From 59bc4d07f6730254174a33d634f166f76dbd8746 Mon Sep 17 00:00:00 2001
From: Anthony Volk <anth.volk@gmail.com>
Date: Mon, 11 May 2026 15:12:40 +0200
Subject: [PATCH 1/9] Add vendored bundle runtime API

---
 README.md                                     |  52 +++---
 src/policyengine/__init__.py                  |   3 +-
 src/policyengine/bundle.py                    | 150 ++++++++++++++++
 src/policyengine/data/bundle.json             | 127 +++++++++++++
 src/policyengine/data/countries/uk.json       | 170 ++++++++++++++++++
 src/policyengine/data/countries/us.json       |  90 ++++++++++
 .../common/model_version.py                   |   9 +-
 .../tax_benefit_models/uk/__init__.py         |   4 +
 .../tax_benefit_models/uk/model.py            |  11 +-
 .../tax_benefit_models/us/__init__.py         |   4 +
 .../tax_benefit_models/us/model.py            |  11 +-
 tests/test_policyengine_bundle.py             |  99 ++++++++++
 tests/test_release_manifests.py               |  20 +++
 13 files changed, 723 insertions(+), 27 deletions(-)
 create mode 100644 src/policyengine/bundle.py
 create mode 100644 src/policyengine/data/bundle.json
 create mode 100644 src/policyengine/data/countries/uk.json
 create mode 100644 src/policyengine/data/countries/us.json
 create mode 100644 tests/test_policyengine_bundle.py

diff --git a/README.md b/README.md
index d2c144b3..8d702595 100644
--- a/README.md
+++ b/README.md
@@ -32,32 +32,34 @@ print(us.tax_unit.income_tax, us.household.household_net_income)
 
 ```python
 import policyengine as pe
-from policyengine.core import Simulation
-from policyengine.outputs.aggregate import Aggregate, AggregateType
-
-datasets = pe.uk.ensure_datasets(
-    datasets=["hf://policyengine/policyengine-uk-data/enhanced_frs_2023_24.h5"],
-    years=[2026],
-    data_folder="./data",
-)
-dataset = datasets["enhanced_frs_2023_24_2026"]
-
-simulation = Simulation(dataset=dataset, tax_benefit_model_version=pe.uk.model)
-simulation.run()
 
-agg = Aggregate(
-    simulation=simulation,
-    variable="universal_credit",
-    aggregate_type=AggregateType.SUM,
-    entity="benunit",
-)
-agg.run()
-print(f"Total UC spending: £{agg.result / 1e9:.1f}bn")
+microsim = pe.uk.managed_microsimulation()
+print(microsim.policyengine_bundle["runtime_dataset_uri"])
 ```
 
 For baseline-vs-reform comparisons, see `pe.uk.economic_impact_analysis`
 and its US counterpart.
 
+### Reproducible bundle metadata
+
+Each `policyengine` release vendors the matching bundle manifest. The bundle
+pins the human-facing `.py` version to exact direct PolicyEngine-owned package
+versions, country data artifacts, and a validation digest.
+
+```python
+import policyengine as pe
+
+pe.bundle.require_bundle("4.4.2", profile="uk")
+print(pe.bundle.get_bundle_digest())
+print(pe.uk.bundle["data_package"]["version"])
+```
+
+Use `pe.us.managed_microsimulation()` or `pe.uk.managed_microsimulation()` for
+bundle-managed population runs. Direct country constructors, such as
+`policyengine_us.Microsimulation`, bypass `.py` bundle enforcement. Set
+`POLICYENGINE_BUNDLE_STRICT=1` to hard-fail when installed direct packages do
+not match the vendored bundle.
+
 ## Documentation
 
 **Core concepts:**
@@ -79,13 +81,17 @@ and its US counterpart.
 pip install policyengine
 ```
 
-This installs both UK and US country models. To install only one:
+Install a country profile to include the certified direct country dependencies:
 
 ```bash
-pip install policyengine[uk]    # UK model only
-pip install policyengine[us]    # US model only
+pip install "policyengine[uk]==4.4.2"       # UK model profile
+pip install "policyengine[us]==4.4.2"       # US model profile
+pip install "policyengine[uk,us]==4.4.2"    # both country profiles
 ```
 
+For exact transitive reproducibility, install with the matching constraints or
+lock artifacts from the corresponding `policyengine-bundles` release.
+
 ### For development
 
 ```bash
diff --git a/src/policyengine/__init__.py b/src/policyengine/__init__.py
index 1c4fb0ae..52e7adf2 100644
--- a/src/policyengine/__init__.py
+++ b/src/policyengine/__init__.py
@@ -31,6 +31,7 @@
 import os
 from importlib.util import find_spec
 
+from policyengine import bundle as bundle
 from policyengine import outputs as outputs
 from policyengine.core import Simulation as Simulation
 
@@ -46,4 +47,4 @@
 else:  # pragma: no cover
     uk = None  # type: ignore[assignment]
 
-__all__ = ["Simulation", "outputs", "uk", "us"]
+__all__ = ["Simulation", "bundle", "outputs", "uk", "us"]
diff --git a/src/policyengine/bundle.py b/src/policyengine/bundle.py
new file mode 100644
index 00000000..2352ffad
--- /dev/null
+++ b/src/policyengine/bundle.py
@@ -0,0 +1,150 @@
+from __future__ import annotations
+
+import json
+import os
+from functools import lru_cache
+from importlib import metadata
+from importlib.resources import files
+from typing import Any, Optional
+
+STRICT_BUNDLE_ENV_VAR = "POLICYENGINE_BUNDLE_STRICT"
+TRUTHY_ENV_VALUES = {"1", "true", "yes", "on"}
+
+
+class BundleMismatchError(RuntimeError):
+    """Raised when the installed runtime does not match the vendored bundle."""
+
+
+@lru_cache
+def get_bundle_manifest() -> dict[str, Any]:
+    bundle_path = files("policyengine").joinpath("data", "bundle.json")
+    if not bundle_path.is_file():
+        raise BundleMismatchError("No vendored PolicyEngine bundle manifest found.")
+    return json.loads(bundle_path.read_text())
+
+
+def get_bundle_version() -> str:
+    return str(get_bundle_manifest()["bundle_version"])
+
+
+def get_bundle_digest() -> Optional[str]:
+    digest = get_bundle_manifest().get("bundle_digest")
+    return str(digest) if digest is not None else None
+
+
+def get_profile(profile: str) -> dict[str, Any]:
+    profiles = get_bundle_manifest().get("profiles", {})
+    try:
+        return profiles[profile]
+    except KeyError as exc:
+        raise BundleMismatchError(f"Unknown PolicyEngine bundle profile: {profile}") from exc
+
+
+def get_country_bundle(country_id: str) -> dict[str, Any]:
+    manifest = get_bundle_manifest()
+    country_path = manifest.get("countries", {}).get(country_id)
+    if not country_path:
+        raise BundleMismatchError(
+            f"No country bundle for {country_id!r} in PolicyEngine bundle "
+            f"{manifest.get('bundle_version')}."
+        )
+    data_root = files("policyengine").joinpath("data")
+    country_bundle_path = data_root.joinpath(country_path)
+    if not country_bundle_path.is_file():
+        raise BundleMismatchError(
+            f"Country bundle {country_path!r} is referenced by bundle.json but "
+            "is not vendored in this policyengine wheel."
+        )
+    return json.loads(country_bundle_path.read_text())
+
+
+def current_profile_summary(profile: Optional[str] = None) -> dict[str, Any]:
+    manifest = get_bundle_manifest()
+    resolved_profile = profile or "all"
+    package_names = _profile_package_names(resolved_profile)
+    packages = {
+        package_name: manifest["packages"][package_name]
+        for package_name in package_names
+    }
+    return {
+        "bundle_version": manifest["bundle_version"],
+        "bundle_digest": manifest.get("bundle_digest"),
+        "profile": resolved_profile,
+        "packages": packages,
+        "validation_report": manifest.get("validation_report"),
+    }
+
+
+def require_bundle(
+    version: Optional[str] = None,
+    *,
+    profile: Optional[str] = None,
+    strict: bool = True,
+) -> dict[str, Any]:
+    """Validate that the installed runtime matches the vendored bundle."""
+
+    manifest = get_bundle_manifest()
+    expected_version = version or manifest["bundle_version"]
+    if manifest["bundle_version"] != expected_version:
+        raise BundleMismatchError(
+            "Vendored PolicyEngine bundle version mismatch: "
+            f"expected {expected_version}, got {manifest['bundle_version']}."
+        )
+
+    summary = current_profile_summary(profile)
+    if not strict:
+        return summary
+
+    mismatches = []
+    installed: dict[str, dict[str, Any]] = {}
+    for package_name, package in summary["packages"].items():
+        expected_package_version = package.get("version")
+        if expected_package_version is None:
+            continue
+        actual_version = _installed_version(package_name)
+        installed[package_name] = {
+            "expected": expected_package_version,
+            "actual": actual_version,
+            "matches": actual_version == expected_package_version,
+        }
+        if actual_version != expected_package_version:
+            mismatches.append(
+                f"{package_name}: expected {expected_package_version}, "
+                f"got {actual_version or 'not installed'}"
+            )
+
+    summary["installed_packages"] = installed
+    if mismatches:
+        raise BundleMismatchError(
+            "Installed PolicyEngine packages do not match the vendored bundle "
+            f"{manifest['bundle_version']} ({summary['profile']}): "
+            + "; ".join(mismatches)
+        )
+    return summary
+
+
+def strict_bundle_enabled() -> bool:
+    return os.environ.get(STRICT_BUNDLE_ENV_VAR, "").lower() in TRUTHY_ENV_VALUES
+
+
+def _profile_package_names(profile: str) -> list[str]:
+    profile_manifest = get_profile(profile)
+    return list(profile_manifest.get("packages", []))
+
+
+def _installed_version(package_name: str) -> Optional[str]:
+    try:
+        return metadata.version(package_name)
+    except metadata.PackageNotFoundError:
+        return None
+
+
+class CurrentBundle:
+    def as_dict(self) -> dict[str, Any]:
+        return get_bundle_manifest()
+
+    def __getitem__(self, key: str) -> Any:
+        return get_bundle_manifest()[key]
+
+
+current = CurrentBundle()
diff --git a/src/policyengine/data/bundle.json b/src/policyengine/data/bundle.json
new file mode 100644
index 00000000..7e17a4aa
--- /dev/null
+++ b/src/policyengine/data/bundle.json
@@ -0,0 +1,127 @@
+{
+  "bundle_digest": "sha256:6828143eb81f276a7d99b1b1e75bcda0746e1eea23dbce9a0e0c8e9341017295",
+  "bundle_version": "4.4.2",
+  "countries": {
+    "uk": "countries/uk.json",
+    "us": "countries/us.json"
+  },
+  "created_at": "2026-05-09T10:21:38Z",
+  "metadata": {
+    "generated_by": "scripts/generate_bundle.py",
+    "install_artifact_layout": "install/{profile}/{python}/",
+    "python_versions": [
+      "3.13"
+    ],
+    "testing_only": false
+  },
+  "packages": {
+    "policyengine": {
+      "name": "policyengine",
+      "resolution_status": "pinned",
+      "sdist_url": "https://files.pythonhosted.org/packages/32/a5/4556d22ac1c42afc7bc2e7bab43fe98c4e7ad4f58eefdbd91409f8c03152/policyengine-4.4.2.tar.gz",
+      "sha256": "403303224e94665521f7d648a54918df8f28c56b97a83d29799d66cfd92bb7a2",
+      "source": "pypi",
+      "version": "4.4.2",
+      "wheel_url": "https://files.pythonhosted.org/packages/44/c6/75c1516c087c64419def4edd4841dd0d4748c9e304423b49ae7c61dcfb61/policyengine-4.4.2-py3-none-any.whl"
+    },
+    "policyengine-core": {
+      "name": "policyengine-core",
+      "resolution_status": "pinned",
+      "sdist_url": "https://files.pythonhosted.org/packages/e7/56/666e1e708cbd61078989edc943d5389d45123beb7124a5e3180171656ff6/policyengine_core-3.26.1.tar.gz",
+      "sha256": "185374b3c1fe13dc951637c49a9853211ca61a8a9971eb9cc4c4b07b1477240a",
+      "source": "pypi",
+      "version": "3.26.1",
+      "wheel_url": "https://files.pythonhosted.org/packages/15/2f/9be635fe4dfb2fe65d200c33695f5a96ef98a2921f06ff6d465384b0e551/policyengine_core-3.26.1-py3-none-any.whl"
+    },
+    "policyengine-uk": {
+      "name": "policyengine-uk",
+      "resolution_status": "pinned",
+      "sdist_url": "https://files.pythonhosted.org/packages/8c/2b/ab82aa30c5d27176fd9d449ff5ed9708d0080b00912f7dc2efa0af0fd87e/policyengine_uk-2.88.14.tar.gz",
+      "sha256": "ed10005ba7d0c973c0966ebbf7672853fb3caaa0456b8bf485fb13f8c323d975",
+      "source": "pypi",
+      "version": "2.88.14",
+      "wheel_url": "https://files.pythonhosted.org/packages/a3/fc/276fb639a46bda35523329d8968bcc4089fde9e97fab82722c0ec853c6cc/policyengine_uk-2.88.14-py3-none-any.whl"
+    },
+    "policyengine-us": {
+      "name": "policyengine-us",
+      "resolution_status": "pinned",
+      "sdist_url": "https://files.pythonhosted.org/packages/26/49/d34803002b058e7ad91861975d26aa7d2bac3b4988756290e1588e00a776/policyengine_us-1.687.0.tar.gz",
+      "sha256": "cac7da3aa9ba4bf57009eee75d798217bbef7e1c5ca17646d472fad715ab634f",
+      "source": "pypi",
+      "version": "1.687.0",
+      "wheel_url": "https://files.pythonhosted.org/packages/c3/36/5633f5a3996c915494154ec3852011b1a239ea06d9f08cb6287ab709618c/policyengine_us-1.687.0-py3-none-any.whl"
+    }
+  },
+  "policyengine": {
+    "name": "policyengine",
+    "resolution_status": "pinned",
+    "sdist_url": "https://files.pythonhosted.org/packages/32/a5/4556d22ac1c42afc7bc2e7bab43fe98c4e7ad4f58eefdbd91409f8c03152/policyengine-4.4.2.tar.gz",
+    "sha256": "403303224e94665521f7d648a54918df8f28c56b97a83d29799d66cfd92bb7a2",
+    "source": "pypi",
+    "version": "4.4.2",
+    "wheel_url": "https://files.pythonhosted.org/packages/44/c6/75c1516c087c64419def4edd4841dd0d4748c9e304423b49ae7c61dcfb61/policyengine-4.4.2-py3-none-any.whl"
+  },
+  "profiles": {
+    "all": {
+      "countries": [
+        "uk",
+        "us"
+      ],
+      "description": "all runtime profile generated from bundle candidate.",
+      "install_targets": {
+        "py313": {
+          "constraints": "install/all/py313/constraints.txt",
+          "lockfile": "install/all/py313/pylock.toml",
+          "python_version": "3.13",
+          "resolver": "uv"
+        }
+      },
+      "packages": [
+        "policyengine",
+        "policyengine-core",
+        "policyengine-uk",
+        "policyengine-us"
+      ]
+    },
+    "uk": {
+      "countries": [
+        "uk"
+      ],
+      "description": "uk runtime profile generated from bundle candidate.",
+      "install_targets": {
+        "py313": {
+          "constraints": "install/uk/py313/constraints.txt",
+          "lockfile": "install/uk/py313/pylock.toml",
+          "python_version": "3.13",
+          "resolver": "uv"
+        }
+      },
+      "packages": [
+        "policyengine",
+        "policyengine-core",
+        "policyengine-uk"
+      ]
+    },
+    "us": {
+      "countries": [
+        "us"
+      ],
+      "description": "us runtime profile generated from bundle candidate.",
+      "install_targets": {
+        "py313": {
+          "constraints": "install/us/py313/constraints.txt",
+          "lockfile": "install/us/py313/pylock.toml",
+          "python_version": "3.13",
+          "resolver": "uv"
+        }
+      },
+      "packages": [
+        "policyengine",
+        "policyengine-core",
+        "policyengine-us"
+      ]
+    }
+  },
+  "schema_version": 1,
+  "validation_report": "validation-report.json"
+}
diff --git a/src/policyengine/data/countries/uk.json b/src/policyengine/data/countries/uk.json
new file mode 100644
index 00000000..66dbb88e
--- /dev/null
+++ b/src/policyengine/data/countries/uk.json
@@ -0,0 +1,170 @@
+{
+  "artifact_release": {
+    "release_manifest_sha256": "31de03e0bedc1ad29d5809fb16ca925f26485c86fc1b14bf911636ebb83863a4",
+    "release_manifest_uri": "hf://model/policyengine/policyengine-uk-data-private@1.55.5/release_manifest.json",
+    "repo_id": "policyengine/policyengine-uk-data-private",
+    "repo_type": "model",
+    "version": "1.55.5"
+  },
+  "bundle_version": "4.4.2",
+  "certification": {
+    "built_with_core_package": {
+      "name": "policyengine-core",
+      "resolution_status": "pinned",
+      "version": "3.26.1"
+    },
+    "built_with_model_package": {
+      "name": "policyengine-uk",
+      "resolution_status": "pinned",
+      "version": "2.88.14"
+    },
+    "certified_by": "policyengine-bundles generator",
+    "certified_for_core_package": {
+      "name": "policyengine-core",
+      "resolution_status": "pinned",
+      "sdist_url": "https://files.pythonhosted.org/packages/e7/56/666e1e708cbd61078989edc943d5389d45123beb7124a5e3180171656ff6/policyengine_core-3.26.1.tar.gz",
+      "sha256": "185374b3c1fe13dc951637c49a9853211ca61a8a9971eb9cc4c4b07b1477240a",
+      "source": "pypi",
+      "version": "3.26.1",
+      "wheel_url": "https://files.pythonhosted.org/packages/15/2f/9be635fe4dfb2fe65d200c33695f5a96ef98a2921f06ff6d465384b0e551/policyengine_core-3.26.1-py3-none-any.whl"
+    },
+    "certified_for_model_package": {
+      "name": "policyengine-uk",
+      "resolution_status": "pinned",
+      "sdist_url": "https://files.pythonhosted.org/packages/8c/2b/ab82aa30c5d27176fd9d449ff5ed9708d0080b00912f7dc2efa0af0fd87e/policyengine_uk-2.88.14.tar.gz",
+      "sha256": "ed10005ba7d0c973c0966ebbf7672853fb3caaa0456b8bf485fb13f8c323d975",
+      "source": "pypi",
+      "version": "2.88.14",
+      "wheel_url": "https://files.pythonhosted.org/packages/a3/fc/276fb639a46bda35523329d8968bcc4089fde9e97fab82722c0ec853c6cc/policyengine_uk-2.88.14-py3-none-any.whl"
+    },
+    "compatibility_basis": "release_manifest_exact_compatibility",
+    "data_build_fingerprint": "sha256:dff5c5bb976ce254fa965ecfce6a0d84859fe1629a714ae28a79b3075522a0ae",
+    "data_build_id": "policyengine-uk-data-1.55.5",
+    "metadata": {}
+  },
+  "core_package": {
+    "name": "policyengine-core",
+    "resolution_status": "pinned",
+    "sdist_url": "https://files.pythonhosted.org/packages/e7/56/666e1e708cbd61078989edc943d5389d45123beb7124a5e3180171656ff6/policyengine_core-3.26.1.tar.gz",
+    "sha256": "185374b3c1fe13dc951637c49a9853211ca61a8a9971eb9cc4c4b07b1477240a",
+    "source": "pypi",
+    "version": "3.26.1",
+    "wheel_url": "https://files.pythonhosted.org/packages/15/2f/9be635fe4dfb2fe65d200c33695f5a96ef98a2921f06ff6d465384b0e551/policyengine_core-3.26.1-py3-none-any.whl"
+  },
+  "country_id": "uk",
+  "data_package": {
+    "name": "policyengine-uk-data",
+    "release_manifest_path": "release_manifest.json",
+    "repo_id": "policyengine/policyengine-uk-data-private",
+    "repo_type": "model",
+    "version": "1.55.5"
+  },
+  "datasets": {
+    "enhanced_frs_2023_24": {
+      "kind": "microdata",
+      "metadata": {
+        "repo_type": "model",
+        "visibility": "private"
+      },
+      "path": "enhanced_frs_2023_24.h5",
+      "preservation_mirrors": [],
+      "repo_id": "policyengine/policyengine-uk-data-private",
+      "revision": "1.55.5",
+      "sha256": "1e95dafde7997a24dac1abc122f8e2ebbc8c2d7d36bab8361e628a93401559ce",
+      "size_bytes": 125428096,
+      "status": "certified",
+      "uri": "hf://model/policyengine/policyengine-uk-data-private@1.55.5/enhanced_frs_2023_24.h5"
+    },
+    "enhanced_frs_2023_24_tiny": {
+      "kind": "microdata",
+      "metadata": {
+        "repo_type": "model",
+        "visibility": "private"
+      },
+      "path": "enhanced_frs_2023_24_tiny.h5",
+      "preservation_mirrors": [],
+      "repo_id": "policyengine/policyengine-uk-data-private",
+      "revision": "1.55.5",
+      "sha256": "0ee89bae05a14c3a13515533bdbbd7353cf9e67e78d9edb66db3d765dfc3753a",
+      "size_bytes": 4635019,
+      "status": "certified",
+      "uri": "hf://model/policyengine/policyengine-uk-data-private@1.55.5/enhanced_frs_2023_24_tiny.h5"
+    },
+    "frs_2023_24": {
+      "kind": "microdata",
+      "metadata": {
+        "repo_type": "model",
+        "visibility": "private"
+      },
+      "path": "frs_2023_24.h5",
+      "preservation_mirrors": [],
+      "repo_id": "policyengine/policyengine-uk-data-private",
+      "revision": "1.55.5",
+      "sha256": "a6896c21a5b95a21d354fc8a99f1df135998239a4b9f5d797b5a73b6f001f2eb",
+      "size_bytes": 29764197,
+      "status": "certified",
+      "uri": "hf://model/policyengine/policyengine-uk-data-private@1.55.5/frs_2023_24.h5"
+    },
+    "frs_2023_24_tiny": {
+      "kind": "microdata",
+      "metadata": {
+        "repo_type": "model",
+        "visibility": "private"
+      },
+      "path": "frs_2023_24_tiny.h5",
+      "preservation_mirrors": [],
+      "repo_id": "policyengine/policyengine-uk-data-private",
+      "revision": "1.55.5",
+      "sha256": "342ab1decbb67c009f02f31da0e669917cb97e0b5e00c7692cb52d60780f33ad",
+      "size_bytes": 3376388,
+      "status": "certified",
+      "uri": "hf://model/policyengine/policyengine-uk-data-private@1.55.5/frs_2023_24_tiny.h5"
+    },
+    "local_authority_weights": {
+      "kind": "weights",
+      "metadata": {
+        "repo_type": "model",
+        "visibility": "private"
+      },
+      "path": "local_authority_weights.h5",
+      "preservation_mirrors": [],
+      "repo_id": "policyengine/policyengine-uk-data-private",
+      "revision": "1.55.5",
+      "sha256": "06da23f9c50b47b0f25bb5dde6bcd6d1eac5d3da5703c26aac8b4b10aea6aa12",
+      "size_bytes": 77053568,
+      "status": "certified",
+      "uri": "hf://model/policyengine/policyengine-uk-data-private@1.55.5/local_authority_weights.h5"
+    },
+    "parliamentary_constituency_weights": {
+      "kind": "weights",
+      "metadata": {
+        "repo_type": "model",
+        "visibility": "private"
+      },
+      "path": "parliamentary_constituency_weights.h5",
+      "preservation_mirrors": [],
+      "repo_id": "policyengine/policyengine-uk-data-private",
+      "revision": "1.55.5",
+      "sha256": "2ea0a8ff98b0c3c7f325981d7abf7ee0793728c3b94d6625ff32bee3623f6981",
+      "size_bytes": 139122848,
+      "status": "certified",
+      "uri": "hf://model/policyengine/policyengine-uk-data-private@1.55.5/parliamentary_constituency_weights.h5"
+    }
+  },
+  "default_dataset": "enhanced_frs_2023_24",
+  "metadata": {
+    "input_release_manifest_sha256": "31de03e0bedc1ad29d5809fb16ca925f26485c86fc1b14bf911636ebb83863a4",
+    "input_release_manifest_uri": "hf://model/policyengine/policyengine-uk-data-private@1.55.5/release_manifest.json"
+  },
+  "model_package": {
+    "name": "policyengine-uk",
+    "resolution_status": "pinned",
+    "sdist_url": "https://files.pythonhosted.org/packages/8c/2b/ab82aa30c5d27176fd9d449ff5ed9708d0080b00912f7dc2efa0af0fd87e/policyengine_uk-2.88.14.tar.gz",
+    "sha256": "ed10005ba7d0c973c0966ebbf7672853fb3caaa0456b8bf485fb13f8c323d975",
+    "source": "pypi",
+    "version": "2.88.14",
+    "wheel_url": "https://files.pythonhosted.org/packages/a3/fc/276fb639a46bda35523329d8968bcc4089fde9e97fab82722c0ec853c6cc/policyengine_uk-2.88.14-py3-none-any.whl"
+  },
+  "region_datasets": {},
+  "schema_version": 1
+}
diff --git a/src/policyengine/data/countries/us.json b/src/policyengine/data/countries/us.json
new file mode 100644
index 00000000..0b3b3a6e
--- /dev/null
+++ b/src/policyengine/data/countries/us.json
@@ -0,0 +1,90 @@
+{
+  "artifact_release": {
+    "release_manifest_sha256": "2e8e144a175bc95ebc5ba1cce8ad3d895767776b92841091595266850f6e577b",
+    "release_manifest_uri": "hf://model/policyengine/policyengine-us-data@9cb665df0a546f9c3d79b496f8eb2dd55859d38d/releases/1.78.2/release_manifest.json",
+    "repo_id": "policyengine/policyengine-us-data",
+    "repo_type": "model",
+    "version": "9cb665df0a546f9c3d79b496f8eb2dd55859d38d"
+  },
+  "bundle_version": "4.4.2",
+  "certification": {
+    "built_with_core_package": {
+      "name": "policyengine-core",
+      "resolution_status": "pinned",
+      "version": "3.26.0"
+    },
+    "built_with_model_package": {
+      "name": "policyengine-us",
+      "resolution_status": "pinned",
+      "version": "1.687.0"
+    },
+    "certified_by": "policyengine-bundles generator",
+    "certified_for_core_package": {
+      "name": "policyengine-core",
+      "resolution_status": "pinned",
+      "sdist_url": "https://files.pythonhosted.org/packages/e7/56/666e1e708cbd61078989edc943d5389d45123beb7124a5e3180171656ff6/policyengine_core-3.26.1.tar.gz",
+      "sha256": "185374b3c1fe13dc951637c49a9853211ca61a8a9971eb9cc4c4b07b1477240a",
+      "source": "pypi",
+      "version": "3.26.1",
+      "wheel_url": "https://files.pythonhosted.org/packages/15/2f/9be635fe4dfb2fe65d200c33695f5a96ef98a2921f06ff6d465384b0e551/policyengine_core-3.26.1-py3-none-any.whl"
+    },
+    "certified_for_model_package": {
+      "name": "policyengine-us",
+      "resolution_status": "pinned",
+      "sdist_url": "https://files.pythonhosted.org/packages/26/49/d34803002b058e7ad91861975d26aa7d2bac3b4988756290e1588e00a776/policyengine_us-1.687.0.tar.gz",
+      "sha256": "cac7da3aa9ba4bf57009eee75d798217bbef7e1c5ca17646d472fad715ab634f",
+      "source": "pypi",
+      "version": "1.687.0",
+      "wheel_url": "https://files.pythonhosted.org/packages/c3/36/5633f5a3996c915494154ec3852011b1a239ea06d9f08cb6287ab709618c/policyengine_us-1.687.0-py3-none-any.whl"
+    },
+    "compatibility_basis": "release_manifest_exact_compatibility",
+    "data_build_id": "policyengine-us-data-1.78.2",
+    "metadata": {}
+  },
+  "core_package": {
+    "name": "policyengine-core",
+    "resolution_status": "pinned",
+    "sdist_url": "https://files.pythonhosted.org/packages/e7/56/666e1e708cbd61078989edc943d5389d45123beb7124a5e3180171656ff6/policyengine_core-3.26.1.tar.gz",
+    "sha256": "185374b3c1fe13dc951637c49a9853211ca61a8a9971eb9cc4c4b07b1477240a",
+    "source": "pypi",
+    "version": "3.26.1",
+    "wheel_url": "https://files.pythonhosted.org/packages/15/2f/9be635fe4dfb2fe65d200c33695f5a96ef98a2921f06ff6d465384b0e551/policyengine_core-3.26.1-py3-none-any.whl"
+  },
+  "country_id": "us",
+  "data_package": {
+    "name": "policyengine-us-data",
+    "release_manifest_path": "releases/1.78.2/release_manifest.json",
+    "repo_id": "policyengine/policyengine-us-data",
+    "repo_type": "model",
+    "version": "1.78.2"
+  },
+  "datasets": {
+    "enhanced_cps_2024": {
+      "kind": "microdata",
+      "metadata": {},
+      "path": "enhanced_cps_2024.h5",
+      "preservation_mirrors": [],
+      "repo_id": "policyengine/policyengine-us-data",
+      "revision": "1.78.2",
+      "sha256": "4e92b340c3ea3e200ed5d55edf752ee1a13baf787442956fb67d25242fed13b5",
+      "size_bytes": 110419040,
+      "status": "certified"
+    }
+  },
+  "default_dataset": "enhanced_cps_2024",
+  "metadata": {
+    "input_release_manifest_sha256": "2e8e144a175bc95ebc5ba1cce8ad3d895767776b92841091595266850f6e577b",
+    "input_release_manifest_uri": "hf://model/policyengine/policyengine-us-data@9cb665df0a546f9c3d79b496f8eb2dd55859d38d/releases/1.78.2/release_manifest.json"
+  },
+  "model_package": {
+    "name": "policyengine-us",
+    "resolution_status": "pinned",
+    "sdist_url": "https://files.pythonhosted.org/packages/26/49/d34803002b058e7ad91861975d26aa7d2bac3b4988756290e1588e00a776/policyengine_us-1.687.0.tar.gz",
+    "sha256": "cac7da3aa9ba4bf57009eee75d798217bbef7e1c5ca17646d472fad715ab634f",
+    "source": "pypi",
+    "version": "1.687.0",
+    "wheel_url": "https://files.pythonhosted.org/packages/c3/36/5633f5a3996c915494154ec3852011b1a239ea06d9f08cb6287ab709618c/policyengine_us-1.687.0-py3-none-any.whl"
+  },
+  "region_datasets": {},
+  "schema_version": 1
+}
diff --git a/src/policyengine/tax_benefit_models/common/model_version.py b/src/policyengine/tax_benefit_models/common/model_version.py
index 9736d073..2e58d48a 100644
--- a/src/policyengine/tax_benefit_models/common/model_version.py
+++ b/src/policyengine/tax_benefit_models/common/model_version.py
@@ -26,6 +26,7 @@
 
 import pandas as pd
 
+from policyengine.bundle import require_bundle, strict_bundle_enabled
 from policyengine.core import (
     Parameter,
     ParameterNode,
@@ -82,7 +83,13 @@ def __init__(self, **kwargs: Any) -> None:
             kwargs["version"] = manifest.model_package.version
 
         installed_model_version = metadata.version(self.package_name)
-        if installed_model_version != manifest.model_package.version:
+        if strict_bundle_enabled():
+            require_bundle(
+                manifest.policyengine_version,
+                profile=self.country_code,
+                strict=True,
+            )
+        elif installed_model_version != manifest.model_package.version:
             warnings.warn(
                 f"Installed {self.package_name} version "
                 f"({installed_model_version}) does not match the bundled "
diff --git a/src/policyengine/tax_benefit_models/uk/__init__.py b/src/policyengine/tax_benefit_models/uk/__init__.py
index 3ab098e2..d38cfc09 100644
--- a/src/policyengine/tax_benefit_models/uk/__init__.py
+++ b/src/policyengine/tax_benefit_models/uk/__init__.py
@@ -14,6 +14,7 @@
 from importlib.util import find_spec
 
 if find_spec("policyengine_uk") is not None:
+    from policyengine.bundle import get_country_bundle
     from policyengine.core import Dataset
     from policyengine.outputs import ProgramStatistics
 
@@ -35,6 +36,8 @@
 
     model = uk_latest
     """The pinned UK ``TaxBenefitModelVersion`` for this policyengine release."""
+    bundle = get_country_bundle("uk")
+    """The vendored UK country bundle metadata for this policyengine release."""
 
     Dataset.model_rebuild()
     UKYearData.model_rebuild()
@@ -56,6 +59,7 @@
         "calculate_household",
         "economic_impact_analysis",
         "ProgramStatistics",
+        "bundle",
     ]
 else:
     __all__ = []
diff --git a/src/policyengine/tax_benefit_models/uk/model.py b/src/policyengine/tax_benefit_models/uk/model.py
index b0e4cceb..58332a61 100644
--- a/src/policyengine/tax_benefit_models/uk/model.py
+++ b/src/policyengine/tax_benefit_models/uk/model.py
@@ -5,6 +5,7 @@
 import pandas as pd
 from microdf import MicroDataFrame
 
+from policyengine.bundle import current_profile_summary
 from policyengine.core import TaxBenefitModel
 from policyengine.provenance.manifest import (
     dataset_logical_name,
@@ -241,12 +242,18 @@ def run(self, simulation: "Simulation") -> "Simulation":
 def _managed_release_bundle(
     dataset_uri: str,
     dataset_source: Optional[str] = None,
-) -> dict[str, Optional[str]]:
+    unmanaged: bool = False,
+) -> dict[str, object]:
     bundle = dict(uk_latest.release_bundle)
+    profile_bundle = current_profile_summary("uk")
+    bundle["policyengine_bundle_version"] = profile_bundle["bundle_version"]
+    bundle["policyengine_bundle_digest"] = profile_bundle["bundle_digest"]
+    bundle["profile"] = profile_bundle["profile"]
     bundle["runtime_dataset"] = dataset_logical_name(dataset_uri)
     bundle["runtime_dataset_uri"] = dataset_uri
     if dataset_source:
         bundle["runtime_dataset_source"] = dataset_source
+    bundle["runtime_dataset_managed"] = not unmanaged
     bundle["managed_by"] = "policyengine.py"
     return bundle
 
@@ -284,6 +291,7 @@ def managed_microsimulation(
             allow_unmanaged and dataset is not None and "://" in dataset
         ),
     )
+    unmanaged = allow_unmanaged and dataset is not None and "://" in dataset
     runtime_dataset = dataset_source
     if isinstance(dataset_source, str) and "hf://" not in dataset_source:
         from policyengine_uk.data.dataset_schema import (
@@ -299,6 +307,7 @@ def managed_microsimulation(
     microsim.policyengine_bundle = _managed_release_bundle(
         dataset_uri,
         dataset_source,
+        unmanaged,
     )
     return microsim
 
diff --git a/src/policyengine/tax_benefit_models/us/__init__.py b/src/policyengine/tax_benefit_models/us/__init__.py
index d49d46d4..0ad27739 100644
--- a/src/policyengine/tax_benefit_models/us/__init__.py
+++ b/src/policyengine/tax_benefit_models/us/__init__.py
@@ -27,6 +27,7 @@
 from importlib.util import find_spec
 
 if find_spec("policyengine_us") is not None:
+    from policyengine.bundle import get_country_bundle
     from policyengine.core import Dataset
     from policyengine.outputs import ProgramStatistics
 
@@ -48,6 +49,8 @@
 
     model = us_latest
     """The pinned US ``TaxBenefitModelVersion`` for this policyengine release."""
+    bundle = get_country_bundle("us")
+    """The vendored US country bundle metadata for this policyengine release."""
 
     Dataset.model_rebuild()
     USYearData.model_rebuild()
@@ -69,6 +72,7 @@
         "calculate_household",
         "economic_impact_analysis",
         "ProgramStatistics",
+        "bundle",
     ]
 else:
     __all__ = []
diff --git a/src/policyengine/tax_benefit_models/us/model.py b/src/policyengine/tax_benefit_models/us/model.py
index 655e05d6..84e18df6 100644
--- a/src/policyengine/tax_benefit_models/us/model.py
+++ b/src/policyengine/tax_benefit_models/us/model.py
@@ -5,6 +5,7 @@
 import pandas as pd
 from microdf import MicroDataFrame
 
+from policyengine.bundle import current_profile_summary
 from policyengine.core import TaxBenefitModel
 from policyengine.provenance.manifest import (
     dataset_logical_name,
@@ -395,12 +396,18 @@ def _build_simulation_from_dataset(self, microsim, dataset, system):
 def _managed_release_bundle(
     dataset_uri: str,
     dataset_source: Optional[str] = None,
-) -> dict[str, Optional[str]]:
+    unmanaged: bool = False,
+) -> dict[str, object]:
     bundle = dict(us_latest.release_bundle)
+    profile_bundle = current_profile_summary("us")
+    bundle["policyengine_bundle_version"] = profile_bundle["bundle_version"]
+    bundle["policyengine_bundle_digest"] = profile_bundle["bundle_digest"]
+    bundle["profile"] = profile_bundle["profile"]
     bundle["runtime_dataset"] = dataset_logical_name(dataset_uri)
     bundle["runtime_dataset_uri"] = dataset_uri
     if dataset_source:
         bundle["runtime_dataset_source"] = dataset_source
+    bundle["runtime_dataset_managed"] = not unmanaged
     bundle["managed_by"] = "policyengine.py"
     return bundle
 
@@ -438,10 +445,12 @@ def managed_microsimulation(
             allow_unmanaged and dataset is not None and "://" in dataset
         ),
     )
+    unmanaged = allow_unmanaged and dataset is not None and "://" in dataset
     microsim = Microsimulation(dataset=dataset_source, **kwargs)
     microsim.policyengine_bundle = _managed_release_bundle(
         dataset_uri,
         dataset_source,
+        unmanaged,
     )
     return microsim
 
diff --git a/tests/test_policyengine_bundle.py b/tests/test_policyengine_bundle.py
new file mode 100644
index 00000000..f65a4877
--- /dev/null
+++ b/tests/test_policyengine_bundle.py
@@ -0,0 +1,99 @@
+from __future__ import annotations
+
+import importlib.util
+import re
+from pathlib import Path
+
+import pytest
+
+REPO_ROOT = Path(__file__).resolve().parents[1]
+PYPROJECT = REPO_ROOT / "pyproject.toml"
+BUNDLE_MODULE_PATH = REPO_ROOT / "src" / "policyengine" / "bundle.py"
+CHECK_BUNDLE_PATH = REPO_ROOT / ".github" / "check_bundle_consistency.py"
+
+bundle_spec = importlib.util.spec_from_file_location(
+    "policyengine_bundle_for_test",
+    BUNDLE_MODULE_PATH,
+)
+bundle = importlib.util.module_from_spec(bundle_spec)
+assert bundle_spec.loader is not None
+bundle_spec.loader.exec_module(bundle)
+
+spec = importlib.util.spec_from_file_location(
+    "check_bundle_consistency",
+    CHECK_BUNDLE_PATH,
+)
+check_bundle_consistency = importlib.util.module_from_spec(spec)
+assert spec.loader is not None
+spec.loader.exec_module(check_bundle_consistency)
+
+
+class LocalPackageFiles:
+    def __init__(self, path: Path):
+        self.path = path
+
+    def joinpath(self, *parts: str) -> LocalPackageFiles:
+        return LocalPackageFiles(self.path.joinpath(*parts))
+
+    def is_file(self) -> bool:
+        return self.path.is_file()
+
+    def read_text(self) -> str:
+        return self.path.read_text()
+
+
+bundle.files = lambda _package_name: LocalPackageFiles(REPO_ROOT / "src" / "policyengine")
+
+
+def pyproject_version() -> str:
+    return re.search(
+        r'^version\s*=\s*"([^"]+)"',
+        PYPROJECT.read_text(),
+        re.MULTILINE,
+    ).group(1)
+
+
+def test_vendored_bundle_matches_policyengine_version() -> None:
+    manifest = bundle.get_bundle_manifest()
+
+    assert manifest["bundle_version"] == pyproject_version()
+    assert manifest["policyengine"]["version"] == pyproject_version()
+    assert bundle.get_bundle_digest().startswith("sha256:")
+
+
+def test_country_bundle_is_vendored() -> None:
+    us_bundle = bundle.get_country_bundle("us")
+
+    assert us_bundle["country_id"] == "us"
+    assert us_bundle["bundle_version"] == bundle.get_bundle_version()
+    assert us_bundle["model_package"]["version"] == "1.687.0"
+
+
+def test_require_bundle_strict_checks_installed_versions(monkeypatch) -> None:
+    expected_versions = {
+        package_name: package["version"]
+        for package_name, package in bundle.current_profile_summary("us")[
+            "packages"
+        ].items()
+    }
+    monkeypatch.setattr(
+        bundle,
+        "_installed_version",
+        lambda package_name: expected_versions[package_name],
+    )
+
+    summary = bundle.require_bundle(bundle.get_bundle_version(), profile="us")
+
+    assert summary["profile"] == "us"
+    assert summary["installed_packages"]["policyengine-us"]["matches"] is True
+
+
+def test_require_bundle_strict_rejects_version_mismatch(monkeypatch) -> None:
+    monkeypatch.setattr(bundle, "_installed_version", lambda _package_name: "0.0.0")
+
+    with pytest.raises(bundle.BundleMismatchError, match="do not match"):
+        bundle.require_bundle(bundle.get_bundle_version(), profile="us")
+
+
+def test_repository_bundle_consistency_check_passes() -> None:
+    assert check_bundle_consistency.check_bundle_consistency() == []
diff --git a/tests/test_release_manifests.py b/tests/test_release_manifests.py
index 480ee41b..3077d44f 100644
--- a/tests/test_release_manifests.py
+++ b/tests/test_release_manifests.py
@@ -571,6 +571,15 @@ def test__given_us_managed_microsimulation__then_passes_certified_dataset_and_bu
         assert (
             microsim.policyengine_bundle["policyengine_version"] == POLICYENGINE_VERSION
         )
+        assert (
+            microsim.policyengine_bundle["policyengine_bundle_version"]
+            == POLICYENGINE_VERSION
+        )
+        assert microsim.policyengine_bundle["policyengine_bundle_digest"].startswith(
+            "sha256:"
+        )
+        assert microsim.policyengine_bundle["profile"] == "us"
+        assert microsim.policyengine_bundle["runtime_dataset_managed"] is True
         assert microsim.policyengine_bundle["runtime_dataset"] == "enhanced_cps_2024"
         assert (
             microsim.policyengine_bundle["runtime_dataset_uri"]
@@ -593,6 +602,7 @@ def test__given_us_unmanaged_dataset_uri__then_source_is_not_rewritten(self):
         assert mock_microsimulation.call_args.kwargs["dataset"] == dataset
         assert microsim.policyengine_bundle["runtime_dataset_uri"] == dataset
         assert microsim.policyengine_bundle["runtime_dataset_source"] == dataset
+        assert microsim.policyengine_bundle["runtime_dataset_managed"] is False
 
     def test__given_uk_managed_dataset_name__then_resolves_within_bundle(self):
         with patch("policyengine_uk.Microsimulation") as mock_microsimulation:
@@ -611,6 +621,15 @@ def test__given_uk_managed_dataset_name__then_resolves_within_bundle(self):
         assert (
             microsim.policyengine_bundle["policyengine_version"] == POLICYENGINE_VERSION
         )
+        assert (
+            microsim.policyengine_bundle["policyengine_bundle_version"]
+            == POLICYENGINE_VERSION
+        )
+        assert microsim.policyengine_bundle["policyengine_bundle_digest"].startswith(
+            "sha256:"
+        )
+        assert microsim.policyengine_bundle["profile"] == "uk"
+        assert microsim.policyengine_bundle["runtime_dataset_managed"] is True
         assert microsim.policyengine_bundle["runtime_dataset"] == "enhanced_frs_2023_24"
         assert microsim.policyengine_bundle["runtime_dataset_uri"] == (
             "hf://policyengine/policyengine-uk-data-private/enhanced_frs_2023_24.h5@1.55.5"
@@ -636,3 +655,4 @@ def test__given_uk_unmanaged_dataset_uri__then_source_is_not_rewritten(self):
         assert mock_microsimulation.call_args.kwargs["dataset"] == dataset
         assert microsim.policyengine_bundle["runtime_dataset_uri"] == dataset
         assert microsim.policyengine_bundle["runtime_dataset_source"] == dataset
+        assert microsim.policyengine_bundle["runtime_dataset_managed"] is False

From b81b011bf9f5845dc1d662130d990226658a1698 Mon Sep 17 00:00:00 2001
From: Anthony Volk <anth.volk@gmail.com>
Date: Mon, 11 May 2026 15:12:50 +0200
Subject: [PATCH 2/9] Gate releases on bundle consistency

---
 .github/bump_version.py                |  56 +++---
 .github/check_bundle_consistency.py    | 227 +++++++++++++++++++++++++
 .github/workflows/pr_code_changes.yaml |  11 ++
 .github/workflows/push.yaml            |   8 +
 changelog.d/bundle-runtime.changed.md  |   1 +
 pyproject.toml                         |   6 +-
 tests/test_bump_version.py             |  42 ++---
 uv.lock                                |  14 +-
 8 files changed, 293 insertions(+), 72 deletions(-)
 create mode 100644 .github/check_bundle_consistency.py
 create mode 100644 changelog.d/bundle-runtime.changed.md

diff --git a/.github/bump_version.py b/.github/bump_version.py
index 391c64dc..ae0a8064 100644
--- a/.github/bump_version.py
+++ b/.github/bump_version.py
@@ -1,5 +1,6 @@
 """Infer semver bump from towncrier fragment types and update version."""
 
+import json
 import re
 import subprocess
 import sys
@@ -116,41 +117,27 @@ def update_file(path: Path, new_version: str):
         print(f"  Updated {path}")
 
 
-def sync_release_manifest_versions(manifest_dir: Path, new_version: str):
-    if not manifest_dir.exists():
-        return
-
-    for manifest_path in sorted(manifest_dir.glob("*.json")):
-        country_id = manifest_path.stem
-        text = manifest_path.read_text()
-        updated = text
-        updated, bundle_id_replacements = re.subn(
-            r'("bundle_id"\s*:\s*")[^"]+(")',
-            rf"\g<1>{country_id}-{new_version}\g<2>",
-            updated,
-            count=1,
+def validate_vendored_bundle_version(repo_root: Path, new_version: str):
+    bundle_path = repo_root / "src" / "policyengine" / "data" / "bundle.json"
+    if not bundle_path.exists():
+        print(
+            f"Could not find vendored bundle manifest at {bundle_path}",
+            file=sys.stderr,
         )
-        updated, policyengine_version_replacements = re.subn(
-            r'("policyengine_version"\s*:\s*")[^"]+(")',
-            rf"\g<1>{new_version}\g<2>",
-            updated,
-            count=1,
+        sys.exit(1)
+
+    bundle = json.loads(bundle_path.read_text())
+    bundle_version = bundle.get("bundle_version")
+    policyengine_version = (bundle.get("policyengine") or {}).get("version")
+    if bundle_version != new_version or policyengine_version != new_version:
+        print(
+            "Vendored bundle version must be updated before bumping "
+            "policyengine.py: "
+            f"expected {new_version}, got bundle_version={bundle_version}, "
+            f"policyengine.version={policyengine_version}",
+            file=sys.stderr,
         )
-        missing_fields = []
-        if bundle_id_replacements == 0:
-            missing_fields.append("bundle_id")
-        if policyengine_version_replacements == 0:
-            missing_fields.append("policyengine_version")
-        if missing_fields:
-            print(
-                f"Could not update {manifest_path}: missing fields "
-                f"{', '.join(missing_fields)}",
-                file=sys.stderr,
-            )
-            sys.exit(1)
-        if updated != text:
-            manifest_path.write_text(updated)
-            print(f"  Updated {manifest_path}")
+        sys.exit(1)
 
 
 def main():
@@ -158,7 +145,6 @@ def main():
     pyproject = root / "pyproject.toml"
     changelog = root / "CHANGELOG.md"
     changelog_dir = root / "changelog.d"
-    manifest_dir = root / "src" / "policyengine" / "data" / "release_manifests"
 
     current = get_current_version(pyproject, changelog, root)
     bump = infer_bump(changelog_dir)
@@ -166,8 +152,8 @@ def main():
 
     print(f"Version: {current} -> {new} ({bump})")
 
+    validate_vendored_bundle_version(root, new)
     update_file(pyproject, new)
-    sync_release_manifest_versions(manifest_dir, new)
 
 
 if __name__ == "__main__":
diff --git a/.github/check_bundle_consistency.py b/.github/check_bundle_consistency.py
new file mode 100644
index 00000000..d939066b
--- /dev/null
+++ b/.github/check_bundle_consistency.py
@@ -0,0 +1,227 @@
+from __future__ import annotations
+
+import argparse
+import json
+import re
+import sys
+from pathlib import Path
+from typing import Any
+
+REPO_ROOT = Path(__file__).resolve().parents[1]
+PYPROJECT = REPO_ROOT / "pyproject.toml"
+BUNDLE_PATH = REPO_ROOT / "src" / "policyengine" / "data" / "bundle.json"
+COUNTRY_BUNDLE_ROOT = REPO_ROOT / "src" / "policyengine" / "data"
+COUNTRY_MANIFEST_ROOT = (
+    REPO_ROOT / "src" / "policyengine" / "data" / "release_manifests"
+)
+
+
+def main() -> int:
+    parser = argparse.ArgumentParser(
+        description="Validate that policyengine.py is synchronized with its bundle."
+    )
+    parser.add_argument(
+        "--release-bundle",
+        type=Path,
+        help="Optional bundle.json downloaded from the matching bundle release.",
+    )
+    args = parser.parse_args()
+
+    errors = check_bundle_consistency(args.release_bundle)
+    if errors:
+        print("\n".join(f"- {error}" for error in errors), file=sys.stderr)
+        return 1
+    print("bundle consistency ok")
+    return 0
+
+
+def check_bundle_consistency(release_bundle: Path | None = None) -> list[str]:
+    errors: list[str] = []
+    bundle = _load_json(BUNDLE_PATH)
+    pyproject_version = _pyproject_version(PYPROJECT)
+    if bundle.get("bundle_version") != pyproject_version:
+        errors.append(
+            "Vendored bundle_version must match pyproject version: "
+            f"{bundle.get('bundle_version')} != {pyproject_version}."
+        )
+    if bundle.get("policyengine", {}).get("version") != pyproject_version:
+        errors.append("Vendored policyengine package pin must match pyproject version.")
+
+    extras = _optional_dependency_pins(PYPROJECT)
+    for profile in ("us", "uk"):
+        errors.extend(_check_profile_extra(bundle, extras, profile))
+    errors.extend(_check_dev_extra(bundle, extras))
+    errors.extend(_check_country_manifests(bundle))
+    if release_bundle is not None:
+        errors.extend(_check_release_bundle(bundle, _load_json(release_bundle)))
+    return errors
+
+
+def _check_profile_extra(
+    bundle: dict[str, Any],
+    extras: dict[str, dict[str, str]],
+    profile: str,
+) -> list[str]:
+    expected = _expected_profile_pins(bundle, profile)
+    actual = extras.get(profile, {})
+    errors = []
+    for package_name, expected_version in expected.items():
+        actual_version = actual.get(_normalized_package_name(package_name))
+        if actual_version != expected_version:
+            errors.append(
+                f"[{profile}] must pin {package_name}=={expected_version}; "
+                f"got {actual_version or 'missing'}."
+            )
+    return errors
+
+
+def _check_dev_extra(
+    bundle: dict[str, Any],
+    extras: dict[str, dict[str, str]],
+) -> list[str]:
+    expected: dict[str, str] = {}
+    for profile in ("us", "uk"):
+        expected.update(_expected_profile_pins(bundle, profile))
+    actual = extras.get("dev", {})
+    errors = []
+    for package_name, expected_version in expected.items():
+        actual_version = actual.get(_normalized_package_name(package_name))
+        if actual_version != expected_version:
+            errors.append(
+                f"[dev] must pin {package_name}=={expected_version}; "
+                f"got {actual_version or 'missing'}."
+            )
+    return errors
+
+
+def _check_country_manifests(bundle: dict[str, Any]) -> list[str]:
+    errors = []
+    for country_id, country_bundle_path in bundle.get("countries", {}).items():
+        country_bundle = _load_json(COUNTRY_BUNDLE_ROOT / country_bundle_path)
+        country_manifest = _load_json(COUNTRY_MANIFEST_ROOT / f"{country_id}.json")
+        if country_bundle.get("bundle_version") != bundle.get("bundle_version"):
+            errors.append(f"{country_bundle_path} bundle_version does not match bundle.")
+        if country_manifest.get("policyengine_version") != bundle.get("bundle_version"):
+            errors.append(
+                f"release_manifests/{country_id}.json policyengine_version "
+                "does not match bundle."
+            )
+        _compare_country_field(
+            errors,
+            country_id,
+            country_manifest,
+            country_bundle,
+            "model_package",
+        )
+        _compare_country_field(
+            errors,
+            country_id,
+            country_manifest,
+            country_bundle,
+            "data_package",
+        )
+        if country_manifest.get("default_dataset") != country_bundle.get(
+            "default_dataset"
+        ):
+            errors.append(f"{country_id} default_dataset does not match bundle.")
+    return errors
+
+
+def _compare_country_field(
+    errors: list[str],
+    country_id: str,
+    country_manifest: dict[str, Any],
+    country_bundle: dict[str, Any],
+    field_name: str,
+) -> None:
+    manifest_package = country_manifest.get(field_name, {})
+    bundle_package = country_bundle.get(field_name, {})
+    for key in ("name", "version"):
+        if manifest_package.get(key) != bundle_package.get(key):
+            errors.append(
+                f"{country_id} {field_name}.{key} does not match bundle: "
+                f"{manifest_package.get(key)} != {bundle_package.get(key)}."
+            )
+
+
+def _check_release_bundle(
+    vendored_bundle: dict[str, Any],
+    release_bundle: dict[str, Any],
+) -> list[str]:
+    errors = []
+    for field_name in ("bundle_version", "bundle_digest"):
+        if vendored_bundle.get(field_name) != release_bundle.get(field_name):
+            errors.append(
+                f"Vendored {field_name} does not match bundle release asset: "
+                f"{vendored_bundle.get(field_name)} != {release_bundle.get(field_name)}."
+            )
+    return errors
+
+
+def _expected_profile_pins(bundle: dict[str, Any], profile: str) -> dict[str, str]:
+    package_names = bundle["profiles"][profile]["packages"]
+    expected = {}
+    for package_name in package_names:
+        if package_name == "policyengine":
+            continue
+        version = bundle["packages"][package_name].get("version")
+        if version:
+            expected[package_name] = version
+    return expected
+
+
+def _optional_dependency_pins(pyproject: Path) -> dict[str, dict[str, str]]:
+    extras: dict[str, dict[str, str]] = {}
+    current_extra = None
+    in_optional_dependencies = False
+    for raw_line in pyproject.read_text().splitlines():
+        line = raw_line.strip()
+        if line == "[project.optional-dependencies]":
+            in_optional_dependencies = True
+            continue
+        if in_optional_dependencies and line.startswith("["):
+            break
+        if not in_optional_dependencies or not line or line.startswith("#"):
+            continue
+        extra_match = re.match(r"^([A-Za-z0-9_-]+)\s*=\s*\[$", line)
+        if extra_match:
+            current_extra = extra_match.group(1)
+            extras[current_extra] = {}
+            continue
+        if current_extra is None:
+            continue
+        if line == "]":
+            current_extra = None
+            continue
+        dependency_match = re.match(r'^"([^"]+)"\s*,?$', line)
+        if dependency_match:
+            dependency = dependency_match.group(1)
+            pin_match = re.match(r"^([A-Za-z0-9_.-]+)==([^;]+)$", dependency)
+            if pin_match:
+                extras[current_extra][
+                    _normalized_package_name(pin_match.group(1))
+                ] = pin_match.group(2)
+    return extras
+
+
+def _pyproject_version(pyproject: Path) -> str:
+    match = re.search(
+        r'^version\s*=\s*"([^"]+)"',
+        pyproject.read_text(),
+        re.MULTILINE,
+    )
+    if not match:
+        raise ValueError("Could not find pyproject version.")
+    return match.group(1)
+
+
+def _normalized_package_name(package_name: str) -> str:
+    return package_name.replace("_", "-").lower()
+
+
+def _load_json(path: Path) -> dict[str, Any]:
+    return json.loads(path.read_text())
+
+
+if __name__ == "__main__":
+    raise SystemExit(main())
diff --git a/.github/workflows/pr_code_changes.yaml b/.github/workflows/pr_code_changes.yaml
index 6afecf5a..78d9a8dc 100644
--- a/.github/workflows/pr_code_changes.yaml
+++ b/.github/workflows/pr_code_changes.yaml
@@ -8,6 +8,7 @@ on:
       - tests/**
       - .github/**
       - changelog.d/**
+      - pyproject.toml
   workflow_dispatch:
 
 jobs:
@@ -44,6 +45,16 @@ jobs:
           run: uv pip install -e .[dev] --system
         - name: Run mypy (informational)
           run: mypy src/policyengine || echo "mypy found errors (non-blocking until codebase is clean)"
+  Bundle-Consistency:
+    runs-on: ubuntu-latest
+    steps:
+        - uses: actions/checkout@v6
+        - name: Set up Python
+          uses: actions/setup-python@v6
+          with:
+              python-version: '3.13'
+        - name: Check vendored bundle consistency
+          run: python .github/check_bundle_consistency.py
   Python-Compat:
     name: Install + smoke-import (py${{ matrix.python-version }})
     runs-on: ubuntu-latest
diff --git a/.github/workflows/push.yaml b/.github/workflows/push.yaml
index 5ccaa6e2..66a2bbfb 100644
--- a/.github/workflows/push.yaml
+++ b/.github/workflows/push.yaml
@@ -150,6 +150,14 @@ jobs:
         run: uv pip install -e .[dev] --system
       - name: Install policyengine
         run: uv pip install policyengine --system
+      - name: Verify matching bundle release asset
+        run: |
+          VERSION=$(python .github/fetch_version.py)
+          curl -fsSL \
+            -o /tmp/policyengine-bundle.json \
+            "https://github.com/PolicyEngine/policyengine-bundles/releases/download/v${VERSION}/bundle-${VERSION}.json"
+          python .github/check_bundle_consistency.py \
+            --release-bundle /tmp/policyengine-bundle.json
       - name: Publish a git tag
         run: ".github/publish-git-tag.sh"
       - name: Build package
diff --git a/changelog.d/bundle-runtime.changed.md b/changelog.d/bundle-runtime.changed.md
new file mode 100644
index 00000000..93426373
--- /dev/null
+++ b/changelog.d/bundle-runtime.changed.md
@@ -0,0 +1 @@
+Add bundle runtime metadata, strict bundle validation, and release consistency checks.
diff --git a/pyproject.toml b/pyproject.toml
index b7a1ae9c..c5123c69 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -41,11 +41,11 @@ graph = [
     "networkx>=3.0",
 ]
 uk = [
-    "policyengine_core>=3.26.1",
+    "policyengine-core==3.26.1",
     "policyengine-uk==2.88.14",
 ]
 us = [
-    "policyengine_core>=3.26.1",
+    "policyengine-core==3.26.1",
     "policyengine-us==1.690.7",
 ]
 dev = [
@@ -59,7 +59,7 @@ dev = [
     "plotly>=5.0.0",
     "pytest-asyncio>=0.26.0",
     "ruff>=0.9.0",
-    "policyengine_core>=3.26.1",
+    "policyengine-core==3.26.1",
     "policyengine-uk==2.88.14",
     "policyengine-us==1.690.7",
     "towncrier>=24.8.0",
diff --git a/tests/test_bump_version.py b/tests/test_bump_version.py
index 1936aa15..b1b7f278 100644
--- a/tests/test_bump_version.py
+++ b/tests/test_bump_version.py
@@ -58,40 +58,22 @@ def test_update_file_replaces_stale_version_field(tmp_path):
     assert 'version = "3.4.3"' in pyproject.read_text()
 
 
-def test_sync_release_manifest_versions_rewrites_bundle_identity(tmp_path):
-    manifest_dir = tmp_path / "release_manifests"
-    manifest_dir.mkdir()
-    manifest_path = manifest_dir / "uk.json"
-    manifest_path.write_text(
-        "{\n"
-        '  "schema_version": 1,\n'
-        '  "bundle_id": "uk-4.0.0",\n'
-        '  "country_id": "uk",\n'
-        '  "policyengine_version": "4.0.0"\n'
-        "}\n"
+def test_validate_vendored_bundle_version_accepts_matching_bundle(tmp_path):
+    bundle_path = tmp_path / "src" / "policyengine" / "data" / "bundle.json"
+    bundle_path.parent.mkdir(parents=True)
+    bundle_path.write_text(
+        '{"bundle_version": "4.3.2", "policyengine": {"version": "4.3.2"}}'
     )
 
-    bump_version.sync_release_manifest_versions(manifest_dir, "4.3.2")
+    bump_version.validate_vendored_bundle_version(tmp_path, "4.3.2")
 
-    text = manifest_path.read_text()
-    assert '"bundle_id": "uk-4.3.2"' in text
-    assert '"policyengine_version": "4.3.2"' in text
 
-
-def test_sync_release_manifest_versions_fails_when_required_field_missing(tmp_path):
-    manifest_dir = tmp_path / "release_manifests"
-    manifest_dir.mkdir()
-    manifest_path = manifest_dir / "uk.json"
-    manifest_path.write_text(
-        "{\n"
-        '  "schema_version": 1,\n'
-        '  "bundle_id": "uk-4.0.0",\n'
-        '  "country_id": "uk"\n'
-        "}\n"
+def test_validate_vendored_bundle_version_rejects_stale_bundle(tmp_path):
+    bundle_path = tmp_path / "src" / "policyengine" / "data" / "bundle.json"
+    bundle_path.parent.mkdir(parents=True)
+    bundle_path.write_text(
+        '{"bundle_version": "4.0.0", "policyengine": {"version": "4.0.0"}}'
     )
-    original = manifest_path.read_text()
 
     with pytest.raises(SystemExit):
-        bump_version.sync_release_manifest_versions(manifest_dir, "4.3.2")
-
-    assert manifest_path.read_text() == original
+        bump_version.validate_vendored_bundle_version(tmp_path, "4.3.2")
diff --git a/uv.lock b/uv.lock
index 22f8b0d1..a13a5cdd 100644
--- a/uv.lock
+++ b/uv.lock
@@ -839,6 +839,7 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/7d/ed/6bfa4109fcb23a58819600392564fea69cdc6551ffd5e69ccf1d52a40cbc/greenlet-3.2.4-cp310-cp310-macosx_11_0_universal2.whl", hash = "sha256:8c68325b0d0acf8d91dde4e6f930967dd52a5302cd4062932a6b2e7c2969f47c", size = 271061, upload-time = "2025-08-07T13:17:15.373Z" },
     { url = "https://files.pythonhosted.org/packages/2a/fc/102ec1a2fc015b3a7652abab7acf3541d58c04d3d17a8d3d6a44adae1eb1/greenlet-3.2.4-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:94385f101946790ae13da500603491f04a76b6e4c059dab271b3ce2e283b2590", size = 629475, upload-time = "2025-08-07T13:42:54.009Z" },
     { url = "https://files.pythonhosted.org/packages/c5/26/80383131d55a4ac0fb08d71660fd77e7660b9db6bdb4e8884f46d9f2cc04/greenlet-3.2.4-cp310-cp310-manylinux2014_ppc64le.manylinux_2_17_ppc64le.whl", hash = "sha256:f10fd42b5ee276335863712fa3da6608e93f70629c631bf77145021600abc23c", size = 640802, upload-time = "2025-08-07T13:45:25.52Z" },
+    { url = "https://files.pythonhosted.org/packages/9f/7c/e7833dbcd8f376f3326bd728c845d31dcde4c84268d3921afcae77d90d08/greenlet-3.2.4-cp310-cp310-manylinux2014_s390x.manylinux_2_17_s390x.whl", hash = "sha256:c8c9e331e58180d0d83c5b7999255721b725913ff6bc6cf39fa2a45841a4fd4b", size = 636703, upload-time = "2025-08-07T13:53:12.622Z" },
     { url = "https://files.pythonhosted.org/packages/e9/49/547b93b7c0428ede7b3f309bc965986874759f7d89e4e04aeddbc9699acb/greenlet-3.2.4-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:58b97143c9cc7b86fc458f215bd0932f1757ce649e05b640fea2e79b54cedb31", size = 635417, upload-time = "2025-08-07T13:18:25.189Z" },
     { url = "https://files.pythonhosted.org/packages/7f/91/ae2eb6b7979e2f9b035a9f612cf70f1bf54aad4e1d125129bef1eae96f19/greenlet-3.2.4-cp310-cp310-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:c2ca18a03a8cfb5b25bc1cbe20f3d9a4c80d8c3b13ba3df49ac3961af0b1018d", size = 584358, upload-time = "2025-08-07T13:18:23.708Z" },
     { url = "https://files.pythonhosted.org/packages/f7/85/433de0c9c0252b22b16d413c9407e6cb3b41df7389afc366ca204dbc1393/greenlet-3.2.4-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:9fe0a28a7b952a21e2c062cd5756d34354117796c6d9215a87f55e38d15402c5", size = 1113550, upload-time = "2025-08-07T13:42:37.467Z" },
@@ -849,6 +850,7 @@ wheels = [
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     { url = "https://files.pythonhosted.org/packages/09/16/2c3792cba130000bf2a31c5272999113f4764fd9d874fb257ff588ac779a/greenlet-3.2.4-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:1ee8fae0519a337f2329cb78bd7a8e128ec0f881073d43f023c7b8d4831d5246", size = 632472, upload-time = "2025-08-07T13:42:55.044Z" },
     { url = "https://files.pythonhosted.org/packages/ae/8f/95d48d7e3d433e6dae5b1682e4292242a53f22df82e6d3dda81b1701a960/greenlet-3.2.4-cp311-cp311-manylinux2014_ppc64le.manylinux_2_17_ppc64le.whl", hash = "sha256:94abf90142c2a18151632371140b3dba4dee031633fe614cb592dbb6c9e17bc3", size = 644646, upload-time = "2025-08-07T13:45:26.523Z" },
+    { url = "https://files.pythonhosted.org/packages/d5/5e/405965351aef8c76b8ef7ad370e5da58d57ef6068df197548b015464001a/greenlet-3.2.4-cp311-cp311-manylinux2014_s390x.manylinux_2_17_s390x.whl", hash = "sha256:4d1378601b85e2e5171b99be8d2dc85f594c79967599328f95c1dc1a40f1c633", size = 640519, upload-time = "2025-08-07T13:53:13.928Z" },
     { url = "https://files.pythonhosted.org/packages/25/5d/382753b52006ce0218297ec1b628e048c4e64b155379331f25a7316eb749/greenlet-3.2.4-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:0db5594dce18db94f7d1650d7489909b57afde4c580806b8d9203b6e79cdc079", size = 639707, upload-time = "2025-08-07T13:18:27.146Z" },
     { url = "https://files.pythonhosted.org/packages/1f/8e/abdd3f14d735b2929290a018ecf133c901be4874b858dd1c604b9319f064/greenlet-3.2.4-cp311-cp311-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:2523e5246274f54fdadbce8494458a2ebdcdbc7b802318466ac5606d3cded1f8", size = 587684, upload-time = "2025-08-07T13:18:25.164Z" },
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@@ -859,6 +861,7 @@ wheels = [
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@@ -879,6 +883,7 @@ wheels = [
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+    { url = "https://files.pythonhosted.org/packages/dc/8b/29aae55436521f1d6f8ff4e12fb676f3400de7fcf27fccd1d4d17fd8fecd/greenlet-3.2.4-cp314-cp314-manylinux2014_s390x.manylinux_2_17_s390x.whl", hash = "sha256:b4a1870c51720687af7fa3e7cda6d08d801dae660f75a76f3845b642b4da6ee1", size = 694659, upload-time = "2025-08-07T13:53:17.759Z" },
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@@ -887,6 +892,7 @@ wheels = [
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+    { url = "https://files.pythonhosted.org/packages/bd/e0/849b9159cbb176f8c0af5caaff1faffdece7a8417fcc6fe1869770e33e21/greenlet-3.2.4-cp39-cp39-manylinux2014_s390x.manylinux_2_17_s390x.whl", hash = "sha256:671df96c1f23c4a0d4077a325483c1503c96a1b7d9db26592ae770daa41233d4", size = 634751, upload-time = "2025-08-07T13:53:18.848Z" },
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@@ -2411,7 +2417,7 @@ wheels = [
 
 [[package]]
 name = "policyengine"
-version = "4.4.2"
+version = "4.4.3"
 source = { editable = "." }
 dependencies = [
     { name = "jsonschema" },
@@ -2475,9 +2481,9 @@ requires-dist = [
     { name = "pandas", specifier = ">=2.0.0" },
     { name = "plotly", marker = "extra == 'dev'", specifier = ">=5.0.0" },
     { name = "plotly", marker = "extra == 'plotting'", specifier = ">=5.0.0" },
-    { name = "policyengine-core", marker = "extra == 'dev'", specifier = ">=3.26.1" },
-    { name = "policyengine-core", marker = "extra == 'uk'", specifier = ">=3.26.1" },
-    { name = "policyengine-core", marker = "extra == 'us'", specifier = ">=3.26.1" },
+    { name = "policyengine-core", marker = "extra == 'dev'", specifier = "==3.26.1" },
+    { name = "policyengine-core", marker = "extra == 'uk'", specifier = "==3.26.1" },
+    { name = "policyengine-core", marker = "extra == 'us'", specifier = "==3.26.1" },
     { name = "policyengine-uk", marker = "extra == 'dev'", specifier = "==2.88.14" },
     { name = "policyengine-uk", marker = "extra == 'uk'", specifier = "==2.88.14" },
     { name = "policyengine-us", marker = "extra == 'dev'", specifier = "==1.690.7" },

From 68129f6bf6cd940ef9a7c3cb8cf328f22cce6f9f Mon Sep 17 00:00:00 2001
From: Anthony Volk <anth.volk@gmail.com>
Date: Mon, 11 May 2026 20:32:02 +0200
Subject: [PATCH 3/9] Add bundle constrained install helper

---
 .github/check_bundle_consistency.py   |  10 +-
 README.md                             |  18 ++-
 changelog.d/bundle-runtime.changed.md |   2 +-
 docs/release-bundles.md               |  34 ++++++
 pyproject.toml                        |   1 +
 src/policyengine/bundle.py            | 166 +++++++++++++++++++++++++-
 src/policyengine/bundle_cli.py        | 106 ++++++++++++++++
 src/policyengine/data/bundle.json     |   7 +-
 tests/test_policyengine_bundle.py     |  52 +++++++-
 9 files changed, 386 insertions(+), 10 deletions(-)
 create mode 100644 src/policyengine/bundle_cli.py

diff --git a/.github/check_bundle_consistency.py b/.github/check_bundle_consistency.py
index d939066b..34af429b 100644
--- a/.github/check_bundle_consistency.py
+++ b/.github/check_bundle_consistency.py
@@ -100,7 +100,9 @@ def _check_country_manifests(bundle: dict[str, Any]) -> list[str]:
         country_bundle = _load_json(COUNTRY_BUNDLE_ROOT / country_bundle_path)
         country_manifest = _load_json(COUNTRY_MANIFEST_ROOT / f"{country_id}.json")
         if country_bundle.get("bundle_version") != bundle.get("bundle_version"):
-            errors.append(f"{country_bundle_path} bundle_version does not match bundle.")
+            errors.append(
+                f"{country_bundle_path} bundle_version does not match bundle."
+            )
         if country_manifest.get("policyengine_version") != bundle.get("bundle_version"):
             errors.append(
                 f"release_manifests/{country_id}.json policyengine_version "
@@ -198,9 +200,9 @@ def _optional_dependency_pins(pyproject: Path) -> dict[str, dict[str, str]]:
             dependency = dependency_match.group(1)
             pin_match = re.match(r"^([A-Za-z0-9_.-]+)==([^;]+)$", dependency)
             if pin_match:
-                extras[current_extra][
-                    _normalized_package_name(pin_match.group(1))
-                ] = pin_match.group(2)
+                extras[current_extra][_normalized_package_name(pin_match.group(1))] = (
+                    pin_match.group(2)
+                )
     return extras
 
 
diff --git a/README.md b/README.md
index 8d702595..d7b68dd7 100644
--- a/README.md
+++ b/README.md
@@ -89,8 +89,22 @@ pip install "policyengine[us]==4.4.2"       # US model profile
 pip install "policyengine[uk,us]==4.4.2"    # both country profiles
 ```
 
-For exact transitive reproducibility, install with the matching constraints or
-lock artifacts from the corresponding `policyengine-bundles` release.
+For exact transitive reproducibility, install with the matching constraints from
+the corresponding `policyengine-bundles` release. Once `policyengine` is
+available in the target environment, the bundled helper can run the constrained
+install:
+
+```bash
+python -m policyengine.bundle install us --python-version 3.13
+```
+
+From outside the target environment, run it with an explicit target interpreter:
+
+```bash
+uvx --from policyengine==4.4.2 policyengine-bundle install us \
+  --python-version 3.13 \
+  --target-python .venv/bin/python
+```
 
 ### For development
 
diff --git a/changelog.d/bundle-runtime.changed.md b/changelog.d/bundle-runtime.changed.md
index 93426373..fa9611ad 100644
--- a/changelog.d/bundle-runtime.changed.md
+++ b/changelog.d/bundle-runtime.changed.md
@@ -1 +1 @@
-Add bundle runtime metadata, strict bundle validation, and release consistency checks.
+Add bundle runtime metadata, strict bundle validation, release consistency checks, and a bundle-constrained install helper.
diff --git a/docs/release-bundles.md b/docs/release-bundles.md
index b3e71f9c..614572bf 100644
--- a/docs/release-bundles.md
+++ b/docs/release-bundles.md
@@ -56,6 +56,7 @@ It does not define the final supported runtime bundle exposed to users.
 - runtime bundle certification
 - user-facing reproducibility boundaries
 - the supported mapping from `policyengine.py` version to country model version and certified data artifact
+- a package-provided installer helper that maps a profile and Python version to the matching bundle constraints
 
 It does not rebuild microdata artifacts.
 
@@ -437,6 +438,39 @@ The target implementation in `policyengine.py` should add:
 - explicit runtime bundle metadata on simulations, APIs, and app responses
 - checksum-backed dataset resolution from the certified bundle manifest
 
+## Installing from a bundle
+
+Country extras remain the convenient install surface:
+
+```bash
+pip install "policyengine[us]==4.4.2"
+```
+
+That pins the direct PolicyEngine-owned packages recorded in the vendored
+bundle. For exact transitive reproducibility, use the profile/Python constraints
+recorded in the matching `policyengine-bundles` release:
+
+```bash
+python -m policyengine.bundle constraints-url us --python-version 3.13
+python -m policyengine.bundle install us --python-version 3.13
+```
+
+If the helper is run through `uvx` or another isolated tool runner, pass the
+target interpreter explicitly so the install lands in the intended environment:
+
+```bash
+uvx --from policyengine==4.4.2 policyengine-bundle install us \
+  --python-version 3.13 \
+  --target-python .venv/bin/python
+```
+
+The helper constructs an install equivalent to:
+
+```bash
+python -m pip install "policyengine[us]==4.4.2" \
+  -c https://raw.githubusercontent.com/PolicyEngine/policyengine-bundles/v4.4.2/bundles/4.4.2/install/us/py313/constraints.txt
+```
+
 ## Why not let `policyengine.py` build all country data directly?
 
 Because that would centralise the wrong concerns:
diff --git a/pyproject.toml b/pyproject.toml
index c5123c69..db0d0042 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -32,6 +32,7 @@ dependencies = [
 
 [project.scripts]
 policyengine = "policyengine.cli:main"
+policyengine-bundle = "policyengine.bundle_cli:main"
 
 [project.optional-dependencies]
 plotting = [
diff --git a/src/policyengine/bundle.py b/src/policyengine/bundle.py
index 2352ffad..dfa3e6fb 100644
--- a/src/policyengine/bundle.py
+++ b/src/policyengine/bundle.py
@@ -2,13 +2,27 @@
 
 import json
 import os
+import subprocess
+import sys
 from functools import lru_cache
 from importlib import metadata
 from importlib.resources import files
+from pathlib import Path
 from typing import Any, Optional
 
 STRICT_BUNDLE_ENV_VAR = "POLICYENGINE_BUNDLE_STRICT"
 TRUTHY_ENV_VALUES = {"1", "true", "yes", "on"}
+BUNDLE_REPOSITORY = "PolicyEngine/policyengine-bundles"
+BUNDLE_RAW_URL_TEMPLATE = (
+    "https://raw.githubusercontent.com/"
+    + BUNDLE_REPOSITORY
+    + "/{ref}/bundles/{version}/{path}"
+)
+PROFILE_EXTRAS = {
+    "us": "us",
+    "uk": "uk",
+    "all": "uk,us",
+}
 
 
 class BundleMismatchError(RuntimeError):
@@ -37,7 +51,9 @@ def get_profile(profile: str) -> dict[str, Any]:
     try:
         return profiles[profile]
     except KeyError as exc:
-        raise BundleMismatchError(f"Unknown PolicyEngine bundle profile: {profile}") from exc
+        raise BundleMismatchError(
+            f"Unknown PolicyEngine bundle profile: {profile}"
+        ) from exc
 
 
 def get_country_bundle(country_id: str) -> dict[str, Any]:
@@ -58,6 +74,134 @@ def get_country_bundle(country_id: str) -> dict[str, Any]:
     return json.loads(country_bundle_path.read_text())
 
 
+def get_install_target(
+    profile: str,
+    python_version: Optional[str] = None,
+) -> dict[str, Any]:
+    resolved_python_version = python_version or current_python_version()
+    target_key = python_version_key(resolved_python_version)
+    install_targets = get_profile(profile).get("install_targets", {})
+    try:
+        return install_targets[target_key]
+    except KeyError as exc:
+        raise BundleMismatchError(
+            f"No install target for profile {profile!r} and Python "
+            f"{resolved_python_version!r} in PolicyEngine bundle "
+            f"{get_bundle_version()}."
+        ) from exc
+
+
+def constraints_url(
+    profile: str,
+    python_version: Optional[str] = None,
+    *,
+    bundle_ref: Optional[str] = None,
+) -> str:
+    """Return the immutable constraints URL for a profile install target."""
+
+    version = get_bundle_version()
+    target = get_install_target(profile, python_version)
+    constraints_path = str(target["constraints"])
+    ref = bundle_ref or f"v{version}"
+    return BUNDLE_RAW_URL_TEMPLATE.format(
+        ref=ref,
+        version=version,
+        path=constraints_path,
+    )
+
+
+def install_profile(
+    profile: str,
+    python_version: Optional[str] = None,
+    *,
+    installer: str = "pip",
+    target_python: Optional[str] = None,
+    dry_run: bool = False,
+    runner: Optional[Any] = None,
+) -> list[str]:
+    """Install a certified profile using the vendored bundle's constraints."""
+
+    command = install_command(
+        profile,
+        python_version,
+        installer=installer,
+        target_python=target_python,
+    )
+    if dry_run:
+        return command
+    resolved_runner = runner or _run_command
+    resolved_runner(command)
+    return command
+
+
+def install_command(
+    profile: str,
+    python_version: Optional[str] = None,
+    *,
+    installer: str = "pip",
+    target_python: Optional[str] = None,
+) -> list[str]:
+    resolved_target_python = target_python or default_target_python()
+    package_spec = policyengine_package_spec(profile)
+    constraints = constraints_url(profile, python_version)
+    if installer == "pip":
+        return [
+            resolved_target_python,
+            "-m",
+            "pip",
+            "install",
+            package_spec,
+            "-c",
+            constraints,
+        ]
+    if installer == "uv":
+        return [
+            "uv",
+            "pip",
+            "install",
+            "--python",
+            resolved_target_python,
+            package_spec,
+            "-c",
+            constraints,
+        ]
+    raise BundleMismatchError(
+        f"Unsupported installer {installer!r}. Expected 'pip' or 'uv'."
+    )
+
+
+def policyengine_package_spec(profile: str) -> str:
+    try:
+        extra = PROFILE_EXTRAS[profile]
+    except KeyError as exc:
+        raise BundleMismatchError(
+            f"Unknown PolicyEngine bundle profile: {profile}"
+        ) from exc
+    return f"policyengine[{extra}]=={get_bundle_version()}"
+
+
+def python_version_key(python_version: str) -> str:
+    parts = python_version.split(".")
+    if len(parts) != 2 or not all(part.isdigit() for part in parts):
+        raise BundleMismatchError(
+            "Python version must use major.minor form, e.g. '3.13'."
+        )
+    return f"py{parts[0]}{parts[1]}"
+
+
+def current_python_version() -> str:
+    return f"{sys.version_info.major}.{sys.version_info.minor}"
+
+
+def default_target_python() -> str:
+    virtual_env = os.environ.get("VIRTUAL_ENV")
+    if virtual_env:
+        candidate = _virtualenv_python(Path(virtual_env))
+        if candidate.is_file():
+            return str(candidate)
+    return sys.executable
+
+
 def current_profile_summary(profile: Optional[str] = None) -> dict[str, Any]:
     manifest = get_bundle_manifest()
     resolved_profile = profile or "all"
@@ -139,6 +283,16 @@ def _installed_version(package_name: str) -> Optional[str]:
         return None
 
 
+def _run_command(command: list[str]) -> None:
+    subprocess.run(command, check=True)
+
+
+def _virtualenv_python(virtual_env: Path) -> Path:
+    if os.name == "nt":
+        return virtual_env / "Scripts" / "python.exe"
+    return virtual_env / "bin" / "python"
+
+
 class CurrentBundle:
     def as_dict(self) -> dict[str, Any]:
         return get_bundle_manifest()
@@ -148,3 +302,13 @@ def __getitem__(self, key: str) -> Any:
 
 
 current = CurrentBundle()
+
+
+def main(argv: Optional[list[str]] = None) -> int:
+    from policyengine.bundle_cli import main as bundle_cli_main
+
+    return bundle_cli_main(argv)
+
+
+if __name__ == "__main__":  # pragma: no cover
+    raise SystemExit(main())
diff --git a/src/policyengine/bundle_cli.py b/src/policyengine/bundle_cli.py
new file mode 100644
index 00000000..3b777a77
--- /dev/null
+++ b/src/policyengine/bundle_cli.py
@@ -0,0 +1,106 @@
+from __future__ import annotations
+
+import argparse
+import shlex
+from typing import Optional, Sequence
+
+from policyengine.bundle import (
+    constraints_url,
+    current_python_version,
+    default_target_python,
+    get_bundle_version,
+    install_profile,
+)
+
+
+def _parser() -> argparse.ArgumentParser:
+    parser = argparse.ArgumentParser(
+        prog="policyengine-bundle",
+        description="Install PolicyEngine profiles from the vendored bundle.",
+    )
+    subparsers = parser.add_subparsers(dest="command", required=True)
+
+    constraints = subparsers.add_parser(
+        "constraints-url",
+        help="Print the constraints URL for a bundle profile and Python version.",
+    )
+    _add_profile_argument(constraints)
+    _add_python_version_argument(constraints)
+
+    install = subparsers.add_parser(
+        "install",
+        help="Install a certified PolicyEngine profile with bundle constraints.",
+    )
+    _add_profile_argument(install)
+    _add_python_version_argument(install)
+    install.add_argument(
+        "--target-python",
+        default=None,
+        help=(
+            "Interpreter to install into. Defaults to the active virtualenv "
+            "interpreter when VIRTUAL_ENV is set, otherwise this command's "
+            "Python interpreter."
+        ),
+    )
+    install.add_argument(
+        "--installer",
+        choices=("pip", "uv"),
+        default="pip",
+        help="Installer backend to run. Defaults to pip.",
+    )
+    install.add_argument(
+        "--dry-run",
+        action="store_true",
+        help="Print the install command without running it.",
+    )
+
+    return parser
+
+
+def _add_profile_argument(parser: argparse.ArgumentParser) -> None:
+    parser.add_argument(
+        "profile",
+        choices=("us", "uk", "all"),
+        help="Bundle profile to install.",
+    )
+
+
+def _add_python_version_argument(parser: argparse.ArgumentParser) -> None:
+    parser.add_argument(
+        "--python-version",
+        default=current_python_version(),
+        help=(
+            "Bundle Python major.minor target. Defaults to the Python version "
+            "running this command."
+        ),
+    )
+
+
+def main(argv: Optional[Sequence[str]] = None) -> int:
+    args = _parser().parse_args(argv)
+    if args.command == "constraints-url":
+        print(constraints_url(args.profile, args.python_version))
+        return 0
+    if args.command == "install":
+        target_python = args.target_python or default_target_python()
+        command = install_profile(
+            args.profile,
+            args.python_version,
+            installer=args.installer,
+            target_python=target_python,
+            dry_run=args.dry_run,
+        )
+        if args.dry_run:
+            print(shlex.join(command))
+        else:
+            print(
+                "Installed PolicyEngine bundle "
+                f"{get_bundle_version()} profile {args.profile!r} into "
+                f"{target_python}."
+            )
+        return 0
+    return 1
+
+
+if __name__ == "__main__":  # pragma: no cover
+    raise SystemExit(main())
diff --git a/src/policyengine/data/bundle.json b/src/policyengine/data/bundle.json
index 7e17a4aa..a48d32cf 100644
--- a/src/policyengine/data/bundle.json
+++ b/src/policyengine/data/bundle.json
@@ -1,5 +1,5 @@
 {
-  "bundle_digest": "sha256:6828143eb81f276a7d99b1b1e75bcda0746e1eea23dbce9a0e0c8e9341017295",
+  "bundle_digest": "sha256:01f6fbeefb5e16d79a35c56f64cedf8ed8b45ac5c18cfe3af6fcad3da925f96b",
   "bundle_version": "4.4.2",
   "countries": {
     "uk": "countries/uk.json",
@@ -12,6 +12,11 @@
     "python_versions": [
       "3.13"
     ],
+    "resolver": {
+      "exclude_newer": "2026-05-09T10:39:06Z",
+      "name": "uv",
+      "resolution": "highest"
+    },
     "testing_only": false
   },
   "packages": {
diff --git a/tests/test_policyengine_bundle.py b/tests/test_policyengine_bundle.py
index f65a4877..514b2602 100644
--- a/tests/test_policyengine_bundle.py
+++ b/tests/test_policyengine_bundle.py
@@ -42,7 +42,9 @@ def read_text(self) -> str:
         return self.path.read_text()
 
 
-bundle.files = lambda _package_name: LocalPackageFiles(REPO_ROOT / "src" / "policyengine")
+bundle.files = lambda _package_name: LocalPackageFiles(
+    REPO_ROOT / "src" / "policyengine"
+)
 
 
 def pyproject_version() -> str:
@@ -95,5 +97,53 @@ def test_require_bundle_strict_rejects_version_mismatch(monkeypatch) -> None:
         bundle.require_bundle(bundle.get_bundle_version(), profile="us")
 
 
+def test_constraints_url_uses_bundle_install_target() -> None:
+    assert bundle.constraints_url("us", "3.13") == (
+        "https://raw.githubusercontent.com/PolicyEngine/policyengine-bundles/"
+        "v4.4.2/bundles/4.4.2/install/us/py313/constraints.txt"
+    )
+
+
+def test_install_command_uses_target_python_and_constraints() -> None:
+    assert bundle.install_command(
+        "all",
+        "3.13",
+        target_python="/tmp/project/.venv/bin/python",
+    ) == [
+        "/tmp/project/.venv/bin/python",
+        "-m",
+        "pip",
+        "install",
+        "policyengine[uk,us]==4.4.2",
+        "-c",
+        (
+            "https://raw.githubusercontent.com/PolicyEngine/policyengine-bundles/"
+            "v4.4.2/bundles/4.4.2/install/all/py313/constraints.txt"
+        ),
+    ]
+
+
+def test_install_profile_supports_dry_run() -> None:
+    command = bundle.install_profile(
+        "uk",
+        "3.13",
+        target_python="/tmp/project/.venv/bin/python",
+        dry_run=True,
+    )
+
+    assert command[0:5] == [
+        "/tmp/project/.venv/bin/python",
+        "-m",
+        "pip",
+        "install",
+        "policyengine[uk]==4.4.2",
+    ]
+
+
+def test_install_target_rejects_unsupported_python_version() -> None:
+    with pytest.raises(bundle.BundleMismatchError, match="No install target"):
+        bundle.get_install_target("us", "3.14")
+
+
 def test_repository_bundle_consistency_check_passes() -> None:
     assert check_bundle_consistency.check_bundle_consistency() == []

From 2193a0a77b1543b3555417e7ee6001c0a6a30dc2 Mon Sep 17 00:00:00 2001
From: Anthony Volk <anth.volk@gmail.com>
Date: Mon, 11 May 2026 20:37:24 +0200
Subject: [PATCH 4/9] Sync vendored bundle resolver metadata

---
 src/policyengine/data/bundle.json | 5 +++--
 1 file changed, 3 insertions(+), 2 deletions(-)

diff --git a/src/policyengine/data/bundle.json b/src/policyengine/data/bundle.json
index a48d32cf..fec0e328 100644
--- a/src/policyengine/data/bundle.json
+++ b/src/policyengine/data/bundle.json
@@ -1,5 +1,5 @@
 {
-  "bundle_digest": "sha256:01f6fbeefb5e16d79a35c56f64cedf8ed8b45ac5c18cfe3af6fcad3da925f96b",
+  "bundle_digest": "sha256:18e1bb4fcb9300d1ab9334b441ad448b2906cd43461696624fa8a54e9c704046",
   "bundle_version": "4.4.2",
   "countries": {
     "uk": "countries/uk.json",
@@ -15,7 +15,8 @@
     "resolver": {
       "exclude_newer": "2026-05-09T10:39:06Z",
       "name": "uv",
-      "resolution": "highest"
+      "resolution": "highest",
+      "universal": true
     },
     "testing_only": false
   },

From 886eddc1c3ed3fa0d1a476691bd0352f63ab0003 Mon Sep 17 00:00:00 2001
From: Anthony Volk <anth.volk@gmail.com>
Date: Mon, 11 May 2026 20:41:46 +0200
Subject: [PATCH 5/9] Sync vendored bundle resolver version

---
 src/policyengine/data/bundle.json | 5 +++--
 1 file changed, 3 insertions(+), 2 deletions(-)

diff --git a/src/policyengine/data/bundle.json b/src/policyengine/data/bundle.json
index fec0e328..68c257f5 100644
--- a/src/policyengine/data/bundle.json
+++ b/src/policyengine/data/bundle.json
@@ -1,5 +1,5 @@
 {
-  "bundle_digest": "sha256:18e1bb4fcb9300d1ab9334b441ad448b2906cd43461696624fa8a54e9c704046",
+  "bundle_digest": "sha256:bcc9609cf369a6f1a399eaed4bd8328f99f2844e35ff1b1d2f41da49066203b1",
   "bundle_version": "4.4.2",
   "countries": {
     "uk": "countries/uk.json",
@@ -16,7 +16,8 @@
       "exclude_newer": "2026-05-09T10:39:06Z",
       "name": "uv",
       "resolution": "highest",
-      "universal": true
+      "universal": true,
+      "version": "0.8.5"
     },
     "testing_only": false
   },

From 5b23b365db72399f314b58b4d84edc29afa44816 Mon Sep 17 00:00:00 2001
From: Anthony Volk <anth.volk@gmail.com>
Date: Tue, 12 May 2026 14:14:19 +0200
Subject: [PATCH 6/9] Vendor release bundles during policyengine versioning

---
 .github/bump_version.py                       |   27 +
 .github/check_bundle_consistency.py           |  202 ++-
 .github/vendor_release_bundle.py              |  294 +++
 .github/workflows/push.yaml                   |   29 +-
 .../write_policyengine_wheel_attestation.py   |  137 ++
 README.md                                     |   17 +-
 docs/release-bundles.md                       |   42 +-
 src/policyengine/bundle.py                    |    4 +-
 src/policyengine/data/bundle.json             |   21 +-
 .../data/install/all/py313/constraints.txt    | 1438 +++++++++++++++
 .../data/install/all/py313/pylock.toml        | 1585 +++++++++++++++++
 .../data/install/all/py314/constraints.txt    | 1438 +++++++++++++++
 .../data/install/all/py314/pylock.toml        | 1585 +++++++++++++++++
 .../data/install/uk/py313/constraints.txt     | 1316 ++++++++++++++
 .../data/install/uk/py313/pylock.toml         | 1463 +++++++++++++++
 .../data/install/uk/py314/constraints.txt     | 1316 ++++++++++++++
 .../data/install/uk/py314/pylock.toml         | 1463 +++++++++++++++
 .../data/install/us/py313/constraints.txt     | 1429 +++++++++++++++
 .../data/install/us/py313/pylock.toml         | 1579 ++++++++++++++++
 .../data/install/us/py314/constraints.txt     | 1429 +++++++++++++++
 .../data/install/us/py314/pylock.toml         | 1579 ++++++++++++++++
 src/policyengine/data/validation-report.json  |  355 ++++
 tests/test_bump_version.py                    |   25 +
 tests/test_policyengine_bundle.py             |  105 +-
 tests/test_policyengine_wheel_attestation.py  |   65 +
 tests/test_vendor_release_bundle.py           |  181 ++
 26 files changed, 19100 insertions(+), 24 deletions(-)
 create mode 100644 .github/vendor_release_bundle.py
 create mode 100644 .github/write_policyengine_wheel_attestation.py
 create mode 100644 src/policyengine/data/install/all/py313/constraints.txt
 create mode 100644 src/policyengine/data/install/all/py313/pylock.toml
 create mode 100644 src/policyengine/data/install/all/py314/constraints.txt
 create mode 100644 src/policyengine/data/install/all/py314/pylock.toml
 create mode 100644 src/policyengine/data/install/uk/py313/constraints.txt
 create mode 100644 src/policyengine/data/install/uk/py313/pylock.toml
 create mode 100644 src/policyengine/data/install/uk/py314/constraints.txt
 create mode 100644 src/policyengine/data/install/uk/py314/pylock.toml
 create mode 100644 src/policyengine/data/install/us/py313/constraints.txt
 create mode 100644 src/policyengine/data/install/us/py313/pylock.toml
 create mode 100644 src/policyengine/data/install/us/py314/constraints.txt
 create mode 100644 src/policyengine/data/install/us/py314/pylock.toml
 create mode 100644 src/policyengine/data/validation-report.json
 create mode 100644 tests/test_policyengine_wheel_attestation.py
 create mode 100644 tests/test_vendor_release_bundle.py

diff --git a/.github/bump_version.py b/.github/bump_version.py
index ae0a8064..433c5426 100644
--- a/.github/bump_version.py
+++ b/.github/bump_version.py
@@ -140,6 +140,32 @@ def validate_vendored_bundle_version(repo_root: Path, new_version: str):
         sys.exit(1)
 
 
+def vendored_bundle_matches(repo_root: Path, new_version: str) -> bool:
+    bundle_path = repo_root / "src" / "policyengine" / "data" / "bundle.json"
+    if not bundle_path.exists():
+        return False
+    bundle = json.loads(bundle_path.read_text())
+    return (
+        bundle.get("bundle_version") == new_version
+        and (bundle.get("policyengine") or {}).get("version") == new_version
+    )
+
+
+def vendor_matching_bundle(repo_root: Path, new_version: str):
+    if vendored_bundle_matches(repo_root, new_version):
+        return
+    subprocess.run(
+        [
+            sys.executable,
+            str(repo_root / ".github" / "vendor_release_bundle.py"),
+            "--version",
+            new_version,
+        ],
+        cwd=repo_root,
+        check=True,
+    )
+
+
 def main():
     root = Path(__file__).resolve().parent.parent
     pyproject = root / "pyproject.toml"
@@ -152,6 +178,7 @@ def main():
 
     print(f"Version: {current} -> {new} ({bump})")
 
+    vendor_matching_bundle(root, new)
     validate_vendored_bundle_version(root, new)
     update_file(pyproject, new)
 
diff --git a/.github/check_bundle_consistency.py b/.github/check_bundle_consistency.py
index 34af429b..f3b573a7 100644
--- a/.github/check_bundle_consistency.py
+++ b/.github/check_bundle_consistency.py
@@ -1,16 +1,19 @@
 from __future__ import annotations
 
 import argparse
+import hashlib
 import json
 import re
 import sys
+import tarfile
 from pathlib import Path
 from typing import Any
 
 REPO_ROOT = Path(__file__).resolve().parents[1]
 PYPROJECT = REPO_ROOT / "pyproject.toml"
-BUNDLE_PATH = REPO_ROOT / "src" / "policyengine" / "data" / "bundle.json"
-COUNTRY_BUNDLE_ROOT = REPO_ROOT / "src" / "policyengine" / "data"
+VENDORED_BUNDLE_ROOT = REPO_ROOT / "src" / "policyengine" / "data"
+BUNDLE_PATH = VENDORED_BUNDLE_ROOT / "bundle.json"
+COUNTRY_BUNDLE_ROOT = VENDORED_BUNDLE_ROOT
 COUNTRY_MANIFEST_ROOT = (
     REPO_ROOT / "src" / "policyengine" / "data" / "release_manifests"
 )
@@ -25,9 +28,17 @@ def main() -> int:
         type=Path,
         help="Optional bundle.json downloaded from the matching bundle release.",
     )
+    parser.add_argument(
+        "--release-asset-dir",
+        type=Path,
+        help=(
+            "Optional directory containing all policyengine-bundles GitHub "
+            "release assets for this version."
+        ),
+    )
     args = parser.parse_args()
 
-    errors = check_bundle_consistency(args.release_bundle)
+    errors = check_bundle_consistency(args.release_bundle, args.release_asset_dir)
     if errors:
         print("\n".join(f"- {error}" for error in errors), file=sys.stderr)
         return 1
@@ -35,7 +46,10 @@ def main() -> int:
     return 0
 
 
-def check_bundle_consistency(release_bundle: Path | None = None) -> list[str]:
+def check_bundle_consistency(
+    release_bundle: Path | None = None,
+    release_asset_dir: Path | None = None,
+) -> list[str]:
     errors: list[str] = []
     bundle = _load_json(BUNDLE_PATH)
     pyproject_version = _pyproject_version(PYPROJECT)
@@ -51,9 +65,12 @@ def check_bundle_consistency(release_bundle: Path | None = None) -> list[str]:
     for profile in ("us", "uk"):
         errors.extend(_check_profile_extra(bundle, extras, profile))
     errors.extend(_check_dev_extra(bundle, extras))
+    errors.extend(_check_vendored_bundle_files(bundle))
     errors.extend(_check_country_manifests(bundle))
     if release_bundle is not None:
         errors.extend(_check_release_bundle(bundle, _load_json(release_bundle)))
+    if release_asset_dir is not None:
+        errors.extend(_check_release_asset_dir(bundle, release_asset_dir))
     return errors
 
 
@@ -97,8 +114,16 @@ def _check_dev_extra(
 def _check_country_manifests(bundle: dict[str, Any]) -> list[str]:
     errors = []
     for country_id, country_bundle_path in bundle.get("countries", {}).items():
-        country_bundle = _load_json(COUNTRY_BUNDLE_ROOT / country_bundle_path)
-        country_manifest = _load_json(COUNTRY_MANIFEST_ROOT / f"{country_id}.json")
+        country_bundle_file = COUNTRY_BUNDLE_ROOT / country_bundle_path
+        country_manifest_file = COUNTRY_MANIFEST_ROOT / f"{country_id}.json"
+        if not country_bundle_file.is_file():
+            errors.append(f"{country_bundle_path} is missing.")
+            continue
+        if not country_manifest_file.is_file():
+            errors.append(f"release_manifests/{country_id}.json is missing.")
+            continue
+        country_bundle = _load_json(country_bundle_file)
+        country_manifest = _load_json(country_manifest_file)
         if country_bundle.get("bundle_version") != bundle.get("bundle_version"):
             errors.append(
                 f"{country_bundle_path} bundle_version does not match bundle."
@@ -129,6 +154,17 @@ def _check_country_manifests(bundle: dict[str, Any]) -> list[str]:
     return errors
 
 
+def _check_vendored_bundle_files(bundle: dict[str, Any]) -> list[str]:
+    errors = []
+    for relative_path in sorted(_bundle_referenced_paths(bundle)):
+        path = VENDORED_BUNDLE_ROOT / relative_path
+        if not path.is_file():
+            errors.append(
+                f"Vendored bundle references {relative_path}, but the file is missing."
+            )
+    return errors
+
+
 def _compare_country_field(
     errors: list[str],
     country_id: str,
@@ -160,6 +196,148 @@ def _check_release_bundle(
     return errors
 
 
+def _check_release_asset_dir(
+    vendored_bundle: dict[str, Any],
+    release_asset_dir: Path,
+) -> list[str]:
+    version = str(vendored_bundle.get("bundle_version"))
+    archive_path = release_asset_dir / f"policyengine-bundle-{version}.tar.gz"
+    checksum_path = archive_path.with_suffix(archive_path.suffix + ".sha256")
+    summary_path = release_asset_dir / f"policyengine-bundle-{version}.json"
+    bundle_path = release_asset_dir / f"bundle-{version}.json"
+    report_path = release_asset_dir / f"validation-report-{version}.json"
+
+    errors = []
+    expected_assets = [
+        archive_path,
+        checksum_path,
+        summary_path,
+        bundle_path,
+        report_path,
+    ]
+    for path in expected_assets:
+        if not path.is_file():
+            errors.append(f"Bundle release asset is missing: {path.name}.")
+    if errors:
+        return errors
+
+    release_bundle = _load_json(bundle_path)
+    errors.extend(_check_release_bundle(vendored_bundle, release_bundle))
+    errors.extend(
+        _check_release_summary(
+            vendored_bundle=vendored_bundle,
+            summary=_load_json(summary_path),
+            archive_path=archive_path,
+            checksum_path=checksum_path,
+        )
+    )
+    errors.extend(_check_release_validation_report(vendored_bundle, report_path))
+    errors.extend(_check_release_archive(vendored_bundle, archive_path))
+    return errors
+
+
+def _check_release_summary(
+    *,
+    vendored_bundle: dict[str, Any],
+    summary: dict[str, Any],
+    archive_path: Path,
+    checksum_path: Path,
+) -> list[str]:
+    errors = []
+    for field_name in ("bundle_version", "bundle_digest"):
+        if vendored_bundle.get(field_name) != summary.get(field_name):
+            errors.append(
+                f"Vendored {field_name} does not match bundle release summary: "
+                f"{vendored_bundle.get(field_name)} != {summary.get(field_name)}."
+            )
+    if summary.get("archive") != archive_path.name:
+        errors.append(
+            "Bundle release summary archive does not match expected asset name: "
+            f"{summary.get('archive')} != {archive_path.name}."
+        )
+
+    archive_sha256 = _sha256_file(archive_path)
+    if summary.get("archive_sha256") != archive_sha256:
+        errors.append(
+            "Bundle release summary archive_sha256 does not match archive bytes: "
+            f"{summary.get('archive_sha256')} != {archive_sha256}."
+        )
+    checksum = _read_checksum(checksum_path)
+    if checksum != archive_sha256:
+        errors.append(
+            "Bundle release archive checksum file does not match archive bytes: "
+            f"{checksum} != {archive_sha256}."
+        )
+    return errors
+
+
+def _check_release_validation_report(
+    vendored_bundle: dict[str, Any],
+    report_path: Path,
+) -> list[str]:
+    report_reference = vendored_bundle.get("validation_report")
+    if not isinstance(report_reference, str):
+        return ["Vendored bundle does not define validation_report."]
+    vendored_report_path = VENDORED_BUNDLE_ROOT / report_reference
+    if not vendored_report_path.is_file():
+        return [f"Vendored validation report is missing: {report_reference}."]
+    release_report = _load_json(report_path)
+    vendored_report = _load_json(vendored_report_path)
+    if release_report != vendored_report:
+        return ["Release validation report does not match vendored validation report."]
+    return []
+
+
+def _check_release_archive(
+    vendored_bundle: dict[str, Any],
+    archive_path: Path,
+) -> list[str]:
+    version = str(vendored_bundle.get("bundle_version"))
+    archive_root = f"policyengine-bundle-{version}"
+    expected_members = {
+        str(Path(archive_root) / relative_path)
+        for relative_path in _bundle_referenced_paths(vendored_bundle)
+    }
+    expected_members.add(str(Path(archive_root) / "bundle.json"))
+
+    errors = []
+    with tarfile.open(archive_path) as archive:
+        names = set(archive.getnames())
+        missing = sorted(expected_members - names)
+        if missing:
+            errors.append(
+                "Bundle release archive is missing referenced files: "
+                + ", ".join(missing)
+                + "."
+            )
+        bundle_member_path = str(Path(archive_root) / "bundle.json")
+        if bundle_member_path not in names:
+            errors.append("Bundle release archive is missing bundle.json.")
+        else:
+            bundle_member = archive.extractfile(bundle_member_path)
+            if bundle_member is None:
+                errors.append("Bundle release archive bundle.json is not a file.")
+                return errors
+            archive_bundle = json.loads(bundle_member.read().decode())
+            errors.extend(_check_release_bundle(vendored_bundle, archive_bundle))
+    return errors
+
+
+def _bundle_referenced_paths(bundle: dict[str, Any]) -> set[str]:
+    paths = set()
+    paths.update(str(path) for path in bundle.get("countries", {}).values())
+    validation_report = bundle.get("validation_report")
+    if isinstance(validation_report, str):
+        paths.add(validation_report)
+    for profile in bundle.get("profiles", {}).values():
+        for target in profile.get("install_targets", {}).values():
+            for field_name in ("constraints", "lockfile"):
+                path = target.get(field_name)
+                if isinstance(path, str):
+                    paths.add(path)
+    return paths
+
+
 def _expected_profile_pins(bundle: dict[str, Any], profile: str) -> dict[str, str]:
     package_names = bundle["profiles"][profile]["packages"]
     expected = {}
@@ -225,5 +403,17 @@ def _load_json(path: Path) -> dict[str, Any]:
     return json.loads(path.read_text())
 
 
+def _sha256_file(path: Path) -> str:
+    hasher = hashlib.sha256()
+    with path.open("rb") as file:
+        for chunk in iter(lambda: file.read(1024 * 1024), b""):
+            hasher.update(chunk)
+    return hasher.hexdigest()
+
+
+def _read_checksum(path: Path) -> str:
+    return path.read_text().split()[0]
+
+
 if __name__ == "__main__":
     raise SystemExit(main())
diff --git a/.github/vendor_release_bundle.py b/.github/vendor_release_bundle.py
new file mode 100644
index 00000000..c90b2b97
--- /dev/null
+++ b/.github/vendor_release_bundle.py
@@ -0,0 +1,294 @@
+from __future__ import annotations
+
+import argparse
+import json
+import re
+import shutil
+import sys
+import tarfile
+import tempfile
+import urllib.request
+from pathlib import Path
+from typing import Any
+
+BUNDLE_REPOSITORY = "PolicyEngine/policyengine-bundles"
+BUNDLE_ARCHIVE_URL = (
+    "https://github.com/"
+    + BUNDLE_REPOSITORY
+    + "/releases/download/v{version}/policyengine-bundle-{version}.tar.gz"
+)
+REPO_ROOT = Path(__file__).resolve().parents[1]
+DATA_ROOT = REPO_ROOT / "src" / "policyengine" / "data"
+PYPROJECT = REPO_ROOT / "pyproject.toml"
+MICRODATA_KIND = "microdata"
+
+
+def main() -> int:
+    parser = argparse.ArgumentParser(
+        description="Vendor a released policyengine-bundles archive into .py."
+    )
+    parser.add_argument("--version", required=True)
+    parser.add_argument(
+        "--archive",
+        type=Path,
+        help="Optional local policyengine-bundle-{version}.tar.gz archive.",
+    )
+    args = parser.parse_args()
+
+    with tempfile.TemporaryDirectory() as temp_dir:
+        temp_root = Path(temp_dir)
+        archive_path = (
+            args.archive or temp_root / f"policyengine-bundle-{args.version}.tar.gz"
+        )
+        if args.archive is None:
+            _download_bundle_archive(args.version, archive_path)
+        bundle_root = _extract_bundle_archive(archive_path, temp_root, args.version)
+        _vendor_bundle(bundle_root, DATA_ROOT, PYPROJECT)
+
+    print(f"Vendored policyengine bundle {args.version}.")
+    return 0
+
+
+def _download_bundle_archive(version: str, destination: Path) -> None:
+    url = BUNDLE_ARCHIVE_URL.format(version=version)
+    request = urllib.request.Request(url, headers={"User-Agent": "policyengine.py"})
+    destination.parent.mkdir(parents=True, exist_ok=True)
+    with urllib.request.urlopen(request, timeout=120) as response:
+        with destination.open("wb") as file:
+            shutil.copyfileobj(response, file)
+
+
+def _extract_bundle_archive(
+    archive_path: Path,
+    temp_root: Path,
+    version: str,
+) -> Path:
+    extract_root = temp_root / "bundle"
+    extract_root.mkdir()
+    with tarfile.open(archive_path) as archive:
+        _validate_archive_members(archive, extract_root)
+        archive.extractall(extract_root)
+
+    expected_root = extract_root / f"policyengine-bundle-{version}"
+    if expected_root.is_dir():
+        return expected_root
+    roots = [path for path in extract_root.iterdir() if path.is_dir()]
+    if len(roots) == 1:
+        return roots[0]
+    raise ValueError(f"Could not find bundle root in {archive_path}.")
+
+
+def _validate_archive_members(archive: tarfile.TarFile, extract_root: Path) -> None:
+    resolved_root = extract_root.resolve()
+    for member in archive.getmembers():
+        destination = (extract_root / member.name).resolve()
+        if not destination.is_relative_to(resolved_root):
+            raise ValueError(f"Unsafe path in bundle archive: {member.name!r}.")
+
+
+def _vendor_bundle(bundle_root: Path, data_root: Path, pyproject_path: Path) -> None:
+    bundle = _load_json(bundle_root / "bundle.json")
+    _require_bundle_payload(bundle_root, bundle)
+
+    data_root.mkdir(parents=True, exist_ok=True)
+    _copy_file(bundle_root / "bundle.json", data_root / "bundle.json")
+    _replace_tree(bundle_root / "countries", data_root / "countries")
+    _replace_tree(bundle_root / "install", data_root / "install")
+    _copy_file(
+        bundle_root / str(bundle["validation_report"]),
+        data_root / str(bundle["validation_report"]),
+    )
+    _write_release_manifests(bundle, data_root)
+    _update_pyproject_pins(bundle, pyproject_path)
+
+
+def _require_bundle_payload(bundle_root: Path, bundle: dict[str, Any]) -> None:
+    for path in [
+        "bundle.json",
+        bundle.get("validation_report"),
+        "countries",
+        "install",
+    ]:
+        if path is None:
+            raise ValueError("Bundle manifest does not define validation_report.")
+        if not (bundle_root / str(path)).exists():
+            raise ValueError(f"Bundle archive is missing {path}.")
+    for relative_path in bundle.get("countries", {}).values():
+        if not (bundle_root / str(relative_path)).is_file():
+            raise ValueError(f"Bundle archive is missing {relative_path}.")
+
+
+def _replace_tree(source: Path, target: Path) -> None:
+    if target.exists():
+        shutil.rmtree(target)
+    shutil.copytree(source, target)
+
+
+def _copy_file(source: Path, target: Path) -> None:
+    target.parent.mkdir(parents=True, exist_ok=True)
+    shutil.copy2(source, target)
+
+
+def _write_release_manifests(bundle: dict[str, Any], data_root: Path) -> None:
+    manifest_root = data_root / "release_manifests"
+    manifest_root.mkdir(parents=True, exist_ok=True)
+    for country_id, country_path in sorted(bundle.get("countries", {}).items()):
+        country_bundle = _load_json(data_root / str(country_path))
+        existing_path = manifest_root / f"{country_id}.json"
+        existing = _load_json(existing_path) if existing_path.is_file() else {}
+        manifest = _country_release_manifest(
+            country_id=country_id,
+            bundle=bundle,
+            country_bundle=country_bundle,
+            existing_manifest=existing,
+        )
+        existing_path.write_text(json.dumps(manifest, indent=2) + "\n")
+
+
+def _country_release_manifest(
+    *,
+    country_id: str,
+    bundle: dict[str, Any],
+    country_bundle: dict[str, Any],
+    existing_manifest: dict[str, Any],
+) -> dict[str, Any]:
+    bundle_version = str(bundle["bundle_version"])
+    default_dataset = str(country_bundle["default_dataset"])
+    datasets = country_bundle.get("datasets", {})
+    default_artifact = datasets.get(default_dataset)
+    if not isinstance(default_artifact, dict):
+        raise ValueError(f"{country_id} default dataset is not present in bundle.")
+
+    certification = country_bundle.get("certification", {})
+    data_package = _data_package_reference(country_bundle)
+    return {
+        "schema_version": 1,
+        "bundle_id": f"{country_id}-{bundle_version}",
+        "country_id": country_id,
+        "policyengine_version": bundle_version,
+        "model_package": _package_version(country_bundle["model_package"]),
+        "data_package": data_package,
+        "certified_data_artifact": {
+            "data_package": {
+                "name": data_package["name"],
+                "version": data_package["version"],
+            },
+            "build_id": certification.get("data_build_id"),
+            "dataset": default_dataset,
+            "uri": _policyengine_hf_uri(country_bundle, default_artifact),
+            "sha256": default_artifact.get("sha256"),
+        },
+        "certification": {
+            "compatibility_basis": certification.get("compatibility_basis"),
+            "data_build_id": certification.get("data_build_id"),
+            "built_with_model_version": (
+                certification.get("built_with_model_package", {}).get("version")
+            ),
+            "certified_for_model_version": (
+                certification.get("certified_for_model_package", {}).get("version")
+            ),
+            "data_build_fingerprint": certification.get("data_build_fingerprint"),
+            "certified_by": "policyengine.py bundled manifest",
+        },
+        "default_dataset": default_dataset,
+        "datasets": _dataset_path_references(country_bundle),
+        "region_datasets": existing_manifest.get("region_datasets", {}),
+    }
+
+
+def _package_version(package: dict[str, Any]) -> dict[str, str]:
+    payload = {
+        "name": str(package["name"]),
+        "version": str(package["version"]),
+    }
+    for field_name in ("sha256", "wheel_url"):
+        value = package.get(field_name)
+        if isinstance(value, str):
+            payload[field_name] = value
+    return payload
+
+
+def _data_package_reference(country_bundle: dict[str, Any]) -> dict[str, str]:
+    data_package = country_bundle["data_package"]
+    artifact_release = country_bundle.get("artifact_release", {})
+    payload = {
+        "name": str(data_package["name"]),
+        "version": str(data_package["version"]),
+        "repo_id": str(data_package["repo_id"]),
+        "repo_type": str(data_package.get("repo_type", "model")),
+        "release_manifest_path": str(
+            data_package.get("release_manifest_path", "release_manifest.json")
+        ),
+    }
+    release_manifest_revision = artifact_release.get("version")
+    if isinstance(release_manifest_revision, str):
+        payload["release_manifest_revision"] = release_manifest_revision
+    return payload
+
+
+def _dataset_path_references(
+    country_bundle: dict[str, Any],
+) -> dict[str, dict[str, str]]:
+    references = {}
+    for dataset_name, artifact in country_bundle.get("datasets", {}).items():
+        if artifact.get("kind") != MICRODATA_KIND:
+            continue
+        path = artifact.get("path")
+        if isinstance(path, str):
+            references[dataset_name] = {"path": path}
+    return references
+
+
+def _policyengine_hf_uri(
+    country_bundle: dict[str, Any],
+    artifact: dict[str, Any],
+) -> str:
+    path = artifact.get("path")
+    if isinstance(path, str):
+        repo_id = artifact.get("repo_id") or country_bundle["data_package"]["repo_id"]
+        revision = artifact.get("revision") or country_bundle["data_package"]["version"]
+        return f"hf://{repo_id}/{path}@{revision}"
+
+    uri = artifact.get("uri")
+    if isinstance(uri, str):
+        return _bundle_hf_uri_to_policyengine_uri(uri)
+    raise ValueError("Data artifact must define path or uri.")
+
+
+def _bundle_hf_uri_to_policyengine_uri(uri: str) -> str:
+    if not uri.startswith("hf://"):
+        return uri
+    remainder = uri.removeprefix("hf://")
+    first_component, _, rest = remainder.partition("/")
+    if first_component in {"model", "dataset"}:
+        remainder = rest
+    repo_id, separator, revision_and_path = remainder.partition("@")
+    if not separator:
+        return uri
+    revision, separator, path = revision_and_path.partition("/")
+    if not separator:
+        return uri
+    return f"hf://{repo_id}/{path}@{revision}"
+
+
+def _update_pyproject_pins(bundle: dict[str, Any], pyproject_path: Path) -> None:
+    text = pyproject_path.read_text()
+    for package_name, package in sorted(bundle.get("packages", {}).items()):
+        if package.get("role") == "bundle_carrier":
+            continue
+        version = package.get("version")
+        if not isinstance(version, str):
+            continue
+        pattern = rf'("{re.escape(package_name)}==)[^"]+(")'
+        text, replacements = re.subn(pattern, rf"\g<1>{version}\g<2>", text)
+        if replacements == 0:
+            raise ValueError(f"Could not find pyproject pin for {package_name}.")
+    pyproject_path.write_text(text)
+
+
+def _load_json(path: Path) -> dict[str, Any]:
+    return json.loads(path.read_text())
+
+
+if __name__ == "__main__":
+    sys.exit(main())
diff --git a/.github/workflows/push.yaml b/.github/workflows/push.yaml
index 66a2bbfb..3e73b238 100644
--- a/.github/workflows/push.yaml
+++ b/.github/workflows/push.yaml
@@ -125,6 +125,8 @@ jobs:
         env:
           HUGGING_FACE_TOKEN: ${{ secrets.HUGGING_FACE_TOKEN }}
         run: python scripts/generate_trace_tros.py
+      - name: Verify vendored bundle consistency
+        run: python .github/check_bundle_consistency.py
       - name: Update changelog and TROs
         uses: EndBug/add-and-commit@v9
         with:
@@ -150,14 +152,28 @@ jobs:
         run: uv pip install -e .[dev] --system
       - name: Install policyengine
         run: uv pip install policyengine --system
-      - name: Verify matching bundle release asset
+      - name: Verify matching bundle release assets
         run: |
           VERSION=$(python .github/fetch_version.py)
+          ASSET_DIR=/tmp/policyengine-bundle-assets
+          mkdir -p "$ASSET_DIR"
           curl -fsSL \
-            -o /tmp/policyengine-bundle.json \
+            -o "${ASSET_DIR}/bundle-${VERSION}.json" \
             "https://github.com/PolicyEngine/policyengine-bundles/releases/download/v${VERSION}/bundle-${VERSION}.json"
+          curl -fsSL \
+            -o "${ASSET_DIR}/validation-report-${VERSION}.json" \
+            "https://github.com/PolicyEngine/policyengine-bundles/releases/download/v${VERSION}/validation-report-${VERSION}.json"
+          curl -fsSL \
+            -o "${ASSET_DIR}/policyengine-bundle-${VERSION}.json" \
+            "https://github.com/PolicyEngine/policyengine-bundles/releases/download/v${VERSION}/policyengine-bundle-${VERSION}.json"
+          curl -fsSL \
+            -o "${ASSET_DIR}/policyengine-bundle-${VERSION}.tar.gz" \
+            "https://github.com/PolicyEngine/policyengine-bundles/releases/download/v${VERSION}/policyengine-bundle-${VERSION}.tar.gz"
+          curl -fsSL \
+            -o "${ASSET_DIR}/policyengine-bundle-${VERSION}.tar.gz.sha256" \
+            "https://github.com/PolicyEngine/policyengine-bundles/releases/download/v${VERSION}/policyengine-bundle-${VERSION}.tar.gz.sha256"
           python .github/check_bundle_consistency.py \
-            --release-bundle /tmp/policyengine-bundle.json
+            --release-asset-dir "$ASSET_DIR"
       - name: Publish a git tag
         run: ".github/publish-git-tag.sh"
       - name: Build package
@@ -168,10 +184,17 @@ jobs:
           user: __token__
           password: ${{ secrets.PYPI }}
           skip_existing: true
+      - name: Write policyengine wheel attestation
+        run: |
+          VERSION=$(python .github/fetch_version.py)
+          python .github/write_policyengine_wheel_attestation.py \
+            --version "$VERSION" \
+            --output "policyengine-wheel-attestation-${VERSION}.json"
       - name: Create GitHub Release
         run: |
           VERSION=$(python .github/fetch_version.py)
           gh release create "$VERSION" \
+            "policyengine-wheel-attestation-${VERSION}.json" \
             --title "v$VERSION" \
             --notes "See [CHANGELOG.md](https://github.com/PolicyEngine/policyengine.py/blob/main/CHANGELOG.md) for details." \
             --latest
diff --git a/.github/write_policyengine_wheel_attestation.py b/.github/write_policyengine_wheel_attestation.py
new file mode 100644
index 00000000..050e1730
--- /dev/null
+++ b/.github/write_policyengine_wheel_attestation.py
@@ -0,0 +1,137 @@
+from __future__ import annotations
+
+import argparse
+import json
+import sys
+import time
+import urllib.parse
+import urllib.request
+from datetime import UTC, datetime
+from pathlib import Path
+from typing import Any
+
+REPO_ROOT = Path(__file__).resolve().parents[1]
+BUNDLE_PATH = REPO_ROOT / "src" / "policyengine" / "data" / "bundle.json"
+PYPI_PROJECT = "policyengine"
+PYPI_JSON_URL = "https://pypi.org/pypi/{name}/{version}/json"
+
+
+def main() -> int:
+    parser = argparse.ArgumentParser(
+        description="Write a post-publish attestation for the policyengine wheel."
+    )
+    parser.add_argument("--version", required=True)
+    parser.add_argument("--output", required=True, type=Path)
+    parser.add_argument("--retries", type=int, default=12)
+    parser.add_argument("--sleep-seconds", type=float, default=10.0)
+    args = parser.parse_args()
+
+    attestation = build_attestation(
+        version=args.version,
+        retries=args.retries,
+        sleep_seconds=args.sleep_seconds,
+    )
+    args.output.write_text(json.dumps(attestation, indent=2, sort_keys=True) + "\n")
+    print(f"Wrote {args.output}.")
+    return 0
+
+
+def build_attestation(
+    *,
+    version: str,
+    retries: int = 12,
+    sleep_seconds: float = 10.0,
+) -> dict[str, Any]:
+    bundle = json.loads(BUNDLE_PATH.read_text())
+    if bundle.get("bundle_version") != version:
+        raise ValueError(
+            "Vendored bundle_version does not match attested policyengine version: "
+            f"{bundle.get('bundle_version')} != {version}."
+        )
+    if (bundle.get("policyengine") or {}).get("version") != version:
+        raise ValueError(
+            "Vendored policyengine package version does not match attested version."
+        )
+
+    wheel = _fetch_policyengine_wheel(version, retries, sleep_seconds)
+    return {
+        "schema_version": 1,
+        "generated_at": _now_timestamp(),
+        "source": "pypi",
+        "bundle": {
+            "version": bundle["bundle_version"],
+            "digest": bundle.get("bundle_digest"),
+        },
+        "package": {
+            "name": PYPI_PROJECT,
+            "version": version,
+            "filename": wheel.get("filename"),
+            "wheel_url": wheel.get("url"),
+            "sha256": wheel.get("digests", {}).get("sha256"),
+            "uploaded_at": wheel.get("upload_time_iso_8601"),
+        },
+    }
+
+
+def _fetch_policyengine_wheel(
+    version: str,
+    retries: int,
+    sleep_seconds: float,
+) -> dict[str, Any]:
+    url = PYPI_JSON_URL.format(
+        name=urllib.parse.quote(PYPI_PROJECT),
+        version=urllib.parse.quote(version),
+    )
+    last_error: Exception | None = None
+    for attempt in range(retries):
+        try:
+            payload = _load_json_url(url)
+            wheel = _select_wheel(payload)
+            sha256 = wheel.get("digests", {}).get("sha256")
+            if not isinstance(sha256, str) or not sha256:
+                raise ValueError(
+                    f"PyPI wheel for {PYPI_PROJECT}=={version} has no sha256."
+                )
+            return wheel
+        except Exception as exc:
+            last_error = exc
+            if attempt == retries - 1:
+                break
+            time.sleep(sleep_seconds)
+    raise RuntimeError(
+        f"Could not attest {PYPI_PROJECT}=={version} from PyPI after "
+        f"{retries} attempts."
+    ) from last_error
+
+
+def _load_json_url(url: str) -> dict[str, Any]:
+    request = urllib.request.Request(url, headers={"User-Agent": "policyengine.py"})
+    with urllib.request.urlopen(request, timeout=30) as response:
+        return json.load(response)
+
+
+def _select_wheel(payload: dict[str, Any]) -> dict[str, Any]:
+    wheels = [
+        item
+        for item in payload.get("urls", [])
+        if item.get("packagetype") == "bdist_wheel"
+    ]
+    if not wheels:
+        raise ValueError("No wheel distribution found on PyPI.")
+    pure_python_wheels = [
+        item for item in wheels if "py3-none-any" in str(item.get("filename", ""))
+    ]
+    selected = pure_python_wheels or wheels
+    sha256s = {item.get("digests", {}).get("sha256") for item in selected}
+    sha256s.discard(None)
+    if len(sha256s) != 1:
+        raise ValueError("PolicyEngine wheel selection is ambiguous.")
+    return selected[0]
+
+
+def _now_timestamp() -> str:
+    return datetime.now(UTC).replace(microsecond=0).isoformat().replace("+00:00", "Z")
+
+
+if __name__ == "__main__":
+    sys.exit(main())
diff --git a/README.md b/README.md
index d7b68dd7..bc09ec7d 100644
--- a/README.md
+++ b/README.md
@@ -42,9 +42,16 @@ and its US counterpart.
 
 ### Reproducible bundle metadata
 
-Each `policyengine` release vendors the matching bundle manifest. The bundle
-pins the human-facing `.py` version to exact direct PolicyEngine-owned package
-versions, country data artifacts, and a validation digest.
+Each `policyengine` release vendors the matching bundle manifest, country
+manifests, validation report, and profile install constraints/lockfiles. The
+bundle pins the human-facing `.py` version to exact direct PolicyEngine-owned
+package versions, country data artifacts, and a validation digest.
+
+The matching `policyengine-bundles` release is created first and treats
+`policyengine` as the bundle carrier, so it does not need the future `.py` wheel
+hash. During `policyengine.py` versioning, the workflow vendors that bundle;
+after PyPI publish, the GitHub release can attach an attestation with the
+actual `.py` wheel SHA256.
 
 ```python
 import policyengine as pe
@@ -95,14 +102,14 @@ available in the target environment, the bundled helper can run the constrained
 install:
 
 ```bash
-python -m policyengine.bundle install us --python-version 3.13
+python -m policyengine.bundle install us
 ```
 
 From outside the target environment, run it with an explicit target interpreter:
 
 ```bash
 uvx --from policyengine==4.4.2 policyengine-bundle install us \
-  --python-version 3.13 \
+  --python-version 3.14 \
   --target-python .venv/bin/python
 ```
 
diff --git a/docs/release-bundles.md b/docs/release-bundles.md
index 614572bf..04fc104f 100644
--- a/docs/release-bundles.md
+++ b/docs/release-bundles.md
@@ -57,9 +57,30 @@ It does not define the final supported runtime bundle exposed to users.
 - user-facing reproducibility boundaries
 - the supported mapping from `policyengine.py` version to country model version and certified data artifact
 - a package-provided installer helper that maps a profile and Python version to the matching bundle constraints
+- vendoring the matching `policyengine-bundles` release during the versioning workflow
 
 It does not rebuild microdata artifacts.
 
+## Release Ordering
+
+The bundle repository publishes a pre-release bundle before the matching
+`policyengine.py` wheel exists. In that bundle, the `policyengine` package entry
+has `role: "bundle_carrier"` and records the human-facing version, but it does
+not require a `.py` wheel URL or SHA256. The lockfiles and constraints solve the
+downstream runtime packages only.
+
+When `policyengine.py` merges a release PR, the Versioning job computes the next
+Towncrier version, downloads the matching `policyengine-bundles` release archive,
+vendors `bundle.json`, country manifests, install targets, and the validation
+report, then bumps `pyproject.toml` to the same version. The Publish job verifies
+that the vendored files match the corresponding bundle release assets before it
+uploads `policyengine` to PyPI.
+
+After PyPI accepts the wheel, the Publish job writes an optional wheel
+attestation asset on the `policyengine.py` GitHub release. That attestation is
+the post-publish record of the actual `.py` wheel URL and SHA256; it is not an
+input to the pre-release bundle.
+
 ## Two manifest layers
 
 The architecture has two manifest layers with different responsibilities.
@@ -447,20 +468,27 @@ pip install "policyengine[us]==4.4.2"
 ```
 
 That pins the direct PolicyEngine-owned packages recorded in the vendored
-bundle. For exact transitive reproducibility, use the profile/Python constraints
-recorded in the matching `policyengine-bundles` release:
+bundle. The wheel also vendors the bundle validation report and generated
+profile constraints/lockfiles. For exact transitive reproducibility, use the
+profile/Python constraints recorded in the matching bundle:
+
+The one-line helper is available only after `policyengine==<version>` exists.
+Before that point, the matching `policyengine-bundles` release can already exist
+as a pre-release bundle, but it intentionally does not contain the future
+`policyengine` wheel hash.
 
 ```bash
-python -m policyengine.bundle constraints-url us --python-version 3.13
-python -m policyengine.bundle install us --python-version 3.13
+python -m policyengine.bundle constraints-url us
+python -m policyengine.bundle install us
 ```
 
 If the helper is run through `uvx` or another isolated tool runner, pass the
-target interpreter explicitly so the install lands in the intended environment:
+target interpreter and Python version explicitly so the install lands in the
+intended environment:
 
 ```bash
 uvx --from policyengine==4.4.2 policyengine-bundle install us \
-  --python-version 3.13 \
+  --python-version 3.14 \
   --target-python .venv/bin/python
 ```
 
@@ -468,7 +496,7 @@ The helper constructs an install equivalent to:
 
 ```bash
 python -m pip install "policyengine[us]==4.4.2" \
-  -c https://raw.githubusercontent.com/PolicyEngine/policyengine-bundles/v4.4.2/bundles/4.4.2/install/us/py313/constraints.txt
+  -c https://raw.githubusercontent.com/PolicyEngine/policyengine-bundles/v4.4.2/bundles/4.4.2/install/us/py314/constraints.txt
 ```
 
 ## Why not let `policyengine.py` build all country data directly?
diff --git a/src/policyengine/bundle.py b/src/policyengine/bundle.py
index dfa3e6fb..880d5334 100644
--- a/src/policyengine/bundle.py
+++ b/src/policyengine/bundle.py
@@ -4,6 +4,7 @@
 import os
 import subprocess
 import sys
+from collections.abc import Callable
 from functools import lru_cache
 from importlib import metadata
 from importlib.resources import files
@@ -23,6 +24,7 @@
     "uk": "uk",
     "all": "uk,us",
 }
+CommandRunner = Callable[[list[str]], None]
 
 
 class BundleMismatchError(RuntimeError):
@@ -117,7 +119,7 @@ def install_profile(
     installer: str = "pip",
     target_python: Optional[str] = None,
     dry_run: bool = False,
-    runner: Optional[Any] = None,
+    runner: Optional[CommandRunner] = None,
 ) -> list[str]:
     """Install a certified profile using the vendored bundle's constraints."""
 
diff --git a/src/policyengine/data/bundle.json b/src/policyengine/data/bundle.json
index 68c257f5..99ec87d3 100644
--- a/src/policyengine/data/bundle.json
+++ b/src/policyengine/data/bundle.json
@@ -10,7 +10,8 @@
     "generated_by": "scripts/generate_bundle.py",
     "install_artifact_layout": "install/{profile}/{python}/",
     "python_versions": [
-      "3.13"
+      "3.13",
+      "3.14"
     ],
     "resolver": {
       "exclude_newer": "2026-05-09T10:39:06Z",
@@ -81,6 +82,12 @@
           "lockfile": "install/all/py313/pylock.toml",
           "python_version": "3.13",
           "resolver": "uv"
+        },
+        "py314": {
+          "constraints": "install/all/py314/constraints.txt",
+          "lockfile": "install/all/py314/pylock.toml",
+          "python_version": "3.14",
+          "resolver": "uv"
         }
       },
       "packages": [
@@ -101,6 +108,12 @@
           "lockfile": "install/uk/py313/pylock.toml",
           "python_version": "3.13",
           "resolver": "uv"
+        },
+        "py314": {
+          "constraints": "install/uk/py314/constraints.txt",
+          "lockfile": "install/uk/py314/pylock.toml",
+          "python_version": "3.14",
+          "resolver": "uv"
         }
       },
       "packages": [
@@ -120,6 +133,12 @@
           "lockfile": "install/us/py313/pylock.toml",
           "python_version": "3.13",
           "resolver": "uv"
+        },
+        "py314": {
+          "constraints": "install/us/py314/constraints.txt",
+          "lockfile": "install/us/py314/pylock.toml",
+          "python_version": "3.14",
+          "resolver": "uv"
         }
       },
       "packages": [
diff --git a/src/policyengine/data/install/all/py313/constraints.txt b/src/policyengine/data/install/all/py313/constraints.txt
new file mode 100644
index 00000000..33b58944
--- /dev/null
+++ b/src/policyengine/data/install/all/py313/constraints.txt
@@ -0,0 +1,1438 @@
+# This file was autogenerated by uv via the following command:
+#    uv pip compile /var/folders/qf/7fglpnr94wsc5xgbqkp80xbw0000gn/T/tmp4gv1ykt7/requirements.in --python-version 3.13 --resolution highest --exclude-newer 2026-05-09T10:39:06Z --universal --format requirements.txt --generate-hashes --output-file bundles/4.4.2/install/all/py313/constraints.txt
+annotated-doc==0.0.4 \
+    --hash=sha256:571ac1dc6991c450b25a9c2d84a3705e2ae7a53467b5d111c24fa8baabbed320 \
+    --hash=sha256:fbcda96e87e9c92ad167c2e53839e57503ecfda18804ea28102353485033faa4
+    # via typer
+annotated-types==0.7.0 \
+    --hash=sha256:1f02e8b43a8fbbc3f3e0d4f0f4bfc8131bcb4eebe8849b8e5c773f3a1c582a53 \
+    --hash=sha256:aff07c09a53a08bc8cfccb9c85b05f1aa9a2a6f23728d790723543408344ce89
+    # via pydantic
+anyio==4.13.0 \
+    --hash=sha256:08b310f9e24a9594186fd75b4f73f4a4152069e3853f1ed8bfbf58369f4ad708 \
+    --hash=sha256:334b70e641fd2221c1505b3890c69882fe4a2df910cba14d97019b90b24439dc
+    # via httpx
+asttokens==3.0.1 \
+    --hash=sha256:15a3ebc0f43c2d0a50eeafea25e19046c68398e487b9f1f5b517f7c0f40f976a \
+    --hash=sha256:71a4ee5de0bde6a31d64f6b13f2293ac190344478f081c3d1bccfcf5eacb0cb7
+    # via stack-data
+attrs==26.1.0 \
+    --hash=sha256:c647aa4a12dfbad9333ca4e71fe62ddc36f4e63b2d260a37a8b83d2f043ac309 \
+    --hash=sha256:d03ceb89cb322a8fd706d4fb91940737b6642aa36998fe130a9bc96c985eff32
+    # via
+    #   jsonschema
+    #   referencing
+blosc2==4.2.0 \
+    --hash=sha256:0f6444e125142876f8ce02f1ec8a13499f436a01e7ffdffd080d7156fd5fa079 \
+    --hash=sha256:1a77412d3229a7ec4ce8e353604e563400cc57346d6e8ba578453a6134bf2190 \
+    --hash=sha256:1e2f0767c68c4e5dea1543c7c138421264db494a6bbeb6ab81f101bcb6382ff4 \
+    --hash=sha256:2423b70dc17b048382f8a9a17085842a7c3c2f9bb14d3be2f8a7cbb378ef4ad9 \
+    --hash=sha256:291f689635c9ebc30a6b13fdc0f2069ab7a245fa27dabe8fa14b6d35c3f096cf \
+    --hash=sha256:3b72e9bbce0459ec695e25bb1fba8fa05ba9af4fed71c220d20376df99cf32fa \
+    --hash=sha256:44a2070a6efa990986a26a4f9a2d8a2fa9ee9ec705617d38750bcb019c53d632 \
+    --hash=sha256:4f7b006333891d3594660abb7820be0497c0baab3538742562caa78e03e5312c \
+    --hash=sha256:59f4de7f9e8a587e5c6e6ae54ba74f4d78a47a1cc3f097d03105274b36720da6 \
+    --hash=sha256:5b16df388e1884e458955de64db6ce6db438154fb3fe9089180ef9863ceb79bf \
+    --hash=sha256:6ff429d2364f423229e82037adb1efe91a5f3dc767f0817cbc635adf84b83e20 \
+    --hash=sha256:7888ac409a479da50d7e02eeb1bcbf1e45213af362eff1b938d584cf66c2f39b \
+    --hash=sha256:87c3a108c8ce311eb00a7c3d32d4d0ab023599a2d23fc07c998debe2dad00f8e \
+    --hash=sha256:89227492844ec7b487e7182314ac75997d5f864be2025cf6879f355fdb669532 \
+    --hash=sha256:8ff3c6b2cf7d3e6a3481f7e1a6eef283af3e2b65f53401b1ebc63eea14b0b758 \
+    --hash=sha256:976abf343866c97de637adb452153dfbe63c2b69a2a4999dc494ebc22585a567 \
+    --hash=sha256:9c5c0ae30c831a90a9d1973cecbeab99a7de2df4f172ac8020d2d60d1c2c5ae2 \
+    --hash=sha256:9cadf2708888e586027178be9e17215ae6f20fb5829596e9771751aa453e7a0e \
+    --hash=sha256:9eb69182c51cda1b402aaf78ce908759f7a277420ce3fad9981ff560544e50b3 \
+    --hash=sha256:a07e0d16aab433e10d173b553fabb7b8cf64e5dd826eaae548d2e9a9ac5f2f69 \
+    --hash=sha256:a269a8b265caed0093f3ee99eff8c8691da407764f5ee5b1bd0c12044fcb6c51 \
+    --hash=sha256:ad857c3dddaf5486a49b59f4f351079bfc8f50786d033638bf722e4fa7595249 \
+    --hash=sha256:afc041c5de1d66fb731c45bd5bcf84356da3f17b4acdec5a8448236c6d48f845 \
+    --hash=sha256:b8d907efa30a2ca4895dd37fa0b527ee88be17df1981f98194f867d97ff07429 \
+    --hash=sha256:bb67066f1a64d7929f271836994e5fb0383ae8b8f03d673650a94dafd7eaa349 \
+    --hash=sha256:bb82cc1d528bac82c0b5c2009377f5be6528405d2737fd151ffce4dc6fe0a96b \
+    --hash=sha256:bbefc417322a59443d844b4d03e66b228694ec6bfd1de8bbd832c4aa0eaebe64 \
+    --hash=sha256:d28efb0b13c1f22db4a799d22ab02b0024fd4ecd1cc47dbe756d88e08079867a \
+    --hash=sha256:e997adbf086a4b98f732504952193afa817c41a7c70d26bce71fdd397542c664 \
+    --hash=sha256:f48ea67ccd751999e9bb3c4e10853d422167b9619af701b1fdb08cc27584db96 \
+    --hash=sha256:fa448c419a8227321cab735aece33fca1afac1447cd140a3db81a6b2bed560fa
+    # via tables
+census==0.8.26 \
+    --hash=sha256:c341bbce4bcdd75c0ddecf75f28ab7eda26a47d7fecc95c4690a2d8ee5b6a727 \
+    --hash=sha256:c7f9944e38952b4ecc137d14d083018a1c2734f64d2fbc4a8946f35fd51888c2
+    # via spm-calculator
+certifi==2026.4.22 \
+    --hash=sha256:3cb2210c8f88ba2318d29b0388d1023c8492ff72ecdde4ebdaddbb13a31b1c4a \
+    --hash=sha256:8d455352a37b71bf76a79caa83a3d6c25afee4a385d632127b6afb3963f1c580
+    # via
+    #   httpcore
+    #   httpx
+    #   requests
+charset-normalizer==3.4.7 \
+    --hash=sha256:007d05ec7321d12a40227aae9e2bc6dca73f3cb21058999a1df9e193555a9dcc \
+    --hash=sha256:03853ed82eeebbce3c2abfdbc98c96dc205f32a79627688ac9a27370ea61a49c \
+    --hash=sha256:07d9e39b01743c3717745f4c530a6349eadbfa043c7577eef86c502c15df2c67 \
+    --hash=sha256:08e721811161356f97b4059a9ba7bafb23ea5ee2255402c42881c214e173c6b4 \
+    --hash=sha256:0c96c3b819b5c3e9e165495db84d41914d6894d55181d2d108cc1a69bfc9cce0 \
+    --hash=sha256:0ea948db76d31190bf08bd371623927ee1339d5f2a0b4b1b4a4439a65298703c \
+    --hash=sha256:0f7eb884681e3938906ed0434f20c63046eacd0111c4ba96f27b76084cd679f5 \
+    --hash=sha256:12a6fff75f6bc66711b73a2f0addfc4c8c15a20e805146a02d147a318962c444 \
+    --hash=sha256:12d8baf840cc7889b37c7c770f478adea7adce3dcb3944d02ec87508e2dcf153 \
+    --hash=sha256:14265bfe1f09498b9d8ec91e9ec9fa52775edf90fcbde092b25f4a33d444fea9 \
+    --hash=sha256:16d971e29578a5e97d7117866d15889a4a07befe0e87e703ed63cd90cb348c01 \
+    --hash=sha256:177a0ba5f0211d488e295aaf82707237e331c24788d8d76c96c5a41594723217 \
+    --hash=sha256:1a87ca9d5df6fe460483d9a5bbf2b18f620cbed41b432e2bddb686228282d10b \
+    --hash=sha256:1c2a768fdd44ee4a9339a9b0b130049139b8ce3c01d2ce09f67f5a68048d477c \
+    --hash=sha256:1c2aed2e5e41f24ea8ef1590b8e848a79b56f3a5564a65ceec43c9d692dc7d8a \
+    --hash=sha256:1dc8b0ea451d6e69735094606991f32867807881400f808a106ee1d963c46a83 \
+    --hash=sha256:1efde3cae86c8c273f1eb3b287be7d8499420cf2fe7585c41d370d3e790054a5 \
+    --hash=sha256:202389074300232baeb53ae2569a60901f7efadd4245cf3a3bf0617d60b439d7 \
+    --hash=sha256:203104ed3e428044fd943bc4bf45fa73c0730391f9621e37fe39ecf477b128cb \
+    --hash=sha256:2257141f39fe65a3fdf38aeccae4b953e5f3b3324f4ff0daf9f15b8518666a2c \
+    --hash=sha256:298930cec56029e05497a76988377cbd7457ba864beeea92ad7e844fe74cd1f1 \
+    --hash=sha256:2cd4a60d0e2fb04537162c62bbbb4182f53541fe0ede35cdf270a1c1e723cc42 \
+    --hash=sha256:2d6eb928e13016cea4f1f21d1e10c1cebd5a421bc57ddf5b1142ae3f86824fab \
+    --hash=sha256:2fe249cb4651fd12605b7288b24751d8bfd46d35f12a20b1ba33dea122e690df \
+    --hash=sha256:30b8d1d8c52a48c2c5690e152c169b673487a2a58de1ec7393196753063fcd5e \
+    --hash=sha256:320ade88cfb846b8cd6b4ddf5ee9e80ee0c1f52401f2456b84ae1ae6a1a5f207 \
+    --hash=sha256:3534e7dcbdcf757da6b85a0bbf5b6868786d5982dd959b065e65481644817a18 \
+    --hash=sha256:36836d6ff945a00b88ba1e4572d721e60b5b8c98c155d465f56ad19d68f23734 \
+    --hash=sha256:38c0109396c4cfc574d502df99742a45c72c08eff0a36158b6f04000043dbf38 \
+    --hash=sha256:3946fa46a0cf3e4c8cb1cc52f56bb536310d34f25f01ca9b6c16afa767dab110 \
+    --hash=sha256:3bec022aec2c514d9cf199522a802bd007cd588ab17ab2525f20f9c34d067c18 \
+    --hash=sha256:3c9a494bc5ec77d43cea229c4f6db1e4d8fe7e1bbffa8b6f0f0032430ff8ab44 \
+    --hash=sha256:3dce51d0f5e7951f8bb4900c257dad282f49190fdbebecd4ba99bcc41fef404d \
+    --hash=sha256:3dedcc22d73ec993f42055eff4fcfed9318d1eeb9a6606c55892a26964964e48 \
+    --hash=sha256:4042d5c8f957e15221d423ba781e85d553722fc4113f523f2feb7b188cc34c5e \
+    --hash=sha256:481551899c856c704d58119b5025793fa6730adda3571971af568f66d2424bb5 \
+    --hash=sha256:4dc1e73c36828f982bfe79fadf5919923f8a6f4df2860804db9a98c48824ce8d \
+    --hash=sha256:4e5163c14bffd570ef2affbfdd77bba66383890797df43dc8b4cc7d6f500bf53 \
+    --hash=sha256:511ef87c8aec0783e08ac18565a16d435372bc1ac25a91e6ac7f5ef2b0bff790 \
+    --hash=sha256:532bc9bf33a68613fd7d65e4b1c71a6a38d7d42604ecf239c77392e9b4e8998c \
+    --hash=sha256:54523e136b8948060c0fa0bc7b1b50c32c186f2fceee897a495406bb6e311d2b \
+    --hash=sha256:5649fd1c7bade02f320a462fdefd0b4bd3ce036065836d4f42e0de958038e116 \
+    --hash=sha256:56be790f86bfb2c98fb742ce566dfb4816e5a83384616ab59c49e0604d49c51d \
+    --hash=sha256:5b77459df20e08151cd6f8b9ef8ef1f961ef73d85c21a555c7eed5b79410ec10 \
+    --hash=sha256:5ed6ab538499c8644b8a3e18debabcd7ce684f3fa91cf867521a7a0279cab2d6 \
+    --hash=sha256:6178f72c5508bfc5fd446a5905e698c6212932f25bcdd4b47a757a50605a90e2 \
+    --hash=sha256:6370e8686f662e6a3941ee48ed4742317cafbe5707e36406e9df792cdb535776 \
+    --hash=sha256:64f02c6841d7d83f832cd97ccf8eb8a906d06eb95d5276069175c696b024b60a \
+    --hash=sha256:65bcd23054beab4d166035cabbc868a09c1a49d1efe458fe8e4361215df40265 \
+    --hash=sha256:66671f93accb62ed07da56613636f3641f1a12c13046ce91ffc923721f23c008 \
+    --hash=sha256:6696b7688f54f5af4462118f0bfa7c1621eeb87154f77fa04b9295ce7a8f2943 \
+    --hash=sha256:6785f414ae0f3c733c437e0f3929197934f526d19dfaa75e18fdb4f94c6fb374 \
+    --hash=sha256:67f6279d125ca0046a7fd386d01b311c6363844deac3e5b069b514ba3e63c246 \
+    --hash=sha256:6c114670c45346afedc0d947faf3c7f701051d2518b943679c8ff88befe14f8e \
+    --hash=sha256:6e0d51f618228538a3e8f46bd246f87a6cd030565e015803691603f55e12afb5 \
+    --hash=sha256:6ed74185b2db44f41ef35fd1617c5888e59792da9bbc9190d6c7300617182616 \
+    --hash=sha256:708838739abf24b2ceb208d0e22403dd018faeef86ddac04319a62ae884c4f15 \
+    --hash=sha256:715479b9a2802ecac752a3b0efa2b0b60285cf962ee38414211abdfccc233b41 \
+    --hash=sha256:733784b6d6def852c814bce5f318d25da2ee65dd4839a0718641c696e09a2960 \
+    --hash=sha256:750e02e074872a3fad7f233b47734166440af3cdea0add3e95163110816d6752 \
+    --hash=sha256:752a45dc4a6934060b3b0dab47e04edc3326575f82be64bc4fc293914566503e \
+    --hash=sha256:7579e913a5339fb8fa133f6bbcfd8e6749696206cf05acdbdca71a1b436d8e72 \
+    --hash=sha256:7641bb8895e77f921102f72833904dcd9901df5d6d72a2ab8f31d04b7e51e4e7 \
+    --hash=sha256:7804338df6fcc08105c7745f1502ba68d900f45fd770d5bdd5288ddccb8a42d8 \
+    --hash=sha256:80d04837f55fc81da168b98de4f4b797ef007fc8a79ab71c6ec9bc4dd662b15b \
+    --hash=sha256:813c0e0132266c08eb87469a642cb30aaff57c5f426255419572aaeceeaa7bf4 \
+    --hash=sha256:82b271f5137d07749f7bf32f70b17ab6eaabedd297e75dce75081a24f76eb545 \
+    --hash=sha256:84c018e49c3bf790f9c2771c45e9313a08c2c2a6342b162cd650258b57817706 \
+    --hash=sha256:8751d2787c9131302398b11e6c8068053dcb55d5a8964e114b6e196cf16cb366 \
+    --hash=sha256:8778f0c7a52e56f75d12dae53ae320fae900a8b9b4164b981b9c5ce059cd1fcb \
+    --hash=sha256:87fad7d9ba98c86bcb41b2dc8dbb326619be2562af1f8ff50776a39e55721c5a \
+    --hash=sha256:8d828b6667a32a728a1ad1d93957cdf37489c57b97ae6c4de2860fa749b8fc1e \
+    --hash=sha256:8e385e4267ab76874ae30db04c627faaaf0b509e1ccc11a95b3fc3e83f855c00 \
+    --hash=sha256:92a0a01ead5e668468e952e4238cccd7c537364eb7d851ab144ab6627dbbe12f \
+    --hash=sha256:94e1885b270625a9a828c9793b4d52a64445299baa1fea5a173bf1d3dd9a1a5a \
+    --hash=sha256:a180c5e59792af262bf263b21a3c49353f25945d8d9f70628e73de370d55e1e1 \
+    --hash=sha256:a277ab8928b9f299723bc1a2dabb1265911b1a76341f90a510368ca44ad9ab66 \
+    --hash=sha256:a5fe03b42827c13cdccd08e6c0247b6a6d4b5e3cdc53fd1749f5896adcdc2356 \
+    --hash=sha256:a6c5863edfbe888d9eff9c8b8087354e27618d9da76425c119293f11712a6319 \
+    --hash=sha256:a89c23ef8d2c6b27fd200a42aa4ac72786e7c60d40efdc76e6011260b6e949c4 \
+    --hash=sha256:adb2597b428735679446b46c8badf467b4ca5f5056aae4d51a19f9570301b1ad \
+    --hash=sha256:ae196f021b5e7c78e918242d217db021ed2a6ace2bc6ae94c0fc596221c7f58d \
+    --hash=sha256:ae89db9e5f98a11a4bf50407d4363e7b09b31e55bc117b4f7d80aab97ba009e5 \
+    --hash=sha256:aed52fea0513bac0ccde438c188c8a471c4e0f457c2dd20cdbf6ea7a450046c7 \
+    --hash=sha256:aef65cd602a6d0e0ff6f9930fcb1c8fec60dd2cfcb6facaf4bdb0e5873042db0 \
+    --hash=sha256:af21eb4409a119e365397b2adbaca4c9ccab56543a65d5dbd9f920d6ac29f686 \
+    --hash=sha256:b14b2d9dac08e28bb8046a1a0434b1750eb221c8f5b87a68f4fa11a6f97b5e34 \
+    --hash=sha256:bb6d88045545b26da47aa879dd4a89a71d1dce0f0e549b1abcb31dfe4a8eac49 \
+    --hash=sha256:bb8cc7534f51d9a017b93e3e85b260924f909601c3df002bcdb58ddb4dc41a5c \
+    --hash=sha256:bc17a677b21b3502a21f66a8cc64f5bfad4df8a0b8434d661666f8ce90ac3af1 \
+    --hash=sha256:bd6c2a1c7573c64738d716488d2cdd3c00e340e4835707d8fdb8dc1a66ef164e \
+    --hash=sha256:bd9b23791fe793e4968dba0c447e12f78e425c59fc0e3b97f6450f4781f3ee60 \
+    --hash=sha256:c03a41a8784091e67a39648f70c5f97b5b6a37f216896d44d2cdcb82615339a0 \
+    --hash=sha256:c0f081d69a6e58272819b70288d3221a6ee64b98df852631c80f293514d3b274 \
+    --hash=sha256:c35abb8bfff0185efac5878da64c45dafd2b37fb0383add1be155a763c1f083d \
+    --hash=sha256:c36c333c39be2dbca264d7803333c896ab8fa7d4d6f0ab7edb7dfd7aea6e98c0 \
+    --hash=sha256:c45e9440fb78f8ddabcf714b68f936737a121355bf59f3907f4e17721b9d1aae \
+    --hash=sha256:c593052c465475e64bbfe5dbd81680f64a67fdc752c56d7a0ae205dc8aeefe0f \
+    --hash=sha256:cdd68a1fb318e290a2077696b7eb7a21a49163c455979c639bf5a5dcdc46617d \
+    --hash=sha256:ce3412fbe1e31eb81ea42f4169ed94861c56e643189e1e75f0041f3fe7020abe \
+    --hash=sha256:cf1493cd8607bec4d8a7b9b004e699fcf8f9103a9284cc94962cb73d20f9d4a3 \
+    --hash=sha256:cf29836da5119f3c8a8a70667b0ef5fdca3bb12f80fd06487cfa575b3909b393 \
+    --hash=sha256:d4a48e5b3c2a489fae013b7589308a40146ee081f6f509e047e0e096084ceca1 \
+    --hash=sha256:d560742f3c0d62afaccf9f41fe485ed69bd7661a241f86a3ef0f0fb8b1a397af \
+    --hash=sha256:d6038d37043bced98a66e68d3aa2b6a35505dc01328cd65217cefe82f25def44 \
+    --hash=sha256:d61f00a0869d77422d9b2aba989e2d24afa6ffd552af442e0e58de4f35ea6d00 \
+    --hash=sha256:d635aab80466bc95771bb78d5370e74d36d1fe31467b6b29b8b57b2a3cd7d22c \
+    --hash=sha256:dca4bbc466a95ba9c0234ef56d7dd9509f63da22274589ebd4ed7f1f4d4c54e3 \
+    --hash=sha256:dd915403e231e6b1809fe9b6d9fc55cf8fb5e02765ac625d9cd623342a7905d7 \
+    --hash=sha256:e044c39e41b92c845bc815e5ae4230804e8e7bc29e399b0437d64222d92809dd \
+    --hash=sha256:e060d01aec0a910bdccb8be71faf34e7799ce36950f8294c8bf612cba65a2c9e \
+    --hash=sha256:e1421b502d83040e6d7fb2fb18dff63957f720da3d77b2fbd3187ceb63755d7b \
+    --hash=sha256:e17b8d5d6a8c47c85e68ca8379def1303fd360c3e22093a807cd34a71cd082b8 \
+    --hash=sha256:e5f4d355f0a2b1a31bc3edec6795b46324349c9cb25eed068049e4f472fb4259 \
+    --hash=sha256:e712b419df8ba5e42b226c510472b37bd57b38e897d3eca5e8cfd410a29fa859 \
+    --hash=sha256:e74327fb75de8986940def6e8dee4f127cc9752bee7355bb323cc5b2659b6d46 \
+    --hash=sha256:e80c8378d8f3d83cd3164da1ad2df9e37a666cdde7b1cb2298ed0b558064be30 \
+    --hash=sha256:e8ac484bf18ce6975760921bb6148041faa8fef0547200386ea0b52b5d27bf7b \
+    --hash=sha256:eca9705049ad3c7345d574e3510665cb2cf844c2f2dcfe675332677f081cbd46 \
+    --hash=sha256:ed065083d0898c9d5b4bbec7b026fd755ff7454e6e8b73a67f8c744b13986e24 \
+    --hash=sha256:edac0f1ab77644605be2cbba52e6b7f630731fc42b34cb0f634be1a6eface56a \
+    --hash=sha256:effc3f449787117233702311a1b7d8f59cba9ced946ba727bdc329ec69028e24 \
+    --hash=sha256:f22dec1690b584cea26fade98b2435c132c1b5f68e39f5a0b7627cd7ae31f1dc \
+    --hash=sha256:f495a1652cf3fbab2eb0639776dad966c2fb874d79d87ca07f9d5f059b8bd215 \
+    --hash=sha256:f496c9c3cc02230093d8330875c4c3cdfc3b73612a5fd921c65d39cbcef08063 \
+    --hash=sha256:f59099f9b66f0d7145115e6f80dd8b1d847176df89b234a5a6b3f00437aa0832 \
+    --hash=sha256:f59ad4c0e8f6bba240a9bb85504faa1ab438237199d4cce5f622761507b8f6a6 \
+    --hash=sha256:fbccdc05410c9ee21bbf16a35f4c1d16123dcdeb8a1d38f33654fa21d0234f79 \
+    --hash=sha256:fea24543955a6a729c45a73fe90e08c743f0b3334bbf3201e6c4bc1b0c7fa464
+    # via requests
+click==8.3.3 \
+    --hash=sha256:398329ad4837b2ff7cbe1dd166a4c0f8900c3ca3a218de04466f38f6497f18a2 \
+    --hash=sha256:a2bf429bb3033c89fa4936ffb35d5cb471e3719e1f3c8a7c3fff0b8314305613
+    # via typer
+colorama==0.4.6 ; sys_platform == 'win32' \
+    --hash=sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44 \
+    --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
+    # via
+    #   click
+    #   ipython
+    #   pytest
+    #   tqdm
+decorator==5.2.1 \
+    --hash=sha256:65f266143752f734b0a7cc83c46f4618af75b8c5911b00ccb61d0ac9b6da0360 \
+    --hash=sha256:d316bb415a2d9e2d2b3abcc4084c6502fc09240e292cd76a76afc106a1c8e04a
+    # via ipython
+dpath==2.2.0 \
+    --hash=sha256:34f7e630dc55ea3f219e555726f5da4b4b25f2200319c8e6902c394258dd6a3e \
+    --hash=sha256:b330a375ded0a0d2ed404440f6c6a715deae5313af40bbb01c8a41d891900576
+    # via policyengine-core
+et-xmlfile==2.0.0 \
+    --hash=sha256:7a91720bc756843502c3b7504c77b8fe44217c85c537d85037f0f536151b2caa \
+    --hash=sha256:dab3f4764309081ce75662649be815c4c9081e88f0837825f90fd28317d4da54
+    # via openpyxl
+executing==2.2.1 \
+    --hash=sha256:3632cc370565f6648cc328b32435bd120a1e4ebb20c77e3fdde9a13cd1e533c4 \
+    --hash=sha256:760643d3452b4d777d295bb167ccc74c64a81df23fb5e08eff250c425a4b2017
+    # via stack-data
+filelock==3.29.0 \
+    --hash=sha256:69974355e960702e789734cb4871f884ea6fe50bd8404051a3530bc07809cf90 \
+    --hash=sha256:96f5f6344709aa1572bbf631c640e4ebeeb519e08da902c39a001882f30ac258
+    # via huggingface-hub
+fsspec==2026.4.0 \
+    --hash=sha256:11ef7bb35dab8a394fde6e608221d5cf3e8499401c249bebaeaad760a1a8dec2 \
+    --hash=sha256:301d8ac70ae90ef3ad05dcf94d6c3754a097f9b5fe4667d2787aa359ec7df7e4
+    # via huggingface-hub
+h11==0.16.0 \
+    --hash=sha256:4e35b956cf45792e4caa5885e69fba00bdbc6ffafbfa020300e549b208ee5ff1 \
+    --hash=sha256:63cf8bbe7522de3bf65932fda1d9c2772064ffb3dae62d55932da54b31cb6c86
+    # via httpcore
+h5py==3.16.0 \
+    --hash=sha256:099f2525c9dcf28de366970a5fb34879aab20491589fa89ce2863a84218bb524 \
+    --hash=sha256:0f456f556e4e2cebeebd9d66adf8dc321770a42593494a0b6f0af54a7567b242 \
+    --hash=sha256:15922e485844f77c0b9d275396d435db3baa58292a9c2176a386e072e0cf2491 \
+    --hash=sha256:1677ad48b703f44efc9ea0c3ab284527f81bc4f318386aaaebc5fede6bbae56f \
+    --hash=sha256:171038f23bccddfc23f344cadabdfc9917ff554db6a0d417180d2747fe4c75a7 \
+    --hash=sha256:17d1f1630f92ad74494a9a7392ab25982ce2b469fc62da6074c0ce48366a2999 \
+    --hash=sha256:1897a771a7f40d05c262fc8f37376ec37873218544b70216872876c627640f63 \
+    --hash=sha256:18f2bbcd545e6991412253b98727374c356d67caa920e68dc79eab36bf5fedad \
+    --hash=sha256:2b2c02b0a160faed5fb33f1ba8a264a37ee240b22e049ecc827345d0d9043074 \
+    --hash=sha256:314b6054fe0b1051c2b0cb2df5cbdab15622fb05e80f202e3b6a5eee0d6fe365 \
+    --hash=sha256:346df559a0f7dcb31cf8e44805319e2ab24b8957c45e7708ce503b2ec79ba725 \
+    --hash=sha256:370a845f432c2c9619db8eed334d1e610c6015796122b0e57aa46312c22617d9 \
+    --hash=sha256:39c2838fb1e8d97bcf1755e60ad1f3dd76a7b2a475928dc321672752678b96db \
+    --hash=sha256:3e6cb3387c756de6a9492d601553dffea3fe11b5f22b443aac708c69f3f55e16 \
+    --hash=sha256:3fae9197390c325e62e0a1aa977f2f62d994aa87aab182abbea85479b791197c \
+    --hash=sha256:42108e93326c50c2810025aade9eac9d6827524cdccc7d4b75a546e5ab308edb \
+    --hash=sha256:42b012933a83e1a558c673176676a10ce2fd3759976a0fedee1e672d1e04fc9d \
+    --hash=sha256:43259303989ac8adacc9986695b31e35dba6fd1e297ff9c6a04b7da5542139cc \
+    --hash=sha256:4c6ab014ab704b4feaa719ae783b86522ed0bf1f82184704ed3c9e4e3228796e \
+    --hash=sha256:656f00e4d903199a1d58df06b711cf3ca632b874b4207b7dbec86185b5c8c7d4 \
+    --hash=sha256:698dd69291272642ffda44a0ecd6cd3bda5faf9621452d255f57ce91487b9794 \
+    --hash=sha256:719439d14b83f74eeb080e9650a6c7aa6d0d9ea0ca7f804347b05fac6fbf18af \
+    --hash=sha256:7c4dd4cf5f0a4e36083f73172f6cfc25a5710789269547f132a20975bfe2434c \
+    --hash=sha256:7e420b539fb6023a259a1b14d4c9f6df8cf50d7268f48e161169987a57b737ff \
+    --hash=sha256:8389e13a1fd745ad2856873e8187fd10268b2d9677877bb667b41aebd771d8b7 \
+    --hash=sha256:85b9c49dd58dc44cf70af944784e2c2038b6f799665d0dcbbc812a26e0faa859 \
+    --hash=sha256:86385ea895508220b8a7e45efa428aeafaa586bd737c7af9ee04661d8d84a10d \
+    --hash=sha256:8975273c2c5921c25700193b408e28d6bdd0111c37468b2d4e25dcec4cd1d84d \
+    --hash=sha256:8c1eff849cdd53cbc73c214c30ebdb6f1bb8b64790b4b4fc36acdb5e43570210 \
+    --hash=sha256:9300ad32dea9dfc5171f94d5f6948e159ed93e4701280b0f508773b3f582f402 \
+    --hash=sha256:96b422019a1c8975c2d5dadcf61d4ba6f01c31f92bbde6e4649607885fe502d6 \
+    --hash=sha256:9c9d307c0ef862d1cd5714f72ecfafe0a5d7529c44845afa8de9f46e5ba8bd65 \
+    --hash=sha256:a0dbaad796840ccaa67a4c144a0d0c8080073c34c76d5a6941d6818678ef2738 \
+    --hash=sha256:a6fbc5367d4046801f9b7db9191b31895f22f1c6df1f9987d667854cac493538 \
+    --hash=sha256:bdef06507725b455fccba9c16529121a5e1fbf56aa375f7d9713d9e8ff42454d \
+    --hash=sha256:c3f0a0e136f2e95dd0b67146abb6668af4f1a69c81ef8651a2d316e8e01de447 \
+    --hash=sha256:c5313566f4643121a78503a473f0fb1e6dcc541d5115c44f05e037609c565c4d \
+    --hash=sha256:df02dd29bd247f98674634dfe41f89fd7c16ba3d7de8695ec958f58404a4e618 \
+    --hash=sha256:dfc21898ff025f1e8e67e194965a95a8d4754f452f83454538f98f8a3fcb207e \
+    --hash=sha256:e06f864bedb2c8e7c1358e6c73af48519e317457c444d6f3d332bb4e8fa6d7d9 \
+    --hash=sha256:e2c04d129f180019e216ee5f9c40b78a418634091c8782e1f723a6ca3658b965 \
+    --hash=sha256:e4360f15875a532bc7b98196c7592ed4fc92672a57c0a621355961cafb17a6dd \
+    --hash=sha256:ec86d4fffd87a0f4cb3d5796ceb5a50123a2a6d99b43e616e5504e66a953eca3 \
+    --hash=sha256:fa48993a0b799737ba7fd21e2350fa0a60701e58180fae9f2de834bc39a147ab \
+    --hash=sha256:faca8fb4e4319c09d83337adc80b2ca7d5c5a343c2d6f1b6388f32cfecca13c1 \
+    --hash=sha256:fb1720028d99040792bb2fb31facb8da44a6f29df7697e0b84f0d79aff2e9bd3 \
+    --hash=sha256:ff24039e2573297787c3063df64b60aab0591980ac898329a08b0320e0cf2527 \
+    --hash=sha256:ffbab2fedd6581f6aa31cf1639ca2cb86e02779de525667892ebf4cc9fd26434
+    # via policyengine-core
+hf-xet==1.5.0 ; platform_machine == 'AMD64' or platform_machine == 'aarch64' or platform_machine == 'amd64' or platform_machine == 'arm64' or platform_machine == 'x86_64' \
+    --hash=sha256:1e60df5a42e9bed8628b6416af2cba4cba57ae9f02de226a06b020d98e1aab18 \
+    --hash=sha256:2806c7c17b4d23f8d88f7c4814f838c3b6150773fe339c20af23e1cfaf2797e4 \
+    --hash=sha256:2baea1b0b989e5c152fe81425f7745ddc8901280ba3d97c98d8cdece7b706c60 \
+    --hash=sha256:3531b1823a0e6d77d80f9ed15ca0e00f0d115094f8ac033d5cae88f4564cc949 \
+    --hash=sha256:4b35549ce62601b84da4ff9b24d970032ace3d4430f52d91bcbb26c901d6c690 \
+    --hash=sha256:526345b3ed45f374f6317349df489167606736c876241ba984105afe7fd4839d \
+    --hash=sha256:5906bf7718d3636dc13402914736abe723492cb730f744834f5f5b67d3a12702 \
+    --hash=sha256:5f3dc2248fc01cc0a00cd392ab497f1ca373fcbc7e3f2da1f452480b384e839e \
+    --hash=sha256:73a0dae8c71de3b0633a45c73f4a4a5ed09e94b43441d82981a781d4f12baa42 \
+    --hash=sha256:786d28e2eb8315d5035544b9d137b4a842d600c434bb91bf7d0d953cce906ad4 \
+    --hash=sha256:7d70fe2ce97b9db73b9c9b9c81fe3693640aec83416a966c446afea54acfae3c \
+    --hash=sha256:872d5601e6deea30d15865ede55d29eac6daf5a534ab417b99b6ef6b076dd96c \
+    --hash=sha256:8dbcbab554c9ef158ef2c991545c3e970ddd8cc7acdcd0a78c5a41095dab4ded \
+    --hash=sha256:9929561f5abf4581c8ea79587881dfef6b8abb2a0d8a51915936fc2a614f4e73 \
+    --hash=sha256:9a0ee58cd18d5ea799f7ed11290bbccbe56bdd8b1d97ca74b9cc49a3945d7a3b \
+    --hash=sha256:a60290ec57e9b71767fba7c3645ddafdd0759974b540441510c629c6db6db24a \
+    --hash=sha256:b285cea1b5bab46b758772716ba8d6854a1a0310fed1c249d678a8b38601e5a0 \
+    --hash=sha256:b6c9df403040248c76d808d3e047d64db2d923bae593eb244c41e425cf6cd7be \
+    --hash=sha256:c799d49f1a5544a0ef7591c0ee75e0d6b93d6f56dc7a4979f59f7518d2872216 \
+    --hash=sha256:cf7b2dc6f31a4ea754bb50f74cde482dcf5d366d184076d8530b9872787f3761 \
+    --hash=sha256:dad0dc84e941b8ba3c860659fe1fdc35c049d47cce293f003287757e971a8f56 \
+    --hash=sha256:e0fb0a34d9f406eed88233e829a67ec016bec5af19e480eac65a233ea289a948 \
+    --hash=sha256:e5de0f6deada0dada870bb376a11bcd1f08abf3a968a6d118f33e72d1b1eb480 \
+    --hash=sha256:f7b7bbae318e583a86fb21e5a4a175d6721d628a2874f4bd022d0e660c32a682 \
+    --hash=sha256:fd6e5a9b0fdac4ed03ed45ef79254a655b1aaab514a02202617fbf643f5fdf7a
+    # via huggingface-hub
+httpcore==1.0.9 \
+    --hash=sha256:2d400746a40668fc9dec9810239072b40b4484b640a8c38fd654a024c7a1bf55 \
+    --hash=sha256:6e34463af53fd2ab5d807f399a9b45ea31c3dfa2276f15a2c3f00afff6e176e8
+    # via httpx
+httpx==0.28.1 \
+    --hash=sha256:75e98c5f16b0f35b567856f597f06ff2270a374470a5c2392242528e3e3e42fc \
+    --hash=sha256:d909fcccc110f8c7faf814ca82a9a4d816bc5a6dbfea25d6591d6985b8ba59ad
+    # via huggingface-hub
+huggingface-hub==1.14.0 \
+    --hash=sha256:d6d2c9cd6be1d02ae9ec6672d5587d10a427f377db688e82528f426a041622c2 \
+    --hash=sha256:efe075535c62e130b30e836b138e13785f6f043d1f0539e0a39aa411a99e90b8
+    # via policyengine-core
+idna==3.13 \
+    --hash=sha256:585ea8fe5d69b9181ec1afba340451fba6ba764af97026f92a91d4eef164a242 \
+    --hash=sha256:892ea0cde124a99ce773decba204c5552b69c3c67ffd5f232eb7696135bc8bb3
+    # via
+    #   anyio
+    #   httpx
+    #   requests
+iniconfig==2.3.0 \
+    --hash=sha256:c76315c77db068650d49c5b56314774a7804df16fee4402c1f19d6d15d8c4730 \
+    --hash=sha256:f631c04d2c48c52b84d0d0549c99ff3859c98df65b3101406327ecc7d53fbf12
+    # via pytest
+ipython==8.39.0 \
+    --hash=sha256:4110ae96012c379b8b6db898a07e186c40a2a1ef5d57a7fa83166047d9da7624 \
+    --hash=sha256:bb3c51c4fa8148ab1dea07a79584d1c854e234ea44aa1283bcb37bc75054651f
+    # via
+    #   policyengine-core
+    #   pyvis
+jedi==0.20.0 \
+    --hash=sha256:7bdd9c2634f56713299976f4cbd59cb3fa92165cc5e05ea811fb253480728b67 \
+    --hash=sha256:c3f4ccbd276696f4b19c54618d4fb18f9fc24b0aef02acf704b23f487daa1011
+    # via ipython
+jellyfish==1.2.1 \
+    --hash=sha256:0028857c5381c9d55e21cc6cb0d7f9545c3a9a7bb7dbca3960fe0a898c691ac2 \
+    --hash=sha256:01647c12261bc1f7b102e918e7665497176d87f6fc96271439c8855872bc2606 \
+    --hash=sha256:0368596e176bf548b3be2979ff33e274fb6d5e13b2cebe85137b8b698b002a85 \
+    --hash=sha256:05be396aebe3dce7a8cb2f97727ecdf99e86457c48e97190775dce33f8b7e39d \
+    --hash=sha256:07b022412ebece96759006cb015d46b8218d7f896d8b327c6bbee784ddf38ed9 \
+    --hash=sha256:0b21c1596ce283fd7ee954eb0eeb007d59e480364324bcd91ad55146e91f3936 \
+    --hash=sha256:1098ce1f84ae3f147f0a18a6803ffb09b9c8cd5fedce42465643ca0b5c9d0224 \
+    --hash=sha256:10da696747e2de0336180fd5ba77ef769a7c80f9743123545f7fc0251efbbcec \
+    --hash=sha256:1354b558a0a16597b6032dd0af64bebd24994f7e7484cf14993320eb764b06cb \
+    --hash=sha256:137cfcc26396d0f2e1265ac61f800bb921921ea722a43dd897e58190f767c474 \
+    --hash=sha256:13f1ac9caba22af10bfe42f674822643c0266009f882e0fe652079706dc5d13a \
+    --hash=sha256:14bbb30d988dec1d12183cf5d4621c908f98add2009c72a185e8c3e8d00b804f \
+    --hash=sha256:15318c13070fe6d9caeb7e10f9cdf89ff47c9d20f05a9a2c0d3b5cb8062a7033 \
+    --hash=sha256:1a3ccff843822e7f3ad6f91662488a3630724c8587976bce114f3c7238e8ffa1 \
+    --hash=sha256:1ffeeb6c78c45fbb6d2a22b0173fb8a6af849001d6c26fab49c525136dbd9734 \
+    --hash=sha256:212aaf177236192a735bbbf5938717aa8518d14a25b08b015e47e783e70be060 \
+    --hash=sha256:21baa92d4a5112167721156f6d061c2ae105f2995b3a5e19cec6662928f0c439 \
+    --hash=sha256:2348f698f9c1d72023afc8d39939045421a01da9b7e3078e3029227e35f28419 \
+    --hash=sha256:29cfa8bfb72aacf2d611a3313b358ed4d4140fa3d3efcffea750c8e7f8acb1aa \
+    --hash=sha256:2c28a4ae3e201e1c1b7bacacd40e2e76c4068b90c9ae3a0d525e0ac98206f1cc \
+    --hash=sha256:32581c50b34a09889b2d96796170e53da313a1e7fde32be63c82e50e7e791e3c \
+    --hash=sha256:32a85b752cb51463face13e2b1797cfa617cd7fb7073f15feaa4020a86a346ce \
+    --hash=sha256:393f609fd6139ce782e747e22c399483ffc58341009e6a97e39ffe5f5b2c674c \
+    --hash=sha256:4072e21ad4036af41bd57b447b1dda64fe60aa679cfa8854ba0a0338152439f1 \
+    --hash=sha256:451ddf4094e108e33d3b86d7817a7e20a2c5e6812d08c34ee22f6a595f38dcca \
+    --hash=sha256:4a21d7eda5e6996772055f798e3fe1de1b33b3edad7f6cf0567097a21585a812 \
+    --hash=sha256:4b013876109d91fa6fc871ffa4e0dbfda11820c33dc4ad0e2967b3fc1187f804 \
+    --hash=sha256:4b28fcefc0c3534277ff0306e6c10672fb050f4784b5f3be7037e80801569fb5 \
+    --hash=sha256:4b3e3223aaad74e18aacc74775e01815e68af810258ceea6fa6a81b19f384312 \
+    --hash=sha256:4c5acb213aa75a61bcfc176566e20f2503069667e760d83d403b59e115fef0dd \
+    --hash=sha256:4e36d9000d4f7e1a35689a74ec7749d27a216dfa6c47cac2e5ad3de8a523bd69 \
+    --hash=sha256:509355ebedec69a8bf0cc113a6bf9c01820d12fe2eea44f47dfa809faf2d5463 \
+    --hash=sha256:5335f622458aa105289a8e358bc32ecd1b9634b6ffec3e77ea3577e49c297171 \
+    --hash=sha256:536c80d8d4ec7f39cbb10b85d926ff96cef3cde4a83ca0991c07cd9835d5dc13 \
+    --hash=sha256:56da7632e029912af25e25422fae3b6df318400297d552791f4b21da6d815ed6 \
+    --hash=sha256:5bda2275f31a64adf3483e39f7a4e2107f7dfe3a3f85f0d2c0cb6ae5fbe4a443 \
+    --hash=sha256:5fa0ba0946f3c274f6a87aaa3c631dc70a363bd46cceea828ce777e8db653b6f \
+    --hash=sha256:63770120cc3386dcc13bcc4df508ab281a6b14c3b2c0e33586439a6c40ee122f \
+    --hash=sha256:675ab43840488944899ca87f02d4813c1e32107e56afaba7489705a70214e8aa \
+    --hash=sha256:68080af234256ef943f0add6fc79816b0c643d8df291c17a85c1b6e45bdfbb96 \
+    --hash=sha256:68ea3ddd4dae1152a7f7155ef02a7bfad919611158d71b301f9aa167685819af \
+    --hash=sha256:6a49ce2a580edd3b16b69421137deef464e2f8907f9ef906d49950b1a52908c1 \
+    --hash=sha256:6c51e565f85ce38cf9388c4f916d53888b0fa34788fcebe3aff3db24948e0960 \
+    --hash=sha256:6d2bac5982d7a08759ea487bfa00149e6aa8a3be7cd43c4ed1be1e3505425c69 \
+    --hash=sha256:6e76b23431a667cd485fb562428d1ad29bae9fdd0fcdfb5a51cc8087bae0e88c \
+    --hash=sha256:72d2fda61b23babe862018729be73c8b0dc12e3e6601f36f6e65d905e249f4db \
+    --hash=sha256:748dc45a0394fbe9120b8b3b9a39fab0967c7e2d6ecdd5304af018e774f80f96 \
+    --hash=sha256:7853d2ed7d6929c029312ec849410f1ea7ae76ce72ad1140fb73f6e8a1e6aa4f \
+    --hash=sha256:80a49eb817eaa6591f43a31e5c93d79904de62537f029907ef88c050d781a638 \
+    --hash=sha256:91cad49a4fb731b726afc5ae385a3217a7016ed88a04da40c131cff8136a5db5 \
+    --hash=sha256:98a133b40dc00cfda6609e1b0cb0ab0b77796fc2719aae886a12009514f73499 \
+    --hash=sha256:9913789a98ccf49213fbb1dabc597847a0ec33d3b0e151689498f4b38ba9be0f \
+    --hash=sha256:9930e20f0e9f65ad1d57d98290c2be3abd75812d058815605f44a56056fb9a66 \
+    --hash=sha256:9a73b5c6425a70ebd440579a677eb4f03b327b2f59090db34e6c937aeea5aabd \
+    --hash=sha256:9c747ae5c0fb4bd519f6abbfe4bd704b2f1c63fd4dd3dbb8d8864478974e1571 \
+    --hash=sha256:9d4448c874959ae012cda0f6d570ac0bd7f0fcf12007714eaebf86b86919b66f \
+    --hash=sha256:a058f4c6a591d5e5a47569f5648a26303ba19c76a960fef7e0beba2aa959e52e \
+    --hash=sha256:a0ef6f0ecc085c1f8fddb048f538c8bb89989e5d470eab45d4e9bd48ee73a40d \
+    --hash=sha256:a3cab91020e3ff7565e55a611ec3e3257c093ac950d55778a48bfc8c57562b6e \
+    --hash=sha256:ab1bfea271ce4bda09d975080d5465cf5a8b127e7c0ea61ea3f972417a7a2193 \
+    --hash=sha256:b35d4b5b688f759ffd075190a9850b04671bad14c5b37124eb43e99306ec16ea \
+    --hash=sha256:b37b76ea338c4a473c34a9b9e1e033a78aafb9040a8c0eea579fc5805d8e4b46 \
+    --hash=sha256:b8986d9768daddd5e87abf513ae168ea0afe690a444d4c82d5b1b14b0d045820 \
+    --hash=sha256:baa30c7b59bd1c5e105693108a6d7a98f3e7a1a59e23e15bc5897b91fd5849f5 \
+    --hash=sha256:bcdcd603a7737cd3f5a2ab10ce9b49844329deb81c2daafcd8131e54fc730205 \
+    --hash=sha256:bd186c041d9be86c4fa5e2490943ce5d7f05b472f45d7f49426f259f3dd20bc4 \
+    --hash=sha256:bebccd0652ac1c7e438ae1f451edefde63d14b3af6f6daa30c599919dcb92886 \
+    --hash=sha256:c3c18f13175a9c90f3abd8805720b0eb3e10eca1d5d4e0cf57722b2a62d62016 \
+    --hash=sha256:c499ea3a134130797c50e367687a6a46a12653c59af381bee92c41a5ab0bd55d \
+    --hash=sha256:c85aa2bc76a36d92a3197f406f86636664d5b323727dfec4fa2842a8a24a06ae \
+    --hash=sha256:c888f624d03e55e501bc438906505c79fb307d8da37a6dda18dd1ac2e6d5ea9c \
+    --hash=sha256:cf6cd68921f2bacc547ba1cf64ad0e76bc1727f3bab13bba2e5f5869aba038b1 \
+    --hash=sha256:d2b56a1fd2c5126c4a3362ec4470291cdd3c7daa22f583da67e75e30dc425ce6 \
+    --hash=sha256:d7be8021658b46b22500a77f1707901bd98fc210f185c229b81c74efd3c1baf2 \
+    --hash=sha256:db97d873f23b0c15b4ed911ece10e5cc0bb96cdc53666d5c3788bd0af81807f1 \
+    --hash=sha256:dd895cf63fac0a9f11b524fff810d9a6081dcf3c518b34172ac8684eb504dd43 \
+    --hash=sha256:ddf05ea471da2808d77ecfa425d8884124b4754f4d483afa7703b6655530cf5c \
+    --hash=sha256:e1b990fb15985571616f7f40a12d6fa062897b19fb5359b6dec3cd811d802c24 \
+    --hash=sha256:e4a210a960f3917da757b0581750b6e0a8db9acef68dafbc1b6e2ae39e847ba8 \
+    --hash=sha256:e5977810972c6f0b2e61252c4758fd5aee21abf663ff309881195a99d37daa94 \
+    --hash=sha256:e967e67058b78189d2b20a9586c7720a05ec4a580d6a98c796cd5cd2b7b11303 \
+    --hash=sha256:ecf62d4aad0baa8832ab60f96e7baedbe6558bd292597503d927e9c5bce745d8 \
+    --hash=sha256:f121218dc33fb318c34ddd889dc7362606ce1316af2bb63b73cc1df81523ca34 \
+    --hash=sha256:f69aeb08659a6c81d559bbe319075e3417434ae5b3a5e4a758d1c4055a03497a \
+    --hash=sha256:fb3c6e537cb4605c22895a8d4a10cdb26611ba2bbfc7f0b4c1d06bb9d8aad648
+    # via us
+jinja2==3.1.6 \
+    --hash=sha256:0137fb05990d35f1275a587e9aee6d56da821fc83491a0fb838183be43f66d6d \
+    --hash=sha256:85ece4451f492d0c13c5dd7c13a64681a86afae63a5f347908daf103ce6d2f67
+    # via pyvis
+jsonpickle==4.1.1 \
+    --hash=sha256:bb141da6057898aa2438ff268362b126826c812a1721e31cf08a6e142910dc91 \
+    --hash=sha256:f86e18f13e2b96c1c1eede0b7b90095bbb61d99fedc14813c44dc2f361dbbae1
+    # via pyvis
+jsonschema==4.26.0 \
+    --hash=sha256:0c26707e2efad8aa1bfc5b7ce170f3fccc2e4918ff85989ba9ffa9facb2be326 \
+    --hash=sha256:d489f15263b8d200f8387e64b4c3a75f06629559fb73deb8fdfb525f2dab50ce
+    # via policyengine
+jsonschema-specifications==2025.9.1 \
+    --hash=sha256:98802fee3a11ee76ecaca44429fda8a41bff98b00a0f2838151b113f210cc6fe \
+    --hash=sha256:b540987f239e745613c7a9176f3edb72b832a4ac465cf02712288397832b5e8d
+    # via jsonschema
+markdown-it-py==4.2.0 \
+    --hash=sha256:04a21681d6fbb623de53f6f364d352309d4094dd4194040a10fd51833e418d49 \
+    --hash=sha256:9f7ebbcd14fe59494226453aed97c1070d83f8d24b6fc3a3bcf9a38092641c4a
+    # via rich
+markupsafe==3.0.3 \
+    --hash=sha256:0303439a41979d9e74d18ff5e2dd8c43ed6c6001fd40e5bf2e43f7bd9bbc523f \
+    --hash=sha256:068f375c472b3e7acbe2d5318dea141359e6900156b5b2ba06a30b169086b91a \
+    --hash=sha256:0bf2a864d67e76e5c9a34dc26ec616a66b9888e25e7b9460e1c76d3293bd9dbf \
+    --hash=sha256:0db14f5dafddbb6d9208827849fad01f1a2609380add406671a26386cdf15a19 \
+    --hash=sha256:0eb9ff8191e8498cca014656ae6b8d61f39da5f95b488805da4bb029cccbfbaf \
+    --hash=sha256:0f4b68347f8c5eab4a13419215bdfd7f8c9b19f2b25520968adfad23eb0ce60c \
+    --hash=sha256:1085e7fbddd3be5f89cc898938f42c0b3c711fdcb37d75221de2666af647c175 \
+    --hash=sha256:116bb52f642a37c115f517494ea5feb03889e04df47eeff5b130b1808ce7c219 \
+    --hash=sha256:12c63dfb4a98206f045aa9563db46507995f7ef6d83b2f68eda65c307c6829eb \
+    --hash=sha256:133a43e73a802c5562be9bbcd03d090aa5a1fe899db609c29e8c8d815c5f6de6 \
+    --hash=sha256:1353ef0c1b138e1907ae78e2f6c63ff67501122006b0f9abad68fda5f4ffc6ab \
+    --hash=sha256:15d939a21d546304880945ca1ecb8a039db6b4dc49b2c5a400387cdae6a62e26 \
+    --hash=sha256:177b5253b2834fe3678cb4a5f0059808258584c559193998be2601324fdeafb1 \
+    --hash=sha256:1872df69a4de6aead3491198eaf13810b565bdbeec3ae2dc8780f14458ec73ce \
+    --hash=sha256:1b4b79e8ebf6b55351f0d91fe80f893b4743f104bff22e90697db1590e47a218 \
+    --hash=sha256:1b52b4fb9df4eb9ae465f8d0c228a00624de2334f216f178a995ccdcf82c4634 \
+    --hash=sha256:1ba88449deb3de88bd40044603fafffb7bc2b055d626a330323a9ed736661695 \
+    --hash=sha256:1cc7ea17a6824959616c525620e387f6dd30fec8cb44f649e31712db02123dad \
+    --hash=sha256:218551f6df4868a8d527e3062d0fb968682fe92054e89978594c28e642c43a73 \
+    --hash=sha256:26a5784ded40c9e318cfc2bdb30fe164bdb8665ded9cd64d500a34fb42067b1c \
+    --hash=sha256:2713baf880df847f2bece4230d4d094280f4e67b1e813eec43b4c0e144a34ffe \
+    --hash=sha256:2a15a08b17dd94c53a1da0438822d70ebcd13f8c3a95abe3a9ef9f11a94830aa \
+    --hash=sha256:2f981d352f04553a7171b8e44369f2af4055f888dfb147d55e42d29e29e74559 \
+    --hash=sha256:32001d6a8fc98c8cb5c947787c5d08b0a50663d139f1305bac5885d98d9b40fa \
+    --hash=sha256:3524b778fe5cfb3452a09d31e7b5adefeea8c5be1d43c4f810ba09f2ceb29d37 \
+    --hash=sha256:3537e01efc9d4dccdf77221fb1cb3b8e1a38d5428920e0657ce299b20324d758 \
+    --hash=sha256:35add3b638a5d900e807944a078b51922212fb3dedb01633a8defc4b01a3c85f \
+    --hash=sha256:38664109c14ffc9e7437e86b4dceb442b0096dfe3541d7864d9cbe1da4cf36c8 \
+    --hash=sha256:3a7e8ae81ae39e62a41ec302f972ba6ae23a5c5396c8e60113e9066ef893da0d \
+    --hash=sha256:3b562dd9e9ea93f13d53989d23a7e775fdfd1066c33494ff43f5418bc8c58a5c \
+    --hash=sha256:457a69a9577064c05a97c41f4e65148652db078a3a509039e64d3467b9e7ef97 \
+    --hash=sha256:4bd4cd07944443f5a265608cc6aab442e4f74dff8088b0dfc8238647b8f6ae9a \
+    --hash=sha256:4e885a3d1efa2eadc93c894a21770e4bc67899e3543680313b09f139e149ab19 \
+    --hash=sha256:4faffd047e07c38848ce017e8725090413cd80cbc23d86e55c587bf979e579c9 \
+    --hash=sha256:509fa21c6deb7a7a273d629cf5ec029bc209d1a51178615ddf718f5918992ab9 \
+    --hash=sha256:5678211cb9333a6468fb8d8be0305520aa073f50d17f089b5b4b477ea6e67fdc \
+    --hash=sha256:591ae9f2a647529ca990bc681daebdd52c8791ff06c2bfa05b65163e28102ef2 \
+    --hash=sha256:5a7d5dc5140555cf21a6fefbdbf8723f06fcd2f63ef108f2854de715e4422cb4 \
+    --hash=sha256:69c0b73548bc525c8cb9a251cddf1931d1db4d2258e9599c28c07ef3580ef354 \
+    --hash=sha256:6b5420a1d9450023228968e7e6a9ce57f65d148ab56d2313fcd589eee96a7a50 \
+    --hash=sha256:722695808f4b6457b320fdc131280796bdceb04ab50fe1795cd540799ebe1698 \
+    --hash=sha256:729586769a26dbceff69f7a7dbbf59ab6572b99d94576a5592625d5b411576b9 \
+    --hash=sha256:77f0643abe7495da77fb436f50f8dab76dbc6e5fd25d39589a0f1fe6548bfa2b \
+    --hash=sha256:795e7751525cae078558e679d646ae45574b47ed6e7771863fcc079a6171a0fc \
+    --hash=sha256:7be7b61bb172e1ed687f1754f8e7484f1c8019780f6f6b0786e76bb01c2ae115 \
+    --hash=sha256:7c3fb7d25180895632e5d3148dbdc29ea38ccb7fd210aa27acbd1201a1902c6e \
+    --hash=sha256:7e68f88e5b8799aa49c85cd116c932a1ac15caaa3f5db09087854d218359e485 \
+    --hash=sha256:83891d0e9fb81a825d9a6d61e3f07550ca70a076484292a70fde82c4b807286f \
+    --hash=sha256:8485f406a96febb5140bfeca44a73e3ce5116b2501ac54fe953e488fb1d03b12 \
+    --hash=sha256:8709b08f4a89aa7586de0aadc8da56180242ee0ada3999749b183aa23df95025 \
+    --hash=sha256:8f71bc33915be5186016f675cd83a1e08523649b0e33efdb898db577ef5bb009 \
+    --hash=sha256:915c04ba3851909ce68ccc2b8e2cd691618c4dc4c4232fb7982bca3f41fd8c3d \
+    --hash=sha256:949b8d66bc381ee8b007cd945914c721d9aba8e27f71959d750a46f7c282b20b \
+    --hash=sha256:94c6f0bb423f739146aec64595853541634bde58b2135f27f61c1ffd1cd4d16a \
+    --hash=sha256:9a1abfdc021a164803f4d485104931fb8f8c1efd55bc6b748d2f5774e78b62c5 \
+    --hash=sha256:9b79b7a16f7fedff2495d684f2b59b0457c3b493778c9eed31111be64d58279f \
+    --hash=sha256:a320721ab5a1aba0a233739394eb907f8c8da5c98c9181d1161e77a0c8e36f2d \
+    --hash=sha256:a4afe79fb3de0b7097d81da19090f4df4f8d3a2b3adaa8764138aac2e44f3af1 \
+    --hash=sha256:ad2cf8aa28b8c020ab2fc8287b0f823d0a7d8630784c31e9ee5edea20f406287 \
+    --hash=sha256:b8512a91625c9b3da6f127803b166b629725e68af71f8184ae7e7d54686a56d6 \
+    --hash=sha256:bc51efed119bc9cfdf792cdeaa4d67e8f6fcccab66ed4bfdd6bde3e59bfcbb2f \
+    --hash=sha256:bdc919ead48f234740ad807933cdf545180bfbe9342c2bb451556db2ed958581 \
+    --hash=sha256:bdd37121970bfd8be76c5fb069c7751683bdf373db1ed6c010162b2a130248ed \
+    --hash=sha256:be8813b57049a7dc738189df53d69395eba14fb99345e0a5994914a3864c8a4b \
+    --hash=sha256:c0c0b3ade1c0b13b936d7970b1d37a57acde9199dc2aecc4c336773e1d86049c \
+    --hash=sha256:c47a551199eb8eb2121d4f0f15ae0f923d31350ab9280078d1e5f12b249e0026 \
+    --hash=sha256:c4ffb7ebf07cfe8931028e3e4c85f0357459a3f9f9490886198848f4fa002ec8 \
+    --hash=sha256:ccfcd093f13f0f0b7fdd0f198b90053bf7b2f02a3927a30e63f3ccc9df56b676 \
+    --hash=sha256:d2ee202e79d8ed691ceebae8e0486bd9a2cd4794cec4824e1c99b6f5009502f6 \
+    --hash=sha256:d53197da72cc091b024dd97249dfc7794d6a56530370992a5e1a08983ad9230e \
+    --hash=sha256:d6dd0be5b5b189d31db7cda48b91d7e0a9795f31430b7f271219ab30f1d3ac9d \
+    --hash=sha256:d88b440e37a16e651bda4c7c2b930eb586fd15ca7406cb39e211fcff3bf3017d \
+    --hash=sha256:de8a88e63464af587c950061a5e6a67d3632e36df62b986892331d4620a35c01 \
+    --hash=sha256:df2449253ef108a379b8b5d6b43f4b1a8e81a061d6537becd5582fba5f9196d7 \
+    --hash=sha256:e1c1493fb6e50ab01d20a22826e57520f1284df32f2d8601fdd90b6304601419 \
+    --hash=sha256:e1cf1972137e83c5d4c136c43ced9ac51d0e124706ee1c8aa8532c1287fa8795 \
+    --hash=sha256:e2103a929dfa2fcaf9bb4e7c091983a49c9ac3b19c9061b6d5427dd7d14d81a1 \
+    --hash=sha256:e56b7d45a839a697b5eb268c82a71bd8c7f6c94d6fd50c3d577fa39a9f1409f5 \
+    --hash=sha256:e8afc3f2ccfa24215f8cb28dcf43f0113ac3c37c2f0f0806d8c70e4228c5cf4d \
+    --hash=sha256:e8fc20152abba6b83724d7ff268c249fa196d8259ff481f3b1476383f8f24e42 \
+    --hash=sha256:eaa9599de571d72e2daf60164784109f19978b327a3910d3e9de8c97b5b70cfe \
+    --hash=sha256:ec15a59cf5af7be74194f7ab02d0f59a62bdcf1a537677ce67a2537c9b87fcda \
+    --hash=sha256:f190daf01f13c72eac4efd5c430a8de82489d9cff23c364c3ea822545032993e \
+    --hash=sha256:f34c41761022dd093b4b6896d4810782ffbabe30f2d443ff5f083e0cbbb8c737 \
+    --hash=sha256:f3e98bb3798ead92273dc0e5fd0f31ade220f59a266ffd8a4f6065e0a3ce0523 \
+    --hash=sha256:f42d0984e947b8adf7dd6dde396e720934d12c506ce84eea8476409563607591 \
+    --hash=sha256:f71a396b3bf33ecaa1626c255855702aca4d3d9fea5e051b41ac59a9c1c41edc \
+    --hash=sha256:f9e130248f4462aaa8e2552d547f36ddadbeaa573879158d721bbd33dfe4743a \
+    --hash=sha256:fed51ac40f757d41b7c48425901843666a6677e3e8eb0abcff09e4ba6e664f50
+    # via jinja2
+matplotlib-inline==0.2.2 \
+    --hash=sha256:3c821cf1c209f59fb2d2d64abbf5b23b67bcb2210d663f9918dd851c6da1fcf6 \
+    --hash=sha256:72f3fe8fce36b70d4a5b612f899090cd0401deddc4ea90e1572b9f4bfb058c79
+    # via ipython
+mdurl==0.1.2 \
+    --hash=sha256:84008a41e51615a49fc9966191ff91509e3c40b939176e643fd50a5c2196b8f8 \
+    --hash=sha256:bb413d29f5eea38f31dd4754dd7377d4465116fb207585f97bf925588687c1ba
+    # via markdown-it-py
+microdf-python==1.3.0 \
+    --hash=sha256:e17757a198648108eae24f39384e27b5ae8061acf1b43fa56520010dc00a7b55 \
+    --hash=sha256:f352fe32c25a4fd6d6188ef6aaca0214b53b29a8a7913aca6af0362dd9c922bd
+    # via
+    #   policyengine
+    #   policyengine-core
+    #   policyengine-uk
+    #   policyengine-us
+msgpack==1.1.2 \
+    --hash=sha256:0051fffef5a37ca2cd16978ae4f0aef92f164df86823871b5162812bebecd8e2 \
+    --hash=sha256:04fb995247a6e83830b62f0b07bf36540c213f6eac8e851166d8d86d83cbd014 \
+    --hash=sha256:180759d89a057eab503cf62eeec0aa61c4ea1200dee709f3a8e9397dbb3b6931 \
+    --hash=sha256:1d1418482b1ee984625d88aa9585db570180c286d942da463533b238b98b812b \
+    --hash=sha256:1de460f0403172cff81169a30b9a92b260cb809c4cb7e2fc79ae8d0510c78b6b \
+    --hash=sha256:1fdf7d83102bf09e7ce3357de96c59b627395352a4024f6e2458501f158bf999 \
+    --hash=sha256:1fff3d825d7859ac888b0fbda39a42d59193543920eda9d9bea44d958a878029 \
+    --hash=sha256:283ae72fc89da59aa004ba147e8fc2f766647b1251500182fac0350d8af299c0 \
+    --hash=sha256:2929af52106ca73fcb28576218476ffbb531a036c2adbcf54a3664de124303e9 \
+    --hash=sha256:2e86a607e558d22985d856948c12a3fa7b42efad264dca8a3ebbcfa2735d786c \
+    --hash=sha256:350ad5353a467d9e3b126d8d1b90fe05ad081e2e1cef5753f8c345217c37e7b8 \
+    --hash=sha256:354e81bcdebaab427c3df4281187edc765d5d76bfb3a7c125af9da7a27e8458f \
+    --hash=sha256:365c0bbe981a27d8932da71af63ef86acc59ed5c01ad929e09a0b88c6294e28a \
+    --hash=sha256:372839311ccf6bdaf39b00b61288e0557916c3729529b301c52c2d88842add42 \
+    --hash=sha256:3b60763c1373dd60f398488069bcdc703cd08a711477b5d480eecc9f9626f47e \
+    --hash=sha256:41d1a5d875680166d3ac5c38573896453bbbea7092936d2e107214daf43b1d4f \
+    --hash=sha256:42eefe2c3e2af97ed470eec850facbe1b5ad1d6eacdbadc42ec98e7dcf68b4b7 \
+    --hash=sha256:446abdd8b94b55c800ac34b102dffd2f6aa0ce643c55dfc017ad89347db3dbdb \
+    --hash=sha256:454e29e186285d2ebe65be34629fa0e8605202c60fbc7c4c650ccd41870896ef \
+    --hash=sha256:4efd7b5979ccb539c221a4c4e16aac1a533efc97f3b759bb5a5ac9f6d10383bf \
+    --hash=sha256:5559d03930d3aa0f3aacb4c42c776af1a2ace2611871c84a75afe436695e6245 \
+    --hash=sha256:5928604de9b032bc17f5099496417f113c45bc6bc21b5c6920caf34b3c428794 \
+    --hash=sha256:59415c6076b1e30e563eb732e23b994a61c159cec44deaf584e5cc1dd662f2af \
+    --hash=sha256:5a46bf7e831d09470ad92dff02b8b1ac92175ca36b087f904a0519857c6be3ff \
+    --hash=sha256:602b6740e95ffc55bfb078172d279de3773d7b7db1f703b2f1323566b878b90e \
+    --hash=sha256:61c8aa3bd513d87c72ed0b37b53dd5c5a0f58f2ff9f26e1555d3bd7948fb7296 \
+    --hash=sha256:67016ae8c8965124fdede9d3769528ad8284f14d635337ffa6a713a580f6c030 \
+    --hash=sha256:6bde749afe671dc44893f8d08e83bf475a1a14570d67c4bb5cec5573463c8833 \
+    --hash=sha256:6c15b7d74c939ebe620dd8e559384be806204d73b4f9356320632d783d1f7939 \
+    --hash=sha256:70a0dff9d1f8da25179ffcf880e10cf1aad55fdb63cd59c9a49a1b82290062aa \
+    --hash=sha256:70c5a7a9fea7f036b716191c29047374c10721c389c21e9ffafad04df8c52c90 \
+    --hash=sha256:7bc8813f88417599564fafa59fd6f95be417179f76b40325b500b3c98409757c \
+    --hash=sha256:80a0ff7d4abf5fecb995fcf235d4064b9a9a8a40a3ab80999e6ac1e30b702717 \
+    --hash=sha256:86f8136dfa5c116365a8a651a7d7484b65b13339731dd6faebb9a0242151c406 \
+    --hash=sha256:897c478140877e5307760b0ea66e0932738879e7aa68144d9b78ea4c8302a84a \
+    --hash=sha256:8b696e83c9f1532b4af884045ba7f3aa741a63b2bc22617293a2c6a7c645f251 \
+    --hash=sha256:8e22ab046fa7ede9e36eeb4cfad44d46450f37bb05d5ec482b02868f451c95e2 \
+    --hash=sha256:94fd7dc7d8cb0a54432f296f2246bc39474e017204ca6f4ff345941d4ed285a7 \
+    --hash=sha256:99e2cb7b9031568a2a5c73aa077180f93dd2e95b4f8d3b8e14a73ae94a9e667e \
+    --hash=sha256:9ade919fac6a3e7260b7f64cea89df6bec59104987cbea34d34a2fa15d74310b \
+    --hash=sha256:9fba231af7a933400238cb357ecccf8ab5d51535ea95d94fc35b7806218ff844 \
+    --hash=sha256:a465f0dceb8e13a487e54c07d04ae3ba131c7c5b95e2612596eafde1dccf64a9 \
+    --hash=sha256:a605409040f2da88676e9c9e5853b3449ba8011973616189ea5ee55ddbc5bc87 \
+    --hash=sha256:a668204fa43e6d02f89dbe79a30b0d67238d9ec4c5bd8a940fc3a004a47b721b \
+    --hash=sha256:a7787d353595c7c7e145e2331abf8b7ff1e6673a6b974ded96e6d4ec09f00c8c \
+    --hash=sha256:a8f6e7d30253714751aa0b0c84ae28948e852ee7fb0524082e6716769124bc23 \
+    --hash=sha256:ad09b984828d6b7bb52d1d1d0c9be68ad781fa004ca39216c8a1e63c0f34ba3c \
+    --hash=sha256:bafca952dc13907bdfdedfc6a5f579bf4f292bdd506fadb38389afa3ac5b208e \
+    --hash=sha256:be52a8fc79e45b0364210eef5234a7cf8d330836d0a64dfbb878efa903d84620 \
+    --hash=sha256:be5980f3ee0e6bd44f3a9e9dea01054f175b50c3e6cdb692bc9424c0bbb8bf69 \
+    --hash=sha256:c63eea553c69ab05b6747901b97d620bb2a690633c77f23feb0c6a947a8a7b8f \
+    --hash=sha256:d198d275222dc54244bf3327eb8cbe00307d220241d9cec4d306d49a44e85f68 \
+    --hash=sha256:d62ce1f483f355f61adb5433ebfd8868c5f078d1a52d042b0a998682b4fa8c27 \
+    --hash=sha256:d99ef64f349d5ec3293688e91486c5fdb925ed03807f64d98d205d2713c60b46 \
+    --hash=sha256:db6192777d943bdaaafb6ba66d44bf65aa0e9c5616fa1d2da9bb08828c6b39aa \
+    --hash=sha256:e23ce8d5f7aa6ea6d2a2b326b4ba46c985dbb204523759984430db7114f8aa00 \
+    --hash=sha256:e64c8d2f5e5d5fda7b842f55dec6133260ea8f53c4257d64494c534f306bf7a9 \
+    --hash=sha256:e69b39f8c0aa5ec24b57737ebee40be647035158f14ed4b40e6f150077e21a84 \
+    --hash=sha256:ea5405c46e690122a76531ab97a079e184c0daf491e588592d6a23d3e32af99e \
+    --hash=sha256:f2cb069d8b981abc72b41aea1c580ce92d57c673ec61af4c500153a626cb9e20 \
+    --hash=sha256:fac4be746328f90caa3cd4bc67e6fe36ca2bf61d5c6eb6d895b6527e3f05071e \
+    --hash=sha256:fffee09044073e69f2bad787071aeec727183e7580443dfeb8556cbf1978d162
+    # via blosc2
+ndindex==1.10.1 \
+    --hash=sha256:03cf1e6cdac876bd8fc92d3b65bb223496b1581d10eab3ba113f7c195121a959 \
+    --hash=sha256:046c1e88d46b2bd2fd3483e06d27b4e85132b55bc693f2fca2db0bb56eea1e78 \
+    --hash=sha256:08bfdc1f7a0b408d15b3ce61d141ebbebdb47a25341967e425e104c5bd512a5c \
+    --hash=sha256:092b92c07690292ec7c6b266c38d7e63d254ec8d913ed06f2a8e16103eb7861a \
+    --hash=sha256:0ad8e060b26568c4e67c7b1dc2bc64e28597afdaabd7d63f98f655bfe2daa644 \
+    --hash=sha256:0f6113c1f031248f8818cbee1aa92aa3c9472b7701debcce9fddebcd2f610f11 \
+    --hash=sha256:157b5c34a1b779f5d27b790d9bd7e7b156d284e76be83c591a3ba003984f4956 \
+    --hash=sha256:1827a40301405b44ad709e388c5b48cf35cd90a67f77e63f0f17d87f6000fa81 \
+    --hash=sha256:1ae21b06235cb0884e97cf672780c170449baa0314085595cfe751705fa352de \
+    --hash=sha256:23d35696f802548143b5cc199bf2f171efb0061aa7934959251dd3bae56d038c \
+    --hash=sha256:27385939f317b55773ea53f6bf9334810cf1d66206034c0a6a6f2a88f2001c3c \
+    --hash=sha256:27a7729a4d33df6b96f7d5edff281d2b987bbe6545031c5eb606b95c47694f54 \
+    --hash=sha256:28741daca5926adff402247cd406f453ed5bb6042e82d6855938f805190e5ce9 \
+    --hash=sha256:2d6442ecce9b395aade5e9f2431e169e01393953a069f6d2d53a63b6c94d1d06 \
+    --hash=sha256:3307817bdc92846b18f309fae3582856f567dd6e0742fb0b41ac68682bfc4e2a \
+    --hash=sha256:346a4bf09f5771548665c8206e81daadb6b9925d409746e709894bdd98adc701 \
+    --hash=sha256:37f87f0e7690ae0324334740e0661d6297f2e62c9bf925127d249fb7eddd0ad8 \
+    --hash=sha256:3b0d9ce2c8488444499ab6d40e92e09867bf4413f5cf04c01635de923f44aa67 \
+    --hash=sha256:3ce3bd0882572269ca09285112cf38ce84baa2aaa5891551af968ca7c18f84bb \
+    --hash=sha256:4cea15cff221e76abd12e3e940c26124184735cf421c229307f5db6742e14dd7 \
+    --hash=sha256:588e8875d836a93b3cd9af482c8074bb02288ae1aff92cf277e1f02d9ae0f992 \
+    --hash=sha256:59a3222befc0f7cdc85fb9b90a567ae890f70a864bdeb660517e9ebcb36bf1bc \
+    --hash=sha256:5c026dbbf2455d97ce6456d8a50b349aee8fefa11027d020638c89e9be2c9c4c \
+    --hash=sha256:5c3634a8df43e7928122225a3d64d850c8957bd1edf2e403907deacb478af27b \
+    --hash=sha256:6928e47fb008903f2e41309b7ff1e59b16abbcd59e2e945454571c28b2433c9e \
+    --hash=sha256:72af787dcee3661f36fff9d144d989aacefe32e2c8b51ceef9babd46afb93a18 \
+    --hash=sha256:752e78a5e87911ded117c57a7246596f26c9c6da066de3c2b533b3db694949bb \
+    --hash=sha256:777bb6fa1dc72527fb43744b8c1499ca86e8e110b238d7aad6a686489c23d3bd \
+    --hash=sha256:78bfe25941d2dac406391ddd9baf0b0fce163807b98ecc2c47a3030ee8466319 \
+    --hash=sha256:78ce45106ebf67aeba99714818c721d8fd5fb9534daebd2565665a2d64b50fc9 \
+    --hash=sha256:7da34a78410c14341d5fff73be5ce924bd36500bf7f640fc59b8607d3a0df95e \
+    --hash=sha256:8644c76e74c0fbbdaa54752de30b7c6b98b1e8f6c05f0c6228632a29c862d83f \
+    --hash=sha256:87f83e8c35a7f49a68cd3a3054c406e6c22f8c1315f3905f7a778c657669187e \
+    --hash=sha256:890bb92f0a779e6f16bdbcc8bd2e06c32bcc0239e5893ba246114eb924aecaaa \
+    --hash=sha256:8ff1558ddbfedcecd1f6ed7777530917ad08f9c253fcaa8b7152a7aa4ca0264f \
+    --hash=sha256:9599fcb7411ffe601c367f0a5d4bc0ed588e3e7d9dc7604bdb32c8f669456b9e \
+    --hash=sha256:967b87b88dadb62555ec1039695c347254eccb8ca3d124c0e5dbe084c525fa93 \
+    --hash=sha256:9b5297f207ebc068c7cdf9e3cd7b95aa5c9ec04295d0a7e56b529f66787d4685 \
+    --hash=sha256:9d581f931e61f182478f18bdf5edd3955899df5da4892ed0d5de547a4cfd5b6f \
+    --hash=sha256:9fdf3ca16efcdfbb8800aa88fbab1bc6528e6a0504bcb9cf7af4cb9d50e9f5d9 \
+    --hash=sha256:a91e1a0398120233d5c3b23ccb2d4b78e970d66136f1a7221fa9a53873c3d5c5 \
+    --hash=sha256:a9a211ec2198994cb3600cd46adb335a740f27e4d406b40d48ed7b98d2d2a89b \
+    --hash=sha256:ae73cd2d66b09ef2f2a7d7f93bad396d6abf168d1ee825e403c6c5fb8ae1341c \
+    --hash=sha256:bada24abee6bc6ca438b2e6b68a752fc9b58b67bdcb54008e2bc6330ecb0a777 \
+    --hash=sha256:bc236d1612714cbd80610cf25a6ef92584ff1402e9d5a5c50e926195716f7d22 \
+    --hash=sha256:c5e9762452b163e33cfb6e821f86e45ba0b53bdfcd23ab5d57b48a8f566898cb \
+    --hash=sha256:c65ca639a7abf72d79f22424f4abd18dece1f289a2b7b028a0ca455edd2168d4 \
+    --hash=sha256:c67dde588c0fb89d872931a4ed5f9b4d21c1c70a3d92fdf0812a1de154239816 \
+    --hash=sha256:c9dd58d91220b1c1fe516324bfcf4114566c98e84b1cbbe416abe345c75bd557 \
+    --hash=sha256:cb76e0f3f235d8b1c768b17e771de48775d281713795c3aa045e8114ad61bdda \
+    --hash=sha256:cdb86a4176f2ae23bd4bcd0401ca35d5dad2d1ed0d0dca1ff64480ebe41b75d9 \
+    --hash=sha256:cf5855881884b8467dfcf45764ccf2e4279075be14b155b89c96994bb08d2e6f \
+    --hash=sha256:cf80241b40adffdc3276b2c9fb63a96c6c98b4a9d941892738de8add65083962 \
+    --hash=sha256:cf9e05986b2eb8c5993bce0f911d6cedd15bda30b5e35dd354b1ad1f4cc3599d \
+    --hash=sha256:d0ebdba2fade3f6916fe21fd49e2a0935af4f58c56100a60f3f2eb26e20baee7 \
+    --hash=sha256:dc7ebdbd465d25f29a9cd7ba31c304172351fc85626835385bcb72807d309a9a \
+    --hash=sha256:e2ad917bcdf8dc5ba1e21f01054c991d26862d4d01c3c203a50e907096d558ac \
+    --hash=sha256:e69a2cb1ac7be955c3c77f1def83f410775a81525c9ce2d4c0a3f2a61589ed47 \
+    --hash=sha256:e81a9bd36fe054b6c9fcc53d26bc9a28cf15d1ab52a0f5b854f894116f3a54e1 \
+    --hash=sha256:e851990a68937db5f485cd9f3e760c1fd47fa0f2a99f63a5e2cc880908faf3bb \
+    --hash=sha256:ef3ef22390a892d16286505083ee5b326317b21c255a0c7f744b1290a0b964a6 \
+    --hash=sha256:f77c4fd3f34c53037678020ab4e060da4bbdcae3a428797c7cbec69a6785dc93 \
+    --hash=sha256:f99b3e89220da3244d03c9c5473669c7107d361c129fd9b064622744dee1ce15 \
+    --hash=sha256:fa60637dfae1ee3fc057e420a52cc4ace38cf2c0d1a0451af2a3cba84d281842 \
+    --hash=sha256:fe5341e24dc992b09c258456ac90a09a6d25efdc2cb86dcc91d32c8891e1df9a
+    # via blosc2
+networkx==3.6.1 \
+    --hash=sha256:26b7c357accc0c8cde558ad486283728b65b6a95d85ee1cd66bafab4c8168509 \
+    --hash=sha256:d47fbf302e7d9cbbb9e2555a0d267983d2aa476bac30e90dfbe5669bd57f3762
+    # via pyvis
+numexpr==2.14.1 \
+    --hash=sha256:03130afa04edf83a7b590d207444f05a00363c9b9ea5d81c0f53b1ea13fad55a \
+    --hash=sha256:05f9366d23a2e991fd5a8b5e61a17558f028ba86158a4552f8f239b005cdf83c \
+    --hash=sha256:06855053de7a3a8425429bd996e8ae3c50b57637ad3e757e0fa0602a7874be30 \
+    --hash=sha256:09078ba73cffe94745abfbcc2d81ab8b4b4e9d7bfbbde6cac2ee5dbf38eee222 \
+    --hash=sha256:0d1dcbdc4d0374c0d523cee2f94f06b001623cbc1fd163612841017a3495427c \
+    --hash=sha256:15015d47d3d1487072d58c0e7682ef2eb608321e14099c39d52e2dd689483611 \
+    --hash=sha256:1f1a5e817c534539351aa75d26088e9e1e0ef1b3a6ab484047618a652ccc4fc3 \
+    --hash=sha256:2773ee1133f77009a1fc2f34fe236f3d9823779f5f75450e183137d49f00499f \
+    --hash=sha256:2a381e5e919a745c9503bcefffc1c7f98c972c04ec58fc8e999ed1a929e01ba6 \
+    --hash=sha256:2d03fcb4644a12f70a14d74006f72662824da5b6128bf1bcd10cc3ed80e64c34 \
+    --hash=sha256:2eac7a5a2f70b3768c67056445d1ceb4ecd9b853c8eda9563823b551aeaa5082 \
+    --hash=sha256:33265294376e7e2ae4d264d75b798a915d2acf37b9dd2b9405e8b04f84d05cfc \
+    --hash=sha256:36f8d5c1bd1355df93b43d766790f9046cccfc1e32b7c6163f75bcde682cda07 \
+    --hash=sha256:3a2839efa25f3c8d4133252ea7342d8f81226c7c4dda81f97a57e090b9d87a48 \
+    --hash=sha256:439ec4d57b853792ebe5456e3160312281c3a7071ecac5532ded3278ede614de \
+    --hash=sha256:44f84e0e5af219dbb62a081606156420815890e041b87252fbcea5df55214c4c \
+    --hash=sha256:47041f2f7b9e69498fb311af672ba914a60e6e6d804011caacb17d66f639e659 \
+    --hash=sha256:4be00b1086c7b7a5c32e31558122b7b80243fe098579b170967da83f3152b48b \
+    --hash=sha256:538961096c2300ea44240209181e31fae82759d26b51713b589332b9f2a4117e \
+    --hash=sha256:557887ad7f5d3c2a40fd7310e50597045a68e66b20a77b3f44d7bc7608523b4b \
+    --hash=sha256:587c41509bc373dfb1fe6086ba55a73147297247bedb6d588cda69169fc412f2 \
+    --hash=sha256:5aedf38d4c0c19d3cecfe0334c3f4099fb496f54c146223d30fa930084bc8574 \
+    --hash=sha256:638dce8320f4a1483d5ca4fda69f60a70ed7e66be6e68bc23fb9f1a6b78a9e3b \
+    --hash=sha256:64ae5dfd62d74a3ef82fe0b37f80527247f3626171ad82025900f46ffca4b39a \
+    --hash=sha256:67ea4771029ce818573b1998f5ca416bd255156feea017841b86176a938f7d19 \
+    --hash=sha256:6e575fd3ad41ddf3355d0c7ef6bd0168619dc1779a98fe46693cad5e95d25e6e \
+    --hash=sha256:70d80fcb418a54ca208e9a38e58ddc425c07f66485176b261d9a67c7f2864f73 \
+    --hash=sha256:75440c54fc01e130396650fdf307aa9d41a67dc06ddbfb288971b591c13a395b \
+    --hash=sha256:76db0bc6267e591ab9c4df405ffb533598e4c88239db7338d11ae9e4b368a85a \
+    --hash=sha256:790447be6879a6c51b9545f79612d24c9ea0a41d537a84e15e6a8ddef0b6268e \
+    --hash=sha256:7e87f6d203ac57239de32261c941e9748f9309cbc0da6295eabd0c438b920d3a \
+    --hash=sha256:823cd82c8e7937981339f634e7a9c6a92cb2d0b9d0a5cf627a5e394fffc05377 \
+    --hash=sha256:83647d846d3eeeb9a9255311236135286728b398d0d41d35dedb532dca807fe9 \
+    --hash=sha256:91ebae0ab18c799b0e6b8c5a8d11e1fa3848eb4011271d99848b297468a39430 \
+    --hash=sha256:94c711f6d8f17dfb4606842b403699603aa591ab9f6bf23038b488ea9cfb0f09 \
+    --hash=sha256:955c92b064f9074d2970cf3138f5e3b965be673b82024962ed526f39bc25a920 \
+    --hash=sha256:9f9137f1351b310436662b5dc6f4082a245efa8950c3b0d9008028df92fefb9b \
+    --hash=sha256:9fdcd4735121658a313f878fd31136d1bfc6a5b913219e7274e9fca9f8dac3bb \
+    --hash=sha256:a40b350cd45b4446076fa11843fa32bbe07024747aeddf6d467290bf9011b392 \
+    --hash=sha256:a4ba71db47ea99c659d88ee6233fa77b6dc83392f1d324e0c90ddf617ae3f421 \
+    --hash=sha256:af111c8fe6fc55d15e4c7cab11920fc50740d913636d486545b080192cd0ad73 \
+    --hash=sha256:c5f1b1605695778896534dfc6e130d54a65cd52be7ed2cd0cfee3981fd676bf5 \
+    --hash=sha256:d08856cfc1b440eb1caaa60515235369654321995dd68eb9377577392020f6cb \
+    --hash=sha256:d0fab3fd06a04f6b86102552b26aa5d85e20ac7d8296c15764c726eeabae6cc8 \
+    --hash=sha256:d686dfb2c1382d9e6e0ee0b7647f943c1886dba3adbf606c625479f35f1956c1 \
+    --hash=sha256:db78fa0c9fcbaded3ae7453faf060bd7a18b0dc10299d7fcd02d9362be1213ed \
+    --hash=sha256:dce0b5a0447baa7b44bc218ec2d7dcd175b8eee6083605293349c0c1d9b82fb6 \
+    --hash=sha256:dd72d8c2a165fe45ea7650b16eb8cc1792a94a722022006bb97c86fe51fd2091 \
+    --hash=sha256:dde9fa47ed319e1e1728940a539df3cb78326b7754bc7c6ab3152afc91808f9b \
+    --hash=sha256:e23b87f744e04e302d82ac5e2189ae20a533566aec76a46885376e20b0645bf8 \
+    --hash=sha256:e9b2f957798c67a2428be96b04bce85439bed05efe78eb78e4c2ca43737578e7 \
+    --hash=sha256:ebe4980f9494b9f94d10d2e526edc29e72516698d3bf95670ba79415492212a4 \
+    --hash=sha256:ec368819502b64f190c3f71be14a304780b5935c42aae5bf22c27cc2cbba70b5 \
+    --hash=sha256:ede79f7ff06629f599081de644546ce7324f1581c09b0ac174da88a470d39c21 \
+    --hash=sha256:edea2f20c2040df8b54ee8ca8ebda63de9545b2112872466118e9df4d0ae99f3 \
+    --hash=sha256:eee6d4fbbbc368e6cdd0772734d6249128d957b3b8ad47a100789009f4de7083 \
+    --hash=sha256:fdd886f4b7dbaf167633ee396478f0d0aa58ea2f9e7ccc3c6431019623e8d68f
+    # via
+    #   blosc2
+    #   policyengine-core
+    #   tables
+numpy==2.4.4 \
+    --hash=sha256:07077278157d02f65c43b1b26a3886bce886f95d20aabd11f87932750dfb14ed \
+    --hash=sha256:08f2e31ed5e6f04b118e49821397f12767934cfdd12a1ce86a058f91e004ee50 \
+    --hash=sha256:0aec54fd785890ecca25a6003fd9a5aed47ad607bbac5cd64f836ad8666f4959 \
+    --hash=sha256:0d35aea54ad1d420c812bfa0385c71cd7cc5bcf7c65fed95fc2cd02fe8c79827 \
+    --hash=sha256:0d4e437e295f18ec29bc79daf55e8a47a9113df44d66f702f02a293d93a2d6dd \
+    --hash=sha256:0dfd3f9d3adbe2920b68b5cd3d51444e13a10792ec7154cd0a2f6e74d4ab3233 \
+    --hash=sha256:1378871da56ca8943c2ba674530924bb8ca40cd228358a3b5f302ad60cf875fc \
+    --hash=sha256:15716cfef24d3a9762e3acdf87e27f58dc823d1348f765bbea6bef8c639bfa1b \
+    --hash=sha256:19710a9ca9992d7174e9c52f643d4272dcd1558c5f7af7f6f8190f633bd651a7 \
+    --hash=sha256:23cbfd4c17357c81021f21540da84ee282b9c8fba38a03b7b9d09ba6b951421e \
+    --hash=sha256:2483e4584a1cb3092da4470b38866634bafb223cbcd551ee047633fd2584599a \
+    --hash=sha256:27a8d92cd10f1382a67d7cf4db7ce18341b66438bdd9f691d7b0e48d104c2a9d \
+    --hash=sha256:28a650663f7314afc3e6ec620f44f333c386aad9f6fc472030865dc0ebb26ee3 \
+    --hash=sha256:2aa0613a5177c264ff5921051a5719d20095ea586ca88cc802c5c218d1c67d3e \
+    --hash=sha256:2c194dd721e54ecad9ad387c1d35e63dce5c4450c6dc7dd5611283dda239aabb \
+    --hash=sha256:2d19e6e2095506d1736b7d80595e0f252d76b89f5e715c35e06e937679ea7d7a \
+    --hash=sha256:2d390634c5182175533585cc89f3608a4682ccb173cc9bb940b2881c8d6f8fa0 \
+    --hash=sha256:30caa73029a225b2d40d9fae193e008e24b2026b7ee1a867b7ee8d96ca1a448e \
+    --hash=sha256:42c16925aa5a02362f986765f9ebabf20de75cdefdca827d14315c568dcab113 \
+    --hash=sha256:45dbed2ab436a9e826e302fcdcbe9133f9b0006e5af7168afb8963a6520da103 \
+    --hash=sha256:4636de7fd195197b7535f231b5de9e4b36d2c440b6e566d2e4e4746e6af0ca93 \
+    --hash=sha256:4a19d9dba1a76618dd86b164d608566f393f8ec6ac7c44f0cc879011c45e65af \
+    --hash=sha256:4bbc7f303d125971f60ec0aaad5e12c62d0d2c925f0ab1273debd0e4ba37aba5 \
+    --hash=sha256:4d6d57903571f86180eb98f8f0c839fa9ebbfb031356d87f1361be91e433f5b7 \
+    --hash=sha256:4e874c976154687c1f71715b034739b45c7711bec81db01914770373d125e392 \
+    --hash=sha256:51fc224f7ca4d92656d5a5eb315f12eb5fe2c97a66249aa7b5f562528a3be38c \
+    --hash=sha256:58c8b5929fcb8287cbd6f0a3fae19c6e03a5c48402ae792962ac465224a629a4 \
+    --hash=sha256:5a285b3b96f951841799528cd1f4f01cd70e7e0204b4abebac9463eecfcf2a40 \
+    --hash=sha256:5c70f1cc1c4efbe316a572e2d8b9b9cc44e89b95f79ca3331553fbb63716e2bf \
+    --hash=sha256:62d6b0f03b694173f9fcb1fb317f7222fd0b0b103e784c6549f5e53a27718c44 \
+    --hash=sha256:6a246d5914aa1c820c9443ddcee9c02bec3e203b0c080349533fae17727dfd1b \
+    --hash=sha256:6aa3236c78803afbcb255045fbef97a9e25a1f6c9888357d205ddc42f4d6eba5 \
+    --hash=sha256:6bbe4eb67390b0a0265a2c25458f6b90a409d5d069f1041e6aff1e27e3d9a79e \
+    --hash=sha256:715d1c092715954784bc79e1174fc2a90093dc4dc84ea15eb14dad8abdcdeb74 \
+    --hash=sha256:72944b19f2324114e9dc86a159787333b77874143efcf89a5167ef83cfee8af0 \
+    --hash=sha256:81f4a14bee47aec54f883e0cad2d73986640c1590eb9bfaaba7ad17394481e6e \
+    --hash=sha256:846300f379b5b12cc769334464656bc882e0735d27d9726568bc932fdc49d5ec \
+    --hash=sha256:86b6f55f5a352b48d7fbfd2dbc3d5b780b2d79f4d3c121f33eb6efb22e9a2015 \
+    --hash=sha256:874f200b2a981c647340f841730fc3a2b54c9d940566a3c4149099591e2c4c3d \
+    --hash=sha256:8a87ec22c87be071b6bdbd27920b129b94f2fc964358ce38f3822635a3e2e03d \
+    --hash=sha256:8b3b60bb7cba2c8c81837661c488637eee696f59a877788a396d33150c35d842 \
+    --hash=sha256:8e3ed142f2728df44263aaf5fb1f5b0b99f4070c553a0d7f033be65338329150 \
+    --hash=sha256:93e15038125dc1e5345d9b5b68aa7f996ec33b98118d18c6ca0d0b7d6198b7e8 \
+    --hash=sha256:989824e9faf85f96ec9c7761cd8d29c531ad857bfa1daa930cba85baaecf1a9a \
+    --hash=sha256:99d838547ace2c4aace6c4f76e879ddfe02bb58a80c1549928477862b7a6d6ed \
+    --hash=sha256:9b2aec6af35c113b05695ebb5749a787acd63cafc83086a05771d1e1cd1e555f \
+    --hash=sha256:9c585a1790d5436a5374bac930dad6ed244c046ed91b2b2a3634eb2971d21008 \
+    --hash=sha256:a7164afb23be6e37ad90b2f10426149fd75aee07ca55653d2aa41e66c4ef697e \
+    --hash=sha256:ac6b31e35612a26483e20750126d30d0941f949426974cace8e6b5c58a3657b0 \
+    --hash=sha256:ad2e2ef14e0b04e544ea2fa0a36463f847f113d314aa02e5b402fdf910ef309e \
+    --hash=sha256:b268594bccac7d7cf5844c7732e3f20c50921d94e36d7ec9b79e9857694b1b2f \
+    --hash=sha256:b5f0362dc928a6ecd9db58868fca5e48485205e3855957bdedea308f8672ea4a \
+    --hash=sha256:ba1f4fc670ed79f876f70082eff4f9583c15fb9a4b89d6188412de4d18ae2f40 \
+    --hash=sha256:ba203255017337d39f89bdd58417f03c4426f12beed0440cfd933cb15f8669c7 \
+    --hash=sha256:c901b15172510173f5cb310eae652908340f8dede90fff9e3bf6c0d8dfd92f83 \
+    --hash=sha256:c9b39d38a9bd2ae1becd7eac1303d031c5c110ad31f2b319c6e7d98b135c934d \
+    --hash=sha256:d2a8490669bfe99a233298348acc2d824d496dee0e66e31b66a6022c2ad74a5c \
+    --hash=sha256:dddbbd259598d7240b18c9d87c56a9d2fb3b02fe266f49a7c101532e78c1d871 \
+    --hash=sha256:df3775294accfdd75f32c74ae39fcba920c9a378a2fc18a12b6820aa8c1fb502 \
+    --hash=sha256:e44319a2953c738205bf3354537979eaa3998ed673395b964c1176083dd46252 \
+    --hash=sha256:e4a010c27ff6f210ff4c6ef34394cd61470d01014439b192ec22552ee867f2a8 \
+    --hash=sha256:e823b8b6edc81e747526f70f71a9c0a07ac4e7ad13020aa736bb7c9d67196115 \
+    --hash=sha256:e892aff75639bbef0d2a2cfd55535510df26ff92f63c92cd84ef8d4ba5a5557f \
+    --hash=sha256:eea7ac5d2dce4189771cedb559c738a71512768210dc4e4753b107a2048b3d0e \
+    --hash=sha256:ef4059d6e5152fa1a39f888e344c73fdc926e1b2dd58c771d67b0acfbf2aa67d \
+    --hash=sha256:f169b9a863d34f5d11b8698ead99febeaa17a13ca044961aa8e2662a6c7766a0 \
+    --hash=sha256:f2cf083b324a467e1ab358c105f6cad5ea950f50524668a80c486ff1db24e119 \
+    --hash=sha256:f8474c4241bc18b750be2abea9d7a9ec84f46ef861dbacf86a4f6e043401f79e \
+    --hash=sha256:f983334aea213c99992053ede6168500e5f086ce74fbc4acc3f2b00f5762e9db \
+    --hash=sha256:f9e75681b59ddaa5e659898085ae0eaea229d054f2ac0c7e563a62205a700121 \
+    --hash=sha256:fbc356aae7adf9e6336d336b9c8111d390a05df88f1805573ebb0807bd06fd1d \
+    --hash=sha256:fcfe2045fd2e8f3cb0ce9d4ba6dba6333b8fa05bb8a4939c908cd43322d14c7e
+    # via
+    #   blosc2
+    #   h5py
+    #   microdf-python
+    #   numexpr
+    #   pandas
+    #   policyengine-core
+    #   spm-calculator
+    #   tables
+openpyxl==3.1.5 \
+    --hash=sha256:5282c12b107bffeef825f4617dc029afaf41d0ea60823bbb665ef3079dc79de2 \
+    --hash=sha256:cf0e3cf56142039133628b5acffe8ef0c12bc902d2aadd3e0fe5878dc08d1050
+    # via spm-calculator
+packaging==26.2 \
+    --hash=sha256:5fc45236b9446107ff2415ce77c807cee2862cb6fac22b8a73826d0693b0980e \
+    --hash=sha256:ff452ff5a3e828ce110190feff1178bb1f2ea2281fa2075aadb987c2fb221661
+    # via
+    #   huggingface-hub
+    #   plotly
+    #   policyengine
+    #   pytest
+    #   tables
+    #   wheel
+pandas==3.0.2 \
+    --hash=sha256:01f31a546acd5574ef77fe199bc90b55527c225c20ccda6601cf6b0fd5ed597c \
+    --hash=sha256:0555c5882688a39317179ab4a0ed41d3ebc8812ab14c69364bbee8fb7a3f6288 \
+    --hash=sha256:07a10f5c36512eead51bc578eb3354ad17578b22c013d89a796ab5eee90cd991 \
+    --hash=sha256:08504503f7101300107ecdc8df73658e4347586db5cfdadabc1592e9d7e7a0fd \
+    --hash=sha256:0f48afd9bb13300ffb5a3316973324c787054ba6665cda0da3fbd67f451995db \
+    --hash=sha256:140f0cffb1fa2524e874dde5b477d9defe10780d8e9e220d259b2c0874c89d9d \
+    --hash=sha256:232a70ebb568c0c4d2db4584f338c1577d81e3af63292208d615907b698a0f18 \
+    --hash=sha256:32cc41f310ebd4a296d93515fcac312216adfedb1894e879303987b8f1e2b97d \
+    --hash=sha256:339dda302bd8369dedeae979cb750e484d549b563c3f54f3922cb8ff4978c5eb \
+    --hash=sha256:4544c7a54920de8eeacaa1466a6b7268ecfbc9bc64ab4dbb89c6bbe94d5e0660 \
+    --hash=sha256:4d888a5c678a419a5bb41a2a93818e8ed9fd3172246555c0b37b7cc27027effd \
+    --hash=sha256:5371b72c2d4d415d08765f32d689217a43227484e81b2305b52076e328f6f482 \
+    --hash=sha256:57a07209bebcbcf768d2d13c9b78b852f9a15978dac41b9e6421a81ad4cdd276 \
+    --hash=sha256:5880314e69e763d4c8b27937090de570f1fb8d027059a7ada3f7f8e98bdcb677 \
+    --hash=sha256:5d3cfe227c725b1f3dff4278b43d8c784656a42a9325b63af6b1492a8232209e \
+    --hash=sha256:5fdbfa05931071aba28b408e59226186b01eb5e92bea2ab78b65863ca3228d84 \
+    --hash=sha256:60a80bb4feacbef5e1447a3f82c33209c8b7e07f28d805cfd1fb951e5cb443aa \
+    --hash=sha256:61c2fd96d72b983a9891b2598f286befd4ad262161a609c92dc1652544b46b76 \
+    --hash=sha256:63d141b56ef686f7f0d714cfb8de4e320475b86bf4b620aa0b7da89af8cbdbbb \
+    --hash=sha256:6c4d8458b97a35717b62469a4ea0e85abd5ed8687277f5ccfc67f8a5126f8c53 \
+    --hash=sha256:710246ba0616e86891b58ab95f2495143bb2bc83ab6b06747c74216f583a6ac9 \
+    --hash=sha256:734be7551687c00fbd760dc0522ed974f82ad230d4a10f54bf51b80d44a08702 \
+    --hash=sha256:7cadd7e9a44ec13b621aec60f9150e744cfc7a3dd32924a7e2f45edff31823b0 \
+    --hash=sha256:81526c4afd31971f8b62671442a4b2b51e0aa9acc3819c9f0f12a28b6fcf85f1 \
+    --hash=sha256:970762605cff1ca0d3f71ed4f3a769ea8f85fc8e6348f6e110b8fea7e6eb5a14 \
+    --hash=sha256:a3096110bf9eac0070b7208465f2740e2d8a670d5cb6530b5bb884eca495fd39 \
+    --hash=sha256:a4785e1d6547d8427c5208b748ae2efb64659a21bd82bf440d4262d02bfa02a4 \
+    --hash=sha256:a727a73cbdba2f7458dc82449e2315899d5140b449015d822f515749a46cbbe0 \
+    --hash=sha256:ae37e833ff4fed0ba352f6bdd8b73ba3ab3256a85e54edfd1ab51ae40cca0af8 \
+    --hash=sha256:aff4e6f4d722e0652707d7bcb190c445fe58428500c6d16005b02401764b1b3d \
+    --hash=sha256:b35d14bb5d8285d9494fe93815a9e9307c0876e10f1e8e89ac5b88f728ec8dcf \
+    --hash=sha256:b444dc64c079e84df91baa8bf613d58405645461cabca929d9178f2cd392398d \
+    --hash=sha256:b5329e26898896f06035241a626d7c335daa479b9bbc82be7c2742d048e41172 \
+    --hash=sha256:b5918ba197c951dec132b0c5929a00c0bf05d5942f590d3c10a807f6e15a57d3 \
+    --hash=sha256:b75c347eff42497452116ce05ef461822d97ce5b9ff8df6edacb8076092c855d \
+    --hash=sha256:c3b723df9087a9a9a840e263ebd9f88b64a12075d1bf2ea401a5a42f254f084d \
+    --hash=sha256:c934008c733b8bbea273ea308b73b3156f0181e5b72960790b09c18a2794fe1e \
+    --hash=sha256:d1478075142e83a5571782ad007fb201ed074bdeac7ebcc8890c71442e96adf7 \
+    --hash=sha256:d606a041c89c0a474a4702d532ab7e73a14fe35c8d427b972a625c8e46373668 \
+    --hash=sha256:db0dbfd2a6cdf3770aa60464d50333d8f3d9165b2f2671bcc299b72de5a6677b \
+    --hash=sha256:dbbd4aa20ca51e63b53bbde6a0fa4254b1aaabb74d2f542df7a7959feb1d760c \
+    --hash=sha256:dbc20dea3b9e27d0e66d74c42b2d0c1bed9c2ffe92adea33633e3bedeb5ac235 \
+    --hash=sha256:deeca1b5a931fdf0c2212c8a659ade6d3b1edc21f0914ce71ef24456ca7a6535 \
+    --hash=sha256:ed72cb3f45190874eb579c64fa92d9df74e98fd63e2be7f62bce5ace0ade61df \
+    --hash=sha256:ef8b27695c3d3dc78403c9a7d5e59a62d5464a7e1123b4e0042763f7104dc74f \
+    --hash=sha256:f12b1a9e332c01e09510586f8ca9b108fd631fd656af82e452d7315ef6df5f9f \
+    --hash=sha256:f4753e73e34c8d83221ba58f232433fca2748be8b18dbca02d242ed153945043 \
+    --hash=sha256:f8d68083e49e16b84734eb1a4dcae4259a75c90fb6e2251ab9a00b61120c06ab
+    # via
+    #   microdf-python
+    #   policyengine
+    #   policyengine-core
+    #   policyengine-us
+    #   spm-calculator
+parso==0.8.7 \
+    --hash=sha256:a8926eb2a1b915486941fdbd31e86a4baf88fe8c210f25f2f35ecec5b574ca1c \
+    --hash=sha256:eaaac4c9fdd5e9e8852dc778d2d7405897ec510f2a298071453e5e3a07914bb1
+    # via jedi
+pexpect==4.9.0 ; sys_platform != 'emscripten' and sys_platform != 'win32' \
+    --hash=sha256:7236d1e080e4936be2dc3e326cec0af72acf9212a7e1d060210e70a47e253523 \
+    --hash=sha256:ee7d41123f3c9911050ea2c2dac107568dc43b2d3b0c7557a33212c398ead30f
+    # via ipython
+plotly==5.24.1 \
+    --hash=sha256:dbc8ac8339d248a4bcc36e08a5659bacfe1b079390b8953533f4eb22169b4bae \
+    --hash=sha256:f67073a1e637eb0dc3e46324d9d51e2fe76e9727c892dde64ddf1e1b51f29089
+    # via policyengine-core
+pluggy==1.6.0 \
+    --hash=sha256:7dcc130b76258d33b90f61b658791dede3486c3e6bfb003ee5c9bfb396dd22f3 \
+    --hash=sha256:e920276dd6813095e9377c0bc5566d94c932c33b27a3e3945d8389c374dd4746
+    # via pytest
+policyengine==4.4.2 \
+    --hash=sha256:403303224e94665521f7d648a54918df8f28c56b97a83d29799d66cfd92bb7a2 \
+    --hash=sha256:8f3273f1908352b24b0958527899d2444ade515b7e5cf94c1fb7b798604099c2
+    # via -r /var/folders/qf/7fglpnr94wsc5xgbqkp80xbw0000gn/T/tmp4gv1ykt7/requirements.in
+policyengine-core==3.26.1 \
+    --hash=sha256:185374b3c1fe13dc951637c49a9853211ca61a8a9971eb9cc4c4b07b1477240a \
+    --hash=sha256:dc4e3007bcd137cbe608042d067cedb889a9b8671db3d08c8e237f1ac3e324b4
+    # via
+    #   -r /var/folders/qf/7fglpnr94wsc5xgbqkp80xbw0000gn/T/tmp4gv1ykt7/requirements.in
+    #   policyengine-uk
+    #   policyengine-us
+policyengine-uk==2.88.14 \
+    --hash=sha256:21a4387ae52dcb5430b6d790edcc321816ed47147a3a0e21ffd482a36834d352 \
+    --hash=sha256:ed10005ba7d0c973c0966ebbf7672853fb3caaa0456b8bf485fb13f8c323d975
+    # via -r /var/folders/qf/7fglpnr94wsc5xgbqkp80xbw0000gn/T/tmp4gv1ykt7/requirements.in
+policyengine-us==1.687.0 \
+    --hash=sha256:cac7da3aa9ba4bf57009eee75d798217bbef7e1c5ca17646d472fad715ab634f \
+    --hash=sha256:eb73607fcc54d72429af3830456f83b9ec9dd84161b6cfa86402637dfeb19fa7
+    # via -r /var/folders/qf/7fglpnr94wsc5xgbqkp80xbw0000gn/T/tmp4gv1ykt7/requirements.in
+prompt-toolkit==3.0.52 \
+    --hash=sha256:28cde192929c8e7321de85de1ddbe736f1375148b02f2e17edd840042b1be855 \
+    --hash=sha256:9aac639a3bbd33284347de5ad8d68ecc044b91a762dc39b7c21095fcd6a19955
+    # via ipython
+psutil==6.1.1 \
+    --hash=sha256:018aeae2af92d943fdf1da6b58665124897cfc94faa2ca92098838f83e1b1bca \
+    --hash=sha256:0bdd4eab935276290ad3cb718e9809412895ca6b5b334f5a9111ee6d9aff9377 \
+    --hash=sha256:1924e659d6c19c647e763e78670a05dbb7feaf44a0e9c94bf9e14dfc6ba50468 \
+    --hash=sha256:33431e84fee02bc84ea36d9e2c4a6d395d479c9dd9bba2376c1f6ee8f3a4e0b3 \
+    --hash=sha256:384636b1a64b47814437d1173be1427a7c83681b17a450bfc309a1953e329603 \
+    --hash=sha256:6d4281f5bbca041e2292be3380ec56a9413b790579b8e593b1784499d0005dac \
+    --hash=sha256:8be07491f6ebe1a693f17d4f11e69d0dc1811fa082736500f649f79df7735303 \
+    --hash=sha256:8df0178ba8a9e5bc84fed9cfa61d54601b371fbec5c8eebad27575f1e105c0d4 \
+    --hash=sha256:97f7cb9921fbec4904f522d972f0c0e1f4fabbdd4e0287813b21215074a0f160 \
+    --hash=sha256:9ccc4316f24409159897799b83004cb1e24f9819b0dcf9c0b68bdcb6cefee6a8 \
+    --hash=sha256:b6e06c20c05fe95a3d7302d74e7097756d4ba1247975ad6905441ae1b5b66003 \
+    --hash=sha256:c777eb75bb33c47377c9af68f30e9f11bc78e0f07fbf907be4a5d70b2fe5f030 \
+    --hash=sha256:ca9609c77ea3b8481ab005da74ed894035936223422dc591d6772b147421f777 \
+    --hash=sha256:cf8496728c18f2d0b45198f06895be52f36611711746b7f30c464b422b50e2f5 \
+    --hash=sha256:eaa912e0b11848c4d9279a93d7e2783df352b082f40111e078388701fd479e53 \
+    --hash=sha256:f35cfccb065fff93529d2afb4a2e89e363fe63ca1e4a5da22b603a85833c2649 \
+    --hash=sha256:fc0ed7fe2231a444fc219b9c42d0376e0a9a1a72f16c5cfa0f68d19f1a0663e8
+    # via
+    #   policyengine
+    #   policyengine-core
+ptyprocess==0.7.0 ; sys_platform != 'emscripten' and sys_platform != 'win32' \
+    --hash=sha256:4b41f3967fce3af57cc7e94b888626c18bf37a083e3651ca8feeb66d492fef35 \
+    --hash=sha256:5c5d0a3b48ceee0b48485e0c26037c0acd7d29765ca3fbb5cb3831d347423220
+    # via pexpect
+pure-eval==0.2.3 \
+    --hash=sha256:1db8e35b67b3d218d818ae653e27f06c3aa420901fa7b081ca98cbedc874e0d0 \
+    --hash=sha256:5f4e983f40564c576c7c8635ae88db5956bb2229d7e9237d03b3c0b0190eaf42
+    # via stack-data
+py-cpuinfo==9.0.0 \
+    --hash=sha256:3cdbbf3fac90dc6f118bfd64384f309edeadd902d7c8fb17f02ffa1fc3f49690 \
+    --hash=sha256:859625bc251f64e21f077d099d4162689c762b5d6a4c3c97553d56241c9674d5
+    # via tables
+pydantic==2.13.4 \
+    --hash=sha256:45a282cde31d808236fd7ea9d919b128653c8b38b393d1c4ab335c62924d9aba \
+    --hash=sha256:c40756b57adaa8b1efeeced5c196f3f3b7c435f90e84ea7f443901bec8099ef6
+    # via
+    #   blosc2
+    #   policyengine
+    #   policyengine-uk
+pydantic-core==2.46.4 \
+    --hash=sha256:00c603d540afdd6b80eb39f078f33ebd46211f02f33e34a32d9f053bba711de0 \
+    --hash=sha256:0186750b482eefa11d7f435892b09c5c606193ef3375bcf94aa00ae6bfb66262 \
+    --hash=sha256:041bde0a48fd37cf71cab1c9d56d3e8625a3793fef1f7dd232b3ff37e978ecda \
+    --hash=sha256:0c563b08bca408dc7f65f700633d8442fffb2421fc47b8101377e9fd65051ff0 \
+    --hash=sha256:0cbe8b01f948de4286c74cdd6c667aceb38f5c1e26f0693b3983d9d74887c65e \
+    --hash=sha256:0ce40cd7b21210e99342afafbd4d0f76d784eb5b1d60f3bdc566be4983c6c73b \
+    --hash=sha256:0e96592440881c74a213e5ad528e2b24d3d4f940de2766bed9010ab1d9e51594 \
+    --hash=sha256:10e17cbb10a330363733efc4d7c4d0dd827ac0909b8f6a6542298fed1ea62f29 \
+    --hash=sha256:133878133d271ade3d41d1bfb2a45ec38dbdbda40bc065921c6b04e4630127e2 \
+    --hash=sha256:14d4edf427bdcf950a8a02d7cb44a08614388dd6e1bdcbf4f67504fa7887da9c \
+    --hash=sha256:14f4c5d6db102bd796a627bbb3a17b4cf4574b9ae861d8b7c9a9661c6dd3362d \
+    --hash=sha256:17299feefe090f2caa5b8e37222bb5f663e4935a8bfa6931d4102e5df1a9f398 \
+    --hash=sha256:184c081504d17f1c1066e430e117142b2c77d9448a97f7b65c6ac9fd9aee238d \
+    --hash=sha256:18e5ceec2ab67e6d5f1a9085e5a24c9c4e2ac4545730bfe668680bca05e555f3 \
+    --hash=sha256:19e51f073cd3df251856a8a4189fbdf1de4012c3ebacfb1884f94f1eb406079f \
+    --hash=sha256:1a7dd0b3ee80d90150e3495a3a13ac34dbcbfd4f012996a6a1d8900e91b5c0fb \
+    --hash=sha256:1d8ba486450b14f3b1d63bc521d410ec7565e52f887b9fb671791886436a42f7 \
+    --hash=sha256:2108ba5c1c1eca18030634489dc544844144ee36357f2f9f780b93e7ddbb44b5 \
+    --hash=sha256:228ee9bae8bef5b1e97ec58302f80357c37199e0d0a99174e138d28e6957b9d9 \
+    --hash=sha256:23ace664830ee0bfe014a0c7bc248b1f7f25ed7ad103852c317624a1083af462 \
+    --hash=sha256:2412e734dcb48da14d4e4006b82b46b74f2518b8a26ee7e58c6844a6cd6d03c4 \
+    --hash=sha256:29c61fc04a3d840155ff08e475a04809278972fe6aef51e2720554e96367e34b \
+    --hash=sha256:2f84c03c8607173d16b5a854ec68a2f9079ae03237a54fb506d13af47e1d018d \
+    --hash=sha256:3009f12e4e90b7f88b4f9adb1b0c4a3d58fe7820f3238c190047209d148026df \
+    --hash=sha256:3245406455a5d98187ec35530fd772b1d799b26667980872c8d4614991e2c4a2 \
+    --hash=sha256:3447661d99f75a3683a4cf5c87da72f2161964611864dbbeac7fbb118bb4bfc0 \
+    --hash=sha256:372429a130e469c9cd698925ce5fc50940b7a1336b0d82038e63d5bbc4edc519 \
+    --hash=sha256:395aebd9183f9d112f569aeb5b2214d1a10a33bec8456447f7fbdfa51d38d4cd \
+    --hash=sha256:3a233125ac121aa3ffba9a2b59edfc4a985a76092dc8279586ab4b71390875e7 \
+    --hash=sha256:3be77f45df024d789a672ae34f8b06fb346c4f9f46ea714956660ea4862e89ac \
+    --hash=sha256:3bf92c5d0e00fefaab325a4d27828fe6b6e2a21848686b5b60d2d9eeb09d76c6 \
+    --hash=sha256:3ecbc122d18468d06ca279dc26a8c2e2d5acb10943bb35e36ae92096dc3b5565 \
+    --hash=sha256:3fb702cd90b0446a3a1c5e470bfa0dd23c0233b676a9099ddcc964fa6ca13898 \
+    --hash=sha256:428e04521a40150c85216fc8b85e8d39fece235a9cf5e383761238c7fa9b96fb \
+    --hash=sha256:432c179df7874eeb73307aad2df0755e1ae0efa61ff0ea89b93e194411ae3928 \
+    --hash=sha256:4a05d69cba51d852c5c3e92758653245a50c0b646ced0cf05bd793ed592839d6 \
+    --hash=sha256:4c63ebc82684aa89d9a3bcbd13d515b3be44250dc68dd3bd81526c1cb31286c3 \
+    --hash=sha256:4fc73cb559bdb54b1134a706a2802a4cddd27a0633f5abb7e53056268751ac6a \
+    --hash=sha256:4fcbe087dbc2068af7eda3aa87634eba216dbda64d1ae73c8684b621d33f6596 \
+    --hash=sha256:56cb4851bcaf3d117eddcef4fe66afd750a50274b0da8e22be256d10e5611987 \
+    --hash=sha256:5855698a4856556d86e8e6cd8434bc3ac0314ee8e12089ae0e143f64c6256e4e \
+    --hash=sha256:5a4330cdbc57162e4b3aa303f588ba752257694c9c9be3e7ebb11b4aca659b5d \
+    --hash=sha256:5b712b53160b79a5850310b912a5ef8e57e56947c8ad690c227f5c9d7e561712 \
+    --hash=sha256:5d5902252db0d3cedf8d4a1bc68f70eeb430f7e4c7104c8c476753519b423008 \
+    --hash=sha256:617d7e2ca7dcb8c5cf6bcb8c59b8832c94b36196bbf1cbd1bfb56ed341905edd \
+    --hash=sha256:62f875393d7f270851f20523dd2e29f082bcc82292d66db2b64ea71f64b6e1c1 \
+    --hash=sha256:633147d34cf4550417f12e2b1a0383973bdf5cdfde212cb09e9a581cf10820be \
+    --hash=sha256:66ce7632c22d837c95301830e111ad0128a32b8207533b60896a96c4915192ea \
+    --hash=sha256:6b3ace8194b0e5204818c92802dcdca7fc6d88aabbb799d7c795540d9cd6d292 \
+    --hash=sha256:6f2eeda33a839975441c86a4119e1383c50b47faf0cbb5176985565c6bb02c33 \
+    --hash=sha256:7027560ee92211647d0d34e3f7cd6f50da56399d26a9c8ad0da286d3869a53f3 \
+    --hash=sha256:7283d57845ecf5a163403eb0702dfc220cc4fbdd18919cb5ccea4f95ee1cdab4 \
+    --hash=sha256:7a5f930472650a82629163023e630d160863fce524c616f4e5186e5de9d9a49b \
+    --hash=sha256:7bfb192b3f4b9e8a89b6277b6ce787564f62cfd272055f6e685726b111dc7826 \
+    --hash=sha256:811ff8e9c313ab425368bcbb36e5c4ebd7108c2bbf4e4089cfbb0b01eff63fac \
+    --hash=sha256:8233f2947cf85404441fd7e0085f53b10c93e0ee78611099b5c7237e36aacbf7 \
+    --hash=sha256:82cf5301172168103724d49a1444d3378cb20cdee30b116a1bd6031236298a5d \
+    --hash=sha256:8358a950c8909158e3df31538a7e4edc2d7265a7c54b47f0864d9e5bae9dcebf \
+    --hash=sha256:85bb3611ff1802f3ee7fdd7dbff26b56f343fb432d57a4728fdd49b6ef35e2f4 \
+    --hash=sha256:86e1a4418c6cd97d60c95c71164158eaf7324fae7b0923264016baa993eba6fc \
+    --hash=sha256:8b9bab013d1c7a79d3501ff86d0bc9c31bf587db4551677b96bec07df78c6b15 \
+    --hash=sha256:8c5dac79fa1614d1e06ca695109c6105923bd9c7d1d6c918d4e637b7e6b32fd3 \
+    --hash=sha256:8d0820e8192167f80d88d64038e609c31452eeca865b4e1d9950a27a4609b00b \
+    --hash=sha256:8daafc69c93ee8a0204506a3b6b30f586ef54028f52aeeeb5c4cfc5184fd5914 \
+    --hash=sha256:9037063db01f09b09e237c282b6792bd4da634b5402c4e7f0c61effed7701a04 \
+    --hash=sha256:905a0ed8ea6f2d61c1738835f99b699348d7857379083e5fc497fa0c967a407c \
+    --hash=sha256:90884113d8b48f760e9587002789ddd741e76ab9f89518cd1e43b1f1a52ec44b \
+    --hash=sha256:91a06d2e259ecfbd8c901d70c3c507900458498142b3026a296b7de4d1322cc9 \
+    --hash=sha256:926c9541b14b12b1681dca8a0b75feb510b06c6341b70a8e500c2fdcff837cce \
+    --hash=sha256:9401557acd873c3a7f3eb9383edef8ac4968f9510e340f4808d427e75667e7b4 \
+    --hash=sha256:9551187363ffc0de2a00b2e47c25aeaeb1020b69b668762966df15fc5659dd5a \
+    --hash=sha256:962ccbab7b642487b1d8b7df90ef677e03134cf1fd8880bf698649b22a69371f \
+    --hash=sha256:97e7cf2be5c77b7d1a9713a05605d49460d02c6078d38d8bef3cbe323c548424 \
+    --hash=sha256:9aa768456404a8bf48a4406685ac2bec8e72b62c69313734fa3b73cf33b3a894 \
+    --hash=sha256:9bc519fbf2b7578398853d815009ae5e4d4603d12f4e3f91da8c06852d3da3e9 \
+    --hash=sha256:9d56801be94b86a9da183e5f3766e6310752b99ff647e38b09a9500d88e46e76 \
+    --hash=sha256:9f444c499b3eefd3a92e348059471ea0c3a6e303d9c1cec09fa748fd9f895201 \
+    --hash=sha256:9fa8ae11da9e2b3126c6426f147e0fba88d96d65921799bb30c6abd1cb2c97fb \
+    --hash=sha256:a0f62d0a58f4e7da165457e995725421e0064f2255d8eccebc49f41bbc23b109 \
+    --hash=sha256:a396dcc17e5a0b164dbe026896245a4fa9ff402edca1dff0be3d53a517f74de4 \
+    --hash=sha256:aaa2a54443eff1950ba5ddc6b6ccda0d9c84a364276a62f969bdf2a390650848 \
+    --hash=sha256:ad785e92e6dc634c21555edc8bd6b64957ab844541bcb96a1366c202951ae526 \
+    --hash=sha256:af8244b2bef6aaad6d92cda81372de7f8c8d36c9f0c3ea36e827c60e7d9467a0 \
+    --hash=sha256:b078afbc25f3a1436c7a1d2cd3e322497ee99615ba97c563566fdf46aff1ee01 \
+    --hash=sha256:b2f69dec1725e79a012d920df1707de5caf7ed5e08f3be4435e25803efc47458 \
+    --hash=sha256:b8458003118a712e66286df6a707db01c52c0f52f7db8e4a38f0da1d3b94fc4e \
+    --hash=sha256:bb63e0198ca18aad131c089b9204c23079c3afa95487e561f4c522d519e55aba \
+    --hash=sha256:bfec22eab3c8cc2ceec0248aec886624116dc079afa027ecc8ad4a7e62010f8a \
+    --hash=sha256:c1747f85cee84c26985853c6f3d9bd3e75da5212912443fa111c113b9c246f39 \
+    --hash=sha256:c1b3f518abeca3aa13c712fd202306e145abf59a18b094a6bafb2d2bbf59192c \
+    --hash=sha256:c50f2528cf200c5eed56faf3f4e22fcd5f38c157a8b78576e6ba3168ec35f000 \
+    --hash=sha256:c68fcd102d71ea85c5b2dfac3f4f8476eff42a9e078fd5faefff6d145063536b \
+    --hash=sha256:c7a7bd4e39e8e4c12c39cd480356842b6a8a06e41b23a55a5e3e191718838ddf \
+    --hash=sha256:c94f0688e7b8d0a67abf40e57a7eaaecd17cc9586706a31b76c031f63df052b4 \
+    --hash=sha256:cbaf13819775b7f769bf4a1f066cb6df7a28d4480081a589828ef190226881cd \
+    --hash=sha256:cd2213145bcc2ba85884d0ac63d222fece9209678f77b9b4d76f054c561adb28 \
+    --hash=sha256:ce5c1d2a8b27468f433ca974829c44060b8097eedc39933e3c206a90ee49c4a9 \
+    --hash=sha256:d396ec2b979760aaf3218e76c24e65bd0aca24983298653b3a9d7a45f9e47b30 \
+    --hash=sha256:d51026d73fcfd93610abc7b27789c26b313920fcfb20e27462d74a7f8b06e983 \
+    --hash=sha256:d80ee3d731373b24cebbc10d689ca4ee1875caf0d5703a245db18efd4dd37fc1 \
+    --hash=sha256:d995260fdf4e1db774581b4900e0f832abe3c7c84996726bbc161b19c8f29e76 \
+    --hash=sha256:da4b951fe36dc7c3a1ccb4e3cd1747c3542b8c9ceede8fc86cae054e764485f5 \
+    --hash=sha256:daa27d92c36f24388fe3ad306b174781c747627f134452e4f128ea00ce1fe8c4 \
+    --hash=sha256:db06ffe51636ffe9ca531fe9023dd64bdd794be8754cb5df57c5498ae5b518a7 \
+    --hash=sha256:e0d65b8c354be7fb5f720c3caa8bc940bc2d20ce749c8e06135f07f8ed95dd7c \
+    --hash=sha256:e68b7a074f65a2fd746c52a7ce6142ab7006074ac269ace0c25cd8ba171f8066 \
+    --hash=sha256:e739fee756ba1010f8bcccb534252e85a35fe45ae92c295a06059ce58b74ccd3 \
+    --hash=sha256:e846ae7835bf0703ae43f534ab79a867146dadd59dc9ca5c8b53d5c8f7c9ef02 \
+    --hash=sha256:e9c26f834c65f5752f3f06cb08cb86a913ceb7274d0db6e267808a708b46bc89 \
+    --hash=sha256:ea793e075b70290d89d8142074262885d3f7da19634845135751bd6344f73b50 \
+    --hash=sha256:f027324c56cd5406ca49c124b0db10e56c69064fec039acc571c29020cc87c76 \
+    --hash=sha256:f13a646d65d09fbf1bc6b3a9635d30095c8e7e5cc419ff35ecc563c5fd04cd49 \
+    --hash=sha256:f47286a97f0bc9b8859519809077b91b2cefe4ae47fcbf5e466a009c1c5d742b \
+    --hash=sha256:f747929cf940cddb5b3668a390056ddd5ba2e5010615ea2dcf4f9c4f3ab8791d \
+    --hash=sha256:f99626688942fb746e545232e7726926f3be91b5975f8b55327665fafda991c7 \
+    --hash=sha256:f9fa868638bf362d3d138ea55829cefb3d5f4b0d7f142234382a15e2485dbec4 \
+    --hash=sha256:fbdb89b3e1c94a30cc5edfce477c6e6a5dc4d8f84665b455c27582f211a1c72c \
+    --hash=sha256:fc010ab034c8c7452522748bf937df58020d256ccae0874463d1f4d01758af8e \
+    --hash=sha256:fc3e9034a63de20e15e8ade85358bc6efc614008cab72898b4b4952bea0509ff \
+    --hash=sha256:fd8b3d9fd264be37976686c7f65cd52a83f5e84f4bfd2adf9c1d469676bbb6ae
+    # via pydantic
+pygments==2.20.0 \
+    --hash=sha256:6757cd03768053ff99f3039c1a36d6c0aa0b263438fcab17520b30a303a82b5f \
+    --hash=sha256:81a9e26dd42fd28a23a2d169d86d7ac03b46e2f8b59ed4698fb4785f946d0176
+    # via
+    #   ipython
+    #   pytest
+    #   rich
+pytest==8.4.2 \
+    --hash=sha256:86c0d0b93306b961d58d62a4db4879f27fe25513d4b969df351abdddb3c30e01 \
+    --hash=sha256:872f880de3fc3a5bdc88a11b39c9710c3497a547cfa9320bc3c5e62fbf272e79
+    # via policyengine-core
+python-dateutil==2.9.0.post0 \
+    --hash=sha256:37dd54208da7e1cd875388217d5e00ebd4179249f90fb72437e91a35459a0ad3 \
+    --hash=sha256:a8b2bc7bffae282281c8140a97d3aa9c14da0b136dfe83f850eea9a5f7470427
+    # via pandas
+pyvis==0.3.2 \
+    --hash=sha256:5720c4ca8161dc5d9ab352015723abb7a8bb8fb443edeb07f7a322db34a97555
+    # via policyengine-core
+pyyaml==6.0.3 \
+    --hash=sha256:00c4bdeba853cc34e7dd471f16b4114f4162dc03e6b7afcc2128711f0eca823c \
+    --hash=sha256:0150219816b6a1fa26fb4699fb7daa9caf09eb1999f3b70fb6e786805e80375a \
+    --hash=sha256:02893d100e99e03eda1c8fd5c441d8c60103fd175728e23e431db1b589cf5ab3 \
+    --hash=sha256:02ea2dfa234451bbb8772601d7b8e426c2bfa197136796224e50e35a78777956 \
+    --hash=sha256:0f29edc409a6392443abf94b9cf89ce99889a1dd5376d94316ae5145dfedd5d6 \
+    --hash=sha256:10892704fc220243f5305762e276552a0395f7beb4dbf9b14ec8fd43b57f126c \
+    --hash=sha256:16249ee61e95f858e83976573de0f5b2893b3677ba71c9dd36b9cf8be9ac6d65 \
+    --hash=sha256:1d37d57ad971609cf3c53ba6a7e365e40660e3be0e5175fa9f2365a379d6095a \
+    --hash=sha256:1ebe39cb5fc479422b83de611d14e2c0d3bb2a18bbcb01f229ab3cfbd8fee7a0 \
+    --hash=sha256:214ed4befebe12df36bcc8bc2b64b396ca31be9304b8f59e25c11cf94a4c033b \
+    --hash=sha256:2283a07e2c21a2aa78d9c4442724ec1eb15f5e42a723b99cb3d822d48f5f7ad1 \
+    --hash=sha256:22ba7cfcad58ef3ecddc7ed1db3409af68d023b7f940da23c6c2a1890976eda6 \
+    --hash=sha256:27c0abcb4a5dac13684a37f76e701e054692a9b2d3064b70f5e4eb54810553d7 \
+    --hash=sha256:28c8d926f98f432f88adc23edf2e6d4921ac26fb084b028c733d01868d19007e \
+    --hash=sha256:2e71d11abed7344e42a8849600193d15b6def118602c4c176f748e4583246007 \
+    --hash=sha256:34d5fcd24b8445fadc33f9cf348c1047101756fd760b4dacb5c3e99755703310 \
+    --hash=sha256:37503bfbfc9d2c40b344d06b2199cf0e96e97957ab1c1b546fd4f87e53e5d3e4 \
+    --hash=sha256:3c5677e12444c15717b902a5798264fa7909e41153cdf9ef7ad571b704a63dd9 \
+    --hash=sha256:3ff07ec89bae51176c0549bc4c63aa6202991da2d9a6129d7aef7f1407d3f295 \
+    --hash=sha256:41715c910c881bc081f1e8872880d3c650acf13dfa8214bad49ed4cede7c34ea \
+    --hash=sha256:418cf3f2111bc80e0933b2cd8cd04f286338bb88bdc7bc8e6dd775ebde60b5e0 \
+    --hash=sha256:44edc647873928551a01e7a563d7452ccdebee747728c1080d881d68af7b997e \
+    --hash=sha256:4a2e8cebe2ff6ab7d1050ecd59c25d4c8bd7e6f400f5f82b96557ac0abafd0ac \
+    --hash=sha256:4ad1906908f2f5ae4e5a8ddfce73c320c2a1429ec52eafd27138b7f1cbe341c9 \
+    --hash=sha256:501a031947e3a9025ed4405a168e6ef5ae3126c59f90ce0cd6f2bfc477be31b7 \
+    --hash=sha256:5190d403f121660ce8d1d2c1bb2ef1bd05b5f68533fc5c2ea899bd15f4399b35 \
+    --hash=sha256:5498cd1645aa724a7c71c8f378eb29ebe23da2fc0d7a08071d89469bf1d2defb \
+    --hash=sha256:5cf4e27da7e3fbed4d6c3d8e797387aaad68102272f8f9752883bc32d61cb87b \
+    --hash=sha256:5e0b74767e5f8c593e8c9b5912019159ed0533c70051e9cce3e8b6aa699fcd69 \
+    --hash=sha256:5ed875a24292240029e4483f9d4a4b8a1ae08843b9c54f43fcc11e404532a8a5 \
+    --hash=sha256:5fcd34e47f6e0b794d17de1b4ff496c00986e1c83f7ab2fb8fcfe9616ff7477b \
+    --hash=sha256:5fdec68f91a0c6739b380c83b951e2c72ac0197ace422360e6d5a959d8d97b2c \
+    --hash=sha256:6344df0d5755a2c9a276d4473ae6b90647e216ab4757f8426893b5dd2ac3f369 \
+    --hash=sha256:64386e5e707d03a7e172c0701abfb7e10f0fb753ee1d773128192742712a98fd \
+    --hash=sha256:652cb6edd41e718550aad172851962662ff2681490a8a711af6a4d288dd96824 \
+    --hash=sha256:66291b10affd76d76f54fad28e22e51719ef9ba22b29e1d7d03d6777a9174198 \
+    --hash=sha256:66e1674c3ef6f541c35191caae2d429b967b99e02040f5ba928632d9a7f0f065 \
+    --hash=sha256:6adc77889b628398debc7b65c073bcb99c4a0237b248cacaf3fe8a557563ef6c \
+    --hash=sha256:79005a0d97d5ddabfeeea4cf676af11e647e41d81c9a7722a193022accdb6b7c \
+    --hash=sha256:7c6610def4f163542a622a73fb39f534f8c101d690126992300bf3207eab9764 \
+    --hash=sha256:7f047e29dcae44602496db43be01ad42fc6f1cc0d8cd6c83d342306c32270196 \
+    --hash=sha256:8098f252adfa6c80ab48096053f512f2321f0b998f98150cea9bd23d83e1467b \
+    --hash=sha256:850774a7879607d3a6f50d36d04f00ee69e7fc816450e5f7e58d7f17f1ae5c00 \
+    --hash=sha256:8d1fab6bb153a416f9aeb4b8763bc0f22a5586065f86f7664fc23339fc1c1fac \
+    --hash=sha256:8da9669d359f02c0b91ccc01cac4a67f16afec0dac22c2ad09f46bee0697eba8 \
+    --hash=sha256:8dc52c23056b9ddd46818a57b78404882310fb473d63f17b07d5c40421e47f8e \
+    --hash=sha256:9149cad251584d5fb4981be1ecde53a1ca46c891a79788c0df828d2f166bda28 \
+    --hash=sha256:93dda82c9c22deb0a405ea4dc5f2d0cda384168e466364dec6255b293923b2f3 \
+    --hash=sha256:96b533f0e99f6579b3d4d4995707cf36df9100d67e0c8303a0c55b27b5f99bc5 \
+    --hash=sha256:9c57bb8c96f6d1808c030b1687b9b5fb476abaa47f0db9c0101f5e9f394e97f4 \
+    --hash=sha256:9c7708761fccb9397fe64bbc0395abcae8c4bf7b0eac081e12b809bf47700d0b \
+    --hash=sha256:9f3bfb4965eb874431221a3ff3fdcddc7e74e3b07799e0e84ca4a0f867d449bf \
+    --hash=sha256:a33284e20b78bd4a18c8c2282d549d10bc8408a2a7ff57653c0cf0b9be0afce5 \
+    --hash=sha256:a80cb027f6b349846a3bf6d73b5e95e782175e52f22108cfa17876aaeff93702 \
+    --hash=sha256:b30236e45cf30d2b8e7b3e85881719e98507abed1011bf463a8fa23e9c3e98a8 \
+    --hash=sha256:b3bc83488de33889877a0f2543ade9f70c67d66d9ebb4ac959502e12de895788 \
+    --hash=sha256:b865addae83924361678b652338317d1bd7e79b1f4596f96b96c77a5a34b34da \
+    --hash=sha256:b8bb0864c5a28024fac8a632c443c87c5aa6f215c0b126c449ae1a150412f31d \
+    --hash=sha256:ba1cc08a7ccde2d2ec775841541641e4548226580ab850948cbfda66a1befcdc \
+    --hash=sha256:bdb2c67c6c1390b63c6ff89f210c8fd09d9a1217a465701eac7316313c915e4c \
+    --hash=sha256:c1ff362665ae507275af2853520967820d9124984e0f7466736aea23d8611fba \
+    --hash=sha256:c2514fceb77bc5e7a2f7adfaa1feb2fb311607c9cb518dbc378688ec73d8292f \
+    --hash=sha256:c3355370a2c156cffb25e876646f149d5d68f5e0a3ce86a5084dd0b64a994917 \
+    --hash=sha256:c458b6d084f9b935061bc36216e8a69a7e293a2f1e68bf956dcd9e6cbcd143f5 \
+    --hash=sha256:d0eae10f8159e8fdad514efdc92d74fd8d682c933a6dd088030f3834bc8e6b26 \
+    --hash=sha256:d76623373421df22fb4cf8817020cbb7ef15c725b9d5e45f17e189bfc384190f \
+    --hash=sha256:ebc55a14a21cb14062aa4162f906cd962b28e2e9ea38f9b4391244cd8de4ae0b \
+    --hash=sha256:eda16858a3cab07b80edaf74336ece1f986ba330fdb8ee0d6c0d68fe82bc96be \
+    --hash=sha256:ee2922902c45ae8ccada2c5b501ab86c36525b883eff4255313a253a3160861c \
+    --hash=sha256:efd7b85f94a6f21e4932043973a7ba2613b059c4a000551892ac9f1d11f5baf3 \
+    --hash=sha256:f7057c9a337546edc7973c0d3ba84ddcdf0daa14533c2065749c9075001090e6 \
+    --hash=sha256:fa160448684b4e94d80416c0fa4aac48967a969efe22931448d853ada8baf926 \
+    --hash=sha256:fc09d0aa354569bc501d4e787133afc08552722d3ab34836a80547331bb5d4a0
+    # via huggingface-hub
+referencing==0.37.0 \
+    --hash=sha256:381329a9f99628c9069361716891d34ad94af76e461dcb0335825aecc7692231 \
+    --hash=sha256:44aefc3142c5b842538163acb373e24cce6632bd54bdb01b21ad5863489f50d8
+    # via
+    #   jsonschema
+    #   jsonschema-specifications
+requests==2.33.1 \
+    --hash=sha256:18817f8c57c6263968bc123d237e3b8b08ac046f5456bd1e307ee8f4250d3517 \
+    --hash=sha256:4e6d1ef462f3626a1f0a0a9c42dd93c63bad33f9f1c1937509b8c5c8718ab56a
+    # via
+    #   blosc2
+    #   census
+    #   policyengine
+    #   policyengine-core
+    #   spm-calculator
+rich==15.0.0 \
+    --hash=sha256:33bd4ef74232fb73fe9279a257718407f169c09b78a87ad3d296f548e27de0bb \
+    --hash=sha256:edd07a4824c6b40189fb7ac9bc4c52536e9780fbbfbddf6f1e2502c31b068c36
+    # via typer
+rpds-py==0.30.0 \
+    --hash=sha256:07ae8a593e1c3c6b82ca3292efbe73c30b61332fd612e05abee07c79359f292f \
+    --hash=sha256:0a59119fc6e3f460315fe9d08149f8102aa322299deaa5cab5b40092345c2136 \
+    --hash=sha256:0c0e95f6819a19965ff420f65578bacb0b00f251fefe2c8b23347c37174271f3 \
+    --hash=sha256:0d08f00679177226c4cb8c5265012eea897c8ca3b93f429e546600c971bcbae7 \
+    --hash=sha256:0ed177ed9bded28f8deb6ab40c183cd1192aa0de40c12f38be4d59cd33cb5c65 \
+    --hash=sha256:12f90dd7557b6bd57f40abe7747e81e0c0b119bef015ea7726e69fe550e394a4 \
+    --hash=sha256:1726859cd0de969f88dc8673bdd954185b9104e05806be64bcd87badbe313169 \
+    --hash=sha256:1ab5b83dbcf55acc8b08fc62b796ef672c457b17dbd7820a11d6c52c06839bdf \
+    --hash=sha256:1b151685b23929ab7beec71080a8889d4d6d9fa9a983d213f07121205d48e2c4 \
+    --hash=sha256:1f3587eb9b17f3789ad50824084fa6f81921bbf9a795826570bda82cb3ed91f2 \
+    --hash=sha256:250fa00e9543ac9b97ac258bd37367ff5256666122c2d0f2bc97577c60a1818c \
+    --hash=sha256:2771c6c15973347f50fece41fc447c054b7ac2ae0502388ce3b6738cd366e3d4 \
+    --hash=sha256:27f4b0e92de5bfbc6f86e43959e6edd1425c33b5e69aab0984a72047f2bcf1e3 \
+    --hash=sha256:2e6ecb5a5bcacf59c3f912155044479af1d0b6681280048b338b28e364aca1f6 \
+    --hash=sha256:32c8528634e1bf7121f3de08fa85b138f4e0dc47657866630611b03967f041d7 \
+    --hash=sha256:33f559f3104504506a44bb666b93a33f5d33133765b0c216a5bf2f1e1503af89 \
+    --hash=sha256:3896fa1be39912cf0757753826bc8bdc8ca331a28a7c4ae46b7a21280b06bb85 \
+    --hash=sha256:389a2d49eded1896c3d48b0136ead37c48e221b391c052fba3f4055c367f60a6 \
+    --hash=sha256:39c02563fc592411c2c61d26b6c5fe1e51eaa44a75aa2c8735ca88b0d9599daa \
+    --hash=sha256:3adbb8179ce342d235c31ab8ec511e66c73faa27a47e076ccc92421add53e2bb \
+    --hash=sha256:3d4a69de7a3e50ffc214ae16d79d8fbb0922972da0356dcf4d0fdca2878559c6 \
+    --hash=sha256:3e62880792319dbeb7eb866547f2e35973289e7d5696c6e295476448f5b63c87 \
+    --hash=sha256:3e8eeb0544f2eb0d2581774be4c3410356eba189529a6b3e36bbbf9696175856 \
+    --hash=sha256:422c3cb9856d80b09d30d2eb255d0754b23e090034e1deb4083f8004bd0761e4 \
+    --hash=sha256:4559c972db3a360808309e06a74628b95eaccbf961c335c8fe0d590cf587456f \
+    --hash=sha256:46e83c697b1f1c72b50e5ee5adb4353eef7406fb3f2043d64c33f20ad1c2fc53 \
+    --hash=sha256:47b0ef6231c58f506ef0b74d44e330405caa8428e770fec25329ed2cb971a229 \
+    --hash=sha256:47e77dc9822d3ad616c3d5759ea5631a75e5809d5a28707744ef79d7a1bcfcad \
+    --hash=sha256:47f236970bccb2233267d89173d3ad2703cd36a0e2a6e92d0560d333871a3d23 \
+    --hash=sha256:47f9a91efc418b54fb8190a6b4aa7813a23fb79c51f4bb84e418f5476c38b8db \
+    --hash=sha256:495aeca4b93d465efde585977365187149e75383ad2684f81519f504f5c13038 \
+    --hash=sha256:4c5f36a861bc4b7da6516dbdf302c55313afa09b81931e8280361a4f6c9a2d27 \
+    --hash=sha256:4cc2206b76b4f576934f0ed374b10d7ca5f457858b157ca52064bdfc26b9fc00 \
+    --hash=sha256:4e7fc54e0900ab35d041b0601431b0a0eb495f0851a0639b6ef90f7741b39a18 \
+    --hash=sha256:51a1234d8febafdfd33a42d97da7a43f5dcb120c1060e352a3fbc0c6d36e2083 \
+    --hash=sha256:55f66022632205940f1827effeff17c4fa7ae1953d2b74a8581baaefb7d16f8c \
+    --hash=sha256:58edca431fb9b29950807e301826586e5bbf24163677732429770a697ffe6738 \
+    --hash=sha256:5965af57d5848192c13534f90f9dd16464f3c37aaf166cc1da1cae1fd5a34898 \
+    --hash=sha256:5ba103fb455be00f3b1c2076c9d4264bfcb037c976167a6047ed82f23153f02e \
+    --hash=sha256:5d4c2aa7c50ad4728a094ebd5eb46c452e9cb7edbfdb18f9e1221f597a73e1e7 \
+    --hash=sha256:61046904275472a76c8c90c9ccee9013d70a6d0f73eecefd38c1ae7c39045a08 \
+    --hash=sha256:613aa4771c99f03346e54c3f038e4cc574ac09a3ddfb0e8878487335e96dead6 \
+    --hash=sha256:626a7433c34566535b6e56a1b39a7b17ba961e97ce3b80ec62e6f1312c025551 \
+    --hash=sha256:669b1805bd639dd2989b281be2cfd951c6121b65e729d9b843e9639ef1fd555e \
+    --hash=sha256:679ae98e00c0e8d68a7fda324e16b90fd5260945b45d3b824c892cec9eea3288 \
+    --hash=sha256:67b02ec25ba7a9e8fa74c63b6ca44cf5707f2fbfadae3ee8e7494297d56aa9df \
+    --hash=sha256:68f19c879420aa08f61203801423f6cd5ac5f0ac4ac82a2368a9fcd6a9a075e0 \
+    --hash=sha256:692bef75a5525db97318e8cd061542b5a79812d711ea03dbc1f6f8dbb0c5f0d2 \
+    --hash=sha256:6abc8880d9d036ecaafe709079969f56e876fcf107f7a8e9920ba6d5a3878d05 \
+    --hash=sha256:6bdfdb946967d816e6adf9a3d8201bfad269c67efe6cefd7093ef959683c8de0 \
+    --hash=sha256:6de2a32a1665b93233cde140ff8b3467bdb9e2af2b91079f0333a0974d12d464 \
+    --hash=sha256:73c67f2db7bc334e518d097c6d1e6fed021bbc9b7d678d6cc433478365d1d5f5 \
+    --hash=sha256:74a3243a411126362712ee1524dfc90c650a503502f135d54d1b352bd01f2404 \
+    --hash=sha256:76fec018282b4ead0364022e3c54b60bf368b9d926877957a8624b58419169b7 \
+    --hash=sha256:7c64d38fb49b6cdeda16ab49e35fe0da2e1e9b34bc38bd78386530f218b37139 \
+    --hash=sha256:7cee9c752c0364588353e627da8a7e808a66873672bcb5f52890c33fd965b394 \
+    --hash=sha256:7e6ecfcb62edfd632e56983964e6884851786443739dbfe3582947e87274f7cb \
+    --hash=sha256:806f36b1b605e2d6a72716f321f20036b9489d29c51c91f4dd29a3e3afb73b15 \
+    --hash=sha256:858738e9c32147f78b3ac24dc0edb6610000e56dc0f700fd5f651d0a0f0eb9ff \
+    --hash=sha256:8d6d1cc13664ec13c1b84241204ff3b12f9bb82464b8ad6e7a5d3486975c2eed \
+    --hash=sha256:9027da1ce107104c50c81383cae773ef5c24d296dd11c99e2629dbd7967a20c6 \
+    --hash=sha256:922e10f31f303c7c920da8981051ff6d8c1a56207dbdf330d9047f6d30b70e5e \
+    --hash=sha256:945dccface01af02675628334f7cf49c2af4c1c904748efc5cf7bbdf0b579f95 \
+    --hash=sha256:946fe926af6e44f3697abbc305ea168c2c31d3e3ef1058cf68f379bf0335a78d \
+    --hash=sha256:95f0802447ac2d10bcc69f6dc28fe95fdf17940367b21d34e34c737870758950 \
+    --hash=sha256:9854cf4f488b3d57b9aaeb105f06d78e5529d3145b1e4a41750167e8c213c6d3 \
+    --hash=sha256:993914b8e560023bc0a8bf742c5f303551992dcb85e247b1e5c7f4a7d145bda5 \
+    --hash=sha256:99b47d6ad9a6da00bec6aabe5a6279ecd3c06a329d4aa4771034a21e335c3a97 \
+    --hash=sha256:9a4e86e34e9ab6b667c27f3211ca48f73dba7cd3d90f8d5b11be56e5dbc3fb4e \
+    --hash=sha256:9cf69cdda1f5968a30a359aba2f7f9aa648a9ce4b580d6826437f2b291cfc86e \
+    --hash=sha256:a090322ca841abd453d43456ac34db46e8b05fd9b3b4ac0c78bcde8b089f959b \
+    --hash=sha256:a1010ed9524c73b94d15919ca4d41d8780980e1765babf85f9a2f90d247153dd \
+    --hash=sha256:a161f20d9a43006833cd7068375a94d035714d73a172b681d8881820600abfad \
+    --hash=sha256:a1d0bc22a7cdc173fedebb73ef81e07faef93692b8c1ad3733b67e31e1b6e1b8 \
+    --hash=sha256:a2bffea6a4ca9f01b3f8e548302470306689684e61602aa3d141e34da06cf425 \
+    --hash=sha256:a452763cc5198f2f98898eb98f7569649fe5da666c2dc6b5ddb10fde5a574221 \
+    --hash=sha256:a4796a717bf12b9da9d3ad002519a86063dcac8988b030e405704ef7d74d2d9d \
+    --hash=sha256:a51033ff701fca756439d641c0ad09a41d9242fa69121c7d8769604a0a629825 \
+    --hash=sha256:a8fa71a2e078c527c3e9dc9fc5a98c9db40bcc8a92b4e8858e36d329f8684b51 \
+    --hash=sha256:ac37f9f516c51e5753f27dfdef11a88330f04de2d564be3991384b2f3535d02e \
+    --hash=sha256:ac98b175585ecf4c0348fd7b29c3864bda53b805c773cbf7bfdaffc8070c976f \
+    --hash=sha256:acd7eb3f4471577b9b5a41baf02a978e8bdeb08b4b355273994f8b87032000a8 \
+    --hash=sha256:ad1fa8db769b76ea911cb4e10f049d80bf518c104f15b3edb2371cc65375c46f \
+    --hash=sha256:b40fb160a2db369a194cb27943582b38f79fc4887291417685f3ad693c5a1d5d \
+    --hash=sha256:b4dc1a6ff022ff85ecafef7979a2c6eb423430e05f1165d6688234e62ba99a07 \
+    --hash=sha256:ba3af48635eb83d03f6c9735dfb21785303e73d22ad03d489e88adae6eab8877 \
+    --hash=sha256:ba81a9203d07805435eb06f536d95a266c21e5b2dfbf6517748ca40c98d19e31 \
+    --hash=sha256:c2262bdba0ad4fc6fb5545660673925c2d2a5d9e2e0fb603aad545427be0fc58 \
+    --hash=sha256:c77afbd5f5250bf27bf516c7c4a016813eb2d3e116139aed0096940c5982da94 \
+    --hash=sha256:ca28829ae5f5d569bb62a79512c842a03a12576375d5ece7d2cadf8abe96ec28 \
+    --hash=sha256:cdc62c8286ba9bf7f47befdcea13ea0e26bf294bda99758fd90535cbaf408000 \
+    --hash=sha256:d948b135c4693daff7bc2dcfc4ec57237a29bd37e60c2fabf5aff2bbacf3e2f1 \
+    --hash=sha256:d96c2086587c7c30d44f31f42eae4eac89b60dabbac18c7669be3700f13c3ce1 \
+    --hash=sha256:d9a0ca5da0386dee0655b4ccdf46119df60e0f10da268d04fe7cc87886872ba7 \
+    --hash=sha256:da279aa314f00acbb803da1e76fa18666778e8a8f83484fba94526da5de2cba7 \
+    --hash=sha256:dbd936cde57abfee19ab3213cf9c26be06d60750e60a8e4dd85d1ab12c8b1f40 \
+    --hash=sha256:dc4f992dfe1e2bc3ebc7444f6c7051b4bc13cd8e33e43511e8ffd13bf407010d \
+    --hash=sha256:dc824125c72246d924f7f796b4f63c1e9dc810c7d9e2355864b3c3a73d59ade0 \
+    --hash=sha256:dd8ff7cf90014af0c0f787eea34794ebf6415242ee1d6fa91eaba725cc441e84 \
+    --hash=sha256:dea5b552272a944763b34394d04577cf0f9bd013207bc32323b5a89a53cf9c2f \
+    --hash=sha256:dff13836529b921e22f15cb099751209a60009731a68519630a24d61f0b1b30a \
+    --hash=sha256:e0b65193a413ccc930671c55153a03ee57cecb49e6227204b04fae512eb657a7 \
+    --hash=sha256:e5d3e6b26f2c785d65cc25ef1e5267ccbe1b069c5c21b8cc724efee290554419 \
+    --hash=sha256:e7536cd91353c5273434b4e003cbda89034d67e7710eab8761fd918ec6c69cf8 \
+    --hash=sha256:eb0b93f2e5c2189ee831ee43f156ed34e2a89a78a66b98cadad955972548be5a \
+    --hash=sha256:eb2c4071ab598733724c08221091e8d80e89064cd472819285a9ab0f24bcedb9 \
+    --hash=sha256:ec7c4490c672c1a0389d319b3a9cfcd098dcdc4783991553c332a15acf7249be \
+    --hash=sha256:ee454b2a007d57363c2dfd5b6ca4a5d7e2c518938f8ed3b706e37e5d470801ed \
+    --hash=sha256:ee6af14263f25eedc3bb918a3c04245106a42dfd4f5c2285ea6f997b1fc3f89a \
+    --hash=sha256:f14fc5df50a716f7ece6a80b6c78bb35ea2ca47c499e422aa4463455dd96d56d \
+    --hash=sha256:f207f69853edd6f6700b86efb84999651baf3789e78a466431df1331608e5324 \
+    --hash=sha256:f251c812357a3fed308d684a5079ddfb9d933860fc6de89f2b7ab00da481e65f \
+    --hash=sha256:f83424d738204d9770830d35290ff3273fbb02b41f919870479fab14b9d303b2 \
+    --hash=sha256:f8d1736cfb49381ba528cd5baa46f82fdc65c06e843dab24dd70b63d09121b3f \
+    --hash=sha256:fe5fa731a1fa8a0a56b0977413f8cacac1768dad38d16b3a296712709476fbd5
+    # via
+    #   jsonschema
+    #   referencing
+shellingham==1.5.4 \
+    --hash=sha256:7ecfff8f2fd72616f7481040475a65b2bf8af90a56c89140852d1120324e8686 \
+    --hash=sha256:8dbca0739d487e5bd35ab3ca4b36e11c4078f3a234bfce294b0a0291363404de
+    # via typer
+six==1.17.0 \
+    --hash=sha256:4721f391ed90541fddacab5acf947aa0d3dc7d27b2e1e8eda2be8970586c3274 \
+    --hash=sha256:ff70335d468e7eb6ec65b95b99d3a2836546063f63acc5171de367e834932a81
+    # via python-dateutil
+sortedcontainers==2.4.0 \
+    --hash=sha256:25caa5a06cc30b6b83d11423433f65d1f9d76c4c6a0c90e3379eaa43b9bfdb88 \
+    --hash=sha256:a163dcaede0f1c021485e957a39245190e74249897e2ae4b2aa38595db237ee0
+    # via policyengine-core
+spm-calculator==0.3.1 \
+    --hash=sha256:41f2f4d00d8c03422a7d57b800052e7760b88e463a5884802f83ed58d35c18c1 \
+    --hash=sha256:52c57ecc5a240ec941b0f2b0d93bc4fa437ef6250e233baed8e11916fa9c1150
+    # via policyengine-us
+stack-data==0.6.3 \
+    --hash=sha256:836a778de4fec4dcd1dcd89ed8abff8a221f58308462e1c4aa2a3cf30148f0b9 \
+    --hash=sha256:d5558e0c25a4cb0853cddad3d77da9891a08cb85dd9f9f91b9f8cd66e511e695
+    # via ipython
+standard-imghdr==3.13.0 \
+    --hash=sha256:30a1bff5465605bb496f842a6ac3cc1f2131bf3025b0da28d4877d6d4b7cc8e9 \
+    --hash=sha256:8d9c68058d882f6fc3542a8d39ef9ff94d2187dc90bd0c851e0902776b7b7a42
+    # via policyengine-core
+tables==3.11.1 \
+    --hash=sha256:1e78fe190fdeb4afe430b79651bae2a4f341904eb85aa8dbafe5f1caee1c7f67 \
+    --hash=sha256:3a9c35f87fcb6a48c79fbc4e3ab15ca8f6053c4ce13063d6ca2ec36cbb58f40f \
+    --hash=sha256:4cf3218b76ba78d156d6ee75c19fb757d50682f6c7b4905370441afbfc9d77f3 \
+    --hash=sha256:56bf6fb9132ead989b7e76695d7613d6d08f071a8019038d6565ba90c66b9f3e \
+    --hash=sha256:78abcf413091bc7c1e4e8c10fbbb438d1ac0b5a87436c5b972c3e8253871b6fb \
+    --hash=sha256:7fa6cb03f6fe55ae4f85e89ec5450e5c40cc4c52d8c3b60eb157a445c2219e89 \
+    --hash=sha256:a4bbd95036a4d0cc5c86c1f87fbb490b4c53cd70982f1c01b3ed6dcb3085cbb9 \
+    --hash=sha256:a6f7a3b82dbf0ae0f30de635ca88bb42dd87938b0950369d0ee4289c52ae6de2 \
+    --hash=sha256:e3cfe79484351f7216eb8f3767bfa1217bfd271b04428f79cfa7ef6d7491919d \
+    --hash=sha256:eb30684c42a77bbecdef2b9c763c4372b0ddc9cc5bd8b2a2055f2042eee67217 \
+    --hash=sha256:f0367d2e3df0f10ea63ccf4279f3fe58e32ec481767320301a483e2b3cd83efc
+    # via
+    #   policyengine-uk
+    #   policyengine-us
+tenacity==9.1.4 \
+    --hash=sha256:6095a360c919085f28c6527de529e76a06ad89b23659fa881ae0649b867a9d55 \
+    --hash=sha256:adb31d4c263f2bd041081ab33b498309a57c77f9acf2db65aadf0898179cf93a
+    # via plotly
+threadpoolctl==3.6.0 ; platform_machine != 'wasm32' \
+    --hash=sha256:43a0b8fd5a2928500110039e43a5eed8480b918967083ea48dc3ab9f13c4a7fb \
+    --hash=sha256:8ab8b4aa3491d812b623328249fab5302a68d2d71745c8a4c719a2fcaba9f44e
+    # via blosc2
+tqdm==4.67.3 \
+    --hash=sha256:7d825f03f89244ef73f1d4ce193cb1774a8179fd96f31d7e1dcde62092b960bb \
+    --hash=sha256:ee1e4c0e59148062281c49d80b25b67771a127c85fc9676d3be5f243206826bf
+    # via
+    #   huggingface-hub
+    #   policyengine-us
+traitlets==5.15.0 \
+    --hash=sha256:4fead733f81cf1c4c938e06f8ca4633896833c9d89eff878159457f4d4392971 \
+    --hash=sha256:fb36a18867a6803deab09f3c5e0fa81bb7b26a5c9e82501c9933f759166eff40
+    # via
+    #   ipython
+    #   matplotlib-inline
+typer==0.25.1 \
+    --hash=sha256:75caa44ed46a03fb2dab8808753ffacdbfea88495e74c85a28c5eefcf5f39c89 \
+    --hash=sha256:9616eb8853a09ffeabab1698952f33c6f29ffdbceb4eaeecf571880e8d7664cc
+    # via huggingface-hub
+typing-extensions==4.15.0 \
+    --hash=sha256:0cea48d173cc12fa28ecabc3b837ea3cf6f38c6d1136f85cbaaf598984861466 \
+    --hash=sha256:f0fa19c6845758ab08074a0cfa8b7aecb71c999ca73d62883bc25cc018c4e548
+    # via
+    #   huggingface-hub
+    #   pydantic
+    #   pydantic-core
+    #   typing-inspection
+typing-inspection==0.4.2 \
+    --hash=sha256:4ed1cacbdc298c220f1bd249ed5287caa16f34d44ef4e9c3d0cbad5b521545e7 \
+    --hash=sha256:ba561c48a67c5958007083d386c3295464928b01faa735ab8547c5692e87f464
+    # via pydantic
+tzdata==2026.2 ; sys_platform == 'emscripten' or sys_platform == 'win32' \
+    --hash=sha256:9173fde7d80d9018e02a662e168e5a2d04f87c41ea174b139fbef642eda62d10 \
+    --hash=sha256:bbe9af844f658da81a5f95019480da3a89415801f6cc966806612cc7169bffe7
+    # via pandas
+urllib3==2.7.0 \
+    --hash=sha256:231e0ec3b63ceb14667c67be60f2f2c40a518cb38b03af60abc813da26505f4c \
+    --hash=sha256:9fb4c81ebbb1ce9531cce37674bbc6f1360472bc18ca9a553ede278ef7276897
+    # via requests
+us==3.2.0 \
+    --hash=sha256:571714ad6d473c72bbd2058a53404cdf4ecc0129e4f19adfcbeb4e2d7e3dc3e7 \
+    --hash=sha256:cb223e85393dcc5171ead0dd212badc47f9667b23700fea3e7ea5f310d545338
+    # via spm-calculator
+wcwidth==0.7.0 \
+    --hash=sha256:5d69154c429a82910e241c738cd0e2976fac8a2dd47a1a805f4afed1c0f136f2 \
+    --hash=sha256:90e3a7ea092341c44b99562e75d09e4d5160fe7a3974c6fb842a101a95e7eed0
+    # via prompt-toolkit
+wheel==0.47.0 \
+    --hash=sha256:212281cab4dff978f6cedd499cd893e1f620791ca6ff7107cf270781e587eced \
+    --hash=sha256:cc72bd1009ba0cf63922e28f94d9d83b920aa2bb28f798a31d0691b02fa3c9b3
+    # via policyengine-core
diff --git a/src/policyengine/data/install/all/py313/pylock.toml b/src/policyengine/data/install/all/py313/pylock.toml
new file mode 100644
index 00000000..2193c300
--- /dev/null
+++ b/src/policyengine/data/install/all/py313/pylock.toml
@@ -0,0 +1,1585 @@
+# This file was autogenerated by uv via the following command:
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diff --git a/src/policyengine/data/install/all/py314/constraints.txt b/src/policyengine/data/install/all/py314/constraints.txt
new file mode 100644
index 00000000..ec80e790
--- /dev/null
+++ b/src/policyengine/data/install/all/py314/constraints.txt
@@ -0,0 +1,1438 @@
+# This file was autogenerated by uv via the following command:
+#    uv pip compile /var/folders/qf/7fglpnr94wsc5xgbqkp80xbw0000gn/T/tmpds1l6n77/requirements.in --python-version 3.14 --resolution highest --exclude-newer 2026-05-09T10:39:06Z --universal --format requirements.txt --generate-hashes --output-file bundles/4.4.2/install/all/py314/constraints.txt
+annotated-doc==0.0.4 \
+    --hash=sha256:571ac1dc6991c450b25a9c2d84a3705e2ae7a53467b5d111c24fa8baabbed320 \
+    --hash=sha256:fbcda96e87e9c92ad167c2e53839e57503ecfda18804ea28102353485033faa4
+    # via typer
+annotated-types==0.7.0 \
+    --hash=sha256:1f02e8b43a8fbbc3f3e0d4f0f4bfc8131bcb4eebe8849b8e5c773f3a1c582a53 \
+    --hash=sha256:aff07c09a53a08bc8cfccb9c85b05f1aa9a2a6f23728d790723543408344ce89
+    # via pydantic
+anyio==4.13.0 \
+    --hash=sha256:08b310f9e24a9594186fd75b4f73f4a4152069e3853f1ed8bfbf58369f4ad708 \
+    --hash=sha256:334b70e641fd2221c1505b3890c69882fe4a2df910cba14d97019b90b24439dc
+    # via httpx
+asttokens==3.0.1 \
+    --hash=sha256:15a3ebc0f43c2d0a50eeafea25e19046c68398e487b9f1f5b517f7c0f40f976a \
+    --hash=sha256:71a4ee5de0bde6a31d64f6b13f2293ac190344478f081c3d1bccfcf5eacb0cb7
+    # via stack-data
+attrs==26.1.0 \
+    --hash=sha256:c647aa4a12dfbad9333ca4e71fe62ddc36f4e63b2d260a37a8b83d2f043ac309 \
+    --hash=sha256:d03ceb89cb322a8fd706d4fb91940737b6642aa36998fe130a9bc96c985eff32
+    # via
+    #   jsonschema
+    #   referencing
+blosc2==4.2.0 \
+    --hash=sha256:0f6444e125142876f8ce02f1ec8a13499f436a01e7ffdffd080d7156fd5fa079 \
+    --hash=sha256:1a77412d3229a7ec4ce8e353604e563400cc57346d6e8ba578453a6134bf2190 \
+    --hash=sha256:1e2f0767c68c4e5dea1543c7c138421264db494a6bbeb6ab81f101bcb6382ff4 \
+    --hash=sha256:2423b70dc17b048382f8a9a17085842a7c3c2f9bb14d3be2f8a7cbb378ef4ad9 \
+    --hash=sha256:291f689635c9ebc30a6b13fdc0f2069ab7a245fa27dabe8fa14b6d35c3f096cf \
+    --hash=sha256:3b72e9bbce0459ec695e25bb1fba8fa05ba9af4fed71c220d20376df99cf32fa \
+    --hash=sha256:44a2070a6efa990986a26a4f9a2d8a2fa9ee9ec705617d38750bcb019c53d632 \
+    --hash=sha256:4f7b006333891d3594660abb7820be0497c0baab3538742562caa78e03e5312c \
+    --hash=sha256:59f4de7f9e8a587e5c6e6ae54ba74f4d78a47a1cc3f097d03105274b36720da6 \
+    --hash=sha256:5b16df388e1884e458955de64db6ce6db438154fb3fe9089180ef9863ceb79bf \
+    --hash=sha256:6ff429d2364f423229e82037adb1efe91a5f3dc767f0817cbc635adf84b83e20 \
+    --hash=sha256:7888ac409a479da50d7e02eeb1bcbf1e45213af362eff1b938d584cf66c2f39b \
+    --hash=sha256:87c3a108c8ce311eb00a7c3d32d4d0ab023599a2d23fc07c998debe2dad00f8e \
+    --hash=sha256:89227492844ec7b487e7182314ac75997d5f864be2025cf6879f355fdb669532 \
+    --hash=sha256:8ff3c6b2cf7d3e6a3481f7e1a6eef283af3e2b65f53401b1ebc63eea14b0b758 \
+    --hash=sha256:976abf343866c97de637adb452153dfbe63c2b69a2a4999dc494ebc22585a567 \
+    --hash=sha256:9c5c0ae30c831a90a9d1973cecbeab99a7de2df4f172ac8020d2d60d1c2c5ae2 \
+    --hash=sha256:9cadf2708888e586027178be9e17215ae6f20fb5829596e9771751aa453e7a0e \
+    --hash=sha256:9eb69182c51cda1b402aaf78ce908759f7a277420ce3fad9981ff560544e50b3 \
+    --hash=sha256:a07e0d16aab433e10d173b553fabb7b8cf64e5dd826eaae548d2e9a9ac5f2f69 \
+    --hash=sha256:a269a8b265caed0093f3ee99eff8c8691da407764f5ee5b1bd0c12044fcb6c51 \
+    --hash=sha256:ad857c3dddaf5486a49b59f4f351079bfc8f50786d033638bf722e4fa7595249 \
+    --hash=sha256:afc041c5de1d66fb731c45bd5bcf84356da3f17b4acdec5a8448236c6d48f845 \
+    --hash=sha256:b8d907efa30a2ca4895dd37fa0b527ee88be17df1981f98194f867d97ff07429 \
+    --hash=sha256:bb67066f1a64d7929f271836994e5fb0383ae8b8f03d673650a94dafd7eaa349 \
+    --hash=sha256:bb82cc1d528bac82c0b5c2009377f5be6528405d2737fd151ffce4dc6fe0a96b \
+    --hash=sha256:bbefc417322a59443d844b4d03e66b228694ec6bfd1de8bbd832c4aa0eaebe64 \
+    --hash=sha256:d28efb0b13c1f22db4a799d22ab02b0024fd4ecd1cc47dbe756d88e08079867a \
+    --hash=sha256:e997adbf086a4b98f732504952193afa817c41a7c70d26bce71fdd397542c664 \
+    --hash=sha256:f48ea67ccd751999e9bb3c4e10853d422167b9619af701b1fdb08cc27584db96 \
+    --hash=sha256:fa448c419a8227321cab735aece33fca1afac1447cd140a3db81a6b2bed560fa
+    # via tables
+census==0.8.26 \
+    --hash=sha256:c341bbce4bcdd75c0ddecf75f28ab7eda26a47d7fecc95c4690a2d8ee5b6a727 \
+    --hash=sha256:c7f9944e38952b4ecc137d14d083018a1c2734f64d2fbc4a8946f35fd51888c2
+    # via spm-calculator
+certifi==2026.4.22 \
+    --hash=sha256:3cb2210c8f88ba2318d29b0388d1023c8492ff72ecdde4ebdaddbb13a31b1c4a \
+    --hash=sha256:8d455352a37b71bf76a79caa83a3d6c25afee4a385d632127b6afb3963f1c580
+    # via
+    #   httpcore
+    #   httpx
+    #   requests
+charset-normalizer==3.4.7 \
+    --hash=sha256:007d05ec7321d12a40227aae9e2bc6dca73f3cb21058999a1df9e193555a9dcc \
+    --hash=sha256:03853ed82eeebbce3c2abfdbc98c96dc205f32a79627688ac9a27370ea61a49c \
+    --hash=sha256:07d9e39b01743c3717745f4c530a6349eadbfa043c7577eef86c502c15df2c67 \
+    --hash=sha256:08e721811161356f97b4059a9ba7bafb23ea5ee2255402c42881c214e173c6b4 \
+    --hash=sha256:0c96c3b819b5c3e9e165495db84d41914d6894d55181d2d108cc1a69bfc9cce0 \
+    --hash=sha256:0ea948db76d31190bf08bd371623927ee1339d5f2a0b4b1b4a4439a65298703c \
+    --hash=sha256:0f7eb884681e3938906ed0434f20c63046eacd0111c4ba96f27b76084cd679f5 \
+    --hash=sha256:12a6fff75f6bc66711b73a2f0addfc4c8c15a20e805146a02d147a318962c444 \
+    --hash=sha256:12d8baf840cc7889b37c7c770f478adea7adce3dcb3944d02ec87508e2dcf153 \
+    --hash=sha256:14265bfe1f09498b9d8ec91e9ec9fa52775edf90fcbde092b25f4a33d444fea9 \
+    --hash=sha256:16d971e29578a5e97d7117866d15889a4a07befe0e87e703ed63cd90cb348c01 \
+    --hash=sha256:177a0ba5f0211d488e295aaf82707237e331c24788d8d76c96c5a41594723217 \
+    --hash=sha256:1a87ca9d5df6fe460483d9a5bbf2b18f620cbed41b432e2bddb686228282d10b \
+    --hash=sha256:1c2a768fdd44ee4a9339a9b0b130049139b8ce3c01d2ce09f67f5a68048d477c \
+    --hash=sha256:1c2aed2e5e41f24ea8ef1590b8e848a79b56f3a5564a65ceec43c9d692dc7d8a \
+    --hash=sha256:1dc8b0ea451d6e69735094606991f32867807881400f808a106ee1d963c46a83 \
+    --hash=sha256:1efde3cae86c8c273f1eb3b287be7d8499420cf2fe7585c41d370d3e790054a5 \
+    --hash=sha256:202389074300232baeb53ae2569a60901f7efadd4245cf3a3bf0617d60b439d7 \
+    --hash=sha256:203104ed3e428044fd943bc4bf45fa73c0730391f9621e37fe39ecf477b128cb \
+    --hash=sha256:2257141f39fe65a3fdf38aeccae4b953e5f3b3324f4ff0daf9f15b8518666a2c \
+    --hash=sha256:298930cec56029e05497a76988377cbd7457ba864beeea92ad7e844fe74cd1f1 \
+    --hash=sha256:2cd4a60d0e2fb04537162c62bbbb4182f53541fe0ede35cdf270a1c1e723cc42 \
+    --hash=sha256:2d6eb928e13016cea4f1f21d1e10c1cebd5a421bc57ddf5b1142ae3f86824fab \
+    --hash=sha256:2fe249cb4651fd12605b7288b24751d8bfd46d35f12a20b1ba33dea122e690df \
+    --hash=sha256:30b8d1d8c52a48c2c5690e152c169b673487a2a58de1ec7393196753063fcd5e \
+    --hash=sha256:320ade88cfb846b8cd6b4ddf5ee9e80ee0c1f52401f2456b84ae1ae6a1a5f207 \
+    --hash=sha256:3534e7dcbdcf757da6b85a0bbf5b6868786d5982dd959b065e65481644817a18 \
+    --hash=sha256:36836d6ff945a00b88ba1e4572d721e60b5b8c98c155d465f56ad19d68f23734 \
+    --hash=sha256:38c0109396c4cfc574d502df99742a45c72c08eff0a36158b6f04000043dbf38 \
+    --hash=sha256:3946fa46a0cf3e4c8cb1cc52f56bb536310d34f25f01ca9b6c16afa767dab110 \
+    --hash=sha256:3bec022aec2c514d9cf199522a802bd007cd588ab17ab2525f20f9c34d067c18 \
+    --hash=sha256:3c9a494bc5ec77d43cea229c4f6db1e4d8fe7e1bbffa8b6f0f0032430ff8ab44 \
+    --hash=sha256:3dce51d0f5e7951f8bb4900c257dad282f49190fdbebecd4ba99bcc41fef404d \
+    --hash=sha256:3dedcc22d73ec993f42055eff4fcfed9318d1eeb9a6606c55892a26964964e48 \
+    --hash=sha256:4042d5c8f957e15221d423ba781e85d553722fc4113f523f2feb7b188cc34c5e \
+    --hash=sha256:481551899c856c704d58119b5025793fa6730adda3571971af568f66d2424bb5 \
+    --hash=sha256:4dc1e73c36828f982bfe79fadf5919923f8a6f4df2860804db9a98c48824ce8d \
+    --hash=sha256:4e5163c14bffd570ef2affbfdd77bba66383890797df43dc8b4cc7d6f500bf53 \
+    --hash=sha256:511ef87c8aec0783e08ac18565a16d435372bc1ac25a91e6ac7f5ef2b0bff790 \
+    --hash=sha256:532bc9bf33a68613fd7d65e4b1c71a6a38d7d42604ecf239c77392e9b4e8998c \
+    --hash=sha256:54523e136b8948060c0fa0bc7b1b50c32c186f2fceee897a495406bb6e311d2b \
+    --hash=sha256:5649fd1c7bade02f320a462fdefd0b4bd3ce036065836d4f42e0de958038e116 \
+    --hash=sha256:56be790f86bfb2c98fb742ce566dfb4816e5a83384616ab59c49e0604d49c51d \
+    --hash=sha256:5b77459df20e08151cd6f8b9ef8ef1f961ef73d85c21a555c7eed5b79410ec10 \
+    --hash=sha256:5ed6ab538499c8644b8a3e18debabcd7ce684f3fa91cf867521a7a0279cab2d6 \
+    --hash=sha256:6178f72c5508bfc5fd446a5905e698c6212932f25bcdd4b47a757a50605a90e2 \
+    --hash=sha256:6370e8686f662e6a3941ee48ed4742317cafbe5707e36406e9df792cdb535776 \
+    --hash=sha256:64f02c6841d7d83f832cd97ccf8eb8a906d06eb95d5276069175c696b024b60a \
+    --hash=sha256:65bcd23054beab4d166035cabbc868a09c1a49d1efe458fe8e4361215df40265 \
+    --hash=sha256:66671f93accb62ed07da56613636f3641f1a12c13046ce91ffc923721f23c008 \
+    --hash=sha256:6696b7688f54f5af4462118f0bfa7c1621eeb87154f77fa04b9295ce7a8f2943 \
+    --hash=sha256:6785f414ae0f3c733c437e0f3929197934f526d19dfaa75e18fdb4f94c6fb374 \
+    --hash=sha256:67f6279d125ca0046a7fd386d01b311c6363844deac3e5b069b514ba3e63c246 \
+    --hash=sha256:6c114670c45346afedc0d947faf3c7f701051d2518b943679c8ff88befe14f8e \
+    --hash=sha256:6e0d51f618228538a3e8f46bd246f87a6cd030565e015803691603f55e12afb5 \
+    --hash=sha256:6ed74185b2db44f41ef35fd1617c5888e59792da9bbc9190d6c7300617182616 \
+    --hash=sha256:708838739abf24b2ceb208d0e22403dd018faeef86ddac04319a62ae884c4f15 \
+    --hash=sha256:715479b9a2802ecac752a3b0efa2b0b60285cf962ee38414211abdfccc233b41 \
+    --hash=sha256:733784b6d6def852c814bce5f318d25da2ee65dd4839a0718641c696e09a2960 \
+    --hash=sha256:750e02e074872a3fad7f233b47734166440af3cdea0add3e95163110816d6752 \
+    --hash=sha256:752a45dc4a6934060b3b0dab47e04edc3326575f82be64bc4fc293914566503e \
+    --hash=sha256:7579e913a5339fb8fa133f6bbcfd8e6749696206cf05acdbdca71a1b436d8e72 \
+    --hash=sha256:7641bb8895e77f921102f72833904dcd9901df5d6d72a2ab8f31d04b7e51e4e7 \
+    --hash=sha256:7804338df6fcc08105c7745f1502ba68d900f45fd770d5bdd5288ddccb8a42d8 \
+    --hash=sha256:80d04837f55fc81da168b98de4f4b797ef007fc8a79ab71c6ec9bc4dd662b15b \
+    --hash=sha256:813c0e0132266c08eb87469a642cb30aaff57c5f426255419572aaeceeaa7bf4 \
+    --hash=sha256:82b271f5137d07749f7bf32f70b17ab6eaabedd297e75dce75081a24f76eb545 \
+    --hash=sha256:84c018e49c3bf790f9c2771c45e9313a08c2c2a6342b162cd650258b57817706 \
+    --hash=sha256:8751d2787c9131302398b11e6c8068053dcb55d5a8964e114b6e196cf16cb366 \
+    --hash=sha256:8778f0c7a52e56f75d12dae53ae320fae900a8b9b4164b981b9c5ce059cd1fcb \
+    --hash=sha256:87fad7d9ba98c86bcb41b2dc8dbb326619be2562af1f8ff50776a39e55721c5a \
+    --hash=sha256:8d828b6667a32a728a1ad1d93957cdf37489c57b97ae6c4de2860fa749b8fc1e \
+    --hash=sha256:8e385e4267ab76874ae30db04c627faaaf0b509e1ccc11a95b3fc3e83f855c00 \
+    --hash=sha256:92a0a01ead5e668468e952e4238cccd7c537364eb7d851ab144ab6627dbbe12f \
+    --hash=sha256:94e1885b270625a9a828c9793b4d52a64445299baa1fea5a173bf1d3dd9a1a5a \
+    --hash=sha256:a180c5e59792af262bf263b21a3c49353f25945d8d9f70628e73de370d55e1e1 \
+    --hash=sha256:a277ab8928b9f299723bc1a2dabb1265911b1a76341f90a510368ca44ad9ab66 \
+    --hash=sha256:a5fe03b42827c13cdccd08e6c0247b6a6d4b5e3cdc53fd1749f5896adcdc2356 \
+    --hash=sha256:a6c5863edfbe888d9eff9c8b8087354e27618d9da76425c119293f11712a6319 \
+    --hash=sha256:a89c23ef8d2c6b27fd200a42aa4ac72786e7c60d40efdc76e6011260b6e949c4 \
+    --hash=sha256:adb2597b428735679446b46c8badf467b4ca5f5056aae4d51a19f9570301b1ad \
+    --hash=sha256:ae196f021b5e7c78e918242d217db021ed2a6ace2bc6ae94c0fc596221c7f58d \
+    --hash=sha256:ae89db9e5f98a11a4bf50407d4363e7b09b31e55bc117b4f7d80aab97ba009e5 \
+    --hash=sha256:aed52fea0513bac0ccde438c188c8a471c4e0f457c2dd20cdbf6ea7a450046c7 \
+    --hash=sha256:aef65cd602a6d0e0ff6f9930fcb1c8fec60dd2cfcb6facaf4bdb0e5873042db0 \
+    --hash=sha256:af21eb4409a119e365397b2adbaca4c9ccab56543a65d5dbd9f920d6ac29f686 \
+    --hash=sha256:b14b2d9dac08e28bb8046a1a0434b1750eb221c8f5b87a68f4fa11a6f97b5e34 \
+    --hash=sha256:bb6d88045545b26da47aa879dd4a89a71d1dce0f0e549b1abcb31dfe4a8eac49 \
+    --hash=sha256:bb8cc7534f51d9a017b93e3e85b260924f909601c3df002bcdb58ddb4dc41a5c \
+    --hash=sha256:bc17a677b21b3502a21f66a8cc64f5bfad4df8a0b8434d661666f8ce90ac3af1 \
+    --hash=sha256:bd6c2a1c7573c64738d716488d2cdd3c00e340e4835707d8fdb8dc1a66ef164e \
+    --hash=sha256:bd9b23791fe793e4968dba0c447e12f78e425c59fc0e3b97f6450f4781f3ee60 \
+    --hash=sha256:c03a41a8784091e67a39648f70c5f97b5b6a37f216896d44d2cdcb82615339a0 \
+    --hash=sha256:c0f081d69a6e58272819b70288d3221a6ee64b98df852631c80f293514d3b274 \
+    --hash=sha256:c35abb8bfff0185efac5878da64c45dafd2b37fb0383add1be155a763c1f083d \
+    --hash=sha256:c36c333c39be2dbca264d7803333c896ab8fa7d4d6f0ab7edb7dfd7aea6e98c0 \
+    --hash=sha256:c45e9440fb78f8ddabcf714b68f936737a121355bf59f3907f4e17721b9d1aae \
+    --hash=sha256:c593052c465475e64bbfe5dbd81680f64a67fdc752c56d7a0ae205dc8aeefe0f \
+    --hash=sha256:cdd68a1fb318e290a2077696b7eb7a21a49163c455979c639bf5a5dcdc46617d \
+    --hash=sha256:ce3412fbe1e31eb81ea42f4169ed94861c56e643189e1e75f0041f3fe7020abe \
+    --hash=sha256:cf1493cd8607bec4d8a7b9b004e699fcf8f9103a9284cc94962cb73d20f9d4a3 \
+    --hash=sha256:cf29836da5119f3c8a8a70667b0ef5fdca3bb12f80fd06487cfa575b3909b393 \
+    --hash=sha256:d4a48e5b3c2a489fae013b7589308a40146ee081f6f509e047e0e096084ceca1 \
+    --hash=sha256:d560742f3c0d62afaccf9f41fe485ed69bd7661a241f86a3ef0f0fb8b1a397af \
+    --hash=sha256:d6038d37043bced98a66e68d3aa2b6a35505dc01328cd65217cefe82f25def44 \
+    --hash=sha256:d61f00a0869d77422d9b2aba989e2d24afa6ffd552af442e0e58de4f35ea6d00 \
+    --hash=sha256:d635aab80466bc95771bb78d5370e74d36d1fe31467b6b29b8b57b2a3cd7d22c \
+    --hash=sha256:dca4bbc466a95ba9c0234ef56d7dd9509f63da22274589ebd4ed7f1f4d4c54e3 \
+    --hash=sha256:dd915403e231e6b1809fe9b6d9fc55cf8fb5e02765ac625d9cd623342a7905d7 \
+    --hash=sha256:e044c39e41b92c845bc815e5ae4230804e8e7bc29e399b0437d64222d92809dd \
+    --hash=sha256:e060d01aec0a910bdccb8be71faf34e7799ce36950f8294c8bf612cba65a2c9e \
+    --hash=sha256:e1421b502d83040e6d7fb2fb18dff63957f720da3d77b2fbd3187ceb63755d7b \
+    --hash=sha256:e17b8d5d6a8c47c85e68ca8379def1303fd360c3e22093a807cd34a71cd082b8 \
+    --hash=sha256:e5f4d355f0a2b1a31bc3edec6795b46324349c9cb25eed068049e4f472fb4259 \
+    --hash=sha256:e712b419df8ba5e42b226c510472b37bd57b38e897d3eca5e8cfd410a29fa859 \
+    --hash=sha256:e74327fb75de8986940def6e8dee4f127cc9752bee7355bb323cc5b2659b6d46 \
+    --hash=sha256:e80c8378d8f3d83cd3164da1ad2df9e37a666cdde7b1cb2298ed0b558064be30 \
+    --hash=sha256:e8ac484bf18ce6975760921bb6148041faa8fef0547200386ea0b52b5d27bf7b \
+    --hash=sha256:eca9705049ad3c7345d574e3510665cb2cf844c2f2dcfe675332677f081cbd46 \
+    --hash=sha256:ed065083d0898c9d5b4bbec7b026fd755ff7454e6e8b73a67f8c744b13986e24 \
+    --hash=sha256:edac0f1ab77644605be2cbba52e6b7f630731fc42b34cb0f634be1a6eface56a \
+    --hash=sha256:effc3f449787117233702311a1b7d8f59cba9ced946ba727bdc329ec69028e24 \
+    --hash=sha256:f22dec1690b584cea26fade98b2435c132c1b5f68e39f5a0b7627cd7ae31f1dc \
+    --hash=sha256:f495a1652cf3fbab2eb0639776dad966c2fb874d79d87ca07f9d5f059b8bd215 \
+    --hash=sha256:f496c9c3cc02230093d8330875c4c3cdfc3b73612a5fd921c65d39cbcef08063 \
+    --hash=sha256:f59099f9b66f0d7145115e6f80dd8b1d847176df89b234a5a6b3f00437aa0832 \
+    --hash=sha256:f59ad4c0e8f6bba240a9bb85504faa1ab438237199d4cce5f622761507b8f6a6 \
+    --hash=sha256:fbccdc05410c9ee21bbf16a35f4c1d16123dcdeb8a1d38f33654fa21d0234f79 \
+    --hash=sha256:fea24543955a6a729c45a73fe90e08c743f0b3334bbf3201e6c4bc1b0c7fa464
+    # via requests
+click==8.3.3 \
+    --hash=sha256:398329ad4837b2ff7cbe1dd166a4c0f8900c3ca3a218de04466f38f6497f18a2 \
+    --hash=sha256:a2bf429bb3033c89fa4936ffb35d5cb471e3719e1f3c8a7c3fff0b8314305613
+    # via typer
+colorama==0.4.6 ; sys_platform == 'win32' \
+    --hash=sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44 \
+    --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
+    # via
+    #   click
+    #   ipython
+    #   pytest
+    #   tqdm
+decorator==5.2.1 \
+    --hash=sha256:65f266143752f734b0a7cc83c46f4618af75b8c5911b00ccb61d0ac9b6da0360 \
+    --hash=sha256:d316bb415a2d9e2d2b3abcc4084c6502fc09240e292cd76a76afc106a1c8e04a
+    # via ipython
+dpath==2.2.0 \
+    --hash=sha256:34f7e630dc55ea3f219e555726f5da4b4b25f2200319c8e6902c394258dd6a3e \
+    --hash=sha256:b330a375ded0a0d2ed404440f6c6a715deae5313af40bbb01c8a41d891900576
+    # via policyengine-core
+et-xmlfile==2.0.0 \
+    --hash=sha256:7a91720bc756843502c3b7504c77b8fe44217c85c537d85037f0f536151b2caa \
+    --hash=sha256:dab3f4764309081ce75662649be815c4c9081e88f0837825f90fd28317d4da54
+    # via openpyxl
+executing==2.2.1 \
+    --hash=sha256:3632cc370565f6648cc328b32435bd120a1e4ebb20c77e3fdde9a13cd1e533c4 \
+    --hash=sha256:760643d3452b4d777d295bb167ccc74c64a81df23fb5e08eff250c425a4b2017
+    # via stack-data
+filelock==3.29.0 \
+    --hash=sha256:69974355e960702e789734cb4871f884ea6fe50bd8404051a3530bc07809cf90 \
+    --hash=sha256:96f5f6344709aa1572bbf631c640e4ebeeb519e08da902c39a001882f30ac258
+    # via huggingface-hub
+fsspec==2026.4.0 \
+    --hash=sha256:11ef7bb35dab8a394fde6e608221d5cf3e8499401c249bebaeaad760a1a8dec2 \
+    --hash=sha256:301d8ac70ae90ef3ad05dcf94d6c3754a097f9b5fe4667d2787aa359ec7df7e4
+    # via huggingface-hub
+h11==0.16.0 \
+    --hash=sha256:4e35b956cf45792e4caa5885e69fba00bdbc6ffafbfa020300e549b208ee5ff1 \
+    --hash=sha256:63cf8bbe7522de3bf65932fda1d9c2772064ffb3dae62d55932da54b31cb6c86
+    # via httpcore
+h5py==3.16.0 \
+    --hash=sha256:099f2525c9dcf28de366970a5fb34879aab20491589fa89ce2863a84218bb524 \
+    --hash=sha256:0f456f556e4e2cebeebd9d66adf8dc321770a42593494a0b6f0af54a7567b242 \
+    --hash=sha256:15922e485844f77c0b9d275396d435db3baa58292a9c2176a386e072e0cf2491 \
+    --hash=sha256:1677ad48b703f44efc9ea0c3ab284527f81bc4f318386aaaebc5fede6bbae56f \
+    --hash=sha256:171038f23bccddfc23f344cadabdfc9917ff554db6a0d417180d2747fe4c75a7 \
+    --hash=sha256:17d1f1630f92ad74494a9a7392ab25982ce2b469fc62da6074c0ce48366a2999 \
+    --hash=sha256:1897a771a7f40d05c262fc8f37376ec37873218544b70216872876c627640f63 \
+    --hash=sha256:18f2bbcd545e6991412253b98727374c356d67caa920e68dc79eab36bf5fedad \
+    --hash=sha256:2b2c02b0a160faed5fb33f1ba8a264a37ee240b22e049ecc827345d0d9043074 \
+    --hash=sha256:314b6054fe0b1051c2b0cb2df5cbdab15622fb05e80f202e3b6a5eee0d6fe365 \
+    --hash=sha256:346df559a0f7dcb31cf8e44805319e2ab24b8957c45e7708ce503b2ec79ba725 \
+    --hash=sha256:370a845f432c2c9619db8eed334d1e610c6015796122b0e57aa46312c22617d9 \
+    --hash=sha256:39c2838fb1e8d97bcf1755e60ad1f3dd76a7b2a475928dc321672752678b96db \
+    --hash=sha256:3e6cb3387c756de6a9492d601553dffea3fe11b5f22b443aac708c69f3f55e16 \
+    --hash=sha256:3fae9197390c325e62e0a1aa977f2f62d994aa87aab182abbea85479b791197c \
+    --hash=sha256:42108e93326c50c2810025aade9eac9d6827524cdccc7d4b75a546e5ab308edb \
+    --hash=sha256:42b012933a83e1a558c673176676a10ce2fd3759976a0fedee1e672d1e04fc9d \
+    --hash=sha256:43259303989ac8adacc9986695b31e35dba6fd1e297ff9c6a04b7da5542139cc \
+    --hash=sha256:4c6ab014ab704b4feaa719ae783b86522ed0bf1f82184704ed3c9e4e3228796e \
+    --hash=sha256:656f00e4d903199a1d58df06b711cf3ca632b874b4207b7dbec86185b5c8c7d4 \
+    --hash=sha256:698dd69291272642ffda44a0ecd6cd3bda5faf9621452d255f57ce91487b9794 \
+    --hash=sha256:719439d14b83f74eeb080e9650a6c7aa6d0d9ea0ca7f804347b05fac6fbf18af \
+    --hash=sha256:7c4dd4cf5f0a4e36083f73172f6cfc25a5710789269547f132a20975bfe2434c \
+    --hash=sha256:7e420b539fb6023a259a1b14d4c9f6df8cf50d7268f48e161169987a57b737ff \
+    --hash=sha256:8389e13a1fd745ad2856873e8187fd10268b2d9677877bb667b41aebd771d8b7 \
+    --hash=sha256:85b9c49dd58dc44cf70af944784e2c2038b6f799665d0dcbbc812a26e0faa859 \
+    --hash=sha256:86385ea895508220b8a7e45efa428aeafaa586bd737c7af9ee04661d8d84a10d \
+    --hash=sha256:8975273c2c5921c25700193b408e28d6bdd0111c37468b2d4e25dcec4cd1d84d \
+    --hash=sha256:8c1eff849cdd53cbc73c214c30ebdb6f1bb8b64790b4b4fc36acdb5e43570210 \
+    --hash=sha256:9300ad32dea9dfc5171f94d5f6948e159ed93e4701280b0f508773b3f582f402 \
+    --hash=sha256:96b422019a1c8975c2d5dadcf61d4ba6f01c31f92bbde6e4649607885fe502d6 \
+    --hash=sha256:9c9d307c0ef862d1cd5714f72ecfafe0a5d7529c44845afa8de9f46e5ba8bd65 \
+    --hash=sha256:a0dbaad796840ccaa67a4c144a0d0c8080073c34c76d5a6941d6818678ef2738 \
+    --hash=sha256:a6fbc5367d4046801f9b7db9191b31895f22f1c6df1f9987d667854cac493538 \
+    --hash=sha256:bdef06507725b455fccba9c16529121a5e1fbf56aa375f7d9713d9e8ff42454d \
+    --hash=sha256:c3f0a0e136f2e95dd0b67146abb6668af4f1a69c81ef8651a2d316e8e01de447 \
+    --hash=sha256:c5313566f4643121a78503a473f0fb1e6dcc541d5115c44f05e037609c565c4d \
+    --hash=sha256:df02dd29bd247f98674634dfe41f89fd7c16ba3d7de8695ec958f58404a4e618 \
+    --hash=sha256:dfc21898ff025f1e8e67e194965a95a8d4754f452f83454538f98f8a3fcb207e \
+    --hash=sha256:e06f864bedb2c8e7c1358e6c73af48519e317457c444d6f3d332bb4e8fa6d7d9 \
+    --hash=sha256:e2c04d129f180019e216ee5f9c40b78a418634091c8782e1f723a6ca3658b965 \
+    --hash=sha256:e4360f15875a532bc7b98196c7592ed4fc92672a57c0a621355961cafb17a6dd \
+    --hash=sha256:ec86d4fffd87a0f4cb3d5796ceb5a50123a2a6d99b43e616e5504e66a953eca3 \
+    --hash=sha256:fa48993a0b799737ba7fd21e2350fa0a60701e58180fae9f2de834bc39a147ab \
+    --hash=sha256:faca8fb4e4319c09d83337adc80b2ca7d5c5a343c2d6f1b6388f32cfecca13c1 \
+    --hash=sha256:fb1720028d99040792bb2fb31facb8da44a6f29df7697e0b84f0d79aff2e9bd3 \
+    --hash=sha256:ff24039e2573297787c3063df64b60aab0591980ac898329a08b0320e0cf2527 \
+    --hash=sha256:ffbab2fedd6581f6aa31cf1639ca2cb86e02779de525667892ebf4cc9fd26434
+    # via policyengine-core
+hf-xet==1.5.0 ; platform_machine == 'AMD64' or platform_machine == 'aarch64' or platform_machine == 'amd64' or platform_machine == 'arm64' or platform_machine == 'x86_64' \
+    --hash=sha256:1e60df5a42e9bed8628b6416af2cba4cba57ae9f02de226a06b020d98e1aab18 \
+    --hash=sha256:2806c7c17b4d23f8d88f7c4814f838c3b6150773fe339c20af23e1cfaf2797e4 \
+    --hash=sha256:2baea1b0b989e5c152fe81425f7745ddc8901280ba3d97c98d8cdece7b706c60 \
+    --hash=sha256:3531b1823a0e6d77d80f9ed15ca0e00f0d115094f8ac033d5cae88f4564cc949 \
+    --hash=sha256:4b35549ce62601b84da4ff9b24d970032ace3d4430f52d91bcbb26c901d6c690 \
+    --hash=sha256:526345b3ed45f374f6317349df489167606736c876241ba984105afe7fd4839d \
+    --hash=sha256:5906bf7718d3636dc13402914736abe723492cb730f744834f5f5b67d3a12702 \
+    --hash=sha256:5f3dc2248fc01cc0a00cd392ab497f1ca373fcbc7e3f2da1f452480b384e839e \
+    --hash=sha256:73a0dae8c71de3b0633a45c73f4a4a5ed09e94b43441d82981a781d4f12baa42 \
+    --hash=sha256:786d28e2eb8315d5035544b9d137b4a842d600c434bb91bf7d0d953cce906ad4 \
+    --hash=sha256:7d70fe2ce97b9db73b9c9b9c81fe3693640aec83416a966c446afea54acfae3c \
+    --hash=sha256:872d5601e6deea30d15865ede55d29eac6daf5a534ab417b99b6ef6b076dd96c \
+    --hash=sha256:8dbcbab554c9ef158ef2c991545c3e970ddd8cc7acdcd0a78c5a41095dab4ded \
+    --hash=sha256:9929561f5abf4581c8ea79587881dfef6b8abb2a0d8a51915936fc2a614f4e73 \
+    --hash=sha256:9a0ee58cd18d5ea799f7ed11290bbccbe56bdd8b1d97ca74b9cc49a3945d7a3b \
+    --hash=sha256:a60290ec57e9b71767fba7c3645ddafdd0759974b540441510c629c6db6db24a \
+    --hash=sha256:b285cea1b5bab46b758772716ba8d6854a1a0310fed1c249d678a8b38601e5a0 \
+    --hash=sha256:b6c9df403040248c76d808d3e047d64db2d923bae593eb244c41e425cf6cd7be \
+    --hash=sha256:c799d49f1a5544a0ef7591c0ee75e0d6b93d6f56dc7a4979f59f7518d2872216 \
+    --hash=sha256:cf7b2dc6f31a4ea754bb50f74cde482dcf5d366d184076d8530b9872787f3761 \
+    --hash=sha256:dad0dc84e941b8ba3c860659fe1fdc35c049d47cce293f003287757e971a8f56 \
+    --hash=sha256:e0fb0a34d9f406eed88233e829a67ec016bec5af19e480eac65a233ea289a948 \
+    --hash=sha256:e5de0f6deada0dada870bb376a11bcd1f08abf3a968a6d118f33e72d1b1eb480 \
+    --hash=sha256:f7b7bbae318e583a86fb21e5a4a175d6721d628a2874f4bd022d0e660c32a682 \
+    --hash=sha256:fd6e5a9b0fdac4ed03ed45ef79254a655b1aaab514a02202617fbf643f5fdf7a
+    # via huggingface-hub
+httpcore==1.0.9 \
+    --hash=sha256:2d400746a40668fc9dec9810239072b40b4484b640a8c38fd654a024c7a1bf55 \
+    --hash=sha256:6e34463af53fd2ab5d807f399a9b45ea31c3dfa2276f15a2c3f00afff6e176e8
+    # via httpx
+httpx==0.28.1 \
+    --hash=sha256:75e98c5f16b0f35b567856f597f06ff2270a374470a5c2392242528e3e3e42fc \
+    --hash=sha256:d909fcccc110f8c7faf814ca82a9a4d816bc5a6dbfea25d6591d6985b8ba59ad
+    # via huggingface-hub
+huggingface-hub==1.14.0 \
+    --hash=sha256:d6d2c9cd6be1d02ae9ec6672d5587d10a427f377db688e82528f426a041622c2 \
+    --hash=sha256:efe075535c62e130b30e836b138e13785f6f043d1f0539e0a39aa411a99e90b8
+    # via policyengine-core
+idna==3.13 \
+    --hash=sha256:585ea8fe5d69b9181ec1afba340451fba6ba764af97026f92a91d4eef164a242 \
+    --hash=sha256:892ea0cde124a99ce773decba204c5552b69c3c67ffd5f232eb7696135bc8bb3
+    # via
+    #   anyio
+    #   httpx
+    #   requests
+iniconfig==2.3.0 \
+    --hash=sha256:c76315c77db068650d49c5b56314774a7804df16fee4402c1f19d6d15d8c4730 \
+    --hash=sha256:f631c04d2c48c52b84d0d0549c99ff3859c98df65b3101406327ecc7d53fbf12
+    # via pytest
+ipython==8.39.0 \
+    --hash=sha256:4110ae96012c379b8b6db898a07e186c40a2a1ef5d57a7fa83166047d9da7624 \
+    --hash=sha256:bb3c51c4fa8148ab1dea07a79584d1c854e234ea44aa1283bcb37bc75054651f
+    # via
+    #   policyengine-core
+    #   pyvis
+jedi==0.20.0 \
+    --hash=sha256:7bdd9c2634f56713299976f4cbd59cb3fa92165cc5e05ea811fb253480728b67 \
+    --hash=sha256:c3f4ccbd276696f4b19c54618d4fb18f9fc24b0aef02acf704b23f487daa1011
+    # via ipython
+jellyfish==1.2.1 \
+    --hash=sha256:0028857c5381c9d55e21cc6cb0d7f9545c3a9a7bb7dbca3960fe0a898c691ac2 \
+    --hash=sha256:01647c12261bc1f7b102e918e7665497176d87f6fc96271439c8855872bc2606 \
+    --hash=sha256:0368596e176bf548b3be2979ff33e274fb6d5e13b2cebe85137b8b698b002a85 \
+    --hash=sha256:05be396aebe3dce7a8cb2f97727ecdf99e86457c48e97190775dce33f8b7e39d \
+    --hash=sha256:07b022412ebece96759006cb015d46b8218d7f896d8b327c6bbee784ddf38ed9 \
+    --hash=sha256:0b21c1596ce283fd7ee954eb0eeb007d59e480364324bcd91ad55146e91f3936 \
+    --hash=sha256:1098ce1f84ae3f147f0a18a6803ffb09b9c8cd5fedce42465643ca0b5c9d0224 \
+    --hash=sha256:10da696747e2de0336180fd5ba77ef769a7c80f9743123545f7fc0251efbbcec \
+    --hash=sha256:1354b558a0a16597b6032dd0af64bebd24994f7e7484cf14993320eb764b06cb \
+    --hash=sha256:137cfcc26396d0f2e1265ac61f800bb921921ea722a43dd897e58190f767c474 \
+    --hash=sha256:13f1ac9caba22af10bfe42f674822643c0266009f882e0fe652079706dc5d13a \
+    --hash=sha256:14bbb30d988dec1d12183cf5d4621c908f98add2009c72a185e8c3e8d00b804f \
+    --hash=sha256:15318c13070fe6d9caeb7e10f9cdf89ff47c9d20f05a9a2c0d3b5cb8062a7033 \
+    --hash=sha256:1a3ccff843822e7f3ad6f91662488a3630724c8587976bce114f3c7238e8ffa1 \
+    --hash=sha256:1ffeeb6c78c45fbb6d2a22b0173fb8a6af849001d6c26fab49c525136dbd9734 \
+    --hash=sha256:212aaf177236192a735bbbf5938717aa8518d14a25b08b015e47e783e70be060 \
+    --hash=sha256:21baa92d4a5112167721156f6d061c2ae105f2995b3a5e19cec6662928f0c439 \
+    --hash=sha256:2348f698f9c1d72023afc8d39939045421a01da9b7e3078e3029227e35f28419 \
+    --hash=sha256:29cfa8bfb72aacf2d611a3313b358ed4d4140fa3d3efcffea750c8e7f8acb1aa \
+    --hash=sha256:2c28a4ae3e201e1c1b7bacacd40e2e76c4068b90c9ae3a0d525e0ac98206f1cc \
+    --hash=sha256:32581c50b34a09889b2d96796170e53da313a1e7fde32be63c82e50e7e791e3c \
+    --hash=sha256:32a85b752cb51463face13e2b1797cfa617cd7fb7073f15feaa4020a86a346ce \
+    --hash=sha256:393f609fd6139ce782e747e22c399483ffc58341009e6a97e39ffe5f5b2c674c \
+    --hash=sha256:4072e21ad4036af41bd57b447b1dda64fe60aa679cfa8854ba0a0338152439f1 \
+    --hash=sha256:451ddf4094e108e33d3b86d7817a7e20a2c5e6812d08c34ee22f6a595f38dcca \
+    --hash=sha256:4a21d7eda5e6996772055f798e3fe1de1b33b3edad7f6cf0567097a21585a812 \
+    --hash=sha256:4b013876109d91fa6fc871ffa4e0dbfda11820c33dc4ad0e2967b3fc1187f804 \
+    --hash=sha256:4b28fcefc0c3534277ff0306e6c10672fb050f4784b5f3be7037e80801569fb5 \
+    --hash=sha256:4b3e3223aaad74e18aacc74775e01815e68af810258ceea6fa6a81b19f384312 \
+    --hash=sha256:4c5acb213aa75a61bcfc176566e20f2503069667e760d83d403b59e115fef0dd \
+    --hash=sha256:4e36d9000d4f7e1a35689a74ec7749d27a216dfa6c47cac2e5ad3de8a523bd69 \
+    --hash=sha256:509355ebedec69a8bf0cc113a6bf9c01820d12fe2eea44f47dfa809faf2d5463 \
+    --hash=sha256:5335f622458aa105289a8e358bc32ecd1b9634b6ffec3e77ea3577e49c297171 \
+    --hash=sha256:536c80d8d4ec7f39cbb10b85d926ff96cef3cde4a83ca0991c07cd9835d5dc13 \
+    --hash=sha256:56da7632e029912af25e25422fae3b6df318400297d552791f4b21da6d815ed6 \
+    --hash=sha256:5bda2275f31a64adf3483e39f7a4e2107f7dfe3a3f85f0d2c0cb6ae5fbe4a443 \
+    --hash=sha256:5fa0ba0946f3c274f6a87aaa3c631dc70a363bd46cceea828ce777e8db653b6f \
+    --hash=sha256:63770120cc3386dcc13bcc4df508ab281a6b14c3b2c0e33586439a6c40ee122f \
+    --hash=sha256:675ab43840488944899ca87f02d4813c1e32107e56afaba7489705a70214e8aa \
+    --hash=sha256:68080af234256ef943f0add6fc79816b0c643d8df291c17a85c1b6e45bdfbb96 \
+    --hash=sha256:68ea3ddd4dae1152a7f7155ef02a7bfad919611158d71b301f9aa167685819af \
+    --hash=sha256:6a49ce2a580edd3b16b69421137deef464e2f8907f9ef906d49950b1a52908c1 \
+    --hash=sha256:6c51e565f85ce38cf9388c4f916d53888b0fa34788fcebe3aff3db24948e0960 \
+    --hash=sha256:6d2bac5982d7a08759ea487bfa00149e6aa8a3be7cd43c4ed1be1e3505425c69 \
+    --hash=sha256:6e76b23431a667cd485fb562428d1ad29bae9fdd0fcdfb5a51cc8087bae0e88c \
+    --hash=sha256:72d2fda61b23babe862018729be73c8b0dc12e3e6601f36f6e65d905e249f4db \
+    --hash=sha256:748dc45a0394fbe9120b8b3b9a39fab0967c7e2d6ecdd5304af018e774f80f96 \
+    --hash=sha256:7853d2ed7d6929c029312ec849410f1ea7ae76ce72ad1140fb73f6e8a1e6aa4f \
+    --hash=sha256:80a49eb817eaa6591f43a31e5c93d79904de62537f029907ef88c050d781a638 \
+    --hash=sha256:91cad49a4fb731b726afc5ae385a3217a7016ed88a04da40c131cff8136a5db5 \
+    --hash=sha256:98a133b40dc00cfda6609e1b0cb0ab0b77796fc2719aae886a12009514f73499 \
+    --hash=sha256:9913789a98ccf49213fbb1dabc597847a0ec33d3b0e151689498f4b38ba9be0f \
+    --hash=sha256:9930e20f0e9f65ad1d57d98290c2be3abd75812d058815605f44a56056fb9a66 \
+    --hash=sha256:9a73b5c6425a70ebd440579a677eb4f03b327b2f59090db34e6c937aeea5aabd \
+    --hash=sha256:9c747ae5c0fb4bd519f6abbfe4bd704b2f1c63fd4dd3dbb8d8864478974e1571 \
+    --hash=sha256:9d4448c874959ae012cda0f6d570ac0bd7f0fcf12007714eaebf86b86919b66f \
+    --hash=sha256:a058f4c6a591d5e5a47569f5648a26303ba19c76a960fef7e0beba2aa959e52e \
+    --hash=sha256:a0ef6f0ecc085c1f8fddb048f538c8bb89989e5d470eab45d4e9bd48ee73a40d \
+    --hash=sha256:a3cab91020e3ff7565e55a611ec3e3257c093ac950d55778a48bfc8c57562b6e \
+    --hash=sha256:ab1bfea271ce4bda09d975080d5465cf5a8b127e7c0ea61ea3f972417a7a2193 \
+    --hash=sha256:b35d4b5b688f759ffd075190a9850b04671bad14c5b37124eb43e99306ec16ea \
+    --hash=sha256:b37b76ea338c4a473c34a9b9e1e033a78aafb9040a8c0eea579fc5805d8e4b46 \
+    --hash=sha256:b8986d9768daddd5e87abf513ae168ea0afe690a444d4c82d5b1b14b0d045820 \
+    --hash=sha256:baa30c7b59bd1c5e105693108a6d7a98f3e7a1a59e23e15bc5897b91fd5849f5 \
+    --hash=sha256:bcdcd603a7737cd3f5a2ab10ce9b49844329deb81c2daafcd8131e54fc730205 \
+    --hash=sha256:bd186c041d9be86c4fa5e2490943ce5d7f05b472f45d7f49426f259f3dd20bc4 \
+    --hash=sha256:bebccd0652ac1c7e438ae1f451edefde63d14b3af6f6daa30c599919dcb92886 \
+    --hash=sha256:c3c18f13175a9c90f3abd8805720b0eb3e10eca1d5d4e0cf57722b2a62d62016 \
+    --hash=sha256:c499ea3a134130797c50e367687a6a46a12653c59af381bee92c41a5ab0bd55d \
+    --hash=sha256:c85aa2bc76a36d92a3197f406f86636664d5b323727dfec4fa2842a8a24a06ae \
+    --hash=sha256:c888f624d03e55e501bc438906505c79fb307d8da37a6dda18dd1ac2e6d5ea9c \
+    --hash=sha256:cf6cd68921f2bacc547ba1cf64ad0e76bc1727f3bab13bba2e5f5869aba038b1 \
+    --hash=sha256:d2b56a1fd2c5126c4a3362ec4470291cdd3c7daa22f583da67e75e30dc425ce6 \
+    --hash=sha256:d7be8021658b46b22500a77f1707901bd98fc210f185c229b81c74efd3c1baf2 \
+    --hash=sha256:db97d873f23b0c15b4ed911ece10e5cc0bb96cdc53666d5c3788bd0af81807f1 \
+    --hash=sha256:dd895cf63fac0a9f11b524fff810d9a6081dcf3c518b34172ac8684eb504dd43 \
+    --hash=sha256:ddf05ea471da2808d77ecfa425d8884124b4754f4d483afa7703b6655530cf5c \
+    --hash=sha256:e1b990fb15985571616f7f40a12d6fa062897b19fb5359b6dec3cd811d802c24 \
+    --hash=sha256:e4a210a960f3917da757b0581750b6e0a8db9acef68dafbc1b6e2ae39e847ba8 \
+    --hash=sha256:e5977810972c6f0b2e61252c4758fd5aee21abf663ff309881195a99d37daa94 \
+    --hash=sha256:e967e67058b78189d2b20a9586c7720a05ec4a580d6a98c796cd5cd2b7b11303 \
+    --hash=sha256:ecf62d4aad0baa8832ab60f96e7baedbe6558bd292597503d927e9c5bce745d8 \
+    --hash=sha256:f121218dc33fb318c34ddd889dc7362606ce1316af2bb63b73cc1df81523ca34 \
+    --hash=sha256:f69aeb08659a6c81d559bbe319075e3417434ae5b3a5e4a758d1c4055a03497a \
+    --hash=sha256:fb3c6e537cb4605c22895a8d4a10cdb26611ba2bbfc7f0b4c1d06bb9d8aad648
+    # via us
+jinja2==3.1.6 \
+    --hash=sha256:0137fb05990d35f1275a587e9aee6d56da821fc83491a0fb838183be43f66d6d \
+    --hash=sha256:85ece4451f492d0c13c5dd7c13a64681a86afae63a5f347908daf103ce6d2f67
+    # via pyvis
+jsonpickle==4.1.1 \
+    --hash=sha256:bb141da6057898aa2438ff268362b126826c812a1721e31cf08a6e142910dc91 \
+    --hash=sha256:f86e18f13e2b96c1c1eede0b7b90095bbb61d99fedc14813c44dc2f361dbbae1
+    # via pyvis
+jsonschema==4.26.0 \
+    --hash=sha256:0c26707e2efad8aa1bfc5b7ce170f3fccc2e4918ff85989ba9ffa9facb2be326 \
+    --hash=sha256:d489f15263b8d200f8387e64b4c3a75f06629559fb73deb8fdfb525f2dab50ce
+    # via policyengine
+jsonschema-specifications==2025.9.1 \
+    --hash=sha256:98802fee3a11ee76ecaca44429fda8a41bff98b00a0f2838151b113f210cc6fe \
+    --hash=sha256:b540987f239e745613c7a9176f3edb72b832a4ac465cf02712288397832b5e8d
+    # via jsonschema
+markdown-it-py==4.2.0 \
+    --hash=sha256:04a21681d6fbb623de53f6f364d352309d4094dd4194040a10fd51833e418d49 \
+    --hash=sha256:9f7ebbcd14fe59494226453aed97c1070d83f8d24b6fc3a3bcf9a38092641c4a
+    # via rich
+markupsafe==3.0.3 \
+    --hash=sha256:0303439a41979d9e74d18ff5e2dd8c43ed6c6001fd40e5bf2e43f7bd9bbc523f \
+    --hash=sha256:068f375c472b3e7acbe2d5318dea141359e6900156b5b2ba06a30b169086b91a \
+    --hash=sha256:0bf2a864d67e76e5c9a34dc26ec616a66b9888e25e7b9460e1c76d3293bd9dbf \
+    --hash=sha256:0db14f5dafddbb6d9208827849fad01f1a2609380add406671a26386cdf15a19 \
+    --hash=sha256:0eb9ff8191e8498cca014656ae6b8d61f39da5f95b488805da4bb029cccbfbaf \
+    --hash=sha256:0f4b68347f8c5eab4a13419215bdfd7f8c9b19f2b25520968adfad23eb0ce60c \
+    --hash=sha256:1085e7fbddd3be5f89cc898938f42c0b3c711fdcb37d75221de2666af647c175 \
+    --hash=sha256:116bb52f642a37c115f517494ea5feb03889e04df47eeff5b130b1808ce7c219 \
+    --hash=sha256:12c63dfb4a98206f045aa9563db46507995f7ef6d83b2f68eda65c307c6829eb \
+    --hash=sha256:133a43e73a802c5562be9bbcd03d090aa5a1fe899db609c29e8c8d815c5f6de6 \
+    --hash=sha256:1353ef0c1b138e1907ae78e2f6c63ff67501122006b0f9abad68fda5f4ffc6ab \
+    --hash=sha256:15d939a21d546304880945ca1ecb8a039db6b4dc49b2c5a400387cdae6a62e26 \
+    --hash=sha256:177b5253b2834fe3678cb4a5f0059808258584c559193998be2601324fdeafb1 \
+    --hash=sha256:1872df69a4de6aead3491198eaf13810b565bdbeec3ae2dc8780f14458ec73ce \
+    --hash=sha256:1b4b79e8ebf6b55351f0d91fe80f893b4743f104bff22e90697db1590e47a218 \
+    --hash=sha256:1b52b4fb9df4eb9ae465f8d0c228a00624de2334f216f178a995ccdcf82c4634 \
+    --hash=sha256:1ba88449deb3de88bd40044603fafffb7bc2b055d626a330323a9ed736661695 \
+    --hash=sha256:1cc7ea17a6824959616c525620e387f6dd30fec8cb44f649e31712db02123dad \
+    --hash=sha256:218551f6df4868a8d527e3062d0fb968682fe92054e89978594c28e642c43a73 \
+    --hash=sha256:26a5784ded40c9e318cfc2bdb30fe164bdb8665ded9cd64d500a34fb42067b1c \
+    --hash=sha256:2713baf880df847f2bece4230d4d094280f4e67b1e813eec43b4c0e144a34ffe \
+    --hash=sha256:2a15a08b17dd94c53a1da0438822d70ebcd13f8c3a95abe3a9ef9f11a94830aa \
+    --hash=sha256:2f981d352f04553a7171b8e44369f2af4055f888dfb147d55e42d29e29e74559 \
+    --hash=sha256:32001d6a8fc98c8cb5c947787c5d08b0a50663d139f1305bac5885d98d9b40fa \
+    --hash=sha256:3524b778fe5cfb3452a09d31e7b5adefeea8c5be1d43c4f810ba09f2ceb29d37 \
+    --hash=sha256:3537e01efc9d4dccdf77221fb1cb3b8e1a38d5428920e0657ce299b20324d758 \
+    --hash=sha256:35add3b638a5d900e807944a078b51922212fb3dedb01633a8defc4b01a3c85f \
+    --hash=sha256:38664109c14ffc9e7437e86b4dceb442b0096dfe3541d7864d9cbe1da4cf36c8 \
+    --hash=sha256:3a7e8ae81ae39e62a41ec302f972ba6ae23a5c5396c8e60113e9066ef893da0d \
+    --hash=sha256:3b562dd9e9ea93f13d53989d23a7e775fdfd1066c33494ff43f5418bc8c58a5c \
+    --hash=sha256:457a69a9577064c05a97c41f4e65148652db078a3a509039e64d3467b9e7ef97 \
+    --hash=sha256:4bd4cd07944443f5a265608cc6aab442e4f74dff8088b0dfc8238647b8f6ae9a \
+    --hash=sha256:4e885a3d1efa2eadc93c894a21770e4bc67899e3543680313b09f139e149ab19 \
+    --hash=sha256:4faffd047e07c38848ce017e8725090413cd80cbc23d86e55c587bf979e579c9 \
+    --hash=sha256:509fa21c6deb7a7a273d629cf5ec029bc209d1a51178615ddf718f5918992ab9 \
+    --hash=sha256:5678211cb9333a6468fb8d8be0305520aa073f50d17f089b5b4b477ea6e67fdc \
+    --hash=sha256:591ae9f2a647529ca990bc681daebdd52c8791ff06c2bfa05b65163e28102ef2 \
+    --hash=sha256:5a7d5dc5140555cf21a6fefbdbf8723f06fcd2f63ef108f2854de715e4422cb4 \
+    --hash=sha256:69c0b73548bc525c8cb9a251cddf1931d1db4d2258e9599c28c07ef3580ef354 \
+    --hash=sha256:6b5420a1d9450023228968e7e6a9ce57f65d148ab56d2313fcd589eee96a7a50 \
+    --hash=sha256:722695808f4b6457b320fdc131280796bdceb04ab50fe1795cd540799ebe1698 \
+    --hash=sha256:729586769a26dbceff69f7a7dbbf59ab6572b99d94576a5592625d5b411576b9 \
+    --hash=sha256:77f0643abe7495da77fb436f50f8dab76dbc6e5fd25d39589a0f1fe6548bfa2b \
+    --hash=sha256:795e7751525cae078558e679d646ae45574b47ed6e7771863fcc079a6171a0fc \
+    --hash=sha256:7be7b61bb172e1ed687f1754f8e7484f1c8019780f6f6b0786e76bb01c2ae115 \
+    --hash=sha256:7c3fb7d25180895632e5d3148dbdc29ea38ccb7fd210aa27acbd1201a1902c6e \
+    --hash=sha256:7e68f88e5b8799aa49c85cd116c932a1ac15caaa3f5db09087854d218359e485 \
+    --hash=sha256:83891d0e9fb81a825d9a6d61e3f07550ca70a076484292a70fde82c4b807286f \
+    --hash=sha256:8485f406a96febb5140bfeca44a73e3ce5116b2501ac54fe953e488fb1d03b12 \
+    --hash=sha256:8709b08f4a89aa7586de0aadc8da56180242ee0ada3999749b183aa23df95025 \
+    --hash=sha256:8f71bc33915be5186016f675cd83a1e08523649b0e33efdb898db577ef5bb009 \
+    --hash=sha256:915c04ba3851909ce68ccc2b8e2cd691618c4dc4c4232fb7982bca3f41fd8c3d \
+    --hash=sha256:949b8d66bc381ee8b007cd945914c721d9aba8e27f71959d750a46f7c282b20b \
+    --hash=sha256:94c6f0bb423f739146aec64595853541634bde58b2135f27f61c1ffd1cd4d16a \
+    --hash=sha256:9a1abfdc021a164803f4d485104931fb8f8c1efd55bc6b748d2f5774e78b62c5 \
+    --hash=sha256:9b79b7a16f7fedff2495d684f2b59b0457c3b493778c9eed31111be64d58279f \
+    --hash=sha256:a320721ab5a1aba0a233739394eb907f8c8da5c98c9181d1161e77a0c8e36f2d \
+    --hash=sha256:a4afe79fb3de0b7097d81da19090f4df4f8d3a2b3adaa8764138aac2e44f3af1 \
+    --hash=sha256:ad2cf8aa28b8c020ab2fc8287b0f823d0a7d8630784c31e9ee5edea20f406287 \
+    --hash=sha256:b8512a91625c9b3da6f127803b166b629725e68af71f8184ae7e7d54686a56d6 \
+    --hash=sha256:bc51efed119bc9cfdf792cdeaa4d67e8f6fcccab66ed4bfdd6bde3e59bfcbb2f \
+    --hash=sha256:bdc919ead48f234740ad807933cdf545180bfbe9342c2bb451556db2ed958581 \
+    --hash=sha256:bdd37121970bfd8be76c5fb069c7751683bdf373db1ed6c010162b2a130248ed \
+    --hash=sha256:be8813b57049a7dc738189df53d69395eba14fb99345e0a5994914a3864c8a4b \
+    --hash=sha256:c0c0b3ade1c0b13b936d7970b1d37a57acde9199dc2aecc4c336773e1d86049c \
+    --hash=sha256:c47a551199eb8eb2121d4f0f15ae0f923d31350ab9280078d1e5f12b249e0026 \
+    --hash=sha256:c4ffb7ebf07cfe8931028e3e4c85f0357459a3f9f9490886198848f4fa002ec8 \
+    --hash=sha256:ccfcd093f13f0f0b7fdd0f198b90053bf7b2f02a3927a30e63f3ccc9df56b676 \
+    --hash=sha256:d2ee202e79d8ed691ceebae8e0486bd9a2cd4794cec4824e1c99b6f5009502f6 \
+    --hash=sha256:d53197da72cc091b024dd97249dfc7794d6a56530370992a5e1a08983ad9230e \
+    --hash=sha256:d6dd0be5b5b189d31db7cda48b91d7e0a9795f31430b7f271219ab30f1d3ac9d \
+    --hash=sha256:d88b440e37a16e651bda4c7c2b930eb586fd15ca7406cb39e211fcff3bf3017d \
+    --hash=sha256:de8a88e63464af587c950061a5e6a67d3632e36df62b986892331d4620a35c01 \
+    --hash=sha256:df2449253ef108a379b8b5d6b43f4b1a8e81a061d6537becd5582fba5f9196d7 \
+    --hash=sha256:e1c1493fb6e50ab01d20a22826e57520f1284df32f2d8601fdd90b6304601419 \
+    --hash=sha256:e1cf1972137e83c5d4c136c43ced9ac51d0e124706ee1c8aa8532c1287fa8795 \
+    --hash=sha256:e2103a929dfa2fcaf9bb4e7c091983a49c9ac3b19c9061b6d5427dd7d14d81a1 \
+    --hash=sha256:e56b7d45a839a697b5eb268c82a71bd8c7f6c94d6fd50c3d577fa39a9f1409f5 \
+    --hash=sha256:e8afc3f2ccfa24215f8cb28dcf43f0113ac3c37c2f0f0806d8c70e4228c5cf4d \
+    --hash=sha256:e8fc20152abba6b83724d7ff268c249fa196d8259ff481f3b1476383f8f24e42 \
+    --hash=sha256:eaa9599de571d72e2daf60164784109f19978b327a3910d3e9de8c97b5b70cfe \
+    --hash=sha256:ec15a59cf5af7be74194f7ab02d0f59a62bdcf1a537677ce67a2537c9b87fcda \
+    --hash=sha256:f190daf01f13c72eac4efd5c430a8de82489d9cff23c364c3ea822545032993e \
+    --hash=sha256:f34c41761022dd093b4b6896d4810782ffbabe30f2d443ff5f083e0cbbb8c737 \
+    --hash=sha256:f3e98bb3798ead92273dc0e5fd0f31ade220f59a266ffd8a4f6065e0a3ce0523 \
+    --hash=sha256:f42d0984e947b8adf7dd6dde396e720934d12c506ce84eea8476409563607591 \
+    --hash=sha256:f71a396b3bf33ecaa1626c255855702aca4d3d9fea5e051b41ac59a9c1c41edc \
+    --hash=sha256:f9e130248f4462aaa8e2552d547f36ddadbeaa573879158d721bbd33dfe4743a \
+    --hash=sha256:fed51ac40f757d41b7c48425901843666a6677e3e8eb0abcff09e4ba6e664f50
+    # via jinja2
+matplotlib-inline==0.2.2 \
+    --hash=sha256:3c821cf1c209f59fb2d2d64abbf5b23b67bcb2210d663f9918dd851c6da1fcf6 \
+    --hash=sha256:72f3fe8fce36b70d4a5b612f899090cd0401deddc4ea90e1572b9f4bfb058c79
+    # via ipython
+mdurl==0.1.2 \
+    --hash=sha256:84008a41e51615a49fc9966191ff91509e3c40b939176e643fd50a5c2196b8f8 \
+    --hash=sha256:bb413d29f5eea38f31dd4754dd7377d4465116fb207585f97bf925588687c1ba
+    # via markdown-it-py
+microdf-python==1.3.0 \
+    --hash=sha256:e17757a198648108eae24f39384e27b5ae8061acf1b43fa56520010dc00a7b55 \
+    --hash=sha256:f352fe32c25a4fd6d6188ef6aaca0214b53b29a8a7913aca6af0362dd9c922bd
+    # via
+    #   policyengine
+    #   policyengine-core
+    #   policyengine-uk
+    #   policyengine-us
+msgpack==1.1.2 \
+    --hash=sha256:0051fffef5a37ca2cd16978ae4f0aef92f164df86823871b5162812bebecd8e2 \
+    --hash=sha256:04fb995247a6e83830b62f0b07bf36540c213f6eac8e851166d8d86d83cbd014 \
+    --hash=sha256:180759d89a057eab503cf62eeec0aa61c4ea1200dee709f3a8e9397dbb3b6931 \
+    --hash=sha256:1d1418482b1ee984625d88aa9585db570180c286d942da463533b238b98b812b \
+    --hash=sha256:1de460f0403172cff81169a30b9a92b260cb809c4cb7e2fc79ae8d0510c78b6b \
+    --hash=sha256:1fdf7d83102bf09e7ce3357de96c59b627395352a4024f6e2458501f158bf999 \
+    --hash=sha256:1fff3d825d7859ac888b0fbda39a42d59193543920eda9d9bea44d958a878029 \
+    --hash=sha256:283ae72fc89da59aa004ba147e8fc2f766647b1251500182fac0350d8af299c0 \
+    --hash=sha256:2929af52106ca73fcb28576218476ffbb531a036c2adbcf54a3664de124303e9 \
+    --hash=sha256:2e86a607e558d22985d856948c12a3fa7b42efad264dca8a3ebbcfa2735d786c \
+    --hash=sha256:350ad5353a467d9e3b126d8d1b90fe05ad081e2e1cef5753f8c345217c37e7b8 \
+    --hash=sha256:354e81bcdebaab427c3df4281187edc765d5d76bfb3a7c125af9da7a27e8458f \
+    --hash=sha256:365c0bbe981a27d8932da71af63ef86acc59ed5c01ad929e09a0b88c6294e28a \
+    --hash=sha256:372839311ccf6bdaf39b00b61288e0557916c3729529b301c52c2d88842add42 \
+    --hash=sha256:3b60763c1373dd60f398488069bcdc703cd08a711477b5d480eecc9f9626f47e \
+    --hash=sha256:41d1a5d875680166d3ac5c38573896453bbbea7092936d2e107214daf43b1d4f \
+    --hash=sha256:42eefe2c3e2af97ed470eec850facbe1b5ad1d6eacdbadc42ec98e7dcf68b4b7 \
+    --hash=sha256:446abdd8b94b55c800ac34b102dffd2f6aa0ce643c55dfc017ad89347db3dbdb \
+    --hash=sha256:454e29e186285d2ebe65be34629fa0e8605202c60fbc7c4c650ccd41870896ef \
+    --hash=sha256:4efd7b5979ccb539c221a4c4e16aac1a533efc97f3b759bb5a5ac9f6d10383bf \
+    --hash=sha256:5559d03930d3aa0f3aacb4c42c776af1a2ace2611871c84a75afe436695e6245 \
+    --hash=sha256:5928604de9b032bc17f5099496417f113c45bc6bc21b5c6920caf34b3c428794 \
+    --hash=sha256:59415c6076b1e30e563eb732e23b994a61c159cec44deaf584e5cc1dd662f2af \
+    --hash=sha256:5a46bf7e831d09470ad92dff02b8b1ac92175ca36b087f904a0519857c6be3ff \
+    --hash=sha256:602b6740e95ffc55bfb078172d279de3773d7b7db1f703b2f1323566b878b90e \
+    --hash=sha256:61c8aa3bd513d87c72ed0b37b53dd5c5a0f58f2ff9f26e1555d3bd7948fb7296 \
+    --hash=sha256:67016ae8c8965124fdede9d3769528ad8284f14d635337ffa6a713a580f6c030 \
+    --hash=sha256:6bde749afe671dc44893f8d08e83bf475a1a14570d67c4bb5cec5573463c8833 \
+    --hash=sha256:6c15b7d74c939ebe620dd8e559384be806204d73b4f9356320632d783d1f7939 \
+    --hash=sha256:70a0dff9d1f8da25179ffcf880e10cf1aad55fdb63cd59c9a49a1b82290062aa \
+    --hash=sha256:70c5a7a9fea7f036b716191c29047374c10721c389c21e9ffafad04df8c52c90 \
+    --hash=sha256:7bc8813f88417599564fafa59fd6f95be417179f76b40325b500b3c98409757c \
+    --hash=sha256:80a0ff7d4abf5fecb995fcf235d4064b9a9a8a40a3ab80999e6ac1e30b702717 \
+    --hash=sha256:86f8136dfa5c116365a8a651a7d7484b65b13339731dd6faebb9a0242151c406 \
+    --hash=sha256:897c478140877e5307760b0ea66e0932738879e7aa68144d9b78ea4c8302a84a \
+    --hash=sha256:8b696e83c9f1532b4af884045ba7f3aa741a63b2bc22617293a2c6a7c645f251 \
+    --hash=sha256:8e22ab046fa7ede9e36eeb4cfad44d46450f37bb05d5ec482b02868f451c95e2 \
+    --hash=sha256:94fd7dc7d8cb0a54432f296f2246bc39474e017204ca6f4ff345941d4ed285a7 \
+    --hash=sha256:99e2cb7b9031568a2a5c73aa077180f93dd2e95b4f8d3b8e14a73ae94a9e667e \
+    --hash=sha256:9ade919fac6a3e7260b7f64cea89df6bec59104987cbea34d34a2fa15d74310b \
+    --hash=sha256:9fba231af7a933400238cb357ecccf8ab5d51535ea95d94fc35b7806218ff844 \
+    --hash=sha256:a465f0dceb8e13a487e54c07d04ae3ba131c7c5b95e2612596eafde1dccf64a9 \
+    --hash=sha256:a605409040f2da88676e9c9e5853b3449ba8011973616189ea5ee55ddbc5bc87 \
+    --hash=sha256:a668204fa43e6d02f89dbe79a30b0d67238d9ec4c5bd8a940fc3a004a47b721b \
+    --hash=sha256:a7787d353595c7c7e145e2331abf8b7ff1e6673a6b974ded96e6d4ec09f00c8c \
+    --hash=sha256:a8f6e7d30253714751aa0b0c84ae28948e852ee7fb0524082e6716769124bc23 \
+    --hash=sha256:ad09b984828d6b7bb52d1d1d0c9be68ad781fa004ca39216c8a1e63c0f34ba3c \
+    --hash=sha256:bafca952dc13907bdfdedfc6a5f579bf4f292bdd506fadb38389afa3ac5b208e \
+    --hash=sha256:be52a8fc79e45b0364210eef5234a7cf8d330836d0a64dfbb878efa903d84620 \
+    --hash=sha256:be5980f3ee0e6bd44f3a9e9dea01054f175b50c3e6cdb692bc9424c0bbb8bf69 \
+    --hash=sha256:c63eea553c69ab05b6747901b97d620bb2a690633c77f23feb0c6a947a8a7b8f \
+    --hash=sha256:d198d275222dc54244bf3327eb8cbe00307d220241d9cec4d306d49a44e85f68 \
+    --hash=sha256:d62ce1f483f355f61adb5433ebfd8868c5f078d1a52d042b0a998682b4fa8c27 \
+    --hash=sha256:d99ef64f349d5ec3293688e91486c5fdb925ed03807f64d98d205d2713c60b46 \
+    --hash=sha256:db6192777d943bdaaafb6ba66d44bf65aa0e9c5616fa1d2da9bb08828c6b39aa \
+    --hash=sha256:e23ce8d5f7aa6ea6d2a2b326b4ba46c985dbb204523759984430db7114f8aa00 \
+    --hash=sha256:e64c8d2f5e5d5fda7b842f55dec6133260ea8f53c4257d64494c534f306bf7a9 \
+    --hash=sha256:e69b39f8c0aa5ec24b57737ebee40be647035158f14ed4b40e6f150077e21a84 \
+    --hash=sha256:ea5405c46e690122a76531ab97a079e184c0daf491e588592d6a23d3e32af99e \
+    --hash=sha256:f2cb069d8b981abc72b41aea1c580ce92d57c673ec61af4c500153a626cb9e20 \
+    --hash=sha256:fac4be746328f90caa3cd4bc67e6fe36ca2bf61d5c6eb6d895b6527e3f05071e \
+    --hash=sha256:fffee09044073e69f2bad787071aeec727183e7580443dfeb8556cbf1978d162
+    # via blosc2
+ndindex==1.10.1 \
+    --hash=sha256:03cf1e6cdac876bd8fc92d3b65bb223496b1581d10eab3ba113f7c195121a959 \
+    --hash=sha256:046c1e88d46b2bd2fd3483e06d27b4e85132b55bc693f2fca2db0bb56eea1e78 \
+    --hash=sha256:08bfdc1f7a0b408d15b3ce61d141ebbebdb47a25341967e425e104c5bd512a5c \
+    --hash=sha256:092b92c07690292ec7c6b266c38d7e63d254ec8d913ed06f2a8e16103eb7861a \
+    --hash=sha256:0ad8e060b26568c4e67c7b1dc2bc64e28597afdaabd7d63f98f655bfe2daa644 \
+    --hash=sha256:0f6113c1f031248f8818cbee1aa92aa3c9472b7701debcce9fddebcd2f610f11 \
+    --hash=sha256:157b5c34a1b779f5d27b790d9bd7e7b156d284e76be83c591a3ba003984f4956 \
+    --hash=sha256:1827a40301405b44ad709e388c5b48cf35cd90a67f77e63f0f17d87f6000fa81 \
+    --hash=sha256:1ae21b06235cb0884e97cf672780c170449baa0314085595cfe751705fa352de \
+    --hash=sha256:23d35696f802548143b5cc199bf2f171efb0061aa7934959251dd3bae56d038c \
+    --hash=sha256:27385939f317b55773ea53f6bf9334810cf1d66206034c0a6a6f2a88f2001c3c \
+    --hash=sha256:27a7729a4d33df6b96f7d5edff281d2b987bbe6545031c5eb606b95c47694f54 \
+    --hash=sha256:28741daca5926adff402247cd406f453ed5bb6042e82d6855938f805190e5ce9 \
+    --hash=sha256:2d6442ecce9b395aade5e9f2431e169e01393953a069f6d2d53a63b6c94d1d06 \
+    --hash=sha256:3307817bdc92846b18f309fae3582856f567dd6e0742fb0b41ac68682bfc4e2a \
+    --hash=sha256:346a4bf09f5771548665c8206e81daadb6b9925d409746e709894bdd98adc701 \
+    --hash=sha256:37f87f0e7690ae0324334740e0661d6297f2e62c9bf925127d249fb7eddd0ad8 \
+    --hash=sha256:3b0d9ce2c8488444499ab6d40e92e09867bf4413f5cf04c01635de923f44aa67 \
+    --hash=sha256:3ce3bd0882572269ca09285112cf38ce84baa2aaa5891551af968ca7c18f84bb \
+    --hash=sha256:4cea15cff221e76abd12e3e940c26124184735cf421c229307f5db6742e14dd7 \
+    --hash=sha256:588e8875d836a93b3cd9af482c8074bb02288ae1aff92cf277e1f02d9ae0f992 \
+    --hash=sha256:59a3222befc0f7cdc85fb9b90a567ae890f70a864bdeb660517e9ebcb36bf1bc \
+    --hash=sha256:5c026dbbf2455d97ce6456d8a50b349aee8fefa11027d020638c89e9be2c9c4c \
+    --hash=sha256:5c3634a8df43e7928122225a3d64d850c8957bd1edf2e403907deacb478af27b \
+    --hash=sha256:6928e47fb008903f2e41309b7ff1e59b16abbcd59e2e945454571c28b2433c9e \
+    --hash=sha256:72af787dcee3661f36fff9d144d989aacefe32e2c8b51ceef9babd46afb93a18 \
+    --hash=sha256:752e78a5e87911ded117c57a7246596f26c9c6da066de3c2b533b3db694949bb \
+    --hash=sha256:777bb6fa1dc72527fb43744b8c1499ca86e8e110b238d7aad6a686489c23d3bd \
+    --hash=sha256:78bfe25941d2dac406391ddd9baf0b0fce163807b98ecc2c47a3030ee8466319 \
+    --hash=sha256:78ce45106ebf67aeba99714818c721d8fd5fb9534daebd2565665a2d64b50fc9 \
+    --hash=sha256:7da34a78410c14341d5fff73be5ce924bd36500bf7f640fc59b8607d3a0df95e \
+    --hash=sha256:8644c76e74c0fbbdaa54752de30b7c6b98b1e8f6c05f0c6228632a29c862d83f \
+    --hash=sha256:87f83e8c35a7f49a68cd3a3054c406e6c22f8c1315f3905f7a778c657669187e \
+    --hash=sha256:890bb92f0a779e6f16bdbcc8bd2e06c32bcc0239e5893ba246114eb924aecaaa \
+    --hash=sha256:8ff1558ddbfedcecd1f6ed7777530917ad08f9c253fcaa8b7152a7aa4ca0264f \
+    --hash=sha256:9599fcb7411ffe601c367f0a5d4bc0ed588e3e7d9dc7604bdb32c8f669456b9e \
+    --hash=sha256:967b87b88dadb62555ec1039695c347254eccb8ca3d124c0e5dbe084c525fa93 \
+    --hash=sha256:9b5297f207ebc068c7cdf9e3cd7b95aa5c9ec04295d0a7e56b529f66787d4685 \
+    --hash=sha256:9d581f931e61f182478f18bdf5edd3955899df5da4892ed0d5de547a4cfd5b6f \
+    --hash=sha256:9fdf3ca16efcdfbb8800aa88fbab1bc6528e6a0504bcb9cf7af4cb9d50e9f5d9 \
+    --hash=sha256:a91e1a0398120233d5c3b23ccb2d4b78e970d66136f1a7221fa9a53873c3d5c5 \
+    --hash=sha256:a9a211ec2198994cb3600cd46adb335a740f27e4d406b40d48ed7b98d2d2a89b \
+    --hash=sha256:ae73cd2d66b09ef2f2a7d7f93bad396d6abf168d1ee825e403c6c5fb8ae1341c \
+    --hash=sha256:bada24abee6bc6ca438b2e6b68a752fc9b58b67bdcb54008e2bc6330ecb0a777 \
+    --hash=sha256:bc236d1612714cbd80610cf25a6ef92584ff1402e9d5a5c50e926195716f7d22 \
+    --hash=sha256:c5e9762452b163e33cfb6e821f86e45ba0b53bdfcd23ab5d57b48a8f566898cb \
+    --hash=sha256:c65ca639a7abf72d79f22424f4abd18dece1f289a2b7b028a0ca455edd2168d4 \
+    --hash=sha256:c67dde588c0fb89d872931a4ed5f9b4d21c1c70a3d92fdf0812a1de154239816 \
+    --hash=sha256:c9dd58d91220b1c1fe516324bfcf4114566c98e84b1cbbe416abe345c75bd557 \
+    --hash=sha256:cb76e0f3f235d8b1c768b17e771de48775d281713795c3aa045e8114ad61bdda \
+    --hash=sha256:cdb86a4176f2ae23bd4bcd0401ca35d5dad2d1ed0d0dca1ff64480ebe41b75d9 \
+    --hash=sha256:cf5855881884b8467dfcf45764ccf2e4279075be14b155b89c96994bb08d2e6f \
+    --hash=sha256:cf80241b40adffdc3276b2c9fb63a96c6c98b4a9d941892738de8add65083962 \
+    --hash=sha256:cf9e05986b2eb8c5993bce0f911d6cedd15bda30b5e35dd354b1ad1f4cc3599d \
+    --hash=sha256:d0ebdba2fade3f6916fe21fd49e2a0935af4f58c56100a60f3f2eb26e20baee7 \
+    --hash=sha256:dc7ebdbd465d25f29a9cd7ba31c304172351fc85626835385bcb72807d309a9a \
+    --hash=sha256:e2ad917bcdf8dc5ba1e21f01054c991d26862d4d01c3c203a50e907096d558ac \
+    --hash=sha256:e69a2cb1ac7be955c3c77f1def83f410775a81525c9ce2d4c0a3f2a61589ed47 \
+    --hash=sha256:e81a9bd36fe054b6c9fcc53d26bc9a28cf15d1ab52a0f5b854f894116f3a54e1 \
+    --hash=sha256:e851990a68937db5f485cd9f3e760c1fd47fa0f2a99f63a5e2cc880908faf3bb \
+    --hash=sha256:ef3ef22390a892d16286505083ee5b326317b21c255a0c7f744b1290a0b964a6 \
+    --hash=sha256:f77c4fd3f34c53037678020ab4e060da4bbdcae3a428797c7cbec69a6785dc93 \
+    --hash=sha256:f99b3e89220da3244d03c9c5473669c7107d361c129fd9b064622744dee1ce15 \
+    --hash=sha256:fa60637dfae1ee3fc057e420a52cc4ace38cf2c0d1a0451af2a3cba84d281842 \
+    --hash=sha256:fe5341e24dc992b09c258456ac90a09a6d25efdc2cb86dcc91d32c8891e1df9a
+    # via blosc2
+networkx==3.6.1 \
+    --hash=sha256:26b7c357accc0c8cde558ad486283728b65b6a95d85ee1cd66bafab4c8168509 \
+    --hash=sha256:d47fbf302e7d9cbbb9e2555a0d267983d2aa476bac30e90dfbe5669bd57f3762
+    # via pyvis
+numexpr==2.14.1 \
+    --hash=sha256:03130afa04edf83a7b590d207444f05a00363c9b9ea5d81c0f53b1ea13fad55a \
+    --hash=sha256:05f9366d23a2e991fd5a8b5e61a17558f028ba86158a4552f8f239b005cdf83c \
+    --hash=sha256:06855053de7a3a8425429bd996e8ae3c50b57637ad3e757e0fa0602a7874be30 \
+    --hash=sha256:09078ba73cffe94745abfbcc2d81ab8b4b4e9d7bfbbde6cac2ee5dbf38eee222 \
+    --hash=sha256:0d1dcbdc4d0374c0d523cee2f94f06b001623cbc1fd163612841017a3495427c \
+    --hash=sha256:15015d47d3d1487072d58c0e7682ef2eb608321e14099c39d52e2dd689483611 \
+    --hash=sha256:1f1a5e817c534539351aa75d26088e9e1e0ef1b3a6ab484047618a652ccc4fc3 \
+    --hash=sha256:2773ee1133f77009a1fc2f34fe236f3d9823779f5f75450e183137d49f00499f \
+    --hash=sha256:2a381e5e919a745c9503bcefffc1c7f98c972c04ec58fc8e999ed1a929e01ba6 \
+    --hash=sha256:2d03fcb4644a12f70a14d74006f72662824da5b6128bf1bcd10cc3ed80e64c34 \
+    --hash=sha256:2eac7a5a2f70b3768c67056445d1ceb4ecd9b853c8eda9563823b551aeaa5082 \
+    --hash=sha256:33265294376e7e2ae4d264d75b798a915d2acf37b9dd2b9405e8b04f84d05cfc \
+    --hash=sha256:36f8d5c1bd1355df93b43d766790f9046cccfc1e32b7c6163f75bcde682cda07 \
+    --hash=sha256:3a2839efa25f3c8d4133252ea7342d8f81226c7c4dda81f97a57e090b9d87a48 \
+    --hash=sha256:439ec4d57b853792ebe5456e3160312281c3a7071ecac5532ded3278ede614de \
+    --hash=sha256:44f84e0e5af219dbb62a081606156420815890e041b87252fbcea5df55214c4c \
+    --hash=sha256:47041f2f7b9e69498fb311af672ba914a60e6e6d804011caacb17d66f639e659 \
+    --hash=sha256:4be00b1086c7b7a5c32e31558122b7b80243fe098579b170967da83f3152b48b \
+    --hash=sha256:538961096c2300ea44240209181e31fae82759d26b51713b589332b9f2a4117e \
+    --hash=sha256:557887ad7f5d3c2a40fd7310e50597045a68e66b20a77b3f44d7bc7608523b4b \
+    --hash=sha256:587c41509bc373dfb1fe6086ba55a73147297247bedb6d588cda69169fc412f2 \
+    --hash=sha256:5aedf38d4c0c19d3cecfe0334c3f4099fb496f54c146223d30fa930084bc8574 \
+    --hash=sha256:638dce8320f4a1483d5ca4fda69f60a70ed7e66be6e68bc23fb9f1a6b78a9e3b \
+    --hash=sha256:64ae5dfd62d74a3ef82fe0b37f80527247f3626171ad82025900f46ffca4b39a \
+    --hash=sha256:67ea4771029ce818573b1998f5ca416bd255156feea017841b86176a938f7d19 \
+    --hash=sha256:6e575fd3ad41ddf3355d0c7ef6bd0168619dc1779a98fe46693cad5e95d25e6e \
+    --hash=sha256:70d80fcb418a54ca208e9a38e58ddc425c07f66485176b261d9a67c7f2864f73 \
+    --hash=sha256:75440c54fc01e130396650fdf307aa9d41a67dc06ddbfb288971b591c13a395b \
+    --hash=sha256:76db0bc6267e591ab9c4df405ffb533598e4c88239db7338d11ae9e4b368a85a \
+    --hash=sha256:790447be6879a6c51b9545f79612d24c9ea0a41d537a84e15e6a8ddef0b6268e \
+    --hash=sha256:7e87f6d203ac57239de32261c941e9748f9309cbc0da6295eabd0c438b920d3a \
+    --hash=sha256:823cd82c8e7937981339f634e7a9c6a92cb2d0b9d0a5cf627a5e394fffc05377 \
+    --hash=sha256:83647d846d3eeeb9a9255311236135286728b398d0d41d35dedb532dca807fe9 \
+    --hash=sha256:91ebae0ab18c799b0e6b8c5a8d11e1fa3848eb4011271d99848b297468a39430 \
+    --hash=sha256:94c711f6d8f17dfb4606842b403699603aa591ab9f6bf23038b488ea9cfb0f09 \
+    --hash=sha256:955c92b064f9074d2970cf3138f5e3b965be673b82024962ed526f39bc25a920 \
+    --hash=sha256:9f9137f1351b310436662b5dc6f4082a245efa8950c3b0d9008028df92fefb9b \
+    --hash=sha256:9fdcd4735121658a313f878fd31136d1bfc6a5b913219e7274e9fca9f8dac3bb \
+    --hash=sha256:a40b350cd45b4446076fa11843fa32bbe07024747aeddf6d467290bf9011b392 \
+    --hash=sha256:a4ba71db47ea99c659d88ee6233fa77b6dc83392f1d324e0c90ddf617ae3f421 \
+    --hash=sha256:af111c8fe6fc55d15e4c7cab11920fc50740d913636d486545b080192cd0ad73 \
+    --hash=sha256:c5f1b1605695778896534dfc6e130d54a65cd52be7ed2cd0cfee3981fd676bf5 \
+    --hash=sha256:d08856cfc1b440eb1caaa60515235369654321995dd68eb9377577392020f6cb \
+    --hash=sha256:d0fab3fd06a04f6b86102552b26aa5d85e20ac7d8296c15764c726eeabae6cc8 \
+    --hash=sha256:d686dfb2c1382d9e6e0ee0b7647f943c1886dba3adbf606c625479f35f1956c1 \
+    --hash=sha256:db78fa0c9fcbaded3ae7453faf060bd7a18b0dc10299d7fcd02d9362be1213ed \
+    --hash=sha256:dce0b5a0447baa7b44bc218ec2d7dcd175b8eee6083605293349c0c1d9b82fb6 \
+    --hash=sha256:dd72d8c2a165fe45ea7650b16eb8cc1792a94a722022006bb97c86fe51fd2091 \
+    --hash=sha256:dde9fa47ed319e1e1728940a539df3cb78326b7754bc7c6ab3152afc91808f9b \
+    --hash=sha256:e23b87f744e04e302d82ac5e2189ae20a533566aec76a46885376e20b0645bf8 \
+    --hash=sha256:e9b2f957798c67a2428be96b04bce85439bed05efe78eb78e4c2ca43737578e7 \
+    --hash=sha256:ebe4980f9494b9f94d10d2e526edc29e72516698d3bf95670ba79415492212a4 \
+    --hash=sha256:ec368819502b64f190c3f71be14a304780b5935c42aae5bf22c27cc2cbba70b5 \
+    --hash=sha256:ede79f7ff06629f599081de644546ce7324f1581c09b0ac174da88a470d39c21 \
+    --hash=sha256:edea2f20c2040df8b54ee8ca8ebda63de9545b2112872466118e9df4d0ae99f3 \
+    --hash=sha256:eee6d4fbbbc368e6cdd0772734d6249128d957b3b8ad47a100789009f4de7083 \
+    --hash=sha256:fdd886f4b7dbaf167633ee396478f0d0aa58ea2f9e7ccc3c6431019623e8d68f
+    # via
+    #   blosc2
+    #   policyengine-core
+    #   tables
+numpy==2.4.4 \
+    --hash=sha256:07077278157d02f65c43b1b26a3886bce886f95d20aabd11f87932750dfb14ed \
+    --hash=sha256:08f2e31ed5e6f04b118e49821397f12767934cfdd12a1ce86a058f91e004ee50 \
+    --hash=sha256:0aec54fd785890ecca25a6003fd9a5aed47ad607bbac5cd64f836ad8666f4959 \
+    --hash=sha256:0d35aea54ad1d420c812bfa0385c71cd7cc5bcf7c65fed95fc2cd02fe8c79827 \
+    --hash=sha256:0d4e437e295f18ec29bc79daf55e8a47a9113df44d66f702f02a293d93a2d6dd \
+    --hash=sha256:0dfd3f9d3adbe2920b68b5cd3d51444e13a10792ec7154cd0a2f6e74d4ab3233 \
+    --hash=sha256:1378871da56ca8943c2ba674530924bb8ca40cd228358a3b5f302ad60cf875fc \
+    --hash=sha256:15716cfef24d3a9762e3acdf87e27f58dc823d1348f765bbea6bef8c639bfa1b \
+    --hash=sha256:19710a9ca9992d7174e9c52f643d4272dcd1558c5f7af7f6f8190f633bd651a7 \
+    --hash=sha256:23cbfd4c17357c81021f21540da84ee282b9c8fba38a03b7b9d09ba6b951421e \
+    --hash=sha256:2483e4584a1cb3092da4470b38866634bafb223cbcd551ee047633fd2584599a \
+    --hash=sha256:27a8d92cd10f1382a67d7cf4db7ce18341b66438bdd9f691d7b0e48d104c2a9d \
+    --hash=sha256:28a650663f7314afc3e6ec620f44f333c386aad9f6fc472030865dc0ebb26ee3 \
+    --hash=sha256:2aa0613a5177c264ff5921051a5719d20095ea586ca88cc802c5c218d1c67d3e \
+    --hash=sha256:2c194dd721e54ecad9ad387c1d35e63dce5c4450c6dc7dd5611283dda239aabb \
+    --hash=sha256:2d19e6e2095506d1736b7d80595e0f252d76b89f5e715c35e06e937679ea7d7a \
+    --hash=sha256:2d390634c5182175533585cc89f3608a4682ccb173cc9bb940b2881c8d6f8fa0 \
+    --hash=sha256:30caa73029a225b2d40d9fae193e008e24b2026b7ee1a867b7ee8d96ca1a448e \
+    --hash=sha256:42c16925aa5a02362f986765f9ebabf20de75cdefdca827d14315c568dcab113 \
+    --hash=sha256:45dbed2ab436a9e826e302fcdcbe9133f9b0006e5af7168afb8963a6520da103 \
+    --hash=sha256:4636de7fd195197b7535f231b5de9e4b36d2c440b6e566d2e4e4746e6af0ca93 \
+    --hash=sha256:4a19d9dba1a76618dd86b164d608566f393f8ec6ac7c44f0cc879011c45e65af \
+    --hash=sha256:4bbc7f303d125971f60ec0aaad5e12c62d0d2c925f0ab1273debd0e4ba37aba5 \
+    --hash=sha256:4d6d57903571f86180eb98f8f0c839fa9ebbfb031356d87f1361be91e433f5b7 \
+    --hash=sha256:4e874c976154687c1f71715b034739b45c7711bec81db01914770373d125e392 \
+    --hash=sha256:51fc224f7ca4d92656d5a5eb315f12eb5fe2c97a66249aa7b5f562528a3be38c \
+    --hash=sha256:58c8b5929fcb8287cbd6f0a3fae19c6e03a5c48402ae792962ac465224a629a4 \
+    --hash=sha256:5a285b3b96f951841799528cd1f4f01cd70e7e0204b4abebac9463eecfcf2a40 \
+    --hash=sha256:5c70f1cc1c4efbe316a572e2d8b9b9cc44e89b95f79ca3331553fbb63716e2bf \
+    --hash=sha256:62d6b0f03b694173f9fcb1fb317f7222fd0b0b103e784c6549f5e53a27718c44 \
+    --hash=sha256:6a246d5914aa1c820c9443ddcee9c02bec3e203b0c080349533fae17727dfd1b \
+    --hash=sha256:6aa3236c78803afbcb255045fbef97a9e25a1f6c9888357d205ddc42f4d6eba5 \
+    --hash=sha256:6bbe4eb67390b0a0265a2c25458f6b90a409d5d069f1041e6aff1e27e3d9a79e \
+    --hash=sha256:715d1c092715954784bc79e1174fc2a90093dc4dc84ea15eb14dad8abdcdeb74 \
+    --hash=sha256:72944b19f2324114e9dc86a159787333b77874143efcf89a5167ef83cfee8af0 \
+    --hash=sha256:81f4a14bee47aec54f883e0cad2d73986640c1590eb9bfaaba7ad17394481e6e \
+    --hash=sha256:846300f379b5b12cc769334464656bc882e0735d27d9726568bc932fdc49d5ec \
+    --hash=sha256:86b6f55f5a352b48d7fbfd2dbc3d5b780b2d79f4d3c121f33eb6efb22e9a2015 \
+    --hash=sha256:874f200b2a981c647340f841730fc3a2b54c9d940566a3c4149099591e2c4c3d \
+    --hash=sha256:8a87ec22c87be071b6bdbd27920b129b94f2fc964358ce38f3822635a3e2e03d \
+    --hash=sha256:8b3b60bb7cba2c8c81837661c488637eee696f59a877788a396d33150c35d842 \
+    --hash=sha256:8e3ed142f2728df44263aaf5fb1f5b0b99f4070c553a0d7f033be65338329150 \
+    --hash=sha256:93e15038125dc1e5345d9b5b68aa7f996ec33b98118d18c6ca0d0b7d6198b7e8 \
+    --hash=sha256:989824e9faf85f96ec9c7761cd8d29c531ad857bfa1daa930cba85baaecf1a9a \
+    --hash=sha256:99d838547ace2c4aace6c4f76e879ddfe02bb58a80c1549928477862b7a6d6ed \
+    --hash=sha256:9b2aec6af35c113b05695ebb5749a787acd63cafc83086a05771d1e1cd1e555f \
+    --hash=sha256:9c585a1790d5436a5374bac930dad6ed244c046ed91b2b2a3634eb2971d21008 \
+    --hash=sha256:a7164afb23be6e37ad90b2f10426149fd75aee07ca55653d2aa41e66c4ef697e \
+    --hash=sha256:ac6b31e35612a26483e20750126d30d0941f949426974cace8e6b5c58a3657b0 \
+    --hash=sha256:ad2e2ef14e0b04e544ea2fa0a36463f847f113d314aa02e5b402fdf910ef309e \
+    --hash=sha256:b268594bccac7d7cf5844c7732e3f20c50921d94e36d7ec9b79e9857694b1b2f \
+    --hash=sha256:b5f0362dc928a6ecd9db58868fca5e48485205e3855957bdedea308f8672ea4a \
+    --hash=sha256:ba1f4fc670ed79f876f70082eff4f9583c15fb9a4b89d6188412de4d18ae2f40 \
+    --hash=sha256:ba203255017337d39f89bdd58417f03c4426f12beed0440cfd933cb15f8669c7 \
+    --hash=sha256:c901b15172510173f5cb310eae652908340f8dede90fff9e3bf6c0d8dfd92f83 \
+    --hash=sha256:c9b39d38a9bd2ae1becd7eac1303d031c5c110ad31f2b319c6e7d98b135c934d \
+    --hash=sha256:d2a8490669bfe99a233298348acc2d824d496dee0e66e31b66a6022c2ad74a5c \
+    --hash=sha256:dddbbd259598d7240b18c9d87c56a9d2fb3b02fe266f49a7c101532e78c1d871 \
+    --hash=sha256:df3775294accfdd75f32c74ae39fcba920c9a378a2fc18a12b6820aa8c1fb502 \
+    --hash=sha256:e44319a2953c738205bf3354537979eaa3998ed673395b964c1176083dd46252 \
+    --hash=sha256:e4a010c27ff6f210ff4c6ef34394cd61470d01014439b192ec22552ee867f2a8 \
+    --hash=sha256:e823b8b6edc81e747526f70f71a9c0a07ac4e7ad13020aa736bb7c9d67196115 \
+    --hash=sha256:e892aff75639bbef0d2a2cfd55535510df26ff92f63c92cd84ef8d4ba5a5557f \
+    --hash=sha256:eea7ac5d2dce4189771cedb559c738a71512768210dc4e4753b107a2048b3d0e \
+    --hash=sha256:ef4059d6e5152fa1a39f888e344c73fdc926e1b2dd58c771d67b0acfbf2aa67d \
+    --hash=sha256:f169b9a863d34f5d11b8698ead99febeaa17a13ca044961aa8e2662a6c7766a0 \
+    --hash=sha256:f2cf083b324a467e1ab358c105f6cad5ea950f50524668a80c486ff1db24e119 \
+    --hash=sha256:f8474c4241bc18b750be2abea9d7a9ec84f46ef861dbacf86a4f6e043401f79e \
+    --hash=sha256:f983334aea213c99992053ede6168500e5f086ce74fbc4acc3f2b00f5762e9db \
+    --hash=sha256:f9e75681b59ddaa5e659898085ae0eaea229d054f2ac0c7e563a62205a700121 \
+    --hash=sha256:fbc356aae7adf9e6336d336b9c8111d390a05df88f1805573ebb0807bd06fd1d \
+    --hash=sha256:fcfe2045fd2e8f3cb0ce9d4ba6dba6333b8fa05bb8a4939c908cd43322d14c7e
+    # via
+    #   blosc2
+    #   h5py
+    #   microdf-python
+    #   numexpr
+    #   pandas
+    #   policyengine-core
+    #   spm-calculator
+    #   tables
+openpyxl==3.1.5 \
+    --hash=sha256:5282c12b107bffeef825f4617dc029afaf41d0ea60823bbb665ef3079dc79de2 \
+    --hash=sha256:cf0e3cf56142039133628b5acffe8ef0c12bc902d2aadd3e0fe5878dc08d1050
+    # via spm-calculator
+packaging==26.2 \
+    --hash=sha256:5fc45236b9446107ff2415ce77c807cee2862cb6fac22b8a73826d0693b0980e \
+    --hash=sha256:ff452ff5a3e828ce110190feff1178bb1f2ea2281fa2075aadb987c2fb221661
+    # via
+    #   huggingface-hub
+    #   plotly
+    #   policyengine
+    #   pytest
+    #   tables
+    #   wheel
+pandas==3.0.2 \
+    --hash=sha256:01f31a546acd5574ef77fe199bc90b55527c225c20ccda6601cf6b0fd5ed597c \
+    --hash=sha256:0555c5882688a39317179ab4a0ed41d3ebc8812ab14c69364bbee8fb7a3f6288 \
+    --hash=sha256:07a10f5c36512eead51bc578eb3354ad17578b22c013d89a796ab5eee90cd991 \
+    --hash=sha256:08504503f7101300107ecdc8df73658e4347586db5cfdadabc1592e9d7e7a0fd \
+    --hash=sha256:0f48afd9bb13300ffb5a3316973324c787054ba6665cda0da3fbd67f451995db \
+    --hash=sha256:140f0cffb1fa2524e874dde5b477d9defe10780d8e9e220d259b2c0874c89d9d \
+    --hash=sha256:232a70ebb568c0c4d2db4584f338c1577d81e3af63292208d615907b698a0f18 \
+    --hash=sha256:32cc41f310ebd4a296d93515fcac312216adfedb1894e879303987b8f1e2b97d \
+    --hash=sha256:339dda302bd8369dedeae979cb750e484d549b563c3f54f3922cb8ff4978c5eb \
+    --hash=sha256:4544c7a54920de8eeacaa1466a6b7268ecfbc9bc64ab4dbb89c6bbe94d5e0660 \
+    --hash=sha256:4d888a5c678a419a5bb41a2a93818e8ed9fd3172246555c0b37b7cc27027effd \
+    --hash=sha256:5371b72c2d4d415d08765f32d689217a43227484e81b2305b52076e328f6f482 \
+    --hash=sha256:57a07209bebcbcf768d2d13c9b78b852f9a15978dac41b9e6421a81ad4cdd276 \
+    --hash=sha256:5880314e69e763d4c8b27937090de570f1fb8d027059a7ada3f7f8e98bdcb677 \
+    --hash=sha256:5d3cfe227c725b1f3dff4278b43d8c784656a42a9325b63af6b1492a8232209e \
+    --hash=sha256:5fdbfa05931071aba28b408e59226186b01eb5e92bea2ab78b65863ca3228d84 \
+    --hash=sha256:60a80bb4feacbef5e1447a3f82c33209c8b7e07f28d805cfd1fb951e5cb443aa \
+    --hash=sha256:61c2fd96d72b983a9891b2598f286befd4ad262161a609c92dc1652544b46b76 \
+    --hash=sha256:63d141b56ef686f7f0d714cfb8de4e320475b86bf4b620aa0b7da89af8cbdbbb \
+    --hash=sha256:6c4d8458b97a35717b62469a4ea0e85abd5ed8687277f5ccfc67f8a5126f8c53 \
+    --hash=sha256:710246ba0616e86891b58ab95f2495143bb2bc83ab6b06747c74216f583a6ac9 \
+    --hash=sha256:734be7551687c00fbd760dc0522ed974f82ad230d4a10f54bf51b80d44a08702 \
+    --hash=sha256:7cadd7e9a44ec13b621aec60f9150e744cfc7a3dd32924a7e2f45edff31823b0 \
+    --hash=sha256:81526c4afd31971f8b62671442a4b2b51e0aa9acc3819c9f0f12a28b6fcf85f1 \
+    --hash=sha256:970762605cff1ca0d3f71ed4f3a769ea8f85fc8e6348f6e110b8fea7e6eb5a14 \
+    --hash=sha256:a3096110bf9eac0070b7208465f2740e2d8a670d5cb6530b5bb884eca495fd39 \
+    --hash=sha256:a4785e1d6547d8427c5208b748ae2efb64659a21bd82bf440d4262d02bfa02a4 \
+    --hash=sha256:a727a73cbdba2f7458dc82449e2315899d5140b449015d822f515749a46cbbe0 \
+    --hash=sha256:ae37e833ff4fed0ba352f6bdd8b73ba3ab3256a85e54edfd1ab51ae40cca0af8 \
+    --hash=sha256:aff4e6f4d722e0652707d7bcb190c445fe58428500c6d16005b02401764b1b3d \
+    --hash=sha256:b35d14bb5d8285d9494fe93815a9e9307c0876e10f1e8e89ac5b88f728ec8dcf \
+    --hash=sha256:b444dc64c079e84df91baa8bf613d58405645461cabca929d9178f2cd392398d \
+    --hash=sha256:b5329e26898896f06035241a626d7c335daa479b9bbc82be7c2742d048e41172 \
+    --hash=sha256:b5918ba197c951dec132b0c5929a00c0bf05d5942f590d3c10a807f6e15a57d3 \
+    --hash=sha256:b75c347eff42497452116ce05ef461822d97ce5b9ff8df6edacb8076092c855d \
+    --hash=sha256:c3b723df9087a9a9a840e263ebd9f88b64a12075d1bf2ea401a5a42f254f084d \
+    --hash=sha256:c934008c733b8bbea273ea308b73b3156f0181e5b72960790b09c18a2794fe1e \
+    --hash=sha256:d1478075142e83a5571782ad007fb201ed074bdeac7ebcc8890c71442e96adf7 \
+    --hash=sha256:d606a041c89c0a474a4702d532ab7e73a14fe35c8d427b972a625c8e46373668 \
+    --hash=sha256:db0dbfd2a6cdf3770aa60464d50333d8f3d9165b2f2671bcc299b72de5a6677b \
+    --hash=sha256:dbbd4aa20ca51e63b53bbde6a0fa4254b1aaabb74d2f542df7a7959feb1d760c \
+    --hash=sha256:dbc20dea3b9e27d0e66d74c42b2d0c1bed9c2ffe92adea33633e3bedeb5ac235 \
+    --hash=sha256:deeca1b5a931fdf0c2212c8a659ade6d3b1edc21f0914ce71ef24456ca7a6535 \
+    --hash=sha256:ed72cb3f45190874eb579c64fa92d9df74e98fd63e2be7f62bce5ace0ade61df \
+    --hash=sha256:ef8b27695c3d3dc78403c9a7d5e59a62d5464a7e1123b4e0042763f7104dc74f \
+    --hash=sha256:f12b1a9e332c01e09510586f8ca9b108fd631fd656af82e452d7315ef6df5f9f \
+    --hash=sha256:f4753e73e34c8d83221ba58f232433fca2748be8b18dbca02d242ed153945043 \
+    --hash=sha256:f8d68083e49e16b84734eb1a4dcae4259a75c90fb6e2251ab9a00b61120c06ab
+    # via
+    #   microdf-python
+    #   policyengine
+    #   policyengine-core
+    #   policyengine-us
+    #   spm-calculator
+parso==0.8.7 \
+    --hash=sha256:a8926eb2a1b915486941fdbd31e86a4baf88fe8c210f25f2f35ecec5b574ca1c \
+    --hash=sha256:eaaac4c9fdd5e9e8852dc778d2d7405897ec510f2a298071453e5e3a07914bb1
+    # via jedi
+pexpect==4.9.0 ; sys_platform != 'emscripten' and sys_platform != 'win32' \
+    --hash=sha256:7236d1e080e4936be2dc3e326cec0af72acf9212a7e1d060210e70a47e253523 \
+    --hash=sha256:ee7d41123f3c9911050ea2c2dac107568dc43b2d3b0c7557a33212c398ead30f
+    # via ipython
+plotly==5.24.1 \
+    --hash=sha256:dbc8ac8339d248a4bcc36e08a5659bacfe1b079390b8953533f4eb22169b4bae \
+    --hash=sha256:f67073a1e637eb0dc3e46324d9d51e2fe76e9727c892dde64ddf1e1b51f29089
+    # via policyengine-core
+pluggy==1.6.0 \
+    --hash=sha256:7dcc130b76258d33b90f61b658791dede3486c3e6bfb003ee5c9bfb396dd22f3 \
+    --hash=sha256:e920276dd6813095e9377c0bc5566d94c932c33b27a3e3945d8389c374dd4746
+    # via pytest
+policyengine==4.4.2 \
+    --hash=sha256:403303224e94665521f7d648a54918df8f28c56b97a83d29799d66cfd92bb7a2 \
+    --hash=sha256:8f3273f1908352b24b0958527899d2444ade515b7e5cf94c1fb7b798604099c2
+    # via -r /var/folders/qf/7fglpnr94wsc5xgbqkp80xbw0000gn/T/tmpds1l6n77/requirements.in
+policyengine-core==3.26.1 \
+    --hash=sha256:185374b3c1fe13dc951637c49a9853211ca61a8a9971eb9cc4c4b07b1477240a \
+    --hash=sha256:dc4e3007bcd137cbe608042d067cedb889a9b8671db3d08c8e237f1ac3e324b4
+    # via
+    #   -r /var/folders/qf/7fglpnr94wsc5xgbqkp80xbw0000gn/T/tmpds1l6n77/requirements.in
+    #   policyengine-uk
+    #   policyengine-us
+policyengine-uk==2.88.14 \
+    --hash=sha256:21a4387ae52dcb5430b6d790edcc321816ed47147a3a0e21ffd482a36834d352 \
+    --hash=sha256:ed10005ba7d0c973c0966ebbf7672853fb3caaa0456b8bf485fb13f8c323d975
+    # via -r /var/folders/qf/7fglpnr94wsc5xgbqkp80xbw0000gn/T/tmpds1l6n77/requirements.in
+policyengine-us==1.687.0 \
+    --hash=sha256:cac7da3aa9ba4bf57009eee75d798217bbef7e1c5ca17646d472fad715ab634f \
+    --hash=sha256:eb73607fcc54d72429af3830456f83b9ec9dd84161b6cfa86402637dfeb19fa7
+    # via -r /var/folders/qf/7fglpnr94wsc5xgbqkp80xbw0000gn/T/tmpds1l6n77/requirements.in
+prompt-toolkit==3.0.52 \
+    --hash=sha256:28cde192929c8e7321de85de1ddbe736f1375148b02f2e17edd840042b1be855 \
+    --hash=sha256:9aac639a3bbd33284347de5ad8d68ecc044b91a762dc39b7c21095fcd6a19955
+    # via ipython
+psutil==6.1.1 \
+    --hash=sha256:018aeae2af92d943fdf1da6b58665124897cfc94faa2ca92098838f83e1b1bca \
+    --hash=sha256:0bdd4eab935276290ad3cb718e9809412895ca6b5b334f5a9111ee6d9aff9377 \
+    --hash=sha256:1924e659d6c19c647e763e78670a05dbb7feaf44a0e9c94bf9e14dfc6ba50468 \
+    --hash=sha256:33431e84fee02bc84ea36d9e2c4a6d395d479c9dd9bba2376c1f6ee8f3a4e0b3 \
+    --hash=sha256:384636b1a64b47814437d1173be1427a7c83681b17a450bfc309a1953e329603 \
+    --hash=sha256:6d4281f5bbca041e2292be3380ec56a9413b790579b8e593b1784499d0005dac \
+    --hash=sha256:8be07491f6ebe1a693f17d4f11e69d0dc1811fa082736500f649f79df7735303 \
+    --hash=sha256:8df0178ba8a9e5bc84fed9cfa61d54601b371fbec5c8eebad27575f1e105c0d4 \
+    --hash=sha256:97f7cb9921fbec4904f522d972f0c0e1f4fabbdd4e0287813b21215074a0f160 \
+    --hash=sha256:9ccc4316f24409159897799b83004cb1e24f9819b0dcf9c0b68bdcb6cefee6a8 \
+    --hash=sha256:b6e06c20c05fe95a3d7302d74e7097756d4ba1247975ad6905441ae1b5b66003 \
+    --hash=sha256:c777eb75bb33c47377c9af68f30e9f11bc78e0f07fbf907be4a5d70b2fe5f030 \
+    --hash=sha256:ca9609c77ea3b8481ab005da74ed894035936223422dc591d6772b147421f777 \
+    --hash=sha256:cf8496728c18f2d0b45198f06895be52f36611711746b7f30c464b422b50e2f5 \
+    --hash=sha256:eaa912e0b11848c4d9279a93d7e2783df352b082f40111e078388701fd479e53 \
+    --hash=sha256:f35cfccb065fff93529d2afb4a2e89e363fe63ca1e4a5da22b603a85833c2649 \
+    --hash=sha256:fc0ed7fe2231a444fc219b9c42d0376e0a9a1a72f16c5cfa0f68d19f1a0663e8
+    # via
+    #   policyengine
+    #   policyengine-core
+ptyprocess==0.7.0 ; sys_platform != 'emscripten' and sys_platform != 'win32' \
+    --hash=sha256:4b41f3967fce3af57cc7e94b888626c18bf37a083e3651ca8feeb66d492fef35 \
+    --hash=sha256:5c5d0a3b48ceee0b48485e0c26037c0acd7d29765ca3fbb5cb3831d347423220
+    # via pexpect
+pure-eval==0.2.3 \
+    --hash=sha256:1db8e35b67b3d218d818ae653e27f06c3aa420901fa7b081ca98cbedc874e0d0 \
+    --hash=sha256:5f4e983f40564c576c7c8635ae88db5956bb2229d7e9237d03b3c0b0190eaf42
+    # via stack-data
+py-cpuinfo==9.0.0 \
+    --hash=sha256:3cdbbf3fac90dc6f118bfd64384f309edeadd902d7c8fb17f02ffa1fc3f49690 \
+    --hash=sha256:859625bc251f64e21f077d099d4162689c762b5d6a4c3c97553d56241c9674d5
+    # via tables
+pydantic==2.13.4 \
+    --hash=sha256:45a282cde31d808236fd7ea9d919b128653c8b38b393d1c4ab335c62924d9aba \
+    --hash=sha256:c40756b57adaa8b1efeeced5c196f3f3b7c435f90e84ea7f443901bec8099ef6
+    # via
+    #   blosc2
+    #   policyengine
+    #   policyengine-uk
+pydantic-core==2.46.4 \
+    --hash=sha256:00c603d540afdd6b80eb39f078f33ebd46211f02f33e34a32d9f053bba711de0 \
+    --hash=sha256:0186750b482eefa11d7f435892b09c5c606193ef3375bcf94aa00ae6bfb66262 \
+    --hash=sha256:041bde0a48fd37cf71cab1c9d56d3e8625a3793fef1f7dd232b3ff37e978ecda \
+    --hash=sha256:0c563b08bca408dc7f65f700633d8442fffb2421fc47b8101377e9fd65051ff0 \
+    --hash=sha256:0cbe8b01f948de4286c74cdd6c667aceb38f5c1e26f0693b3983d9d74887c65e \
+    --hash=sha256:0ce40cd7b21210e99342afafbd4d0f76d784eb5b1d60f3bdc566be4983c6c73b \
+    --hash=sha256:0e96592440881c74a213e5ad528e2b24d3d4f940de2766bed9010ab1d9e51594 \
+    --hash=sha256:10e17cbb10a330363733efc4d7c4d0dd827ac0909b8f6a6542298fed1ea62f29 \
+    --hash=sha256:133878133d271ade3d41d1bfb2a45ec38dbdbda40bc065921c6b04e4630127e2 \
+    --hash=sha256:14d4edf427bdcf950a8a02d7cb44a08614388dd6e1bdcbf4f67504fa7887da9c \
+    --hash=sha256:14f4c5d6db102bd796a627bbb3a17b4cf4574b9ae861d8b7c9a9661c6dd3362d \
+    --hash=sha256:17299feefe090f2caa5b8e37222bb5f663e4935a8bfa6931d4102e5df1a9f398 \
+    --hash=sha256:184c081504d17f1c1066e430e117142b2c77d9448a97f7b65c6ac9fd9aee238d \
+    --hash=sha256:18e5ceec2ab67e6d5f1a9085e5a24c9c4e2ac4545730bfe668680bca05e555f3 \
+    --hash=sha256:19e51f073cd3df251856a8a4189fbdf1de4012c3ebacfb1884f94f1eb406079f \
+    --hash=sha256:1a7dd0b3ee80d90150e3495a3a13ac34dbcbfd4f012996a6a1d8900e91b5c0fb \
+    --hash=sha256:1d8ba486450b14f3b1d63bc521d410ec7565e52f887b9fb671791886436a42f7 \
+    --hash=sha256:2108ba5c1c1eca18030634489dc544844144ee36357f2f9f780b93e7ddbb44b5 \
+    --hash=sha256:228ee9bae8bef5b1e97ec58302f80357c37199e0d0a99174e138d28e6957b9d9 \
+    --hash=sha256:23ace664830ee0bfe014a0c7bc248b1f7f25ed7ad103852c317624a1083af462 \
+    --hash=sha256:2412e734dcb48da14d4e4006b82b46b74f2518b8a26ee7e58c6844a6cd6d03c4 \
+    --hash=sha256:29c61fc04a3d840155ff08e475a04809278972fe6aef51e2720554e96367e34b \
+    --hash=sha256:2f84c03c8607173d16b5a854ec68a2f9079ae03237a54fb506d13af47e1d018d \
+    --hash=sha256:3009f12e4e90b7f88b4f9adb1b0c4a3d58fe7820f3238c190047209d148026df \
+    --hash=sha256:3245406455a5d98187ec35530fd772b1d799b26667980872c8d4614991e2c4a2 \
+    --hash=sha256:3447661d99f75a3683a4cf5c87da72f2161964611864dbbeac7fbb118bb4bfc0 \
+    --hash=sha256:372429a130e469c9cd698925ce5fc50940b7a1336b0d82038e63d5bbc4edc519 \
+    --hash=sha256:395aebd9183f9d112f569aeb5b2214d1a10a33bec8456447f7fbdfa51d38d4cd \
+    --hash=sha256:3a233125ac121aa3ffba9a2b59edfc4a985a76092dc8279586ab4b71390875e7 \
+    --hash=sha256:3be77f45df024d789a672ae34f8b06fb346c4f9f46ea714956660ea4862e89ac \
+    --hash=sha256:3bf92c5d0e00fefaab325a4d27828fe6b6e2a21848686b5b60d2d9eeb09d76c6 \
+    --hash=sha256:3ecbc122d18468d06ca279dc26a8c2e2d5acb10943bb35e36ae92096dc3b5565 \
+    --hash=sha256:3fb702cd90b0446a3a1c5e470bfa0dd23c0233b676a9099ddcc964fa6ca13898 \
+    --hash=sha256:428e04521a40150c85216fc8b85e8d39fece235a9cf5e383761238c7fa9b96fb \
+    --hash=sha256:432c179df7874eeb73307aad2df0755e1ae0efa61ff0ea89b93e194411ae3928 \
+    --hash=sha256:4a05d69cba51d852c5c3e92758653245a50c0b646ced0cf05bd793ed592839d6 \
+    --hash=sha256:4c63ebc82684aa89d9a3bcbd13d515b3be44250dc68dd3bd81526c1cb31286c3 \
+    --hash=sha256:4fc73cb559bdb54b1134a706a2802a4cddd27a0633f5abb7e53056268751ac6a \
+    --hash=sha256:4fcbe087dbc2068af7eda3aa87634eba216dbda64d1ae73c8684b621d33f6596 \
+    --hash=sha256:56cb4851bcaf3d117eddcef4fe66afd750a50274b0da8e22be256d10e5611987 \
+    --hash=sha256:5855698a4856556d86e8e6cd8434bc3ac0314ee8e12089ae0e143f64c6256e4e \
+    --hash=sha256:5a4330cdbc57162e4b3aa303f588ba752257694c9c9be3e7ebb11b4aca659b5d \
+    --hash=sha256:5b712b53160b79a5850310b912a5ef8e57e56947c8ad690c227f5c9d7e561712 \
+    --hash=sha256:5d5902252db0d3cedf8d4a1bc68f70eeb430f7e4c7104c8c476753519b423008 \
+    --hash=sha256:617d7e2ca7dcb8c5cf6bcb8c59b8832c94b36196bbf1cbd1bfb56ed341905edd \
+    --hash=sha256:62f875393d7f270851f20523dd2e29f082bcc82292d66db2b64ea71f64b6e1c1 \
+    --hash=sha256:633147d34cf4550417f12e2b1a0383973bdf5cdfde212cb09e9a581cf10820be \
+    --hash=sha256:66ce7632c22d837c95301830e111ad0128a32b8207533b60896a96c4915192ea \
+    --hash=sha256:6b3ace8194b0e5204818c92802dcdca7fc6d88aabbb799d7c795540d9cd6d292 \
+    --hash=sha256:6f2eeda33a839975441c86a4119e1383c50b47faf0cbb5176985565c6bb02c33 \
+    --hash=sha256:7027560ee92211647d0d34e3f7cd6f50da56399d26a9c8ad0da286d3869a53f3 \
+    --hash=sha256:7283d57845ecf5a163403eb0702dfc220cc4fbdd18919cb5ccea4f95ee1cdab4 \
+    --hash=sha256:7a5f930472650a82629163023e630d160863fce524c616f4e5186e5de9d9a49b \
+    --hash=sha256:7bfb192b3f4b9e8a89b6277b6ce787564f62cfd272055f6e685726b111dc7826 \
+    --hash=sha256:811ff8e9c313ab425368bcbb36e5c4ebd7108c2bbf4e4089cfbb0b01eff63fac \
+    --hash=sha256:8233f2947cf85404441fd7e0085f53b10c93e0ee78611099b5c7237e36aacbf7 \
+    --hash=sha256:82cf5301172168103724d49a1444d3378cb20cdee30b116a1bd6031236298a5d \
+    --hash=sha256:8358a950c8909158e3df31538a7e4edc2d7265a7c54b47f0864d9e5bae9dcebf \
+    --hash=sha256:85bb3611ff1802f3ee7fdd7dbff26b56f343fb432d57a4728fdd49b6ef35e2f4 \
+    --hash=sha256:86e1a4418c6cd97d60c95c71164158eaf7324fae7b0923264016baa993eba6fc \
+    --hash=sha256:8b9bab013d1c7a79d3501ff86d0bc9c31bf587db4551677b96bec07df78c6b15 \
+    --hash=sha256:8c5dac79fa1614d1e06ca695109c6105923bd9c7d1d6c918d4e637b7e6b32fd3 \
+    --hash=sha256:8d0820e8192167f80d88d64038e609c31452eeca865b4e1d9950a27a4609b00b \
+    --hash=sha256:8daafc69c93ee8a0204506a3b6b30f586ef54028f52aeeeb5c4cfc5184fd5914 \
+    --hash=sha256:9037063db01f09b09e237c282b6792bd4da634b5402c4e7f0c61effed7701a04 \
+    --hash=sha256:905a0ed8ea6f2d61c1738835f99b699348d7857379083e5fc497fa0c967a407c \
+    --hash=sha256:90884113d8b48f760e9587002789ddd741e76ab9f89518cd1e43b1f1a52ec44b \
+    --hash=sha256:91a06d2e259ecfbd8c901d70c3c507900458498142b3026a296b7de4d1322cc9 \
+    --hash=sha256:926c9541b14b12b1681dca8a0b75feb510b06c6341b70a8e500c2fdcff837cce \
+    --hash=sha256:9401557acd873c3a7f3eb9383edef8ac4968f9510e340f4808d427e75667e7b4 \
+    --hash=sha256:9551187363ffc0de2a00b2e47c25aeaeb1020b69b668762966df15fc5659dd5a \
+    --hash=sha256:962ccbab7b642487b1d8b7df90ef677e03134cf1fd8880bf698649b22a69371f \
+    --hash=sha256:97e7cf2be5c77b7d1a9713a05605d49460d02c6078d38d8bef3cbe323c548424 \
+    --hash=sha256:9aa768456404a8bf48a4406685ac2bec8e72b62c69313734fa3b73cf33b3a894 \
+    --hash=sha256:9bc519fbf2b7578398853d815009ae5e4d4603d12f4e3f91da8c06852d3da3e9 \
+    --hash=sha256:9d56801be94b86a9da183e5f3766e6310752b99ff647e38b09a9500d88e46e76 \
+    --hash=sha256:9f444c499b3eefd3a92e348059471ea0c3a6e303d9c1cec09fa748fd9f895201 \
+    --hash=sha256:9fa8ae11da9e2b3126c6426f147e0fba88d96d65921799bb30c6abd1cb2c97fb \
+    --hash=sha256:a0f62d0a58f4e7da165457e995725421e0064f2255d8eccebc49f41bbc23b109 \
+    --hash=sha256:a396dcc17e5a0b164dbe026896245a4fa9ff402edca1dff0be3d53a517f74de4 \
+    --hash=sha256:aaa2a54443eff1950ba5ddc6b6ccda0d9c84a364276a62f969bdf2a390650848 \
+    --hash=sha256:ad785e92e6dc634c21555edc8bd6b64957ab844541bcb96a1366c202951ae526 \
+    --hash=sha256:af8244b2bef6aaad6d92cda81372de7f8c8d36c9f0c3ea36e827c60e7d9467a0 \
+    --hash=sha256:b078afbc25f3a1436c7a1d2cd3e322497ee99615ba97c563566fdf46aff1ee01 \
+    --hash=sha256:b2f69dec1725e79a012d920df1707de5caf7ed5e08f3be4435e25803efc47458 \
+    --hash=sha256:b8458003118a712e66286df6a707db01c52c0f52f7db8e4a38f0da1d3b94fc4e \
+    --hash=sha256:bb63e0198ca18aad131c089b9204c23079c3afa95487e561f4c522d519e55aba \
+    --hash=sha256:bfec22eab3c8cc2ceec0248aec886624116dc079afa027ecc8ad4a7e62010f8a \
+    --hash=sha256:c1747f85cee84c26985853c6f3d9bd3e75da5212912443fa111c113b9c246f39 \
+    --hash=sha256:c1b3f518abeca3aa13c712fd202306e145abf59a18b094a6bafb2d2bbf59192c \
+    --hash=sha256:c50f2528cf200c5eed56faf3f4e22fcd5f38c157a8b78576e6ba3168ec35f000 \
+    --hash=sha256:c68fcd102d71ea85c5b2dfac3f4f8476eff42a9e078fd5faefff6d145063536b \
+    --hash=sha256:c7a7bd4e39e8e4c12c39cd480356842b6a8a06e41b23a55a5e3e191718838ddf \
+    --hash=sha256:c94f0688e7b8d0a67abf40e57a7eaaecd17cc9586706a31b76c031f63df052b4 \
+    --hash=sha256:cbaf13819775b7f769bf4a1f066cb6df7a28d4480081a589828ef190226881cd \
+    --hash=sha256:cd2213145bcc2ba85884d0ac63d222fece9209678f77b9b4d76f054c561adb28 \
+    --hash=sha256:ce5c1d2a8b27468f433ca974829c44060b8097eedc39933e3c206a90ee49c4a9 \
+    --hash=sha256:d396ec2b979760aaf3218e76c24e65bd0aca24983298653b3a9d7a45f9e47b30 \
+    --hash=sha256:d51026d73fcfd93610abc7b27789c26b313920fcfb20e27462d74a7f8b06e983 \
+    --hash=sha256:d80ee3d731373b24cebbc10d689ca4ee1875caf0d5703a245db18efd4dd37fc1 \
+    --hash=sha256:d995260fdf4e1db774581b4900e0f832abe3c7c84996726bbc161b19c8f29e76 \
+    --hash=sha256:da4b951fe36dc7c3a1ccb4e3cd1747c3542b8c9ceede8fc86cae054e764485f5 \
+    --hash=sha256:daa27d92c36f24388fe3ad306b174781c747627f134452e4f128ea00ce1fe8c4 \
+    --hash=sha256:db06ffe51636ffe9ca531fe9023dd64bdd794be8754cb5df57c5498ae5b518a7 \
+    --hash=sha256:e0d65b8c354be7fb5f720c3caa8bc940bc2d20ce749c8e06135f07f8ed95dd7c \
+    --hash=sha256:e68b7a074f65a2fd746c52a7ce6142ab7006074ac269ace0c25cd8ba171f8066 \
+    --hash=sha256:e739fee756ba1010f8bcccb534252e85a35fe45ae92c295a06059ce58b74ccd3 \
+    --hash=sha256:e846ae7835bf0703ae43f534ab79a867146dadd59dc9ca5c8b53d5c8f7c9ef02 \
+    --hash=sha256:e9c26f834c65f5752f3f06cb08cb86a913ceb7274d0db6e267808a708b46bc89 \
+    --hash=sha256:ea793e075b70290d89d8142074262885d3f7da19634845135751bd6344f73b50 \
+    --hash=sha256:f027324c56cd5406ca49c124b0db10e56c69064fec039acc571c29020cc87c76 \
+    --hash=sha256:f13a646d65d09fbf1bc6b3a9635d30095c8e7e5cc419ff35ecc563c5fd04cd49 \
+    --hash=sha256:f47286a97f0bc9b8859519809077b91b2cefe4ae47fcbf5e466a009c1c5d742b \
+    --hash=sha256:f747929cf940cddb5b3668a390056ddd5ba2e5010615ea2dcf4f9c4f3ab8791d \
+    --hash=sha256:f99626688942fb746e545232e7726926f3be91b5975f8b55327665fafda991c7 \
+    --hash=sha256:f9fa868638bf362d3d138ea55829cefb3d5f4b0d7f142234382a15e2485dbec4 \
+    --hash=sha256:fbdb89b3e1c94a30cc5edfce477c6e6a5dc4d8f84665b455c27582f211a1c72c \
+    --hash=sha256:fc010ab034c8c7452522748bf937df58020d256ccae0874463d1f4d01758af8e \
+    --hash=sha256:fc3e9034a63de20e15e8ade85358bc6efc614008cab72898b4b4952bea0509ff \
+    --hash=sha256:fd8b3d9fd264be37976686c7f65cd52a83f5e84f4bfd2adf9c1d469676bbb6ae
+    # via pydantic
+pygments==2.20.0 \
+    --hash=sha256:6757cd03768053ff99f3039c1a36d6c0aa0b263438fcab17520b30a303a82b5f \
+    --hash=sha256:81a9e26dd42fd28a23a2d169d86d7ac03b46e2f8b59ed4698fb4785f946d0176
+    # via
+    #   ipython
+    #   pytest
+    #   rich
+pytest==8.4.2 \
+    --hash=sha256:86c0d0b93306b961d58d62a4db4879f27fe25513d4b969df351abdddb3c30e01 \
+    --hash=sha256:872f880de3fc3a5bdc88a11b39c9710c3497a547cfa9320bc3c5e62fbf272e79
+    # via policyengine-core
+python-dateutil==2.9.0.post0 \
+    --hash=sha256:37dd54208da7e1cd875388217d5e00ebd4179249f90fb72437e91a35459a0ad3 \
+    --hash=sha256:a8b2bc7bffae282281c8140a97d3aa9c14da0b136dfe83f850eea9a5f7470427
+    # via pandas
+pyvis==0.3.2 \
+    --hash=sha256:5720c4ca8161dc5d9ab352015723abb7a8bb8fb443edeb07f7a322db34a97555
+    # via policyengine-core
+pyyaml==6.0.3 \
+    --hash=sha256:00c4bdeba853cc34e7dd471f16b4114f4162dc03e6b7afcc2128711f0eca823c \
+    --hash=sha256:0150219816b6a1fa26fb4699fb7daa9caf09eb1999f3b70fb6e786805e80375a \
+    --hash=sha256:02893d100e99e03eda1c8fd5c441d8c60103fd175728e23e431db1b589cf5ab3 \
+    --hash=sha256:02ea2dfa234451bbb8772601d7b8e426c2bfa197136796224e50e35a78777956 \
+    --hash=sha256:0f29edc409a6392443abf94b9cf89ce99889a1dd5376d94316ae5145dfedd5d6 \
+    --hash=sha256:10892704fc220243f5305762e276552a0395f7beb4dbf9b14ec8fd43b57f126c \
+    --hash=sha256:16249ee61e95f858e83976573de0f5b2893b3677ba71c9dd36b9cf8be9ac6d65 \
+    --hash=sha256:1d37d57ad971609cf3c53ba6a7e365e40660e3be0e5175fa9f2365a379d6095a \
+    --hash=sha256:1ebe39cb5fc479422b83de611d14e2c0d3bb2a18bbcb01f229ab3cfbd8fee7a0 \
+    --hash=sha256:214ed4befebe12df36bcc8bc2b64b396ca31be9304b8f59e25c11cf94a4c033b \
+    --hash=sha256:2283a07e2c21a2aa78d9c4442724ec1eb15f5e42a723b99cb3d822d48f5f7ad1 \
+    --hash=sha256:22ba7cfcad58ef3ecddc7ed1db3409af68d023b7f940da23c6c2a1890976eda6 \
+    --hash=sha256:27c0abcb4a5dac13684a37f76e701e054692a9b2d3064b70f5e4eb54810553d7 \
+    --hash=sha256:28c8d926f98f432f88adc23edf2e6d4921ac26fb084b028c733d01868d19007e \
+    --hash=sha256:2e71d11abed7344e42a8849600193d15b6def118602c4c176f748e4583246007 \
+    --hash=sha256:34d5fcd24b8445fadc33f9cf348c1047101756fd760b4dacb5c3e99755703310 \
+    --hash=sha256:37503bfbfc9d2c40b344d06b2199cf0e96e97957ab1c1b546fd4f87e53e5d3e4 \
+    --hash=sha256:3c5677e12444c15717b902a5798264fa7909e41153cdf9ef7ad571b704a63dd9 \
+    --hash=sha256:3ff07ec89bae51176c0549bc4c63aa6202991da2d9a6129d7aef7f1407d3f295 \
+    --hash=sha256:41715c910c881bc081f1e8872880d3c650acf13dfa8214bad49ed4cede7c34ea \
+    --hash=sha256:418cf3f2111bc80e0933b2cd8cd04f286338bb88bdc7bc8e6dd775ebde60b5e0 \
+    --hash=sha256:44edc647873928551a01e7a563d7452ccdebee747728c1080d881d68af7b997e \
+    --hash=sha256:4a2e8cebe2ff6ab7d1050ecd59c25d4c8bd7e6f400f5f82b96557ac0abafd0ac \
+    --hash=sha256:4ad1906908f2f5ae4e5a8ddfce73c320c2a1429ec52eafd27138b7f1cbe341c9 \
+    --hash=sha256:501a031947e3a9025ed4405a168e6ef5ae3126c59f90ce0cd6f2bfc477be31b7 \
+    --hash=sha256:5190d403f121660ce8d1d2c1bb2ef1bd05b5f68533fc5c2ea899bd15f4399b35 \
+    --hash=sha256:5498cd1645aa724a7c71c8f378eb29ebe23da2fc0d7a08071d89469bf1d2defb \
+    --hash=sha256:5cf4e27da7e3fbed4d6c3d8e797387aaad68102272f8f9752883bc32d61cb87b \
+    --hash=sha256:5e0b74767e5f8c593e8c9b5912019159ed0533c70051e9cce3e8b6aa699fcd69 \
+    --hash=sha256:5ed875a24292240029e4483f9d4a4b8a1ae08843b9c54f43fcc11e404532a8a5 \
+    --hash=sha256:5fcd34e47f6e0b794d17de1b4ff496c00986e1c83f7ab2fb8fcfe9616ff7477b \
+    --hash=sha256:5fdec68f91a0c6739b380c83b951e2c72ac0197ace422360e6d5a959d8d97b2c \
+    --hash=sha256:6344df0d5755a2c9a276d4473ae6b90647e216ab4757f8426893b5dd2ac3f369 \
+    --hash=sha256:64386e5e707d03a7e172c0701abfb7e10f0fb753ee1d773128192742712a98fd \
+    --hash=sha256:652cb6edd41e718550aad172851962662ff2681490a8a711af6a4d288dd96824 \
+    --hash=sha256:66291b10affd76d76f54fad28e22e51719ef9ba22b29e1d7d03d6777a9174198 \
+    --hash=sha256:66e1674c3ef6f541c35191caae2d429b967b99e02040f5ba928632d9a7f0f065 \
+    --hash=sha256:6adc77889b628398debc7b65c073bcb99c4a0237b248cacaf3fe8a557563ef6c \
+    --hash=sha256:79005a0d97d5ddabfeeea4cf676af11e647e41d81c9a7722a193022accdb6b7c \
+    --hash=sha256:7c6610def4f163542a622a73fb39f534f8c101d690126992300bf3207eab9764 \
+    --hash=sha256:7f047e29dcae44602496db43be01ad42fc6f1cc0d8cd6c83d342306c32270196 \
+    --hash=sha256:8098f252adfa6c80ab48096053f512f2321f0b998f98150cea9bd23d83e1467b \
+    --hash=sha256:850774a7879607d3a6f50d36d04f00ee69e7fc816450e5f7e58d7f17f1ae5c00 \
+    --hash=sha256:8d1fab6bb153a416f9aeb4b8763bc0f22a5586065f86f7664fc23339fc1c1fac \
+    --hash=sha256:8da9669d359f02c0b91ccc01cac4a67f16afec0dac22c2ad09f46bee0697eba8 \
+    --hash=sha256:8dc52c23056b9ddd46818a57b78404882310fb473d63f17b07d5c40421e47f8e \
+    --hash=sha256:9149cad251584d5fb4981be1ecde53a1ca46c891a79788c0df828d2f166bda28 \
+    --hash=sha256:93dda82c9c22deb0a405ea4dc5f2d0cda384168e466364dec6255b293923b2f3 \
+    --hash=sha256:96b533f0e99f6579b3d4d4995707cf36df9100d67e0c8303a0c55b27b5f99bc5 \
+    --hash=sha256:9c57bb8c96f6d1808c030b1687b9b5fb476abaa47f0db9c0101f5e9f394e97f4 \
+    --hash=sha256:9c7708761fccb9397fe64bbc0395abcae8c4bf7b0eac081e12b809bf47700d0b \
+    --hash=sha256:9f3bfb4965eb874431221a3ff3fdcddc7e74e3b07799e0e84ca4a0f867d449bf \
+    --hash=sha256:a33284e20b78bd4a18c8c2282d549d10bc8408a2a7ff57653c0cf0b9be0afce5 \
+    --hash=sha256:a80cb027f6b349846a3bf6d73b5e95e782175e52f22108cfa17876aaeff93702 \
+    --hash=sha256:b30236e45cf30d2b8e7b3e85881719e98507abed1011bf463a8fa23e9c3e98a8 \
+    --hash=sha256:b3bc83488de33889877a0f2543ade9f70c67d66d9ebb4ac959502e12de895788 \
+    --hash=sha256:b865addae83924361678b652338317d1bd7e79b1f4596f96b96c77a5a34b34da \
+    --hash=sha256:b8bb0864c5a28024fac8a632c443c87c5aa6f215c0b126c449ae1a150412f31d \
+    --hash=sha256:ba1cc08a7ccde2d2ec775841541641e4548226580ab850948cbfda66a1befcdc \
+    --hash=sha256:bdb2c67c6c1390b63c6ff89f210c8fd09d9a1217a465701eac7316313c915e4c \
+    --hash=sha256:c1ff362665ae507275af2853520967820d9124984e0f7466736aea23d8611fba \
+    --hash=sha256:c2514fceb77bc5e7a2f7adfaa1feb2fb311607c9cb518dbc378688ec73d8292f \
+    --hash=sha256:c3355370a2c156cffb25e876646f149d5d68f5e0a3ce86a5084dd0b64a994917 \
+    --hash=sha256:c458b6d084f9b935061bc36216e8a69a7e293a2f1e68bf956dcd9e6cbcd143f5 \
+    --hash=sha256:d0eae10f8159e8fdad514efdc92d74fd8d682c933a6dd088030f3834bc8e6b26 \
+    --hash=sha256:d76623373421df22fb4cf8817020cbb7ef15c725b9d5e45f17e189bfc384190f \
+    --hash=sha256:ebc55a14a21cb14062aa4162f906cd962b28e2e9ea38f9b4391244cd8de4ae0b \
+    --hash=sha256:eda16858a3cab07b80edaf74336ece1f986ba330fdb8ee0d6c0d68fe82bc96be \
+    --hash=sha256:ee2922902c45ae8ccada2c5b501ab86c36525b883eff4255313a253a3160861c \
+    --hash=sha256:efd7b85f94a6f21e4932043973a7ba2613b059c4a000551892ac9f1d11f5baf3 \
+    --hash=sha256:f7057c9a337546edc7973c0d3ba84ddcdf0daa14533c2065749c9075001090e6 \
+    --hash=sha256:fa160448684b4e94d80416c0fa4aac48967a969efe22931448d853ada8baf926 \
+    --hash=sha256:fc09d0aa354569bc501d4e787133afc08552722d3ab34836a80547331bb5d4a0
+    # via huggingface-hub
+referencing==0.37.0 \
+    --hash=sha256:381329a9f99628c9069361716891d34ad94af76e461dcb0335825aecc7692231 \
+    --hash=sha256:44aefc3142c5b842538163acb373e24cce6632bd54bdb01b21ad5863489f50d8
+    # via
+    #   jsonschema
+    #   jsonschema-specifications
+requests==2.33.1 \
+    --hash=sha256:18817f8c57c6263968bc123d237e3b8b08ac046f5456bd1e307ee8f4250d3517 \
+    --hash=sha256:4e6d1ef462f3626a1f0a0a9c42dd93c63bad33f9f1c1937509b8c5c8718ab56a
+    # via
+    #   blosc2
+    #   census
+    #   policyengine
+    #   policyengine-core
+    #   spm-calculator
+rich==15.0.0 \
+    --hash=sha256:33bd4ef74232fb73fe9279a257718407f169c09b78a87ad3d296f548e27de0bb \
+    --hash=sha256:edd07a4824c6b40189fb7ac9bc4c52536e9780fbbfbddf6f1e2502c31b068c36
+    # via typer
+rpds-py==0.30.0 \
+    --hash=sha256:07ae8a593e1c3c6b82ca3292efbe73c30b61332fd612e05abee07c79359f292f \
+    --hash=sha256:0a59119fc6e3f460315fe9d08149f8102aa322299deaa5cab5b40092345c2136 \
+    --hash=sha256:0c0e95f6819a19965ff420f65578bacb0b00f251fefe2c8b23347c37174271f3 \
+    --hash=sha256:0d08f00679177226c4cb8c5265012eea897c8ca3b93f429e546600c971bcbae7 \
+    --hash=sha256:0ed177ed9bded28f8deb6ab40c183cd1192aa0de40c12f38be4d59cd33cb5c65 \
+    --hash=sha256:12f90dd7557b6bd57f40abe7747e81e0c0b119bef015ea7726e69fe550e394a4 \
+    --hash=sha256:1726859cd0de969f88dc8673bdd954185b9104e05806be64bcd87badbe313169 \
+    --hash=sha256:1ab5b83dbcf55acc8b08fc62b796ef672c457b17dbd7820a11d6c52c06839bdf \
+    --hash=sha256:1b151685b23929ab7beec71080a8889d4d6d9fa9a983d213f07121205d48e2c4 \
+    --hash=sha256:1f3587eb9b17f3789ad50824084fa6f81921bbf9a795826570bda82cb3ed91f2 \
+    --hash=sha256:250fa00e9543ac9b97ac258bd37367ff5256666122c2d0f2bc97577c60a1818c \
+    --hash=sha256:2771c6c15973347f50fece41fc447c054b7ac2ae0502388ce3b6738cd366e3d4 \
+    --hash=sha256:27f4b0e92de5bfbc6f86e43959e6edd1425c33b5e69aab0984a72047f2bcf1e3 \
+    --hash=sha256:2e6ecb5a5bcacf59c3f912155044479af1d0b6681280048b338b28e364aca1f6 \
+    --hash=sha256:32c8528634e1bf7121f3de08fa85b138f4e0dc47657866630611b03967f041d7 \
+    --hash=sha256:33f559f3104504506a44bb666b93a33f5d33133765b0c216a5bf2f1e1503af89 \
+    --hash=sha256:3896fa1be39912cf0757753826bc8bdc8ca331a28a7c4ae46b7a21280b06bb85 \
+    --hash=sha256:389a2d49eded1896c3d48b0136ead37c48e221b391c052fba3f4055c367f60a6 \
+    --hash=sha256:39c02563fc592411c2c61d26b6c5fe1e51eaa44a75aa2c8735ca88b0d9599daa \
+    --hash=sha256:3adbb8179ce342d235c31ab8ec511e66c73faa27a47e076ccc92421add53e2bb \
+    --hash=sha256:3d4a69de7a3e50ffc214ae16d79d8fbb0922972da0356dcf4d0fdca2878559c6 \
+    --hash=sha256:3e62880792319dbeb7eb866547f2e35973289e7d5696c6e295476448f5b63c87 \
+    --hash=sha256:3e8eeb0544f2eb0d2581774be4c3410356eba189529a6b3e36bbbf9696175856 \
+    --hash=sha256:422c3cb9856d80b09d30d2eb255d0754b23e090034e1deb4083f8004bd0761e4 \
+    --hash=sha256:4559c972db3a360808309e06a74628b95eaccbf961c335c8fe0d590cf587456f \
+    --hash=sha256:46e83c697b1f1c72b50e5ee5adb4353eef7406fb3f2043d64c33f20ad1c2fc53 \
+    --hash=sha256:47b0ef6231c58f506ef0b74d44e330405caa8428e770fec25329ed2cb971a229 \
+    --hash=sha256:47e77dc9822d3ad616c3d5759ea5631a75e5809d5a28707744ef79d7a1bcfcad \
+    --hash=sha256:47f236970bccb2233267d89173d3ad2703cd36a0e2a6e92d0560d333871a3d23 \
+    --hash=sha256:47f9a91efc418b54fb8190a6b4aa7813a23fb79c51f4bb84e418f5476c38b8db \
+    --hash=sha256:495aeca4b93d465efde585977365187149e75383ad2684f81519f504f5c13038 \
+    --hash=sha256:4c5f36a861bc4b7da6516dbdf302c55313afa09b81931e8280361a4f6c9a2d27 \
+    --hash=sha256:4cc2206b76b4f576934f0ed374b10d7ca5f457858b157ca52064bdfc26b9fc00 \
+    --hash=sha256:4e7fc54e0900ab35d041b0601431b0a0eb495f0851a0639b6ef90f7741b39a18 \
+    --hash=sha256:51a1234d8febafdfd33a42d97da7a43f5dcb120c1060e352a3fbc0c6d36e2083 \
+    --hash=sha256:55f66022632205940f1827effeff17c4fa7ae1953d2b74a8581baaefb7d16f8c \
+    --hash=sha256:58edca431fb9b29950807e301826586e5bbf24163677732429770a697ffe6738 \
+    --hash=sha256:5965af57d5848192c13534f90f9dd16464f3c37aaf166cc1da1cae1fd5a34898 \
+    --hash=sha256:5ba103fb455be00f3b1c2076c9d4264bfcb037c976167a6047ed82f23153f02e \
+    --hash=sha256:5d4c2aa7c50ad4728a094ebd5eb46c452e9cb7edbfdb18f9e1221f597a73e1e7 \
+    --hash=sha256:61046904275472a76c8c90c9ccee9013d70a6d0f73eecefd38c1ae7c39045a08 \
+    --hash=sha256:613aa4771c99f03346e54c3f038e4cc574ac09a3ddfb0e8878487335e96dead6 \
+    --hash=sha256:626a7433c34566535b6e56a1b39a7b17ba961e97ce3b80ec62e6f1312c025551 \
+    --hash=sha256:669b1805bd639dd2989b281be2cfd951c6121b65e729d9b843e9639ef1fd555e \
+    --hash=sha256:679ae98e00c0e8d68a7fda324e16b90fd5260945b45d3b824c892cec9eea3288 \
+    --hash=sha256:67b02ec25ba7a9e8fa74c63b6ca44cf5707f2fbfadae3ee8e7494297d56aa9df \
+    --hash=sha256:68f19c879420aa08f61203801423f6cd5ac5f0ac4ac82a2368a9fcd6a9a075e0 \
+    --hash=sha256:692bef75a5525db97318e8cd061542b5a79812d711ea03dbc1f6f8dbb0c5f0d2 \
+    --hash=sha256:6abc8880d9d036ecaafe709079969f56e876fcf107f7a8e9920ba6d5a3878d05 \
+    --hash=sha256:6bdfdb946967d816e6adf9a3d8201bfad269c67efe6cefd7093ef959683c8de0 \
+    --hash=sha256:6de2a32a1665b93233cde140ff8b3467bdb9e2af2b91079f0333a0974d12d464 \
+    --hash=sha256:73c67f2db7bc334e518d097c6d1e6fed021bbc9b7d678d6cc433478365d1d5f5 \
+    --hash=sha256:74a3243a411126362712ee1524dfc90c650a503502f135d54d1b352bd01f2404 \
+    --hash=sha256:76fec018282b4ead0364022e3c54b60bf368b9d926877957a8624b58419169b7 \
+    --hash=sha256:7c64d38fb49b6cdeda16ab49e35fe0da2e1e9b34bc38bd78386530f218b37139 \
+    --hash=sha256:7cee9c752c0364588353e627da8a7e808a66873672bcb5f52890c33fd965b394 \
+    --hash=sha256:7e6ecfcb62edfd632e56983964e6884851786443739dbfe3582947e87274f7cb \
+    --hash=sha256:806f36b1b605e2d6a72716f321f20036b9489d29c51c91f4dd29a3e3afb73b15 \
+    --hash=sha256:858738e9c32147f78b3ac24dc0edb6610000e56dc0f700fd5f651d0a0f0eb9ff \
+    --hash=sha256:8d6d1cc13664ec13c1b84241204ff3b12f9bb82464b8ad6e7a5d3486975c2eed \
+    --hash=sha256:9027da1ce107104c50c81383cae773ef5c24d296dd11c99e2629dbd7967a20c6 \
+    --hash=sha256:922e10f31f303c7c920da8981051ff6d8c1a56207dbdf330d9047f6d30b70e5e \
+    --hash=sha256:945dccface01af02675628334f7cf49c2af4c1c904748efc5cf7bbdf0b579f95 \
+    --hash=sha256:946fe926af6e44f3697abbc305ea168c2c31d3e3ef1058cf68f379bf0335a78d \
+    --hash=sha256:95f0802447ac2d10bcc69f6dc28fe95fdf17940367b21d34e34c737870758950 \
+    --hash=sha256:9854cf4f488b3d57b9aaeb105f06d78e5529d3145b1e4a41750167e8c213c6d3 \
+    --hash=sha256:993914b8e560023bc0a8bf742c5f303551992dcb85e247b1e5c7f4a7d145bda5 \
+    --hash=sha256:99b47d6ad9a6da00bec6aabe5a6279ecd3c06a329d4aa4771034a21e335c3a97 \
+    --hash=sha256:9a4e86e34e9ab6b667c27f3211ca48f73dba7cd3d90f8d5b11be56e5dbc3fb4e \
+    --hash=sha256:9cf69cdda1f5968a30a359aba2f7f9aa648a9ce4b580d6826437f2b291cfc86e \
+    --hash=sha256:a090322ca841abd453d43456ac34db46e8b05fd9b3b4ac0c78bcde8b089f959b \
+    --hash=sha256:a1010ed9524c73b94d15919ca4d41d8780980e1765babf85f9a2f90d247153dd \
+    --hash=sha256:a161f20d9a43006833cd7068375a94d035714d73a172b681d8881820600abfad \
+    --hash=sha256:a1d0bc22a7cdc173fedebb73ef81e07faef93692b8c1ad3733b67e31e1b6e1b8 \
+    --hash=sha256:a2bffea6a4ca9f01b3f8e548302470306689684e61602aa3d141e34da06cf425 \
+    --hash=sha256:a452763cc5198f2f98898eb98f7569649fe5da666c2dc6b5ddb10fde5a574221 \
+    --hash=sha256:a4796a717bf12b9da9d3ad002519a86063dcac8988b030e405704ef7d74d2d9d \
+    --hash=sha256:a51033ff701fca756439d641c0ad09a41d9242fa69121c7d8769604a0a629825 \
+    --hash=sha256:a8fa71a2e078c527c3e9dc9fc5a98c9db40bcc8a92b4e8858e36d329f8684b51 \
+    --hash=sha256:ac37f9f516c51e5753f27dfdef11a88330f04de2d564be3991384b2f3535d02e \
+    --hash=sha256:ac98b175585ecf4c0348fd7b29c3864bda53b805c773cbf7bfdaffc8070c976f \
+    --hash=sha256:acd7eb3f4471577b9b5a41baf02a978e8bdeb08b4b355273994f8b87032000a8 \
+    --hash=sha256:ad1fa8db769b76ea911cb4e10f049d80bf518c104f15b3edb2371cc65375c46f \
+    --hash=sha256:b40fb160a2db369a194cb27943582b38f79fc4887291417685f3ad693c5a1d5d \
+    --hash=sha256:b4dc1a6ff022ff85ecafef7979a2c6eb423430e05f1165d6688234e62ba99a07 \
+    --hash=sha256:ba3af48635eb83d03f6c9735dfb21785303e73d22ad03d489e88adae6eab8877 \
+    --hash=sha256:ba81a9203d07805435eb06f536d95a266c21e5b2dfbf6517748ca40c98d19e31 \
+    --hash=sha256:c2262bdba0ad4fc6fb5545660673925c2d2a5d9e2e0fb603aad545427be0fc58 \
+    --hash=sha256:c77afbd5f5250bf27bf516c7c4a016813eb2d3e116139aed0096940c5982da94 \
+    --hash=sha256:ca28829ae5f5d569bb62a79512c842a03a12576375d5ece7d2cadf8abe96ec28 \
+    --hash=sha256:cdc62c8286ba9bf7f47befdcea13ea0e26bf294bda99758fd90535cbaf408000 \
+    --hash=sha256:d948b135c4693daff7bc2dcfc4ec57237a29bd37e60c2fabf5aff2bbacf3e2f1 \
+    --hash=sha256:d96c2086587c7c30d44f31f42eae4eac89b60dabbac18c7669be3700f13c3ce1 \
+    --hash=sha256:d9a0ca5da0386dee0655b4ccdf46119df60e0f10da268d04fe7cc87886872ba7 \
+    --hash=sha256:da279aa314f00acbb803da1e76fa18666778e8a8f83484fba94526da5de2cba7 \
+    --hash=sha256:dbd936cde57abfee19ab3213cf9c26be06d60750e60a8e4dd85d1ab12c8b1f40 \
+    --hash=sha256:dc4f992dfe1e2bc3ebc7444f6c7051b4bc13cd8e33e43511e8ffd13bf407010d \
+    --hash=sha256:dc824125c72246d924f7f796b4f63c1e9dc810c7d9e2355864b3c3a73d59ade0 \
+    --hash=sha256:dd8ff7cf90014af0c0f787eea34794ebf6415242ee1d6fa91eaba725cc441e84 \
+    --hash=sha256:dea5b552272a944763b34394d04577cf0f9bd013207bc32323b5a89a53cf9c2f \
+    --hash=sha256:dff13836529b921e22f15cb099751209a60009731a68519630a24d61f0b1b30a \
+    --hash=sha256:e0b65193a413ccc930671c55153a03ee57cecb49e6227204b04fae512eb657a7 \
+    --hash=sha256:e5d3e6b26f2c785d65cc25ef1e5267ccbe1b069c5c21b8cc724efee290554419 \
+    --hash=sha256:e7536cd91353c5273434b4e003cbda89034d67e7710eab8761fd918ec6c69cf8 \
+    --hash=sha256:eb0b93f2e5c2189ee831ee43f156ed34e2a89a78a66b98cadad955972548be5a \
+    --hash=sha256:eb2c4071ab598733724c08221091e8d80e89064cd472819285a9ab0f24bcedb9 \
+    --hash=sha256:ec7c4490c672c1a0389d319b3a9cfcd098dcdc4783991553c332a15acf7249be \
+    --hash=sha256:ee454b2a007d57363c2dfd5b6ca4a5d7e2c518938f8ed3b706e37e5d470801ed \
+    --hash=sha256:ee6af14263f25eedc3bb918a3c04245106a42dfd4f5c2285ea6f997b1fc3f89a \
+    --hash=sha256:f14fc5df50a716f7ece6a80b6c78bb35ea2ca47c499e422aa4463455dd96d56d \
+    --hash=sha256:f207f69853edd6f6700b86efb84999651baf3789e78a466431df1331608e5324 \
+    --hash=sha256:f251c812357a3fed308d684a5079ddfb9d933860fc6de89f2b7ab00da481e65f \
+    --hash=sha256:f83424d738204d9770830d35290ff3273fbb02b41f919870479fab14b9d303b2 \
+    --hash=sha256:f8d1736cfb49381ba528cd5baa46f82fdc65c06e843dab24dd70b63d09121b3f \
+    --hash=sha256:fe5fa731a1fa8a0a56b0977413f8cacac1768dad38d16b3a296712709476fbd5
+    # via
+    #   jsonschema
+    #   referencing
+shellingham==1.5.4 \
+    --hash=sha256:7ecfff8f2fd72616f7481040475a65b2bf8af90a56c89140852d1120324e8686 \
+    --hash=sha256:8dbca0739d487e5bd35ab3ca4b36e11c4078f3a234bfce294b0a0291363404de
+    # via typer
+six==1.17.0 \
+    --hash=sha256:4721f391ed90541fddacab5acf947aa0d3dc7d27b2e1e8eda2be8970586c3274 \
+    --hash=sha256:ff70335d468e7eb6ec65b95b99d3a2836546063f63acc5171de367e834932a81
+    # via python-dateutil
+sortedcontainers==2.4.0 \
+    --hash=sha256:25caa5a06cc30b6b83d11423433f65d1f9d76c4c6a0c90e3379eaa43b9bfdb88 \
+    --hash=sha256:a163dcaede0f1c021485e957a39245190e74249897e2ae4b2aa38595db237ee0
+    # via policyengine-core
+spm-calculator==0.3.1 \
+    --hash=sha256:41f2f4d00d8c03422a7d57b800052e7760b88e463a5884802f83ed58d35c18c1 \
+    --hash=sha256:52c57ecc5a240ec941b0f2b0d93bc4fa437ef6250e233baed8e11916fa9c1150
+    # via policyengine-us
+stack-data==0.6.3 \
+    --hash=sha256:836a778de4fec4dcd1dcd89ed8abff8a221f58308462e1c4aa2a3cf30148f0b9 \
+    --hash=sha256:d5558e0c25a4cb0853cddad3d77da9891a08cb85dd9f9f91b9f8cd66e511e695
+    # via ipython
+standard-imghdr==3.13.0 \
+    --hash=sha256:30a1bff5465605bb496f842a6ac3cc1f2131bf3025b0da28d4877d6d4b7cc8e9 \
+    --hash=sha256:8d9c68058d882f6fc3542a8d39ef9ff94d2187dc90bd0c851e0902776b7b7a42
+    # via policyengine-core
+tables==3.11.1 \
+    --hash=sha256:1e78fe190fdeb4afe430b79651bae2a4f341904eb85aa8dbafe5f1caee1c7f67 \
+    --hash=sha256:3a9c35f87fcb6a48c79fbc4e3ab15ca8f6053c4ce13063d6ca2ec36cbb58f40f \
+    --hash=sha256:4cf3218b76ba78d156d6ee75c19fb757d50682f6c7b4905370441afbfc9d77f3 \
+    --hash=sha256:56bf6fb9132ead989b7e76695d7613d6d08f071a8019038d6565ba90c66b9f3e \
+    --hash=sha256:78abcf413091bc7c1e4e8c10fbbb438d1ac0b5a87436c5b972c3e8253871b6fb \
+    --hash=sha256:7fa6cb03f6fe55ae4f85e89ec5450e5c40cc4c52d8c3b60eb157a445c2219e89 \
+    --hash=sha256:a4bbd95036a4d0cc5c86c1f87fbb490b4c53cd70982f1c01b3ed6dcb3085cbb9 \
+    --hash=sha256:a6f7a3b82dbf0ae0f30de635ca88bb42dd87938b0950369d0ee4289c52ae6de2 \
+    --hash=sha256:e3cfe79484351f7216eb8f3767bfa1217bfd271b04428f79cfa7ef6d7491919d \
+    --hash=sha256:eb30684c42a77bbecdef2b9c763c4372b0ddc9cc5bd8b2a2055f2042eee67217 \
+    --hash=sha256:f0367d2e3df0f10ea63ccf4279f3fe58e32ec481767320301a483e2b3cd83efc
+    # via
+    #   policyengine-uk
+    #   policyengine-us
+tenacity==9.1.4 \
+    --hash=sha256:6095a360c919085f28c6527de529e76a06ad89b23659fa881ae0649b867a9d55 \
+    --hash=sha256:adb31d4c263f2bd041081ab33b498309a57c77f9acf2db65aadf0898179cf93a
+    # via plotly
+threadpoolctl==3.6.0 ; platform_machine != 'wasm32' \
+    --hash=sha256:43a0b8fd5a2928500110039e43a5eed8480b918967083ea48dc3ab9f13c4a7fb \
+    --hash=sha256:8ab8b4aa3491d812b623328249fab5302a68d2d71745c8a4c719a2fcaba9f44e
+    # via blosc2
+tqdm==4.67.3 \
+    --hash=sha256:7d825f03f89244ef73f1d4ce193cb1774a8179fd96f31d7e1dcde62092b960bb \
+    --hash=sha256:ee1e4c0e59148062281c49d80b25b67771a127c85fc9676d3be5f243206826bf
+    # via
+    #   huggingface-hub
+    #   policyengine-us
+traitlets==5.15.0 \
+    --hash=sha256:4fead733f81cf1c4c938e06f8ca4633896833c9d89eff878159457f4d4392971 \
+    --hash=sha256:fb36a18867a6803deab09f3c5e0fa81bb7b26a5c9e82501c9933f759166eff40
+    # via
+    #   ipython
+    #   matplotlib-inline
+typer==0.25.1 \
+    --hash=sha256:75caa44ed46a03fb2dab8808753ffacdbfea88495e74c85a28c5eefcf5f39c89 \
+    --hash=sha256:9616eb8853a09ffeabab1698952f33c6f29ffdbceb4eaeecf571880e8d7664cc
+    # via huggingface-hub
+typing-extensions==4.15.0 \
+    --hash=sha256:0cea48d173cc12fa28ecabc3b837ea3cf6f38c6d1136f85cbaaf598984861466 \
+    --hash=sha256:f0fa19c6845758ab08074a0cfa8b7aecb71c999ca73d62883bc25cc018c4e548
+    # via
+    #   huggingface-hub
+    #   pydantic
+    #   pydantic-core
+    #   typing-inspection
+typing-inspection==0.4.2 \
+    --hash=sha256:4ed1cacbdc298c220f1bd249ed5287caa16f34d44ef4e9c3d0cbad5b521545e7 \
+    --hash=sha256:ba561c48a67c5958007083d386c3295464928b01faa735ab8547c5692e87f464
+    # via pydantic
+tzdata==2026.2 ; sys_platform == 'emscripten' or sys_platform == 'win32' \
+    --hash=sha256:9173fde7d80d9018e02a662e168e5a2d04f87c41ea174b139fbef642eda62d10 \
+    --hash=sha256:bbe9af844f658da81a5f95019480da3a89415801f6cc966806612cc7169bffe7
+    # via pandas
+urllib3==2.7.0 \
+    --hash=sha256:231e0ec3b63ceb14667c67be60f2f2c40a518cb38b03af60abc813da26505f4c \
+    --hash=sha256:9fb4c81ebbb1ce9531cce37674bbc6f1360472bc18ca9a553ede278ef7276897
+    # via requests
+us==3.2.0 \
+    --hash=sha256:571714ad6d473c72bbd2058a53404cdf4ecc0129e4f19adfcbeb4e2d7e3dc3e7 \
+    --hash=sha256:cb223e85393dcc5171ead0dd212badc47f9667b23700fea3e7ea5f310d545338
+    # via spm-calculator
+wcwidth==0.7.0 \
+    --hash=sha256:5d69154c429a82910e241c738cd0e2976fac8a2dd47a1a805f4afed1c0f136f2 \
+    --hash=sha256:90e3a7ea092341c44b99562e75d09e4d5160fe7a3974c6fb842a101a95e7eed0
+    # via prompt-toolkit
+wheel==0.47.0 \
+    --hash=sha256:212281cab4dff978f6cedd499cd893e1f620791ca6ff7107cf270781e587eced \
+    --hash=sha256:cc72bd1009ba0cf63922e28f94d9d83b920aa2bb28f798a31d0691b02fa3c9b3
+    # via policyengine-core
diff --git a/src/policyengine/data/install/all/py314/pylock.toml b/src/policyengine/data/install/all/py314/pylock.toml
new file mode 100644
index 00000000..6b97eecf
--- /dev/null
+++ b/src/policyengine/data/install/all/py314/pylock.toml
@@ -0,0 +1,1585 @@
+# This file was autogenerated by uv via the following command:
+#    uv pip compile /var/folders/qf/7fglpnr94wsc5xgbqkp80xbw0000gn/T/tmpds1l6n77/requirements.in --python-version 3.14 --resolution highest --exclude-newer 2026-05-09T10:39:06Z --universal --format pylock.toml --output-file bundles/4.4.2/install/all/py314/pylock.toml
+lock-version = "1.0"
+created-by = "uv"
+requires-python = ">=3.14"
+
+[[packages]]
+name = "annotated-doc"
+version = "0.0.4"
+sdist = { url = "https://files.pythonhosted.org/packages/57/ba/046ceea27344560984e26a590f90bc7f4a75b06701f653222458922b558c/annotated_doc-0.0.4.tar.gz", upload-time = 2025-11-10T22:07:42Z, size = 7288, hashes = { sha256 = "fbcda96e87e9c92ad167c2e53839e57503ecfda18804ea28102353485033faa4" } }
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+
+[[packages]]
+name = "annotated-types"
+version = "0.7.0"
+sdist = { url = "https://files.pythonhosted.org/packages/ee/67/531ea369ba64dcff5ec9c3402f9f51bf748cec26dde048a2f973a4eea7f5/annotated_types-0.7.0.tar.gz", upload-time = 2024-05-20T21:33:25Z, size = 16081, hashes = { sha256 = "aff07c09a53a08bc8cfccb9c85b05f1aa9a2a6f23728d790723543408344ce89" } }
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+
+[[packages]]
+name = "anyio"
+version = "4.13.0"
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+
+[[packages]]
+name = "asttokens"
+version = "3.0.1"
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+
+[[packages]]
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+
+[[packages]]
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diff --git a/src/policyengine/data/install/uk/py313/constraints.txt b/src/policyengine/data/install/uk/py313/constraints.txt
new file mode 100644
index 00000000..c0de4bfe
--- /dev/null
+++ b/src/policyengine/data/install/uk/py313/constraints.txt
@@ -0,0 +1,1316 @@
+# This file was autogenerated by uv via the following command:
+#    uv pip compile /var/folders/qf/7fglpnr94wsc5xgbqkp80xbw0000gn/T/tmpqv3cyv28/requirements.in --python-version 3.13 --resolution highest --exclude-newer 2026-05-09T10:39:06Z --universal --format requirements.txt --generate-hashes --output-file bundles/4.4.2/install/uk/py313/constraints.txt
+annotated-doc==0.0.4 \
+    --hash=sha256:571ac1dc6991c450b25a9c2d84a3705e2ae7a53467b5d111c24fa8baabbed320 \
+    --hash=sha256:fbcda96e87e9c92ad167c2e53839e57503ecfda18804ea28102353485033faa4
+    # via typer
+annotated-types==0.7.0 \
+    --hash=sha256:1f02e8b43a8fbbc3f3e0d4f0f4bfc8131bcb4eebe8849b8e5c773f3a1c582a53 \
+    --hash=sha256:aff07c09a53a08bc8cfccb9c85b05f1aa9a2a6f23728d790723543408344ce89
+    # via pydantic
+anyio==4.13.0 \
+    --hash=sha256:08b310f9e24a9594186fd75b4f73f4a4152069e3853f1ed8bfbf58369f4ad708 \
+    --hash=sha256:334b70e641fd2221c1505b3890c69882fe4a2df910cba14d97019b90b24439dc
+    # via httpx
+asttokens==3.0.1 \
+    --hash=sha256:15a3ebc0f43c2d0a50eeafea25e19046c68398e487b9f1f5b517f7c0f40f976a \
+    --hash=sha256:71a4ee5de0bde6a31d64f6b13f2293ac190344478f081c3d1bccfcf5eacb0cb7
+    # via stack-data
+attrs==26.1.0 \
+    --hash=sha256:c647aa4a12dfbad9333ca4e71fe62ddc36f4e63b2d260a37a8b83d2f043ac309 \
+    --hash=sha256:d03ceb89cb322a8fd706d4fb91940737b6642aa36998fe130a9bc96c985eff32
+    # via
+    #   jsonschema
+    #   referencing
+blosc2==4.2.0 \
+    --hash=sha256:0f6444e125142876f8ce02f1ec8a13499f436a01e7ffdffd080d7156fd5fa079 \
+    --hash=sha256:1a77412d3229a7ec4ce8e353604e563400cc57346d6e8ba578453a6134bf2190 \
+    --hash=sha256:1e2f0767c68c4e5dea1543c7c138421264db494a6bbeb6ab81f101bcb6382ff4 \
+    --hash=sha256:2423b70dc17b048382f8a9a17085842a7c3c2f9bb14d3be2f8a7cbb378ef4ad9 \
+    --hash=sha256:291f689635c9ebc30a6b13fdc0f2069ab7a245fa27dabe8fa14b6d35c3f096cf \
+    --hash=sha256:3b72e9bbce0459ec695e25bb1fba8fa05ba9af4fed71c220d20376df99cf32fa \
+    --hash=sha256:44a2070a6efa990986a26a4f9a2d8a2fa9ee9ec705617d38750bcb019c53d632 \
+    --hash=sha256:4f7b006333891d3594660abb7820be0497c0baab3538742562caa78e03e5312c \
+    --hash=sha256:59f4de7f9e8a587e5c6e6ae54ba74f4d78a47a1cc3f097d03105274b36720da6 \
+    --hash=sha256:5b16df388e1884e458955de64db6ce6db438154fb3fe9089180ef9863ceb79bf \
+    --hash=sha256:6ff429d2364f423229e82037adb1efe91a5f3dc767f0817cbc635adf84b83e20 \
+    --hash=sha256:7888ac409a479da50d7e02eeb1bcbf1e45213af362eff1b938d584cf66c2f39b \
+    --hash=sha256:87c3a108c8ce311eb00a7c3d32d4d0ab023599a2d23fc07c998debe2dad00f8e \
+    --hash=sha256:89227492844ec7b487e7182314ac75997d5f864be2025cf6879f355fdb669532 \
+    --hash=sha256:8ff3c6b2cf7d3e6a3481f7e1a6eef283af3e2b65f53401b1ebc63eea14b0b758 \
+    --hash=sha256:976abf343866c97de637adb452153dfbe63c2b69a2a4999dc494ebc22585a567 \
+    --hash=sha256:9c5c0ae30c831a90a9d1973cecbeab99a7de2df4f172ac8020d2d60d1c2c5ae2 \
+    --hash=sha256:9cadf2708888e586027178be9e17215ae6f20fb5829596e9771751aa453e7a0e \
+    --hash=sha256:9eb69182c51cda1b402aaf78ce908759f7a277420ce3fad9981ff560544e50b3 \
+    --hash=sha256:a07e0d16aab433e10d173b553fabb7b8cf64e5dd826eaae548d2e9a9ac5f2f69 \
+    --hash=sha256:a269a8b265caed0093f3ee99eff8c8691da407764f5ee5b1bd0c12044fcb6c51 \
+    --hash=sha256:ad857c3dddaf5486a49b59f4f351079bfc8f50786d033638bf722e4fa7595249 \
+    --hash=sha256:afc041c5de1d66fb731c45bd5bcf84356da3f17b4acdec5a8448236c6d48f845 \
+    --hash=sha256:b8d907efa30a2ca4895dd37fa0b527ee88be17df1981f98194f867d97ff07429 \
+    --hash=sha256:bb67066f1a64d7929f271836994e5fb0383ae8b8f03d673650a94dafd7eaa349 \
+    --hash=sha256:bb82cc1d528bac82c0b5c2009377f5be6528405d2737fd151ffce4dc6fe0a96b \
+    --hash=sha256:bbefc417322a59443d844b4d03e66b228694ec6bfd1de8bbd832c4aa0eaebe64 \
+    --hash=sha256:d28efb0b13c1f22db4a799d22ab02b0024fd4ecd1cc47dbe756d88e08079867a \
+    --hash=sha256:e997adbf086a4b98f732504952193afa817c41a7c70d26bce71fdd397542c664 \
+    --hash=sha256:f48ea67ccd751999e9bb3c4e10853d422167b9619af701b1fdb08cc27584db96 \
+    --hash=sha256:fa448c419a8227321cab735aece33fca1afac1447cd140a3db81a6b2bed560fa
+    # via tables
+certifi==2026.4.22 \
+    --hash=sha256:3cb2210c8f88ba2318d29b0388d1023c8492ff72ecdde4ebdaddbb13a31b1c4a \
+    --hash=sha256:8d455352a37b71bf76a79caa83a3d6c25afee4a385d632127b6afb3963f1c580
+    # via
+    #   httpcore
+    #   httpx
+    #   requests
+charset-normalizer==3.4.7 \
+    --hash=sha256:007d05ec7321d12a40227aae9e2bc6dca73f3cb21058999a1df9e193555a9dcc \
+    --hash=sha256:03853ed82eeebbce3c2abfdbc98c96dc205f32a79627688ac9a27370ea61a49c \
+    --hash=sha256:07d9e39b01743c3717745f4c530a6349eadbfa043c7577eef86c502c15df2c67 \
+    --hash=sha256:08e721811161356f97b4059a9ba7bafb23ea5ee2255402c42881c214e173c6b4 \
+    --hash=sha256:0c96c3b819b5c3e9e165495db84d41914d6894d55181d2d108cc1a69bfc9cce0 \
+    --hash=sha256:0ea948db76d31190bf08bd371623927ee1339d5f2a0b4b1b4a4439a65298703c \
+    --hash=sha256:0f7eb884681e3938906ed0434f20c63046eacd0111c4ba96f27b76084cd679f5 \
+    --hash=sha256:12a6fff75f6bc66711b73a2f0addfc4c8c15a20e805146a02d147a318962c444 \
+    --hash=sha256:12d8baf840cc7889b37c7c770f478adea7adce3dcb3944d02ec87508e2dcf153 \
+    --hash=sha256:14265bfe1f09498b9d8ec91e9ec9fa52775edf90fcbde092b25f4a33d444fea9 \
+    --hash=sha256:16d971e29578a5e97d7117866d15889a4a07befe0e87e703ed63cd90cb348c01 \
+    --hash=sha256:177a0ba5f0211d488e295aaf82707237e331c24788d8d76c96c5a41594723217 \
+    --hash=sha256:1a87ca9d5df6fe460483d9a5bbf2b18f620cbed41b432e2bddb686228282d10b \
+    --hash=sha256:1c2a768fdd44ee4a9339a9b0b130049139b8ce3c01d2ce09f67f5a68048d477c \
+    --hash=sha256:1c2aed2e5e41f24ea8ef1590b8e848a79b56f3a5564a65ceec43c9d692dc7d8a \
+    --hash=sha256:1dc8b0ea451d6e69735094606991f32867807881400f808a106ee1d963c46a83 \
+    --hash=sha256:1efde3cae86c8c273f1eb3b287be7d8499420cf2fe7585c41d370d3e790054a5 \
+    --hash=sha256:202389074300232baeb53ae2569a60901f7efadd4245cf3a3bf0617d60b439d7 \
+    --hash=sha256:203104ed3e428044fd943bc4bf45fa73c0730391f9621e37fe39ecf477b128cb \
+    --hash=sha256:2257141f39fe65a3fdf38aeccae4b953e5f3b3324f4ff0daf9f15b8518666a2c \
+    --hash=sha256:298930cec56029e05497a76988377cbd7457ba864beeea92ad7e844fe74cd1f1 \
+    --hash=sha256:2cd4a60d0e2fb04537162c62bbbb4182f53541fe0ede35cdf270a1c1e723cc42 \
+    --hash=sha256:2d6eb928e13016cea4f1f21d1e10c1cebd5a421bc57ddf5b1142ae3f86824fab \
+    --hash=sha256:2fe249cb4651fd12605b7288b24751d8bfd46d35f12a20b1ba33dea122e690df \
+    --hash=sha256:30b8d1d8c52a48c2c5690e152c169b673487a2a58de1ec7393196753063fcd5e \
+    --hash=sha256:320ade88cfb846b8cd6b4ddf5ee9e80ee0c1f52401f2456b84ae1ae6a1a5f207 \
+    --hash=sha256:3534e7dcbdcf757da6b85a0bbf5b6868786d5982dd959b065e65481644817a18 \
+    --hash=sha256:36836d6ff945a00b88ba1e4572d721e60b5b8c98c155d465f56ad19d68f23734 \
+    --hash=sha256:38c0109396c4cfc574d502df99742a45c72c08eff0a36158b6f04000043dbf38 \
+    --hash=sha256:3946fa46a0cf3e4c8cb1cc52f56bb536310d34f25f01ca9b6c16afa767dab110 \
+    --hash=sha256:3bec022aec2c514d9cf199522a802bd007cd588ab17ab2525f20f9c34d067c18 \
+    --hash=sha256:3c9a494bc5ec77d43cea229c4f6db1e4d8fe7e1bbffa8b6f0f0032430ff8ab44 \
+    --hash=sha256:3dce51d0f5e7951f8bb4900c257dad282f49190fdbebecd4ba99bcc41fef404d \
+    --hash=sha256:3dedcc22d73ec993f42055eff4fcfed9318d1eeb9a6606c55892a26964964e48 \
+    --hash=sha256:4042d5c8f957e15221d423ba781e85d553722fc4113f523f2feb7b188cc34c5e \
+    --hash=sha256:481551899c856c704d58119b5025793fa6730adda3571971af568f66d2424bb5 \
+    --hash=sha256:4dc1e73c36828f982bfe79fadf5919923f8a6f4df2860804db9a98c48824ce8d \
+    --hash=sha256:4e5163c14bffd570ef2affbfdd77bba66383890797df43dc8b4cc7d6f500bf53 \
+    --hash=sha256:511ef87c8aec0783e08ac18565a16d435372bc1ac25a91e6ac7f5ef2b0bff790 \
+    --hash=sha256:532bc9bf33a68613fd7d65e4b1c71a6a38d7d42604ecf239c77392e9b4e8998c \
+    --hash=sha256:54523e136b8948060c0fa0bc7b1b50c32c186f2fceee897a495406bb6e311d2b \
+    --hash=sha256:5649fd1c7bade02f320a462fdefd0b4bd3ce036065836d4f42e0de958038e116 \
+    --hash=sha256:56be790f86bfb2c98fb742ce566dfb4816e5a83384616ab59c49e0604d49c51d \
+    --hash=sha256:5b77459df20e08151cd6f8b9ef8ef1f961ef73d85c21a555c7eed5b79410ec10 \
+    --hash=sha256:5ed6ab538499c8644b8a3e18debabcd7ce684f3fa91cf867521a7a0279cab2d6 \
+    --hash=sha256:6178f72c5508bfc5fd446a5905e698c6212932f25bcdd4b47a757a50605a90e2 \
+    --hash=sha256:6370e8686f662e6a3941ee48ed4742317cafbe5707e36406e9df792cdb535776 \
+    --hash=sha256:64f02c6841d7d83f832cd97ccf8eb8a906d06eb95d5276069175c696b024b60a \
+    --hash=sha256:65bcd23054beab4d166035cabbc868a09c1a49d1efe458fe8e4361215df40265 \
+    --hash=sha256:66671f93accb62ed07da56613636f3641f1a12c13046ce91ffc923721f23c008 \
+    --hash=sha256:6696b7688f54f5af4462118f0bfa7c1621eeb87154f77fa04b9295ce7a8f2943 \
+    --hash=sha256:6785f414ae0f3c733c437e0f3929197934f526d19dfaa75e18fdb4f94c6fb374 \
+    --hash=sha256:67f6279d125ca0046a7fd386d01b311c6363844deac3e5b069b514ba3e63c246 \
+    --hash=sha256:6c114670c45346afedc0d947faf3c7f701051d2518b943679c8ff88befe14f8e \
+    --hash=sha256:6e0d51f618228538a3e8f46bd246f87a6cd030565e015803691603f55e12afb5 \
+    --hash=sha256:6ed74185b2db44f41ef35fd1617c5888e59792da9bbc9190d6c7300617182616 \
+    --hash=sha256:708838739abf24b2ceb208d0e22403dd018faeef86ddac04319a62ae884c4f15 \
+    --hash=sha256:715479b9a2802ecac752a3b0efa2b0b60285cf962ee38414211abdfccc233b41 \
+    --hash=sha256:733784b6d6def852c814bce5f318d25da2ee65dd4839a0718641c696e09a2960 \
+    --hash=sha256:750e02e074872a3fad7f233b47734166440af3cdea0add3e95163110816d6752 \
+    --hash=sha256:752a45dc4a6934060b3b0dab47e04edc3326575f82be64bc4fc293914566503e \
+    --hash=sha256:7579e913a5339fb8fa133f6bbcfd8e6749696206cf05acdbdca71a1b436d8e72 \
+    --hash=sha256:7641bb8895e77f921102f72833904dcd9901df5d6d72a2ab8f31d04b7e51e4e7 \
+    --hash=sha256:7804338df6fcc08105c7745f1502ba68d900f45fd770d5bdd5288ddccb8a42d8 \
+    --hash=sha256:80d04837f55fc81da168b98de4f4b797ef007fc8a79ab71c6ec9bc4dd662b15b \
+    --hash=sha256:813c0e0132266c08eb87469a642cb30aaff57c5f426255419572aaeceeaa7bf4 \
+    --hash=sha256:82b271f5137d07749f7bf32f70b17ab6eaabedd297e75dce75081a24f76eb545 \
+    --hash=sha256:84c018e49c3bf790f9c2771c45e9313a08c2c2a6342b162cd650258b57817706 \
+    --hash=sha256:8751d2787c9131302398b11e6c8068053dcb55d5a8964e114b6e196cf16cb366 \
+    --hash=sha256:8778f0c7a52e56f75d12dae53ae320fae900a8b9b4164b981b9c5ce059cd1fcb \
+    --hash=sha256:87fad7d9ba98c86bcb41b2dc8dbb326619be2562af1f8ff50776a39e55721c5a \
+    --hash=sha256:8d828b6667a32a728a1ad1d93957cdf37489c57b97ae6c4de2860fa749b8fc1e \
+    --hash=sha256:8e385e4267ab76874ae30db04c627faaaf0b509e1ccc11a95b3fc3e83f855c00 \
+    --hash=sha256:92a0a01ead5e668468e952e4238cccd7c537364eb7d851ab144ab6627dbbe12f \
+    --hash=sha256:94e1885b270625a9a828c9793b4d52a64445299baa1fea5a173bf1d3dd9a1a5a \
+    --hash=sha256:a180c5e59792af262bf263b21a3c49353f25945d8d9f70628e73de370d55e1e1 \
+    --hash=sha256:a277ab8928b9f299723bc1a2dabb1265911b1a76341f90a510368ca44ad9ab66 \
+    --hash=sha256:a5fe03b42827c13cdccd08e6c0247b6a6d4b5e3cdc53fd1749f5896adcdc2356 \
+    --hash=sha256:a6c5863edfbe888d9eff9c8b8087354e27618d9da76425c119293f11712a6319 \
+    --hash=sha256:a89c23ef8d2c6b27fd200a42aa4ac72786e7c60d40efdc76e6011260b6e949c4 \
+    --hash=sha256:adb2597b428735679446b46c8badf467b4ca5f5056aae4d51a19f9570301b1ad \
+    --hash=sha256:ae196f021b5e7c78e918242d217db021ed2a6ace2bc6ae94c0fc596221c7f58d \
+    --hash=sha256:ae89db9e5f98a11a4bf50407d4363e7b09b31e55bc117b4f7d80aab97ba009e5 \
+    --hash=sha256:aed52fea0513bac0ccde438c188c8a471c4e0f457c2dd20cdbf6ea7a450046c7 \
+    --hash=sha256:aef65cd602a6d0e0ff6f9930fcb1c8fec60dd2cfcb6facaf4bdb0e5873042db0 \
+    --hash=sha256:af21eb4409a119e365397b2adbaca4c9ccab56543a65d5dbd9f920d6ac29f686 \
+    --hash=sha256:b14b2d9dac08e28bb8046a1a0434b1750eb221c8f5b87a68f4fa11a6f97b5e34 \
+    --hash=sha256:bb6d88045545b26da47aa879dd4a89a71d1dce0f0e549b1abcb31dfe4a8eac49 \
+    --hash=sha256:bb8cc7534f51d9a017b93e3e85b260924f909601c3df002bcdb58ddb4dc41a5c \
+    --hash=sha256:bc17a677b21b3502a21f66a8cc64f5bfad4df8a0b8434d661666f8ce90ac3af1 \
+    --hash=sha256:bd6c2a1c7573c64738d716488d2cdd3c00e340e4835707d8fdb8dc1a66ef164e \
+    --hash=sha256:bd9b23791fe793e4968dba0c447e12f78e425c59fc0e3b97f6450f4781f3ee60 \
+    --hash=sha256:c03a41a8784091e67a39648f70c5f97b5b6a37f216896d44d2cdcb82615339a0 \
+    --hash=sha256:c0f081d69a6e58272819b70288d3221a6ee64b98df852631c80f293514d3b274 \
+    --hash=sha256:c35abb8bfff0185efac5878da64c45dafd2b37fb0383add1be155a763c1f083d \
+    --hash=sha256:c36c333c39be2dbca264d7803333c896ab8fa7d4d6f0ab7edb7dfd7aea6e98c0 \
+    --hash=sha256:c45e9440fb78f8ddabcf714b68f936737a121355bf59f3907f4e17721b9d1aae \
+    --hash=sha256:c593052c465475e64bbfe5dbd81680f64a67fdc752c56d7a0ae205dc8aeefe0f \
+    --hash=sha256:cdd68a1fb318e290a2077696b7eb7a21a49163c455979c639bf5a5dcdc46617d \
+    --hash=sha256:ce3412fbe1e31eb81ea42f4169ed94861c56e643189e1e75f0041f3fe7020abe \
+    --hash=sha256:cf1493cd8607bec4d8a7b9b004e699fcf8f9103a9284cc94962cb73d20f9d4a3 \
+    --hash=sha256:cf29836da5119f3c8a8a70667b0ef5fdca3bb12f80fd06487cfa575b3909b393 \
+    --hash=sha256:d4a48e5b3c2a489fae013b7589308a40146ee081f6f509e047e0e096084ceca1 \
+    --hash=sha256:d560742f3c0d62afaccf9f41fe485ed69bd7661a241f86a3ef0f0fb8b1a397af \
+    --hash=sha256:d6038d37043bced98a66e68d3aa2b6a35505dc01328cd65217cefe82f25def44 \
+    --hash=sha256:d61f00a0869d77422d9b2aba989e2d24afa6ffd552af442e0e58de4f35ea6d00 \
+    --hash=sha256:d635aab80466bc95771bb78d5370e74d36d1fe31467b6b29b8b57b2a3cd7d22c \
+    --hash=sha256:dca4bbc466a95ba9c0234ef56d7dd9509f63da22274589ebd4ed7f1f4d4c54e3 \
+    --hash=sha256:dd915403e231e6b1809fe9b6d9fc55cf8fb5e02765ac625d9cd623342a7905d7 \
+    --hash=sha256:e044c39e41b92c845bc815e5ae4230804e8e7bc29e399b0437d64222d92809dd \
+    --hash=sha256:e060d01aec0a910bdccb8be71faf34e7799ce36950f8294c8bf612cba65a2c9e \
+    --hash=sha256:e1421b502d83040e6d7fb2fb18dff63957f720da3d77b2fbd3187ceb63755d7b \
+    --hash=sha256:e17b8d5d6a8c47c85e68ca8379def1303fd360c3e22093a807cd34a71cd082b8 \
+    --hash=sha256:e5f4d355f0a2b1a31bc3edec6795b46324349c9cb25eed068049e4f472fb4259 \
+    --hash=sha256:e712b419df8ba5e42b226c510472b37bd57b38e897d3eca5e8cfd410a29fa859 \
+    --hash=sha256:e74327fb75de8986940def6e8dee4f127cc9752bee7355bb323cc5b2659b6d46 \
+    --hash=sha256:e80c8378d8f3d83cd3164da1ad2df9e37a666cdde7b1cb2298ed0b558064be30 \
+    --hash=sha256:e8ac484bf18ce6975760921bb6148041faa8fef0547200386ea0b52b5d27bf7b \
+    --hash=sha256:eca9705049ad3c7345d574e3510665cb2cf844c2f2dcfe675332677f081cbd46 \
+    --hash=sha256:ed065083d0898c9d5b4bbec7b026fd755ff7454e6e8b73a67f8c744b13986e24 \
+    --hash=sha256:edac0f1ab77644605be2cbba52e6b7f630731fc42b34cb0f634be1a6eface56a \
+    --hash=sha256:effc3f449787117233702311a1b7d8f59cba9ced946ba727bdc329ec69028e24 \
+    --hash=sha256:f22dec1690b584cea26fade98b2435c132c1b5f68e39f5a0b7627cd7ae31f1dc \
+    --hash=sha256:f495a1652cf3fbab2eb0639776dad966c2fb874d79d87ca07f9d5f059b8bd215 \
+    --hash=sha256:f496c9c3cc02230093d8330875c4c3cdfc3b73612a5fd921c65d39cbcef08063 \
+    --hash=sha256:f59099f9b66f0d7145115e6f80dd8b1d847176df89b234a5a6b3f00437aa0832 \
+    --hash=sha256:f59ad4c0e8f6bba240a9bb85504faa1ab438237199d4cce5f622761507b8f6a6 \
+    --hash=sha256:fbccdc05410c9ee21bbf16a35f4c1d16123dcdeb8a1d38f33654fa21d0234f79 \
+    --hash=sha256:fea24543955a6a729c45a73fe90e08c743f0b3334bbf3201e6c4bc1b0c7fa464
+    # via requests
+click==8.3.3 \
+    --hash=sha256:398329ad4837b2ff7cbe1dd166a4c0f8900c3ca3a218de04466f38f6497f18a2 \
+    --hash=sha256:a2bf429bb3033c89fa4936ffb35d5cb471e3719e1f3c8a7c3fff0b8314305613
+    # via typer
+colorama==0.4.6 ; sys_platform == 'win32' \
+    --hash=sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44 \
+    --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
+    # via
+    #   click
+    #   ipython
+    #   pytest
+    #   tqdm
+decorator==5.2.1 \
+    --hash=sha256:65f266143752f734b0a7cc83c46f4618af75b8c5911b00ccb61d0ac9b6da0360 \
+    --hash=sha256:d316bb415a2d9e2d2b3abcc4084c6502fc09240e292cd76a76afc106a1c8e04a
+    # via ipython
+dpath==2.2.0 \
+    --hash=sha256:34f7e630dc55ea3f219e555726f5da4b4b25f2200319c8e6902c394258dd6a3e \
+    --hash=sha256:b330a375ded0a0d2ed404440f6c6a715deae5313af40bbb01c8a41d891900576
+    # via policyengine-core
+executing==2.2.1 \
+    --hash=sha256:3632cc370565f6648cc328b32435bd120a1e4ebb20c77e3fdde9a13cd1e533c4 \
+    --hash=sha256:760643d3452b4d777d295bb167ccc74c64a81df23fb5e08eff250c425a4b2017
+    # via stack-data
+filelock==3.29.0 \
+    --hash=sha256:69974355e960702e789734cb4871f884ea6fe50bd8404051a3530bc07809cf90 \
+    --hash=sha256:96f5f6344709aa1572bbf631c640e4ebeeb519e08da902c39a001882f30ac258
+    # via huggingface-hub
+fsspec==2026.4.0 \
+    --hash=sha256:11ef7bb35dab8a394fde6e608221d5cf3e8499401c249bebaeaad760a1a8dec2 \
+    --hash=sha256:301d8ac70ae90ef3ad05dcf94d6c3754a097f9b5fe4667d2787aa359ec7df7e4
+    # via huggingface-hub
+h11==0.16.0 \
+    --hash=sha256:4e35b956cf45792e4caa5885e69fba00bdbc6ffafbfa020300e549b208ee5ff1 \
+    --hash=sha256:63cf8bbe7522de3bf65932fda1d9c2772064ffb3dae62d55932da54b31cb6c86
+    # via httpcore
+h5py==3.16.0 \
+    --hash=sha256:099f2525c9dcf28de366970a5fb34879aab20491589fa89ce2863a84218bb524 \
+    --hash=sha256:0f456f556e4e2cebeebd9d66adf8dc321770a42593494a0b6f0af54a7567b242 \
+    --hash=sha256:15922e485844f77c0b9d275396d435db3baa58292a9c2176a386e072e0cf2491 \
+    --hash=sha256:1677ad48b703f44efc9ea0c3ab284527f81bc4f318386aaaebc5fede6bbae56f \
+    --hash=sha256:171038f23bccddfc23f344cadabdfc9917ff554db6a0d417180d2747fe4c75a7 \
+    --hash=sha256:17d1f1630f92ad74494a9a7392ab25982ce2b469fc62da6074c0ce48366a2999 \
+    --hash=sha256:1897a771a7f40d05c262fc8f37376ec37873218544b70216872876c627640f63 \
+    --hash=sha256:18f2bbcd545e6991412253b98727374c356d67caa920e68dc79eab36bf5fedad \
+    --hash=sha256:2b2c02b0a160faed5fb33f1ba8a264a37ee240b22e049ecc827345d0d9043074 \
+    --hash=sha256:314b6054fe0b1051c2b0cb2df5cbdab15622fb05e80f202e3b6a5eee0d6fe365 \
+    --hash=sha256:346df559a0f7dcb31cf8e44805319e2ab24b8957c45e7708ce503b2ec79ba725 \
+    --hash=sha256:370a845f432c2c9619db8eed334d1e610c6015796122b0e57aa46312c22617d9 \
+    --hash=sha256:39c2838fb1e8d97bcf1755e60ad1f3dd76a7b2a475928dc321672752678b96db \
+    --hash=sha256:3e6cb3387c756de6a9492d601553dffea3fe11b5f22b443aac708c69f3f55e16 \
+    --hash=sha256:3fae9197390c325e62e0a1aa977f2f62d994aa87aab182abbea85479b791197c \
+    --hash=sha256:42108e93326c50c2810025aade9eac9d6827524cdccc7d4b75a546e5ab308edb \
+    --hash=sha256:42b012933a83e1a558c673176676a10ce2fd3759976a0fedee1e672d1e04fc9d \
+    --hash=sha256:43259303989ac8adacc9986695b31e35dba6fd1e297ff9c6a04b7da5542139cc \
+    --hash=sha256:4c6ab014ab704b4feaa719ae783b86522ed0bf1f82184704ed3c9e4e3228796e \
+    --hash=sha256:656f00e4d903199a1d58df06b711cf3ca632b874b4207b7dbec86185b5c8c7d4 \
+    --hash=sha256:698dd69291272642ffda44a0ecd6cd3bda5faf9621452d255f57ce91487b9794 \
+    --hash=sha256:719439d14b83f74eeb080e9650a6c7aa6d0d9ea0ca7f804347b05fac6fbf18af \
+    --hash=sha256:7c4dd4cf5f0a4e36083f73172f6cfc25a5710789269547f132a20975bfe2434c \
+    --hash=sha256:7e420b539fb6023a259a1b14d4c9f6df8cf50d7268f48e161169987a57b737ff \
+    --hash=sha256:8389e13a1fd745ad2856873e8187fd10268b2d9677877bb667b41aebd771d8b7 \
+    --hash=sha256:85b9c49dd58dc44cf70af944784e2c2038b6f799665d0dcbbc812a26e0faa859 \
+    --hash=sha256:86385ea895508220b8a7e45efa428aeafaa586bd737c7af9ee04661d8d84a10d \
+    --hash=sha256:8975273c2c5921c25700193b408e28d6bdd0111c37468b2d4e25dcec4cd1d84d \
+    --hash=sha256:8c1eff849cdd53cbc73c214c30ebdb6f1bb8b64790b4b4fc36acdb5e43570210 \
+    --hash=sha256:9300ad32dea9dfc5171f94d5f6948e159ed93e4701280b0f508773b3f582f402 \
+    --hash=sha256:96b422019a1c8975c2d5dadcf61d4ba6f01c31f92bbde6e4649607885fe502d6 \
+    --hash=sha256:9c9d307c0ef862d1cd5714f72ecfafe0a5d7529c44845afa8de9f46e5ba8bd65 \
+    --hash=sha256:a0dbaad796840ccaa67a4c144a0d0c8080073c34c76d5a6941d6818678ef2738 \
+    --hash=sha256:a6fbc5367d4046801f9b7db9191b31895f22f1c6df1f9987d667854cac493538 \
+    --hash=sha256:bdef06507725b455fccba9c16529121a5e1fbf56aa375f7d9713d9e8ff42454d \
+    --hash=sha256:c3f0a0e136f2e95dd0b67146abb6668af4f1a69c81ef8651a2d316e8e01de447 \
+    --hash=sha256:c5313566f4643121a78503a473f0fb1e6dcc541d5115c44f05e037609c565c4d \
+    --hash=sha256:df02dd29bd247f98674634dfe41f89fd7c16ba3d7de8695ec958f58404a4e618 \
+    --hash=sha256:dfc21898ff025f1e8e67e194965a95a8d4754f452f83454538f98f8a3fcb207e \
+    --hash=sha256:e06f864bedb2c8e7c1358e6c73af48519e317457c444d6f3d332bb4e8fa6d7d9 \
+    --hash=sha256:e2c04d129f180019e216ee5f9c40b78a418634091c8782e1f723a6ca3658b965 \
+    --hash=sha256:e4360f15875a532bc7b98196c7592ed4fc92672a57c0a621355961cafb17a6dd \
+    --hash=sha256:ec86d4fffd87a0f4cb3d5796ceb5a50123a2a6d99b43e616e5504e66a953eca3 \
+    --hash=sha256:fa48993a0b799737ba7fd21e2350fa0a60701e58180fae9f2de834bc39a147ab \
+    --hash=sha256:faca8fb4e4319c09d83337adc80b2ca7d5c5a343c2d6f1b6388f32cfecca13c1 \
+    --hash=sha256:fb1720028d99040792bb2fb31facb8da44a6f29df7697e0b84f0d79aff2e9bd3 \
+    --hash=sha256:ff24039e2573297787c3063df64b60aab0591980ac898329a08b0320e0cf2527 \
+    --hash=sha256:ffbab2fedd6581f6aa31cf1639ca2cb86e02779de525667892ebf4cc9fd26434
+    # via policyengine-core
+hf-xet==1.5.0 ; platform_machine == 'AMD64' or platform_machine == 'aarch64' or platform_machine == 'amd64' or platform_machine == 'arm64' or platform_machine == 'x86_64' \
+    --hash=sha256:1e60df5a42e9bed8628b6416af2cba4cba57ae9f02de226a06b020d98e1aab18 \
+    --hash=sha256:2806c7c17b4d23f8d88f7c4814f838c3b6150773fe339c20af23e1cfaf2797e4 \
+    --hash=sha256:2baea1b0b989e5c152fe81425f7745ddc8901280ba3d97c98d8cdece7b706c60 \
+    --hash=sha256:3531b1823a0e6d77d80f9ed15ca0e00f0d115094f8ac033d5cae88f4564cc949 \
+    --hash=sha256:4b35549ce62601b84da4ff9b24d970032ace3d4430f52d91bcbb26c901d6c690 \
+    --hash=sha256:526345b3ed45f374f6317349df489167606736c876241ba984105afe7fd4839d \
+    --hash=sha256:5906bf7718d3636dc13402914736abe723492cb730f744834f5f5b67d3a12702 \
+    --hash=sha256:5f3dc2248fc01cc0a00cd392ab497f1ca373fcbc7e3f2da1f452480b384e839e \
+    --hash=sha256:73a0dae8c71de3b0633a45c73f4a4a5ed09e94b43441d82981a781d4f12baa42 \
+    --hash=sha256:786d28e2eb8315d5035544b9d137b4a842d600c434bb91bf7d0d953cce906ad4 \
+    --hash=sha256:7d70fe2ce97b9db73b9c9b9c81fe3693640aec83416a966c446afea54acfae3c \
+    --hash=sha256:872d5601e6deea30d15865ede55d29eac6daf5a534ab417b99b6ef6b076dd96c \
+    --hash=sha256:8dbcbab554c9ef158ef2c991545c3e970ddd8cc7acdcd0a78c5a41095dab4ded \
+    --hash=sha256:9929561f5abf4581c8ea79587881dfef6b8abb2a0d8a51915936fc2a614f4e73 \
+    --hash=sha256:9a0ee58cd18d5ea799f7ed11290bbccbe56bdd8b1d97ca74b9cc49a3945d7a3b \
+    --hash=sha256:a60290ec57e9b71767fba7c3645ddafdd0759974b540441510c629c6db6db24a \
+    --hash=sha256:b285cea1b5bab46b758772716ba8d6854a1a0310fed1c249d678a8b38601e5a0 \
+    --hash=sha256:b6c9df403040248c76d808d3e047d64db2d923bae593eb244c41e425cf6cd7be \
+    --hash=sha256:c799d49f1a5544a0ef7591c0ee75e0d6b93d6f56dc7a4979f59f7518d2872216 \
+    --hash=sha256:cf7b2dc6f31a4ea754bb50f74cde482dcf5d366d184076d8530b9872787f3761 \
+    --hash=sha256:dad0dc84e941b8ba3c860659fe1fdc35c049d47cce293f003287757e971a8f56 \
+    --hash=sha256:e0fb0a34d9f406eed88233e829a67ec016bec5af19e480eac65a233ea289a948 \
+    --hash=sha256:e5de0f6deada0dada870bb376a11bcd1f08abf3a968a6d118f33e72d1b1eb480 \
+    --hash=sha256:f7b7bbae318e583a86fb21e5a4a175d6721d628a2874f4bd022d0e660c32a682 \
+    --hash=sha256:fd6e5a9b0fdac4ed03ed45ef79254a655b1aaab514a02202617fbf643f5fdf7a
+    # via huggingface-hub
+httpcore==1.0.9 \
+    --hash=sha256:2d400746a40668fc9dec9810239072b40b4484b640a8c38fd654a024c7a1bf55 \
+    --hash=sha256:6e34463af53fd2ab5d807f399a9b45ea31c3dfa2276f15a2c3f00afff6e176e8
+    # via httpx
+httpx==0.28.1 \
+    --hash=sha256:75e98c5f16b0f35b567856f597f06ff2270a374470a5c2392242528e3e3e42fc \
+    --hash=sha256:d909fcccc110f8c7faf814ca82a9a4d816bc5a6dbfea25d6591d6985b8ba59ad
+    # via huggingface-hub
+huggingface-hub==1.14.0 \
+    --hash=sha256:d6d2c9cd6be1d02ae9ec6672d5587d10a427f377db688e82528f426a041622c2 \
+    --hash=sha256:efe075535c62e130b30e836b138e13785f6f043d1f0539e0a39aa411a99e90b8
+    # via policyengine-core
+idna==3.13 \
+    --hash=sha256:585ea8fe5d69b9181ec1afba340451fba6ba764af97026f92a91d4eef164a242 \
+    --hash=sha256:892ea0cde124a99ce773decba204c5552b69c3c67ffd5f232eb7696135bc8bb3
+    # via
+    #   anyio
+    #   httpx
+    #   requests
+iniconfig==2.3.0 \
+    --hash=sha256:c76315c77db068650d49c5b56314774a7804df16fee4402c1f19d6d15d8c4730 \
+    --hash=sha256:f631c04d2c48c52b84d0d0549c99ff3859c98df65b3101406327ecc7d53fbf12
+    # via pytest
+ipython==8.39.0 \
+    --hash=sha256:4110ae96012c379b8b6db898a07e186c40a2a1ef5d57a7fa83166047d9da7624 \
+    --hash=sha256:bb3c51c4fa8148ab1dea07a79584d1c854e234ea44aa1283bcb37bc75054651f
+    # via
+    #   policyengine-core
+    #   pyvis
+jedi==0.20.0 \
+    --hash=sha256:7bdd9c2634f56713299976f4cbd59cb3fa92165cc5e05ea811fb253480728b67 \
+    --hash=sha256:c3f4ccbd276696f4b19c54618d4fb18f9fc24b0aef02acf704b23f487daa1011
+    # via ipython
+jinja2==3.1.6 \
+    --hash=sha256:0137fb05990d35f1275a587e9aee6d56da821fc83491a0fb838183be43f66d6d \
+    --hash=sha256:85ece4451f492d0c13c5dd7c13a64681a86afae63a5f347908daf103ce6d2f67
+    # via pyvis
+jsonpickle==4.1.1 \
+    --hash=sha256:bb141da6057898aa2438ff268362b126826c812a1721e31cf08a6e142910dc91 \
+    --hash=sha256:f86e18f13e2b96c1c1eede0b7b90095bbb61d99fedc14813c44dc2f361dbbae1
+    # via pyvis
+jsonschema==4.26.0 \
+    --hash=sha256:0c26707e2efad8aa1bfc5b7ce170f3fccc2e4918ff85989ba9ffa9facb2be326 \
+    --hash=sha256:d489f15263b8d200f8387e64b4c3a75f06629559fb73deb8fdfb525f2dab50ce
+    # via policyengine
+jsonschema-specifications==2025.9.1 \
+    --hash=sha256:98802fee3a11ee76ecaca44429fda8a41bff98b00a0f2838151b113f210cc6fe \
+    --hash=sha256:b540987f239e745613c7a9176f3edb72b832a4ac465cf02712288397832b5e8d
+    # via jsonschema
+markdown-it-py==4.2.0 \
+    --hash=sha256:04a21681d6fbb623de53f6f364d352309d4094dd4194040a10fd51833e418d49 \
+    --hash=sha256:9f7ebbcd14fe59494226453aed97c1070d83f8d24b6fc3a3bcf9a38092641c4a
+    # via rich
+markupsafe==3.0.3 \
+    --hash=sha256:0303439a41979d9e74d18ff5e2dd8c43ed6c6001fd40e5bf2e43f7bd9bbc523f \
+    --hash=sha256:068f375c472b3e7acbe2d5318dea141359e6900156b5b2ba06a30b169086b91a \
+    --hash=sha256:0bf2a864d67e76e5c9a34dc26ec616a66b9888e25e7b9460e1c76d3293bd9dbf \
+    --hash=sha256:0db14f5dafddbb6d9208827849fad01f1a2609380add406671a26386cdf15a19 \
+    --hash=sha256:0eb9ff8191e8498cca014656ae6b8d61f39da5f95b488805da4bb029cccbfbaf \
+    --hash=sha256:0f4b68347f8c5eab4a13419215bdfd7f8c9b19f2b25520968adfad23eb0ce60c \
+    --hash=sha256:1085e7fbddd3be5f89cc898938f42c0b3c711fdcb37d75221de2666af647c175 \
+    --hash=sha256:116bb52f642a37c115f517494ea5feb03889e04df47eeff5b130b1808ce7c219 \
+    --hash=sha256:12c63dfb4a98206f045aa9563db46507995f7ef6d83b2f68eda65c307c6829eb \
+    --hash=sha256:133a43e73a802c5562be9bbcd03d090aa5a1fe899db609c29e8c8d815c5f6de6 \
+    --hash=sha256:1353ef0c1b138e1907ae78e2f6c63ff67501122006b0f9abad68fda5f4ffc6ab \
+    --hash=sha256:15d939a21d546304880945ca1ecb8a039db6b4dc49b2c5a400387cdae6a62e26 \
+    --hash=sha256:177b5253b2834fe3678cb4a5f0059808258584c559193998be2601324fdeafb1 \
+    --hash=sha256:1872df69a4de6aead3491198eaf13810b565bdbeec3ae2dc8780f14458ec73ce \
+    --hash=sha256:1b4b79e8ebf6b55351f0d91fe80f893b4743f104bff22e90697db1590e47a218 \
+    --hash=sha256:1b52b4fb9df4eb9ae465f8d0c228a00624de2334f216f178a995ccdcf82c4634 \
+    --hash=sha256:1ba88449deb3de88bd40044603fafffb7bc2b055d626a330323a9ed736661695 \
+    --hash=sha256:1cc7ea17a6824959616c525620e387f6dd30fec8cb44f649e31712db02123dad \
+    --hash=sha256:218551f6df4868a8d527e3062d0fb968682fe92054e89978594c28e642c43a73 \
+    --hash=sha256:26a5784ded40c9e318cfc2bdb30fe164bdb8665ded9cd64d500a34fb42067b1c \
+    --hash=sha256:2713baf880df847f2bece4230d4d094280f4e67b1e813eec43b4c0e144a34ffe \
+    --hash=sha256:2a15a08b17dd94c53a1da0438822d70ebcd13f8c3a95abe3a9ef9f11a94830aa \
+    --hash=sha256:2f981d352f04553a7171b8e44369f2af4055f888dfb147d55e42d29e29e74559 \
+    --hash=sha256:32001d6a8fc98c8cb5c947787c5d08b0a50663d139f1305bac5885d98d9b40fa \
+    --hash=sha256:3524b778fe5cfb3452a09d31e7b5adefeea8c5be1d43c4f810ba09f2ceb29d37 \
+    --hash=sha256:3537e01efc9d4dccdf77221fb1cb3b8e1a38d5428920e0657ce299b20324d758 \
+    --hash=sha256:35add3b638a5d900e807944a078b51922212fb3dedb01633a8defc4b01a3c85f \
+    --hash=sha256:38664109c14ffc9e7437e86b4dceb442b0096dfe3541d7864d9cbe1da4cf36c8 \
+    --hash=sha256:3a7e8ae81ae39e62a41ec302f972ba6ae23a5c5396c8e60113e9066ef893da0d \
+    --hash=sha256:3b562dd9e9ea93f13d53989d23a7e775fdfd1066c33494ff43f5418bc8c58a5c \
+    --hash=sha256:457a69a9577064c05a97c41f4e65148652db078a3a509039e64d3467b9e7ef97 \
+    --hash=sha256:4bd4cd07944443f5a265608cc6aab442e4f74dff8088b0dfc8238647b8f6ae9a \
+    --hash=sha256:4e885a3d1efa2eadc93c894a21770e4bc67899e3543680313b09f139e149ab19 \
+    --hash=sha256:4faffd047e07c38848ce017e8725090413cd80cbc23d86e55c587bf979e579c9 \
+    --hash=sha256:509fa21c6deb7a7a273d629cf5ec029bc209d1a51178615ddf718f5918992ab9 \
+    --hash=sha256:5678211cb9333a6468fb8d8be0305520aa073f50d17f089b5b4b477ea6e67fdc \
+    --hash=sha256:591ae9f2a647529ca990bc681daebdd52c8791ff06c2bfa05b65163e28102ef2 \
+    --hash=sha256:5a7d5dc5140555cf21a6fefbdbf8723f06fcd2f63ef108f2854de715e4422cb4 \
+    --hash=sha256:69c0b73548bc525c8cb9a251cddf1931d1db4d2258e9599c28c07ef3580ef354 \
+    --hash=sha256:6b5420a1d9450023228968e7e6a9ce57f65d148ab56d2313fcd589eee96a7a50 \
+    --hash=sha256:722695808f4b6457b320fdc131280796bdceb04ab50fe1795cd540799ebe1698 \
+    --hash=sha256:729586769a26dbceff69f7a7dbbf59ab6572b99d94576a5592625d5b411576b9 \
+    --hash=sha256:77f0643abe7495da77fb436f50f8dab76dbc6e5fd25d39589a0f1fe6548bfa2b \
+    --hash=sha256:795e7751525cae078558e679d646ae45574b47ed6e7771863fcc079a6171a0fc \
+    --hash=sha256:7be7b61bb172e1ed687f1754f8e7484f1c8019780f6f6b0786e76bb01c2ae115 \
+    --hash=sha256:7c3fb7d25180895632e5d3148dbdc29ea38ccb7fd210aa27acbd1201a1902c6e \
+    --hash=sha256:7e68f88e5b8799aa49c85cd116c932a1ac15caaa3f5db09087854d218359e485 \
+    --hash=sha256:83891d0e9fb81a825d9a6d61e3f07550ca70a076484292a70fde82c4b807286f \
+    --hash=sha256:8485f406a96febb5140bfeca44a73e3ce5116b2501ac54fe953e488fb1d03b12 \
+    --hash=sha256:8709b08f4a89aa7586de0aadc8da56180242ee0ada3999749b183aa23df95025 \
+    --hash=sha256:8f71bc33915be5186016f675cd83a1e08523649b0e33efdb898db577ef5bb009 \
+    --hash=sha256:915c04ba3851909ce68ccc2b8e2cd691618c4dc4c4232fb7982bca3f41fd8c3d \
+    --hash=sha256:949b8d66bc381ee8b007cd945914c721d9aba8e27f71959d750a46f7c282b20b \
+    --hash=sha256:94c6f0bb423f739146aec64595853541634bde58b2135f27f61c1ffd1cd4d16a \
+    --hash=sha256:9a1abfdc021a164803f4d485104931fb8f8c1efd55bc6b748d2f5774e78b62c5 \
+    --hash=sha256:9b79b7a16f7fedff2495d684f2b59b0457c3b493778c9eed31111be64d58279f \
+    --hash=sha256:a320721ab5a1aba0a233739394eb907f8c8da5c98c9181d1161e77a0c8e36f2d \
+    --hash=sha256:a4afe79fb3de0b7097d81da19090f4df4f8d3a2b3adaa8764138aac2e44f3af1 \
+    --hash=sha256:ad2cf8aa28b8c020ab2fc8287b0f823d0a7d8630784c31e9ee5edea20f406287 \
+    --hash=sha256:b8512a91625c9b3da6f127803b166b629725e68af71f8184ae7e7d54686a56d6 \
+    --hash=sha256:bc51efed119bc9cfdf792cdeaa4d67e8f6fcccab66ed4bfdd6bde3e59bfcbb2f \
+    --hash=sha256:bdc919ead48f234740ad807933cdf545180bfbe9342c2bb451556db2ed958581 \
+    --hash=sha256:bdd37121970bfd8be76c5fb069c7751683bdf373db1ed6c010162b2a130248ed \
+    --hash=sha256:be8813b57049a7dc738189df53d69395eba14fb99345e0a5994914a3864c8a4b \
+    --hash=sha256:c0c0b3ade1c0b13b936d7970b1d37a57acde9199dc2aecc4c336773e1d86049c \
+    --hash=sha256:c47a551199eb8eb2121d4f0f15ae0f923d31350ab9280078d1e5f12b249e0026 \
+    --hash=sha256:c4ffb7ebf07cfe8931028e3e4c85f0357459a3f9f9490886198848f4fa002ec8 \
+    --hash=sha256:ccfcd093f13f0f0b7fdd0f198b90053bf7b2f02a3927a30e63f3ccc9df56b676 \
+    --hash=sha256:d2ee202e79d8ed691ceebae8e0486bd9a2cd4794cec4824e1c99b6f5009502f6 \
+    --hash=sha256:d53197da72cc091b024dd97249dfc7794d6a56530370992a5e1a08983ad9230e \
+    --hash=sha256:d6dd0be5b5b189d31db7cda48b91d7e0a9795f31430b7f271219ab30f1d3ac9d \
+    --hash=sha256:d88b440e37a16e651bda4c7c2b930eb586fd15ca7406cb39e211fcff3bf3017d \
+    --hash=sha256:de8a88e63464af587c950061a5e6a67d3632e36df62b986892331d4620a35c01 \
+    --hash=sha256:df2449253ef108a379b8b5d6b43f4b1a8e81a061d6537becd5582fba5f9196d7 \
+    --hash=sha256:e1c1493fb6e50ab01d20a22826e57520f1284df32f2d8601fdd90b6304601419 \
+    --hash=sha256:e1cf1972137e83c5d4c136c43ced9ac51d0e124706ee1c8aa8532c1287fa8795 \
+    --hash=sha256:e2103a929dfa2fcaf9bb4e7c091983a49c9ac3b19c9061b6d5427dd7d14d81a1 \
+    --hash=sha256:e56b7d45a839a697b5eb268c82a71bd8c7f6c94d6fd50c3d577fa39a9f1409f5 \
+    --hash=sha256:e8afc3f2ccfa24215f8cb28dcf43f0113ac3c37c2f0f0806d8c70e4228c5cf4d \
+    --hash=sha256:e8fc20152abba6b83724d7ff268c249fa196d8259ff481f3b1476383f8f24e42 \
+    --hash=sha256:eaa9599de571d72e2daf60164784109f19978b327a3910d3e9de8c97b5b70cfe \
+    --hash=sha256:ec15a59cf5af7be74194f7ab02d0f59a62bdcf1a537677ce67a2537c9b87fcda \
+    --hash=sha256:f190daf01f13c72eac4efd5c430a8de82489d9cff23c364c3ea822545032993e \
+    --hash=sha256:f34c41761022dd093b4b6896d4810782ffbabe30f2d443ff5f083e0cbbb8c737 \
+    --hash=sha256:f3e98bb3798ead92273dc0e5fd0f31ade220f59a266ffd8a4f6065e0a3ce0523 \
+    --hash=sha256:f42d0984e947b8adf7dd6dde396e720934d12c506ce84eea8476409563607591 \
+    --hash=sha256:f71a396b3bf33ecaa1626c255855702aca4d3d9fea5e051b41ac59a9c1c41edc \
+    --hash=sha256:f9e130248f4462aaa8e2552d547f36ddadbeaa573879158d721bbd33dfe4743a \
+    --hash=sha256:fed51ac40f757d41b7c48425901843666a6677e3e8eb0abcff09e4ba6e664f50
+    # via jinja2
+matplotlib-inline==0.2.2 \
+    --hash=sha256:3c821cf1c209f59fb2d2d64abbf5b23b67bcb2210d663f9918dd851c6da1fcf6 \
+    --hash=sha256:72f3fe8fce36b70d4a5b612f899090cd0401deddc4ea90e1572b9f4bfb058c79
+    # via ipython
+mdurl==0.1.2 \
+    --hash=sha256:84008a41e51615a49fc9966191ff91509e3c40b939176e643fd50a5c2196b8f8 \
+    --hash=sha256:bb413d29f5eea38f31dd4754dd7377d4465116fb207585f97bf925588687c1ba
+    # via markdown-it-py
+microdf-python==1.3.0 \
+    --hash=sha256:e17757a198648108eae24f39384e27b5ae8061acf1b43fa56520010dc00a7b55 \
+    --hash=sha256:f352fe32c25a4fd6d6188ef6aaca0214b53b29a8a7913aca6af0362dd9c922bd
+    # via
+    #   policyengine
+    #   policyengine-core
+    #   policyengine-uk
+msgpack==1.1.2 \
+    --hash=sha256:0051fffef5a37ca2cd16978ae4f0aef92f164df86823871b5162812bebecd8e2 \
+    --hash=sha256:04fb995247a6e83830b62f0b07bf36540c213f6eac8e851166d8d86d83cbd014 \
+    --hash=sha256:180759d89a057eab503cf62eeec0aa61c4ea1200dee709f3a8e9397dbb3b6931 \
+    --hash=sha256:1d1418482b1ee984625d88aa9585db570180c286d942da463533b238b98b812b \
+    --hash=sha256:1de460f0403172cff81169a30b9a92b260cb809c4cb7e2fc79ae8d0510c78b6b \
+    --hash=sha256:1fdf7d83102bf09e7ce3357de96c59b627395352a4024f6e2458501f158bf999 \
+    --hash=sha256:1fff3d825d7859ac888b0fbda39a42d59193543920eda9d9bea44d958a878029 \
+    --hash=sha256:283ae72fc89da59aa004ba147e8fc2f766647b1251500182fac0350d8af299c0 \
+    --hash=sha256:2929af52106ca73fcb28576218476ffbb531a036c2adbcf54a3664de124303e9 \
+    --hash=sha256:2e86a607e558d22985d856948c12a3fa7b42efad264dca8a3ebbcfa2735d786c \
+    --hash=sha256:350ad5353a467d9e3b126d8d1b90fe05ad081e2e1cef5753f8c345217c37e7b8 \
+    --hash=sha256:354e81bcdebaab427c3df4281187edc765d5d76bfb3a7c125af9da7a27e8458f \
+    --hash=sha256:365c0bbe981a27d8932da71af63ef86acc59ed5c01ad929e09a0b88c6294e28a \
+    --hash=sha256:372839311ccf6bdaf39b00b61288e0557916c3729529b301c52c2d88842add42 \
+    --hash=sha256:3b60763c1373dd60f398488069bcdc703cd08a711477b5d480eecc9f9626f47e \
+    --hash=sha256:41d1a5d875680166d3ac5c38573896453bbbea7092936d2e107214daf43b1d4f \
+    --hash=sha256:42eefe2c3e2af97ed470eec850facbe1b5ad1d6eacdbadc42ec98e7dcf68b4b7 \
+    --hash=sha256:446abdd8b94b55c800ac34b102dffd2f6aa0ce643c55dfc017ad89347db3dbdb \
+    --hash=sha256:454e29e186285d2ebe65be34629fa0e8605202c60fbc7c4c650ccd41870896ef \
+    --hash=sha256:4efd7b5979ccb539c221a4c4e16aac1a533efc97f3b759bb5a5ac9f6d10383bf \
+    --hash=sha256:5559d03930d3aa0f3aacb4c42c776af1a2ace2611871c84a75afe436695e6245 \
+    --hash=sha256:5928604de9b032bc17f5099496417f113c45bc6bc21b5c6920caf34b3c428794 \
+    --hash=sha256:59415c6076b1e30e563eb732e23b994a61c159cec44deaf584e5cc1dd662f2af \
+    --hash=sha256:5a46bf7e831d09470ad92dff02b8b1ac92175ca36b087f904a0519857c6be3ff \
+    --hash=sha256:602b6740e95ffc55bfb078172d279de3773d7b7db1f703b2f1323566b878b90e \
+    --hash=sha256:61c8aa3bd513d87c72ed0b37b53dd5c5a0f58f2ff9f26e1555d3bd7948fb7296 \
+    --hash=sha256:67016ae8c8965124fdede9d3769528ad8284f14d635337ffa6a713a580f6c030 \
+    --hash=sha256:6bde749afe671dc44893f8d08e83bf475a1a14570d67c4bb5cec5573463c8833 \
+    --hash=sha256:6c15b7d74c939ebe620dd8e559384be806204d73b4f9356320632d783d1f7939 \
+    --hash=sha256:70a0dff9d1f8da25179ffcf880e10cf1aad55fdb63cd59c9a49a1b82290062aa \
+    --hash=sha256:70c5a7a9fea7f036b716191c29047374c10721c389c21e9ffafad04df8c52c90 \
+    --hash=sha256:7bc8813f88417599564fafa59fd6f95be417179f76b40325b500b3c98409757c \
+    --hash=sha256:80a0ff7d4abf5fecb995fcf235d4064b9a9a8a40a3ab80999e6ac1e30b702717 \
+    --hash=sha256:86f8136dfa5c116365a8a651a7d7484b65b13339731dd6faebb9a0242151c406 \
+    --hash=sha256:897c478140877e5307760b0ea66e0932738879e7aa68144d9b78ea4c8302a84a \
+    --hash=sha256:8b696e83c9f1532b4af884045ba7f3aa741a63b2bc22617293a2c6a7c645f251 \
+    --hash=sha256:8e22ab046fa7ede9e36eeb4cfad44d46450f37bb05d5ec482b02868f451c95e2 \
+    --hash=sha256:94fd7dc7d8cb0a54432f296f2246bc39474e017204ca6f4ff345941d4ed285a7 \
+    --hash=sha256:99e2cb7b9031568a2a5c73aa077180f93dd2e95b4f8d3b8e14a73ae94a9e667e \
+    --hash=sha256:9ade919fac6a3e7260b7f64cea89df6bec59104987cbea34d34a2fa15d74310b \
+    --hash=sha256:9fba231af7a933400238cb357ecccf8ab5d51535ea95d94fc35b7806218ff844 \
+    --hash=sha256:a465f0dceb8e13a487e54c07d04ae3ba131c7c5b95e2612596eafde1dccf64a9 \
+    --hash=sha256:a605409040f2da88676e9c9e5853b3449ba8011973616189ea5ee55ddbc5bc87 \
+    --hash=sha256:a668204fa43e6d02f89dbe79a30b0d67238d9ec4c5bd8a940fc3a004a47b721b \
+    --hash=sha256:a7787d353595c7c7e145e2331abf8b7ff1e6673a6b974ded96e6d4ec09f00c8c \
+    --hash=sha256:a8f6e7d30253714751aa0b0c84ae28948e852ee7fb0524082e6716769124bc23 \
+    --hash=sha256:ad09b984828d6b7bb52d1d1d0c9be68ad781fa004ca39216c8a1e63c0f34ba3c \
+    --hash=sha256:bafca952dc13907bdfdedfc6a5f579bf4f292bdd506fadb38389afa3ac5b208e \
+    --hash=sha256:be52a8fc79e45b0364210eef5234a7cf8d330836d0a64dfbb878efa903d84620 \
+    --hash=sha256:be5980f3ee0e6bd44f3a9e9dea01054f175b50c3e6cdb692bc9424c0bbb8bf69 \
+    --hash=sha256:c63eea553c69ab05b6747901b97d620bb2a690633c77f23feb0c6a947a8a7b8f \
+    --hash=sha256:d198d275222dc54244bf3327eb8cbe00307d220241d9cec4d306d49a44e85f68 \
+    --hash=sha256:d62ce1f483f355f61adb5433ebfd8868c5f078d1a52d042b0a998682b4fa8c27 \
+    --hash=sha256:d99ef64f349d5ec3293688e91486c5fdb925ed03807f64d98d205d2713c60b46 \
+    --hash=sha256:db6192777d943bdaaafb6ba66d44bf65aa0e9c5616fa1d2da9bb08828c6b39aa \
+    --hash=sha256:e23ce8d5f7aa6ea6d2a2b326b4ba46c985dbb204523759984430db7114f8aa00 \
+    --hash=sha256:e64c8d2f5e5d5fda7b842f55dec6133260ea8f53c4257d64494c534f306bf7a9 \
+    --hash=sha256:e69b39f8c0aa5ec24b57737ebee40be647035158f14ed4b40e6f150077e21a84 \
+    --hash=sha256:ea5405c46e690122a76531ab97a079e184c0daf491e588592d6a23d3e32af99e \
+    --hash=sha256:f2cb069d8b981abc72b41aea1c580ce92d57c673ec61af4c500153a626cb9e20 \
+    --hash=sha256:fac4be746328f90caa3cd4bc67e6fe36ca2bf61d5c6eb6d895b6527e3f05071e \
+    --hash=sha256:fffee09044073e69f2bad787071aeec727183e7580443dfeb8556cbf1978d162
+    # via blosc2
+ndindex==1.10.1 \
+    --hash=sha256:03cf1e6cdac876bd8fc92d3b65bb223496b1581d10eab3ba113f7c195121a959 \
+    --hash=sha256:046c1e88d46b2bd2fd3483e06d27b4e85132b55bc693f2fca2db0bb56eea1e78 \
+    --hash=sha256:08bfdc1f7a0b408d15b3ce61d141ebbebdb47a25341967e425e104c5bd512a5c \
+    --hash=sha256:092b92c07690292ec7c6b266c38d7e63d254ec8d913ed06f2a8e16103eb7861a \
+    --hash=sha256:0ad8e060b26568c4e67c7b1dc2bc64e28597afdaabd7d63f98f655bfe2daa644 \
+    --hash=sha256:0f6113c1f031248f8818cbee1aa92aa3c9472b7701debcce9fddebcd2f610f11 \
+    --hash=sha256:157b5c34a1b779f5d27b790d9bd7e7b156d284e76be83c591a3ba003984f4956 \
+    --hash=sha256:1827a40301405b44ad709e388c5b48cf35cd90a67f77e63f0f17d87f6000fa81 \
+    --hash=sha256:1ae21b06235cb0884e97cf672780c170449baa0314085595cfe751705fa352de \
+    --hash=sha256:23d35696f802548143b5cc199bf2f171efb0061aa7934959251dd3bae56d038c \
+    --hash=sha256:27385939f317b55773ea53f6bf9334810cf1d66206034c0a6a6f2a88f2001c3c \
+    --hash=sha256:27a7729a4d33df6b96f7d5edff281d2b987bbe6545031c5eb606b95c47694f54 \
+    --hash=sha256:28741daca5926adff402247cd406f453ed5bb6042e82d6855938f805190e5ce9 \
+    --hash=sha256:2d6442ecce9b395aade5e9f2431e169e01393953a069f6d2d53a63b6c94d1d06 \
+    --hash=sha256:3307817bdc92846b18f309fae3582856f567dd6e0742fb0b41ac68682bfc4e2a \
+    --hash=sha256:346a4bf09f5771548665c8206e81daadb6b9925d409746e709894bdd98adc701 \
+    --hash=sha256:37f87f0e7690ae0324334740e0661d6297f2e62c9bf925127d249fb7eddd0ad8 \
+    --hash=sha256:3b0d9ce2c8488444499ab6d40e92e09867bf4413f5cf04c01635de923f44aa67 \
+    --hash=sha256:3ce3bd0882572269ca09285112cf38ce84baa2aaa5891551af968ca7c18f84bb \
+    --hash=sha256:4cea15cff221e76abd12e3e940c26124184735cf421c229307f5db6742e14dd7 \
+    --hash=sha256:588e8875d836a93b3cd9af482c8074bb02288ae1aff92cf277e1f02d9ae0f992 \
+    --hash=sha256:59a3222befc0f7cdc85fb9b90a567ae890f70a864bdeb660517e9ebcb36bf1bc \
+    --hash=sha256:5c026dbbf2455d97ce6456d8a50b349aee8fefa11027d020638c89e9be2c9c4c \
+    --hash=sha256:5c3634a8df43e7928122225a3d64d850c8957bd1edf2e403907deacb478af27b \
+    --hash=sha256:6928e47fb008903f2e41309b7ff1e59b16abbcd59e2e945454571c28b2433c9e \
+    --hash=sha256:72af787dcee3661f36fff9d144d989aacefe32e2c8b51ceef9babd46afb93a18 \
+    --hash=sha256:752e78a5e87911ded117c57a7246596f26c9c6da066de3c2b533b3db694949bb \
+    --hash=sha256:777bb6fa1dc72527fb43744b8c1499ca86e8e110b238d7aad6a686489c23d3bd \
+    --hash=sha256:78bfe25941d2dac406391ddd9baf0b0fce163807b98ecc2c47a3030ee8466319 \
+    --hash=sha256:78ce45106ebf67aeba99714818c721d8fd5fb9534daebd2565665a2d64b50fc9 \
+    --hash=sha256:7da34a78410c14341d5fff73be5ce924bd36500bf7f640fc59b8607d3a0df95e \
+    --hash=sha256:8644c76e74c0fbbdaa54752de30b7c6b98b1e8f6c05f0c6228632a29c862d83f \
+    --hash=sha256:87f83e8c35a7f49a68cd3a3054c406e6c22f8c1315f3905f7a778c657669187e \
+    --hash=sha256:890bb92f0a779e6f16bdbcc8bd2e06c32bcc0239e5893ba246114eb924aecaaa \
+    --hash=sha256:8ff1558ddbfedcecd1f6ed7777530917ad08f9c253fcaa8b7152a7aa4ca0264f \
+    --hash=sha256:9599fcb7411ffe601c367f0a5d4bc0ed588e3e7d9dc7604bdb32c8f669456b9e \
+    --hash=sha256:967b87b88dadb62555ec1039695c347254eccb8ca3d124c0e5dbe084c525fa93 \
+    --hash=sha256:9b5297f207ebc068c7cdf9e3cd7b95aa5c9ec04295d0a7e56b529f66787d4685 \
+    --hash=sha256:9d581f931e61f182478f18bdf5edd3955899df5da4892ed0d5de547a4cfd5b6f \
+    --hash=sha256:9fdf3ca16efcdfbb8800aa88fbab1bc6528e6a0504bcb9cf7af4cb9d50e9f5d9 \
+    --hash=sha256:a91e1a0398120233d5c3b23ccb2d4b78e970d66136f1a7221fa9a53873c3d5c5 \
+    --hash=sha256:a9a211ec2198994cb3600cd46adb335a740f27e4d406b40d48ed7b98d2d2a89b \
+    --hash=sha256:ae73cd2d66b09ef2f2a7d7f93bad396d6abf168d1ee825e403c6c5fb8ae1341c \
+    --hash=sha256:bada24abee6bc6ca438b2e6b68a752fc9b58b67bdcb54008e2bc6330ecb0a777 \
+    --hash=sha256:bc236d1612714cbd80610cf25a6ef92584ff1402e9d5a5c50e926195716f7d22 \
+    --hash=sha256:c5e9762452b163e33cfb6e821f86e45ba0b53bdfcd23ab5d57b48a8f566898cb \
+    --hash=sha256:c65ca639a7abf72d79f22424f4abd18dece1f289a2b7b028a0ca455edd2168d4 \
+    --hash=sha256:c67dde588c0fb89d872931a4ed5f9b4d21c1c70a3d92fdf0812a1de154239816 \
+    --hash=sha256:c9dd58d91220b1c1fe516324bfcf4114566c98e84b1cbbe416abe345c75bd557 \
+    --hash=sha256:cb76e0f3f235d8b1c768b17e771de48775d281713795c3aa045e8114ad61bdda \
+    --hash=sha256:cdb86a4176f2ae23bd4bcd0401ca35d5dad2d1ed0d0dca1ff64480ebe41b75d9 \
+    --hash=sha256:cf5855881884b8467dfcf45764ccf2e4279075be14b155b89c96994bb08d2e6f \
+    --hash=sha256:cf80241b40adffdc3276b2c9fb63a96c6c98b4a9d941892738de8add65083962 \
+    --hash=sha256:cf9e05986b2eb8c5993bce0f911d6cedd15bda30b5e35dd354b1ad1f4cc3599d \
+    --hash=sha256:d0ebdba2fade3f6916fe21fd49e2a0935af4f58c56100a60f3f2eb26e20baee7 \
+    --hash=sha256:dc7ebdbd465d25f29a9cd7ba31c304172351fc85626835385bcb72807d309a9a \
+    --hash=sha256:e2ad917bcdf8dc5ba1e21f01054c991d26862d4d01c3c203a50e907096d558ac \
+    --hash=sha256:e69a2cb1ac7be955c3c77f1def83f410775a81525c9ce2d4c0a3f2a61589ed47 \
+    --hash=sha256:e81a9bd36fe054b6c9fcc53d26bc9a28cf15d1ab52a0f5b854f894116f3a54e1 \
+    --hash=sha256:e851990a68937db5f485cd9f3e760c1fd47fa0f2a99f63a5e2cc880908faf3bb \
+    --hash=sha256:ef3ef22390a892d16286505083ee5b326317b21c255a0c7f744b1290a0b964a6 \
+    --hash=sha256:f77c4fd3f34c53037678020ab4e060da4bbdcae3a428797c7cbec69a6785dc93 \
+    --hash=sha256:f99b3e89220da3244d03c9c5473669c7107d361c129fd9b064622744dee1ce15 \
+    --hash=sha256:fa60637dfae1ee3fc057e420a52cc4ace38cf2c0d1a0451af2a3cba84d281842 \
+    --hash=sha256:fe5341e24dc992b09c258456ac90a09a6d25efdc2cb86dcc91d32c8891e1df9a
+    # via blosc2
+networkx==3.6.1 \
+    --hash=sha256:26b7c357accc0c8cde558ad486283728b65b6a95d85ee1cd66bafab4c8168509 \
+    --hash=sha256:d47fbf302e7d9cbbb9e2555a0d267983d2aa476bac30e90dfbe5669bd57f3762
+    # via pyvis
+numexpr==2.14.1 \
+    --hash=sha256:03130afa04edf83a7b590d207444f05a00363c9b9ea5d81c0f53b1ea13fad55a \
+    --hash=sha256:05f9366d23a2e991fd5a8b5e61a17558f028ba86158a4552f8f239b005cdf83c \
+    --hash=sha256:06855053de7a3a8425429bd996e8ae3c50b57637ad3e757e0fa0602a7874be30 \
+    --hash=sha256:09078ba73cffe94745abfbcc2d81ab8b4b4e9d7bfbbde6cac2ee5dbf38eee222 \
+    --hash=sha256:0d1dcbdc4d0374c0d523cee2f94f06b001623cbc1fd163612841017a3495427c \
+    --hash=sha256:15015d47d3d1487072d58c0e7682ef2eb608321e14099c39d52e2dd689483611 \
+    --hash=sha256:1f1a5e817c534539351aa75d26088e9e1e0ef1b3a6ab484047618a652ccc4fc3 \
+    --hash=sha256:2773ee1133f77009a1fc2f34fe236f3d9823779f5f75450e183137d49f00499f \
+    --hash=sha256:2a381e5e919a745c9503bcefffc1c7f98c972c04ec58fc8e999ed1a929e01ba6 \
+    --hash=sha256:2d03fcb4644a12f70a14d74006f72662824da5b6128bf1bcd10cc3ed80e64c34 \
+    --hash=sha256:2eac7a5a2f70b3768c67056445d1ceb4ecd9b853c8eda9563823b551aeaa5082 \
+    --hash=sha256:33265294376e7e2ae4d264d75b798a915d2acf37b9dd2b9405e8b04f84d05cfc \
+    --hash=sha256:36f8d5c1bd1355df93b43d766790f9046cccfc1e32b7c6163f75bcde682cda07 \
+    --hash=sha256:3a2839efa25f3c8d4133252ea7342d8f81226c7c4dda81f97a57e090b9d87a48 \
+    --hash=sha256:439ec4d57b853792ebe5456e3160312281c3a7071ecac5532ded3278ede614de \
+    --hash=sha256:44f84e0e5af219dbb62a081606156420815890e041b87252fbcea5df55214c4c \
+    --hash=sha256:47041f2f7b9e69498fb311af672ba914a60e6e6d804011caacb17d66f639e659 \
+    --hash=sha256:4be00b1086c7b7a5c32e31558122b7b80243fe098579b170967da83f3152b48b \
+    --hash=sha256:538961096c2300ea44240209181e31fae82759d26b51713b589332b9f2a4117e \
+    --hash=sha256:557887ad7f5d3c2a40fd7310e50597045a68e66b20a77b3f44d7bc7608523b4b \
+    --hash=sha256:587c41509bc373dfb1fe6086ba55a73147297247bedb6d588cda69169fc412f2 \
+    --hash=sha256:5aedf38d4c0c19d3cecfe0334c3f4099fb496f54c146223d30fa930084bc8574 \
+    --hash=sha256:638dce8320f4a1483d5ca4fda69f60a70ed7e66be6e68bc23fb9f1a6b78a9e3b \
+    --hash=sha256:64ae5dfd62d74a3ef82fe0b37f80527247f3626171ad82025900f46ffca4b39a \
+    --hash=sha256:67ea4771029ce818573b1998f5ca416bd255156feea017841b86176a938f7d19 \
+    --hash=sha256:6e575fd3ad41ddf3355d0c7ef6bd0168619dc1779a98fe46693cad5e95d25e6e \
+    --hash=sha256:70d80fcb418a54ca208e9a38e58ddc425c07f66485176b261d9a67c7f2864f73 \
+    --hash=sha256:75440c54fc01e130396650fdf307aa9d41a67dc06ddbfb288971b591c13a395b \
+    --hash=sha256:76db0bc6267e591ab9c4df405ffb533598e4c88239db7338d11ae9e4b368a85a \
+    --hash=sha256:790447be6879a6c51b9545f79612d24c9ea0a41d537a84e15e6a8ddef0b6268e \
+    --hash=sha256:7e87f6d203ac57239de32261c941e9748f9309cbc0da6295eabd0c438b920d3a \
+    --hash=sha256:823cd82c8e7937981339f634e7a9c6a92cb2d0b9d0a5cf627a5e394fffc05377 \
+    --hash=sha256:83647d846d3eeeb9a9255311236135286728b398d0d41d35dedb532dca807fe9 \
+    --hash=sha256:91ebae0ab18c799b0e6b8c5a8d11e1fa3848eb4011271d99848b297468a39430 \
+    --hash=sha256:94c711f6d8f17dfb4606842b403699603aa591ab9f6bf23038b488ea9cfb0f09 \
+    --hash=sha256:955c92b064f9074d2970cf3138f5e3b965be673b82024962ed526f39bc25a920 \
+    --hash=sha256:9f9137f1351b310436662b5dc6f4082a245efa8950c3b0d9008028df92fefb9b \
+    --hash=sha256:9fdcd4735121658a313f878fd31136d1bfc6a5b913219e7274e9fca9f8dac3bb \
+    --hash=sha256:a40b350cd45b4446076fa11843fa32bbe07024747aeddf6d467290bf9011b392 \
+    --hash=sha256:a4ba71db47ea99c659d88ee6233fa77b6dc83392f1d324e0c90ddf617ae3f421 \
+    --hash=sha256:af111c8fe6fc55d15e4c7cab11920fc50740d913636d486545b080192cd0ad73 \
+    --hash=sha256:c5f1b1605695778896534dfc6e130d54a65cd52be7ed2cd0cfee3981fd676bf5 \
+    --hash=sha256:d08856cfc1b440eb1caaa60515235369654321995dd68eb9377577392020f6cb \
+    --hash=sha256:d0fab3fd06a04f6b86102552b26aa5d85e20ac7d8296c15764c726eeabae6cc8 \
+    --hash=sha256:d686dfb2c1382d9e6e0ee0b7647f943c1886dba3adbf606c625479f35f1956c1 \
+    --hash=sha256:db78fa0c9fcbaded3ae7453faf060bd7a18b0dc10299d7fcd02d9362be1213ed \
+    --hash=sha256:dce0b5a0447baa7b44bc218ec2d7dcd175b8eee6083605293349c0c1d9b82fb6 \
+    --hash=sha256:dd72d8c2a165fe45ea7650b16eb8cc1792a94a722022006bb97c86fe51fd2091 \
+    --hash=sha256:dde9fa47ed319e1e1728940a539df3cb78326b7754bc7c6ab3152afc91808f9b \
+    --hash=sha256:e23b87f744e04e302d82ac5e2189ae20a533566aec76a46885376e20b0645bf8 \
+    --hash=sha256:e9b2f957798c67a2428be96b04bce85439bed05efe78eb78e4c2ca43737578e7 \
+    --hash=sha256:ebe4980f9494b9f94d10d2e526edc29e72516698d3bf95670ba79415492212a4 \
+    --hash=sha256:ec368819502b64f190c3f71be14a304780b5935c42aae5bf22c27cc2cbba70b5 \
+    --hash=sha256:ede79f7ff06629f599081de644546ce7324f1581c09b0ac174da88a470d39c21 \
+    --hash=sha256:edea2f20c2040df8b54ee8ca8ebda63de9545b2112872466118e9df4d0ae99f3 \
+    --hash=sha256:eee6d4fbbbc368e6cdd0772734d6249128d957b3b8ad47a100789009f4de7083 \
+    --hash=sha256:fdd886f4b7dbaf167633ee396478f0d0aa58ea2f9e7ccc3c6431019623e8d68f
+    # via
+    #   blosc2
+    #   policyengine-core
+    #   tables
+numpy==2.4.4 \
+    --hash=sha256:07077278157d02f65c43b1b26a3886bce886f95d20aabd11f87932750dfb14ed \
+    --hash=sha256:08f2e31ed5e6f04b118e49821397f12767934cfdd12a1ce86a058f91e004ee50 \
+    --hash=sha256:0aec54fd785890ecca25a6003fd9a5aed47ad607bbac5cd64f836ad8666f4959 \
+    --hash=sha256:0d35aea54ad1d420c812bfa0385c71cd7cc5bcf7c65fed95fc2cd02fe8c79827 \
+    --hash=sha256:0d4e437e295f18ec29bc79daf55e8a47a9113df44d66f702f02a293d93a2d6dd \
+    --hash=sha256:0dfd3f9d3adbe2920b68b5cd3d51444e13a10792ec7154cd0a2f6e74d4ab3233 \
+    --hash=sha256:1378871da56ca8943c2ba674530924bb8ca40cd228358a3b5f302ad60cf875fc \
+    --hash=sha256:15716cfef24d3a9762e3acdf87e27f58dc823d1348f765bbea6bef8c639bfa1b \
+    --hash=sha256:19710a9ca9992d7174e9c52f643d4272dcd1558c5f7af7f6f8190f633bd651a7 \
+    --hash=sha256:23cbfd4c17357c81021f21540da84ee282b9c8fba38a03b7b9d09ba6b951421e \
+    --hash=sha256:2483e4584a1cb3092da4470b38866634bafb223cbcd551ee047633fd2584599a \
+    --hash=sha256:27a8d92cd10f1382a67d7cf4db7ce18341b66438bdd9f691d7b0e48d104c2a9d \
+    --hash=sha256:28a650663f7314afc3e6ec620f44f333c386aad9f6fc472030865dc0ebb26ee3 \
+    --hash=sha256:2aa0613a5177c264ff5921051a5719d20095ea586ca88cc802c5c218d1c67d3e \
+    --hash=sha256:2c194dd721e54ecad9ad387c1d35e63dce5c4450c6dc7dd5611283dda239aabb \
+    --hash=sha256:2d19e6e2095506d1736b7d80595e0f252d76b89f5e715c35e06e937679ea7d7a \
+    --hash=sha256:2d390634c5182175533585cc89f3608a4682ccb173cc9bb940b2881c8d6f8fa0 \
+    --hash=sha256:30caa73029a225b2d40d9fae193e008e24b2026b7ee1a867b7ee8d96ca1a448e \
+    --hash=sha256:42c16925aa5a02362f986765f9ebabf20de75cdefdca827d14315c568dcab113 \
+    --hash=sha256:45dbed2ab436a9e826e302fcdcbe9133f9b0006e5af7168afb8963a6520da103 \
+    --hash=sha256:4636de7fd195197b7535f231b5de9e4b36d2c440b6e566d2e4e4746e6af0ca93 \
+    --hash=sha256:4a19d9dba1a76618dd86b164d608566f393f8ec6ac7c44f0cc879011c45e65af \
+    --hash=sha256:4bbc7f303d125971f60ec0aaad5e12c62d0d2c925f0ab1273debd0e4ba37aba5 \
+    --hash=sha256:4d6d57903571f86180eb98f8f0c839fa9ebbfb031356d87f1361be91e433f5b7 \
+    --hash=sha256:4e874c976154687c1f71715b034739b45c7711bec81db01914770373d125e392 \
+    --hash=sha256:51fc224f7ca4d92656d5a5eb315f12eb5fe2c97a66249aa7b5f562528a3be38c \
+    --hash=sha256:58c8b5929fcb8287cbd6f0a3fae19c6e03a5c48402ae792962ac465224a629a4 \
+    --hash=sha256:5a285b3b96f951841799528cd1f4f01cd70e7e0204b4abebac9463eecfcf2a40 \
+    --hash=sha256:5c70f1cc1c4efbe316a572e2d8b9b9cc44e89b95f79ca3331553fbb63716e2bf \
+    --hash=sha256:62d6b0f03b694173f9fcb1fb317f7222fd0b0b103e784c6549f5e53a27718c44 \
+    --hash=sha256:6a246d5914aa1c820c9443ddcee9c02bec3e203b0c080349533fae17727dfd1b \
+    --hash=sha256:6aa3236c78803afbcb255045fbef97a9e25a1f6c9888357d205ddc42f4d6eba5 \
+    --hash=sha256:6bbe4eb67390b0a0265a2c25458f6b90a409d5d069f1041e6aff1e27e3d9a79e \
+    --hash=sha256:715d1c092715954784bc79e1174fc2a90093dc4dc84ea15eb14dad8abdcdeb74 \
+    --hash=sha256:72944b19f2324114e9dc86a159787333b77874143efcf89a5167ef83cfee8af0 \
+    --hash=sha256:81f4a14bee47aec54f883e0cad2d73986640c1590eb9bfaaba7ad17394481e6e \
+    --hash=sha256:846300f379b5b12cc769334464656bc882e0735d27d9726568bc932fdc49d5ec \
+    --hash=sha256:86b6f55f5a352b48d7fbfd2dbc3d5b780b2d79f4d3c121f33eb6efb22e9a2015 \
+    --hash=sha256:874f200b2a981c647340f841730fc3a2b54c9d940566a3c4149099591e2c4c3d \
+    --hash=sha256:8a87ec22c87be071b6bdbd27920b129b94f2fc964358ce38f3822635a3e2e03d \
+    --hash=sha256:8b3b60bb7cba2c8c81837661c488637eee696f59a877788a396d33150c35d842 \
+    --hash=sha256:8e3ed142f2728df44263aaf5fb1f5b0b99f4070c553a0d7f033be65338329150 \
+    --hash=sha256:93e15038125dc1e5345d9b5b68aa7f996ec33b98118d18c6ca0d0b7d6198b7e8 \
+    --hash=sha256:989824e9faf85f96ec9c7761cd8d29c531ad857bfa1daa930cba85baaecf1a9a \
+    --hash=sha256:99d838547ace2c4aace6c4f76e879ddfe02bb58a80c1549928477862b7a6d6ed \
+    --hash=sha256:9b2aec6af35c113b05695ebb5749a787acd63cafc83086a05771d1e1cd1e555f \
+    --hash=sha256:9c585a1790d5436a5374bac930dad6ed244c046ed91b2b2a3634eb2971d21008 \
+    --hash=sha256:a7164afb23be6e37ad90b2f10426149fd75aee07ca55653d2aa41e66c4ef697e \
+    --hash=sha256:ac6b31e35612a26483e20750126d30d0941f949426974cace8e6b5c58a3657b0 \
+    --hash=sha256:ad2e2ef14e0b04e544ea2fa0a36463f847f113d314aa02e5b402fdf910ef309e \
+    --hash=sha256:b268594bccac7d7cf5844c7732e3f20c50921d94e36d7ec9b79e9857694b1b2f \
+    --hash=sha256:b5f0362dc928a6ecd9db58868fca5e48485205e3855957bdedea308f8672ea4a \
+    --hash=sha256:ba1f4fc670ed79f876f70082eff4f9583c15fb9a4b89d6188412de4d18ae2f40 \
+    --hash=sha256:ba203255017337d39f89bdd58417f03c4426f12beed0440cfd933cb15f8669c7 \
+    --hash=sha256:c901b15172510173f5cb310eae652908340f8dede90fff9e3bf6c0d8dfd92f83 \
+    --hash=sha256:c9b39d38a9bd2ae1becd7eac1303d031c5c110ad31f2b319c6e7d98b135c934d \
+    --hash=sha256:d2a8490669bfe99a233298348acc2d824d496dee0e66e31b66a6022c2ad74a5c \
+    --hash=sha256:dddbbd259598d7240b18c9d87c56a9d2fb3b02fe266f49a7c101532e78c1d871 \
+    --hash=sha256:df3775294accfdd75f32c74ae39fcba920c9a378a2fc18a12b6820aa8c1fb502 \
+    --hash=sha256:e44319a2953c738205bf3354537979eaa3998ed673395b964c1176083dd46252 \
+    --hash=sha256:e4a010c27ff6f210ff4c6ef34394cd61470d01014439b192ec22552ee867f2a8 \
+    --hash=sha256:e823b8b6edc81e747526f70f71a9c0a07ac4e7ad13020aa736bb7c9d67196115 \
+    --hash=sha256:e892aff75639bbef0d2a2cfd55535510df26ff92f63c92cd84ef8d4ba5a5557f \
+    --hash=sha256:eea7ac5d2dce4189771cedb559c738a71512768210dc4e4753b107a2048b3d0e \
+    --hash=sha256:ef4059d6e5152fa1a39f888e344c73fdc926e1b2dd58c771d67b0acfbf2aa67d \
+    --hash=sha256:f169b9a863d34f5d11b8698ead99febeaa17a13ca044961aa8e2662a6c7766a0 \
+    --hash=sha256:f2cf083b324a467e1ab358c105f6cad5ea950f50524668a80c486ff1db24e119 \
+    --hash=sha256:f8474c4241bc18b750be2abea9d7a9ec84f46ef861dbacf86a4f6e043401f79e \
+    --hash=sha256:f983334aea213c99992053ede6168500e5f086ce74fbc4acc3f2b00f5762e9db \
+    --hash=sha256:f9e75681b59ddaa5e659898085ae0eaea229d054f2ac0c7e563a62205a700121 \
+    --hash=sha256:fbc356aae7adf9e6336d336b9c8111d390a05df88f1805573ebb0807bd06fd1d \
+    --hash=sha256:fcfe2045fd2e8f3cb0ce9d4ba6dba6333b8fa05bb8a4939c908cd43322d14c7e
+    # via
+    #   blosc2
+    #   h5py
+    #   microdf-python
+    #   numexpr
+    #   pandas
+    #   policyengine-core
+    #   tables
+packaging==26.2 \
+    --hash=sha256:5fc45236b9446107ff2415ce77c807cee2862cb6fac22b8a73826d0693b0980e \
+    --hash=sha256:ff452ff5a3e828ce110190feff1178bb1f2ea2281fa2075aadb987c2fb221661
+    # via
+    #   huggingface-hub
+    #   plotly
+    #   policyengine
+    #   pytest
+    #   tables
+    #   wheel
+pandas==3.0.2 \
+    --hash=sha256:01f31a546acd5574ef77fe199bc90b55527c225c20ccda6601cf6b0fd5ed597c \
+    --hash=sha256:0555c5882688a39317179ab4a0ed41d3ebc8812ab14c69364bbee8fb7a3f6288 \
+    --hash=sha256:07a10f5c36512eead51bc578eb3354ad17578b22c013d89a796ab5eee90cd991 \
+    --hash=sha256:08504503f7101300107ecdc8df73658e4347586db5cfdadabc1592e9d7e7a0fd \
+    --hash=sha256:0f48afd9bb13300ffb5a3316973324c787054ba6665cda0da3fbd67f451995db \
+    --hash=sha256:140f0cffb1fa2524e874dde5b477d9defe10780d8e9e220d259b2c0874c89d9d \
+    --hash=sha256:232a70ebb568c0c4d2db4584f338c1577d81e3af63292208d615907b698a0f18 \
+    --hash=sha256:32cc41f310ebd4a296d93515fcac312216adfedb1894e879303987b8f1e2b97d \
+    --hash=sha256:339dda302bd8369dedeae979cb750e484d549b563c3f54f3922cb8ff4978c5eb \
+    --hash=sha256:4544c7a54920de8eeacaa1466a6b7268ecfbc9bc64ab4dbb89c6bbe94d5e0660 \
+    --hash=sha256:4d888a5c678a419a5bb41a2a93818e8ed9fd3172246555c0b37b7cc27027effd \
+    --hash=sha256:5371b72c2d4d415d08765f32d689217a43227484e81b2305b52076e328f6f482 \
+    --hash=sha256:57a07209bebcbcf768d2d13c9b78b852f9a15978dac41b9e6421a81ad4cdd276 \
+    --hash=sha256:5880314e69e763d4c8b27937090de570f1fb8d027059a7ada3f7f8e98bdcb677 \
+    --hash=sha256:5d3cfe227c725b1f3dff4278b43d8c784656a42a9325b63af6b1492a8232209e \
+    --hash=sha256:5fdbfa05931071aba28b408e59226186b01eb5e92bea2ab78b65863ca3228d84 \
+    --hash=sha256:60a80bb4feacbef5e1447a3f82c33209c8b7e07f28d805cfd1fb951e5cb443aa \
+    --hash=sha256:61c2fd96d72b983a9891b2598f286befd4ad262161a609c92dc1652544b46b76 \
+    --hash=sha256:63d141b56ef686f7f0d714cfb8de4e320475b86bf4b620aa0b7da89af8cbdbbb \
+    --hash=sha256:6c4d8458b97a35717b62469a4ea0e85abd5ed8687277f5ccfc67f8a5126f8c53 \
+    --hash=sha256:710246ba0616e86891b58ab95f2495143bb2bc83ab6b06747c74216f583a6ac9 \
+    --hash=sha256:734be7551687c00fbd760dc0522ed974f82ad230d4a10f54bf51b80d44a08702 \
+    --hash=sha256:7cadd7e9a44ec13b621aec60f9150e744cfc7a3dd32924a7e2f45edff31823b0 \
+    --hash=sha256:81526c4afd31971f8b62671442a4b2b51e0aa9acc3819c9f0f12a28b6fcf85f1 \
+    --hash=sha256:970762605cff1ca0d3f71ed4f3a769ea8f85fc8e6348f6e110b8fea7e6eb5a14 \
+    --hash=sha256:a3096110bf9eac0070b7208465f2740e2d8a670d5cb6530b5bb884eca495fd39 \
+    --hash=sha256:a4785e1d6547d8427c5208b748ae2efb64659a21bd82bf440d4262d02bfa02a4 \
+    --hash=sha256:a727a73cbdba2f7458dc82449e2315899d5140b449015d822f515749a46cbbe0 \
+    --hash=sha256:ae37e833ff4fed0ba352f6bdd8b73ba3ab3256a85e54edfd1ab51ae40cca0af8 \
+    --hash=sha256:aff4e6f4d722e0652707d7bcb190c445fe58428500c6d16005b02401764b1b3d \
+    --hash=sha256:b35d14bb5d8285d9494fe93815a9e9307c0876e10f1e8e89ac5b88f728ec8dcf \
+    --hash=sha256:b444dc64c079e84df91baa8bf613d58405645461cabca929d9178f2cd392398d \
+    --hash=sha256:b5329e26898896f06035241a626d7c335daa479b9bbc82be7c2742d048e41172 \
+    --hash=sha256:b5918ba197c951dec132b0c5929a00c0bf05d5942f590d3c10a807f6e15a57d3 \
+    --hash=sha256:b75c347eff42497452116ce05ef461822d97ce5b9ff8df6edacb8076092c855d \
+    --hash=sha256:c3b723df9087a9a9a840e263ebd9f88b64a12075d1bf2ea401a5a42f254f084d \
+    --hash=sha256:c934008c733b8bbea273ea308b73b3156f0181e5b72960790b09c18a2794fe1e \
+    --hash=sha256:d1478075142e83a5571782ad007fb201ed074bdeac7ebcc8890c71442e96adf7 \
+    --hash=sha256:d606a041c89c0a474a4702d532ab7e73a14fe35c8d427b972a625c8e46373668 \
+    --hash=sha256:db0dbfd2a6cdf3770aa60464d50333d8f3d9165b2f2671bcc299b72de5a6677b \
+    --hash=sha256:dbbd4aa20ca51e63b53bbde6a0fa4254b1aaabb74d2f542df7a7959feb1d760c \
+    --hash=sha256:dbc20dea3b9e27d0e66d74c42b2d0c1bed9c2ffe92adea33633e3bedeb5ac235 \
+    --hash=sha256:deeca1b5a931fdf0c2212c8a659ade6d3b1edc21f0914ce71ef24456ca7a6535 \
+    --hash=sha256:ed72cb3f45190874eb579c64fa92d9df74e98fd63e2be7f62bce5ace0ade61df \
+    --hash=sha256:ef8b27695c3d3dc78403c9a7d5e59a62d5464a7e1123b4e0042763f7104dc74f \
+    --hash=sha256:f12b1a9e332c01e09510586f8ca9b108fd631fd656af82e452d7315ef6df5f9f \
+    --hash=sha256:f4753e73e34c8d83221ba58f232433fca2748be8b18dbca02d242ed153945043 \
+    --hash=sha256:f8d68083e49e16b84734eb1a4dcae4259a75c90fb6e2251ab9a00b61120c06ab
+    # via
+    #   microdf-python
+    #   policyengine
+    #   policyengine-core
+parso==0.8.7 \
+    --hash=sha256:a8926eb2a1b915486941fdbd31e86a4baf88fe8c210f25f2f35ecec5b574ca1c \
+    --hash=sha256:eaaac4c9fdd5e9e8852dc778d2d7405897ec510f2a298071453e5e3a07914bb1
+    # via jedi
+pexpect==4.9.0 ; sys_platform != 'emscripten' and sys_platform != 'win32' \
+    --hash=sha256:7236d1e080e4936be2dc3e326cec0af72acf9212a7e1d060210e70a47e253523 \
+    --hash=sha256:ee7d41123f3c9911050ea2c2dac107568dc43b2d3b0c7557a33212c398ead30f
+    # via ipython
+plotly==5.24.1 \
+    --hash=sha256:dbc8ac8339d248a4bcc36e08a5659bacfe1b079390b8953533f4eb22169b4bae \
+    --hash=sha256:f67073a1e637eb0dc3e46324d9d51e2fe76e9727c892dde64ddf1e1b51f29089
+    # via policyengine-core
+pluggy==1.6.0 \
+    --hash=sha256:7dcc130b76258d33b90f61b658791dede3486c3e6bfb003ee5c9bfb396dd22f3 \
+    --hash=sha256:e920276dd6813095e9377c0bc5566d94c932c33b27a3e3945d8389c374dd4746
+    # via pytest
+policyengine==4.4.2 \
+    --hash=sha256:403303224e94665521f7d648a54918df8f28c56b97a83d29799d66cfd92bb7a2 \
+    --hash=sha256:8f3273f1908352b24b0958527899d2444ade515b7e5cf94c1fb7b798604099c2
+    # via -r /var/folders/qf/7fglpnr94wsc5xgbqkp80xbw0000gn/T/tmpqv3cyv28/requirements.in
+policyengine-core==3.26.1 \
+    --hash=sha256:185374b3c1fe13dc951637c49a9853211ca61a8a9971eb9cc4c4b07b1477240a \
+    --hash=sha256:dc4e3007bcd137cbe608042d067cedb889a9b8671db3d08c8e237f1ac3e324b4
+    # via
+    #   -r /var/folders/qf/7fglpnr94wsc5xgbqkp80xbw0000gn/T/tmpqv3cyv28/requirements.in
+    #   policyengine-uk
+policyengine-uk==2.88.14 \
+    --hash=sha256:21a4387ae52dcb5430b6d790edcc321816ed47147a3a0e21ffd482a36834d352 \
+    --hash=sha256:ed10005ba7d0c973c0966ebbf7672853fb3caaa0456b8bf485fb13f8c323d975
+    # via -r /var/folders/qf/7fglpnr94wsc5xgbqkp80xbw0000gn/T/tmpqv3cyv28/requirements.in
+prompt-toolkit==3.0.52 \
+    --hash=sha256:28cde192929c8e7321de85de1ddbe736f1375148b02f2e17edd840042b1be855 \
+    --hash=sha256:9aac639a3bbd33284347de5ad8d68ecc044b91a762dc39b7c21095fcd6a19955
+    # via ipython
+psutil==6.1.1 \
+    --hash=sha256:018aeae2af92d943fdf1da6b58665124897cfc94faa2ca92098838f83e1b1bca \
+    --hash=sha256:0bdd4eab935276290ad3cb718e9809412895ca6b5b334f5a9111ee6d9aff9377 \
+    --hash=sha256:1924e659d6c19c647e763e78670a05dbb7feaf44a0e9c94bf9e14dfc6ba50468 \
+    --hash=sha256:33431e84fee02bc84ea36d9e2c4a6d395d479c9dd9bba2376c1f6ee8f3a4e0b3 \
+    --hash=sha256:384636b1a64b47814437d1173be1427a7c83681b17a450bfc309a1953e329603 \
+    --hash=sha256:6d4281f5bbca041e2292be3380ec56a9413b790579b8e593b1784499d0005dac \
+    --hash=sha256:8be07491f6ebe1a693f17d4f11e69d0dc1811fa082736500f649f79df7735303 \
+    --hash=sha256:8df0178ba8a9e5bc84fed9cfa61d54601b371fbec5c8eebad27575f1e105c0d4 \
+    --hash=sha256:97f7cb9921fbec4904f522d972f0c0e1f4fabbdd4e0287813b21215074a0f160 \
+    --hash=sha256:9ccc4316f24409159897799b83004cb1e24f9819b0dcf9c0b68bdcb6cefee6a8 \
+    --hash=sha256:b6e06c20c05fe95a3d7302d74e7097756d4ba1247975ad6905441ae1b5b66003 \
+    --hash=sha256:c777eb75bb33c47377c9af68f30e9f11bc78e0f07fbf907be4a5d70b2fe5f030 \
+    --hash=sha256:ca9609c77ea3b8481ab005da74ed894035936223422dc591d6772b147421f777 \
+    --hash=sha256:cf8496728c18f2d0b45198f06895be52f36611711746b7f30c464b422b50e2f5 \
+    --hash=sha256:eaa912e0b11848c4d9279a93d7e2783df352b082f40111e078388701fd479e53 \
+    --hash=sha256:f35cfccb065fff93529d2afb4a2e89e363fe63ca1e4a5da22b603a85833c2649 \
+    --hash=sha256:fc0ed7fe2231a444fc219b9c42d0376e0a9a1a72f16c5cfa0f68d19f1a0663e8
+    # via
+    #   policyengine
+    #   policyengine-core
+ptyprocess==0.7.0 ; sys_platform != 'emscripten' and sys_platform != 'win32' \
+    --hash=sha256:4b41f3967fce3af57cc7e94b888626c18bf37a083e3651ca8feeb66d492fef35 \
+    --hash=sha256:5c5d0a3b48ceee0b48485e0c26037c0acd7d29765ca3fbb5cb3831d347423220
+    # via pexpect
+pure-eval==0.2.3 \
+    --hash=sha256:1db8e35b67b3d218d818ae653e27f06c3aa420901fa7b081ca98cbedc874e0d0 \
+    --hash=sha256:5f4e983f40564c576c7c8635ae88db5956bb2229d7e9237d03b3c0b0190eaf42
+    # via stack-data
+py-cpuinfo==9.0.0 \
+    --hash=sha256:3cdbbf3fac90dc6f118bfd64384f309edeadd902d7c8fb17f02ffa1fc3f49690 \
+    --hash=sha256:859625bc251f64e21f077d099d4162689c762b5d6a4c3c97553d56241c9674d5
+    # via tables
+pydantic==2.13.4 \
+    --hash=sha256:45a282cde31d808236fd7ea9d919b128653c8b38b393d1c4ab335c62924d9aba \
+    --hash=sha256:c40756b57adaa8b1efeeced5c196f3f3b7c435f90e84ea7f443901bec8099ef6
+    # via
+    #   blosc2
+    #   policyengine
+    #   policyengine-uk
+pydantic-core==2.46.4 \
+    --hash=sha256:00c603d540afdd6b80eb39f078f33ebd46211f02f33e34a32d9f053bba711de0 \
+    --hash=sha256:0186750b482eefa11d7f435892b09c5c606193ef3375bcf94aa00ae6bfb66262 \
+    --hash=sha256:041bde0a48fd37cf71cab1c9d56d3e8625a3793fef1f7dd232b3ff37e978ecda \
+    --hash=sha256:0c563b08bca408dc7f65f700633d8442fffb2421fc47b8101377e9fd65051ff0 \
+    --hash=sha256:0cbe8b01f948de4286c74cdd6c667aceb38f5c1e26f0693b3983d9d74887c65e \
+    --hash=sha256:0ce40cd7b21210e99342afafbd4d0f76d784eb5b1d60f3bdc566be4983c6c73b \
+    --hash=sha256:0e96592440881c74a213e5ad528e2b24d3d4f940de2766bed9010ab1d9e51594 \
+    --hash=sha256:10e17cbb10a330363733efc4d7c4d0dd827ac0909b8f6a6542298fed1ea62f29 \
+    --hash=sha256:133878133d271ade3d41d1bfb2a45ec38dbdbda40bc065921c6b04e4630127e2 \
+    --hash=sha256:14d4edf427bdcf950a8a02d7cb44a08614388dd6e1bdcbf4f67504fa7887da9c \
+    --hash=sha256:14f4c5d6db102bd796a627bbb3a17b4cf4574b9ae861d8b7c9a9661c6dd3362d \
+    --hash=sha256:17299feefe090f2caa5b8e37222bb5f663e4935a8bfa6931d4102e5df1a9f398 \
+    --hash=sha256:184c081504d17f1c1066e430e117142b2c77d9448a97f7b65c6ac9fd9aee238d \
+    --hash=sha256:18e5ceec2ab67e6d5f1a9085e5a24c9c4e2ac4545730bfe668680bca05e555f3 \
+    --hash=sha256:19e51f073cd3df251856a8a4189fbdf1de4012c3ebacfb1884f94f1eb406079f \
+    --hash=sha256:1a7dd0b3ee80d90150e3495a3a13ac34dbcbfd4f012996a6a1d8900e91b5c0fb \
+    --hash=sha256:1d8ba486450b14f3b1d63bc521d410ec7565e52f887b9fb671791886436a42f7 \
+    --hash=sha256:2108ba5c1c1eca18030634489dc544844144ee36357f2f9f780b93e7ddbb44b5 \
+    --hash=sha256:228ee9bae8bef5b1e97ec58302f80357c37199e0d0a99174e138d28e6957b9d9 \
+    --hash=sha256:23ace664830ee0bfe014a0c7bc248b1f7f25ed7ad103852c317624a1083af462 \
+    --hash=sha256:2412e734dcb48da14d4e4006b82b46b74f2518b8a26ee7e58c6844a6cd6d03c4 \
+    --hash=sha256:29c61fc04a3d840155ff08e475a04809278972fe6aef51e2720554e96367e34b \
+    --hash=sha256:2f84c03c8607173d16b5a854ec68a2f9079ae03237a54fb506d13af47e1d018d \
+    --hash=sha256:3009f12e4e90b7f88b4f9adb1b0c4a3d58fe7820f3238c190047209d148026df \
+    --hash=sha256:3245406455a5d98187ec35530fd772b1d799b26667980872c8d4614991e2c4a2 \
+    --hash=sha256:3447661d99f75a3683a4cf5c87da72f2161964611864dbbeac7fbb118bb4bfc0 \
+    --hash=sha256:372429a130e469c9cd698925ce5fc50940b7a1336b0d82038e63d5bbc4edc519 \
+    --hash=sha256:395aebd9183f9d112f569aeb5b2214d1a10a33bec8456447f7fbdfa51d38d4cd \
+    --hash=sha256:3a233125ac121aa3ffba9a2b59edfc4a985a76092dc8279586ab4b71390875e7 \
+    --hash=sha256:3be77f45df024d789a672ae34f8b06fb346c4f9f46ea714956660ea4862e89ac \
+    --hash=sha256:3bf92c5d0e00fefaab325a4d27828fe6b6e2a21848686b5b60d2d9eeb09d76c6 \
+    --hash=sha256:3ecbc122d18468d06ca279dc26a8c2e2d5acb10943bb35e36ae92096dc3b5565 \
+    --hash=sha256:3fb702cd90b0446a3a1c5e470bfa0dd23c0233b676a9099ddcc964fa6ca13898 \
+    --hash=sha256:428e04521a40150c85216fc8b85e8d39fece235a9cf5e383761238c7fa9b96fb \
+    --hash=sha256:432c179df7874eeb73307aad2df0755e1ae0efa61ff0ea89b93e194411ae3928 \
+    --hash=sha256:4a05d69cba51d852c5c3e92758653245a50c0b646ced0cf05bd793ed592839d6 \
+    --hash=sha256:4c63ebc82684aa89d9a3bcbd13d515b3be44250dc68dd3bd81526c1cb31286c3 \
+    --hash=sha256:4fc73cb559bdb54b1134a706a2802a4cddd27a0633f5abb7e53056268751ac6a \
+    --hash=sha256:4fcbe087dbc2068af7eda3aa87634eba216dbda64d1ae73c8684b621d33f6596 \
+    --hash=sha256:56cb4851bcaf3d117eddcef4fe66afd750a50274b0da8e22be256d10e5611987 \
+    --hash=sha256:5855698a4856556d86e8e6cd8434bc3ac0314ee8e12089ae0e143f64c6256e4e \
+    --hash=sha256:5a4330cdbc57162e4b3aa303f588ba752257694c9c9be3e7ebb11b4aca659b5d \
+    --hash=sha256:5b712b53160b79a5850310b912a5ef8e57e56947c8ad690c227f5c9d7e561712 \
+    --hash=sha256:5d5902252db0d3cedf8d4a1bc68f70eeb430f7e4c7104c8c476753519b423008 \
+    --hash=sha256:617d7e2ca7dcb8c5cf6bcb8c59b8832c94b36196bbf1cbd1bfb56ed341905edd \
+    --hash=sha256:62f875393d7f270851f20523dd2e29f082bcc82292d66db2b64ea71f64b6e1c1 \
+    --hash=sha256:633147d34cf4550417f12e2b1a0383973bdf5cdfde212cb09e9a581cf10820be \
+    --hash=sha256:66ce7632c22d837c95301830e111ad0128a32b8207533b60896a96c4915192ea \
+    --hash=sha256:6b3ace8194b0e5204818c92802dcdca7fc6d88aabbb799d7c795540d9cd6d292 \
+    --hash=sha256:6f2eeda33a839975441c86a4119e1383c50b47faf0cbb5176985565c6bb02c33 \
+    --hash=sha256:7027560ee92211647d0d34e3f7cd6f50da56399d26a9c8ad0da286d3869a53f3 \
+    --hash=sha256:7283d57845ecf5a163403eb0702dfc220cc4fbdd18919cb5ccea4f95ee1cdab4 \
+    --hash=sha256:7a5f930472650a82629163023e630d160863fce524c616f4e5186e5de9d9a49b \
+    --hash=sha256:7bfb192b3f4b9e8a89b6277b6ce787564f62cfd272055f6e685726b111dc7826 \
+    --hash=sha256:811ff8e9c313ab425368bcbb36e5c4ebd7108c2bbf4e4089cfbb0b01eff63fac \
+    --hash=sha256:8233f2947cf85404441fd7e0085f53b10c93e0ee78611099b5c7237e36aacbf7 \
+    --hash=sha256:82cf5301172168103724d49a1444d3378cb20cdee30b116a1bd6031236298a5d \
+    --hash=sha256:8358a950c8909158e3df31538a7e4edc2d7265a7c54b47f0864d9e5bae9dcebf \
+    --hash=sha256:85bb3611ff1802f3ee7fdd7dbff26b56f343fb432d57a4728fdd49b6ef35e2f4 \
+    --hash=sha256:86e1a4418c6cd97d60c95c71164158eaf7324fae7b0923264016baa993eba6fc \
+    --hash=sha256:8b9bab013d1c7a79d3501ff86d0bc9c31bf587db4551677b96bec07df78c6b15 \
+    --hash=sha256:8c5dac79fa1614d1e06ca695109c6105923bd9c7d1d6c918d4e637b7e6b32fd3 \
+    --hash=sha256:8d0820e8192167f80d88d64038e609c31452eeca865b4e1d9950a27a4609b00b \
+    --hash=sha256:8daafc69c93ee8a0204506a3b6b30f586ef54028f52aeeeb5c4cfc5184fd5914 \
+    --hash=sha256:9037063db01f09b09e237c282b6792bd4da634b5402c4e7f0c61effed7701a04 \
+    --hash=sha256:905a0ed8ea6f2d61c1738835f99b699348d7857379083e5fc497fa0c967a407c \
+    --hash=sha256:90884113d8b48f760e9587002789ddd741e76ab9f89518cd1e43b1f1a52ec44b \
+    --hash=sha256:91a06d2e259ecfbd8c901d70c3c507900458498142b3026a296b7de4d1322cc9 \
+    --hash=sha256:926c9541b14b12b1681dca8a0b75feb510b06c6341b70a8e500c2fdcff837cce \
+    --hash=sha256:9401557acd873c3a7f3eb9383edef8ac4968f9510e340f4808d427e75667e7b4 \
+    --hash=sha256:9551187363ffc0de2a00b2e47c25aeaeb1020b69b668762966df15fc5659dd5a \
+    --hash=sha256:962ccbab7b642487b1d8b7df90ef677e03134cf1fd8880bf698649b22a69371f \
+    --hash=sha256:97e7cf2be5c77b7d1a9713a05605d49460d02c6078d38d8bef3cbe323c548424 \
+    --hash=sha256:9aa768456404a8bf48a4406685ac2bec8e72b62c69313734fa3b73cf33b3a894 \
+    --hash=sha256:9bc519fbf2b7578398853d815009ae5e4d4603d12f4e3f91da8c06852d3da3e9 \
+    --hash=sha256:9d56801be94b86a9da183e5f3766e6310752b99ff647e38b09a9500d88e46e76 \
+    --hash=sha256:9f444c499b3eefd3a92e348059471ea0c3a6e303d9c1cec09fa748fd9f895201 \
+    --hash=sha256:9fa8ae11da9e2b3126c6426f147e0fba88d96d65921799bb30c6abd1cb2c97fb \
+    --hash=sha256:a0f62d0a58f4e7da165457e995725421e0064f2255d8eccebc49f41bbc23b109 \
+    --hash=sha256:a396dcc17e5a0b164dbe026896245a4fa9ff402edca1dff0be3d53a517f74de4 \
+    --hash=sha256:aaa2a54443eff1950ba5ddc6b6ccda0d9c84a364276a62f969bdf2a390650848 \
+    --hash=sha256:ad785e92e6dc634c21555edc8bd6b64957ab844541bcb96a1366c202951ae526 \
+    --hash=sha256:af8244b2bef6aaad6d92cda81372de7f8c8d36c9f0c3ea36e827c60e7d9467a0 \
+    --hash=sha256:b078afbc25f3a1436c7a1d2cd3e322497ee99615ba97c563566fdf46aff1ee01 \
+    --hash=sha256:b2f69dec1725e79a012d920df1707de5caf7ed5e08f3be4435e25803efc47458 \
+    --hash=sha256:b8458003118a712e66286df6a707db01c52c0f52f7db8e4a38f0da1d3b94fc4e \
+    --hash=sha256:bb63e0198ca18aad131c089b9204c23079c3afa95487e561f4c522d519e55aba \
+    --hash=sha256:bfec22eab3c8cc2ceec0248aec886624116dc079afa027ecc8ad4a7e62010f8a \
+    --hash=sha256:c1747f85cee84c26985853c6f3d9bd3e75da5212912443fa111c113b9c246f39 \
+    --hash=sha256:c1b3f518abeca3aa13c712fd202306e145abf59a18b094a6bafb2d2bbf59192c \
+    --hash=sha256:c50f2528cf200c5eed56faf3f4e22fcd5f38c157a8b78576e6ba3168ec35f000 \
+    --hash=sha256:c68fcd102d71ea85c5b2dfac3f4f8476eff42a9e078fd5faefff6d145063536b \
+    --hash=sha256:c7a7bd4e39e8e4c12c39cd480356842b6a8a06e41b23a55a5e3e191718838ddf \
+    --hash=sha256:c94f0688e7b8d0a67abf40e57a7eaaecd17cc9586706a31b76c031f63df052b4 \
+    --hash=sha256:cbaf13819775b7f769bf4a1f066cb6df7a28d4480081a589828ef190226881cd \
+    --hash=sha256:cd2213145bcc2ba85884d0ac63d222fece9209678f77b9b4d76f054c561adb28 \
+    --hash=sha256:ce5c1d2a8b27468f433ca974829c44060b8097eedc39933e3c206a90ee49c4a9 \
+    --hash=sha256:d396ec2b979760aaf3218e76c24e65bd0aca24983298653b3a9d7a45f9e47b30 \
+    --hash=sha256:d51026d73fcfd93610abc7b27789c26b313920fcfb20e27462d74a7f8b06e983 \
+    --hash=sha256:d80ee3d731373b24cebbc10d689ca4ee1875caf0d5703a245db18efd4dd37fc1 \
+    --hash=sha256:d995260fdf4e1db774581b4900e0f832abe3c7c84996726bbc161b19c8f29e76 \
+    --hash=sha256:da4b951fe36dc7c3a1ccb4e3cd1747c3542b8c9ceede8fc86cae054e764485f5 \
+    --hash=sha256:daa27d92c36f24388fe3ad306b174781c747627f134452e4f128ea00ce1fe8c4 \
+    --hash=sha256:db06ffe51636ffe9ca531fe9023dd64bdd794be8754cb5df57c5498ae5b518a7 \
+    --hash=sha256:e0d65b8c354be7fb5f720c3caa8bc940bc2d20ce749c8e06135f07f8ed95dd7c \
+    --hash=sha256:e68b7a074f65a2fd746c52a7ce6142ab7006074ac269ace0c25cd8ba171f8066 \
+    --hash=sha256:e739fee756ba1010f8bcccb534252e85a35fe45ae92c295a06059ce58b74ccd3 \
+    --hash=sha256:e846ae7835bf0703ae43f534ab79a867146dadd59dc9ca5c8b53d5c8f7c9ef02 \
+    --hash=sha256:e9c26f834c65f5752f3f06cb08cb86a913ceb7274d0db6e267808a708b46bc89 \
+    --hash=sha256:ea793e075b70290d89d8142074262885d3f7da19634845135751bd6344f73b50 \
+    --hash=sha256:f027324c56cd5406ca49c124b0db10e56c69064fec039acc571c29020cc87c76 \
+    --hash=sha256:f13a646d65d09fbf1bc6b3a9635d30095c8e7e5cc419ff35ecc563c5fd04cd49 \
+    --hash=sha256:f47286a97f0bc9b8859519809077b91b2cefe4ae47fcbf5e466a009c1c5d742b \
+    --hash=sha256:f747929cf940cddb5b3668a390056ddd5ba2e5010615ea2dcf4f9c4f3ab8791d \
+    --hash=sha256:f99626688942fb746e545232e7726926f3be91b5975f8b55327665fafda991c7 \
+    --hash=sha256:f9fa868638bf362d3d138ea55829cefb3d5f4b0d7f142234382a15e2485dbec4 \
+    --hash=sha256:fbdb89b3e1c94a30cc5edfce477c6e6a5dc4d8f84665b455c27582f211a1c72c \
+    --hash=sha256:fc010ab034c8c7452522748bf937df58020d256ccae0874463d1f4d01758af8e \
+    --hash=sha256:fc3e9034a63de20e15e8ade85358bc6efc614008cab72898b4b4952bea0509ff \
+    --hash=sha256:fd8b3d9fd264be37976686c7f65cd52a83f5e84f4bfd2adf9c1d469676bbb6ae
+    # via pydantic
+pygments==2.20.0 \
+    --hash=sha256:6757cd03768053ff99f3039c1a36d6c0aa0b263438fcab17520b30a303a82b5f \
+    --hash=sha256:81a9e26dd42fd28a23a2d169d86d7ac03b46e2f8b59ed4698fb4785f946d0176
+    # via
+    #   ipython
+    #   pytest
+    #   rich
+pytest==8.4.2 \
+    --hash=sha256:86c0d0b93306b961d58d62a4db4879f27fe25513d4b969df351abdddb3c30e01 \
+    --hash=sha256:872f880de3fc3a5bdc88a11b39c9710c3497a547cfa9320bc3c5e62fbf272e79
+    # via policyengine-core
+python-dateutil==2.9.0.post0 \
+    --hash=sha256:37dd54208da7e1cd875388217d5e00ebd4179249f90fb72437e91a35459a0ad3 \
+    --hash=sha256:a8b2bc7bffae282281c8140a97d3aa9c14da0b136dfe83f850eea9a5f7470427
+    # via pandas
+pyvis==0.3.2 \
+    --hash=sha256:5720c4ca8161dc5d9ab352015723abb7a8bb8fb443edeb07f7a322db34a97555
+    # via policyengine-core
+pyyaml==6.0.3 \
+    --hash=sha256:00c4bdeba853cc34e7dd471f16b4114f4162dc03e6b7afcc2128711f0eca823c \
+    --hash=sha256:0150219816b6a1fa26fb4699fb7daa9caf09eb1999f3b70fb6e786805e80375a \
+    --hash=sha256:02893d100e99e03eda1c8fd5c441d8c60103fd175728e23e431db1b589cf5ab3 \
+    --hash=sha256:02ea2dfa234451bbb8772601d7b8e426c2bfa197136796224e50e35a78777956 \
+    --hash=sha256:0f29edc409a6392443abf94b9cf89ce99889a1dd5376d94316ae5145dfedd5d6 \
+    --hash=sha256:10892704fc220243f5305762e276552a0395f7beb4dbf9b14ec8fd43b57f126c \
+    --hash=sha256:16249ee61e95f858e83976573de0f5b2893b3677ba71c9dd36b9cf8be9ac6d65 \
+    --hash=sha256:1d37d57ad971609cf3c53ba6a7e365e40660e3be0e5175fa9f2365a379d6095a \
+    --hash=sha256:1ebe39cb5fc479422b83de611d14e2c0d3bb2a18bbcb01f229ab3cfbd8fee7a0 \
+    --hash=sha256:214ed4befebe12df36bcc8bc2b64b396ca31be9304b8f59e25c11cf94a4c033b \
+    --hash=sha256:2283a07e2c21a2aa78d9c4442724ec1eb15f5e42a723b99cb3d822d48f5f7ad1 \
+    --hash=sha256:22ba7cfcad58ef3ecddc7ed1db3409af68d023b7f940da23c6c2a1890976eda6 \
+    --hash=sha256:27c0abcb4a5dac13684a37f76e701e054692a9b2d3064b70f5e4eb54810553d7 \
+    --hash=sha256:28c8d926f98f432f88adc23edf2e6d4921ac26fb084b028c733d01868d19007e \
+    --hash=sha256:2e71d11abed7344e42a8849600193d15b6def118602c4c176f748e4583246007 \
+    --hash=sha256:34d5fcd24b8445fadc33f9cf348c1047101756fd760b4dacb5c3e99755703310 \
+    --hash=sha256:37503bfbfc9d2c40b344d06b2199cf0e96e97957ab1c1b546fd4f87e53e5d3e4 \
+    --hash=sha256:3c5677e12444c15717b902a5798264fa7909e41153cdf9ef7ad571b704a63dd9 \
+    --hash=sha256:3ff07ec89bae51176c0549bc4c63aa6202991da2d9a6129d7aef7f1407d3f295 \
+    --hash=sha256:41715c910c881bc081f1e8872880d3c650acf13dfa8214bad49ed4cede7c34ea \
+    --hash=sha256:418cf3f2111bc80e0933b2cd8cd04f286338bb88bdc7bc8e6dd775ebde60b5e0 \
+    --hash=sha256:44edc647873928551a01e7a563d7452ccdebee747728c1080d881d68af7b997e \
+    --hash=sha256:4a2e8cebe2ff6ab7d1050ecd59c25d4c8bd7e6f400f5f82b96557ac0abafd0ac \
+    --hash=sha256:4ad1906908f2f5ae4e5a8ddfce73c320c2a1429ec52eafd27138b7f1cbe341c9 \
+    --hash=sha256:501a031947e3a9025ed4405a168e6ef5ae3126c59f90ce0cd6f2bfc477be31b7 \
+    --hash=sha256:5190d403f121660ce8d1d2c1bb2ef1bd05b5f68533fc5c2ea899bd15f4399b35 \
+    --hash=sha256:5498cd1645aa724a7c71c8f378eb29ebe23da2fc0d7a08071d89469bf1d2defb \
+    --hash=sha256:5cf4e27da7e3fbed4d6c3d8e797387aaad68102272f8f9752883bc32d61cb87b \
+    --hash=sha256:5e0b74767e5f8c593e8c9b5912019159ed0533c70051e9cce3e8b6aa699fcd69 \
+    --hash=sha256:5ed875a24292240029e4483f9d4a4b8a1ae08843b9c54f43fcc11e404532a8a5 \
+    --hash=sha256:5fcd34e47f6e0b794d17de1b4ff496c00986e1c83f7ab2fb8fcfe9616ff7477b \
+    --hash=sha256:5fdec68f91a0c6739b380c83b951e2c72ac0197ace422360e6d5a959d8d97b2c \
+    --hash=sha256:6344df0d5755a2c9a276d4473ae6b90647e216ab4757f8426893b5dd2ac3f369 \
+    --hash=sha256:64386e5e707d03a7e172c0701abfb7e10f0fb753ee1d773128192742712a98fd \
+    --hash=sha256:652cb6edd41e718550aad172851962662ff2681490a8a711af6a4d288dd96824 \
+    --hash=sha256:66291b10affd76d76f54fad28e22e51719ef9ba22b29e1d7d03d6777a9174198 \
+    --hash=sha256:66e1674c3ef6f541c35191caae2d429b967b99e02040f5ba928632d9a7f0f065 \
+    --hash=sha256:6adc77889b628398debc7b65c073bcb99c4a0237b248cacaf3fe8a557563ef6c \
+    --hash=sha256:79005a0d97d5ddabfeeea4cf676af11e647e41d81c9a7722a193022accdb6b7c \
+    --hash=sha256:7c6610def4f163542a622a73fb39f534f8c101d690126992300bf3207eab9764 \
+    --hash=sha256:7f047e29dcae44602496db43be01ad42fc6f1cc0d8cd6c83d342306c32270196 \
+    --hash=sha256:8098f252adfa6c80ab48096053f512f2321f0b998f98150cea9bd23d83e1467b \
+    --hash=sha256:850774a7879607d3a6f50d36d04f00ee69e7fc816450e5f7e58d7f17f1ae5c00 \
+    --hash=sha256:8d1fab6bb153a416f9aeb4b8763bc0f22a5586065f86f7664fc23339fc1c1fac \
+    --hash=sha256:8da9669d359f02c0b91ccc01cac4a67f16afec0dac22c2ad09f46bee0697eba8 \
+    --hash=sha256:8dc52c23056b9ddd46818a57b78404882310fb473d63f17b07d5c40421e47f8e \
+    --hash=sha256:9149cad251584d5fb4981be1ecde53a1ca46c891a79788c0df828d2f166bda28 \
+    --hash=sha256:93dda82c9c22deb0a405ea4dc5f2d0cda384168e466364dec6255b293923b2f3 \
+    --hash=sha256:96b533f0e99f6579b3d4d4995707cf36df9100d67e0c8303a0c55b27b5f99bc5 \
+    --hash=sha256:9c57bb8c96f6d1808c030b1687b9b5fb476abaa47f0db9c0101f5e9f394e97f4 \
+    --hash=sha256:9c7708761fccb9397fe64bbc0395abcae8c4bf7b0eac081e12b809bf47700d0b \
+    --hash=sha256:9f3bfb4965eb874431221a3ff3fdcddc7e74e3b07799e0e84ca4a0f867d449bf \
+    --hash=sha256:a33284e20b78bd4a18c8c2282d549d10bc8408a2a7ff57653c0cf0b9be0afce5 \
+    --hash=sha256:a80cb027f6b349846a3bf6d73b5e95e782175e52f22108cfa17876aaeff93702 \
+    --hash=sha256:b30236e45cf30d2b8e7b3e85881719e98507abed1011bf463a8fa23e9c3e98a8 \
+    --hash=sha256:b3bc83488de33889877a0f2543ade9f70c67d66d9ebb4ac959502e12de895788 \
+    --hash=sha256:b865addae83924361678b652338317d1bd7e79b1f4596f96b96c77a5a34b34da \
+    --hash=sha256:b8bb0864c5a28024fac8a632c443c87c5aa6f215c0b126c449ae1a150412f31d \
+    --hash=sha256:ba1cc08a7ccde2d2ec775841541641e4548226580ab850948cbfda66a1befcdc \
+    --hash=sha256:bdb2c67c6c1390b63c6ff89f210c8fd09d9a1217a465701eac7316313c915e4c \
+    --hash=sha256:c1ff362665ae507275af2853520967820d9124984e0f7466736aea23d8611fba \
+    --hash=sha256:c2514fceb77bc5e7a2f7adfaa1feb2fb311607c9cb518dbc378688ec73d8292f \
+    --hash=sha256:c3355370a2c156cffb25e876646f149d5d68f5e0a3ce86a5084dd0b64a994917 \
+    --hash=sha256:c458b6d084f9b935061bc36216e8a69a7e293a2f1e68bf956dcd9e6cbcd143f5 \
+    --hash=sha256:d0eae10f8159e8fdad514efdc92d74fd8d682c933a6dd088030f3834bc8e6b26 \
+    --hash=sha256:d76623373421df22fb4cf8817020cbb7ef15c725b9d5e45f17e189bfc384190f \
+    --hash=sha256:ebc55a14a21cb14062aa4162f906cd962b28e2e9ea38f9b4391244cd8de4ae0b \
+    --hash=sha256:eda16858a3cab07b80edaf74336ece1f986ba330fdb8ee0d6c0d68fe82bc96be \
+    --hash=sha256:ee2922902c45ae8ccada2c5b501ab86c36525b883eff4255313a253a3160861c \
+    --hash=sha256:efd7b85f94a6f21e4932043973a7ba2613b059c4a000551892ac9f1d11f5baf3 \
+    --hash=sha256:f7057c9a337546edc7973c0d3ba84ddcdf0daa14533c2065749c9075001090e6 \
+    --hash=sha256:fa160448684b4e94d80416c0fa4aac48967a969efe22931448d853ada8baf926 \
+    --hash=sha256:fc09d0aa354569bc501d4e787133afc08552722d3ab34836a80547331bb5d4a0
+    # via huggingface-hub
+referencing==0.37.0 \
+    --hash=sha256:381329a9f99628c9069361716891d34ad94af76e461dcb0335825aecc7692231 \
+    --hash=sha256:44aefc3142c5b842538163acb373e24cce6632bd54bdb01b21ad5863489f50d8
+    # via
+    #   jsonschema
+    #   jsonschema-specifications
+requests==2.33.1 \
+    --hash=sha256:18817f8c57c6263968bc123d237e3b8b08ac046f5456bd1e307ee8f4250d3517 \
+    --hash=sha256:4e6d1ef462f3626a1f0a0a9c42dd93c63bad33f9f1c1937509b8c5c8718ab56a
+    # via
+    #   blosc2
+    #   policyengine
+    #   policyengine-core
+rich==15.0.0 \
+    --hash=sha256:33bd4ef74232fb73fe9279a257718407f169c09b78a87ad3d296f548e27de0bb \
+    --hash=sha256:edd07a4824c6b40189fb7ac9bc4c52536e9780fbbfbddf6f1e2502c31b068c36
+    # via typer
+rpds-py==0.30.0 \
+    --hash=sha256:07ae8a593e1c3c6b82ca3292efbe73c30b61332fd612e05abee07c79359f292f \
+    --hash=sha256:0a59119fc6e3f460315fe9d08149f8102aa322299deaa5cab5b40092345c2136 \
+    --hash=sha256:0c0e95f6819a19965ff420f65578bacb0b00f251fefe2c8b23347c37174271f3 \
+    --hash=sha256:0d08f00679177226c4cb8c5265012eea897c8ca3b93f429e546600c971bcbae7 \
+    --hash=sha256:0ed177ed9bded28f8deb6ab40c183cd1192aa0de40c12f38be4d59cd33cb5c65 \
+    --hash=sha256:12f90dd7557b6bd57f40abe7747e81e0c0b119bef015ea7726e69fe550e394a4 \
+    --hash=sha256:1726859cd0de969f88dc8673bdd954185b9104e05806be64bcd87badbe313169 \
+    --hash=sha256:1ab5b83dbcf55acc8b08fc62b796ef672c457b17dbd7820a11d6c52c06839bdf \
+    --hash=sha256:1b151685b23929ab7beec71080a8889d4d6d9fa9a983d213f07121205d48e2c4 \
+    --hash=sha256:1f3587eb9b17f3789ad50824084fa6f81921bbf9a795826570bda82cb3ed91f2 \
+    --hash=sha256:250fa00e9543ac9b97ac258bd37367ff5256666122c2d0f2bc97577c60a1818c \
+    --hash=sha256:2771c6c15973347f50fece41fc447c054b7ac2ae0502388ce3b6738cd366e3d4 \
+    --hash=sha256:27f4b0e92de5bfbc6f86e43959e6edd1425c33b5e69aab0984a72047f2bcf1e3 \
+    --hash=sha256:2e6ecb5a5bcacf59c3f912155044479af1d0b6681280048b338b28e364aca1f6 \
+    --hash=sha256:32c8528634e1bf7121f3de08fa85b138f4e0dc47657866630611b03967f041d7 \
+    --hash=sha256:33f559f3104504506a44bb666b93a33f5d33133765b0c216a5bf2f1e1503af89 \
+    --hash=sha256:3896fa1be39912cf0757753826bc8bdc8ca331a28a7c4ae46b7a21280b06bb85 \
+    --hash=sha256:389a2d49eded1896c3d48b0136ead37c48e221b391c052fba3f4055c367f60a6 \
+    --hash=sha256:39c02563fc592411c2c61d26b6c5fe1e51eaa44a75aa2c8735ca88b0d9599daa \
+    --hash=sha256:3adbb8179ce342d235c31ab8ec511e66c73faa27a47e076ccc92421add53e2bb \
+    --hash=sha256:3d4a69de7a3e50ffc214ae16d79d8fbb0922972da0356dcf4d0fdca2878559c6 \
+    --hash=sha256:3e62880792319dbeb7eb866547f2e35973289e7d5696c6e295476448f5b63c87 \
+    --hash=sha256:3e8eeb0544f2eb0d2581774be4c3410356eba189529a6b3e36bbbf9696175856 \
+    --hash=sha256:422c3cb9856d80b09d30d2eb255d0754b23e090034e1deb4083f8004bd0761e4 \
+    --hash=sha256:4559c972db3a360808309e06a74628b95eaccbf961c335c8fe0d590cf587456f \
+    --hash=sha256:46e83c697b1f1c72b50e5ee5adb4353eef7406fb3f2043d64c33f20ad1c2fc53 \
+    --hash=sha256:47b0ef6231c58f506ef0b74d44e330405caa8428e770fec25329ed2cb971a229 \
+    --hash=sha256:47e77dc9822d3ad616c3d5759ea5631a75e5809d5a28707744ef79d7a1bcfcad \
+    --hash=sha256:47f236970bccb2233267d89173d3ad2703cd36a0e2a6e92d0560d333871a3d23 \
+    --hash=sha256:47f9a91efc418b54fb8190a6b4aa7813a23fb79c51f4bb84e418f5476c38b8db \
+    --hash=sha256:495aeca4b93d465efde585977365187149e75383ad2684f81519f504f5c13038 \
+    --hash=sha256:4c5f36a861bc4b7da6516dbdf302c55313afa09b81931e8280361a4f6c9a2d27 \
+    --hash=sha256:4cc2206b76b4f576934f0ed374b10d7ca5f457858b157ca52064bdfc26b9fc00 \
+    --hash=sha256:4e7fc54e0900ab35d041b0601431b0a0eb495f0851a0639b6ef90f7741b39a18 \
+    --hash=sha256:51a1234d8febafdfd33a42d97da7a43f5dcb120c1060e352a3fbc0c6d36e2083 \
+    --hash=sha256:55f66022632205940f1827effeff17c4fa7ae1953d2b74a8581baaefb7d16f8c \
+    --hash=sha256:58edca431fb9b29950807e301826586e5bbf24163677732429770a697ffe6738 \
+    --hash=sha256:5965af57d5848192c13534f90f9dd16464f3c37aaf166cc1da1cae1fd5a34898 \
+    --hash=sha256:5ba103fb455be00f3b1c2076c9d4264bfcb037c976167a6047ed82f23153f02e \
+    --hash=sha256:5d4c2aa7c50ad4728a094ebd5eb46c452e9cb7edbfdb18f9e1221f597a73e1e7 \
+    --hash=sha256:61046904275472a76c8c90c9ccee9013d70a6d0f73eecefd38c1ae7c39045a08 \
+    --hash=sha256:613aa4771c99f03346e54c3f038e4cc574ac09a3ddfb0e8878487335e96dead6 \
+    --hash=sha256:626a7433c34566535b6e56a1b39a7b17ba961e97ce3b80ec62e6f1312c025551 \
+    --hash=sha256:669b1805bd639dd2989b281be2cfd951c6121b65e729d9b843e9639ef1fd555e \
+    --hash=sha256:679ae98e00c0e8d68a7fda324e16b90fd5260945b45d3b824c892cec9eea3288 \
+    --hash=sha256:67b02ec25ba7a9e8fa74c63b6ca44cf5707f2fbfadae3ee8e7494297d56aa9df \
+    --hash=sha256:68f19c879420aa08f61203801423f6cd5ac5f0ac4ac82a2368a9fcd6a9a075e0 \
+    --hash=sha256:692bef75a5525db97318e8cd061542b5a79812d711ea03dbc1f6f8dbb0c5f0d2 \
+    --hash=sha256:6abc8880d9d036ecaafe709079969f56e876fcf107f7a8e9920ba6d5a3878d05 \
+    --hash=sha256:6bdfdb946967d816e6adf9a3d8201bfad269c67efe6cefd7093ef959683c8de0 \
+    --hash=sha256:6de2a32a1665b93233cde140ff8b3467bdb9e2af2b91079f0333a0974d12d464 \
+    --hash=sha256:73c67f2db7bc334e518d097c6d1e6fed021bbc9b7d678d6cc433478365d1d5f5 \
+    --hash=sha256:74a3243a411126362712ee1524dfc90c650a503502f135d54d1b352bd01f2404 \
+    --hash=sha256:76fec018282b4ead0364022e3c54b60bf368b9d926877957a8624b58419169b7 \
+    --hash=sha256:7c64d38fb49b6cdeda16ab49e35fe0da2e1e9b34bc38bd78386530f218b37139 \
+    --hash=sha256:7cee9c752c0364588353e627da8a7e808a66873672bcb5f52890c33fd965b394 \
+    --hash=sha256:7e6ecfcb62edfd632e56983964e6884851786443739dbfe3582947e87274f7cb \
+    --hash=sha256:806f36b1b605e2d6a72716f321f20036b9489d29c51c91f4dd29a3e3afb73b15 \
+    --hash=sha256:858738e9c32147f78b3ac24dc0edb6610000e56dc0f700fd5f651d0a0f0eb9ff \
+    --hash=sha256:8d6d1cc13664ec13c1b84241204ff3b12f9bb82464b8ad6e7a5d3486975c2eed \
+    --hash=sha256:9027da1ce107104c50c81383cae773ef5c24d296dd11c99e2629dbd7967a20c6 \
+    --hash=sha256:922e10f31f303c7c920da8981051ff6d8c1a56207dbdf330d9047f6d30b70e5e \
+    --hash=sha256:945dccface01af02675628334f7cf49c2af4c1c904748efc5cf7bbdf0b579f95 \
+    --hash=sha256:946fe926af6e44f3697abbc305ea168c2c31d3e3ef1058cf68f379bf0335a78d \
+    --hash=sha256:95f0802447ac2d10bcc69f6dc28fe95fdf17940367b21d34e34c737870758950 \
+    --hash=sha256:9854cf4f488b3d57b9aaeb105f06d78e5529d3145b1e4a41750167e8c213c6d3 \
+    --hash=sha256:993914b8e560023bc0a8bf742c5f303551992dcb85e247b1e5c7f4a7d145bda5 \
+    --hash=sha256:99b47d6ad9a6da00bec6aabe5a6279ecd3c06a329d4aa4771034a21e335c3a97 \
+    --hash=sha256:9a4e86e34e9ab6b667c27f3211ca48f73dba7cd3d90f8d5b11be56e5dbc3fb4e \
+    --hash=sha256:9cf69cdda1f5968a30a359aba2f7f9aa648a9ce4b580d6826437f2b291cfc86e \
+    --hash=sha256:a090322ca841abd453d43456ac34db46e8b05fd9b3b4ac0c78bcde8b089f959b \
+    --hash=sha256:a1010ed9524c73b94d15919ca4d41d8780980e1765babf85f9a2f90d247153dd \
+    --hash=sha256:a161f20d9a43006833cd7068375a94d035714d73a172b681d8881820600abfad \
+    --hash=sha256:a1d0bc22a7cdc173fedebb73ef81e07faef93692b8c1ad3733b67e31e1b6e1b8 \
+    --hash=sha256:a2bffea6a4ca9f01b3f8e548302470306689684e61602aa3d141e34da06cf425 \
+    --hash=sha256:a452763cc5198f2f98898eb98f7569649fe5da666c2dc6b5ddb10fde5a574221 \
+    --hash=sha256:a4796a717bf12b9da9d3ad002519a86063dcac8988b030e405704ef7d74d2d9d \
+    --hash=sha256:a51033ff701fca756439d641c0ad09a41d9242fa69121c7d8769604a0a629825 \
+    --hash=sha256:a8fa71a2e078c527c3e9dc9fc5a98c9db40bcc8a92b4e8858e36d329f8684b51 \
+    --hash=sha256:ac37f9f516c51e5753f27dfdef11a88330f04de2d564be3991384b2f3535d02e \
+    --hash=sha256:ac98b175585ecf4c0348fd7b29c3864bda53b805c773cbf7bfdaffc8070c976f \
+    --hash=sha256:acd7eb3f4471577b9b5a41baf02a978e8bdeb08b4b355273994f8b87032000a8 \
+    --hash=sha256:ad1fa8db769b76ea911cb4e10f049d80bf518c104f15b3edb2371cc65375c46f \
+    --hash=sha256:b40fb160a2db369a194cb27943582b38f79fc4887291417685f3ad693c5a1d5d \
+    --hash=sha256:b4dc1a6ff022ff85ecafef7979a2c6eb423430e05f1165d6688234e62ba99a07 \
+    --hash=sha256:ba3af48635eb83d03f6c9735dfb21785303e73d22ad03d489e88adae6eab8877 \
+    --hash=sha256:ba81a9203d07805435eb06f536d95a266c21e5b2dfbf6517748ca40c98d19e31 \
+    --hash=sha256:c2262bdba0ad4fc6fb5545660673925c2d2a5d9e2e0fb603aad545427be0fc58 \
+    --hash=sha256:c77afbd5f5250bf27bf516c7c4a016813eb2d3e116139aed0096940c5982da94 \
+    --hash=sha256:ca28829ae5f5d569bb62a79512c842a03a12576375d5ece7d2cadf8abe96ec28 \
+    --hash=sha256:cdc62c8286ba9bf7f47befdcea13ea0e26bf294bda99758fd90535cbaf408000 \
+    --hash=sha256:d948b135c4693daff7bc2dcfc4ec57237a29bd37e60c2fabf5aff2bbacf3e2f1 \
+    --hash=sha256:d96c2086587c7c30d44f31f42eae4eac89b60dabbac18c7669be3700f13c3ce1 \
+    --hash=sha256:d9a0ca5da0386dee0655b4ccdf46119df60e0f10da268d04fe7cc87886872ba7 \
+    --hash=sha256:da279aa314f00acbb803da1e76fa18666778e8a8f83484fba94526da5de2cba7 \
+    --hash=sha256:dbd936cde57abfee19ab3213cf9c26be06d60750e60a8e4dd85d1ab12c8b1f40 \
+    --hash=sha256:dc4f992dfe1e2bc3ebc7444f6c7051b4bc13cd8e33e43511e8ffd13bf407010d \
+    --hash=sha256:dc824125c72246d924f7f796b4f63c1e9dc810c7d9e2355864b3c3a73d59ade0 \
+    --hash=sha256:dd8ff7cf90014af0c0f787eea34794ebf6415242ee1d6fa91eaba725cc441e84 \
+    --hash=sha256:dea5b552272a944763b34394d04577cf0f9bd013207bc32323b5a89a53cf9c2f \
+    --hash=sha256:dff13836529b921e22f15cb099751209a60009731a68519630a24d61f0b1b30a \
+    --hash=sha256:e0b65193a413ccc930671c55153a03ee57cecb49e6227204b04fae512eb657a7 \
+    --hash=sha256:e5d3e6b26f2c785d65cc25ef1e5267ccbe1b069c5c21b8cc724efee290554419 \
+    --hash=sha256:e7536cd91353c5273434b4e003cbda89034d67e7710eab8761fd918ec6c69cf8 \
+    --hash=sha256:eb0b93f2e5c2189ee831ee43f156ed34e2a89a78a66b98cadad955972548be5a \
+    --hash=sha256:eb2c4071ab598733724c08221091e8d80e89064cd472819285a9ab0f24bcedb9 \
+    --hash=sha256:ec7c4490c672c1a0389d319b3a9cfcd098dcdc4783991553c332a15acf7249be \
+    --hash=sha256:ee454b2a007d57363c2dfd5b6ca4a5d7e2c518938f8ed3b706e37e5d470801ed \
+    --hash=sha256:ee6af14263f25eedc3bb918a3c04245106a42dfd4f5c2285ea6f997b1fc3f89a \
+    --hash=sha256:f14fc5df50a716f7ece6a80b6c78bb35ea2ca47c499e422aa4463455dd96d56d \
+    --hash=sha256:f207f69853edd6f6700b86efb84999651baf3789e78a466431df1331608e5324 \
+    --hash=sha256:f251c812357a3fed308d684a5079ddfb9d933860fc6de89f2b7ab00da481e65f \
+    --hash=sha256:f83424d738204d9770830d35290ff3273fbb02b41f919870479fab14b9d303b2 \
+    --hash=sha256:f8d1736cfb49381ba528cd5baa46f82fdc65c06e843dab24dd70b63d09121b3f \
+    --hash=sha256:fe5fa731a1fa8a0a56b0977413f8cacac1768dad38d16b3a296712709476fbd5
+    # via
+    #   jsonschema
+    #   referencing
+shellingham==1.5.4 \
+    --hash=sha256:7ecfff8f2fd72616f7481040475a65b2bf8af90a56c89140852d1120324e8686 \
+    --hash=sha256:8dbca0739d487e5bd35ab3ca4b36e11c4078f3a234bfce294b0a0291363404de
+    # via typer
+six==1.17.0 \
+    --hash=sha256:4721f391ed90541fddacab5acf947aa0d3dc7d27b2e1e8eda2be8970586c3274 \
+    --hash=sha256:ff70335d468e7eb6ec65b95b99d3a2836546063f63acc5171de367e834932a81
+    # via python-dateutil
+sortedcontainers==2.4.0 \
+    --hash=sha256:25caa5a06cc30b6b83d11423433f65d1f9d76c4c6a0c90e3379eaa43b9bfdb88 \
+    --hash=sha256:a163dcaede0f1c021485e957a39245190e74249897e2ae4b2aa38595db237ee0
+    # via policyengine-core
+stack-data==0.6.3 \
+    --hash=sha256:836a778de4fec4dcd1dcd89ed8abff8a221f58308462e1c4aa2a3cf30148f0b9 \
+    --hash=sha256:d5558e0c25a4cb0853cddad3d77da9891a08cb85dd9f9f91b9f8cd66e511e695
+    # via ipython
+standard-imghdr==3.13.0 \
+    --hash=sha256:30a1bff5465605bb496f842a6ac3cc1f2131bf3025b0da28d4877d6d4b7cc8e9 \
+    --hash=sha256:8d9c68058d882f6fc3542a8d39ef9ff94d2187dc90bd0c851e0902776b7b7a42
+    # via policyengine-core
+tables==3.11.1 \
+    --hash=sha256:1e78fe190fdeb4afe430b79651bae2a4f341904eb85aa8dbafe5f1caee1c7f67 \
+    --hash=sha256:3a9c35f87fcb6a48c79fbc4e3ab15ca8f6053c4ce13063d6ca2ec36cbb58f40f \
+    --hash=sha256:4cf3218b76ba78d156d6ee75c19fb757d50682f6c7b4905370441afbfc9d77f3 \
+    --hash=sha256:56bf6fb9132ead989b7e76695d7613d6d08f071a8019038d6565ba90c66b9f3e \
+    --hash=sha256:78abcf413091bc7c1e4e8c10fbbb438d1ac0b5a87436c5b972c3e8253871b6fb \
+    --hash=sha256:7fa6cb03f6fe55ae4f85e89ec5450e5c40cc4c52d8c3b60eb157a445c2219e89 \
+    --hash=sha256:a4bbd95036a4d0cc5c86c1f87fbb490b4c53cd70982f1c01b3ed6dcb3085cbb9 \
+    --hash=sha256:a6f7a3b82dbf0ae0f30de635ca88bb42dd87938b0950369d0ee4289c52ae6de2 \
+    --hash=sha256:e3cfe79484351f7216eb8f3767bfa1217bfd271b04428f79cfa7ef6d7491919d \
+    --hash=sha256:eb30684c42a77bbecdef2b9c763c4372b0ddc9cc5bd8b2a2055f2042eee67217 \
+    --hash=sha256:f0367d2e3df0f10ea63ccf4279f3fe58e32ec481767320301a483e2b3cd83efc
+    # via policyengine-uk
+tenacity==9.1.4 \
+    --hash=sha256:6095a360c919085f28c6527de529e76a06ad89b23659fa881ae0649b867a9d55 \
+    --hash=sha256:adb31d4c263f2bd041081ab33b498309a57c77f9acf2db65aadf0898179cf93a
+    # via plotly
+threadpoolctl==3.6.0 ; platform_machine != 'wasm32' \
+    --hash=sha256:43a0b8fd5a2928500110039e43a5eed8480b918967083ea48dc3ab9f13c4a7fb \
+    --hash=sha256:8ab8b4aa3491d812b623328249fab5302a68d2d71745c8a4c719a2fcaba9f44e
+    # via blosc2
+tqdm==4.67.3 \
+    --hash=sha256:7d825f03f89244ef73f1d4ce193cb1774a8179fd96f31d7e1dcde62092b960bb \
+    --hash=sha256:ee1e4c0e59148062281c49d80b25b67771a127c85fc9676d3be5f243206826bf
+    # via huggingface-hub
+traitlets==5.15.0 \
+    --hash=sha256:4fead733f81cf1c4c938e06f8ca4633896833c9d89eff878159457f4d4392971 \
+    --hash=sha256:fb36a18867a6803deab09f3c5e0fa81bb7b26a5c9e82501c9933f759166eff40
+    # via
+    #   ipython
+    #   matplotlib-inline
+typer==0.25.1 \
+    --hash=sha256:75caa44ed46a03fb2dab8808753ffacdbfea88495e74c85a28c5eefcf5f39c89 \
+    --hash=sha256:9616eb8853a09ffeabab1698952f33c6f29ffdbceb4eaeecf571880e8d7664cc
+    # via huggingface-hub
+typing-extensions==4.15.0 \
+    --hash=sha256:0cea48d173cc12fa28ecabc3b837ea3cf6f38c6d1136f85cbaaf598984861466 \
+    --hash=sha256:f0fa19c6845758ab08074a0cfa8b7aecb71c999ca73d62883bc25cc018c4e548
+    # via
+    #   huggingface-hub
+    #   pydantic
+    #   pydantic-core
+    #   typing-inspection
+typing-inspection==0.4.2 \
+    --hash=sha256:4ed1cacbdc298c220f1bd249ed5287caa16f34d44ef4e9c3d0cbad5b521545e7 \
+    --hash=sha256:ba561c48a67c5958007083d386c3295464928b01faa735ab8547c5692e87f464
+    # via pydantic
+tzdata==2026.2 ; sys_platform == 'emscripten' or sys_platform == 'win32' \
+    --hash=sha256:9173fde7d80d9018e02a662e168e5a2d04f87c41ea174b139fbef642eda62d10 \
+    --hash=sha256:bbe9af844f658da81a5f95019480da3a89415801f6cc966806612cc7169bffe7
+    # via pandas
+urllib3==2.7.0 \
+    --hash=sha256:231e0ec3b63ceb14667c67be60f2f2c40a518cb38b03af60abc813da26505f4c \
+    --hash=sha256:9fb4c81ebbb1ce9531cce37674bbc6f1360472bc18ca9a553ede278ef7276897
+    # via requests
+wcwidth==0.7.0 \
+    --hash=sha256:5d69154c429a82910e241c738cd0e2976fac8a2dd47a1a805f4afed1c0f136f2 \
+    --hash=sha256:90e3a7ea092341c44b99562e75d09e4d5160fe7a3974c6fb842a101a95e7eed0
+    # via prompt-toolkit
+wheel==0.47.0 \
+    --hash=sha256:212281cab4dff978f6cedd499cd893e1f620791ca6ff7107cf270781e587eced \
+    --hash=sha256:cc72bd1009ba0cf63922e28f94d9d83b920aa2bb28f798a31d0691b02fa3c9b3
+    # via policyengine-core
diff --git a/src/policyengine/data/install/uk/py313/pylock.toml b/src/policyengine/data/install/uk/py313/pylock.toml
new file mode 100644
index 00000000..f2df4c2e
--- /dev/null
+++ b/src/policyengine/data/install/uk/py313/pylock.toml
@@ -0,0 +1,1463 @@
+# This file was autogenerated by uv via the following command:
+#    uv pip compile /var/folders/qf/7fglpnr94wsc5xgbqkp80xbw0000gn/T/tmpqv3cyv28/requirements.in --python-version 3.13 --resolution highest --exclude-newer 2026-05-09T10:39:06Z --universal --format pylock.toml --output-file bundles/4.4.2/install/uk/py313/pylock.toml
+lock-version = "1.0"
+created-by = "uv"
+requires-python = ">=3.13"
+
+[[packages]]
+name = "annotated-doc"
+version = "0.0.4"
+sdist = { url = "https://files.pythonhosted.org/packages/57/ba/046ceea27344560984e26a590f90bc7f4a75b06701f653222458922b558c/annotated_doc-0.0.4.tar.gz", upload-time = 2025-11-10T22:07:42Z, size = 7288, hashes = { sha256 = "fbcda96e87e9c92ad167c2e53839e57503ecfda18804ea28102353485033faa4" } }
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+
+[[packages]]
+name = "annotated-types"
+version = "0.7.0"
+sdist = { url = "https://files.pythonhosted.org/packages/ee/67/531ea369ba64dcff5ec9c3402f9f51bf748cec26dde048a2f973a4eea7f5/annotated_types-0.7.0.tar.gz", upload-time = 2024-05-20T21:33:25Z, size = 16081, hashes = { sha256 = "aff07c09a53a08bc8cfccb9c85b05f1aa9a2a6f23728d790723543408344ce89" } }
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+
+[[packages]]
+name = "anyio"
+version = "4.13.0"
+sdist = { url = "https://files.pythonhosted.org/packages/19/14/2c5dd9f512b66549ae92767a9c7b330ae88e1932ca57876909410251fe13/anyio-4.13.0.tar.gz", upload-time = 2026-03-24T12:59:09Z, size = 231622, hashes = { sha256 = "334b70e641fd2221c1505b3890c69882fe4a2df910cba14d97019b90b24439dc" } }
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+
+[[packages]]
+name = "asttokens"
+version = "3.0.1"
+sdist = { url = "https://files.pythonhosted.org/packages/be/a5/8e3f9b6771b0b408517c82d97aed8f2036509bc247d46114925e32fe33f0/asttokens-3.0.1.tar.gz", upload-time = 2025-11-15T16:43:48Z, size = 62308, hashes = { sha256 = "71a4ee5de0bde6a31d64f6b13f2293ac190344478f081c3d1bccfcf5eacb0cb7" } }
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+
+[[packages]]
+name = "attrs"
+version = "26.1.0"
+sdist = { url = "https://files.pythonhosted.org/packages/9a/8e/82a0fe20a541c03148528be8cac2408564a6c9a0cc7e9171802bc1d26985/attrs-26.1.0.tar.gz", upload-time = 2026-03-19T14:22:25Z, size = 952055, hashes = { sha256 = "d03ceb89cb322a8fd706d4fb91940737b6642aa36998fe130a9bc96c985eff32" } }
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+
+[[packages]]
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+version = "4.2.0"
+marker = "python_full_version >= '3.11'"
+sdist = { url = "https://files.pythonhosted.org/packages/64/2b/47b891a836260185652781abf98c8868a0df361f79e66ace13cee2b46235/blosc2-4.2.0.tar.gz", upload-time = 2026-05-07T11:26:30Z, size = 5205444, hashes = { sha256 = "bbefc417322a59443d844b4d03e66b228694ec6bfd1de8bbd832c4aa0eaebe64" } }
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+[[packages]]
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diff --git a/src/policyengine/data/install/uk/py314/constraints.txt b/src/policyengine/data/install/uk/py314/constraints.txt
new file mode 100644
index 00000000..e035a885
--- /dev/null
+++ b/src/policyengine/data/install/uk/py314/constraints.txt
@@ -0,0 +1,1316 @@
+# This file was autogenerated by uv via the following command:
+#    uv pip compile /var/folders/qf/7fglpnr94wsc5xgbqkp80xbw0000gn/T/tmp4ria5xcy/requirements.in --python-version 3.14 --resolution highest --exclude-newer 2026-05-09T10:39:06Z --universal --format requirements.txt --generate-hashes --output-file bundles/4.4.2/install/uk/py314/constraints.txt
+annotated-doc==0.0.4 \
+    --hash=sha256:571ac1dc6991c450b25a9c2d84a3705e2ae7a53467b5d111c24fa8baabbed320 \
+    --hash=sha256:fbcda96e87e9c92ad167c2e53839e57503ecfda18804ea28102353485033faa4
+    # via typer
+annotated-types==0.7.0 \
+    --hash=sha256:1f02e8b43a8fbbc3f3e0d4f0f4bfc8131bcb4eebe8849b8e5c773f3a1c582a53 \
+    --hash=sha256:aff07c09a53a08bc8cfccb9c85b05f1aa9a2a6f23728d790723543408344ce89
+    # via pydantic
+anyio==4.13.0 \
+    --hash=sha256:08b310f9e24a9594186fd75b4f73f4a4152069e3853f1ed8bfbf58369f4ad708 \
+    --hash=sha256:334b70e641fd2221c1505b3890c69882fe4a2df910cba14d97019b90b24439dc
+    # via httpx
+asttokens==3.0.1 \
+    --hash=sha256:15a3ebc0f43c2d0a50eeafea25e19046c68398e487b9f1f5b517f7c0f40f976a \
+    --hash=sha256:71a4ee5de0bde6a31d64f6b13f2293ac190344478f081c3d1bccfcf5eacb0cb7
+    # via stack-data
+attrs==26.1.0 \
+    --hash=sha256:c647aa4a12dfbad9333ca4e71fe62ddc36f4e63b2d260a37a8b83d2f043ac309 \
+    --hash=sha256:d03ceb89cb322a8fd706d4fb91940737b6642aa36998fe130a9bc96c985eff32
+    # via
+    #   jsonschema
+    #   referencing
+blosc2==4.2.0 \
+    --hash=sha256:0f6444e125142876f8ce02f1ec8a13499f436a01e7ffdffd080d7156fd5fa079 \
+    --hash=sha256:1a77412d3229a7ec4ce8e353604e563400cc57346d6e8ba578453a6134bf2190 \
+    --hash=sha256:1e2f0767c68c4e5dea1543c7c138421264db494a6bbeb6ab81f101bcb6382ff4 \
+    --hash=sha256:2423b70dc17b048382f8a9a17085842a7c3c2f9bb14d3be2f8a7cbb378ef4ad9 \
+    --hash=sha256:291f689635c9ebc30a6b13fdc0f2069ab7a245fa27dabe8fa14b6d35c3f096cf \
+    --hash=sha256:3b72e9bbce0459ec695e25bb1fba8fa05ba9af4fed71c220d20376df99cf32fa \
+    --hash=sha256:44a2070a6efa990986a26a4f9a2d8a2fa9ee9ec705617d38750bcb019c53d632 \
+    --hash=sha256:4f7b006333891d3594660abb7820be0497c0baab3538742562caa78e03e5312c \
+    --hash=sha256:59f4de7f9e8a587e5c6e6ae54ba74f4d78a47a1cc3f097d03105274b36720da6 \
+    --hash=sha256:5b16df388e1884e458955de64db6ce6db438154fb3fe9089180ef9863ceb79bf \
+    --hash=sha256:6ff429d2364f423229e82037adb1efe91a5f3dc767f0817cbc635adf84b83e20 \
+    --hash=sha256:7888ac409a479da50d7e02eeb1bcbf1e45213af362eff1b938d584cf66c2f39b \
+    --hash=sha256:87c3a108c8ce311eb00a7c3d32d4d0ab023599a2d23fc07c998debe2dad00f8e \
+    --hash=sha256:89227492844ec7b487e7182314ac75997d5f864be2025cf6879f355fdb669532 \
+    --hash=sha256:8ff3c6b2cf7d3e6a3481f7e1a6eef283af3e2b65f53401b1ebc63eea14b0b758 \
+    --hash=sha256:976abf343866c97de637adb452153dfbe63c2b69a2a4999dc494ebc22585a567 \
+    --hash=sha256:9c5c0ae30c831a90a9d1973cecbeab99a7de2df4f172ac8020d2d60d1c2c5ae2 \
+    --hash=sha256:9cadf2708888e586027178be9e17215ae6f20fb5829596e9771751aa453e7a0e \
+    --hash=sha256:9eb69182c51cda1b402aaf78ce908759f7a277420ce3fad9981ff560544e50b3 \
+    --hash=sha256:a07e0d16aab433e10d173b553fabb7b8cf64e5dd826eaae548d2e9a9ac5f2f69 \
+    --hash=sha256:a269a8b265caed0093f3ee99eff8c8691da407764f5ee5b1bd0c12044fcb6c51 \
+    --hash=sha256:ad857c3dddaf5486a49b59f4f351079bfc8f50786d033638bf722e4fa7595249 \
+    --hash=sha256:afc041c5de1d66fb731c45bd5bcf84356da3f17b4acdec5a8448236c6d48f845 \
+    --hash=sha256:b8d907efa30a2ca4895dd37fa0b527ee88be17df1981f98194f867d97ff07429 \
+    --hash=sha256:bb67066f1a64d7929f271836994e5fb0383ae8b8f03d673650a94dafd7eaa349 \
+    --hash=sha256:bb82cc1d528bac82c0b5c2009377f5be6528405d2737fd151ffce4dc6fe0a96b \
+    --hash=sha256:bbefc417322a59443d844b4d03e66b228694ec6bfd1de8bbd832c4aa0eaebe64 \
+    --hash=sha256:d28efb0b13c1f22db4a799d22ab02b0024fd4ecd1cc47dbe756d88e08079867a \
+    --hash=sha256:e997adbf086a4b98f732504952193afa817c41a7c70d26bce71fdd397542c664 \
+    --hash=sha256:f48ea67ccd751999e9bb3c4e10853d422167b9619af701b1fdb08cc27584db96 \
+    --hash=sha256:fa448c419a8227321cab735aece33fca1afac1447cd140a3db81a6b2bed560fa
+    # via tables
+certifi==2026.4.22 \
+    --hash=sha256:3cb2210c8f88ba2318d29b0388d1023c8492ff72ecdde4ebdaddbb13a31b1c4a \
+    --hash=sha256:8d455352a37b71bf76a79caa83a3d6c25afee4a385d632127b6afb3963f1c580
+    # via
+    #   httpcore
+    #   httpx
+    #   requests
+charset-normalizer==3.4.7 \
+    --hash=sha256:007d05ec7321d12a40227aae9e2bc6dca73f3cb21058999a1df9e193555a9dcc \
+    --hash=sha256:03853ed82eeebbce3c2abfdbc98c96dc205f32a79627688ac9a27370ea61a49c \
+    --hash=sha256:07d9e39b01743c3717745f4c530a6349eadbfa043c7577eef86c502c15df2c67 \
+    --hash=sha256:08e721811161356f97b4059a9ba7bafb23ea5ee2255402c42881c214e173c6b4 \
+    --hash=sha256:0c96c3b819b5c3e9e165495db84d41914d6894d55181d2d108cc1a69bfc9cce0 \
+    --hash=sha256:0ea948db76d31190bf08bd371623927ee1339d5f2a0b4b1b4a4439a65298703c \
+    --hash=sha256:0f7eb884681e3938906ed0434f20c63046eacd0111c4ba96f27b76084cd679f5 \
+    --hash=sha256:12a6fff75f6bc66711b73a2f0addfc4c8c15a20e805146a02d147a318962c444 \
+    --hash=sha256:12d8baf840cc7889b37c7c770f478adea7adce3dcb3944d02ec87508e2dcf153 \
+    --hash=sha256:14265bfe1f09498b9d8ec91e9ec9fa52775edf90fcbde092b25f4a33d444fea9 \
+    --hash=sha256:16d971e29578a5e97d7117866d15889a4a07befe0e87e703ed63cd90cb348c01 \
+    --hash=sha256:177a0ba5f0211d488e295aaf82707237e331c24788d8d76c96c5a41594723217 \
+    --hash=sha256:1a87ca9d5df6fe460483d9a5bbf2b18f620cbed41b432e2bddb686228282d10b \
+    --hash=sha256:1c2a768fdd44ee4a9339a9b0b130049139b8ce3c01d2ce09f67f5a68048d477c \
+    --hash=sha256:1c2aed2e5e41f24ea8ef1590b8e848a79b56f3a5564a65ceec43c9d692dc7d8a \
+    --hash=sha256:1dc8b0ea451d6e69735094606991f32867807881400f808a106ee1d963c46a83 \
+    --hash=sha256:1efde3cae86c8c273f1eb3b287be7d8499420cf2fe7585c41d370d3e790054a5 \
+    --hash=sha256:202389074300232baeb53ae2569a60901f7efadd4245cf3a3bf0617d60b439d7 \
+    --hash=sha256:203104ed3e428044fd943bc4bf45fa73c0730391f9621e37fe39ecf477b128cb \
+    --hash=sha256:2257141f39fe65a3fdf38aeccae4b953e5f3b3324f4ff0daf9f15b8518666a2c \
+    --hash=sha256:298930cec56029e05497a76988377cbd7457ba864beeea92ad7e844fe74cd1f1 \
+    --hash=sha256:2cd4a60d0e2fb04537162c62bbbb4182f53541fe0ede35cdf270a1c1e723cc42 \
+    --hash=sha256:2d6eb928e13016cea4f1f21d1e10c1cebd5a421bc57ddf5b1142ae3f86824fab \
+    --hash=sha256:2fe249cb4651fd12605b7288b24751d8bfd46d35f12a20b1ba33dea122e690df \
+    --hash=sha256:30b8d1d8c52a48c2c5690e152c169b673487a2a58de1ec7393196753063fcd5e \
+    --hash=sha256:320ade88cfb846b8cd6b4ddf5ee9e80ee0c1f52401f2456b84ae1ae6a1a5f207 \
+    --hash=sha256:3534e7dcbdcf757da6b85a0bbf5b6868786d5982dd959b065e65481644817a18 \
+    --hash=sha256:36836d6ff945a00b88ba1e4572d721e60b5b8c98c155d465f56ad19d68f23734 \
+    --hash=sha256:38c0109396c4cfc574d502df99742a45c72c08eff0a36158b6f04000043dbf38 \
+    --hash=sha256:3946fa46a0cf3e4c8cb1cc52f56bb536310d34f25f01ca9b6c16afa767dab110 \
+    --hash=sha256:3bec022aec2c514d9cf199522a802bd007cd588ab17ab2525f20f9c34d067c18 \
+    --hash=sha256:3c9a494bc5ec77d43cea229c4f6db1e4d8fe7e1bbffa8b6f0f0032430ff8ab44 \
+    --hash=sha256:3dce51d0f5e7951f8bb4900c257dad282f49190fdbebecd4ba99bcc41fef404d \
+    --hash=sha256:3dedcc22d73ec993f42055eff4fcfed9318d1eeb9a6606c55892a26964964e48 \
+    --hash=sha256:4042d5c8f957e15221d423ba781e85d553722fc4113f523f2feb7b188cc34c5e \
+    --hash=sha256:481551899c856c704d58119b5025793fa6730adda3571971af568f66d2424bb5 \
+    --hash=sha256:4dc1e73c36828f982bfe79fadf5919923f8a6f4df2860804db9a98c48824ce8d \
+    --hash=sha256:4e5163c14bffd570ef2affbfdd77bba66383890797df43dc8b4cc7d6f500bf53 \
+    --hash=sha256:511ef87c8aec0783e08ac18565a16d435372bc1ac25a91e6ac7f5ef2b0bff790 \
+    --hash=sha256:532bc9bf33a68613fd7d65e4b1c71a6a38d7d42604ecf239c77392e9b4e8998c \
+    --hash=sha256:54523e136b8948060c0fa0bc7b1b50c32c186f2fceee897a495406bb6e311d2b \
+    --hash=sha256:5649fd1c7bade02f320a462fdefd0b4bd3ce036065836d4f42e0de958038e116 \
+    --hash=sha256:56be790f86bfb2c98fb742ce566dfb4816e5a83384616ab59c49e0604d49c51d \
+    --hash=sha256:5b77459df20e08151cd6f8b9ef8ef1f961ef73d85c21a555c7eed5b79410ec10 \
+    --hash=sha256:5ed6ab538499c8644b8a3e18debabcd7ce684f3fa91cf867521a7a0279cab2d6 \
+    --hash=sha256:6178f72c5508bfc5fd446a5905e698c6212932f25bcdd4b47a757a50605a90e2 \
+    --hash=sha256:6370e8686f662e6a3941ee48ed4742317cafbe5707e36406e9df792cdb535776 \
+    --hash=sha256:64f02c6841d7d83f832cd97ccf8eb8a906d06eb95d5276069175c696b024b60a \
+    --hash=sha256:65bcd23054beab4d166035cabbc868a09c1a49d1efe458fe8e4361215df40265 \
+    --hash=sha256:66671f93accb62ed07da56613636f3641f1a12c13046ce91ffc923721f23c008 \
+    --hash=sha256:6696b7688f54f5af4462118f0bfa7c1621eeb87154f77fa04b9295ce7a8f2943 \
+    --hash=sha256:6785f414ae0f3c733c437e0f3929197934f526d19dfaa75e18fdb4f94c6fb374 \
+    --hash=sha256:67f6279d125ca0046a7fd386d01b311c6363844deac3e5b069b514ba3e63c246 \
+    --hash=sha256:6c114670c45346afedc0d947faf3c7f701051d2518b943679c8ff88befe14f8e \
+    --hash=sha256:6e0d51f618228538a3e8f46bd246f87a6cd030565e015803691603f55e12afb5 \
+    --hash=sha256:6ed74185b2db44f41ef35fd1617c5888e59792da9bbc9190d6c7300617182616 \
+    --hash=sha256:708838739abf24b2ceb208d0e22403dd018faeef86ddac04319a62ae884c4f15 \
+    --hash=sha256:715479b9a2802ecac752a3b0efa2b0b60285cf962ee38414211abdfccc233b41 \
+    --hash=sha256:733784b6d6def852c814bce5f318d25da2ee65dd4839a0718641c696e09a2960 \
+    --hash=sha256:750e02e074872a3fad7f233b47734166440af3cdea0add3e95163110816d6752 \
+    --hash=sha256:752a45dc4a6934060b3b0dab47e04edc3326575f82be64bc4fc293914566503e \
+    --hash=sha256:7579e913a5339fb8fa133f6bbcfd8e6749696206cf05acdbdca71a1b436d8e72 \
+    --hash=sha256:7641bb8895e77f921102f72833904dcd9901df5d6d72a2ab8f31d04b7e51e4e7 \
+    --hash=sha256:7804338df6fcc08105c7745f1502ba68d900f45fd770d5bdd5288ddccb8a42d8 \
+    --hash=sha256:80d04837f55fc81da168b98de4f4b797ef007fc8a79ab71c6ec9bc4dd662b15b \
+    --hash=sha256:813c0e0132266c08eb87469a642cb30aaff57c5f426255419572aaeceeaa7bf4 \
+    --hash=sha256:82b271f5137d07749f7bf32f70b17ab6eaabedd297e75dce75081a24f76eb545 \
+    --hash=sha256:84c018e49c3bf790f9c2771c45e9313a08c2c2a6342b162cd650258b57817706 \
+    --hash=sha256:8751d2787c9131302398b11e6c8068053dcb55d5a8964e114b6e196cf16cb366 \
+    --hash=sha256:8778f0c7a52e56f75d12dae53ae320fae900a8b9b4164b981b9c5ce059cd1fcb \
+    --hash=sha256:87fad7d9ba98c86bcb41b2dc8dbb326619be2562af1f8ff50776a39e55721c5a \
+    --hash=sha256:8d828b6667a32a728a1ad1d93957cdf37489c57b97ae6c4de2860fa749b8fc1e \
+    --hash=sha256:8e385e4267ab76874ae30db04c627faaaf0b509e1ccc11a95b3fc3e83f855c00 \
+    --hash=sha256:92a0a01ead5e668468e952e4238cccd7c537364eb7d851ab144ab6627dbbe12f \
+    --hash=sha256:94e1885b270625a9a828c9793b4d52a64445299baa1fea5a173bf1d3dd9a1a5a \
+    --hash=sha256:a180c5e59792af262bf263b21a3c49353f25945d8d9f70628e73de370d55e1e1 \
+    --hash=sha256:a277ab8928b9f299723bc1a2dabb1265911b1a76341f90a510368ca44ad9ab66 \
+    --hash=sha256:a5fe03b42827c13cdccd08e6c0247b6a6d4b5e3cdc53fd1749f5896adcdc2356 \
+    --hash=sha256:a6c5863edfbe888d9eff9c8b8087354e27618d9da76425c119293f11712a6319 \
+    --hash=sha256:a89c23ef8d2c6b27fd200a42aa4ac72786e7c60d40efdc76e6011260b6e949c4 \
+    --hash=sha256:adb2597b428735679446b46c8badf467b4ca5f5056aae4d51a19f9570301b1ad \
+    --hash=sha256:ae196f021b5e7c78e918242d217db021ed2a6ace2bc6ae94c0fc596221c7f58d \
+    --hash=sha256:ae89db9e5f98a11a4bf50407d4363e7b09b31e55bc117b4f7d80aab97ba009e5 \
+    --hash=sha256:aed52fea0513bac0ccde438c188c8a471c4e0f457c2dd20cdbf6ea7a450046c7 \
+    --hash=sha256:aef65cd602a6d0e0ff6f9930fcb1c8fec60dd2cfcb6facaf4bdb0e5873042db0 \
+    --hash=sha256:af21eb4409a119e365397b2adbaca4c9ccab56543a65d5dbd9f920d6ac29f686 \
+    --hash=sha256:b14b2d9dac08e28bb8046a1a0434b1750eb221c8f5b87a68f4fa11a6f97b5e34 \
+    --hash=sha256:bb6d88045545b26da47aa879dd4a89a71d1dce0f0e549b1abcb31dfe4a8eac49 \
+    --hash=sha256:bb8cc7534f51d9a017b93e3e85b260924f909601c3df002bcdb58ddb4dc41a5c \
+    --hash=sha256:bc17a677b21b3502a21f66a8cc64f5bfad4df8a0b8434d661666f8ce90ac3af1 \
+    --hash=sha256:bd6c2a1c7573c64738d716488d2cdd3c00e340e4835707d8fdb8dc1a66ef164e \
+    --hash=sha256:bd9b23791fe793e4968dba0c447e12f78e425c59fc0e3b97f6450f4781f3ee60 \
+    --hash=sha256:c03a41a8784091e67a39648f70c5f97b5b6a37f216896d44d2cdcb82615339a0 \
+    --hash=sha256:c0f081d69a6e58272819b70288d3221a6ee64b98df852631c80f293514d3b274 \
+    --hash=sha256:c35abb8bfff0185efac5878da64c45dafd2b37fb0383add1be155a763c1f083d \
+    --hash=sha256:c36c333c39be2dbca264d7803333c896ab8fa7d4d6f0ab7edb7dfd7aea6e98c0 \
+    --hash=sha256:c45e9440fb78f8ddabcf714b68f936737a121355bf59f3907f4e17721b9d1aae \
+    --hash=sha256:c593052c465475e64bbfe5dbd81680f64a67fdc752c56d7a0ae205dc8aeefe0f \
+    --hash=sha256:cdd68a1fb318e290a2077696b7eb7a21a49163c455979c639bf5a5dcdc46617d \
+    --hash=sha256:ce3412fbe1e31eb81ea42f4169ed94861c56e643189e1e75f0041f3fe7020abe \
+    --hash=sha256:cf1493cd8607bec4d8a7b9b004e699fcf8f9103a9284cc94962cb73d20f9d4a3 \
+    --hash=sha256:cf29836da5119f3c8a8a70667b0ef5fdca3bb12f80fd06487cfa575b3909b393 \
+    --hash=sha256:d4a48e5b3c2a489fae013b7589308a40146ee081f6f509e047e0e096084ceca1 \
+    --hash=sha256:d560742f3c0d62afaccf9f41fe485ed69bd7661a241f86a3ef0f0fb8b1a397af \
+    --hash=sha256:d6038d37043bced98a66e68d3aa2b6a35505dc01328cd65217cefe82f25def44 \
+    --hash=sha256:d61f00a0869d77422d9b2aba989e2d24afa6ffd552af442e0e58de4f35ea6d00 \
+    --hash=sha256:d635aab80466bc95771bb78d5370e74d36d1fe31467b6b29b8b57b2a3cd7d22c \
+    --hash=sha256:dca4bbc466a95ba9c0234ef56d7dd9509f63da22274589ebd4ed7f1f4d4c54e3 \
+    --hash=sha256:dd915403e231e6b1809fe9b6d9fc55cf8fb5e02765ac625d9cd623342a7905d7 \
+    --hash=sha256:e044c39e41b92c845bc815e5ae4230804e8e7bc29e399b0437d64222d92809dd \
+    --hash=sha256:e060d01aec0a910bdccb8be71faf34e7799ce36950f8294c8bf612cba65a2c9e \
+    --hash=sha256:e1421b502d83040e6d7fb2fb18dff63957f720da3d77b2fbd3187ceb63755d7b \
+    --hash=sha256:e17b8d5d6a8c47c85e68ca8379def1303fd360c3e22093a807cd34a71cd082b8 \
+    --hash=sha256:e5f4d355f0a2b1a31bc3edec6795b46324349c9cb25eed068049e4f472fb4259 \
+    --hash=sha256:e712b419df8ba5e42b226c510472b37bd57b38e897d3eca5e8cfd410a29fa859 \
+    --hash=sha256:e74327fb75de8986940def6e8dee4f127cc9752bee7355bb323cc5b2659b6d46 \
+    --hash=sha256:e80c8378d8f3d83cd3164da1ad2df9e37a666cdde7b1cb2298ed0b558064be30 \
+    --hash=sha256:e8ac484bf18ce6975760921bb6148041faa8fef0547200386ea0b52b5d27bf7b \
+    --hash=sha256:eca9705049ad3c7345d574e3510665cb2cf844c2f2dcfe675332677f081cbd46 \
+    --hash=sha256:ed065083d0898c9d5b4bbec7b026fd755ff7454e6e8b73a67f8c744b13986e24 \
+    --hash=sha256:edac0f1ab77644605be2cbba52e6b7f630731fc42b34cb0f634be1a6eface56a \
+    --hash=sha256:effc3f449787117233702311a1b7d8f59cba9ced946ba727bdc329ec69028e24 \
+    --hash=sha256:f22dec1690b584cea26fade98b2435c132c1b5f68e39f5a0b7627cd7ae31f1dc \
+    --hash=sha256:f495a1652cf3fbab2eb0639776dad966c2fb874d79d87ca07f9d5f059b8bd215 \
+    --hash=sha256:f496c9c3cc02230093d8330875c4c3cdfc3b73612a5fd921c65d39cbcef08063 \
+    --hash=sha256:f59099f9b66f0d7145115e6f80dd8b1d847176df89b234a5a6b3f00437aa0832 \
+    --hash=sha256:f59ad4c0e8f6bba240a9bb85504faa1ab438237199d4cce5f622761507b8f6a6 \
+    --hash=sha256:fbccdc05410c9ee21bbf16a35f4c1d16123dcdeb8a1d38f33654fa21d0234f79 \
+    --hash=sha256:fea24543955a6a729c45a73fe90e08c743f0b3334bbf3201e6c4bc1b0c7fa464
+    # via requests
+click==8.3.3 \
+    --hash=sha256:398329ad4837b2ff7cbe1dd166a4c0f8900c3ca3a218de04466f38f6497f18a2 \
+    --hash=sha256:a2bf429bb3033c89fa4936ffb35d5cb471e3719e1f3c8a7c3fff0b8314305613
+    # via typer
+colorama==0.4.6 ; sys_platform == 'win32' \
+    --hash=sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44 \
+    --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
+    # via
+    #   click
+    #   ipython
+    #   pytest
+    #   tqdm
+decorator==5.2.1 \
+    --hash=sha256:65f266143752f734b0a7cc83c46f4618af75b8c5911b00ccb61d0ac9b6da0360 \
+    --hash=sha256:d316bb415a2d9e2d2b3abcc4084c6502fc09240e292cd76a76afc106a1c8e04a
+    # via ipython
+dpath==2.2.0 \
+    --hash=sha256:34f7e630dc55ea3f219e555726f5da4b4b25f2200319c8e6902c394258dd6a3e \
+    --hash=sha256:b330a375ded0a0d2ed404440f6c6a715deae5313af40bbb01c8a41d891900576
+    # via policyengine-core
+executing==2.2.1 \
+    --hash=sha256:3632cc370565f6648cc328b32435bd120a1e4ebb20c77e3fdde9a13cd1e533c4 \
+    --hash=sha256:760643d3452b4d777d295bb167ccc74c64a81df23fb5e08eff250c425a4b2017
+    # via stack-data
+filelock==3.29.0 \
+    --hash=sha256:69974355e960702e789734cb4871f884ea6fe50bd8404051a3530bc07809cf90 \
+    --hash=sha256:96f5f6344709aa1572bbf631c640e4ebeeb519e08da902c39a001882f30ac258
+    # via huggingface-hub
+fsspec==2026.4.0 \
+    --hash=sha256:11ef7bb35dab8a394fde6e608221d5cf3e8499401c249bebaeaad760a1a8dec2 \
+    --hash=sha256:301d8ac70ae90ef3ad05dcf94d6c3754a097f9b5fe4667d2787aa359ec7df7e4
+    # via huggingface-hub
+h11==0.16.0 \
+    --hash=sha256:4e35b956cf45792e4caa5885e69fba00bdbc6ffafbfa020300e549b208ee5ff1 \
+    --hash=sha256:63cf8bbe7522de3bf65932fda1d9c2772064ffb3dae62d55932da54b31cb6c86
+    # via httpcore
+h5py==3.16.0 \
+    --hash=sha256:099f2525c9dcf28de366970a5fb34879aab20491589fa89ce2863a84218bb524 \
+    --hash=sha256:0f456f556e4e2cebeebd9d66adf8dc321770a42593494a0b6f0af54a7567b242 \
+    --hash=sha256:15922e485844f77c0b9d275396d435db3baa58292a9c2176a386e072e0cf2491 \
+    --hash=sha256:1677ad48b703f44efc9ea0c3ab284527f81bc4f318386aaaebc5fede6bbae56f \
+    --hash=sha256:171038f23bccddfc23f344cadabdfc9917ff554db6a0d417180d2747fe4c75a7 \
+    --hash=sha256:17d1f1630f92ad74494a9a7392ab25982ce2b469fc62da6074c0ce48366a2999 \
+    --hash=sha256:1897a771a7f40d05c262fc8f37376ec37873218544b70216872876c627640f63 \
+    --hash=sha256:18f2bbcd545e6991412253b98727374c356d67caa920e68dc79eab36bf5fedad \
+    --hash=sha256:2b2c02b0a160faed5fb33f1ba8a264a37ee240b22e049ecc827345d0d9043074 \
+    --hash=sha256:314b6054fe0b1051c2b0cb2df5cbdab15622fb05e80f202e3b6a5eee0d6fe365 \
+    --hash=sha256:346df559a0f7dcb31cf8e44805319e2ab24b8957c45e7708ce503b2ec79ba725 \
+    --hash=sha256:370a845f432c2c9619db8eed334d1e610c6015796122b0e57aa46312c22617d9 \
+    --hash=sha256:39c2838fb1e8d97bcf1755e60ad1f3dd76a7b2a475928dc321672752678b96db \
+    --hash=sha256:3e6cb3387c756de6a9492d601553dffea3fe11b5f22b443aac708c69f3f55e16 \
+    --hash=sha256:3fae9197390c325e62e0a1aa977f2f62d994aa87aab182abbea85479b791197c \
+    --hash=sha256:42108e93326c50c2810025aade9eac9d6827524cdccc7d4b75a546e5ab308edb \
+    --hash=sha256:42b012933a83e1a558c673176676a10ce2fd3759976a0fedee1e672d1e04fc9d \
+    --hash=sha256:43259303989ac8adacc9986695b31e35dba6fd1e297ff9c6a04b7da5542139cc \
+    --hash=sha256:4c6ab014ab704b4feaa719ae783b86522ed0bf1f82184704ed3c9e4e3228796e \
+    --hash=sha256:656f00e4d903199a1d58df06b711cf3ca632b874b4207b7dbec86185b5c8c7d4 \
+    --hash=sha256:698dd69291272642ffda44a0ecd6cd3bda5faf9621452d255f57ce91487b9794 \
+    --hash=sha256:719439d14b83f74eeb080e9650a6c7aa6d0d9ea0ca7f804347b05fac6fbf18af \
+    --hash=sha256:7c4dd4cf5f0a4e36083f73172f6cfc25a5710789269547f132a20975bfe2434c \
+    --hash=sha256:7e420b539fb6023a259a1b14d4c9f6df8cf50d7268f48e161169987a57b737ff \
+    --hash=sha256:8389e13a1fd745ad2856873e8187fd10268b2d9677877bb667b41aebd771d8b7 \
+    --hash=sha256:85b9c49dd58dc44cf70af944784e2c2038b6f799665d0dcbbc812a26e0faa859 \
+    --hash=sha256:86385ea895508220b8a7e45efa428aeafaa586bd737c7af9ee04661d8d84a10d \
+    --hash=sha256:8975273c2c5921c25700193b408e28d6bdd0111c37468b2d4e25dcec4cd1d84d \
+    --hash=sha256:8c1eff849cdd53cbc73c214c30ebdb6f1bb8b64790b4b4fc36acdb5e43570210 \
+    --hash=sha256:9300ad32dea9dfc5171f94d5f6948e159ed93e4701280b0f508773b3f582f402 \
+    --hash=sha256:96b422019a1c8975c2d5dadcf61d4ba6f01c31f92bbde6e4649607885fe502d6 \
+    --hash=sha256:9c9d307c0ef862d1cd5714f72ecfafe0a5d7529c44845afa8de9f46e5ba8bd65 \
+    --hash=sha256:a0dbaad796840ccaa67a4c144a0d0c8080073c34c76d5a6941d6818678ef2738 \
+    --hash=sha256:a6fbc5367d4046801f9b7db9191b31895f22f1c6df1f9987d667854cac493538 \
+    --hash=sha256:bdef06507725b455fccba9c16529121a5e1fbf56aa375f7d9713d9e8ff42454d \
+    --hash=sha256:c3f0a0e136f2e95dd0b67146abb6668af4f1a69c81ef8651a2d316e8e01de447 \
+    --hash=sha256:c5313566f4643121a78503a473f0fb1e6dcc541d5115c44f05e037609c565c4d \
+    --hash=sha256:df02dd29bd247f98674634dfe41f89fd7c16ba3d7de8695ec958f58404a4e618 \
+    --hash=sha256:dfc21898ff025f1e8e67e194965a95a8d4754f452f83454538f98f8a3fcb207e \
+    --hash=sha256:e06f864bedb2c8e7c1358e6c73af48519e317457c444d6f3d332bb4e8fa6d7d9 \
+    --hash=sha256:e2c04d129f180019e216ee5f9c40b78a418634091c8782e1f723a6ca3658b965 \
+    --hash=sha256:e4360f15875a532bc7b98196c7592ed4fc92672a57c0a621355961cafb17a6dd \
+    --hash=sha256:ec86d4fffd87a0f4cb3d5796ceb5a50123a2a6d99b43e616e5504e66a953eca3 \
+    --hash=sha256:fa48993a0b799737ba7fd21e2350fa0a60701e58180fae9f2de834bc39a147ab \
+    --hash=sha256:faca8fb4e4319c09d83337adc80b2ca7d5c5a343c2d6f1b6388f32cfecca13c1 \
+    --hash=sha256:fb1720028d99040792bb2fb31facb8da44a6f29df7697e0b84f0d79aff2e9bd3 \
+    --hash=sha256:ff24039e2573297787c3063df64b60aab0591980ac898329a08b0320e0cf2527 \
+    --hash=sha256:ffbab2fedd6581f6aa31cf1639ca2cb86e02779de525667892ebf4cc9fd26434
+    # via policyengine-core
+hf-xet==1.5.0 ; platform_machine == 'AMD64' or platform_machine == 'aarch64' or platform_machine == 'amd64' or platform_machine == 'arm64' or platform_machine == 'x86_64' \
+    --hash=sha256:1e60df5a42e9bed8628b6416af2cba4cba57ae9f02de226a06b020d98e1aab18 \
+    --hash=sha256:2806c7c17b4d23f8d88f7c4814f838c3b6150773fe339c20af23e1cfaf2797e4 \
+    --hash=sha256:2baea1b0b989e5c152fe81425f7745ddc8901280ba3d97c98d8cdece7b706c60 \
+    --hash=sha256:3531b1823a0e6d77d80f9ed15ca0e00f0d115094f8ac033d5cae88f4564cc949 \
+    --hash=sha256:4b35549ce62601b84da4ff9b24d970032ace3d4430f52d91bcbb26c901d6c690 \
+    --hash=sha256:526345b3ed45f374f6317349df489167606736c876241ba984105afe7fd4839d \
+    --hash=sha256:5906bf7718d3636dc13402914736abe723492cb730f744834f5f5b67d3a12702 \
+    --hash=sha256:5f3dc2248fc01cc0a00cd392ab497f1ca373fcbc7e3f2da1f452480b384e839e \
+    --hash=sha256:73a0dae8c71de3b0633a45c73f4a4a5ed09e94b43441d82981a781d4f12baa42 \
+    --hash=sha256:786d28e2eb8315d5035544b9d137b4a842d600c434bb91bf7d0d953cce906ad4 \
+    --hash=sha256:7d70fe2ce97b9db73b9c9b9c81fe3693640aec83416a966c446afea54acfae3c \
+    --hash=sha256:872d5601e6deea30d15865ede55d29eac6daf5a534ab417b99b6ef6b076dd96c \
+    --hash=sha256:8dbcbab554c9ef158ef2c991545c3e970ddd8cc7acdcd0a78c5a41095dab4ded \
+    --hash=sha256:9929561f5abf4581c8ea79587881dfef6b8abb2a0d8a51915936fc2a614f4e73 \
+    --hash=sha256:9a0ee58cd18d5ea799f7ed11290bbccbe56bdd8b1d97ca74b9cc49a3945d7a3b \
+    --hash=sha256:a60290ec57e9b71767fba7c3645ddafdd0759974b540441510c629c6db6db24a \
+    --hash=sha256:b285cea1b5bab46b758772716ba8d6854a1a0310fed1c249d678a8b38601e5a0 \
+    --hash=sha256:b6c9df403040248c76d808d3e047d64db2d923bae593eb244c41e425cf6cd7be \
+    --hash=sha256:c799d49f1a5544a0ef7591c0ee75e0d6b93d6f56dc7a4979f59f7518d2872216 \
+    --hash=sha256:cf7b2dc6f31a4ea754bb50f74cde482dcf5d366d184076d8530b9872787f3761 \
+    --hash=sha256:dad0dc84e941b8ba3c860659fe1fdc35c049d47cce293f003287757e971a8f56 \
+    --hash=sha256:e0fb0a34d9f406eed88233e829a67ec016bec5af19e480eac65a233ea289a948 \
+    --hash=sha256:e5de0f6deada0dada870bb376a11bcd1f08abf3a968a6d118f33e72d1b1eb480 \
+    --hash=sha256:f7b7bbae318e583a86fb21e5a4a175d6721d628a2874f4bd022d0e660c32a682 \
+    --hash=sha256:fd6e5a9b0fdac4ed03ed45ef79254a655b1aaab514a02202617fbf643f5fdf7a
+    # via huggingface-hub
+httpcore==1.0.9 \
+    --hash=sha256:2d400746a40668fc9dec9810239072b40b4484b640a8c38fd654a024c7a1bf55 \
+    --hash=sha256:6e34463af53fd2ab5d807f399a9b45ea31c3dfa2276f15a2c3f00afff6e176e8
+    # via httpx
+httpx==0.28.1 \
+    --hash=sha256:75e98c5f16b0f35b567856f597f06ff2270a374470a5c2392242528e3e3e42fc \
+    --hash=sha256:d909fcccc110f8c7faf814ca82a9a4d816bc5a6dbfea25d6591d6985b8ba59ad
+    # via huggingface-hub
+huggingface-hub==1.14.0 \
+    --hash=sha256:d6d2c9cd6be1d02ae9ec6672d5587d10a427f377db688e82528f426a041622c2 \
+    --hash=sha256:efe075535c62e130b30e836b138e13785f6f043d1f0539e0a39aa411a99e90b8
+    # via policyengine-core
+idna==3.13 \
+    --hash=sha256:585ea8fe5d69b9181ec1afba340451fba6ba764af97026f92a91d4eef164a242 \
+    --hash=sha256:892ea0cde124a99ce773decba204c5552b69c3c67ffd5f232eb7696135bc8bb3
+    # via
+    #   anyio
+    #   httpx
+    #   requests
+iniconfig==2.3.0 \
+    --hash=sha256:c76315c77db068650d49c5b56314774a7804df16fee4402c1f19d6d15d8c4730 \
+    --hash=sha256:f631c04d2c48c52b84d0d0549c99ff3859c98df65b3101406327ecc7d53fbf12
+    # via pytest
+ipython==8.39.0 \
+    --hash=sha256:4110ae96012c379b8b6db898a07e186c40a2a1ef5d57a7fa83166047d9da7624 \
+    --hash=sha256:bb3c51c4fa8148ab1dea07a79584d1c854e234ea44aa1283bcb37bc75054651f
+    # via
+    #   policyengine-core
+    #   pyvis
+jedi==0.20.0 \
+    --hash=sha256:7bdd9c2634f56713299976f4cbd59cb3fa92165cc5e05ea811fb253480728b67 \
+    --hash=sha256:c3f4ccbd276696f4b19c54618d4fb18f9fc24b0aef02acf704b23f487daa1011
+    # via ipython
+jinja2==3.1.6 \
+    --hash=sha256:0137fb05990d35f1275a587e9aee6d56da821fc83491a0fb838183be43f66d6d \
+    --hash=sha256:85ece4451f492d0c13c5dd7c13a64681a86afae63a5f347908daf103ce6d2f67
+    # via pyvis
+jsonpickle==4.1.1 \
+    --hash=sha256:bb141da6057898aa2438ff268362b126826c812a1721e31cf08a6e142910dc91 \
+    --hash=sha256:f86e18f13e2b96c1c1eede0b7b90095bbb61d99fedc14813c44dc2f361dbbae1
+    # via pyvis
+jsonschema==4.26.0 \
+    --hash=sha256:0c26707e2efad8aa1bfc5b7ce170f3fccc2e4918ff85989ba9ffa9facb2be326 \
+    --hash=sha256:d489f15263b8d200f8387e64b4c3a75f06629559fb73deb8fdfb525f2dab50ce
+    # via policyengine
+jsonschema-specifications==2025.9.1 \
+    --hash=sha256:98802fee3a11ee76ecaca44429fda8a41bff98b00a0f2838151b113f210cc6fe \
+    --hash=sha256:b540987f239e745613c7a9176f3edb72b832a4ac465cf02712288397832b5e8d
+    # via jsonschema
+markdown-it-py==4.2.0 \
+    --hash=sha256:04a21681d6fbb623de53f6f364d352309d4094dd4194040a10fd51833e418d49 \
+    --hash=sha256:9f7ebbcd14fe59494226453aed97c1070d83f8d24b6fc3a3bcf9a38092641c4a
+    # via rich
+markupsafe==3.0.3 \
+    --hash=sha256:0303439a41979d9e74d18ff5e2dd8c43ed6c6001fd40e5bf2e43f7bd9bbc523f \
+    --hash=sha256:068f375c472b3e7acbe2d5318dea141359e6900156b5b2ba06a30b169086b91a \
+    --hash=sha256:0bf2a864d67e76e5c9a34dc26ec616a66b9888e25e7b9460e1c76d3293bd9dbf \
+    --hash=sha256:0db14f5dafddbb6d9208827849fad01f1a2609380add406671a26386cdf15a19 \
+    --hash=sha256:0eb9ff8191e8498cca014656ae6b8d61f39da5f95b488805da4bb029cccbfbaf \
+    --hash=sha256:0f4b68347f8c5eab4a13419215bdfd7f8c9b19f2b25520968adfad23eb0ce60c \
+    --hash=sha256:1085e7fbddd3be5f89cc898938f42c0b3c711fdcb37d75221de2666af647c175 \
+    --hash=sha256:116bb52f642a37c115f517494ea5feb03889e04df47eeff5b130b1808ce7c219 \
+    --hash=sha256:12c63dfb4a98206f045aa9563db46507995f7ef6d83b2f68eda65c307c6829eb \
+    --hash=sha256:133a43e73a802c5562be9bbcd03d090aa5a1fe899db609c29e8c8d815c5f6de6 \
+    --hash=sha256:1353ef0c1b138e1907ae78e2f6c63ff67501122006b0f9abad68fda5f4ffc6ab \
+    --hash=sha256:15d939a21d546304880945ca1ecb8a039db6b4dc49b2c5a400387cdae6a62e26 \
+    --hash=sha256:177b5253b2834fe3678cb4a5f0059808258584c559193998be2601324fdeafb1 \
+    --hash=sha256:1872df69a4de6aead3491198eaf13810b565bdbeec3ae2dc8780f14458ec73ce \
+    --hash=sha256:1b4b79e8ebf6b55351f0d91fe80f893b4743f104bff22e90697db1590e47a218 \
+    --hash=sha256:1b52b4fb9df4eb9ae465f8d0c228a00624de2334f216f178a995ccdcf82c4634 \
+    --hash=sha256:1ba88449deb3de88bd40044603fafffb7bc2b055d626a330323a9ed736661695 \
+    --hash=sha256:1cc7ea17a6824959616c525620e387f6dd30fec8cb44f649e31712db02123dad \
+    --hash=sha256:218551f6df4868a8d527e3062d0fb968682fe92054e89978594c28e642c43a73 \
+    --hash=sha256:26a5784ded40c9e318cfc2bdb30fe164bdb8665ded9cd64d500a34fb42067b1c \
+    --hash=sha256:2713baf880df847f2bece4230d4d094280f4e67b1e813eec43b4c0e144a34ffe \
+    --hash=sha256:2a15a08b17dd94c53a1da0438822d70ebcd13f8c3a95abe3a9ef9f11a94830aa \
+    --hash=sha256:2f981d352f04553a7171b8e44369f2af4055f888dfb147d55e42d29e29e74559 \
+    --hash=sha256:32001d6a8fc98c8cb5c947787c5d08b0a50663d139f1305bac5885d98d9b40fa \
+    --hash=sha256:3524b778fe5cfb3452a09d31e7b5adefeea8c5be1d43c4f810ba09f2ceb29d37 \
+    --hash=sha256:3537e01efc9d4dccdf77221fb1cb3b8e1a38d5428920e0657ce299b20324d758 \
+    --hash=sha256:35add3b638a5d900e807944a078b51922212fb3dedb01633a8defc4b01a3c85f \
+    --hash=sha256:38664109c14ffc9e7437e86b4dceb442b0096dfe3541d7864d9cbe1da4cf36c8 \
+    --hash=sha256:3a7e8ae81ae39e62a41ec302f972ba6ae23a5c5396c8e60113e9066ef893da0d \
+    --hash=sha256:3b562dd9e9ea93f13d53989d23a7e775fdfd1066c33494ff43f5418bc8c58a5c \
+    --hash=sha256:457a69a9577064c05a97c41f4e65148652db078a3a509039e64d3467b9e7ef97 \
+    --hash=sha256:4bd4cd07944443f5a265608cc6aab442e4f74dff8088b0dfc8238647b8f6ae9a \
+    --hash=sha256:4e885a3d1efa2eadc93c894a21770e4bc67899e3543680313b09f139e149ab19 \
+    --hash=sha256:4faffd047e07c38848ce017e8725090413cd80cbc23d86e55c587bf979e579c9 \
+    --hash=sha256:509fa21c6deb7a7a273d629cf5ec029bc209d1a51178615ddf718f5918992ab9 \
+    --hash=sha256:5678211cb9333a6468fb8d8be0305520aa073f50d17f089b5b4b477ea6e67fdc \
+    --hash=sha256:591ae9f2a647529ca990bc681daebdd52c8791ff06c2bfa05b65163e28102ef2 \
+    --hash=sha256:5a7d5dc5140555cf21a6fefbdbf8723f06fcd2f63ef108f2854de715e4422cb4 \
+    --hash=sha256:69c0b73548bc525c8cb9a251cddf1931d1db4d2258e9599c28c07ef3580ef354 \
+    --hash=sha256:6b5420a1d9450023228968e7e6a9ce57f65d148ab56d2313fcd589eee96a7a50 \
+    --hash=sha256:722695808f4b6457b320fdc131280796bdceb04ab50fe1795cd540799ebe1698 \
+    --hash=sha256:729586769a26dbceff69f7a7dbbf59ab6572b99d94576a5592625d5b411576b9 \
+    --hash=sha256:77f0643abe7495da77fb436f50f8dab76dbc6e5fd25d39589a0f1fe6548bfa2b \
+    --hash=sha256:795e7751525cae078558e679d646ae45574b47ed6e7771863fcc079a6171a0fc \
+    --hash=sha256:7be7b61bb172e1ed687f1754f8e7484f1c8019780f6f6b0786e76bb01c2ae115 \
+    --hash=sha256:7c3fb7d25180895632e5d3148dbdc29ea38ccb7fd210aa27acbd1201a1902c6e \
+    --hash=sha256:7e68f88e5b8799aa49c85cd116c932a1ac15caaa3f5db09087854d218359e485 \
+    --hash=sha256:83891d0e9fb81a825d9a6d61e3f07550ca70a076484292a70fde82c4b807286f \
+    --hash=sha256:8485f406a96febb5140bfeca44a73e3ce5116b2501ac54fe953e488fb1d03b12 \
+    --hash=sha256:8709b08f4a89aa7586de0aadc8da56180242ee0ada3999749b183aa23df95025 \
+    --hash=sha256:8f71bc33915be5186016f675cd83a1e08523649b0e33efdb898db577ef5bb009 \
+    --hash=sha256:915c04ba3851909ce68ccc2b8e2cd691618c4dc4c4232fb7982bca3f41fd8c3d \
+    --hash=sha256:949b8d66bc381ee8b007cd945914c721d9aba8e27f71959d750a46f7c282b20b \
+    --hash=sha256:94c6f0bb423f739146aec64595853541634bde58b2135f27f61c1ffd1cd4d16a \
+    --hash=sha256:9a1abfdc021a164803f4d485104931fb8f8c1efd55bc6b748d2f5774e78b62c5 \
+    --hash=sha256:9b79b7a16f7fedff2495d684f2b59b0457c3b493778c9eed31111be64d58279f \
+    --hash=sha256:a320721ab5a1aba0a233739394eb907f8c8da5c98c9181d1161e77a0c8e36f2d \
+    --hash=sha256:a4afe79fb3de0b7097d81da19090f4df4f8d3a2b3adaa8764138aac2e44f3af1 \
+    --hash=sha256:ad2cf8aa28b8c020ab2fc8287b0f823d0a7d8630784c31e9ee5edea20f406287 \
+    --hash=sha256:b8512a91625c9b3da6f127803b166b629725e68af71f8184ae7e7d54686a56d6 \
+    --hash=sha256:bc51efed119bc9cfdf792cdeaa4d67e8f6fcccab66ed4bfdd6bde3e59bfcbb2f \
+    --hash=sha256:bdc919ead48f234740ad807933cdf545180bfbe9342c2bb451556db2ed958581 \
+    --hash=sha256:bdd37121970bfd8be76c5fb069c7751683bdf373db1ed6c010162b2a130248ed \
+    --hash=sha256:be8813b57049a7dc738189df53d69395eba14fb99345e0a5994914a3864c8a4b \
+    --hash=sha256:c0c0b3ade1c0b13b936d7970b1d37a57acde9199dc2aecc4c336773e1d86049c \
+    --hash=sha256:c47a551199eb8eb2121d4f0f15ae0f923d31350ab9280078d1e5f12b249e0026 \
+    --hash=sha256:c4ffb7ebf07cfe8931028e3e4c85f0357459a3f9f9490886198848f4fa002ec8 \
+    --hash=sha256:ccfcd093f13f0f0b7fdd0f198b90053bf7b2f02a3927a30e63f3ccc9df56b676 \
+    --hash=sha256:d2ee202e79d8ed691ceebae8e0486bd9a2cd4794cec4824e1c99b6f5009502f6 \
+    --hash=sha256:d53197da72cc091b024dd97249dfc7794d6a56530370992a5e1a08983ad9230e \
+    --hash=sha256:d6dd0be5b5b189d31db7cda48b91d7e0a9795f31430b7f271219ab30f1d3ac9d \
+    --hash=sha256:d88b440e37a16e651bda4c7c2b930eb586fd15ca7406cb39e211fcff3bf3017d \
+    --hash=sha256:de8a88e63464af587c950061a5e6a67d3632e36df62b986892331d4620a35c01 \
+    --hash=sha256:df2449253ef108a379b8b5d6b43f4b1a8e81a061d6537becd5582fba5f9196d7 \
+    --hash=sha256:e1c1493fb6e50ab01d20a22826e57520f1284df32f2d8601fdd90b6304601419 \
+    --hash=sha256:e1cf1972137e83c5d4c136c43ced9ac51d0e124706ee1c8aa8532c1287fa8795 \
+    --hash=sha256:e2103a929dfa2fcaf9bb4e7c091983a49c9ac3b19c9061b6d5427dd7d14d81a1 \
+    --hash=sha256:e56b7d45a839a697b5eb268c82a71bd8c7f6c94d6fd50c3d577fa39a9f1409f5 \
+    --hash=sha256:e8afc3f2ccfa24215f8cb28dcf43f0113ac3c37c2f0f0806d8c70e4228c5cf4d \
+    --hash=sha256:e8fc20152abba6b83724d7ff268c249fa196d8259ff481f3b1476383f8f24e42 \
+    --hash=sha256:eaa9599de571d72e2daf60164784109f19978b327a3910d3e9de8c97b5b70cfe \
+    --hash=sha256:ec15a59cf5af7be74194f7ab02d0f59a62bdcf1a537677ce67a2537c9b87fcda \
+    --hash=sha256:f190daf01f13c72eac4efd5c430a8de82489d9cff23c364c3ea822545032993e \
+    --hash=sha256:f34c41761022dd093b4b6896d4810782ffbabe30f2d443ff5f083e0cbbb8c737 \
+    --hash=sha256:f3e98bb3798ead92273dc0e5fd0f31ade220f59a266ffd8a4f6065e0a3ce0523 \
+    --hash=sha256:f42d0984e947b8adf7dd6dde396e720934d12c506ce84eea8476409563607591 \
+    --hash=sha256:f71a396b3bf33ecaa1626c255855702aca4d3d9fea5e051b41ac59a9c1c41edc \
+    --hash=sha256:f9e130248f4462aaa8e2552d547f36ddadbeaa573879158d721bbd33dfe4743a \
+    --hash=sha256:fed51ac40f757d41b7c48425901843666a6677e3e8eb0abcff09e4ba6e664f50
+    # via jinja2
+matplotlib-inline==0.2.2 \
+    --hash=sha256:3c821cf1c209f59fb2d2d64abbf5b23b67bcb2210d663f9918dd851c6da1fcf6 \
+    --hash=sha256:72f3fe8fce36b70d4a5b612f899090cd0401deddc4ea90e1572b9f4bfb058c79
+    # via ipython
+mdurl==0.1.2 \
+    --hash=sha256:84008a41e51615a49fc9966191ff91509e3c40b939176e643fd50a5c2196b8f8 \
+    --hash=sha256:bb413d29f5eea38f31dd4754dd7377d4465116fb207585f97bf925588687c1ba
+    # via markdown-it-py
+microdf-python==1.3.0 \
+    --hash=sha256:e17757a198648108eae24f39384e27b5ae8061acf1b43fa56520010dc00a7b55 \
+    --hash=sha256:f352fe32c25a4fd6d6188ef6aaca0214b53b29a8a7913aca6af0362dd9c922bd
+    # via
+    #   policyengine
+    #   policyengine-core
+    #   policyengine-uk
+msgpack==1.1.2 \
+    --hash=sha256:0051fffef5a37ca2cd16978ae4f0aef92f164df86823871b5162812bebecd8e2 \
+    --hash=sha256:04fb995247a6e83830b62f0b07bf36540c213f6eac8e851166d8d86d83cbd014 \
+    --hash=sha256:180759d89a057eab503cf62eeec0aa61c4ea1200dee709f3a8e9397dbb3b6931 \
+    --hash=sha256:1d1418482b1ee984625d88aa9585db570180c286d942da463533b238b98b812b \
+    --hash=sha256:1de460f0403172cff81169a30b9a92b260cb809c4cb7e2fc79ae8d0510c78b6b \
+    --hash=sha256:1fdf7d83102bf09e7ce3357de96c59b627395352a4024f6e2458501f158bf999 \
+    --hash=sha256:1fff3d825d7859ac888b0fbda39a42d59193543920eda9d9bea44d958a878029 \
+    --hash=sha256:283ae72fc89da59aa004ba147e8fc2f766647b1251500182fac0350d8af299c0 \
+    --hash=sha256:2929af52106ca73fcb28576218476ffbb531a036c2adbcf54a3664de124303e9 \
+    --hash=sha256:2e86a607e558d22985d856948c12a3fa7b42efad264dca8a3ebbcfa2735d786c \
+    --hash=sha256:350ad5353a467d9e3b126d8d1b90fe05ad081e2e1cef5753f8c345217c37e7b8 \
+    --hash=sha256:354e81bcdebaab427c3df4281187edc765d5d76bfb3a7c125af9da7a27e8458f \
+    --hash=sha256:365c0bbe981a27d8932da71af63ef86acc59ed5c01ad929e09a0b88c6294e28a \
+    --hash=sha256:372839311ccf6bdaf39b00b61288e0557916c3729529b301c52c2d88842add42 \
+    --hash=sha256:3b60763c1373dd60f398488069bcdc703cd08a711477b5d480eecc9f9626f47e \
+    --hash=sha256:41d1a5d875680166d3ac5c38573896453bbbea7092936d2e107214daf43b1d4f \
+    --hash=sha256:42eefe2c3e2af97ed470eec850facbe1b5ad1d6eacdbadc42ec98e7dcf68b4b7 \
+    --hash=sha256:446abdd8b94b55c800ac34b102dffd2f6aa0ce643c55dfc017ad89347db3dbdb \
+    --hash=sha256:454e29e186285d2ebe65be34629fa0e8605202c60fbc7c4c650ccd41870896ef \
+    --hash=sha256:4efd7b5979ccb539c221a4c4e16aac1a533efc97f3b759bb5a5ac9f6d10383bf \
+    --hash=sha256:5559d03930d3aa0f3aacb4c42c776af1a2ace2611871c84a75afe436695e6245 \
+    --hash=sha256:5928604de9b032bc17f5099496417f113c45bc6bc21b5c6920caf34b3c428794 \
+    --hash=sha256:59415c6076b1e30e563eb732e23b994a61c159cec44deaf584e5cc1dd662f2af \
+    --hash=sha256:5a46bf7e831d09470ad92dff02b8b1ac92175ca36b087f904a0519857c6be3ff \
+    --hash=sha256:602b6740e95ffc55bfb078172d279de3773d7b7db1f703b2f1323566b878b90e \
+    --hash=sha256:61c8aa3bd513d87c72ed0b37b53dd5c5a0f58f2ff9f26e1555d3bd7948fb7296 \
+    --hash=sha256:67016ae8c8965124fdede9d3769528ad8284f14d635337ffa6a713a580f6c030 \
+    --hash=sha256:6bde749afe671dc44893f8d08e83bf475a1a14570d67c4bb5cec5573463c8833 \
+    --hash=sha256:6c15b7d74c939ebe620dd8e559384be806204d73b4f9356320632d783d1f7939 \
+    --hash=sha256:70a0dff9d1f8da25179ffcf880e10cf1aad55fdb63cd59c9a49a1b82290062aa \
+    --hash=sha256:70c5a7a9fea7f036b716191c29047374c10721c389c21e9ffafad04df8c52c90 \
+    --hash=sha256:7bc8813f88417599564fafa59fd6f95be417179f76b40325b500b3c98409757c \
+    --hash=sha256:80a0ff7d4abf5fecb995fcf235d4064b9a9a8a40a3ab80999e6ac1e30b702717 \
+    --hash=sha256:86f8136dfa5c116365a8a651a7d7484b65b13339731dd6faebb9a0242151c406 \
+    --hash=sha256:897c478140877e5307760b0ea66e0932738879e7aa68144d9b78ea4c8302a84a \
+    --hash=sha256:8b696e83c9f1532b4af884045ba7f3aa741a63b2bc22617293a2c6a7c645f251 \
+    --hash=sha256:8e22ab046fa7ede9e36eeb4cfad44d46450f37bb05d5ec482b02868f451c95e2 \
+    --hash=sha256:94fd7dc7d8cb0a54432f296f2246bc39474e017204ca6f4ff345941d4ed285a7 \
+    --hash=sha256:99e2cb7b9031568a2a5c73aa077180f93dd2e95b4f8d3b8e14a73ae94a9e667e \
+    --hash=sha256:9ade919fac6a3e7260b7f64cea89df6bec59104987cbea34d34a2fa15d74310b \
+    --hash=sha256:9fba231af7a933400238cb357ecccf8ab5d51535ea95d94fc35b7806218ff844 \
+    --hash=sha256:a465f0dceb8e13a487e54c07d04ae3ba131c7c5b95e2612596eafde1dccf64a9 \
+    --hash=sha256:a605409040f2da88676e9c9e5853b3449ba8011973616189ea5ee55ddbc5bc87 \
+    --hash=sha256:a668204fa43e6d02f89dbe79a30b0d67238d9ec4c5bd8a940fc3a004a47b721b \
+    --hash=sha256:a7787d353595c7c7e145e2331abf8b7ff1e6673a6b974ded96e6d4ec09f00c8c \
+    --hash=sha256:a8f6e7d30253714751aa0b0c84ae28948e852ee7fb0524082e6716769124bc23 \
+    --hash=sha256:ad09b984828d6b7bb52d1d1d0c9be68ad781fa004ca39216c8a1e63c0f34ba3c \
+    --hash=sha256:bafca952dc13907bdfdedfc6a5f579bf4f292bdd506fadb38389afa3ac5b208e \
+    --hash=sha256:be52a8fc79e45b0364210eef5234a7cf8d330836d0a64dfbb878efa903d84620 \
+    --hash=sha256:be5980f3ee0e6bd44f3a9e9dea01054f175b50c3e6cdb692bc9424c0bbb8bf69 \
+    --hash=sha256:c63eea553c69ab05b6747901b97d620bb2a690633c77f23feb0c6a947a8a7b8f \
+    --hash=sha256:d198d275222dc54244bf3327eb8cbe00307d220241d9cec4d306d49a44e85f68 \
+    --hash=sha256:d62ce1f483f355f61adb5433ebfd8868c5f078d1a52d042b0a998682b4fa8c27 \
+    --hash=sha256:d99ef64f349d5ec3293688e91486c5fdb925ed03807f64d98d205d2713c60b46 \
+    --hash=sha256:db6192777d943bdaaafb6ba66d44bf65aa0e9c5616fa1d2da9bb08828c6b39aa \
+    --hash=sha256:e23ce8d5f7aa6ea6d2a2b326b4ba46c985dbb204523759984430db7114f8aa00 \
+    --hash=sha256:e64c8d2f5e5d5fda7b842f55dec6133260ea8f53c4257d64494c534f306bf7a9 \
+    --hash=sha256:e69b39f8c0aa5ec24b57737ebee40be647035158f14ed4b40e6f150077e21a84 \
+    --hash=sha256:ea5405c46e690122a76531ab97a079e184c0daf491e588592d6a23d3e32af99e \
+    --hash=sha256:f2cb069d8b981abc72b41aea1c580ce92d57c673ec61af4c500153a626cb9e20 \
+    --hash=sha256:fac4be746328f90caa3cd4bc67e6fe36ca2bf61d5c6eb6d895b6527e3f05071e \
+    --hash=sha256:fffee09044073e69f2bad787071aeec727183e7580443dfeb8556cbf1978d162
+    # via blosc2
+ndindex==1.10.1 \
+    --hash=sha256:03cf1e6cdac876bd8fc92d3b65bb223496b1581d10eab3ba113f7c195121a959 \
+    --hash=sha256:046c1e88d46b2bd2fd3483e06d27b4e85132b55bc693f2fca2db0bb56eea1e78 \
+    --hash=sha256:08bfdc1f7a0b408d15b3ce61d141ebbebdb47a25341967e425e104c5bd512a5c \
+    --hash=sha256:092b92c07690292ec7c6b266c38d7e63d254ec8d913ed06f2a8e16103eb7861a \
+    --hash=sha256:0ad8e060b26568c4e67c7b1dc2bc64e28597afdaabd7d63f98f655bfe2daa644 \
+    --hash=sha256:0f6113c1f031248f8818cbee1aa92aa3c9472b7701debcce9fddebcd2f610f11 \
+    --hash=sha256:157b5c34a1b779f5d27b790d9bd7e7b156d284e76be83c591a3ba003984f4956 \
+    --hash=sha256:1827a40301405b44ad709e388c5b48cf35cd90a67f77e63f0f17d87f6000fa81 \
+    --hash=sha256:1ae21b06235cb0884e97cf672780c170449baa0314085595cfe751705fa352de \
+    --hash=sha256:23d35696f802548143b5cc199bf2f171efb0061aa7934959251dd3bae56d038c \
+    --hash=sha256:27385939f317b55773ea53f6bf9334810cf1d66206034c0a6a6f2a88f2001c3c \
+    --hash=sha256:27a7729a4d33df6b96f7d5edff281d2b987bbe6545031c5eb606b95c47694f54 \
+    --hash=sha256:28741daca5926adff402247cd406f453ed5bb6042e82d6855938f805190e5ce9 \
+    --hash=sha256:2d6442ecce9b395aade5e9f2431e169e01393953a069f6d2d53a63b6c94d1d06 \
+    --hash=sha256:3307817bdc92846b18f309fae3582856f567dd6e0742fb0b41ac68682bfc4e2a \
+    --hash=sha256:346a4bf09f5771548665c8206e81daadb6b9925d409746e709894bdd98adc701 \
+    --hash=sha256:37f87f0e7690ae0324334740e0661d6297f2e62c9bf925127d249fb7eddd0ad8 \
+    --hash=sha256:3b0d9ce2c8488444499ab6d40e92e09867bf4413f5cf04c01635de923f44aa67 \
+    --hash=sha256:3ce3bd0882572269ca09285112cf38ce84baa2aaa5891551af968ca7c18f84bb \
+    --hash=sha256:4cea15cff221e76abd12e3e940c26124184735cf421c229307f5db6742e14dd7 \
+    --hash=sha256:588e8875d836a93b3cd9af482c8074bb02288ae1aff92cf277e1f02d9ae0f992 \
+    --hash=sha256:59a3222befc0f7cdc85fb9b90a567ae890f70a864bdeb660517e9ebcb36bf1bc \
+    --hash=sha256:5c026dbbf2455d97ce6456d8a50b349aee8fefa11027d020638c89e9be2c9c4c \
+    --hash=sha256:5c3634a8df43e7928122225a3d64d850c8957bd1edf2e403907deacb478af27b \
+    --hash=sha256:6928e47fb008903f2e41309b7ff1e59b16abbcd59e2e945454571c28b2433c9e \
+    --hash=sha256:72af787dcee3661f36fff9d144d989aacefe32e2c8b51ceef9babd46afb93a18 \
+    --hash=sha256:752e78a5e87911ded117c57a7246596f26c9c6da066de3c2b533b3db694949bb \
+    --hash=sha256:777bb6fa1dc72527fb43744b8c1499ca86e8e110b238d7aad6a686489c23d3bd \
+    --hash=sha256:78bfe25941d2dac406391ddd9baf0b0fce163807b98ecc2c47a3030ee8466319 \
+    --hash=sha256:78ce45106ebf67aeba99714818c721d8fd5fb9534daebd2565665a2d64b50fc9 \
+    --hash=sha256:7da34a78410c14341d5fff73be5ce924bd36500bf7f640fc59b8607d3a0df95e \
+    --hash=sha256:8644c76e74c0fbbdaa54752de30b7c6b98b1e8f6c05f0c6228632a29c862d83f \
+    --hash=sha256:87f83e8c35a7f49a68cd3a3054c406e6c22f8c1315f3905f7a778c657669187e \
+    --hash=sha256:890bb92f0a779e6f16bdbcc8bd2e06c32bcc0239e5893ba246114eb924aecaaa \
+    --hash=sha256:8ff1558ddbfedcecd1f6ed7777530917ad08f9c253fcaa8b7152a7aa4ca0264f \
+    --hash=sha256:9599fcb7411ffe601c367f0a5d4bc0ed588e3e7d9dc7604bdb32c8f669456b9e \
+    --hash=sha256:967b87b88dadb62555ec1039695c347254eccb8ca3d124c0e5dbe084c525fa93 \
+    --hash=sha256:9b5297f207ebc068c7cdf9e3cd7b95aa5c9ec04295d0a7e56b529f66787d4685 \
+    --hash=sha256:9d581f931e61f182478f18bdf5edd3955899df5da4892ed0d5de547a4cfd5b6f \
+    --hash=sha256:9fdf3ca16efcdfbb8800aa88fbab1bc6528e6a0504bcb9cf7af4cb9d50e9f5d9 \
+    --hash=sha256:a91e1a0398120233d5c3b23ccb2d4b78e970d66136f1a7221fa9a53873c3d5c5 \
+    --hash=sha256:a9a211ec2198994cb3600cd46adb335a740f27e4d406b40d48ed7b98d2d2a89b \
+    --hash=sha256:ae73cd2d66b09ef2f2a7d7f93bad396d6abf168d1ee825e403c6c5fb8ae1341c \
+    --hash=sha256:bada24abee6bc6ca438b2e6b68a752fc9b58b67bdcb54008e2bc6330ecb0a777 \
+    --hash=sha256:bc236d1612714cbd80610cf25a6ef92584ff1402e9d5a5c50e926195716f7d22 \
+    --hash=sha256:c5e9762452b163e33cfb6e821f86e45ba0b53bdfcd23ab5d57b48a8f566898cb \
+    --hash=sha256:c65ca639a7abf72d79f22424f4abd18dece1f289a2b7b028a0ca455edd2168d4 \
+    --hash=sha256:c67dde588c0fb89d872931a4ed5f9b4d21c1c70a3d92fdf0812a1de154239816 \
+    --hash=sha256:c9dd58d91220b1c1fe516324bfcf4114566c98e84b1cbbe416abe345c75bd557 \
+    --hash=sha256:cb76e0f3f235d8b1c768b17e771de48775d281713795c3aa045e8114ad61bdda \
+    --hash=sha256:cdb86a4176f2ae23bd4bcd0401ca35d5dad2d1ed0d0dca1ff64480ebe41b75d9 \
+    --hash=sha256:cf5855881884b8467dfcf45764ccf2e4279075be14b155b89c96994bb08d2e6f \
+    --hash=sha256:cf80241b40adffdc3276b2c9fb63a96c6c98b4a9d941892738de8add65083962 \
+    --hash=sha256:cf9e05986b2eb8c5993bce0f911d6cedd15bda30b5e35dd354b1ad1f4cc3599d \
+    --hash=sha256:d0ebdba2fade3f6916fe21fd49e2a0935af4f58c56100a60f3f2eb26e20baee7 \
+    --hash=sha256:dc7ebdbd465d25f29a9cd7ba31c304172351fc85626835385bcb72807d309a9a \
+    --hash=sha256:e2ad917bcdf8dc5ba1e21f01054c991d26862d4d01c3c203a50e907096d558ac \
+    --hash=sha256:e69a2cb1ac7be955c3c77f1def83f410775a81525c9ce2d4c0a3f2a61589ed47 \
+    --hash=sha256:e81a9bd36fe054b6c9fcc53d26bc9a28cf15d1ab52a0f5b854f894116f3a54e1 \
+    --hash=sha256:e851990a68937db5f485cd9f3e760c1fd47fa0f2a99f63a5e2cc880908faf3bb \
+    --hash=sha256:ef3ef22390a892d16286505083ee5b326317b21c255a0c7f744b1290a0b964a6 \
+    --hash=sha256:f77c4fd3f34c53037678020ab4e060da4bbdcae3a428797c7cbec69a6785dc93 \
+    --hash=sha256:f99b3e89220da3244d03c9c5473669c7107d361c129fd9b064622744dee1ce15 \
+    --hash=sha256:fa60637dfae1ee3fc057e420a52cc4ace38cf2c0d1a0451af2a3cba84d281842 \
+    --hash=sha256:fe5341e24dc992b09c258456ac90a09a6d25efdc2cb86dcc91d32c8891e1df9a
+    # via blosc2
+networkx==3.6.1 \
+    --hash=sha256:26b7c357accc0c8cde558ad486283728b65b6a95d85ee1cd66bafab4c8168509 \
+    --hash=sha256:d47fbf302e7d9cbbb9e2555a0d267983d2aa476bac30e90dfbe5669bd57f3762
+    # via pyvis
+numexpr==2.14.1 \
+    --hash=sha256:03130afa04edf83a7b590d207444f05a00363c9b9ea5d81c0f53b1ea13fad55a \
+    --hash=sha256:05f9366d23a2e991fd5a8b5e61a17558f028ba86158a4552f8f239b005cdf83c \
+    --hash=sha256:06855053de7a3a8425429bd996e8ae3c50b57637ad3e757e0fa0602a7874be30 \
+    --hash=sha256:09078ba73cffe94745abfbcc2d81ab8b4b4e9d7bfbbde6cac2ee5dbf38eee222 \
+    --hash=sha256:0d1dcbdc4d0374c0d523cee2f94f06b001623cbc1fd163612841017a3495427c \
+    --hash=sha256:15015d47d3d1487072d58c0e7682ef2eb608321e14099c39d52e2dd689483611 \
+    --hash=sha256:1f1a5e817c534539351aa75d26088e9e1e0ef1b3a6ab484047618a652ccc4fc3 \
+    --hash=sha256:2773ee1133f77009a1fc2f34fe236f3d9823779f5f75450e183137d49f00499f \
+    --hash=sha256:2a381e5e919a745c9503bcefffc1c7f98c972c04ec58fc8e999ed1a929e01ba6 \
+    --hash=sha256:2d03fcb4644a12f70a14d74006f72662824da5b6128bf1bcd10cc3ed80e64c34 \
+    --hash=sha256:2eac7a5a2f70b3768c67056445d1ceb4ecd9b853c8eda9563823b551aeaa5082 \
+    --hash=sha256:33265294376e7e2ae4d264d75b798a915d2acf37b9dd2b9405e8b04f84d05cfc \
+    --hash=sha256:36f8d5c1bd1355df93b43d766790f9046cccfc1e32b7c6163f75bcde682cda07 \
+    --hash=sha256:3a2839efa25f3c8d4133252ea7342d8f81226c7c4dda81f97a57e090b9d87a48 \
+    --hash=sha256:439ec4d57b853792ebe5456e3160312281c3a7071ecac5532ded3278ede614de \
+    --hash=sha256:44f84e0e5af219dbb62a081606156420815890e041b87252fbcea5df55214c4c \
+    --hash=sha256:47041f2f7b9e69498fb311af672ba914a60e6e6d804011caacb17d66f639e659 \
+    --hash=sha256:4be00b1086c7b7a5c32e31558122b7b80243fe098579b170967da83f3152b48b \
+    --hash=sha256:538961096c2300ea44240209181e31fae82759d26b51713b589332b9f2a4117e \
+    --hash=sha256:557887ad7f5d3c2a40fd7310e50597045a68e66b20a77b3f44d7bc7608523b4b \
+    --hash=sha256:587c41509bc373dfb1fe6086ba55a73147297247bedb6d588cda69169fc412f2 \
+    --hash=sha256:5aedf38d4c0c19d3cecfe0334c3f4099fb496f54c146223d30fa930084bc8574 \
+    --hash=sha256:638dce8320f4a1483d5ca4fda69f60a70ed7e66be6e68bc23fb9f1a6b78a9e3b \
+    --hash=sha256:64ae5dfd62d74a3ef82fe0b37f80527247f3626171ad82025900f46ffca4b39a \
+    --hash=sha256:67ea4771029ce818573b1998f5ca416bd255156feea017841b86176a938f7d19 \
+    --hash=sha256:6e575fd3ad41ddf3355d0c7ef6bd0168619dc1779a98fe46693cad5e95d25e6e \
+    --hash=sha256:70d80fcb418a54ca208e9a38e58ddc425c07f66485176b261d9a67c7f2864f73 \
+    --hash=sha256:75440c54fc01e130396650fdf307aa9d41a67dc06ddbfb288971b591c13a395b \
+    --hash=sha256:76db0bc6267e591ab9c4df405ffb533598e4c88239db7338d11ae9e4b368a85a \
+    --hash=sha256:790447be6879a6c51b9545f79612d24c9ea0a41d537a84e15e6a8ddef0b6268e \
+    --hash=sha256:7e87f6d203ac57239de32261c941e9748f9309cbc0da6295eabd0c438b920d3a \
+    --hash=sha256:823cd82c8e7937981339f634e7a9c6a92cb2d0b9d0a5cf627a5e394fffc05377 \
+    --hash=sha256:83647d846d3eeeb9a9255311236135286728b398d0d41d35dedb532dca807fe9 \
+    --hash=sha256:91ebae0ab18c799b0e6b8c5a8d11e1fa3848eb4011271d99848b297468a39430 \
+    --hash=sha256:94c711f6d8f17dfb4606842b403699603aa591ab9f6bf23038b488ea9cfb0f09 \
+    --hash=sha256:955c92b064f9074d2970cf3138f5e3b965be673b82024962ed526f39bc25a920 \
+    --hash=sha256:9f9137f1351b310436662b5dc6f4082a245efa8950c3b0d9008028df92fefb9b \
+    --hash=sha256:9fdcd4735121658a313f878fd31136d1bfc6a5b913219e7274e9fca9f8dac3bb \
+    --hash=sha256:a40b350cd45b4446076fa11843fa32bbe07024747aeddf6d467290bf9011b392 \
+    --hash=sha256:a4ba71db47ea99c659d88ee6233fa77b6dc83392f1d324e0c90ddf617ae3f421 \
+    --hash=sha256:af111c8fe6fc55d15e4c7cab11920fc50740d913636d486545b080192cd0ad73 \
+    --hash=sha256:c5f1b1605695778896534dfc6e130d54a65cd52be7ed2cd0cfee3981fd676bf5 \
+    --hash=sha256:d08856cfc1b440eb1caaa60515235369654321995dd68eb9377577392020f6cb \
+    --hash=sha256:d0fab3fd06a04f6b86102552b26aa5d85e20ac7d8296c15764c726eeabae6cc8 \
+    --hash=sha256:d686dfb2c1382d9e6e0ee0b7647f943c1886dba3adbf606c625479f35f1956c1 \
+    --hash=sha256:db78fa0c9fcbaded3ae7453faf060bd7a18b0dc10299d7fcd02d9362be1213ed \
+    --hash=sha256:dce0b5a0447baa7b44bc218ec2d7dcd175b8eee6083605293349c0c1d9b82fb6 \
+    --hash=sha256:dd72d8c2a165fe45ea7650b16eb8cc1792a94a722022006bb97c86fe51fd2091 \
+    --hash=sha256:dde9fa47ed319e1e1728940a539df3cb78326b7754bc7c6ab3152afc91808f9b \
+    --hash=sha256:e23b87f744e04e302d82ac5e2189ae20a533566aec76a46885376e20b0645bf8 \
+    --hash=sha256:e9b2f957798c67a2428be96b04bce85439bed05efe78eb78e4c2ca43737578e7 \
+    --hash=sha256:ebe4980f9494b9f94d10d2e526edc29e72516698d3bf95670ba79415492212a4 \
+    --hash=sha256:ec368819502b64f190c3f71be14a304780b5935c42aae5bf22c27cc2cbba70b5 \
+    --hash=sha256:ede79f7ff06629f599081de644546ce7324f1581c09b0ac174da88a470d39c21 \
+    --hash=sha256:edea2f20c2040df8b54ee8ca8ebda63de9545b2112872466118e9df4d0ae99f3 \
+    --hash=sha256:eee6d4fbbbc368e6cdd0772734d6249128d957b3b8ad47a100789009f4de7083 \
+    --hash=sha256:fdd886f4b7dbaf167633ee396478f0d0aa58ea2f9e7ccc3c6431019623e8d68f
+    # via
+    #   blosc2
+    #   policyengine-core
+    #   tables
+numpy==2.4.4 \
+    --hash=sha256:07077278157d02f65c43b1b26a3886bce886f95d20aabd11f87932750dfb14ed \
+    --hash=sha256:08f2e31ed5e6f04b118e49821397f12767934cfdd12a1ce86a058f91e004ee50 \
+    --hash=sha256:0aec54fd785890ecca25a6003fd9a5aed47ad607bbac5cd64f836ad8666f4959 \
+    --hash=sha256:0d35aea54ad1d420c812bfa0385c71cd7cc5bcf7c65fed95fc2cd02fe8c79827 \
+    --hash=sha256:0d4e437e295f18ec29bc79daf55e8a47a9113df44d66f702f02a293d93a2d6dd \
+    --hash=sha256:0dfd3f9d3adbe2920b68b5cd3d51444e13a10792ec7154cd0a2f6e74d4ab3233 \
+    --hash=sha256:1378871da56ca8943c2ba674530924bb8ca40cd228358a3b5f302ad60cf875fc \
+    --hash=sha256:15716cfef24d3a9762e3acdf87e27f58dc823d1348f765bbea6bef8c639bfa1b \
+    --hash=sha256:19710a9ca9992d7174e9c52f643d4272dcd1558c5f7af7f6f8190f633bd651a7 \
+    --hash=sha256:23cbfd4c17357c81021f21540da84ee282b9c8fba38a03b7b9d09ba6b951421e \
+    --hash=sha256:2483e4584a1cb3092da4470b38866634bafb223cbcd551ee047633fd2584599a \
+    --hash=sha256:27a8d92cd10f1382a67d7cf4db7ce18341b66438bdd9f691d7b0e48d104c2a9d \
+    --hash=sha256:28a650663f7314afc3e6ec620f44f333c386aad9f6fc472030865dc0ebb26ee3 \
+    --hash=sha256:2aa0613a5177c264ff5921051a5719d20095ea586ca88cc802c5c218d1c67d3e \
+    --hash=sha256:2c194dd721e54ecad9ad387c1d35e63dce5c4450c6dc7dd5611283dda239aabb \
+    --hash=sha256:2d19e6e2095506d1736b7d80595e0f252d76b89f5e715c35e06e937679ea7d7a \
+    --hash=sha256:2d390634c5182175533585cc89f3608a4682ccb173cc9bb940b2881c8d6f8fa0 \
+    --hash=sha256:30caa73029a225b2d40d9fae193e008e24b2026b7ee1a867b7ee8d96ca1a448e \
+    --hash=sha256:42c16925aa5a02362f986765f9ebabf20de75cdefdca827d14315c568dcab113 \
+    --hash=sha256:45dbed2ab436a9e826e302fcdcbe9133f9b0006e5af7168afb8963a6520da103 \
+    --hash=sha256:4636de7fd195197b7535f231b5de9e4b36d2c440b6e566d2e4e4746e6af0ca93 \
+    --hash=sha256:4a19d9dba1a76618dd86b164d608566f393f8ec6ac7c44f0cc879011c45e65af \
+    --hash=sha256:4bbc7f303d125971f60ec0aaad5e12c62d0d2c925f0ab1273debd0e4ba37aba5 \
+    --hash=sha256:4d6d57903571f86180eb98f8f0c839fa9ebbfb031356d87f1361be91e433f5b7 \
+    --hash=sha256:4e874c976154687c1f71715b034739b45c7711bec81db01914770373d125e392 \
+    --hash=sha256:51fc224f7ca4d92656d5a5eb315f12eb5fe2c97a66249aa7b5f562528a3be38c \
+    --hash=sha256:58c8b5929fcb8287cbd6f0a3fae19c6e03a5c48402ae792962ac465224a629a4 \
+    --hash=sha256:5a285b3b96f951841799528cd1f4f01cd70e7e0204b4abebac9463eecfcf2a40 \
+    --hash=sha256:5c70f1cc1c4efbe316a572e2d8b9b9cc44e89b95f79ca3331553fbb63716e2bf \
+    --hash=sha256:62d6b0f03b694173f9fcb1fb317f7222fd0b0b103e784c6549f5e53a27718c44 \
+    --hash=sha256:6a246d5914aa1c820c9443ddcee9c02bec3e203b0c080349533fae17727dfd1b \
+    --hash=sha256:6aa3236c78803afbcb255045fbef97a9e25a1f6c9888357d205ddc42f4d6eba5 \
+    --hash=sha256:6bbe4eb67390b0a0265a2c25458f6b90a409d5d069f1041e6aff1e27e3d9a79e \
+    --hash=sha256:715d1c092715954784bc79e1174fc2a90093dc4dc84ea15eb14dad8abdcdeb74 \
+    --hash=sha256:72944b19f2324114e9dc86a159787333b77874143efcf89a5167ef83cfee8af0 \
+    --hash=sha256:81f4a14bee47aec54f883e0cad2d73986640c1590eb9bfaaba7ad17394481e6e \
+    --hash=sha256:846300f379b5b12cc769334464656bc882e0735d27d9726568bc932fdc49d5ec \
+    --hash=sha256:86b6f55f5a352b48d7fbfd2dbc3d5b780b2d79f4d3c121f33eb6efb22e9a2015 \
+    --hash=sha256:874f200b2a981c647340f841730fc3a2b54c9d940566a3c4149099591e2c4c3d \
+    --hash=sha256:8a87ec22c87be071b6bdbd27920b129b94f2fc964358ce38f3822635a3e2e03d \
+    --hash=sha256:8b3b60bb7cba2c8c81837661c488637eee696f59a877788a396d33150c35d842 \
+    --hash=sha256:8e3ed142f2728df44263aaf5fb1f5b0b99f4070c553a0d7f033be65338329150 \
+    --hash=sha256:93e15038125dc1e5345d9b5b68aa7f996ec33b98118d18c6ca0d0b7d6198b7e8 \
+    --hash=sha256:989824e9faf85f96ec9c7761cd8d29c531ad857bfa1daa930cba85baaecf1a9a \
+    --hash=sha256:99d838547ace2c4aace6c4f76e879ddfe02bb58a80c1549928477862b7a6d6ed \
+    --hash=sha256:9b2aec6af35c113b05695ebb5749a787acd63cafc83086a05771d1e1cd1e555f \
+    --hash=sha256:9c585a1790d5436a5374bac930dad6ed244c046ed91b2b2a3634eb2971d21008 \
+    --hash=sha256:a7164afb23be6e37ad90b2f10426149fd75aee07ca55653d2aa41e66c4ef697e \
+    --hash=sha256:ac6b31e35612a26483e20750126d30d0941f949426974cace8e6b5c58a3657b0 \
+    --hash=sha256:ad2e2ef14e0b04e544ea2fa0a36463f847f113d314aa02e5b402fdf910ef309e \
+    --hash=sha256:b268594bccac7d7cf5844c7732e3f20c50921d94e36d7ec9b79e9857694b1b2f \
+    --hash=sha256:b5f0362dc928a6ecd9db58868fca5e48485205e3855957bdedea308f8672ea4a \
+    --hash=sha256:ba1f4fc670ed79f876f70082eff4f9583c15fb9a4b89d6188412de4d18ae2f40 \
+    --hash=sha256:ba203255017337d39f89bdd58417f03c4426f12beed0440cfd933cb15f8669c7 \
+    --hash=sha256:c901b15172510173f5cb310eae652908340f8dede90fff9e3bf6c0d8dfd92f83 \
+    --hash=sha256:c9b39d38a9bd2ae1becd7eac1303d031c5c110ad31f2b319c6e7d98b135c934d \
+    --hash=sha256:d2a8490669bfe99a233298348acc2d824d496dee0e66e31b66a6022c2ad74a5c \
+    --hash=sha256:dddbbd259598d7240b18c9d87c56a9d2fb3b02fe266f49a7c101532e78c1d871 \
+    --hash=sha256:df3775294accfdd75f32c74ae39fcba920c9a378a2fc18a12b6820aa8c1fb502 \
+    --hash=sha256:e44319a2953c738205bf3354537979eaa3998ed673395b964c1176083dd46252 \
+    --hash=sha256:e4a010c27ff6f210ff4c6ef34394cd61470d01014439b192ec22552ee867f2a8 \
+    --hash=sha256:e823b8b6edc81e747526f70f71a9c0a07ac4e7ad13020aa736bb7c9d67196115 \
+    --hash=sha256:e892aff75639bbef0d2a2cfd55535510df26ff92f63c92cd84ef8d4ba5a5557f \
+    --hash=sha256:eea7ac5d2dce4189771cedb559c738a71512768210dc4e4753b107a2048b3d0e \
+    --hash=sha256:ef4059d6e5152fa1a39f888e344c73fdc926e1b2dd58c771d67b0acfbf2aa67d \
+    --hash=sha256:f169b9a863d34f5d11b8698ead99febeaa17a13ca044961aa8e2662a6c7766a0 \
+    --hash=sha256:f2cf083b324a467e1ab358c105f6cad5ea950f50524668a80c486ff1db24e119 \
+    --hash=sha256:f8474c4241bc18b750be2abea9d7a9ec84f46ef861dbacf86a4f6e043401f79e \
+    --hash=sha256:f983334aea213c99992053ede6168500e5f086ce74fbc4acc3f2b00f5762e9db \
+    --hash=sha256:f9e75681b59ddaa5e659898085ae0eaea229d054f2ac0c7e563a62205a700121 \
+    --hash=sha256:fbc356aae7adf9e6336d336b9c8111d390a05df88f1805573ebb0807bd06fd1d \
+    --hash=sha256:fcfe2045fd2e8f3cb0ce9d4ba6dba6333b8fa05bb8a4939c908cd43322d14c7e
+    # via
+    #   blosc2
+    #   h5py
+    #   microdf-python
+    #   numexpr
+    #   pandas
+    #   policyengine-core
+    #   tables
+packaging==26.2 \
+    --hash=sha256:5fc45236b9446107ff2415ce77c807cee2862cb6fac22b8a73826d0693b0980e \
+    --hash=sha256:ff452ff5a3e828ce110190feff1178bb1f2ea2281fa2075aadb987c2fb221661
+    # via
+    #   huggingface-hub
+    #   plotly
+    #   policyengine
+    #   pytest
+    #   tables
+    #   wheel
+pandas==3.0.2 \
+    --hash=sha256:01f31a546acd5574ef77fe199bc90b55527c225c20ccda6601cf6b0fd5ed597c \
+    --hash=sha256:0555c5882688a39317179ab4a0ed41d3ebc8812ab14c69364bbee8fb7a3f6288 \
+    --hash=sha256:07a10f5c36512eead51bc578eb3354ad17578b22c013d89a796ab5eee90cd991 \
+    --hash=sha256:08504503f7101300107ecdc8df73658e4347586db5cfdadabc1592e9d7e7a0fd \
+    --hash=sha256:0f48afd9bb13300ffb5a3316973324c787054ba6665cda0da3fbd67f451995db \
+    --hash=sha256:140f0cffb1fa2524e874dde5b477d9defe10780d8e9e220d259b2c0874c89d9d \
+    --hash=sha256:232a70ebb568c0c4d2db4584f338c1577d81e3af63292208d615907b698a0f18 \
+    --hash=sha256:32cc41f310ebd4a296d93515fcac312216adfedb1894e879303987b8f1e2b97d \
+    --hash=sha256:339dda302bd8369dedeae979cb750e484d549b563c3f54f3922cb8ff4978c5eb \
+    --hash=sha256:4544c7a54920de8eeacaa1466a6b7268ecfbc9bc64ab4dbb89c6bbe94d5e0660 \
+    --hash=sha256:4d888a5c678a419a5bb41a2a93818e8ed9fd3172246555c0b37b7cc27027effd \
+    --hash=sha256:5371b72c2d4d415d08765f32d689217a43227484e81b2305b52076e328f6f482 \
+    --hash=sha256:57a07209bebcbcf768d2d13c9b78b852f9a15978dac41b9e6421a81ad4cdd276 \
+    --hash=sha256:5880314e69e763d4c8b27937090de570f1fb8d027059a7ada3f7f8e98bdcb677 \
+    --hash=sha256:5d3cfe227c725b1f3dff4278b43d8c784656a42a9325b63af6b1492a8232209e \
+    --hash=sha256:5fdbfa05931071aba28b408e59226186b01eb5e92bea2ab78b65863ca3228d84 \
+    --hash=sha256:60a80bb4feacbef5e1447a3f82c33209c8b7e07f28d805cfd1fb951e5cb443aa \
+    --hash=sha256:61c2fd96d72b983a9891b2598f286befd4ad262161a609c92dc1652544b46b76 \
+    --hash=sha256:63d141b56ef686f7f0d714cfb8de4e320475b86bf4b620aa0b7da89af8cbdbbb \
+    --hash=sha256:6c4d8458b97a35717b62469a4ea0e85abd5ed8687277f5ccfc67f8a5126f8c53 \
+    --hash=sha256:710246ba0616e86891b58ab95f2495143bb2bc83ab6b06747c74216f583a6ac9 \
+    --hash=sha256:734be7551687c00fbd760dc0522ed974f82ad230d4a10f54bf51b80d44a08702 \
+    --hash=sha256:7cadd7e9a44ec13b621aec60f9150e744cfc7a3dd32924a7e2f45edff31823b0 \
+    --hash=sha256:81526c4afd31971f8b62671442a4b2b51e0aa9acc3819c9f0f12a28b6fcf85f1 \
+    --hash=sha256:970762605cff1ca0d3f71ed4f3a769ea8f85fc8e6348f6e110b8fea7e6eb5a14 \
+    --hash=sha256:a3096110bf9eac0070b7208465f2740e2d8a670d5cb6530b5bb884eca495fd39 \
+    --hash=sha256:a4785e1d6547d8427c5208b748ae2efb64659a21bd82bf440d4262d02bfa02a4 \
+    --hash=sha256:a727a73cbdba2f7458dc82449e2315899d5140b449015d822f515749a46cbbe0 \
+    --hash=sha256:ae37e833ff4fed0ba352f6bdd8b73ba3ab3256a85e54edfd1ab51ae40cca0af8 \
+    --hash=sha256:aff4e6f4d722e0652707d7bcb190c445fe58428500c6d16005b02401764b1b3d \
+    --hash=sha256:b35d14bb5d8285d9494fe93815a9e9307c0876e10f1e8e89ac5b88f728ec8dcf \
+    --hash=sha256:b444dc64c079e84df91baa8bf613d58405645461cabca929d9178f2cd392398d \
+    --hash=sha256:b5329e26898896f06035241a626d7c335daa479b9bbc82be7c2742d048e41172 \
+    --hash=sha256:b5918ba197c951dec132b0c5929a00c0bf05d5942f590d3c10a807f6e15a57d3 \
+    --hash=sha256:b75c347eff42497452116ce05ef461822d97ce5b9ff8df6edacb8076092c855d \
+    --hash=sha256:c3b723df9087a9a9a840e263ebd9f88b64a12075d1bf2ea401a5a42f254f084d \
+    --hash=sha256:c934008c733b8bbea273ea308b73b3156f0181e5b72960790b09c18a2794fe1e \
+    --hash=sha256:d1478075142e83a5571782ad007fb201ed074bdeac7ebcc8890c71442e96adf7 \
+    --hash=sha256:d606a041c89c0a474a4702d532ab7e73a14fe35c8d427b972a625c8e46373668 \
+    --hash=sha256:db0dbfd2a6cdf3770aa60464d50333d8f3d9165b2f2671bcc299b72de5a6677b \
+    --hash=sha256:dbbd4aa20ca51e63b53bbde6a0fa4254b1aaabb74d2f542df7a7959feb1d760c \
+    --hash=sha256:dbc20dea3b9e27d0e66d74c42b2d0c1bed9c2ffe92adea33633e3bedeb5ac235 \
+    --hash=sha256:deeca1b5a931fdf0c2212c8a659ade6d3b1edc21f0914ce71ef24456ca7a6535 \
+    --hash=sha256:ed72cb3f45190874eb579c64fa92d9df74e98fd63e2be7f62bce5ace0ade61df \
+    --hash=sha256:ef8b27695c3d3dc78403c9a7d5e59a62d5464a7e1123b4e0042763f7104dc74f \
+    --hash=sha256:f12b1a9e332c01e09510586f8ca9b108fd631fd656af82e452d7315ef6df5f9f \
+    --hash=sha256:f4753e73e34c8d83221ba58f232433fca2748be8b18dbca02d242ed153945043 \
+    --hash=sha256:f8d68083e49e16b84734eb1a4dcae4259a75c90fb6e2251ab9a00b61120c06ab
+    # via
+    #   microdf-python
+    #   policyengine
+    #   policyengine-core
+parso==0.8.7 \
+    --hash=sha256:a8926eb2a1b915486941fdbd31e86a4baf88fe8c210f25f2f35ecec5b574ca1c \
+    --hash=sha256:eaaac4c9fdd5e9e8852dc778d2d7405897ec510f2a298071453e5e3a07914bb1
+    # via jedi
+pexpect==4.9.0 ; sys_platform != 'emscripten' and sys_platform != 'win32' \
+    --hash=sha256:7236d1e080e4936be2dc3e326cec0af72acf9212a7e1d060210e70a47e253523 \
+    --hash=sha256:ee7d41123f3c9911050ea2c2dac107568dc43b2d3b0c7557a33212c398ead30f
+    # via ipython
+plotly==5.24.1 \
+    --hash=sha256:dbc8ac8339d248a4bcc36e08a5659bacfe1b079390b8953533f4eb22169b4bae \
+    --hash=sha256:f67073a1e637eb0dc3e46324d9d51e2fe76e9727c892dde64ddf1e1b51f29089
+    # via policyengine-core
+pluggy==1.6.0 \
+    --hash=sha256:7dcc130b76258d33b90f61b658791dede3486c3e6bfb003ee5c9bfb396dd22f3 \
+    --hash=sha256:e920276dd6813095e9377c0bc5566d94c932c33b27a3e3945d8389c374dd4746
+    # via pytest
+policyengine==4.4.2 \
+    --hash=sha256:403303224e94665521f7d648a54918df8f28c56b97a83d29799d66cfd92bb7a2 \
+    --hash=sha256:8f3273f1908352b24b0958527899d2444ade515b7e5cf94c1fb7b798604099c2
+    # via -r /var/folders/qf/7fglpnr94wsc5xgbqkp80xbw0000gn/T/tmp4ria5xcy/requirements.in
+policyengine-core==3.26.1 \
+    --hash=sha256:185374b3c1fe13dc951637c49a9853211ca61a8a9971eb9cc4c4b07b1477240a \
+    --hash=sha256:dc4e3007bcd137cbe608042d067cedb889a9b8671db3d08c8e237f1ac3e324b4
+    # via
+    #   -r /var/folders/qf/7fglpnr94wsc5xgbqkp80xbw0000gn/T/tmp4ria5xcy/requirements.in
+    #   policyengine-uk
+policyengine-uk==2.88.14 \
+    --hash=sha256:21a4387ae52dcb5430b6d790edcc321816ed47147a3a0e21ffd482a36834d352 \
+    --hash=sha256:ed10005ba7d0c973c0966ebbf7672853fb3caaa0456b8bf485fb13f8c323d975
+    # via -r /var/folders/qf/7fglpnr94wsc5xgbqkp80xbw0000gn/T/tmp4ria5xcy/requirements.in
+prompt-toolkit==3.0.52 \
+    --hash=sha256:28cde192929c8e7321de85de1ddbe736f1375148b02f2e17edd840042b1be855 \
+    --hash=sha256:9aac639a3bbd33284347de5ad8d68ecc044b91a762dc39b7c21095fcd6a19955
+    # via ipython
+psutil==6.1.1 \
+    --hash=sha256:018aeae2af92d943fdf1da6b58665124897cfc94faa2ca92098838f83e1b1bca \
+    --hash=sha256:0bdd4eab935276290ad3cb718e9809412895ca6b5b334f5a9111ee6d9aff9377 \
+    --hash=sha256:1924e659d6c19c647e763e78670a05dbb7feaf44a0e9c94bf9e14dfc6ba50468 \
+    --hash=sha256:33431e84fee02bc84ea36d9e2c4a6d395d479c9dd9bba2376c1f6ee8f3a4e0b3 \
+    --hash=sha256:384636b1a64b47814437d1173be1427a7c83681b17a450bfc309a1953e329603 \
+    --hash=sha256:6d4281f5bbca041e2292be3380ec56a9413b790579b8e593b1784499d0005dac \
+    --hash=sha256:8be07491f6ebe1a693f17d4f11e69d0dc1811fa082736500f649f79df7735303 \
+    --hash=sha256:8df0178ba8a9e5bc84fed9cfa61d54601b371fbec5c8eebad27575f1e105c0d4 \
+    --hash=sha256:97f7cb9921fbec4904f522d972f0c0e1f4fabbdd4e0287813b21215074a0f160 \
+    --hash=sha256:9ccc4316f24409159897799b83004cb1e24f9819b0dcf9c0b68bdcb6cefee6a8 \
+    --hash=sha256:b6e06c20c05fe95a3d7302d74e7097756d4ba1247975ad6905441ae1b5b66003 \
+    --hash=sha256:c777eb75bb33c47377c9af68f30e9f11bc78e0f07fbf907be4a5d70b2fe5f030 \
+    --hash=sha256:ca9609c77ea3b8481ab005da74ed894035936223422dc591d6772b147421f777 \
+    --hash=sha256:cf8496728c18f2d0b45198f06895be52f36611711746b7f30c464b422b50e2f5 \
+    --hash=sha256:eaa912e0b11848c4d9279a93d7e2783df352b082f40111e078388701fd479e53 \
+    --hash=sha256:f35cfccb065fff93529d2afb4a2e89e363fe63ca1e4a5da22b603a85833c2649 \
+    --hash=sha256:fc0ed7fe2231a444fc219b9c42d0376e0a9a1a72f16c5cfa0f68d19f1a0663e8
+    # via
+    #   policyengine
+    #   policyengine-core
+ptyprocess==0.7.0 ; sys_platform != 'emscripten' and sys_platform != 'win32' \
+    --hash=sha256:4b41f3967fce3af57cc7e94b888626c18bf37a083e3651ca8feeb66d492fef35 \
+    --hash=sha256:5c5d0a3b48ceee0b48485e0c26037c0acd7d29765ca3fbb5cb3831d347423220
+    # via pexpect
+pure-eval==0.2.3 \
+    --hash=sha256:1db8e35b67b3d218d818ae653e27f06c3aa420901fa7b081ca98cbedc874e0d0 \
+    --hash=sha256:5f4e983f40564c576c7c8635ae88db5956bb2229d7e9237d03b3c0b0190eaf42
+    # via stack-data
+py-cpuinfo==9.0.0 \
+    --hash=sha256:3cdbbf3fac90dc6f118bfd64384f309edeadd902d7c8fb17f02ffa1fc3f49690 \
+    --hash=sha256:859625bc251f64e21f077d099d4162689c762b5d6a4c3c97553d56241c9674d5
+    # via tables
+pydantic==2.13.4 \
+    --hash=sha256:45a282cde31d808236fd7ea9d919b128653c8b38b393d1c4ab335c62924d9aba \
+    --hash=sha256:c40756b57adaa8b1efeeced5c196f3f3b7c435f90e84ea7f443901bec8099ef6
+    # via
+    #   blosc2
+    #   policyengine
+    #   policyengine-uk
+pydantic-core==2.46.4 \
+    --hash=sha256:00c603d540afdd6b80eb39f078f33ebd46211f02f33e34a32d9f053bba711de0 \
+    --hash=sha256:0186750b482eefa11d7f435892b09c5c606193ef3375bcf94aa00ae6bfb66262 \
+    --hash=sha256:041bde0a48fd37cf71cab1c9d56d3e8625a3793fef1f7dd232b3ff37e978ecda \
+    --hash=sha256:0c563b08bca408dc7f65f700633d8442fffb2421fc47b8101377e9fd65051ff0 \
+    --hash=sha256:0cbe8b01f948de4286c74cdd6c667aceb38f5c1e26f0693b3983d9d74887c65e \
+    --hash=sha256:0ce40cd7b21210e99342afafbd4d0f76d784eb5b1d60f3bdc566be4983c6c73b \
+    --hash=sha256:0e96592440881c74a213e5ad528e2b24d3d4f940de2766bed9010ab1d9e51594 \
+    --hash=sha256:10e17cbb10a330363733efc4d7c4d0dd827ac0909b8f6a6542298fed1ea62f29 \
+    --hash=sha256:133878133d271ade3d41d1bfb2a45ec38dbdbda40bc065921c6b04e4630127e2 \
+    --hash=sha256:14d4edf427bdcf950a8a02d7cb44a08614388dd6e1bdcbf4f67504fa7887da9c \
+    --hash=sha256:14f4c5d6db102bd796a627bbb3a17b4cf4574b9ae861d8b7c9a9661c6dd3362d \
+    --hash=sha256:17299feefe090f2caa5b8e37222bb5f663e4935a8bfa6931d4102e5df1a9f398 \
+    --hash=sha256:184c081504d17f1c1066e430e117142b2c77d9448a97f7b65c6ac9fd9aee238d \
+    --hash=sha256:18e5ceec2ab67e6d5f1a9085e5a24c9c4e2ac4545730bfe668680bca05e555f3 \
+    --hash=sha256:19e51f073cd3df251856a8a4189fbdf1de4012c3ebacfb1884f94f1eb406079f \
+    --hash=sha256:1a7dd0b3ee80d90150e3495a3a13ac34dbcbfd4f012996a6a1d8900e91b5c0fb \
+    --hash=sha256:1d8ba486450b14f3b1d63bc521d410ec7565e52f887b9fb671791886436a42f7 \
+    --hash=sha256:2108ba5c1c1eca18030634489dc544844144ee36357f2f9f780b93e7ddbb44b5 \
+    --hash=sha256:228ee9bae8bef5b1e97ec58302f80357c37199e0d0a99174e138d28e6957b9d9 \
+    --hash=sha256:23ace664830ee0bfe014a0c7bc248b1f7f25ed7ad103852c317624a1083af462 \
+    --hash=sha256:2412e734dcb48da14d4e4006b82b46b74f2518b8a26ee7e58c6844a6cd6d03c4 \
+    --hash=sha256:29c61fc04a3d840155ff08e475a04809278972fe6aef51e2720554e96367e34b \
+    --hash=sha256:2f84c03c8607173d16b5a854ec68a2f9079ae03237a54fb506d13af47e1d018d \
+    --hash=sha256:3009f12e4e90b7f88b4f9adb1b0c4a3d58fe7820f3238c190047209d148026df \
+    --hash=sha256:3245406455a5d98187ec35530fd772b1d799b26667980872c8d4614991e2c4a2 \
+    --hash=sha256:3447661d99f75a3683a4cf5c87da72f2161964611864dbbeac7fbb118bb4bfc0 \
+    --hash=sha256:372429a130e469c9cd698925ce5fc50940b7a1336b0d82038e63d5bbc4edc519 \
+    --hash=sha256:395aebd9183f9d112f569aeb5b2214d1a10a33bec8456447f7fbdfa51d38d4cd \
+    --hash=sha256:3a233125ac121aa3ffba9a2b59edfc4a985a76092dc8279586ab4b71390875e7 \
+    --hash=sha256:3be77f45df024d789a672ae34f8b06fb346c4f9f46ea714956660ea4862e89ac \
+    --hash=sha256:3bf92c5d0e00fefaab325a4d27828fe6b6e2a21848686b5b60d2d9eeb09d76c6 \
+    --hash=sha256:3ecbc122d18468d06ca279dc26a8c2e2d5acb10943bb35e36ae92096dc3b5565 \
+    --hash=sha256:3fb702cd90b0446a3a1c5e470bfa0dd23c0233b676a9099ddcc964fa6ca13898 \
+    --hash=sha256:428e04521a40150c85216fc8b85e8d39fece235a9cf5e383761238c7fa9b96fb \
+    --hash=sha256:432c179df7874eeb73307aad2df0755e1ae0efa61ff0ea89b93e194411ae3928 \
+    --hash=sha256:4a05d69cba51d852c5c3e92758653245a50c0b646ced0cf05bd793ed592839d6 \
+    --hash=sha256:4c63ebc82684aa89d9a3bcbd13d515b3be44250dc68dd3bd81526c1cb31286c3 \
+    --hash=sha256:4fc73cb559bdb54b1134a706a2802a4cddd27a0633f5abb7e53056268751ac6a \
+    --hash=sha256:4fcbe087dbc2068af7eda3aa87634eba216dbda64d1ae73c8684b621d33f6596 \
+    --hash=sha256:56cb4851bcaf3d117eddcef4fe66afd750a50274b0da8e22be256d10e5611987 \
+    --hash=sha256:5855698a4856556d86e8e6cd8434bc3ac0314ee8e12089ae0e143f64c6256e4e \
+    --hash=sha256:5a4330cdbc57162e4b3aa303f588ba752257694c9c9be3e7ebb11b4aca659b5d \
+    --hash=sha256:5b712b53160b79a5850310b912a5ef8e57e56947c8ad690c227f5c9d7e561712 \
+    --hash=sha256:5d5902252db0d3cedf8d4a1bc68f70eeb430f7e4c7104c8c476753519b423008 \
+    --hash=sha256:617d7e2ca7dcb8c5cf6bcb8c59b8832c94b36196bbf1cbd1bfb56ed341905edd \
+    --hash=sha256:62f875393d7f270851f20523dd2e29f082bcc82292d66db2b64ea71f64b6e1c1 \
+    --hash=sha256:633147d34cf4550417f12e2b1a0383973bdf5cdfde212cb09e9a581cf10820be \
+    --hash=sha256:66ce7632c22d837c95301830e111ad0128a32b8207533b60896a96c4915192ea \
+    --hash=sha256:6b3ace8194b0e5204818c92802dcdca7fc6d88aabbb799d7c795540d9cd6d292 \
+    --hash=sha256:6f2eeda33a839975441c86a4119e1383c50b47faf0cbb5176985565c6bb02c33 \
+    --hash=sha256:7027560ee92211647d0d34e3f7cd6f50da56399d26a9c8ad0da286d3869a53f3 \
+    --hash=sha256:7283d57845ecf5a163403eb0702dfc220cc4fbdd18919cb5ccea4f95ee1cdab4 \
+    --hash=sha256:7a5f930472650a82629163023e630d160863fce524c616f4e5186e5de9d9a49b \
+    --hash=sha256:7bfb192b3f4b9e8a89b6277b6ce787564f62cfd272055f6e685726b111dc7826 \
+    --hash=sha256:811ff8e9c313ab425368bcbb36e5c4ebd7108c2bbf4e4089cfbb0b01eff63fac \
+    --hash=sha256:8233f2947cf85404441fd7e0085f53b10c93e0ee78611099b5c7237e36aacbf7 \
+    --hash=sha256:82cf5301172168103724d49a1444d3378cb20cdee30b116a1bd6031236298a5d \
+    --hash=sha256:8358a950c8909158e3df31538a7e4edc2d7265a7c54b47f0864d9e5bae9dcebf \
+    --hash=sha256:85bb3611ff1802f3ee7fdd7dbff26b56f343fb432d57a4728fdd49b6ef35e2f4 \
+    --hash=sha256:86e1a4418c6cd97d60c95c71164158eaf7324fae7b0923264016baa993eba6fc \
+    --hash=sha256:8b9bab013d1c7a79d3501ff86d0bc9c31bf587db4551677b96bec07df78c6b15 \
+    --hash=sha256:8c5dac79fa1614d1e06ca695109c6105923bd9c7d1d6c918d4e637b7e6b32fd3 \
+    --hash=sha256:8d0820e8192167f80d88d64038e609c31452eeca865b4e1d9950a27a4609b00b \
+    --hash=sha256:8daafc69c93ee8a0204506a3b6b30f586ef54028f52aeeeb5c4cfc5184fd5914 \
+    --hash=sha256:9037063db01f09b09e237c282b6792bd4da634b5402c4e7f0c61effed7701a04 \
+    --hash=sha256:905a0ed8ea6f2d61c1738835f99b699348d7857379083e5fc497fa0c967a407c \
+    --hash=sha256:90884113d8b48f760e9587002789ddd741e76ab9f89518cd1e43b1f1a52ec44b \
+    --hash=sha256:91a06d2e259ecfbd8c901d70c3c507900458498142b3026a296b7de4d1322cc9 \
+    --hash=sha256:926c9541b14b12b1681dca8a0b75feb510b06c6341b70a8e500c2fdcff837cce \
+    --hash=sha256:9401557acd873c3a7f3eb9383edef8ac4968f9510e340f4808d427e75667e7b4 \
+    --hash=sha256:9551187363ffc0de2a00b2e47c25aeaeb1020b69b668762966df15fc5659dd5a \
+    --hash=sha256:962ccbab7b642487b1d8b7df90ef677e03134cf1fd8880bf698649b22a69371f \
+    --hash=sha256:97e7cf2be5c77b7d1a9713a05605d49460d02c6078d38d8bef3cbe323c548424 \
+    --hash=sha256:9aa768456404a8bf48a4406685ac2bec8e72b62c69313734fa3b73cf33b3a894 \
+    --hash=sha256:9bc519fbf2b7578398853d815009ae5e4d4603d12f4e3f91da8c06852d3da3e9 \
+    --hash=sha256:9d56801be94b86a9da183e5f3766e6310752b99ff647e38b09a9500d88e46e76 \
+    --hash=sha256:9f444c499b3eefd3a92e348059471ea0c3a6e303d9c1cec09fa748fd9f895201 \
+    --hash=sha256:9fa8ae11da9e2b3126c6426f147e0fba88d96d65921799bb30c6abd1cb2c97fb \
+    --hash=sha256:a0f62d0a58f4e7da165457e995725421e0064f2255d8eccebc49f41bbc23b109 \
+    --hash=sha256:a396dcc17e5a0b164dbe026896245a4fa9ff402edca1dff0be3d53a517f74de4 \
+    --hash=sha256:aaa2a54443eff1950ba5ddc6b6ccda0d9c84a364276a62f969bdf2a390650848 \
+    --hash=sha256:ad785e92e6dc634c21555edc8bd6b64957ab844541bcb96a1366c202951ae526 \
+    --hash=sha256:af8244b2bef6aaad6d92cda81372de7f8c8d36c9f0c3ea36e827c60e7d9467a0 \
+    --hash=sha256:b078afbc25f3a1436c7a1d2cd3e322497ee99615ba97c563566fdf46aff1ee01 \
+    --hash=sha256:b2f69dec1725e79a012d920df1707de5caf7ed5e08f3be4435e25803efc47458 \
+    --hash=sha256:b8458003118a712e66286df6a707db01c52c0f52f7db8e4a38f0da1d3b94fc4e \
+    --hash=sha256:bb63e0198ca18aad131c089b9204c23079c3afa95487e561f4c522d519e55aba \
+    --hash=sha256:bfec22eab3c8cc2ceec0248aec886624116dc079afa027ecc8ad4a7e62010f8a \
+    --hash=sha256:c1747f85cee84c26985853c6f3d9bd3e75da5212912443fa111c113b9c246f39 \
+    --hash=sha256:c1b3f518abeca3aa13c712fd202306e145abf59a18b094a6bafb2d2bbf59192c \
+    --hash=sha256:c50f2528cf200c5eed56faf3f4e22fcd5f38c157a8b78576e6ba3168ec35f000 \
+    --hash=sha256:c68fcd102d71ea85c5b2dfac3f4f8476eff42a9e078fd5faefff6d145063536b \
+    --hash=sha256:c7a7bd4e39e8e4c12c39cd480356842b6a8a06e41b23a55a5e3e191718838ddf \
+    --hash=sha256:c94f0688e7b8d0a67abf40e57a7eaaecd17cc9586706a31b76c031f63df052b4 \
+    --hash=sha256:cbaf13819775b7f769bf4a1f066cb6df7a28d4480081a589828ef190226881cd \
+    --hash=sha256:cd2213145bcc2ba85884d0ac63d222fece9209678f77b9b4d76f054c561adb28 \
+    --hash=sha256:ce5c1d2a8b27468f433ca974829c44060b8097eedc39933e3c206a90ee49c4a9 \
+    --hash=sha256:d396ec2b979760aaf3218e76c24e65bd0aca24983298653b3a9d7a45f9e47b30 \
+    --hash=sha256:d51026d73fcfd93610abc7b27789c26b313920fcfb20e27462d74a7f8b06e983 \
+    --hash=sha256:d80ee3d731373b24cebbc10d689ca4ee1875caf0d5703a245db18efd4dd37fc1 \
+    --hash=sha256:d995260fdf4e1db774581b4900e0f832abe3c7c84996726bbc161b19c8f29e76 \
+    --hash=sha256:da4b951fe36dc7c3a1ccb4e3cd1747c3542b8c9ceede8fc86cae054e764485f5 \
+    --hash=sha256:daa27d92c36f24388fe3ad306b174781c747627f134452e4f128ea00ce1fe8c4 \
+    --hash=sha256:db06ffe51636ffe9ca531fe9023dd64bdd794be8754cb5df57c5498ae5b518a7 \
+    --hash=sha256:e0d65b8c354be7fb5f720c3caa8bc940bc2d20ce749c8e06135f07f8ed95dd7c \
+    --hash=sha256:e68b7a074f65a2fd746c52a7ce6142ab7006074ac269ace0c25cd8ba171f8066 \
+    --hash=sha256:e739fee756ba1010f8bcccb534252e85a35fe45ae92c295a06059ce58b74ccd3 \
+    --hash=sha256:e846ae7835bf0703ae43f534ab79a867146dadd59dc9ca5c8b53d5c8f7c9ef02 \
+    --hash=sha256:e9c26f834c65f5752f3f06cb08cb86a913ceb7274d0db6e267808a708b46bc89 \
+    --hash=sha256:ea793e075b70290d89d8142074262885d3f7da19634845135751bd6344f73b50 \
+    --hash=sha256:f027324c56cd5406ca49c124b0db10e56c69064fec039acc571c29020cc87c76 \
+    --hash=sha256:f13a646d65d09fbf1bc6b3a9635d30095c8e7e5cc419ff35ecc563c5fd04cd49 \
+    --hash=sha256:f47286a97f0bc9b8859519809077b91b2cefe4ae47fcbf5e466a009c1c5d742b \
+    --hash=sha256:f747929cf940cddb5b3668a390056ddd5ba2e5010615ea2dcf4f9c4f3ab8791d \
+    --hash=sha256:f99626688942fb746e545232e7726926f3be91b5975f8b55327665fafda991c7 \
+    --hash=sha256:f9fa868638bf362d3d138ea55829cefb3d5f4b0d7f142234382a15e2485dbec4 \
+    --hash=sha256:fbdb89b3e1c94a30cc5edfce477c6e6a5dc4d8f84665b455c27582f211a1c72c \
+    --hash=sha256:fc010ab034c8c7452522748bf937df58020d256ccae0874463d1f4d01758af8e \
+    --hash=sha256:fc3e9034a63de20e15e8ade85358bc6efc614008cab72898b4b4952bea0509ff \
+    --hash=sha256:fd8b3d9fd264be37976686c7f65cd52a83f5e84f4bfd2adf9c1d469676bbb6ae
+    # via pydantic
+pygments==2.20.0 \
+    --hash=sha256:6757cd03768053ff99f3039c1a36d6c0aa0b263438fcab17520b30a303a82b5f \
+    --hash=sha256:81a9e26dd42fd28a23a2d169d86d7ac03b46e2f8b59ed4698fb4785f946d0176
+    # via
+    #   ipython
+    #   pytest
+    #   rich
+pytest==8.4.2 \
+    --hash=sha256:86c0d0b93306b961d58d62a4db4879f27fe25513d4b969df351abdddb3c30e01 \
+    --hash=sha256:872f880de3fc3a5bdc88a11b39c9710c3497a547cfa9320bc3c5e62fbf272e79
+    # via policyengine-core
+python-dateutil==2.9.0.post0 \
+    --hash=sha256:37dd54208da7e1cd875388217d5e00ebd4179249f90fb72437e91a35459a0ad3 \
+    --hash=sha256:a8b2bc7bffae282281c8140a97d3aa9c14da0b136dfe83f850eea9a5f7470427
+    # via pandas
+pyvis==0.3.2 \
+    --hash=sha256:5720c4ca8161dc5d9ab352015723abb7a8bb8fb443edeb07f7a322db34a97555
+    # via policyengine-core
+pyyaml==6.0.3 \
+    --hash=sha256:00c4bdeba853cc34e7dd471f16b4114f4162dc03e6b7afcc2128711f0eca823c \
+    --hash=sha256:0150219816b6a1fa26fb4699fb7daa9caf09eb1999f3b70fb6e786805e80375a \
+    --hash=sha256:02893d100e99e03eda1c8fd5c441d8c60103fd175728e23e431db1b589cf5ab3 \
+    --hash=sha256:02ea2dfa234451bbb8772601d7b8e426c2bfa197136796224e50e35a78777956 \
+    --hash=sha256:0f29edc409a6392443abf94b9cf89ce99889a1dd5376d94316ae5145dfedd5d6 \
+    --hash=sha256:10892704fc220243f5305762e276552a0395f7beb4dbf9b14ec8fd43b57f126c \
+    --hash=sha256:16249ee61e95f858e83976573de0f5b2893b3677ba71c9dd36b9cf8be9ac6d65 \
+    --hash=sha256:1d37d57ad971609cf3c53ba6a7e365e40660e3be0e5175fa9f2365a379d6095a \
+    --hash=sha256:1ebe39cb5fc479422b83de611d14e2c0d3bb2a18bbcb01f229ab3cfbd8fee7a0 \
+    --hash=sha256:214ed4befebe12df36bcc8bc2b64b396ca31be9304b8f59e25c11cf94a4c033b \
+    --hash=sha256:2283a07e2c21a2aa78d9c4442724ec1eb15f5e42a723b99cb3d822d48f5f7ad1 \
+    --hash=sha256:22ba7cfcad58ef3ecddc7ed1db3409af68d023b7f940da23c6c2a1890976eda6 \
+    --hash=sha256:27c0abcb4a5dac13684a37f76e701e054692a9b2d3064b70f5e4eb54810553d7 \
+    --hash=sha256:28c8d926f98f432f88adc23edf2e6d4921ac26fb084b028c733d01868d19007e \
+    --hash=sha256:2e71d11abed7344e42a8849600193d15b6def118602c4c176f748e4583246007 \
+    --hash=sha256:34d5fcd24b8445fadc33f9cf348c1047101756fd760b4dacb5c3e99755703310 \
+    --hash=sha256:37503bfbfc9d2c40b344d06b2199cf0e96e97957ab1c1b546fd4f87e53e5d3e4 \
+    --hash=sha256:3c5677e12444c15717b902a5798264fa7909e41153cdf9ef7ad571b704a63dd9 \
+    --hash=sha256:3ff07ec89bae51176c0549bc4c63aa6202991da2d9a6129d7aef7f1407d3f295 \
+    --hash=sha256:41715c910c881bc081f1e8872880d3c650acf13dfa8214bad49ed4cede7c34ea \
+    --hash=sha256:418cf3f2111bc80e0933b2cd8cd04f286338bb88bdc7bc8e6dd775ebde60b5e0 \
+    --hash=sha256:44edc647873928551a01e7a563d7452ccdebee747728c1080d881d68af7b997e \
+    --hash=sha256:4a2e8cebe2ff6ab7d1050ecd59c25d4c8bd7e6f400f5f82b96557ac0abafd0ac \
+    --hash=sha256:4ad1906908f2f5ae4e5a8ddfce73c320c2a1429ec52eafd27138b7f1cbe341c9 \
+    --hash=sha256:501a031947e3a9025ed4405a168e6ef5ae3126c59f90ce0cd6f2bfc477be31b7 \
+    --hash=sha256:5190d403f121660ce8d1d2c1bb2ef1bd05b5f68533fc5c2ea899bd15f4399b35 \
+    --hash=sha256:5498cd1645aa724a7c71c8f378eb29ebe23da2fc0d7a08071d89469bf1d2defb \
+    --hash=sha256:5cf4e27da7e3fbed4d6c3d8e797387aaad68102272f8f9752883bc32d61cb87b \
+    --hash=sha256:5e0b74767e5f8c593e8c9b5912019159ed0533c70051e9cce3e8b6aa699fcd69 \
+    --hash=sha256:5ed875a24292240029e4483f9d4a4b8a1ae08843b9c54f43fcc11e404532a8a5 \
+    --hash=sha256:5fcd34e47f6e0b794d17de1b4ff496c00986e1c83f7ab2fb8fcfe9616ff7477b \
+    --hash=sha256:5fdec68f91a0c6739b380c83b951e2c72ac0197ace422360e6d5a959d8d97b2c \
+    --hash=sha256:6344df0d5755a2c9a276d4473ae6b90647e216ab4757f8426893b5dd2ac3f369 \
+    --hash=sha256:64386e5e707d03a7e172c0701abfb7e10f0fb753ee1d773128192742712a98fd \
+    --hash=sha256:652cb6edd41e718550aad172851962662ff2681490a8a711af6a4d288dd96824 \
+    --hash=sha256:66291b10affd76d76f54fad28e22e51719ef9ba22b29e1d7d03d6777a9174198 \
+    --hash=sha256:66e1674c3ef6f541c35191caae2d429b967b99e02040f5ba928632d9a7f0f065 \
+    --hash=sha256:6adc77889b628398debc7b65c073bcb99c4a0237b248cacaf3fe8a557563ef6c \
+    --hash=sha256:79005a0d97d5ddabfeeea4cf676af11e647e41d81c9a7722a193022accdb6b7c \
+    --hash=sha256:7c6610def4f163542a622a73fb39f534f8c101d690126992300bf3207eab9764 \
+    --hash=sha256:7f047e29dcae44602496db43be01ad42fc6f1cc0d8cd6c83d342306c32270196 \
+    --hash=sha256:8098f252adfa6c80ab48096053f512f2321f0b998f98150cea9bd23d83e1467b \
+    --hash=sha256:850774a7879607d3a6f50d36d04f00ee69e7fc816450e5f7e58d7f17f1ae5c00 \
+    --hash=sha256:8d1fab6bb153a416f9aeb4b8763bc0f22a5586065f86f7664fc23339fc1c1fac \
+    --hash=sha256:8da9669d359f02c0b91ccc01cac4a67f16afec0dac22c2ad09f46bee0697eba8 \
+    --hash=sha256:8dc52c23056b9ddd46818a57b78404882310fb473d63f17b07d5c40421e47f8e \
+    --hash=sha256:9149cad251584d5fb4981be1ecde53a1ca46c891a79788c0df828d2f166bda28 \
+    --hash=sha256:93dda82c9c22deb0a405ea4dc5f2d0cda384168e466364dec6255b293923b2f3 \
+    --hash=sha256:96b533f0e99f6579b3d4d4995707cf36df9100d67e0c8303a0c55b27b5f99bc5 \
+    --hash=sha256:9c57bb8c96f6d1808c030b1687b9b5fb476abaa47f0db9c0101f5e9f394e97f4 \
+    --hash=sha256:9c7708761fccb9397fe64bbc0395abcae8c4bf7b0eac081e12b809bf47700d0b \
+    --hash=sha256:9f3bfb4965eb874431221a3ff3fdcddc7e74e3b07799e0e84ca4a0f867d449bf \
+    --hash=sha256:a33284e20b78bd4a18c8c2282d549d10bc8408a2a7ff57653c0cf0b9be0afce5 \
+    --hash=sha256:a80cb027f6b349846a3bf6d73b5e95e782175e52f22108cfa17876aaeff93702 \
+    --hash=sha256:b30236e45cf30d2b8e7b3e85881719e98507abed1011bf463a8fa23e9c3e98a8 \
+    --hash=sha256:b3bc83488de33889877a0f2543ade9f70c67d66d9ebb4ac959502e12de895788 \
+    --hash=sha256:b865addae83924361678b652338317d1bd7e79b1f4596f96b96c77a5a34b34da \
+    --hash=sha256:b8bb0864c5a28024fac8a632c443c87c5aa6f215c0b126c449ae1a150412f31d \
+    --hash=sha256:ba1cc08a7ccde2d2ec775841541641e4548226580ab850948cbfda66a1befcdc \
+    --hash=sha256:bdb2c67c6c1390b63c6ff89f210c8fd09d9a1217a465701eac7316313c915e4c \
+    --hash=sha256:c1ff362665ae507275af2853520967820d9124984e0f7466736aea23d8611fba \
+    --hash=sha256:c2514fceb77bc5e7a2f7adfaa1feb2fb311607c9cb518dbc378688ec73d8292f \
+    --hash=sha256:c3355370a2c156cffb25e876646f149d5d68f5e0a3ce86a5084dd0b64a994917 \
+    --hash=sha256:c458b6d084f9b935061bc36216e8a69a7e293a2f1e68bf956dcd9e6cbcd143f5 \
+    --hash=sha256:d0eae10f8159e8fdad514efdc92d74fd8d682c933a6dd088030f3834bc8e6b26 \
+    --hash=sha256:d76623373421df22fb4cf8817020cbb7ef15c725b9d5e45f17e189bfc384190f \
+    --hash=sha256:ebc55a14a21cb14062aa4162f906cd962b28e2e9ea38f9b4391244cd8de4ae0b \
+    --hash=sha256:eda16858a3cab07b80edaf74336ece1f986ba330fdb8ee0d6c0d68fe82bc96be \
+    --hash=sha256:ee2922902c45ae8ccada2c5b501ab86c36525b883eff4255313a253a3160861c \
+    --hash=sha256:efd7b85f94a6f21e4932043973a7ba2613b059c4a000551892ac9f1d11f5baf3 \
+    --hash=sha256:f7057c9a337546edc7973c0d3ba84ddcdf0daa14533c2065749c9075001090e6 \
+    --hash=sha256:fa160448684b4e94d80416c0fa4aac48967a969efe22931448d853ada8baf926 \
+    --hash=sha256:fc09d0aa354569bc501d4e787133afc08552722d3ab34836a80547331bb5d4a0
+    # via huggingface-hub
+referencing==0.37.0 \
+    --hash=sha256:381329a9f99628c9069361716891d34ad94af76e461dcb0335825aecc7692231 \
+    --hash=sha256:44aefc3142c5b842538163acb373e24cce6632bd54bdb01b21ad5863489f50d8
+    # via
+    #   jsonschema
+    #   jsonschema-specifications
+requests==2.33.1 \
+    --hash=sha256:18817f8c57c6263968bc123d237e3b8b08ac046f5456bd1e307ee8f4250d3517 \
+    --hash=sha256:4e6d1ef462f3626a1f0a0a9c42dd93c63bad33f9f1c1937509b8c5c8718ab56a
+    # via
+    #   blosc2
+    #   policyengine
+    #   policyengine-core
+rich==15.0.0 \
+    --hash=sha256:33bd4ef74232fb73fe9279a257718407f169c09b78a87ad3d296f548e27de0bb \
+    --hash=sha256:edd07a4824c6b40189fb7ac9bc4c52536e9780fbbfbddf6f1e2502c31b068c36
+    # via typer
+rpds-py==0.30.0 \
+    --hash=sha256:07ae8a593e1c3c6b82ca3292efbe73c30b61332fd612e05abee07c79359f292f \
+    --hash=sha256:0a59119fc6e3f460315fe9d08149f8102aa322299deaa5cab5b40092345c2136 \
+    --hash=sha256:0c0e95f6819a19965ff420f65578bacb0b00f251fefe2c8b23347c37174271f3 \
+    --hash=sha256:0d08f00679177226c4cb8c5265012eea897c8ca3b93f429e546600c971bcbae7 \
+    --hash=sha256:0ed177ed9bded28f8deb6ab40c183cd1192aa0de40c12f38be4d59cd33cb5c65 \
+    --hash=sha256:12f90dd7557b6bd57f40abe7747e81e0c0b119bef015ea7726e69fe550e394a4 \
+    --hash=sha256:1726859cd0de969f88dc8673bdd954185b9104e05806be64bcd87badbe313169 \
+    --hash=sha256:1ab5b83dbcf55acc8b08fc62b796ef672c457b17dbd7820a11d6c52c06839bdf \
+    --hash=sha256:1b151685b23929ab7beec71080a8889d4d6d9fa9a983d213f07121205d48e2c4 \
+    --hash=sha256:1f3587eb9b17f3789ad50824084fa6f81921bbf9a795826570bda82cb3ed91f2 \
+    --hash=sha256:250fa00e9543ac9b97ac258bd37367ff5256666122c2d0f2bc97577c60a1818c \
+    --hash=sha256:2771c6c15973347f50fece41fc447c054b7ac2ae0502388ce3b6738cd366e3d4 \
+    --hash=sha256:27f4b0e92de5bfbc6f86e43959e6edd1425c33b5e69aab0984a72047f2bcf1e3 \
+    --hash=sha256:2e6ecb5a5bcacf59c3f912155044479af1d0b6681280048b338b28e364aca1f6 \
+    --hash=sha256:32c8528634e1bf7121f3de08fa85b138f4e0dc47657866630611b03967f041d7 \
+    --hash=sha256:33f559f3104504506a44bb666b93a33f5d33133765b0c216a5bf2f1e1503af89 \
+    --hash=sha256:3896fa1be39912cf0757753826bc8bdc8ca331a28a7c4ae46b7a21280b06bb85 \
+    --hash=sha256:389a2d49eded1896c3d48b0136ead37c48e221b391c052fba3f4055c367f60a6 \
+    --hash=sha256:39c02563fc592411c2c61d26b6c5fe1e51eaa44a75aa2c8735ca88b0d9599daa \
+    --hash=sha256:3adbb8179ce342d235c31ab8ec511e66c73faa27a47e076ccc92421add53e2bb \
+    --hash=sha256:3d4a69de7a3e50ffc214ae16d79d8fbb0922972da0356dcf4d0fdca2878559c6 \
+    --hash=sha256:3e62880792319dbeb7eb866547f2e35973289e7d5696c6e295476448f5b63c87 \
+    --hash=sha256:3e8eeb0544f2eb0d2581774be4c3410356eba189529a6b3e36bbbf9696175856 \
+    --hash=sha256:422c3cb9856d80b09d30d2eb255d0754b23e090034e1deb4083f8004bd0761e4 \
+    --hash=sha256:4559c972db3a360808309e06a74628b95eaccbf961c335c8fe0d590cf587456f \
+    --hash=sha256:46e83c697b1f1c72b50e5ee5adb4353eef7406fb3f2043d64c33f20ad1c2fc53 \
+    --hash=sha256:47b0ef6231c58f506ef0b74d44e330405caa8428e770fec25329ed2cb971a229 \
+    --hash=sha256:47e77dc9822d3ad616c3d5759ea5631a75e5809d5a28707744ef79d7a1bcfcad \
+    --hash=sha256:47f236970bccb2233267d89173d3ad2703cd36a0e2a6e92d0560d333871a3d23 \
+    --hash=sha256:47f9a91efc418b54fb8190a6b4aa7813a23fb79c51f4bb84e418f5476c38b8db \
+    --hash=sha256:495aeca4b93d465efde585977365187149e75383ad2684f81519f504f5c13038 \
+    --hash=sha256:4c5f36a861bc4b7da6516dbdf302c55313afa09b81931e8280361a4f6c9a2d27 \
+    --hash=sha256:4cc2206b76b4f576934f0ed374b10d7ca5f457858b157ca52064bdfc26b9fc00 \
+    --hash=sha256:4e7fc54e0900ab35d041b0601431b0a0eb495f0851a0639b6ef90f7741b39a18 \
+    --hash=sha256:51a1234d8febafdfd33a42d97da7a43f5dcb120c1060e352a3fbc0c6d36e2083 \
+    --hash=sha256:55f66022632205940f1827effeff17c4fa7ae1953d2b74a8581baaefb7d16f8c \
+    --hash=sha256:58edca431fb9b29950807e301826586e5bbf24163677732429770a697ffe6738 \
+    --hash=sha256:5965af57d5848192c13534f90f9dd16464f3c37aaf166cc1da1cae1fd5a34898 \
+    --hash=sha256:5ba103fb455be00f3b1c2076c9d4264bfcb037c976167a6047ed82f23153f02e \
+    --hash=sha256:5d4c2aa7c50ad4728a094ebd5eb46c452e9cb7edbfdb18f9e1221f597a73e1e7 \
+    --hash=sha256:61046904275472a76c8c90c9ccee9013d70a6d0f73eecefd38c1ae7c39045a08 \
+    --hash=sha256:613aa4771c99f03346e54c3f038e4cc574ac09a3ddfb0e8878487335e96dead6 \
+    --hash=sha256:626a7433c34566535b6e56a1b39a7b17ba961e97ce3b80ec62e6f1312c025551 \
+    --hash=sha256:669b1805bd639dd2989b281be2cfd951c6121b65e729d9b843e9639ef1fd555e \
+    --hash=sha256:679ae98e00c0e8d68a7fda324e16b90fd5260945b45d3b824c892cec9eea3288 \
+    --hash=sha256:67b02ec25ba7a9e8fa74c63b6ca44cf5707f2fbfadae3ee8e7494297d56aa9df \
+    --hash=sha256:68f19c879420aa08f61203801423f6cd5ac5f0ac4ac82a2368a9fcd6a9a075e0 \
+    --hash=sha256:692bef75a5525db97318e8cd061542b5a79812d711ea03dbc1f6f8dbb0c5f0d2 \
+    --hash=sha256:6abc8880d9d036ecaafe709079969f56e876fcf107f7a8e9920ba6d5a3878d05 \
+    --hash=sha256:6bdfdb946967d816e6adf9a3d8201bfad269c67efe6cefd7093ef959683c8de0 \
+    --hash=sha256:6de2a32a1665b93233cde140ff8b3467bdb9e2af2b91079f0333a0974d12d464 \
+    --hash=sha256:73c67f2db7bc334e518d097c6d1e6fed021bbc9b7d678d6cc433478365d1d5f5 \
+    --hash=sha256:74a3243a411126362712ee1524dfc90c650a503502f135d54d1b352bd01f2404 \
+    --hash=sha256:76fec018282b4ead0364022e3c54b60bf368b9d926877957a8624b58419169b7 \
+    --hash=sha256:7c64d38fb49b6cdeda16ab49e35fe0da2e1e9b34bc38bd78386530f218b37139 \
+    --hash=sha256:7cee9c752c0364588353e627da8a7e808a66873672bcb5f52890c33fd965b394 \
+    --hash=sha256:7e6ecfcb62edfd632e56983964e6884851786443739dbfe3582947e87274f7cb \
+    --hash=sha256:806f36b1b605e2d6a72716f321f20036b9489d29c51c91f4dd29a3e3afb73b15 \
+    --hash=sha256:858738e9c32147f78b3ac24dc0edb6610000e56dc0f700fd5f651d0a0f0eb9ff \
+    --hash=sha256:8d6d1cc13664ec13c1b84241204ff3b12f9bb82464b8ad6e7a5d3486975c2eed \
+    --hash=sha256:9027da1ce107104c50c81383cae773ef5c24d296dd11c99e2629dbd7967a20c6 \
+    --hash=sha256:922e10f31f303c7c920da8981051ff6d8c1a56207dbdf330d9047f6d30b70e5e \
+    --hash=sha256:945dccface01af02675628334f7cf49c2af4c1c904748efc5cf7bbdf0b579f95 \
+    --hash=sha256:946fe926af6e44f3697abbc305ea168c2c31d3e3ef1058cf68f379bf0335a78d \
+    --hash=sha256:95f0802447ac2d10bcc69f6dc28fe95fdf17940367b21d34e34c737870758950 \
+    --hash=sha256:9854cf4f488b3d57b9aaeb105f06d78e5529d3145b1e4a41750167e8c213c6d3 \
+    --hash=sha256:993914b8e560023bc0a8bf742c5f303551992dcb85e247b1e5c7f4a7d145bda5 \
+    --hash=sha256:99b47d6ad9a6da00bec6aabe5a6279ecd3c06a329d4aa4771034a21e335c3a97 \
+    --hash=sha256:9a4e86e34e9ab6b667c27f3211ca48f73dba7cd3d90f8d5b11be56e5dbc3fb4e \
+    --hash=sha256:9cf69cdda1f5968a30a359aba2f7f9aa648a9ce4b580d6826437f2b291cfc86e \
+    --hash=sha256:a090322ca841abd453d43456ac34db46e8b05fd9b3b4ac0c78bcde8b089f959b \
+    --hash=sha256:a1010ed9524c73b94d15919ca4d41d8780980e1765babf85f9a2f90d247153dd \
+    --hash=sha256:a161f20d9a43006833cd7068375a94d035714d73a172b681d8881820600abfad \
+    --hash=sha256:a1d0bc22a7cdc173fedebb73ef81e07faef93692b8c1ad3733b67e31e1b6e1b8 \
+    --hash=sha256:a2bffea6a4ca9f01b3f8e548302470306689684e61602aa3d141e34da06cf425 \
+    --hash=sha256:a452763cc5198f2f98898eb98f7569649fe5da666c2dc6b5ddb10fde5a574221 \
+    --hash=sha256:a4796a717bf12b9da9d3ad002519a86063dcac8988b030e405704ef7d74d2d9d \
+    --hash=sha256:a51033ff701fca756439d641c0ad09a41d9242fa69121c7d8769604a0a629825 \
+    --hash=sha256:a8fa71a2e078c527c3e9dc9fc5a98c9db40bcc8a92b4e8858e36d329f8684b51 \
+    --hash=sha256:ac37f9f516c51e5753f27dfdef11a88330f04de2d564be3991384b2f3535d02e \
+    --hash=sha256:ac98b175585ecf4c0348fd7b29c3864bda53b805c773cbf7bfdaffc8070c976f \
+    --hash=sha256:acd7eb3f4471577b9b5a41baf02a978e8bdeb08b4b355273994f8b87032000a8 \
+    --hash=sha256:ad1fa8db769b76ea911cb4e10f049d80bf518c104f15b3edb2371cc65375c46f \
+    --hash=sha256:b40fb160a2db369a194cb27943582b38f79fc4887291417685f3ad693c5a1d5d \
+    --hash=sha256:b4dc1a6ff022ff85ecafef7979a2c6eb423430e05f1165d6688234e62ba99a07 \
+    --hash=sha256:ba3af48635eb83d03f6c9735dfb21785303e73d22ad03d489e88adae6eab8877 \
+    --hash=sha256:ba81a9203d07805435eb06f536d95a266c21e5b2dfbf6517748ca40c98d19e31 \
+    --hash=sha256:c2262bdba0ad4fc6fb5545660673925c2d2a5d9e2e0fb603aad545427be0fc58 \
+    --hash=sha256:c77afbd5f5250bf27bf516c7c4a016813eb2d3e116139aed0096940c5982da94 \
+    --hash=sha256:ca28829ae5f5d569bb62a79512c842a03a12576375d5ece7d2cadf8abe96ec28 \
+    --hash=sha256:cdc62c8286ba9bf7f47befdcea13ea0e26bf294bda99758fd90535cbaf408000 \
+    --hash=sha256:d948b135c4693daff7bc2dcfc4ec57237a29bd37e60c2fabf5aff2bbacf3e2f1 \
+    --hash=sha256:d96c2086587c7c30d44f31f42eae4eac89b60dabbac18c7669be3700f13c3ce1 \
+    --hash=sha256:d9a0ca5da0386dee0655b4ccdf46119df60e0f10da268d04fe7cc87886872ba7 \
+    --hash=sha256:da279aa314f00acbb803da1e76fa18666778e8a8f83484fba94526da5de2cba7 \
+    --hash=sha256:dbd936cde57abfee19ab3213cf9c26be06d60750e60a8e4dd85d1ab12c8b1f40 \
+    --hash=sha256:dc4f992dfe1e2bc3ebc7444f6c7051b4bc13cd8e33e43511e8ffd13bf407010d \
+    --hash=sha256:dc824125c72246d924f7f796b4f63c1e9dc810c7d9e2355864b3c3a73d59ade0 \
+    --hash=sha256:dd8ff7cf90014af0c0f787eea34794ebf6415242ee1d6fa91eaba725cc441e84 \
+    --hash=sha256:dea5b552272a944763b34394d04577cf0f9bd013207bc32323b5a89a53cf9c2f \
+    --hash=sha256:dff13836529b921e22f15cb099751209a60009731a68519630a24d61f0b1b30a \
+    --hash=sha256:e0b65193a413ccc930671c55153a03ee57cecb49e6227204b04fae512eb657a7 \
+    --hash=sha256:e5d3e6b26f2c785d65cc25ef1e5267ccbe1b069c5c21b8cc724efee290554419 \
+    --hash=sha256:e7536cd91353c5273434b4e003cbda89034d67e7710eab8761fd918ec6c69cf8 \
+    --hash=sha256:eb0b93f2e5c2189ee831ee43f156ed34e2a89a78a66b98cadad955972548be5a \
+    --hash=sha256:eb2c4071ab598733724c08221091e8d80e89064cd472819285a9ab0f24bcedb9 \
+    --hash=sha256:ec7c4490c672c1a0389d319b3a9cfcd098dcdc4783991553c332a15acf7249be \
+    --hash=sha256:ee454b2a007d57363c2dfd5b6ca4a5d7e2c518938f8ed3b706e37e5d470801ed \
+    --hash=sha256:ee6af14263f25eedc3bb918a3c04245106a42dfd4f5c2285ea6f997b1fc3f89a \
+    --hash=sha256:f14fc5df50a716f7ece6a80b6c78bb35ea2ca47c499e422aa4463455dd96d56d \
+    --hash=sha256:f207f69853edd6f6700b86efb84999651baf3789e78a466431df1331608e5324 \
+    --hash=sha256:f251c812357a3fed308d684a5079ddfb9d933860fc6de89f2b7ab00da481e65f \
+    --hash=sha256:f83424d738204d9770830d35290ff3273fbb02b41f919870479fab14b9d303b2 \
+    --hash=sha256:f8d1736cfb49381ba528cd5baa46f82fdc65c06e843dab24dd70b63d09121b3f \
+    --hash=sha256:fe5fa731a1fa8a0a56b0977413f8cacac1768dad38d16b3a296712709476fbd5
+    # via
+    #   jsonschema
+    #   referencing
+shellingham==1.5.4 \
+    --hash=sha256:7ecfff8f2fd72616f7481040475a65b2bf8af90a56c89140852d1120324e8686 \
+    --hash=sha256:8dbca0739d487e5bd35ab3ca4b36e11c4078f3a234bfce294b0a0291363404de
+    # via typer
+six==1.17.0 \
+    --hash=sha256:4721f391ed90541fddacab5acf947aa0d3dc7d27b2e1e8eda2be8970586c3274 \
+    --hash=sha256:ff70335d468e7eb6ec65b95b99d3a2836546063f63acc5171de367e834932a81
+    # via python-dateutil
+sortedcontainers==2.4.0 \
+    --hash=sha256:25caa5a06cc30b6b83d11423433f65d1f9d76c4c6a0c90e3379eaa43b9bfdb88 \
+    --hash=sha256:a163dcaede0f1c021485e957a39245190e74249897e2ae4b2aa38595db237ee0
+    # via policyengine-core
+stack-data==0.6.3 \
+    --hash=sha256:836a778de4fec4dcd1dcd89ed8abff8a221f58308462e1c4aa2a3cf30148f0b9 \
+    --hash=sha256:d5558e0c25a4cb0853cddad3d77da9891a08cb85dd9f9f91b9f8cd66e511e695
+    # via ipython
+standard-imghdr==3.13.0 \
+    --hash=sha256:30a1bff5465605bb496f842a6ac3cc1f2131bf3025b0da28d4877d6d4b7cc8e9 \
+    --hash=sha256:8d9c68058d882f6fc3542a8d39ef9ff94d2187dc90bd0c851e0902776b7b7a42
+    # via policyengine-core
+tables==3.11.1 \
+    --hash=sha256:1e78fe190fdeb4afe430b79651bae2a4f341904eb85aa8dbafe5f1caee1c7f67 \
+    --hash=sha256:3a9c35f87fcb6a48c79fbc4e3ab15ca8f6053c4ce13063d6ca2ec36cbb58f40f \
+    --hash=sha256:4cf3218b76ba78d156d6ee75c19fb757d50682f6c7b4905370441afbfc9d77f3 \
+    --hash=sha256:56bf6fb9132ead989b7e76695d7613d6d08f071a8019038d6565ba90c66b9f3e \
+    --hash=sha256:78abcf413091bc7c1e4e8c10fbbb438d1ac0b5a87436c5b972c3e8253871b6fb \
+    --hash=sha256:7fa6cb03f6fe55ae4f85e89ec5450e5c40cc4c52d8c3b60eb157a445c2219e89 \
+    --hash=sha256:a4bbd95036a4d0cc5c86c1f87fbb490b4c53cd70982f1c01b3ed6dcb3085cbb9 \
+    --hash=sha256:a6f7a3b82dbf0ae0f30de635ca88bb42dd87938b0950369d0ee4289c52ae6de2 \
+    --hash=sha256:e3cfe79484351f7216eb8f3767bfa1217bfd271b04428f79cfa7ef6d7491919d \
+    --hash=sha256:eb30684c42a77bbecdef2b9c763c4372b0ddc9cc5bd8b2a2055f2042eee67217 \
+    --hash=sha256:f0367d2e3df0f10ea63ccf4279f3fe58e32ec481767320301a483e2b3cd83efc
+    # via policyengine-uk
+tenacity==9.1.4 \
+    --hash=sha256:6095a360c919085f28c6527de529e76a06ad89b23659fa881ae0649b867a9d55 \
+    --hash=sha256:adb31d4c263f2bd041081ab33b498309a57c77f9acf2db65aadf0898179cf93a
+    # via plotly
+threadpoolctl==3.6.0 ; platform_machine != 'wasm32' \
+    --hash=sha256:43a0b8fd5a2928500110039e43a5eed8480b918967083ea48dc3ab9f13c4a7fb \
+    --hash=sha256:8ab8b4aa3491d812b623328249fab5302a68d2d71745c8a4c719a2fcaba9f44e
+    # via blosc2
+tqdm==4.67.3 \
+    --hash=sha256:7d825f03f89244ef73f1d4ce193cb1774a8179fd96f31d7e1dcde62092b960bb \
+    --hash=sha256:ee1e4c0e59148062281c49d80b25b67771a127c85fc9676d3be5f243206826bf
+    # via huggingface-hub
+traitlets==5.15.0 \
+    --hash=sha256:4fead733f81cf1c4c938e06f8ca4633896833c9d89eff878159457f4d4392971 \
+    --hash=sha256:fb36a18867a6803deab09f3c5e0fa81bb7b26a5c9e82501c9933f759166eff40
+    # via
+    #   ipython
+    #   matplotlib-inline
+typer==0.25.1 \
+    --hash=sha256:75caa44ed46a03fb2dab8808753ffacdbfea88495e74c85a28c5eefcf5f39c89 \
+    --hash=sha256:9616eb8853a09ffeabab1698952f33c6f29ffdbceb4eaeecf571880e8d7664cc
+    # via huggingface-hub
+typing-extensions==4.15.0 \
+    --hash=sha256:0cea48d173cc12fa28ecabc3b837ea3cf6f38c6d1136f85cbaaf598984861466 \
+    --hash=sha256:f0fa19c6845758ab08074a0cfa8b7aecb71c999ca73d62883bc25cc018c4e548
+    # via
+    #   huggingface-hub
+    #   pydantic
+    #   pydantic-core
+    #   typing-inspection
+typing-inspection==0.4.2 \
+    --hash=sha256:4ed1cacbdc298c220f1bd249ed5287caa16f34d44ef4e9c3d0cbad5b521545e7 \
+    --hash=sha256:ba561c48a67c5958007083d386c3295464928b01faa735ab8547c5692e87f464
+    # via pydantic
+tzdata==2026.2 ; sys_platform == 'emscripten' or sys_platform == 'win32' \
+    --hash=sha256:9173fde7d80d9018e02a662e168e5a2d04f87c41ea174b139fbef642eda62d10 \
+    --hash=sha256:bbe9af844f658da81a5f95019480da3a89415801f6cc966806612cc7169bffe7
+    # via pandas
+urllib3==2.7.0 \
+    --hash=sha256:231e0ec3b63ceb14667c67be60f2f2c40a518cb38b03af60abc813da26505f4c \
+    --hash=sha256:9fb4c81ebbb1ce9531cce37674bbc6f1360472bc18ca9a553ede278ef7276897
+    # via requests
+wcwidth==0.7.0 \
+    --hash=sha256:5d69154c429a82910e241c738cd0e2976fac8a2dd47a1a805f4afed1c0f136f2 \
+    --hash=sha256:90e3a7ea092341c44b99562e75d09e4d5160fe7a3974c6fb842a101a95e7eed0
+    # via prompt-toolkit
+wheel==0.47.0 \
+    --hash=sha256:212281cab4dff978f6cedd499cd893e1f620791ca6ff7107cf270781e587eced \
+    --hash=sha256:cc72bd1009ba0cf63922e28f94d9d83b920aa2bb28f798a31d0691b02fa3c9b3
+    # via policyengine-core
diff --git a/src/policyengine/data/install/uk/py314/pylock.toml b/src/policyengine/data/install/uk/py314/pylock.toml
new file mode 100644
index 00000000..82edd379
--- /dev/null
+++ b/src/policyengine/data/install/uk/py314/pylock.toml
@@ -0,0 +1,1463 @@
+# This file was autogenerated by uv via the following command:
+#    uv pip compile /var/folders/qf/7fglpnr94wsc5xgbqkp80xbw0000gn/T/tmp4ria5xcy/requirements.in --python-version 3.14 --resolution highest --exclude-newer 2026-05-09T10:39:06Z --universal --format pylock.toml --output-file bundles/4.4.2/install/uk/py314/pylock.toml
+lock-version = "1.0"
+created-by = "uv"
+requires-python = ">=3.14"
+
+[[packages]]
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+[[packages]]
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+
+[[packages]]
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+[[packages]]
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+
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diff --git a/src/policyengine/data/install/us/py313/constraints.txt b/src/policyengine/data/install/us/py313/constraints.txt
new file mode 100644
index 00000000..d1ebb90b
--- /dev/null
+++ b/src/policyengine/data/install/us/py313/constraints.txt
@@ -0,0 +1,1429 @@
+# This file was autogenerated by uv via the following command:
+#    uv pip compile /var/folders/qf/7fglpnr94wsc5xgbqkp80xbw0000gn/T/tmphn58toex/requirements.in --python-version 3.13 --resolution highest --exclude-newer 2026-05-09T10:39:06Z --universal --format requirements.txt --generate-hashes --output-file bundles/4.4.2/install/us/py313/constraints.txt
+annotated-doc==0.0.4 \
+    --hash=sha256:571ac1dc6991c450b25a9c2d84a3705e2ae7a53467b5d111c24fa8baabbed320 \
+    --hash=sha256:fbcda96e87e9c92ad167c2e53839e57503ecfda18804ea28102353485033faa4
+    # via typer
+annotated-types==0.7.0 \
+    --hash=sha256:1f02e8b43a8fbbc3f3e0d4f0f4bfc8131bcb4eebe8849b8e5c773f3a1c582a53 \
+    --hash=sha256:aff07c09a53a08bc8cfccb9c85b05f1aa9a2a6f23728d790723543408344ce89
+    # via pydantic
+anyio==4.13.0 \
+    --hash=sha256:08b310f9e24a9594186fd75b4f73f4a4152069e3853f1ed8bfbf58369f4ad708 \
+    --hash=sha256:334b70e641fd2221c1505b3890c69882fe4a2df910cba14d97019b90b24439dc
+    # via httpx
+asttokens==3.0.1 \
+    --hash=sha256:15a3ebc0f43c2d0a50eeafea25e19046c68398e487b9f1f5b517f7c0f40f976a \
+    --hash=sha256:71a4ee5de0bde6a31d64f6b13f2293ac190344478f081c3d1bccfcf5eacb0cb7
+    # via stack-data
+attrs==26.1.0 \
+    --hash=sha256:c647aa4a12dfbad9333ca4e71fe62ddc36f4e63b2d260a37a8b83d2f043ac309 \
+    --hash=sha256:d03ceb89cb322a8fd706d4fb91940737b6642aa36998fe130a9bc96c985eff32
+    # via
+    #   jsonschema
+    #   referencing
+blosc2==4.2.0 \
+    --hash=sha256:0f6444e125142876f8ce02f1ec8a13499f436a01e7ffdffd080d7156fd5fa079 \
+    --hash=sha256:1a77412d3229a7ec4ce8e353604e563400cc57346d6e8ba578453a6134bf2190 \
+    --hash=sha256:1e2f0767c68c4e5dea1543c7c138421264db494a6bbeb6ab81f101bcb6382ff4 \
+    --hash=sha256:2423b70dc17b048382f8a9a17085842a7c3c2f9bb14d3be2f8a7cbb378ef4ad9 \
+    --hash=sha256:291f689635c9ebc30a6b13fdc0f2069ab7a245fa27dabe8fa14b6d35c3f096cf \
+    --hash=sha256:3b72e9bbce0459ec695e25bb1fba8fa05ba9af4fed71c220d20376df99cf32fa \
+    --hash=sha256:44a2070a6efa990986a26a4f9a2d8a2fa9ee9ec705617d38750bcb019c53d632 \
+    --hash=sha256:4f7b006333891d3594660abb7820be0497c0baab3538742562caa78e03e5312c \
+    --hash=sha256:59f4de7f9e8a587e5c6e6ae54ba74f4d78a47a1cc3f097d03105274b36720da6 \
+    --hash=sha256:5b16df388e1884e458955de64db6ce6db438154fb3fe9089180ef9863ceb79bf \
+    --hash=sha256:6ff429d2364f423229e82037adb1efe91a5f3dc767f0817cbc635adf84b83e20 \
+    --hash=sha256:7888ac409a479da50d7e02eeb1bcbf1e45213af362eff1b938d584cf66c2f39b \
+    --hash=sha256:87c3a108c8ce311eb00a7c3d32d4d0ab023599a2d23fc07c998debe2dad00f8e \
+    --hash=sha256:89227492844ec7b487e7182314ac75997d5f864be2025cf6879f355fdb669532 \
+    --hash=sha256:8ff3c6b2cf7d3e6a3481f7e1a6eef283af3e2b65f53401b1ebc63eea14b0b758 \
+    --hash=sha256:976abf343866c97de637adb452153dfbe63c2b69a2a4999dc494ebc22585a567 \
+    --hash=sha256:9c5c0ae30c831a90a9d1973cecbeab99a7de2df4f172ac8020d2d60d1c2c5ae2 \
+    --hash=sha256:9cadf2708888e586027178be9e17215ae6f20fb5829596e9771751aa453e7a0e \
+    --hash=sha256:9eb69182c51cda1b402aaf78ce908759f7a277420ce3fad9981ff560544e50b3 \
+    --hash=sha256:a07e0d16aab433e10d173b553fabb7b8cf64e5dd826eaae548d2e9a9ac5f2f69 \
+    --hash=sha256:a269a8b265caed0093f3ee99eff8c8691da407764f5ee5b1bd0c12044fcb6c51 \
+    --hash=sha256:ad857c3dddaf5486a49b59f4f351079bfc8f50786d033638bf722e4fa7595249 \
+    --hash=sha256:afc041c5de1d66fb731c45bd5bcf84356da3f17b4acdec5a8448236c6d48f845 \
+    --hash=sha256:b8d907efa30a2ca4895dd37fa0b527ee88be17df1981f98194f867d97ff07429 \
+    --hash=sha256:bb67066f1a64d7929f271836994e5fb0383ae8b8f03d673650a94dafd7eaa349 \
+    --hash=sha256:bb82cc1d528bac82c0b5c2009377f5be6528405d2737fd151ffce4dc6fe0a96b \
+    --hash=sha256:bbefc417322a59443d844b4d03e66b228694ec6bfd1de8bbd832c4aa0eaebe64 \
+    --hash=sha256:d28efb0b13c1f22db4a799d22ab02b0024fd4ecd1cc47dbe756d88e08079867a \
+    --hash=sha256:e997adbf086a4b98f732504952193afa817c41a7c70d26bce71fdd397542c664 \
+    --hash=sha256:f48ea67ccd751999e9bb3c4e10853d422167b9619af701b1fdb08cc27584db96 \
+    --hash=sha256:fa448c419a8227321cab735aece33fca1afac1447cd140a3db81a6b2bed560fa
+    # via tables
+census==0.8.26 \
+    --hash=sha256:c341bbce4bcdd75c0ddecf75f28ab7eda26a47d7fecc95c4690a2d8ee5b6a727 \
+    --hash=sha256:c7f9944e38952b4ecc137d14d083018a1c2734f64d2fbc4a8946f35fd51888c2
+    # via spm-calculator
+certifi==2026.4.22 \
+    --hash=sha256:3cb2210c8f88ba2318d29b0388d1023c8492ff72ecdde4ebdaddbb13a31b1c4a \
+    --hash=sha256:8d455352a37b71bf76a79caa83a3d6c25afee4a385d632127b6afb3963f1c580
+    # via
+    #   httpcore
+    #   httpx
+    #   requests
+charset-normalizer==3.4.7 \
+    --hash=sha256:007d05ec7321d12a40227aae9e2bc6dca73f3cb21058999a1df9e193555a9dcc \
+    --hash=sha256:03853ed82eeebbce3c2abfdbc98c96dc205f32a79627688ac9a27370ea61a49c \
+    --hash=sha256:07d9e39b01743c3717745f4c530a6349eadbfa043c7577eef86c502c15df2c67 \
+    --hash=sha256:08e721811161356f97b4059a9ba7bafb23ea5ee2255402c42881c214e173c6b4 \
+    --hash=sha256:0c96c3b819b5c3e9e165495db84d41914d6894d55181d2d108cc1a69bfc9cce0 \
+    --hash=sha256:0ea948db76d31190bf08bd371623927ee1339d5f2a0b4b1b4a4439a65298703c \
+    --hash=sha256:0f7eb884681e3938906ed0434f20c63046eacd0111c4ba96f27b76084cd679f5 \
+    --hash=sha256:12a6fff75f6bc66711b73a2f0addfc4c8c15a20e805146a02d147a318962c444 \
+    --hash=sha256:12d8baf840cc7889b37c7c770f478adea7adce3dcb3944d02ec87508e2dcf153 \
+    --hash=sha256:14265bfe1f09498b9d8ec91e9ec9fa52775edf90fcbde092b25f4a33d444fea9 \
+    --hash=sha256:16d971e29578a5e97d7117866d15889a4a07befe0e87e703ed63cd90cb348c01 \
+    --hash=sha256:177a0ba5f0211d488e295aaf82707237e331c24788d8d76c96c5a41594723217 \
+    --hash=sha256:1a87ca9d5df6fe460483d9a5bbf2b18f620cbed41b432e2bddb686228282d10b \
+    --hash=sha256:1c2a768fdd44ee4a9339a9b0b130049139b8ce3c01d2ce09f67f5a68048d477c \
+    --hash=sha256:1c2aed2e5e41f24ea8ef1590b8e848a79b56f3a5564a65ceec43c9d692dc7d8a \
+    --hash=sha256:1dc8b0ea451d6e69735094606991f32867807881400f808a106ee1d963c46a83 \
+    --hash=sha256:1efde3cae86c8c273f1eb3b287be7d8499420cf2fe7585c41d370d3e790054a5 \
+    --hash=sha256:202389074300232baeb53ae2569a60901f7efadd4245cf3a3bf0617d60b439d7 \
+    --hash=sha256:203104ed3e428044fd943bc4bf45fa73c0730391f9621e37fe39ecf477b128cb \
+    --hash=sha256:2257141f39fe65a3fdf38aeccae4b953e5f3b3324f4ff0daf9f15b8518666a2c \
+    --hash=sha256:298930cec56029e05497a76988377cbd7457ba864beeea92ad7e844fe74cd1f1 \
+    --hash=sha256:2cd4a60d0e2fb04537162c62bbbb4182f53541fe0ede35cdf270a1c1e723cc42 \
+    --hash=sha256:2d6eb928e13016cea4f1f21d1e10c1cebd5a421bc57ddf5b1142ae3f86824fab \
+    --hash=sha256:2fe249cb4651fd12605b7288b24751d8bfd46d35f12a20b1ba33dea122e690df \
+    --hash=sha256:30b8d1d8c52a48c2c5690e152c169b673487a2a58de1ec7393196753063fcd5e \
+    --hash=sha256:320ade88cfb846b8cd6b4ddf5ee9e80ee0c1f52401f2456b84ae1ae6a1a5f207 \
+    --hash=sha256:3534e7dcbdcf757da6b85a0bbf5b6868786d5982dd959b065e65481644817a18 \
+    --hash=sha256:36836d6ff945a00b88ba1e4572d721e60b5b8c98c155d465f56ad19d68f23734 \
+    --hash=sha256:38c0109396c4cfc574d502df99742a45c72c08eff0a36158b6f04000043dbf38 \
+    --hash=sha256:3946fa46a0cf3e4c8cb1cc52f56bb536310d34f25f01ca9b6c16afa767dab110 \
+    --hash=sha256:3bec022aec2c514d9cf199522a802bd007cd588ab17ab2525f20f9c34d067c18 \
+    --hash=sha256:3c9a494bc5ec77d43cea229c4f6db1e4d8fe7e1bbffa8b6f0f0032430ff8ab44 \
+    --hash=sha256:3dce51d0f5e7951f8bb4900c257dad282f49190fdbebecd4ba99bcc41fef404d \
+    --hash=sha256:3dedcc22d73ec993f42055eff4fcfed9318d1eeb9a6606c55892a26964964e48 \
+    --hash=sha256:4042d5c8f957e15221d423ba781e85d553722fc4113f523f2feb7b188cc34c5e \
+    --hash=sha256:481551899c856c704d58119b5025793fa6730adda3571971af568f66d2424bb5 \
+    --hash=sha256:4dc1e73c36828f982bfe79fadf5919923f8a6f4df2860804db9a98c48824ce8d \
+    --hash=sha256:4e5163c14bffd570ef2affbfdd77bba66383890797df43dc8b4cc7d6f500bf53 \
+    --hash=sha256:511ef87c8aec0783e08ac18565a16d435372bc1ac25a91e6ac7f5ef2b0bff790 \
+    --hash=sha256:532bc9bf33a68613fd7d65e4b1c71a6a38d7d42604ecf239c77392e9b4e8998c \
+    --hash=sha256:54523e136b8948060c0fa0bc7b1b50c32c186f2fceee897a495406bb6e311d2b \
+    --hash=sha256:5649fd1c7bade02f320a462fdefd0b4bd3ce036065836d4f42e0de958038e116 \
+    --hash=sha256:56be790f86bfb2c98fb742ce566dfb4816e5a83384616ab59c49e0604d49c51d \
+    --hash=sha256:5b77459df20e08151cd6f8b9ef8ef1f961ef73d85c21a555c7eed5b79410ec10 \
+    --hash=sha256:5ed6ab538499c8644b8a3e18debabcd7ce684f3fa91cf867521a7a0279cab2d6 \
+    --hash=sha256:6178f72c5508bfc5fd446a5905e698c6212932f25bcdd4b47a757a50605a90e2 \
+    --hash=sha256:6370e8686f662e6a3941ee48ed4742317cafbe5707e36406e9df792cdb535776 \
+    --hash=sha256:64f02c6841d7d83f832cd97ccf8eb8a906d06eb95d5276069175c696b024b60a \
+    --hash=sha256:65bcd23054beab4d166035cabbc868a09c1a49d1efe458fe8e4361215df40265 \
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+    --hash=sha256:6785f414ae0f3c733c437e0f3929197934f526d19dfaa75e18fdb4f94c6fb374 \
+    --hash=sha256:67f6279d125ca0046a7fd386d01b311c6363844deac3e5b069b514ba3e63c246 \
+    --hash=sha256:6c114670c45346afedc0d947faf3c7f701051d2518b943679c8ff88befe14f8e \
+    --hash=sha256:6e0d51f618228538a3e8f46bd246f87a6cd030565e015803691603f55e12afb5 \
+    --hash=sha256:6ed74185b2db44f41ef35fd1617c5888e59792da9bbc9190d6c7300617182616 \
+    --hash=sha256:708838739abf24b2ceb208d0e22403dd018faeef86ddac04319a62ae884c4f15 \
+    --hash=sha256:715479b9a2802ecac752a3b0efa2b0b60285cf962ee38414211abdfccc233b41 \
+    --hash=sha256:733784b6d6def852c814bce5f318d25da2ee65dd4839a0718641c696e09a2960 \
+    --hash=sha256:750e02e074872a3fad7f233b47734166440af3cdea0add3e95163110816d6752 \
+    --hash=sha256:752a45dc4a6934060b3b0dab47e04edc3326575f82be64bc4fc293914566503e \
+    --hash=sha256:7579e913a5339fb8fa133f6bbcfd8e6749696206cf05acdbdca71a1b436d8e72 \
+    --hash=sha256:7641bb8895e77f921102f72833904dcd9901df5d6d72a2ab8f31d04b7e51e4e7 \
+    --hash=sha256:7804338df6fcc08105c7745f1502ba68d900f45fd770d5bdd5288ddccb8a42d8 \
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+    --hash=sha256:8d828b6667a32a728a1ad1d93957cdf37489c57b97ae6c4de2860fa749b8fc1e \
+    --hash=sha256:8e385e4267ab76874ae30db04c627faaaf0b509e1ccc11a95b3fc3e83f855c00 \
+    --hash=sha256:92a0a01ead5e668468e952e4238cccd7c537364eb7d851ab144ab6627dbbe12f \
+    --hash=sha256:94e1885b270625a9a828c9793b4d52a64445299baa1fea5a173bf1d3dd9a1a5a \
+    --hash=sha256:a180c5e59792af262bf263b21a3c49353f25945d8d9f70628e73de370d55e1e1 \
+    --hash=sha256:a277ab8928b9f299723bc1a2dabb1265911b1a76341f90a510368ca44ad9ab66 \
+    --hash=sha256:a5fe03b42827c13cdccd08e6c0247b6a6d4b5e3cdc53fd1749f5896adcdc2356 \
+    --hash=sha256:a6c5863edfbe888d9eff9c8b8087354e27618d9da76425c119293f11712a6319 \
+    --hash=sha256:a89c23ef8d2c6b27fd200a42aa4ac72786e7c60d40efdc76e6011260b6e949c4 \
+    --hash=sha256:adb2597b428735679446b46c8badf467b4ca5f5056aae4d51a19f9570301b1ad \
+    --hash=sha256:ae196f021b5e7c78e918242d217db021ed2a6ace2bc6ae94c0fc596221c7f58d \
+    --hash=sha256:ae89db9e5f98a11a4bf50407d4363e7b09b31e55bc117b4f7d80aab97ba009e5 \
+    --hash=sha256:aed52fea0513bac0ccde438c188c8a471c4e0f457c2dd20cdbf6ea7a450046c7 \
+    --hash=sha256:aef65cd602a6d0e0ff6f9930fcb1c8fec60dd2cfcb6facaf4bdb0e5873042db0 \
+    --hash=sha256:af21eb4409a119e365397b2adbaca4c9ccab56543a65d5dbd9f920d6ac29f686 \
+    --hash=sha256:b14b2d9dac08e28bb8046a1a0434b1750eb221c8f5b87a68f4fa11a6f97b5e34 \
+    --hash=sha256:bb6d88045545b26da47aa879dd4a89a71d1dce0f0e549b1abcb31dfe4a8eac49 \
+    --hash=sha256:bb8cc7534f51d9a017b93e3e85b260924f909601c3df002bcdb58ddb4dc41a5c \
+    --hash=sha256:bc17a677b21b3502a21f66a8cc64f5bfad4df8a0b8434d661666f8ce90ac3af1 \
+    --hash=sha256:bd6c2a1c7573c64738d716488d2cdd3c00e340e4835707d8fdb8dc1a66ef164e \
+    --hash=sha256:bd9b23791fe793e4968dba0c447e12f78e425c59fc0e3b97f6450f4781f3ee60 \
+    --hash=sha256:c03a41a8784091e67a39648f70c5f97b5b6a37f216896d44d2cdcb82615339a0 \
+    --hash=sha256:c0f081d69a6e58272819b70288d3221a6ee64b98df852631c80f293514d3b274 \
+    --hash=sha256:c35abb8bfff0185efac5878da64c45dafd2b37fb0383add1be155a763c1f083d \
+    --hash=sha256:c36c333c39be2dbca264d7803333c896ab8fa7d4d6f0ab7edb7dfd7aea6e98c0 \
+    --hash=sha256:c45e9440fb78f8ddabcf714b68f936737a121355bf59f3907f4e17721b9d1aae \
+    --hash=sha256:c593052c465475e64bbfe5dbd81680f64a67fdc752c56d7a0ae205dc8aeefe0f \
+    --hash=sha256:cdd68a1fb318e290a2077696b7eb7a21a49163c455979c639bf5a5dcdc46617d \
+    --hash=sha256:ce3412fbe1e31eb81ea42f4169ed94861c56e643189e1e75f0041f3fe7020abe \
+    --hash=sha256:cf1493cd8607bec4d8a7b9b004e699fcf8f9103a9284cc94962cb73d20f9d4a3 \
+    --hash=sha256:cf29836da5119f3c8a8a70667b0ef5fdca3bb12f80fd06487cfa575b3909b393 \
+    --hash=sha256:d4a48e5b3c2a489fae013b7589308a40146ee081f6f509e047e0e096084ceca1 \
+    --hash=sha256:d560742f3c0d62afaccf9f41fe485ed69bd7661a241f86a3ef0f0fb8b1a397af \
+    --hash=sha256:d6038d37043bced98a66e68d3aa2b6a35505dc01328cd65217cefe82f25def44 \
+    --hash=sha256:d61f00a0869d77422d9b2aba989e2d24afa6ffd552af442e0e58de4f35ea6d00 \
+    --hash=sha256:d635aab80466bc95771bb78d5370e74d36d1fe31467b6b29b8b57b2a3cd7d22c \
+    --hash=sha256:dca4bbc466a95ba9c0234ef56d7dd9509f63da22274589ebd4ed7f1f4d4c54e3 \
+    --hash=sha256:dd915403e231e6b1809fe9b6d9fc55cf8fb5e02765ac625d9cd623342a7905d7 \
+    --hash=sha256:e044c39e41b92c845bc815e5ae4230804e8e7bc29e399b0437d64222d92809dd \
+    --hash=sha256:e060d01aec0a910bdccb8be71faf34e7799ce36950f8294c8bf612cba65a2c9e \
+    --hash=sha256:e1421b502d83040e6d7fb2fb18dff63957f720da3d77b2fbd3187ceb63755d7b \
+    --hash=sha256:e17b8d5d6a8c47c85e68ca8379def1303fd360c3e22093a807cd34a71cd082b8 \
+    --hash=sha256:e5f4d355f0a2b1a31bc3edec6795b46324349c9cb25eed068049e4f472fb4259 \
+    --hash=sha256:e712b419df8ba5e42b226c510472b37bd57b38e897d3eca5e8cfd410a29fa859 \
+    --hash=sha256:e74327fb75de8986940def6e8dee4f127cc9752bee7355bb323cc5b2659b6d46 \
+    --hash=sha256:e80c8378d8f3d83cd3164da1ad2df9e37a666cdde7b1cb2298ed0b558064be30 \
+    --hash=sha256:e8ac484bf18ce6975760921bb6148041faa8fef0547200386ea0b52b5d27bf7b \
+    --hash=sha256:eca9705049ad3c7345d574e3510665cb2cf844c2f2dcfe675332677f081cbd46 \
+    --hash=sha256:ed065083d0898c9d5b4bbec7b026fd755ff7454e6e8b73a67f8c744b13986e24 \
+    --hash=sha256:edac0f1ab77644605be2cbba52e6b7f630731fc42b34cb0f634be1a6eface56a \
+    --hash=sha256:effc3f449787117233702311a1b7d8f59cba9ced946ba727bdc329ec69028e24 \
+    --hash=sha256:f22dec1690b584cea26fade98b2435c132c1b5f68e39f5a0b7627cd7ae31f1dc \
+    --hash=sha256:f495a1652cf3fbab2eb0639776dad966c2fb874d79d87ca07f9d5f059b8bd215 \
+    --hash=sha256:f496c9c3cc02230093d8330875c4c3cdfc3b73612a5fd921c65d39cbcef08063 \
+    --hash=sha256:f59099f9b66f0d7145115e6f80dd8b1d847176df89b234a5a6b3f00437aa0832 \
+    --hash=sha256:f59ad4c0e8f6bba240a9bb85504faa1ab438237199d4cce5f622761507b8f6a6 \
+    --hash=sha256:fbccdc05410c9ee21bbf16a35f4c1d16123dcdeb8a1d38f33654fa21d0234f79 \
+    --hash=sha256:fea24543955a6a729c45a73fe90e08c743f0b3334bbf3201e6c4bc1b0c7fa464
+    # via requests
+click==8.3.3 \
+    --hash=sha256:398329ad4837b2ff7cbe1dd166a4c0f8900c3ca3a218de04466f38f6497f18a2 \
+    --hash=sha256:a2bf429bb3033c89fa4936ffb35d5cb471e3719e1f3c8a7c3fff0b8314305613
+    # via typer
+colorama==0.4.6 ; sys_platform == 'win32' \
+    --hash=sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44 \
+    --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
+    # via
+    #   click
+    #   ipython
+    #   pytest
+    #   tqdm
+decorator==5.2.1 \
+    --hash=sha256:65f266143752f734b0a7cc83c46f4618af75b8c5911b00ccb61d0ac9b6da0360 \
+    --hash=sha256:d316bb415a2d9e2d2b3abcc4084c6502fc09240e292cd76a76afc106a1c8e04a
+    # via ipython
+dpath==2.2.0 \
+    --hash=sha256:34f7e630dc55ea3f219e555726f5da4b4b25f2200319c8e6902c394258dd6a3e \
+    --hash=sha256:b330a375ded0a0d2ed404440f6c6a715deae5313af40bbb01c8a41d891900576
+    # via policyengine-core
+et-xmlfile==2.0.0 \
+    --hash=sha256:7a91720bc756843502c3b7504c77b8fe44217c85c537d85037f0f536151b2caa \
+    --hash=sha256:dab3f4764309081ce75662649be815c4c9081e88f0837825f90fd28317d4da54
+    # via openpyxl
+executing==2.2.1 \
+    --hash=sha256:3632cc370565f6648cc328b32435bd120a1e4ebb20c77e3fdde9a13cd1e533c4 \
+    --hash=sha256:760643d3452b4d777d295bb167ccc74c64a81df23fb5e08eff250c425a4b2017
+    # via stack-data
+filelock==3.29.0 \
+    --hash=sha256:69974355e960702e789734cb4871f884ea6fe50bd8404051a3530bc07809cf90 \
+    --hash=sha256:96f5f6344709aa1572bbf631c640e4ebeeb519e08da902c39a001882f30ac258
+    # via huggingface-hub
+fsspec==2026.4.0 \
+    --hash=sha256:11ef7bb35dab8a394fde6e608221d5cf3e8499401c249bebaeaad760a1a8dec2 \
+    --hash=sha256:301d8ac70ae90ef3ad05dcf94d6c3754a097f9b5fe4667d2787aa359ec7df7e4
+    # via huggingface-hub
+h11==0.16.0 \
+    --hash=sha256:4e35b956cf45792e4caa5885e69fba00bdbc6ffafbfa020300e549b208ee5ff1 \
+    --hash=sha256:63cf8bbe7522de3bf65932fda1d9c2772064ffb3dae62d55932da54b31cb6c86
+    # via httpcore
+h5py==3.16.0 \
+    --hash=sha256:099f2525c9dcf28de366970a5fb34879aab20491589fa89ce2863a84218bb524 \
+    --hash=sha256:0f456f556e4e2cebeebd9d66adf8dc321770a42593494a0b6f0af54a7567b242 \
+    --hash=sha256:15922e485844f77c0b9d275396d435db3baa58292a9c2176a386e072e0cf2491 \
+    --hash=sha256:1677ad48b703f44efc9ea0c3ab284527f81bc4f318386aaaebc5fede6bbae56f \
+    --hash=sha256:171038f23bccddfc23f344cadabdfc9917ff554db6a0d417180d2747fe4c75a7 \
+    --hash=sha256:17d1f1630f92ad74494a9a7392ab25982ce2b469fc62da6074c0ce48366a2999 \
+    --hash=sha256:1897a771a7f40d05c262fc8f37376ec37873218544b70216872876c627640f63 \
+    --hash=sha256:18f2bbcd545e6991412253b98727374c356d67caa920e68dc79eab36bf5fedad \
+    --hash=sha256:2b2c02b0a160faed5fb33f1ba8a264a37ee240b22e049ecc827345d0d9043074 \
+    --hash=sha256:314b6054fe0b1051c2b0cb2df5cbdab15622fb05e80f202e3b6a5eee0d6fe365 \
+    --hash=sha256:346df559a0f7dcb31cf8e44805319e2ab24b8957c45e7708ce503b2ec79ba725 \
+    --hash=sha256:370a845f432c2c9619db8eed334d1e610c6015796122b0e57aa46312c22617d9 \
+    --hash=sha256:39c2838fb1e8d97bcf1755e60ad1f3dd76a7b2a475928dc321672752678b96db \
+    --hash=sha256:3e6cb3387c756de6a9492d601553dffea3fe11b5f22b443aac708c69f3f55e16 \
+    --hash=sha256:3fae9197390c325e62e0a1aa977f2f62d994aa87aab182abbea85479b791197c \
+    --hash=sha256:42108e93326c50c2810025aade9eac9d6827524cdccc7d4b75a546e5ab308edb \
+    --hash=sha256:42b012933a83e1a558c673176676a10ce2fd3759976a0fedee1e672d1e04fc9d \
+    --hash=sha256:43259303989ac8adacc9986695b31e35dba6fd1e297ff9c6a04b7da5542139cc \
+    --hash=sha256:4c6ab014ab704b4feaa719ae783b86522ed0bf1f82184704ed3c9e4e3228796e \
+    --hash=sha256:656f00e4d903199a1d58df06b711cf3ca632b874b4207b7dbec86185b5c8c7d4 \
+    --hash=sha256:698dd69291272642ffda44a0ecd6cd3bda5faf9621452d255f57ce91487b9794 \
+    --hash=sha256:719439d14b83f74eeb080e9650a6c7aa6d0d9ea0ca7f804347b05fac6fbf18af \
+    --hash=sha256:7c4dd4cf5f0a4e36083f73172f6cfc25a5710789269547f132a20975bfe2434c \
+    --hash=sha256:7e420b539fb6023a259a1b14d4c9f6df8cf50d7268f48e161169987a57b737ff \
+    --hash=sha256:8389e13a1fd745ad2856873e8187fd10268b2d9677877bb667b41aebd771d8b7 \
+    --hash=sha256:85b9c49dd58dc44cf70af944784e2c2038b6f799665d0dcbbc812a26e0faa859 \
+    --hash=sha256:86385ea895508220b8a7e45efa428aeafaa586bd737c7af9ee04661d8d84a10d \
+    --hash=sha256:8975273c2c5921c25700193b408e28d6bdd0111c37468b2d4e25dcec4cd1d84d \
+    --hash=sha256:8c1eff849cdd53cbc73c214c30ebdb6f1bb8b64790b4b4fc36acdb5e43570210 \
+    --hash=sha256:9300ad32dea9dfc5171f94d5f6948e159ed93e4701280b0f508773b3f582f402 \
+    --hash=sha256:96b422019a1c8975c2d5dadcf61d4ba6f01c31f92bbde6e4649607885fe502d6 \
+    --hash=sha256:9c9d307c0ef862d1cd5714f72ecfafe0a5d7529c44845afa8de9f46e5ba8bd65 \
+    --hash=sha256:a0dbaad796840ccaa67a4c144a0d0c8080073c34c76d5a6941d6818678ef2738 \
+    --hash=sha256:a6fbc5367d4046801f9b7db9191b31895f22f1c6df1f9987d667854cac493538 \
+    --hash=sha256:bdef06507725b455fccba9c16529121a5e1fbf56aa375f7d9713d9e8ff42454d \
+    --hash=sha256:c3f0a0e136f2e95dd0b67146abb6668af4f1a69c81ef8651a2d316e8e01de447 \
+    --hash=sha256:c5313566f4643121a78503a473f0fb1e6dcc541d5115c44f05e037609c565c4d \
+    --hash=sha256:df02dd29bd247f98674634dfe41f89fd7c16ba3d7de8695ec958f58404a4e618 \
+    --hash=sha256:dfc21898ff025f1e8e67e194965a95a8d4754f452f83454538f98f8a3fcb207e \
+    --hash=sha256:e06f864bedb2c8e7c1358e6c73af48519e317457c444d6f3d332bb4e8fa6d7d9 \
+    --hash=sha256:e2c04d129f180019e216ee5f9c40b78a418634091c8782e1f723a6ca3658b965 \
+    --hash=sha256:e4360f15875a532bc7b98196c7592ed4fc92672a57c0a621355961cafb17a6dd \
+    --hash=sha256:ec86d4fffd87a0f4cb3d5796ceb5a50123a2a6d99b43e616e5504e66a953eca3 \
+    --hash=sha256:fa48993a0b799737ba7fd21e2350fa0a60701e58180fae9f2de834bc39a147ab \
+    --hash=sha256:faca8fb4e4319c09d83337adc80b2ca7d5c5a343c2d6f1b6388f32cfecca13c1 \
+    --hash=sha256:fb1720028d99040792bb2fb31facb8da44a6f29df7697e0b84f0d79aff2e9bd3 \
+    --hash=sha256:ff24039e2573297787c3063df64b60aab0591980ac898329a08b0320e0cf2527 \
+    --hash=sha256:ffbab2fedd6581f6aa31cf1639ca2cb86e02779de525667892ebf4cc9fd26434
+    # via policyengine-core
+hf-xet==1.5.0 ; platform_machine == 'AMD64' or platform_machine == 'aarch64' or platform_machine == 'amd64' or platform_machine == 'arm64' or platform_machine == 'x86_64' \
+    --hash=sha256:1e60df5a42e9bed8628b6416af2cba4cba57ae9f02de226a06b020d98e1aab18 \
+    --hash=sha256:2806c7c17b4d23f8d88f7c4814f838c3b6150773fe339c20af23e1cfaf2797e4 \
+    --hash=sha256:2baea1b0b989e5c152fe81425f7745ddc8901280ba3d97c98d8cdece7b706c60 \
+    --hash=sha256:3531b1823a0e6d77d80f9ed15ca0e00f0d115094f8ac033d5cae88f4564cc949 \
+    --hash=sha256:4b35549ce62601b84da4ff9b24d970032ace3d4430f52d91bcbb26c901d6c690 \
+    --hash=sha256:526345b3ed45f374f6317349df489167606736c876241ba984105afe7fd4839d \
+    --hash=sha256:5906bf7718d3636dc13402914736abe723492cb730f744834f5f5b67d3a12702 \
+    --hash=sha256:5f3dc2248fc01cc0a00cd392ab497f1ca373fcbc7e3f2da1f452480b384e839e \
+    --hash=sha256:73a0dae8c71de3b0633a45c73f4a4a5ed09e94b43441d82981a781d4f12baa42 \
+    --hash=sha256:786d28e2eb8315d5035544b9d137b4a842d600c434bb91bf7d0d953cce906ad4 \
+    --hash=sha256:7d70fe2ce97b9db73b9c9b9c81fe3693640aec83416a966c446afea54acfae3c \
+    --hash=sha256:872d5601e6deea30d15865ede55d29eac6daf5a534ab417b99b6ef6b076dd96c \
+    --hash=sha256:8dbcbab554c9ef158ef2c991545c3e970ddd8cc7acdcd0a78c5a41095dab4ded \
+    --hash=sha256:9929561f5abf4581c8ea79587881dfef6b8abb2a0d8a51915936fc2a614f4e73 \
+    --hash=sha256:9a0ee58cd18d5ea799f7ed11290bbccbe56bdd8b1d97ca74b9cc49a3945d7a3b \
+    --hash=sha256:a60290ec57e9b71767fba7c3645ddafdd0759974b540441510c629c6db6db24a \
+    --hash=sha256:b285cea1b5bab46b758772716ba8d6854a1a0310fed1c249d678a8b38601e5a0 \
+    --hash=sha256:b6c9df403040248c76d808d3e047d64db2d923bae593eb244c41e425cf6cd7be \
+    --hash=sha256:c799d49f1a5544a0ef7591c0ee75e0d6b93d6f56dc7a4979f59f7518d2872216 \
+    --hash=sha256:cf7b2dc6f31a4ea754bb50f74cde482dcf5d366d184076d8530b9872787f3761 \
+    --hash=sha256:dad0dc84e941b8ba3c860659fe1fdc35c049d47cce293f003287757e971a8f56 \
+    --hash=sha256:e0fb0a34d9f406eed88233e829a67ec016bec5af19e480eac65a233ea289a948 \
+    --hash=sha256:e5de0f6deada0dada870bb376a11bcd1f08abf3a968a6d118f33e72d1b1eb480 \
+    --hash=sha256:f7b7bbae318e583a86fb21e5a4a175d6721d628a2874f4bd022d0e660c32a682 \
+    --hash=sha256:fd6e5a9b0fdac4ed03ed45ef79254a655b1aaab514a02202617fbf643f5fdf7a
+    # via huggingface-hub
+httpcore==1.0.9 \
+    --hash=sha256:2d400746a40668fc9dec9810239072b40b4484b640a8c38fd654a024c7a1bf55 \
+    --hash=sha256:6e34463af53fd2ab5d807f399a9b45ea31c3dfa2276f15a2c3f00afff6e176e8
+    # via httpx
+httpx==0.28.1 \
+    --hash=sha256:75e98c5f16b0f35b567856f597f06ff2270a374470a5c2392242528e3e3e42fc \
+    --hash=sha256:d909fcccc110f8c7faf814ca82a9a4d816bc5a6dbfea25d6591d6985b8ba59ad
+    # via huggingface-hub
+huggingface-hub==1.14.0 \
+    --hash=sha256:d6d2c9cd6be1d02ae9ec6672d5587d10a427f377db688e82528f426a041622c2 \
+    --hash=sha256:efe075535c62e130b30e836b138e13785f6f043d1f0539e0a39aa411a99e90b8
+    # via policyengine-core
+idna==3.13 \
+    --hash=sha256:585ea8fe5d69b9181ec1afba340451fba6ba764af97026f92a91d4eef164a242 \
+    --hash=sha256:892ea0cde124a99ce773decba204c5552b69c3c67ffd5f232eb7696135bc8bb3
+    # via
+    #   anyio
+    #   httpx
+    #   requests
+iniconfig==2.3.0 \
+    --hash=sha256:c76315c77db068650d49c5b56314774a7804df16fee4402c1f19d6d15d8c4730 \
+    --hash=sha256:f631c04d2c48c52b84d0d0549c99ff3859c98df65b3101406327ecc7d53fbf12
+    # via pytest
+ipython==8.39.0 \
+    --hash=sha256:4110ae96012c379b8b6db898a07e186c40a2a1ef5d57a7fa83166047d9da7624 \
+    --hash=sha256:bb3c51c4fa8148ab1dea07a79584d1c854e234ea44aa1283bcb37bc75054651f
+    # via
+    #   policyengine-core
+    #   pyvis
+jedi==0.20.0 \
+    --hash=sha256:7bdd9c2634f56713299976f4cbd59cb3fa92165cc5e05ea811fb253480728b67 \
+    --hash=sha256:c3f4ccbd276696f4b19c54618d4fb18f9fc24b0aef02acf704b23f487daa1011
+    # via ipython
+jellyfish==1.2.1 \
+    --hash=sha256:0028857c5381c9d55e21cc6cb0d7f9545c3a9a7bb7dbca3960fe0a898c691ac2 \
+    --hash=sha256:01647c12261bc1f7b102e918e7665497176d87f6fc96271439c8855872bc2606 \
+    --hash=sha256:0368596e176bf548b3be2979ff33e274fb6d5e13b2cebe85137b8b698b002a85 \
+    --hash=sha256:05be396aebe3dce7a8cb2f97727ecdf99e86457c48e97190775dce33f8b7e39d \
+    --hash=sha256:07b022412ebece96759006cb015d46b8218d7f896d8b327c6bbee784ddf38ed9 \
+    --hash=sha256:0b21c1596ce283fd7ee954eb0eeb007d59e480364324bcd91ad55146e91f3936 \
+    --hash=sha256:1098ce1f84ae3f147f0a18a6803ffb09b9c8cd5fedce42465643ca0b5c9d0224 \
+    --hash=sha256:10da696747e2de0336180fd5ba77ef769a7c80f9743123545f7fc0251efbbcec \
+    --hash=sha256:1354b558a0a16597b6032dd0af64bebd24994f7e7484cf14993320eb764b06cb \
+    --hash=sha256:137cfcc26396d0f2e1265ac61f800bb921921ea722a43dd897e58190f767c474 \
+    --hash=sha256:13f1ac9caba22af10bfe42f674822643c0266009f882e0fe652079706dc5d13a \
+    --hash=sha256:14bbb30d988dec1d12183cf5d4621c908f98add2009c72a185e8c3e8d00b804f \
+    --hash=sha256:15318c13070fe6d9caeb7e10f9cdf89ff47c9d20f05a9a2c0d3b5cb8062a7033 \
+    --hash=sha256:1a3ccff843822e7f3ad6f91662488a3630724c8587976bce114f3c7238e8ffa1 \
+    --hash=sha256:1ffeeb6c78c45fbb6d2a22b0173fb8a6af849001d6c26fab49c525136dbd9734 \
+    --hash=sha256:212aaf177236192a735bbbf5938717aa8518d14a25b08b015e47e783e70be060 \
+    --hash=sha256:21baa92d4a5112167721156f6d061c2ae105f2995b3a5e19cec6662928f0c439 \
+    --hash=sha256:2348f698f9c1d72023afc8d39939045421a01da9b7e3078e3029227e35f28419 \
+    --hash=sha256:29cfa8bfb72aacf2d611a3313b358ed4d4140fa3d3efcffea750c8e7f8acb1aa \
+    --hash=sha256:2c28a4ae3e201e1c1b7bacacd40e2e76c4068b90c9ae3a0d525e0ac98206f1cc \
+    --hash=sha256:32581c50b34a09889b2d96796170e53da313a1e7fde32be63c82e50e7e791e3c \
+    --hash=sha256:32a85b752cb51463face13e2b1797cfa617cd7fb7073f15feaa4020a86a346ce \
+    --hash=sha256:393f609fd6139ce782e747e22c399483ffc58341009e6a97e39ffe5f5b2c674c \
+    --hash=sha256:4072e21ad4036af41bd57b447b1dda64fe60aa679cfa8854ba0a0338152439f1 \
+    --hash=sha256:451ddf4094e108e33d3b86d7817a7e20a2c5e6812d08c34ee22f6a595f38dcca \
+    --hash=sha256:4a21d7eda5e6996772055f798e3fe1de1b33b3edad7f6cf0567097a21585a812 \
+    --hash=sha256:4b013876109d91fa6fc871ffa4e0dbfda11820c33dc4ad0e2967b3fc1187f804 \
+    --hash=sha256:4b28fcefc0c3534277ff0306e6c10672fb050f4784b5f3be7037e80801569fb5 \
+    --hash=sha256:4b3e3223aaad74e18aacc74775e01815e68af810258ceea6fa6a81b19f384312 \
+    --hash=sha256:4c5acb213aa75a61bcfc176566e20f2503069667e760d83d403b59e115fef0dd \
+    --hash=sha256:4e36d9000d4f7e1a35689a74ec7749d27a216dfa6c47cac2e5ad3de8a523bd69 \
+    --hash=sha256:509355ebedec69a8bf0cc113a6bf9c01820d12fe2eea44f47dfa809faf2d5463 \
+    --hash=sha256:5335f622458aa105289a8e358bc32ecd1b9634b6ffec3e77ea3577e49c297171 \
+    --hash=sha256:536c80d8d4ec7f39cbb10b85d926ff96cef3cde4a83ca0991c07cd9835d5dc13 \
+    --hash=sha256:56da7632e029912af25e25422fae3b6df318400297d552791f4b21da6d815ed6 \
+    --hash=sha256:5bda2275f31a64adf3483e39f7a4e2107f7dfe3a3f85f0d2c0cb6ae5fbe4a443 \
+    --hash=sha256:5fa0ba0946f3c274f6a87aaa3c631dc70a363bd46cceea828ce777e8db653b6f \
+    --hash=sha256:63770120cc3386dcc13bcc4df508ab281a6b14c3b2c0e33586439a6c40ee122f \
+    --hash=sha256:675ab43840488944899ca87f02d4813c1e32107e56afaba7489705a70214e8aa \
+    --hash=sha256:68080af234256ef943f0add6fc79816b0c643d8df291c17a85c1b6e45bdfbb96 \
+    --hash=sha256:68ea3ddd4dae1152a7f7155ef02a7bfad919611158d71b301f9aa167685819af \
+    --hash=sha256:6a49ce2a580edd3b16b69421137deef464e2f8907f9ef906d49950b1a52908c1 \
+    --hash=sha256:6c51e565f85ce38cf9388c4f916d53888b0fa34788fcebe3aff3db24948e0960 \
+    --hash=sha256:6d2bac5982d7a08759ea487bfa00149e6aa8a3be7cd43c4ed1be1e3505425c69 \
+    --hash=sha256:6e76b23431a667cd485fb562428d1ad29bae9fdd0fcdfb5a51cc8087bae0e88c \
+    --hash=sha256:72d2fda61b23babe862018729be73c8b0dc12e3e6601f36f6e65d905e249f4db \
+    --hash=sha256:748dc45a0394fbe9120b8b3b9a39fab0967c7e2d6ecdd5304af018e774f80f96 \
+    --hash=sha256:7853d2ed7d6929c029312ec849410f1ea7ae76ce72ad1140fb73f6e8a1e6aa4f \
+    --hash=sha256:80a49eb817eaa6591f43a31e5c93d79904de62537f029907ef88c050d781a638 \
+    --hash=sha256:91cad49a4fb731b726afc5ae385a3217a7016ed88a04da40c131cff8136a5db5 \
+    --hash=sha256:98a133b40dc00cfda6609e1b0cb0ab0b77796fc2719aae886a12009514f73499 \
+    --hash=sha256:9913789a98ccf49213fbb1dabc597847a0ec33d3b0e151689498f4b38ba9be0f \
+    --hash=sha256:9930e20f0e9f65ad1d57d98290c2be3abd75812d058815605f44a56056fb9a66 \
+    --hash=sha256:9a73b5c6425a70ebd440579a677eb4f03b327b2f59090db34e6c937aeea5aabd \
+    --hash=sha256:9c747ae5c0fb4bd519f6abbfe4bd704b2f1c63fd4dd3dbb8d8864478974e1571 \
+    --hash=sha256:9d4448c874959ae012cda0f6d570ac0bd7f0fcf12007714eaebf86b86919b66f \
+    --hash=sha256:a058f4c6a591d5e5a47569f5648a26303ba19c76a960fef7e0beba2aa959e52e \
+    --hash=sha256:a0ef6f0ecc085c1f8fddb048f538c8bb89989e5d470eab45d4e9bd48ee73a40d \
+    --hash=sha256:a3cab91020e3ff7565e55a611ec3e3257c093ac950d55778a48bfc8c57562b6e \
+    --hash=sha256:ab1bfea271ce4bda09d975080d5465cf5a8b127e7c0ea61ea3f972417a7a2193 \
+    --hash=sha256:b35d4b5b688f759ffd075190a9850b04671bad14c5b37124eb43e99306ec16ea \
+    --hash=sha256:b37b76ea338c4a473c34a9b9e1e033a78aafb9040a8c0eea579fc5805d8e4b46 \
+    --hash=sha256:b8986d9768daddd5e87abf513ae168ea0afe690a444d4c82d5b1b14b0d045820 \
+    --hash=sha256:baa30c7b59bd1c5e105693108a6d7a98f3e7a1a59e23e15bc5897b91fd5849f5 \
+    --hash=sha256:bcdcd603a7737cd3f5a2ab10ce9b49844329deb81c2daafcd8131e54fc730205 \
+    --hash=sha256:bd186c041d9be86c4fa5e2490943ce5d7f05b472f45d7f49426f259f3dd20bc4 \
+    --hash=sha256:bebccd0652ac1c7e438ae1f451edefde63d14b3af6f6daa30c599919dcb92886 \
+    --hash=sha256:c3c18f13175a9c90f3abd8805720b0eb3e10eca1d5d4e0cf57722b2a62d62016 \
+    --hash=sha256:c499ea3a134130797c50e367687a6a46a12653c59af381bee92c41a5ab0bd55d \
+    --hash=sha256:c85aa2bc76a36d92a3197f406f86636664d5b323727dfec4fa2842a8a24a06ae \
+    --hash=sha256:c888f624d03e55e501bc438906505c79fb307d8da37a6dda18dd1ac2e6d5ea9c \
+    --hash=sha256:cf6cd68921f2bacc547ba1cf64ad0e76bc1727f3bab13bba2e5f5869aba038b1 \
+    --hash=sha256:d2b56a1fd2c5126c4a3362ec4470291cdd3c7daa22f583da67e75e30dc425ce6 \
+    --hash=sha256:d7be8021658b46b22500a77f1707901bd98fc210f185c229b81c74efd3c1baf2 \
+    --hash=sha256:db97d873f23b0c15b4ed911ece10e5cc0bb96cdc53666d5c3788bd0af81807f1 \
+    --hash=sha256:dd895cf63fac0a9f11b524fff810d9a6081dcf3c518b34172ac8684eb504dd43 \
+    --hash=sha256:ddf05ea471da2808d77ecfa425d8884124b4754f4d483afa7703b6655530cf5c \
+    --hash=sha256:e1b990fb15985571616f7f40a12d6fa062897b19fb5359b6dec3cd811d802c24 \
+    --hash=sha256:e4a210a960f3917da757b0581750b6e0a8db9acef68dafbc1b6e2ae39e847ba8 \
+    --hash=sha256:e5977810972c6f0b2e61252c4758fd5aee21abf663ff309881195a99d37daa94 \
+    --hash=sha256:e967e67058b78189d2b20a9586c7720a05ec4a580d6a98c796cd5cd2b7b11303 \
+    --hash=sha256:ecf62d4aad0baa8832ab60f96e7baedbe6558bd292597503d927e9c5bce745d8 \
+    --hash=sha256:f121218dc33fb318c34ddd889dc7362606ce1316af2bb63b73cc1df81523ca34 \
+    --hash=sha256:f69aeb08659a6c81d559bbe319075e3417434ae5b3a5e4a758d1c4055a03497a \
+    --hash=sha256:fb3c6e537cb4605c22895a8d4a10cdb26611ba2bbfc7f0b4c1d06bb9d8aad648
+    # via us
+jinja2==3.1.6 \
+    --hash=sha256:0137fb05990d35f1275a587e9aee6d56da821fc83491a0fb838183be43f66d6d \
+    --hash=sha256:85ece4451f492d0c13c5dd7c13a64681a86afae63a5f347908daf103ce6d2f67
+    # via pyvis
+jsonpickle==4.1.1 \
+    --hash=sha256:bb141da6057898aa2438ff268362b126826c812a1721e31cf08a6e142910dc91 \
+    --hash=sha256:f86e18f13e2b96c1c1eede0b7b90095bbb61d99fedc14813c44dc2f361dbbae1
+    # via pyvis
+jsonschema==4.26.0 \
+    --hash=sha256:0c26707e2efad8aa1bfc5b7ce170f3fccc2e4918ff85989ba9ffa9facb2be326 \
+    --hash=sha256:d489f15263b8d200f8387e64b4c3a75f06629559fb73deb8fdfb525f2dab50ce
+    # via policyengine
+jsonschema-specifications==2025.9.1 \
+    --hash=sha256:98802fee3a11ee76ecaca44429fda8a41bff98b00a0f2838151b113f210cc6fe \
+    --hash=sha256:b540987f239e745613c7a9176f3edb72b832a4ac465cf02712288397832b5e8d
+    # via jsonschema
+markdown-it-py==4.2.0 \
+    --hash=sha256:04a21681d6fbb623de53f6f364d352309d4094dd4194040a10fd51833e418d49 \
+    --hash=sha256:9f7ebbcd14fe59494226453aed97c1070d83f8d24b6fc3a3bcf9a38092641c4a
+    # via rich
+markupsafe==3.0.3 \
+    --hash=sha256:0303439a41979d9e74d18ff5e2dd8c43ed6c6001fd40e5bf2e43f7bd9bbc523f \
+    --hash=sha256:068f375c472b3e7acbe2d5318dea141359e6900156b5b2ba06a30b169086b91a \
+    --hash=sha256:0bf2a864d67e76e5c9a34dc26ec616a66b9888e25e7b9460e1c76d3293bd9dbf \
+    --hash=sha256:0db14f5dafddbb6d9208827849fad01f1a2609380add406671a26386cdf15a19 \
+    --hash=sha256:0eb9ff8191e8498cca014656ae6b8d61f39da5f95b488805da4bb029cccbfbaf \
+    --hash=sha256:0f4b68347f8c5eab4a13419215bdfd7f8c9b19f2b25520968adfad23eb0ce60c \
+    --hash=sha256:1085e7fbddd3be5f89cc898938f42c0b3c711fdcb37d75221de2666af647c175 \
+    --hash=sha256:116bb52f642a37c115f517494ea5feb03889e04df47eeff5b130b1808ce7c219 \
+    --hash=sha256:12c63dfb4a98206f045aa9563db46507995f7ef6d83b2f68eda65c307c6829eb \
+    --hash=sha256:133a43e73a802c5562be9bbcd03d090aa5a1fe899db609c29e8c8d815c5f6de6 \
+    --hash=sha256:1353ef0c1b138e1907ae78e2f6c63ff67501122006b0f9abad68fda5f4ffc6ab \
+    --hash=sha256:15d939a21d546304880945ca1ecb8a039db6b4dc49b2c5a400387cdae6a62e26 \
+    --hash=sha256:177b5253b2834fe3678cb4a5f0059808258584c559193998be2601324fdeafb1 \
+    --hash=sha256:1872df69a4de6aead3491198eaf13810b565bdbeec3ae2dc8780f14458ec73ce \
+    --hash=sha256:1b4b79e8ebf6b55351f0d91fe80f893b4743f104bff22e90697db1590e47a218 \
+    --hash=sha256:1b52b4fb9df4eb9ae465f8d0c228a00624de2334f216f178a995ccdcf82c4634 \
+    --hash=sha256:1ba88449deb3de88bd40044603fafffb7bc2b055d626a330323a9ed736661695 \
+    --hash=sha256:1cc7ea17a6824959616c525620e387f6dd30fec8cb44f649e31712db02123dad \
+    --hash=sha256:218551f6df4868a8d527e3062d0fb968682fe92054e89978594c28e642c43a73 \
+    --hash=sha256:26a5784ded40c9e318cfc2bdb30fe164bdb8665ded9cd64d500a34fb42067b1c \
+    --hash=sha256:2713baf880df847f2bece4230d4d094280f4e67b1e813eec43b4c0e144a34ffe \
+    --hash=sha256:2a15a08b17dd94c53a1da0438822d70ebcd13f8c3a95abe3a9ef9f11a94830aa \
+    --hash=sha256:2f981d352f04553a7171b8e44369f2af4055f888dfb147d55e42d29e29e74559 \
+    --hash=sha256:32001d6a8fc98c8cb5c947787c5d08b0a50663d139f1305bac5885d98d9b40fa \
+    --hash=sha256:3524b778fe5cfb3452a09d31e7b5adefeea8c5be1d43c4f810ba09f2ceb29d37 \
+    --hash=sha256:3537e01efc9d4dccdf77221fb1cb3b8e1a38d5428920e0657ce299b20324d758 \
+    --hash=sha256:35add3b638a5d900e807944a078b51922212fb3dedb01633a8defc4b01a3c85f \
+    --hash=sha256:38664109c14ffc9e7437e86b4dceb442b0096dfe3541d7864d9cbe1da4cf36c8 \
+    --hash=sha256:3a7e8ae81ae39e62a41ec302f972ba6ae23a5c5396c8e60113e9066ef893da0d \
+    --hash=sha256:3b562dd9e9ea93f13d53989d23a7e775fdfd1066c33494ff43f5418bc8c58a5c \
+    --hash=sha256:457a69a9577064c05a97c41f4e65148652db078a3a509039e64d3467b9e7ef97 \
+    --hash=sha256:4bd4cd07944443f5a265608cc6aab442e4f74dff8088b0dfc8238647b8f6ae9a \
+    --hash=sha256:4e885a3d1efa2eadc93c894a21770e4bc67899e3543680313b09f139e149ab19 \
+    --hash=sha256:4faffd047e07c38848ce017e8725090413cd80cbc23d86e55c587bf979e579c9 \
+    --hash=sha256:509fa21c6deb7a7a273d629cf5ec029bc209d1a51178615ddf718f5918992ab9 \
+    --hash=sha256:5678211cb9333a6468fb8d8be0305520aa073f50d17f089b5b4b477ea6e67fdc \
+    --hash=sha256:591ae9f2a647529ca990bc681daebdd52c8791ff06c2bfa05b65163e28102ef2 \
+    --hash=sha256:5a7d5dc5140555cf21a6fefbdbf8723f06fcd2f63ef108f2854de715e4422cb4 \
+    --hash=sha256:69c0b73548bc525c8cb9a251cddf1931d1db4d2258e9599c28c07ef3580ef354 \
+    --hash=sha256:6b5420a1d9450023228968e7e6a9ce57f65d148ab56d2313fcd589eee96a7a50 \
+    --hash=sha256:722695808f4b6457b320fdc131280796bdceb04ab50fe1795cd540799ebe1698 \
+    --hash=sha256:729586769a26dbceff69f7a7dbbf59ab6572b99d94576a5592625d5b411576b9 \
+    --hash=sha256:77f0643abe7495da77fb436f50f8dab76dbc6e5fd25d39589a0f1fe6548bfa2b \
+    --hash=sha256:795e7751525cae078558e679d646ae45574b47ed6e7771863fcc079a6171a0fc \
+    --hash=sha256:7be7b61bb172e1ed687f1754f8e7484f1c8019780f6f6b0786e76bb01c2ae115 \
+    --hash=sha256:7c3fb7d25180895632e5d3148dbdc29ea38ccb7fd210aa27acbd1201a1902c6e \
+    --hash=sha256:7e68f88e5b8799aa49c85cd116c932a1ac15caaa3f5db09087854d218359e485 \
+    --hash=sha256:83891d0e9fb81a825d9a6d61e3f07550ca70a076484292a70fde82c4b807286f \
+    --hash=sha256:8485f406a96febb5140bfeca44a73e3ce5116b2501ac54fe953e488fb1d03b12 \
+    --hash=sha256:8709b08f4a89aa7586de0aadc8da56180242ee0ada3999749b183aa23df95025 \
+    --hash=sha256:8f71bc33915be5186016f675cd83a1e08523649b0e33efdb898db577ef5bb009 \
+    --hash=sha256:915c04ba3851909ce68ccc2b8e2cd691618c4dc4c4232fb7982bca3f41fd8c3d \
+    --hash=sha256:949b8d66bc381ee8b007cd945914c721d9aba8e27f71959d750a46f7c282b20b \
+    --hash=sha256:94c6f0bb423f739146aec64595853541634bde58b2135f27f61c1ffd1cd4d16a \
+    --hash=sha256:9a1abfdc021a164803f4d485104931fb8f8c1efd55bc6b748d2f5774e78b62c5 \
+    --hash=sha256:9b79b7a16f7fedff2495d684f2b59b0457c3b493778c9eed31111be64d58279f \
+    --hash=sha256:a320721ab5a1aba0a233739394eb907f8c8da5c98c9181d1161e77a0c8e36f2d \
+    --hash=sha256:a4afe79fb3de0b7097d81da19090f4df4f8d3a2b3adaa8764138aac2e44f3af1 \
+    --hash=sha256:ad2cf8aa28b8c020ab2fc8287b0f823d0a7d8630784c31e9ee5edea20f406287 \
+    --hash=sha256:b8512a91625c9b3da6f127803b166b629725e68af71f8184ae7e7d54686a56d6 \
+    --hash=sha256:bc51efed119bc9cfdf792cdeaa4d67e8f6fcccab66ed4bfdd6bde3e59bfcbb2f \
+    --hash=sha256:bdc919ead48f234740ad807933cdf545180bfbe9342c2bb451556db2ed958581 \
+    --hash=sha256:bdd37121970bfd8be76c5fb069c7751683bdf373db1ed6c010162b2a130248ed \
+    --hash=sha256:be8813b57049a7dc738189df53d69395eba14fb99345e0a5994914a3864c8a4b \
+    --hash=sha256:c0c0b3ade1c0b13b936d7970b1d37a57acde9199dc2aecc4c336773e1d86049c \
+    --hash=sha256:c47a551199eb8eb2121d4f0f15ae0f923d31350ab9280078d1e5f12b249e0026 \
+    --hash=sha256:c4ffb7ebf07cfe8931028e3e4c85f0357459a3f9f9490886198848f4fa002ec8 \
+    --hash=sha256:ccfcd093f13f0f0b7fdd0f198b90053bf7b2f02a3927a30e63f3ccc9df56b676 \
+    --hash=sha256:d2ee202e79d8ed691ceebae8e0486bd9a2cd4794cec4824e1c99b6f5009502f6 \
+    --hash=sha256:d53197da72cc091b024dd97249dfc7794d6a56530370992a5e1a08983ad9230e \
+    --hash=sha256:d6dd0be5b5b189d31db7cda48b91d7e0a9795f31430b7f271219ab30f1d3ac9d \
+    --hash=sha256:d88b440e37a16e651bda4c7c2b930eb586fd15ca7406cb39e211fcff3bf3017d \
+    --hash=sha256:de8a88e63464af587c950061a5e6a67d3632e36df62b986892331d4620a35c01 \
+    --hash=sha256:df2449253ef108a379b8b5d6b43f4b1a8e81a061d6537becd5582fba5f9196d7 \
+    --hash=sha256:e1c1493fb6e50ab01d20a22826e57520f1284df32f2d8601fdd90b6304601419 \
+    --hash=sha256:e1cf1972137e83c5d4c136c43ced9ac51d0e124706ee1c8aa8532c1287fa8795 \
+    --hash=sha256:e2103a929dfa2fcaf9bb4e7c091983a49c9ac3b19c9061b6d5427dd7d14d81a1 \
+    --hash=sha256:e56b7d45a839a697b5eb268c82a71bd8c7f6c94d6fd50c3d577fa39a9f1409f5 \
+    --hash=sha256:e8afc3f2ccfa24215f8cb28dcf43f0113ac3c37c2f0f0806d8c70e4228c5cf4d \
+    --hash=sha256:e8fc20152abba6b83724d7ff268c249fa196d8259ff481f3b1476383f8f24e42 \
+    --hash=sha256:eaa9599de571d72e2daf60164784109f19978b327a3910d3e9de8c97b5b70cfe \
+    --hash=sha256:ec15a59cf5af7be74194f7ab02d0f59a62bdcf1a537677ce67a2537c9b87fcda \
+    --hash=sha256:f190daf01f13c72eac4efd5c430a8de82489d9cff23c364c3ea822545032993e \
+    --hash=sha256:f34c41761022dd093b4b6896d4810782ffbabe30f2d443ff5f083e0cbbb8c737 \
+    --hash=sha256:f3e98bb3798ead92273dc0e5fd0f31ade220f59a266ffd8a4f6065e0a3ce0523 \
+    --hash=sha256:f42d0984e947b8adf7dd6dde396e720934d12c506ce84eea8476409563607591 \
+    --hash=sha256:f71a396b3bf33ecaa1626c255855702aca4d3d9fea5e051b41ac59a9c1c41edc \
+    --hash=sha256:f9e130248f4462aaa8e2552d547f36ddadbeaa573879158d721bbd33dfe4743a \
+    --hash=sha256:fed51ac40f757d41b7c48425901843666a6677e3e8eb0abcff09e4ba6e664f50
+    # via jinja2
+matplotlib-inline==0.2.2 \
+    --hash=sha256:3c821cf1c209f59fb2d2d64abbf5b23b67bcb2210d663f9918dd851c6da1fcf6 \
+    --hash=sha256:72f3fe8fce36b70d4a5b612f899090cd0401deddc4ea90e1572b9f4bfb058c79
+    # via ipython
+mdurl==0.1.2 \
+    --hash=sha256:84008a41e51615a49fc9966191ff91509e3c40b939176e643fd50a5c2196b8f8 \
+    --hash=sha256:bb413d29f5eea38f31dd4754dd7377d4465116fb207585f97bf925588687c1ba
+    # via markdown-it-py
+microdf-python==1.3.0 \
+    --hash=sha256:e17757a198648108eae24f39384e27b5ae8061acf1b43fa56520010dc00a7b55 \
+    --hash=sha256:f352fe32c25a4fd6d6188ef6aaca0214b53b29a8a7913aca6af0362dd9c922bd
+    # via
+    #   policyengine
+    #   policyengine-core
+    #   policyengine-us
+msgpack==1.1.2 \
+    --hash=sha256:0051fffef5a37ca2cd16978ae4f0aef92f164df86823871b5162812bebecd8e2 \
+    --hash=sha256:04fb995247a6e83830b62f0b07bf36540c213f6eac8e851166d8d86d83cbd014 \
+    --hash=sha256:180759d89a057eab503cf62eeec0aa61c4ea1200dee709f3a8e9397dbb3b6931 \
+    --hash=sha256:1d1418482b1ee984625d88aa9585db570180c286d942da463533b238b98b812b \
+    --hash=sha256:1de460f0403172cff81169a30b9a92b260cb809c4cb7e2fc79ae8d0510c78b6b \
+    --hash=sha256:1fdf7d83102bf09e7ce3357de96c59b627395352a4024f6e2458501f158bf999 \
+    --hash=sha256:1fff3d825d7859ac888b0fbda39a42d59193543920eda9d9bea44d958a878029 \
+    --hash=sha256:283ae72fc89da59aa004ba147e8fc2f766647b1251500182fac0350d8af299c0 \
+    --hash=sha256:2929af52106ca73fcb28576218476ffbb531a036c2adbcf54a3664de124303e9 \
+    --hash=sha256:2e86a607e558d22985d856948c12a3fa7b42efad264dca8a3ebbcfa2735d786c \
+    --hash=sha256:350ad5353a467d9e3b126d8d1b90fe05ad081e2e1cef5753f8c345217c37e7b8 \
+    --hash=sha256:354e81bcdebaab427c3df4281187edc765d5d76bfb3a7c125af9da7a27e8458f \
+    --hash=sha256:365c0bbe981a27d8932da71af63ef86acc59ed5c01ad929e09a0b88c6294e28a \
+    --hash=sha256:372839311ccf6bdaf39b00b61288e0557916c3729529b301c52c2d88842add42 \
+    --hash=sha256:3b60763c1373dd60f398488069bcdc703cd08a711477b5d480eecc9f9626f47e \
+    --hash=sha256:41d1a5d875680166d3ac5c38573896453bbbea7092936d2e107214daf43b1d4f \
+    --hash=sha256:42eefe2c3e2af97ed470eec850facbe1b5ad1d6eacdbadc42ec98e7dcf68b4b7 \
+    --hash=sha256:446abdd8b94b55c800ac34b102dffd2f6aa0ce643c55dfc017ad89347db3dbdb \
+    --hash=sha256:454e29e186285d2ebe65be34629fa0e8605202c60fbc7c4c650ccd41870896ef \
+    --hash=sha256:4efd7b5979ccb539c221a4c4e16aac1a533efc97f3b759bb5a5ac9f6d10383bf \
+    --hash=sha256:5559d03930d3aa0f3aacb4c42c776af1a2ace2611871c84a75afe436695e6245 \
+    --hash=sha256:5928604de9b032bc17f5099496417f113c45bc6bc21b5c6920caf34b3c428794 \
+    --hash=sha256:59415c6076b1e30e563eb732e23b994a61c159cec44deaf584e5cc1dd662f2af \
+    --hash=sha256:5a46bf7e831d09470ad92dff02b8b1ac92175ca36b087f904a0519857c6be3ff \
+    --hash=sha256:602b6740e95ffc55bfb078172d279de3773d7b7db1f703b2f1323566b878b90e \
+    --hash=sha256:61c8aa3bd513d87c72ed0b37b53dd5c5a0f58f2ff9f26e1555d3bd7948fb7296 \
+    --hash=sha256:67016ae8c8965124fdede9d3769528ad8284f14d635337ffa6a713a580f6c030 \
+    --hash=sha256:6bde749afe671dc44893f8d08e83bf475a1a14570d67c4bb5cec5573463c8833 \
+    --hash=sha256:6c15b7d74c939ebe620dd8e559384be806204d73b4f9356320632d783d1f7939 \
+    --hash=sha256:70a0dff9d1f8da25179ffcf880e10cf1aad55fdb63cd59c9a49a1b82290062aa \
+    --hash=sha256:70c5a7a9fea7f036b716191c29047374c10721c389c21e9ffafad04df8c52c90 \
+    --hash=sha256:7bc8813f88417599564fafa59fd6f95be417179f76b40325b500b3c98409757c \
+    --hash=sha256:80a0ff7d4abf5fecb995fcf235d4064b9a9a8a40a3ab80999e6ac1e30b702717 \
+    --hash=sha256:86f8136dfa5c116365a8a651a7d7484b65b13339731dd6faebb9a0242151c406 \
+    --hash=sha256:897c478140877e5307760b0ea66e0932738879e7aa68144d9b78ea4c8302a84a \
+    --hash=sha256:8b696e83c9f1532b4af884045ba7f3aa741a63b2bc22617293a2c6a7c645f251 \
+    --hash=sha256:8e22ab046fa7ede9e36eeb4cfad44d46450f37bb05d5ec482b02868f451c95e2 \
+    --hash=sha256:94fd7dc7d8cb0a54432f296f2246bc39474e017204ca6f4ff345941d4ed285a7 \
+    --hash=sha256:99e2cb7b9031568a2a5c73aa077180f93dd2e95b4f8d3b8e14a73ae94a9e667e \
+    --hash=sha256:9ade919fac6a3e7260b7f64cea89df6bec59104987cbea34d34a2fa15d74310b \
+    --hash=sha256:9fba231af7a933400238cb357ecccf8ab5d51535ea95d94fc35b7806218ff844 \
+    --hash=sha256:a465f0dceb8e13a487e54c07d04ae3ba131c7c5b95e2612596eafde1dccf64a9 \
+    --hash=sha256:a605409040f2da88676e9c9e5853b3449ba8011973616189ea5ee55ddbc5bc87 \
+    --hash=sha256:a668204fa43e6d02f89dbe79a30b0d67238d9ec4c5bd8a940fc3a004a47b721b \
+    --hash=sha256:a7787d353595c7c7e145e2331abf8b7ff1e6673a6b974ded96e6d4ec09f00c8c \
+    --hash=sha256:a8f6e7d30253714751aa0b0c84ae28948e852ee7fb0524082e6716769124bc23 \
+    --hash=sha256:ad09b984828d6b7bb52d1d1d0c9be68ad781fa004ca39216c8a1e63c0f34ba3c \
+    --hash=sha256:bafca952dc13907bdfdedfc6a5f579bf4f292bdd506fadb38389afa3ac5b208e \
+    --hash=sha256:be52a8fc79e45b0364210eef5234a7cf8d330836d0a64dfbb878efa903d84620 \
+    --hash=sha256:be5980f3ee0e6bd44f3a9e9dea01054f175b50c3e6cdb692bc9424c0bbb8bf69 \
+    --hash=sha256:c63eea553c69ab05b6747901b97d620bb2a690633c77f23feb0c6a947a8a7b8f \
+    --hash=sha256:d198d275222dc54244bf3327eb8cbe00307d220241d9cec4d306d49a44e85f68 \
+    --hash=sha256:d62ce1f483f355f61adb5433ebfd8868c5f078d1a52d042b0a998682b4fa8c27 \
+    --hash=sha256:d99ef64f349d5ec3293688e91486c5fdb925ed03807f64d98d205d2713c60b46 \
+    --hash=sha256:db6192777d943bdaaafb6ba66d44bf65aa0e9c5616fa1d2da9bb08828c6b39aa \
+    --hash=sha256:e23ce8d5f7aa6ea6d2a2b326b4ba46c985dbb204523759984430db7114f8aa00 \
+    --hash=sha256:e64c8d2f5e5d5fda7b842f55dec6133260ea8f53c4257d64494c534f306bf7a9 \
+    --hash=sha256:e69b39f8c0aa5ec24b57737ebee40be647035158f14ed4b40e6f150077e21a84 \
+    --hash=sha256:ea5405c46e690122a76531ab97a079e184c0daf491e588592d6a23d3e32af99e \
+    --hash=sha256:f2cb069d8b981abc72b41aea1c580ce92d57c673ec61af4c500153a626cb9e20 \
+    --hash=sha256:fac4be746328f90caa3cd4bc67e6fe36ca2bf61d5c6eb6d895b6527e3f05071e \
+    --hash=sha256:fffee09044073e69f2bad787071aeec727183e7580443dfeb8556cbf1978d162
+    # via blosc2
+ndindex==1.10.1 \
+    --hash=sha256:03cf1e6cdac876bd8fc92d3b65bb223496b1581d10eab3ba113f7c195121a959 \
+    --hash=sha256:046c1e88d46b2bd2fd3483e06d27b4e85132b55bc693f2fca2db0bb56eea1e78 \
+    --hash=sha256:08bfdc1f7a0b408d15b3ce61d141ebbebdb47a25341967e425e104c5bd512a5c \
+    --hash=sha256:092b92c07690292ec7c6b266c38d7e63d254ec8d913ed06f2a8e16103eb7861a \
+    --hash=sha256:0ad8e060b26568c4e67c7b1dc2bc64e28597afdaabd7d63f98f655bfe2daa644 \
+    --hash=sha256:0f6113c1f031248f8818cbee1aa92aa3c9472b7701debcce9fddebcd2f610f11 \
+    --hash=sha256:157b5c34a1b779f5d27b790d9bd7e7b156d284e76be83c591a3ba003984f4956 \
+    --hash=sha256:1827a40301405b44ad709e388c5b48cf35cd90a67f77e63f0f17d87f6000fa81 \
+    --hash=sha256:1ae21b06235cb0884e97cf672780c170449baa0314085595cfe751705fa352de \
+    --hash=sha256:23d35696f802548143b5cc199bf2f171efb0061aa7934959251dd3bae56d038c \
+    --hash=sha256:27385939f317b55773ea53f6bf9334810cf1d66206034c0a6a6f2a88f2001c3c \
+    --hash=sha256:27a7729a4d33df6b96f7d5edff281d2b987bbe6545031c5eb606b95c47694f54 \
+    --hash=sha256:28741daca5926adff402247cd406f453ed5bb6042e82d6855938f805190e5ce9 \
+    --hash=sha256:2d6442ecce9b395aade5e9f2431e169e01393953a069f6d2d53a63b6c94d1d06 \
+    --hash=sha256:3307817bdc92846b18f309fae3582856f567dd6e0742fb0b41ac68682bfc4e2a \
+    --hash=sha256:346a4bf09f5771548665c8206e81daadb6b9925d409746e709894bdd98adc701 \
+    --hash=sha256:37f87f0e7690ae0324334740e0661d6297f2e62c9bf925127d249fb7eddd0ad8 \
+    --hash=sha256:3b0d9ce2c8488444499ab6d40e92e09867bf4413f5cf04c01635de923f44aa67 \
+    --hash=sha256:3ce3bd0882572269ca09285112cf38ce84baa2aaa5891551af968ca7c18f84bb \
+    --hash=sha256:4cea15cff221e76abd12e3e940c26124184735cf421c229307f5db6742e14dd7 \
+    --hash=sha256:588e8875d836a93b3cd9af482c8074bb02288ae1aff92cf277e1f02d9ae0f992 \
+    --hash=sha256:59a3222befc0f7cdc85fb9b90a567ae890f70a864bdeb660517e9ebcb36bf1bc \
+    --hash=sha256:5c026dbbf2455d97ce6456d8a50b349aee8fefa11027d020638c89e9be2c9c4c \
+    --hash=sha256:5c3634a8df43e7928122225a3d64d850c8957bd1edf2e403907deacb478af27b \
+    --hash=sha256:6928e47fb008903f2e41309b7ff1e59b16abbcd59e2e945454571c28b2433c9e \
+    --hash=sha256:72af787dcee3661f36fff9d144d989aacefe32e2c8b51ceef9babd46afb93a18 \
+    --hash=sha256:752e78a5e87911ded117c57a7246596f26c9c6da066de3c2b533b3db694949bb \
+    --hash=sha256:777bb6fa1dc72527fb43744b8c1499ca86e8e110b238d7aad6a686489c23d3bd \
+    --hash=sha256:78bfe25941d2dac406391ddd9baf0b0fce163807b98ecc2c47a3030ee8466319 \
+    --hash=sha256:78ce45106ebf67aeba99714818c721d8fd5fb9534daebd2565665a2d64b50fc9 \
+    --hash=sha256:7da34a78410c14341d5fff73be5ce924bd36500bf7f640fc59b8607d3a0df95e \
+    --hash=sha256:8644c76e74c0fbbdaa54752de30b7c6b98b1e8f6c05f0c6228632a29c862d83f \
+    --hash=sha256:87f83e8c35a7f49a68cd3a3054c406e6c22f8c1315f3905f7a778c657669187e \
+    --hash=sha256:890bb92f0a779e6f16bdbcc8bd2e06c32bcc0239e5893ba246114eb924aecaaa \
+    --hash=sha256:8ff1558ddbfedcecd1f6ed7777530917ad08f9c253fcaa8b7152a7aa4ca0264f \
+    --hash=sha256:9599fcb7411ffe601c367f0a5d4bc0ed588e3e7d9dc7604bdb32c8f669456b9e \
+    --hash=sha256:967b87b88dadb62555ec1039695c347254eccb8ca3d124c0e5dbe084c525fa93 \
+    --hash=sha256:9b5297f207ebc068c7cdf9e3cd7b95aa5c9ec04295d0a7e56b529f66787d4685 \
+    --hash=sha256:9d581f931e61f182478f18bdf5edd3955899df5da4892ed0d5de547a4cfd5b6f \
+    --hash=sha256:9fdf3ca16efcdfbb8800aa88fbab1bc6528e6a0504bcb9cf7af4cb9d50e9f5d9 \
+    --hash=sha256:a91e1a0398120233d5c3b23ccb2d4b78e970d66136f1a7221fa9a53873c3d5c5 \
+    --hash=sha256:a9a211ec2198994cb3600cd46adb335a740f27e4d406b40d48ed7b98d2d2a89b \
+    --hash=sha256:ae73cd2d66b09ef2f2a7d7f93bad396d6abf168d1ee825e403c6c5fb8ae1341c \
+    --hash=sha256:bada24abee6bc6ca438b2e6b68a752fc9b58b67bdcb54008e2bc6330ecb0a777 \
+    --hash=sha256:bc236d1612714cbd80610cf25a6ef92584ff1402e9d5a5c50e926195716f7d22 \
+    --hash=sha256:c5e9762452b163e33cfb6e821f86e45ba0b53bdfcd23ab5d57b48a8f566898cb \
+    --hash=sha256:c65ca639a7abf72d79f22424f4abd18dece1f289a2b7b028a0ca455edd2168d4 \
+    --hash=sha256:c67dde588c0fb89d872931a4ed5f9b4d21c1c70a3d92fdf0812a1de154239816 \
+    --hash=sha256:c9dd58d91220b1c1fe516324bfcf4114566c98e84b1cbbe416abe345c75bd557 \
+    --hash=sha256:cb76e0f3f235d8b1c768b17e771de48775d281713795c3aa045e8114ad61bdda \
+    --hash=sha256:cdb86a4176f2ae23bd4bcd0401ca35d5dad2d1ed0d0dca1ff64480ebe41b75d9 \
+    --hash=sha256:cf5855881884b8467dfcf45764ccf2e4279075be14b155b89c96994bb08d2e6f \
+    --hash=sha256:cf80241b40adffdc3276b2c9fb63a96c6c98b4a9d941892738de8add65083962 \
+    --hash=sha256:cf9e05986b2eb8c5993bce0f911d6cedd15bda30b5e35dd354b1ad1f4cc3599d \
+    --hash=sha256:d0ebdba2fade3f6916fe21fd49e2a0935af4f58c56100a60f3f2eb26e20baee7 \
+    --hash=sha256:dc7ebdbd465d25f29a9cd7ba31c304172351fc85626835385bcb72807d309a9a \
+    --hash=sha256:e2ad917bcdf8dc5ba1e21f01054c991d26862d4d01c3c203a50e907096d558ac \
+    --hash=sha256:e69a2cb1ac7be955c3c77f1def83f410775a81525c9ce2d4c0a3f2a61589ed47 \
+    --hash=sha256:e81a9bd36fe054b6c9fcc53d26bc9a28cf15d1ab52a0f5b854f894116f3a54e1 \
+    --hash=sha256:e851990a68937db5f485cd9f3e760c1fd47fa0f2a99f63a5e2cc880908faf3bb \
+    --hash=sha256:ef3ef22390a892d16286505083ee5b326317b21c255a0c7f744b1290a0b964a6 \
+    --hash=sha256:f77c4fd3f34c53037678020ab4e060da4bbdcae3a428797c7cbec69a6785dc93 \
+    --hash=sha256:f99b3e89220da3244d03c9c5473669c7107d361c129fd9b064622744dee1ce15 \
+    --hash=sha256:fa60637dfae1ee3fc057e420a52cc4ace38cf2c0d1a0451af2a3cba84d281842 \
+    --hash=sha256:fe5341e24dc992b09c258456ac90a09a6d25efdc2cb86dcc91d32c8891e1df9a
+    # via blosc2
+networkx==3.6.1 \
+    --hash=sha256:26b7c357accc0c8cde558ad486283728b65b6a95d85ee1cd66bafab4c8168509 \
+    --hash=sha256:d47fbf302e7d9cbbb9e2555a0d267983d2aa476bac30e90dfbe5669bd57f3762
+    # via pyvis
+numexpr==2.14.1 \
+    --hash=sha256:03130afa04edf83a7b590d207444f05a00363c9b9ea5d81c0f53b1ea13fad55a \
+    --hash=sha256:05f9366d23a2e991fd5a8b5e61a17558f028ba86158a4552f8f239b005cdf83c \
+    --hash=sha256:06855053de7a3a8425429bd996e8ae3c50b57637ad3e757e0fa0602a7874be30 \
+    --hash=sha256:09078ba73cffe94745abfbcc2d81ab8b4b4e9d7bfbbde6cac2ee5dbf38eee222 \
+    --hash=sha256:0d1dcbdc4d0374c0d523cee2f94f06b001623cbc1fd163612841017a3495427c \
+    --hash=sha256:15015d47d3d1487072d58c0e7682ef2eb608321e14099c39d52e2dd689483611 \
+    --hash=sha256:1f1a5e817c534539351aa75d26088e9e1e0ef1b3a6ab484047618a652ccc4fc3 \
+    --hash=sha256:2773ee1133f77009a1fc2f34fe236f3d9823779f5f75450e183137d49f00499f \
+    --hash=sha256:2a381e5e919a745c9503bcefffc1c7f98c972c04ec58fc8e999ed1a929e01ba6 \
+    --hash=sha256:2d03fcb4644a12f70a14d74006f72662824da5b6128bf1bcd10cc3ed80e64c34 \
+    --hash=sha256:2eac7a5a2f70b3768c67056445d1ceb4ecd9b853c8eda9563823b551aeaa5082 \
+    --hash=sha256:33265294376e7e2ae4d264d75b798a915d2acf37b9dd2b9405e8b04f84d05cfc \
+    --hash=sha256:36f8d5c1bd1355df93b43d766790f9046cccfc1e32b7c6163f75bcde682cda07 \
+    --hash=sha256:3a2839efa25f3c8d4133252ea7342d8f81226c7c4dda81f97a57e090b9d87a48 \
+    --hash=sha256:439ec4d57b853792ebe5456e3160312281c3a7071ecac5532ded3278ede614de \
+    --hash=sha256:44f84e0e5af219dbb62a081606156420815890e041b87252fbcea5df55214c4c \
+    --hash=sha256:47041f2f7b9e69498fb311af672ba914a60e6e6d804011caacb17d66f639e659 \
+    --hash=sha256:4be00b1086c7b7a5c32e31558122b7b80243fe098579b170967da83f3152b48b \
+    --hash=sha256:538961096c2300ea44240209181e31fae82759d26b51713b589332b9f2a4117e \
+    --hash=sha256:557887ad7f5d3c2a40fd7310e50597045a68e66b20a77b3f44d7bc7608523b4b \
+    --hash=sha256:587c41509bc373dfb1fe6086ba55a73147297247bedb6d588cda69169fc412f2 \
+    --hash=sha256:5aedf38d4c0c19d3cecfe0334c3f4099fb496f54c146223d30fa930084bc8574 \
+    --hash=sha256:638dce8320f4a1483d5ca4fda69f60a70ed7e66be6e68bc23fb9f1a6b78a9e3b \
+    --hash=sha256:64ae5dfd62d74a3ef82fe0b37f80527247f3626171ad82025900f46ffca4b39a \
+    --hash=sha256:67ea4771029ce818573b1998f5ca416bd255156feea017841b86176a938f7d19 \
+    --hash=sha256:6e575fd3ad41ddf3355d0c7ef6bd0168619dc1779a98fe46693cad5e95d25e6e \
+    --hash=sha256:70d80fcb418a54ca208e9a38e58ddc425c07f66485176b261d9a67c7f2864f73 \
+    --hash=sha256:75440c54fc01e130396650fdf307aa9d41a67dc06ddbfb288971b591c13a395b \
+    --hash=sha256:76db0bc6267e591ab9c4df405ffb533598e4c88239db7338d11ae9e4b368a85a \
+    --hash=sha256:790447be6879a6c51b9545f79612d24c9ea0a41d537a84e15e6a8ddef0b6268e \
+    --hash=sha256:7e87f6d203ac57239de32261c941e9748f9309cbc0da6295eabd0c438b920d3a \
+    --hash=sha256:823cd82c8e7937981339f634e7a9c6a92cb2d0b9d0a5cf627a5e394fffc05377 \
+    --hash=sha256:83647d846d3eeeb9a9255311236135286728b398d0d41d35dedb532dca807fe9 \
+    --hash=sha256:91ebae0ab18c799b0e6b8c5a8d11e1fa3848eb4011271d99848b297468a39430 \
+    --hash=sha256:94c711f6d8f17dfb4606842b403699603aa591ab9f6bf23038b488ea9cfb0f09 \
+    --hash=sha256:955c92b064f9074d2970cf3138f5e3b965be673b82024962ed526f39bc25a920 \
+    --hash=sha256:9f9137f1351b310436662b5dc6f4082a245efa8950c3b0d9008028df92fefb9b \
+    --hash=sha256:9fdcd4735121658a313f878fd31136d1bfc6a5b913219e7274e9fca9f8dac3bb \
+    --hash=sha256:a40b350cd45b4446076fa11843fa32bbe07024747aeddf6d467290bf9011b392 \
+    --hash=sha256:a4ba71db47ea99c659d88ee6233fa77b6dc83392f1d324e0c90ddf617ae3f421 \
+    --hash=sha256:af111c8fe6fc55d15e4c7cab11920fc50740d913636d486545b080192cd0ad73 \
+    --hash=sha256:c5f1b1605695778896534dfc6e130d54a65cd52be7ed2cd0cfee3981fd676bf5 \
+    --hash=sha256:d08856cfc1b440eb1caaa60515235369654321995dd68eb9377577392020f6cb \
+    --hash=sha256:d0fab3fd06a04f6b86102552b26aa5d85e20ac7d8296c15764c726eeabae6cc8 \
+    --hash=sha256:d686dfb2c1382d9e6e0ee0b7647f943c1886dba3adbf606c625479f35f1956c1 \
+    --hash=sha256:db78fa0c9fcbaded3ae7453faf060bd7a18b0dc10299d7fcd02d9362be1213ed \
+    --hash=sha256:dce0b5a0447baa7b44bc218ec2d7dcd175b8eee6083605293349c0c1d9b82fb6 \
+    --hash=sha256:dd72d8c2a165fe45ea7650b16eb8cc1792a94a722022006bb97c86fe51fd2091 \
+    --hash=sha256:dde9fa47ed319e1e1728940a539df3cb78326b7754bc7c6ab3152afc91808f9b \
+    --hash=sha256:e23b87f744e04e302d82ac5e2189ae20a533566aec76a46885376e20b0645bf8 \
+    --hash=sha256:e9b2f957798c67a2428be96b04bce85439bed05efe78eb78e4c2ca43737578e7 \
+    --hash=sha256:ebe4980f9494b9f94d10d2e526edc29e72516698d3bf95670ba79415492212a4 \
+    --hash=sha256:ec368819502b64f190c3f71be14a304780b5935c42aae5bf22c27cc2cbba70b5 \
+    --hash=sha256:ede79f7ff06629f599081de644546ce7324f1581c09b0ac174da88a470d39c21 \
+    --hash=sha256:edea2f20c2040df8b54ee8ca8ebda63de9545b2112872466118e9df4d0ae99f3 \
+    --hash=sha256:eee6d4fbbbc368e6cdd0772734d6249128d957b3b8ad47a100789009f4de7083 \
+    --hash=sha256:fdd886f4b7dbaf167633ee396478f0d0aa58ea2f9e7ccc3c6431019623e8d68f
+    # via
+    #   blosc2
+    #   policyengine-core
+    #   tables
+numpy==2.4.4 \
+    --hash=sha256:07077278157d02f65c43b1b26a3886bce886f95d20aabd11f87932750dfb14ed \
+    --hash=sha256:08f2e31ed5e6f04b118e49821397f12767934cfdd12a1ce86a058f91e004ee50 \
+    --hash=sha256:0aec54fd785890ecca25a6003fd9a5aed47ad607bbac5cd64f836ad8666f4959 \
+    --hash=sha256:0d35aea54ad1d420c812bfa0385c71cd7cc5bcf7c65fed95fc2cd02fe8c79827 \
+    --hash=sha256:0d4e437e295f18ec29bc79daf55e8a47a9113df44d66f702f02a293d93a2d6dd \
+    --hash=sha256:0dfd3f9d3adbe2920b68b5cd3d51444e13a10792ec7154cd0a2f6e74d4ab3233 \
+    --hash=sha256:1378871da56ca8943c2ba674530924bb8ca40cd228358a3b5f302ad60cf875fc \
+    --hash=sha256:15716cfef24d3a9762e3acdf87e27f58dc823d1348f765bbea6bef8c639bfa1b \
+    --hash=sha256:19710a9ca9992d7174e9c52f643d4272dcd1558c5f7af7f6f8190f633bd651a7 \
+    --hash=sha256:23cbfd4c17357c81021f21540da84ee282b9c8fba38a03b7b9d09ba6b951421e \
+    --hash=sha256:2483e4584a1cb3092da4470b38866634bafb223cbcd551ee047633fd2584599a \
+    --hash=sha256:27a8d92cd10f1382a67d7cf4db7ce18341b66438bdd9f691d7b0e48d104c2a9d \
+    --hash=sha256:28a650663f7314afc3e6ec620f44f333c386aad9f6fc472030865dc0ebb26ee3 \
+    --hash=sha256:2aa0613a5177c264ff5921051a5719d20095ea586ca88cc802c5c218d1c67d3e \
+    --hash=sha256:2c194dd721e54ecad9ad387c1d35e63dce5c4450c6dc7dd5611283dda239aabb \
+    --hash=sha256:2d19e6e2095506d1736b7d80595e0f252d76b89f5e715c35e06e937679ea7d7a \
+    --hash=sha256:2d390634c5182175533585cc89f3608a4682ccb173cc9bb940b2881c8d6f8fa0 \
+    --hash=sha256:30caa73029a225b2d40d9fae193e008e24b2026b7ee1a867b7ee8d96ca1a448e \
+    --hash=sha256:42c16925aa5a02362f986765f9ebabf20de75cdefdca827d14315c568dcab113 \
+    --hash=sha256:45dbed2ab436a9e826e302fcdcbe9133f9b0006e5af7168afb8963a6520da103 \
+    --hash=sha256:4636de7fd195197b7535f231b5de9e4b36d2c440b6e566d2e4e4746e6af0ca93 \
+    --hash=sha256:4a19d9dba1a76618dd86b164d608566f393f8ec6ac7c44f0cc879011c45e65af \
+    --hash=sha256:4bbc7f303d125971f60ec0aaad5e12c62d0d2c925f0ab1273debd0e4ba37aba5 \
+    --hash=sha256:4d6d57903571f86180eb98f8f0c839fa9ebbfb031356d87f1361be91e433f5b7 \
+    --hash=sha256:4e874c976154687c1f71715b034739b45c7711bec81db01914770373d125e392 \
+    --hash=sha256:51fc224f7ca4d92656d5a5eb315f12eb5fe2c97a66249aa7b5f562528a3be38c \
+    --hash=sha256:58c8b5929fcb8287cbd6f0a3fae19c6e03a5c48402ae792962ac465224a629a4 \
+    --hash=sha256:5a285b3b96f951841799528cd1f4f01cd70e7e0204b4abebac9463eecfcf2a40 \
+    --hash=sha256:5c70f1cc1c4efbe316a572e2d8b9b9cc44e89b95f79ca3331553fbb63716e2bf \
+    --hash=sha256:62d6b0f03b694173f9fcb1fb317f7222fd0b0b103e784c6549f5e53a27718c44 \
+    --hash=sha256:6a246d5914aa1c820c9443ddcee9c02bec3e203b0c080349533fae17727dfd1b \
+    --hash=sha256:6aa3236c78803afbcb255045fbef97a9e25a1f6c9888357d205ddc42f4d6eba5 \
+    --hash=sha256:6bbe4eb67390b0a0265a2c25458f6b90a409d5d069f1041e6aff1e27e3d9a79e \
+    --hash=sha256:715d1c092715954784bc79e1174fc2a90093dc4dc84ea15eb14dad8abdcdeb74 \
+    --hash=sha256:72944b19f2324114e9dc86a159787333b77874143efcf89a5167ef83cfee8af0 \
+    --hash=sha256:81f4a14bee47aec54f883e0cad2d73986640c1590eb9bfaaba7ad17394481e6e \
+    --hash=sha256:846300f379b5b12cc769334464656bc882e0735d27d9726568bc932fdc49d5ec \
+    --hash=sha256:86b6f55f5a352b48d7fbfd2dbc3d5b780b2d79f4d3c121f33eb6efb22e9a2015 \
+    --hash=sha256:874f200b2a981c647340f841730fc3a2b54c9d940566a3c4149099591e2c4c3d \
+    --hash=sha256:8a87ec22c87be071b6bdbd27920b129b94f2fc964358ce38f3822635a3e2e03d \
+    --hash=sha256:8b3b60bb7cba2c8c81837661c488637eee696f59a877788a396d33150c35d842 \
+    --hash=sha256:8e3ed142f2728df44263aaf5fb1f5b0b99f4070c553a0d7f033be65338329150 \
+    --hash=sha256:93e15038125dc1e5345d9b5b68aa7f996ec33b98118d18c6ca0d0b7d6198b7e8 \
+    --hash=sha256:989824e9faf85f96ec9c7761cd8d29c531ad857bfa1daa930cba85baaecf1a9a \
+    --hash=sha256:99d838547ace2c4aace6c4f76e879ddfe02bb58a80c1549928477862b7a6d6ed \
+    --hash=sha256:9b2aec6af35c113b05695ebb5749a787acd63cafc83086a05771d1e1cd1e555f \
+    --hash=sha256:9c585a1790d5436a5374bac930dad6ed244c046ed91b2b2a3634eb2971d21008 \
+    --hash=sha256:a7164afb23be6e37ad90b2f10426149fd75aee07ca55653d2aa41e66c4ef697e \
+    --hash=sha256:ac6b31e35612a26483e20750126d30d0941f949426974cace8e6b5c58a3657b0 \
+    --hash=sha256:ad2e2ef14e0b04e544ea2fa0a36463f847f113d314aa02e5b402fdf910ef309e \
+    --hash=sha256:b268594bccac7d7cf5844c7732e3f20c50921d94e36d7ec9b79e9857694b1b2f \
+    --hash=sha256:b5f0362dc928a6ecd9db58868fca5e48485205e3855957bdedea308f8672ea4a \
+    --hash=sha256:ba1f4fc670ed79f876f70082eff4f9583c15fb9a4b89d6188412de4d18ae2f40 \
+    --hash=sha256:ba203255017337d39f89bdd58417f03c4426f12beed0440cfd933cb15f8669c7 \
+    --hash=sha256:c901b15172510173f5cb310eae652908340f8dede90fff9e3bf6c0d8dfd92f83 \
+    --hash=sha256:c9b39d38a9bd2ae1becd7eac1303d031c5c110ad31f2b319c6e7d98b135c934d \
+    --hash=sha256:d2a8490669bfe99a233298348acc2d824d496dee0e66e31b66a6022c2ad74a5c \
+    --hash=sha256:dddbbd259598d7240b18c9d87c56a9d2fb3b02fe266f49a7c101532e78c1d871 \
+    --hash=sha256:df3775294accfdd75f32c74ae39fcba920c9a378a2fc18a12b6820aa8c1fb502 \
+    --hash=sha256:e44319a2953c738205bf3354537979eaa3998ed673395b964c1176083dd46252 \
+    --hash=sha256:e4a010c27ff6f210ff4c6ef34394cd61470d01014439b192ec22552ee867f2a8 \
+    --hash=sha256:e823b8b6edc81e747526f70f71a9c0a07ac4e7ad13020aa736bb7c9d67196115 \
+    --hash=sha256:e892aff75639bbef0d2a2cfd55535510df26ff92f63c92cd84ef8d4ba5a5557f \
+    --hash=sha256:eea7ac5d2dce4189771cedb559c738a71512768210dc4e4753b107a2048b3d0e \
+    --hash=sha256:ef4059d6e5152fa1a39f888e344c73fdc926e1b2dd58c771d67b0acfbf2aa67d \
+    --hash=sha256:f169b9a863d34f5d11b8698ead99febeaa17a13ca044961aa8e2662a6c7766a0 \
+    --hash=sha256:f2cf083b324a467e1ab358c105f6cad5ea950f50524668a80c486ff1db24e119 \
+    --hash=sha256:f8474c4241bc18b750be2abea9d7a9ec84f46ef861dbacf86a4f6e043401f79e \
+    --hash=sha256:f983334aea213c99992053ede6168500e5f086ce74fbc4acc3f2b00f5762e9db \
+    --hash=sha256:f9e75681b59ddaa5e659898085ae0eaea229d054f2ac0c7e563a62205a700121 \
+    --hash=sha256:fbc356aae7adf9e6336d336b9c8111d390a05df88f1805573ebb0807bd06fd1d \
+    --hash=sha256:fcfe2045fd2e8f3cb0ce9d4ba6dba6333b8fa05bb8a4939c908cd43322d14c7e
+    # via
+    #   blosc2
+    #   h5py
+    #   microdf-python
+    #   numexpr
+    #   pandas
+    #   policyengine-core
+    #   spm-calculator
+    #   tables
+openpyxl==3.1.5 \
+    --hash=sha256:5282c12b107bffeef825f4617dc029afaf41d0ea60823bbb665ef3079dc79de2 \
+    --hash=sha256:cf0e3cf56142039133628b5acffe8ef0c12bc902d2aadd3e0fe5878dc08d1050
+    # via spm-calculator
+packaging==26.2 \
+    --hash=sha256:5fc45236b9446107ff2415ce77c807cee2862cb6fac22b8a73826d0693b0980e \
+    --hash=sha256:ff452ff5a3e828ce110190feff1178bb1f2ea2281fa2075aadb987c2fb221661
+    # via
+    #   huggingface-hub
+    #   plotly
+    #   policyengine
+    #   pytest
+    #   tables
+    #   wheel
+pandas==3.0.2 \
+    --hash=sha256:01f31a546acd5574ef77fe199bc90b55527c225c20ccda6601cf6b0fd5ed597c \
+    --hash=sha256:0555c5882688a39317179ab4a0ed41d3ebc8812ab14c69364bbee8fb7a3f6288 \
+    --hash=sha256:07a10f5c36512eead51bc578eb3354ad17578b22c013d89a796ab5eee90cd991 \
+    --hash=sha256:08504503f7101300107ecdc8df73658e4347586db5cfdadabc1592e9d7e7a0fd \
+    --hash=sha256:0f48afd9bb13300ffb5a3316973324c787054ba6665cda0da3fbd67f451995db \
+    --hash=sha256:140f0cffb1fa2524e874dde5b477d9defe10780d8e9e220d259b2c0874c89d9d \
+    --hash=sha256:232a70ebb568c0c4d2db4584f338c1577d81e3af63292208d615907b698a0f18 \
+    --hash=sha256:32cc41f310ebd4a296d93515fcac312216adfedb1894e879303987b8f1e2b97d \
+    --hash=sha256:339dda302bd8369dedeae979cb750e484d549b563c3f54f3922cb8ff4978c5eb \
+    --hash=sha256:4544c7a54920de8eeacaa1466a6b7268ecfbc9bc64ab4dbb89c6bbe94d5e0660 \
+    --hash=sha256:4d888a5c678a419a5bb41a2a93818e8ed9fd3172246555c0b37b7cc27027effd \
+    --hash=sha256:5371b72c2d4d415d08765f32d689217a43227484e81b2305b52076e328f6f482 \
+    --hash=sha256:57a07209bebcbcf768d2d13c9b78b852f9a15978dac41b9e6421a81ad4cdd276 \
+    --hash=sha256:5880314e69e763d4c8b27937090de570f1fb8d027059a7ada3f7f8e98bdcb677 \
+    --hash=sha256:5d3cfe227c725b1f3dff4278b43d8c784656a42a9325b63af6b1492a8232209e \
+    --hash=sha256:5fdbfa05931071aba28b408e59226186b01eb5e92bea2ab78b65863ca3228d84 \
+    --hash=sha256:60a80bb4feacbef5e1447a3f82c33209c8b7e07f28d805cfd1fb951e5cb443aa \
+    --hash=sha256:61c2fd96d72b983a9891b2598f286befd4ad262161a609c92dc1652544b46b76 \
+    --hash=sha256:63d141b56ef686f7f0d714cfb8de4e320475b86bf4b620aa0b7da89af8cbdbbb \
+    --hash=sha256:6c4d8458b97a35717b62469a4ea0e85abd5ed8687277f5ccfc67f8a5126f8c53 \
+    --hash=sha256:710246ba0616e86891b58ab95f2495143bb2bc83ab6b06747c74216f583a6ac9 \
+    --hash=sha256:734be7551687c00fbd760dc0522ed974f82ad230d4a10f54bf51b80d44a08702 \
+    --hash=sha256:7cadd7e9a44ec13b621aec60f9150e744cfc7a3dd32924a7e2f45edff31823b0 \
+    --hash=sha256:81526c4afd31971f8b62671442a4b2b51e0aa9acc3819c9f0f12a28b6fcf85f1 \
+    --hash=sha256:970762605cff1ca0d3f71ed4f3a769ea8f85fc8e6348f6e110b8fea7e6eb5a14 \
+    --hash=sha256:a3096110bf9eac0070b7208465f2740e2d8a670d5cb6530b5bb884eca495fd39 \
+    --hash=sha256:a4785e1d6547d8427c5208b748ae2efb64659a21bd82bf440d4262d02bfa02a4 \
+    --hash=sha256:a727a73cbdba2f7458dc82449e2315899d5140b449015d822f515749a46cbbe0 \
+    --hash=sha256:ae37e833ff4fed0ba352f6bdd8b73ba3ab3256a85e54edfd1ab51ae40cca0af8 \
+    --hash=sha256:aff4e6f4d722e0652707d7bcb190c445fe58428500c6d16005b02401764b1b3d \
+    --hash=sha256:b35d14bb5d8285d9494fe93815a9e9307c0876e10f1e8e89ac5b88f728ec8dcf \
+    --hash=sha256:b444dc64c079e84df91baa8bf613d58405645461cabca929d9178f2cd392398d \
+    --hash=sha256:b5329e26898896f06035241a626d7c335daa479b9bbc82be7c2742d048e41172 \
+    --hash=sha256:b5918ba197c951dec132b0c5929a00c0bf05d5942f590d3c10a807f6e15a57d3 \
+    --hash=sha256:b75c347eff42497452116ce05ef461822d97ce5b9ff8df6edacb8076092c855d \
+    --hash=sha256:c3b723df9087a9a9a840e263ebd9f88b64a12075d1bf2ea401a5a42f254f084d \
+    --hash=sha256:c934008c733b8bbea273ea308b73b3156f0181e5b72960790b09c18a2794fe1e \
+    --hash=sha256:d1478075142e83a5571782ad007fb201ed074bdeac7ebcc8890c71442e96adf7 \
+    --hash=sha256:d606a041c89c0a474a4702d532ab7e73a14fe35c8d427b972a625c8e46373668 \
+    --hash=sha256:db0dbfd2a6cdf3770aa60464d50333d8f3d9165b2f2671bcc299b72de5a6677b \
+    --hash=sha256:dbbd4aa20ca51e63b53bbde6a0fa4254b1aaabb74d2f542df7a7959feb1d760c \
+    --hash=sha256:dbc20dea3b9e27d0e66d74c42b2d0c1bed9c2ffe92adea33633e3bedeb5ac235 \
+    --hash=sha256:deeca1b5a931fdf0c2212c8a659ade6d3b1edc21f0914ce71ef24456ca7a6535 \
+    --hash=sha256:ed72cb3f45190874eb579c64fa92d9df74e98fd63e2be7f62bce5ace0ade61df \
+    --hash=sha256:ef8b27695c3d3dc78403c9a7d5e59a62d5464a7e1123b4e0042763f7104dc74f \
+    --hash=sha256:f12b1a9e332c01e09510586f8ca9b108fd631fd656af82e452d7315ef6df5f9f \
+    --hash=sha256:f4753e73e34c8d83221ba58f232433fca2748be8b18dbca02d242ed153945043 \
+    --hash=sha256:f8d68083e49e16b84734eb1a4dcae4259a75c90fb6e2251ab9a00b61120c06ab
+    # via
+    #   microdf-python
+    #   policyengine
+    #   policyengine-core
+    #   policyengine-us
+    #   spm-calculator
+parso==0.8.7 \
+    --hash=sha256:a8926eb2a1b915486941fdbd31e86a4baf88fe8c210f25f2f35ecec5b574ca1c \
+    --hash=sha256:eaaac4c9fdd5e9e8852dc778d2d7405897ec510f2a298071453e5e3a07914bb1
+    # via jedi
+pexpect==4.9.0 ; sys_platform != 'emscripten' and sys_platform != 'win32' \
+    --hash=sha256:7236d1e080e4936be2dc3e326cec0af72acf9212a7e1d060210e70a47e253523 \
+    --hash=sha256:ee7d41123f3c9911050ea2c2dac107568dc43b2d3b0c7557a33212c398ead30f
+    # via ipython
+plotly==5.24.1 \
+    --hash=sha256:dbc8ac8339d248a4bcc36e08a5659bacfe1b079390b8953533f4eb22169b4bae \
+    --hash=sha256:f67073a1e637eb0dc3e46324d9d51e2fe76e9727c892dde64ddf1e1b51f29089
+    # via policyengine-core
+pluggy==1.6.0 \
+    --hash=sha256:7dcc130b76258d33b90f61b658791dede3486c3e6bfb003ee5c9bfb396dd22f3 \
+    --hash=sha256:e920276dd6813095e9377c0bc5566d94c932c33b27a3e3945d8389c374dd4746
+    # via pytest
+policyengine==4.4.2 \
+    --hash=sha256:403303224e94665521f7d648a54918df8f28c56b97a83d29799d66cfd92bb7a2 \
+    --hash=sha256:8f3273f1908352b24b0958527899d2444ade515b7e5cf94c1fb7b798604099c2
+    # via -r /var/folders/qf/7fglpnr94wsc5xgbqkp80xbw0000gn/T/tmphn58toex/requirements.in
+policyengine-core==3.26.1 \
+    --hash=sha256:185374b3c1fe13dc951637c49a9853211ca61a8a9971eb9cc4c4b07b1477240a \
+    --hash=sha256:dc4e3007bcd137cbe608042d067cedb889a9b8671db3d08c8e237f1ac3e324b4
+    # via
+    #   -r /var/folders/qf/7fglpnr94wsc5xgbqkp80xbw0000gn/T/tmphn58toex/requirements.in
+    #   policyengine-us
+policyengine-us==1.687.0 \
+    --hash=sha256:cac7da3aa9ba4bf57009eee75d798217bbef7e1c5ca17646d472fad715ab634f \
+    --hash=sha256:eb73607fcc54d72429af3830456f83b9ec9dd84161b6cfa86402637dfeb19fa7
+    # via -r /var/folders/qf/7fglpnr94wsc5xgbqkp80xbw0000gn/T/tmphn58toex/requirements.in
+prompt-toolkit==3.0.52 \
+    --hash=sha256:28cde192929c8e7321de85de1ddbe736f1375148b02f2e17edd840042b1be855 \
+    --hash=sha256:9aac639a3bbd33284347de5ad8d68ecc044b91a762dc39b7c21095fcd6a19955
+    # via ipython
+psutil==6.1.1 \
+    --hash=sha256:018aeae2af92d943fdf1da6b58665124897cfc94faa2ca92098838f83e1b1bca \
+    --hash=sha256:0bdd4eab935276290ad3cb718e9809412895ca6b5b334f5a9111ee6d9aff9377 \
+    --hash=sha256:1924e659d6c19c647e763e78670a05dbb7feaf44a0e9c94bf9e14dfc6ba50468 \
+    --hash=sha256:33431e84fee02bc84ea36d9e2c4a6d395d479c9dd9bba2376c1f6ee8f3a4e0b3 \
+    --hash=sha256:384636b1a64b47814437d1173be1427a7c83681b17a450bfc309a1953e329603 \
+    --hash=sha256:6d4281f5bbca041e2292be3380ec56a9413b790579b8e593b1784499d0005dac \
+    --hash=sha256:8be07491f6ebe1a693f17d4f11e69d0dc1811fa082736500f649f79df7735303 \
+    --hash=sha256:8df0178ba8a9e5bc84fed9cfa61d54601b371fbec5c8eebad27575f1e105c0d4 \
+    --hash=sha256:97f7cb9921fbec4904f522d972f0c0e1f4fabbdd4e0287813b21215074a0f160 \
+    --hash=sha256:9ccc4316f24409159897799b83004cb1e24f9819b0dcf9c0b68bdcb6cefee6a8 \
+    --hash=sha256:b6e06c20c05fe95a3d7302d74e7097756d4ba1247975ad6905441ae1b5b66003 \
+    --hash=sha256:c777eb75bb33c47377c9af68f30e9f11bc78e0f07fbf907be4a5d70b2fe5f030 \
+    --hash=sha256:ca9609c77ea3b8481ab005da74ed894035936223422dc591d6772b147421f777 \
+    --hash=sha256:cf8496728c18f2d0b45198f06895be52f36611711746b7f30c464b422b50e2f5 \
+    --hash=sha256:eaa912e0b11848c4d9279a93d7e2783df352b082f40111e078388701fd479e53 \
+    --hash=sha256:f35cfccb065fff93529d2afb4a2e89e363fe63ca1e4a5da22b603a85833c2649 \
+    --hash=sha256:fc0ed7fe2231a444fc219b9c42d0376e0a9a1a72f16c5cfa0f68d19f1a0663e8
+    # via
+    #   policyengine
+    #   policyengine-core
+ptyprocess==0.7.0 ; sys_platform != 'emscripten' and sys_platform != 'win32' \
+    --hash=sha256:4b41f3967fce3af57cc7e94b888626c18bf37a083e3651ca8feeb66d492fef35 \
+    --hash=sha256:5c5d0a3b48ceee0b48485e0c26037c0acd7d29765ca3fbb5cb3831d347423220
+    # via pexpect
+pure-eval==0.2.3 \
+    --hash=sha256:1db8e35b67b3d218d818ae653e27f06c3aa420901fa7b081ca98cbedc874e0d0 \
+    --hash=sha256:5f4e983f40564c576c7c8635ae88db5956bb2229d7e9237d03b3c0b0190eaf42
+    # via stack-data
+py-cpuinfo==9.0.0 \
+    --hash=sha256:3cdbbf3fac90dc6f118bfd64384f309edeadd902d7c8fb17f02ffa1fc3f49690 \
+    --hash=sha256:859625bc251f64e21f077d099d4162689c762b5d6a4c3c97553d56241c9674d5
+    # via tables
+pydantic==2.13.4 \
+    --hash=sha256:45a282cde31d808236fd7ea9d919b128653c8b38b393d1c4ab335c62924d9aba \
+    --hash=sha256:c40756b57adaa8b1efeeced5c196f3f3b7c435f90e84ea7f443901bec8099ef6
+    # via
+    #   blosc2
+    #   policyengine
+pydantic-core==2.46.4 \
+    --hash=sha256:00c603d540afdd6b80eb39f078f33ebd46211f02f33e34a32d9f053bba711de0 \
+    --hash=sha256:0186750b482eefa11d7f435892b09c5c606193ef3375bcf94aa00ae6bfb66262 \
+    --hash=sha256:041bde0a48fd37cf71cab1c9d56d3e8625a3793fef1f7dd232b3ff37e978ecda \
+    --hash=sha256:0c563b08bca408dc7f65f700633d8442fffb2421fc47b8101377e9fd65051ff0 \
+    --hash=sha256:0cbe8b01f948de4286c74cdd6c667aceb38f5c1e26f0693b3983d9d74887c65e \
+    --hash=sha256:0ce40cd7b21210e99342afafbd4d0f76d784eb5b1d60f3bdc566be4983c6c73b \
+    --hash=sha256:0e96592440881c74a213e5ad528e2b24d3d4f940de2766bed9010ab1d9e51594 \
+    --hash=sha256:10e17cbb10a330363733efc4d7c4d0dd827ac0909b8f6a6542298fed1ea62f29 \
+    --hash=sha256:133878133d271ade3d41d1bfb2a45ec38dbdbda40bc065921c6b04e4630127e2 \
+    --hash=sha256:14d4edf427bdcf950a8a02d7cb44a08614388dd6e1bdcbf4f67504fa7887da9c \
+    --hash=sha256:14f4c5d6db102bd796a627bbb3a17b4cf4574b9ae861d8b7c9a9661c6dd3362d \
+    --hash=sha256:17299feefe090f2caa5b8e37222bb5f663e4935a8bfa6931d4102e5df1a9f398 \
+    --hash=sha256:184c081504d17f1c1066e430e117142b2c77d9448a97f7b65c6ac9fd9aee238d \
+    --hash=sha256:18e5ceec2ab67e6d5f1a9085e5a24c9c4e2ac4545730bfe668680bca05e555f3 \
+    --hash=sha256:19e51f073cd3df251856a8a4189fbdf1de4012c3ebacfb1884f94f1eb406079f \
+    --hash=sha256:1a7dd0b3ee80d90150e3495a3a13ac34dbcbfd4f012996a6a1d8900e91b5c0fb \
+    --hash=sha256:1d8ba486450b14f3b1d63bc521d410ec7565e52f887b9fb671791886436a42f7 \
+    --hash=sha256:2108ba5c1c1eca18030634489dc544844144ee36357f2f9f780b93e7ddbb44b5 \
+    --hash=sha256:228ee9bae8bef5b1e97ec58302f80357c37199e0d0a99174e138d28e6957b9d9 \
+    --hash=sha256:23ace664830ee0bfe014a0c7bc248b1f7f25ed7ad103852c317624a1083af462 \
+    --hash=sha256:2412e734dcb48da14d4e4006b82b46b74f2518b8a26ee7e58c6844a6cd6d03c4 \
+    --hash=sha256:29c61fc04a3d840155ff08e475a04809278972fe6aef51e2720554e96367e34b \
+    --hash=sha256:2f84c03c8607173d16b5a854ec68a2f9079ae03237a54fb506d13af47e1d018d \
+    --hash=sha256:3009f12e4e90b7f88b4f9adb1b0c4a3d58fe7820f3238c190047209d148026df \
+    --hash=sha256:3245406455a5d98187ec35530fd772b1d799b26667980872c8d4614991e2c4a2 \
+    --hash=sha256:3447661d99f75a3683a4cf5c87da72f2161964611864dbbeac7fbb118bb4bfc0 \
+    --hash=sha256:372429a130e469c9cd698925ce5fc50940b7a1336b0d82038e63d5bbc4edc519 \
+    --hash=sha256:395aebd9183f9d112f569aeb5b2214d1a10a33bec8456447f7fbdfa51d38d4cd \
+    --hash=sha256:3a233125ac121aa3ffba9a2b59edfc4a985a76092dc8279586ab4b71390875e7 \
+    --hash=sha256:3be77f45df024d789a672ae34f8b06fb346c4f9f46ea714956660ea4862e89ac \
+    --hash=sha256:3bf92c5d0e00fefaab325a4d27828fe6b6e2a21848686b5b60d2d9eeb09d76c6 \
+    --hash=sha256:3ecbc122d18468d06ca279dc26a8c2e2d5acb10943bb35e36ae92096dc3b5565 \
+    --hash=sha256:3fb702cd90b0446a3a1c5e470bfa0dd23c0233b676a9099ddcc964fa6ca13898 \
+    --hash=sha256:428e04521a40150c85216fc8b85e8d39fece235a9cf5e383761238c7fa9b96fb \
+    --hash=sha256:432c179df7874eeb73307aad2df0755e1ae0efa61ff0ea89b93e194411ae3928 \
+    --hash=sha256:4a05d69cba51d852c5c3e92758653245a50c0b646ced0cf05bd793ed592839d6 \
+    --hash=sha256:4c63ebc82684aa89d9a3bcbd13d515b3be44250dc68dd3bd81526c1cb31286c3 \
+    --hash=sha256:4fc73cb559bdb54b1134a706a2802a4cddd27a0633f5abb7e53056268751ac6a \
+    --hash=sha256:4fcbe087dbc2068af7eda3aa87634eba216dbda64d1ae73c8684b621d33f6596 \
+    --hash=sha256:56cb4851bcaf3d117eddcef4fe66afd750a50274b0da8e22be256d10e5611987 \
+    --hash=sha256:5855698a4856556d86e8e6cd8434bc3ac0314ee8e12089ae0e143f64c6256e4e \
+    --hash=sha256:5a4330cdbc57162e4b3aa303f588ba752257694c9c9be3e7ebb11b4aca659b5d \
+    --hash=sha256:5b712b53160b79a5850310b912a5ef8e57e56947c8ad690c227f5c9d7e561712 \
+    --hash=sha256:5d5902252db0d3cedf8d4a1bc68f70eeb430f7e4c7104c8c476753519b423008 \
+    --hash=sha256:617d7e2ca7dcb8c5cf6bcb8c59b8832c94b36196bbf1cbd1bfb56ed341905edd \
+    --hash=sha256:62f875393d7f270851f20523dd2e29f082bcc82292d66db2b64ea71f64b6e1c1 \
+    --hash=sha256:633147d34cf4550417f12e2b1a0383973bdf5cdfde212cb09e9a581cf10820be \
+    --hash=sha256:66ce7632c22d837c95301830e111ad0128a32b8207533b60896a96c4915192ea \
+    --hash=sha256:6b3ace8194b0e5204818c92802dcdca7fc6d88aabbb799d7c795540d9cd6d292 \
+    --hash=sha256:6f2eeda33a839975441c86a4119e1383c50b47faf0cbb5176985565c6bb02c33 \
+    --hash=sha256:7027560ee92211647d0d34e3f7cd6f50da56399d26a9c8ad0da286d3869a53f3 \
+    --hash=sha256:7283d57845ecf5a163403eb0702dfc220cc4fbdd18919cb5ccea4f95ee1cdab4 \
+    --hash=sha256:7a5f930472650a82629163023e630d160863fce524c616f4e5186e5de9d9a49b \
+    --hash=sha256:7bfb192b3f4b9e8a89b6277b6ce787564f62cfd272055f6e685726b111dc7826 \
+    --hash=sha256:811ff8e9c313ab425368bcbb36e5c4ebd7108c2bbf4e4089cfbb0b01eff63fac \
+    --hash=sha256:8233f2947cf85404441fd7e0085f53b10c93e0ee78611099b5c7237e36aacbf7 \
+    --hash=sha256:82cf5301172168103724d49a1444d3378cb20cdee30b116a1bd6031236298a5d \
+    --hash=sha256:8358a950c8909158e3df31538a7e4edc2d7265a7c54b47f0864d9e5bae9dcebf \
+    --hash=sha256:85bb3611ff1802f3ee7fdd7dbff26b56f343fb432d57a4728fdd49b6ef35e2f4 \
+    --hash=sha256:86e1a4418c6cd97d60c95c71164158eaf7324fae7b0923264016baa993eba6fc \
+    --hash=sha256:8b9bab013d1c7a79d3501ff86d0bc9c31bf587db4551677b96bec07df78c6b15 \
+    --hash=sha256:8c5dac79fa1614d1e06ca695109c6105923bd9c7d1d6c918d4e637b7e6b32fd3 \
+    --hash=sha256:8d0820e8192167f80d88d64038e609c31452eeca865b4e1d9950a27a4609b00b \
+    --hash=sha256:8daafc69c93ee8a0204506a3b6b30f586ef54028f52aeeeb5c4cfc5184fd5914 \
+    --hash=sha256:9037063db01f09b09e237c282b6792bd4da634b5402c4e7f0c61effed7701a04 \
+    --hash=sha256:905a0ed8ea6f2d61c1738835f99b699348d7857379083e5fc497fa0c967a407c \
+    --hash=sha256:90884113d8b48f760e9587002789ddd741e76ab9f89518cd1e43b1f1a52ec44b \
+    --hash=sha256:91a06d2e259ecfbd8c901d70c3c507900458498142b3026a296b7de4d1322cc9 \
+    --hash=sha256:926c9541b14b12b1681dca8a0b75feb510b06c6341b70a8e500c2fdcff837cce \
+    --hash=sha256:9401557acd873c3a7f3eb9383edef8ac4968f9510e340f4808d427e75667e7b4 \
+    --hash=sha256:9551187363ffc0de2a00b2e47c25aeaeb1020b69b668762966df15fc5659dd5a \
+    --hash=sha256:962ccbab7b642487b1d8b7df90ef677e03134cf1fd8880bf698649b22a69371f \
+    --hash=sha256:97e7cf2be5c77b7d1a9713a05605d49460d02c6078d38d8bef3cbe323c548424 \
+    --hash=sha256:9aa768456404a8bf48a4406685ac2bec8e72b62c69313734fa3b73cf33b3a894 \
+    --hash=sha256:9bc519fbf2b7578398853d815009ae5e4d4603d12f4e3f91da8c06852d3da3e9 \
+    --hash=sha256:9d56801be94b86a9da183e5f3766e6310752b99ff647e38b09a9500d88e46e76 \
+    --hash=sha256:9f444c499b3eefd3a92e348059471ea0c3a6e303d9c1cec09fa748fd9f895201 \
+    --hash=sha256:9fa8ae11da9e2b3126c6426f147e0fba88d96d65921799bb30c6abd1cb2c97fb \
+    --hash=sha256:a0f62d0a58f4e7da165457e995725421e0064f2255d8eccebc49f41bbc23b109 \
+    --hash=sha256:a396dcc17e5a0b164dbe026896245a4fa9ff402edca1dff0be3d53a517f74de4 \
+    --hash=sha256:aaa2a54443eff1950ba5ddc6b6ccda0d9c84a364276a62f969bdf2a390650848 \
+    --hash=sha256:ad785e92e6dc634c21555edc8bd6b64957ab844541bcb96a1366c202951ae526 \
+    --hash=sha256:af8244b2bef6aaad6d92cda81372de7f8c8d36c9f0c3ea36e827c60e7d9467a0 \
+    --hash=sha256:b078afbc25f3a1436c7a1d2cd3e322497ee99615ba97c563566fdf46aff1ee01 \
+    --hash=sha256:b2f69dec1725e79a012d920df1707de5caf7ed5e08f3be4435e25803efc47458 \
+    --hash=sha256:b8458003118a712e66286df6a707db01c52c0f52f7db8e4a38f0da1d3b94fc4e \
+    --hash=sha256:bb63e0198ca18aad131c089b9204c23079c3afa95487e561f4c522d519e55aba \
+    --hash=sha256:bfec22eab3c8cc2ceec0248aec886624116dc079afa027ecc8ad4a7e62010f8a \
+    --hash=sha256:c1747f85cee84c26985853c6f3d9bd3e75da5212912443fa111c113b9c246f39 \
+    --hash=sha256:c1b3f518abeca3aa13c712fd202306e145abf59a18b094a6bafb2d2bbf59192c \
+    --hash=sha256:c50f2528cf200c5eed56faf3f4e22fcd5f38c157a8b78576e6ba3168ec35f000 \
+    --hash=sha256:c68fcd102d71ea85c5b2dfac3f4f8476eff42a9e078fd5faefff6d145063536b \
+    --hash=sha256:c7a7bd4e39e8e4c12c39cd480356842b6a8a06e41b23a55a5e3e191718838ddf \
+    --hash=sha256:c94f0688e7b8d0a67abf40e57a7eaaecd17cc9586706a31b76c031f63df052b4 \
+    --hash=sha256:cbaf13819775b7f769bf4a1f066cb6df7a28d4480081a589828ef190226881cd \
+    --hash=sha256:cd2213145bcc2ba85884d0ac63d222fece9209678f77b9b4d76f054c561adb28 \
+    --hash=sha256:ce5c1d2a8b27468f433ca974829c44060b8097eedc39933e3c206a90ee49c4a9 \
+    --hash=sha256:d396ec2b979760aaf3218e76c24e65bd0aca24983298653b3a9d7a45f9e47b30 \
+    --hash=sha256:d51026d73fcfd93610abc7b27789c26b313920fcfb20e27462d74a7f8b06e983 \
+    --hash=sha256:d80ee3d731373b24cebbc10d689ca4ee1875caf0d5703a245db18efd4dd37fc1 \
+    --hash=sha256:d995260fdf4e1db774581b4900e0f832abe3c7c84996726bbc161b19c8f29e76 \
+    --hash=sha256:da4b951fe36dc7c3a1ccb4e3cd1747c3542b8c9ceede8fc86cae054e764485f5 \
+    --hash=sha256:daa27d92c36f24388fe3ad306b174781c747627f134452e4f128ea00ce1fe8c4 \
+    --hash=sha256:db06ffe51636ffe9ca531fe9023dd64bdd794be8754cb5df57c5498ae5b518a7 \
+    --hash=sha256:e0d65b8c354be7fb5f720c3caa8bc940bc2d20ce749c8e06135f07f8ed95dd7c \
+    --hash=sha256:e68b7a074f65a2fd746c52a7ce6142ab7006074ac269ace0c25cd8ba171f8066 \
+    --hash=sha256:e739fee756ba1010f8bcccb534252e85a35fe45ae92c295a06059ce58b74ccd3 \
+    --hash=sha256:e846ae7835bf0703ae43f534ab79a867146dadd59dc9ca5c8b53d5c8f7c9ef02 \
+    --hash=sha256:e9c26f834c65f5752f3f06cb08cb86a913ceb7274d0db6e267808a708b46bc89 \
+    --hash=sha256:ea793e075b70290d89d8142074262885d3f7da19634845135751bd6344f73b50 \
+    --hash=sha256:f027324c56cd5406ca49c124b0db10e56c69064fec039acc571c29020cc87c76 \
+    --hash=sha256:f13a646d65d09fbf1bc6b3a9635d30095c8e7e5cc419ff35ecc563c5fd04cd49 \
+    --hash=sha256:f47286a97f0bc9b8859519809077b91b2cefe4ae47fcbf5e466a009c1c5d742b \
+    --hash=sha256:f747929cf940cddb5b3668a390056ddd5ba2e5010615ea2dcf4f9c4f3ab8791d \
+    --hash=sha256:f99626688942fb746e545232e7726926f3be91b5975f8b55327665fafda991c7 \
+    --hash=sha256:f9fa868638bf362d3d138ea55829cefb3d5f4b0d7f142234382a15e2485dbec4 \
+    --hash=sha256:fbdb89b3e1c94a30cc5edfce477c6e6a5dc4d8f84665b455c27582f211a1c72c \
+    --hash=sha256:fc010ab034c8c7452522748bf937df58020d256ccae0874463d1f4d01758af8e \
+    --hash=sha256:fc3e9034a63de20e15e8ade85358bc6efc614008cab72898b4b4952bea0509ff \
+    --hash=sha256:fd8b3d9fd264be37976686c7f65cd52a83f5e84f4bfd2adf9c1d469676bbb6ae
+    # via pydantic
+pygments==2.20.0 \
+    --hash=sha256:6757cd03768053ff99f3039c1a36d6c0aa0b263438fcab17520b30a303a82b5f \
+    --hash=sha256:81a9e26dd42fd28a23a2d169d86d7ac03b46e2f8b59ed4698fb4785f946d0176
+    # via
+    #   ipython
+    #   pytest
+    #   rich
+pytest==8.4.2 \
+    --hash=sha256:86c0d0b93306b961d58d62a4db4879f27fe25513d4b969df351abdddb3c30e01 \
+    --hash=sha256:872f880de3fc3a5bdc88a11b39c9710c3497a547cfa9320bc3c5e62fbf272e79
+    # via policyengine-core
+python-dateutil==2.9.0.post0 \
+    --hash=sha256:37dd54208da7e1cd875388217d5e00ebd4179249f90fb72437e91a35459a0ad3 \
+    --hash=sha256:a8b2bc7bffae282281c8140a97d3aa9c14da0b136dfe83f850eea9a5f7470427
+    # via pandas
+pyvis==0.3.2 \
+    --hash=sha256:5720c4ca8161dc5d9ab352015723abb7a8bb8fb443edeb07f7a322db34a97555
+    # via policyengine-core
+pyyaml==6.0.3 \
+    --hash=sha256:00c4bdeba853cc34e7dd471f16b4114f4162dc03e6b7afcc2128711f0eca823c \
+    --hash=sha256:0150219816b6a1fa26fb4699fb7daa9caf09eb1999f3b70fb6e786805e80375a \
+    --hash=sha256:02893d100e99e03eda1c8fd5c441d8c60103fd175728e23e431db1b589cf5ab3 \
+    --hash=sha256:02ea2dfa234451bbb8772601d7b8e426c2bfa197136796224e50e35a78777956 \
+    --hash=sha256:0f29edc409a6392443abf94b9cf89ce99889a1dd5376d94316ae5145dfedd5d6 \
+    --hash=sha256:10892704fc220243f5305762e276552a0395f7beb4dbf9b14ec8fd43b57f126c \
+    --hash=sha256:16249ee61e95f858e83976573de0f5b2893b3677ba71c9dd36b9cf8be9ac6d65 \
+    --hash=sha256:1d37d57ad971609cf3c53ba6a7e365e40660e3be0e5175fa9f2365a379d6095a \
+    --hash=sha256:1ebe39cb5fc479422b83de611d14e2c0d3bb2a18bbcb01f229ab3cfbd8fee7a0 \
+    --hash=sha256:214ed4befebe12df36bcc8bc2b64b396ca31be9304b8f59e25c11cf94a4c033b \
+    --hash=sha256:2283a07e2c21a2aa78d9c4442724ec1eb15f5e42a723b99cb3d822d48f5f7ad1 \
+    --hash=sha256:22ba7cfcad58ef3ecddc7ed1db3409af68d023b7f940da23c6c2a1890976eda6 \
+    --hash=sha256:27c0abcb4a5dac13684a37f76e701e054692a9b2d3064b70f5e4eb54810553d7 \
+    --hash=sha256:28c8d926f98f432f88adc23edf2e6d4921ac26fb084b028c733d01868d19007e \
+    --hash=sha256:2e71d11abed7344e42a8849600193d15b6def118602c4c176f748e4583246007 \
+    --hash=sha256:34d5fcd24b8445fadc33f9cf348c1047101756fd760b4dacb5c3e99755703310 \
+    --hash=sha256:37503bfbfc9d2c40b344d06b2199cf0e96e97957ab1c1b546fd4f87e53e5d3e4 \
+    --hash=sha256:3c5677e12444c15717b902a5798264fa7909e41153cdf9ef7ad571b704a63dd9 \
+    --hash=sha256:3ff07ec89bae51176c0549bc4c63aa6202991da2d9a6129d7aef7f1407d3f295 \
+    --hash=sha256:41715c910c881bc081f1e8872880d3c650acf13dfa8214bad49ed4cede7c34ea \
+    --hash=sha256:418cf3f2111bc80e0933b2cd8cd04f286338bb88bdc7bc8e6dd775ebde60b5e0 \
+    --hash=sha256:44edc647873928551a01e7a563d7452ccdebee747728c1080d881d68af7b997e \
+    --hash=sha256:4a2e8cebe2ff6ab7d1050ecd59c25d4c8bd7e6f400f5f82b96557ac0abafd0ac \
+    --hash=sha256:4ad1906908f2f5ae4e5a8ddfce73c320c2a1429ec52eafd27138b7f1cbe341c9 \
+    --hash=sha256:501a031947e3a9025ed4405a168e6ef5ae3126c59f90ce0cd6f2bfc477be31b7 \
+    --hash=sha256:5190d403f121660ce8d1d2c1bb2ef1bd05b5f68533fc5c2ea899bd15f4399b35 \
+    --hash=sha256:5498cd1645aa724a7c71c8f378eb29ebe23da2fc0d7a08071d89469bf1d2defb \
+    --hash=sha256:5cf4e27da7e3fbed4d6c3d8e797387aaad68102272f8f9752883bc32d61cb87b \
+    --hash=sha256:5e0b74767e5f8c593e8c9b5912019159ed0533c70051e9cce3e8b6aa699fcd69 \
+    --hash=sha256:5ed875a24292240029e4483f9d4a4b8a1ae08843b9c54f43fcc11e404532a8a5 \
+    --hash=sha256:5fcd34e47f6e0b794d17de1b4ff496c00986e1c83f7ab2fb8fcfe9616ff7477b \
+    --hash=sha256:5fdec68f91a0c6739b380c83b951e2c72ac0197ace422360e6d5a959d8d97b2c \
+    --hash=sha256:6344df0d5755a2c9a276d4473ae6b90647e216ab4757f8426893b5dd2ac3f369 \
+    --hash=sha256:64386e5e707d03a7e172c0701abfb7e10f0fb753ee1d773128192742712a98fd \
+    --hash=sha256:652cb6edd41e718550aad172851962662ff2681490a8a711af6a4d288dd96824 \
+    --hash=sha256:66291b10affd76d76f54fad28e22e51719ef9ba22b29e1d7d03d6777a9174198 \
+    --hash=sha256:66e1674c3ef6f541c35191caae2d429b967b99e02040f5ba928632d9a7f0f065 \
+    --hash=sha256:6adc77889b628398debc7b65c073bcb99c4a0237b248cacaf3fe8a557563ef6c \
+    --hash=sha256:79005a0d97d5ddabfeeea4cf676af11e647e41d81c9a7722a193022accdb6b7c \
+    --hash=sha256:7c6610def4f163542a622a73fb39f534f8c101d690126992300bf3207eab9764 \
+    --hash=sha256:7f047e29dcae44602496db43be01ad42fc6f1cc0d8cd6c83d342306c32270196 \
+    --hash=sha256:8098f252adfa6c80ab48096053f512f2321f0b998f98150cea9bd23d83e1467b \
+    --hash=sha256:850774a7879607d3a6f50d36d04f00ee69e7fc816450e5f7e58d7f17f1ae5c00 \
+    --hash=sha256:8d1fab6bb153a416f9aeb4b8763bc0f22a5586065f86f7664fc23339fc1c1fac \
+    --hash=sha256:8da9669d359f02c0b91ccc01cac4a67f16afec0dac22c2ad09f46bee0697eba8 \
+    --hash=sha256:8dc52c23056b9ddd46818a57b78404882310fb473d63f17b07d5c40421e47f8e \
+    --hash=sha256:9149cad251584d5fb4981be1ecde53a1ca46c891a79788c0df828d2f166bda28 \
+    --hash=sha256:93dda82c9c22deb0a405ea4dc5f2d0cda384168e466364dec6255b293923b2f3 \
+    --hash=sha256:96b533f0e99f6579b3d4d4995707cf36df9100d67e0c8303a0c55b27b5f99bc5 \
+    --hash=sha256:9c57bb8c96f6d1808c030b1687b9b5fb476abaa47f0db9c0101f5e9f394e97f4 \
+    --hash=sha256:9c7708761fccb9397fe64bbc0395abcae8c4bf7b0eac081e12b809bf47700d0b \
+    --hash=sha256:9f3bfb4965eb874431221a3ff3fdcddc7e74e3b07799e0e84ca4a0f867d449bf \
+    --hash=sha256:a33284e20b78bd4a18c8c2282d549d10bc8408a2a7ff57653c0cf0b9be0afce5 \
+    --hash=sha256:a80cb027f6b349846a3bf6d73b5e95e782175e52f22108cfa17876aaeff93702 \
+    --hash=sha256:b30236e45cf30d2b8e7b3e85881719e98507abed1011bf463a8fa23e9c3e98a8 \
+    --hash=sha256:b3bc83488de33889877a0f2543ade9f70c67d66d9ebb4ac959502e12de895788 \
+    --hash=sha256:b865addae83924361678b652338317d1bd7e79b1f4596f96b96c77a5a34b34da \
+    --hash=sha256:b8bb0864c5a28024fac8a632c443c87c5aa6f215c0b126c449ae1a150412f31d \
+    --hash=sha256:ba1cc08a7ccde2d2ec775841541641e4548226580ab850948cbfda66a1befcdc \
+    --hash=sha256:bdb2c67c6c1390b63c6ff89f210c8fd09d9a1217a465701eac7316313c915e4c \
+    --hash=sha256:c1ff362665ae507275af2853520967820d9124984e0f7466736aea23d8611fba \
+    --hash=sha256:c2514fceb77bc5e7a2f7adfaa1feb2fb311607c9cb518dbc378688ec73d8292f \
+    --hash=sha256:c3355370a2c156cffb25e876646f149d5d68f5e0a3ce86a5084dd0b64a994917 \
+    --hash=sha256:c458b6d084f9b935061bc36216e8a69a7e293a2f1e68bf956dcd9e6cbcd143f5 \
+    --hash=sha256:d0eae10f8159e8fdad514efdc92d74fd8d682c933a6dd088030f3834bc8e6b26 \
+    --hash=sha256:d76623373421df22fb4cf8817020cbb7ef15c725b9d5e45f17e189bfc384190f \
+    --hash=sha256:ebc55a14a21cb14062aa4162f906cd962b28e2e9ea38f9b4391244cd8de4ae0b \
+    --hash=sha256:eda16858a3cab07b80edaf74336ece1f986ba330fdb8ee0d6c0d68fe82bc96be \
+    --hash=sha256:ee2922902c45ae8ccada2c5b501ab86c36525b883eff4255313a253a3160861c \
+    --hash=sha256:efd7b85f94a6f21e4932043973a7ba2613b059c4a000551892ac9f1d11f5baf3 \
+    --hash=sha256:f7057c9a337546edc7973c0d3ba84ddcdf0daa14533c2065749c9075001090e6 \
+    --hash=sha256:fa160448684b4e94d80416c0fa4aac48967a969efe22931448d853ada8baf926 \
+    --hash=sha256:fc09d0aa354569bc501d4e787133afc08552722d3ab34836a80547331bb5d4a0
+    # via huggingface-hub
+referencing==0.37.0 \
+    --hash=sha256:381329a9f99628c9069361716891d34ad94af76e461dcb0335825aecc7692231 \
+    --hash=sha256:44aefc3142c5b842538163acb373e24cce6632bd54bdb01b21ad5863489f50d8
+    # via
+    #   jsonschema
+    #   jsonschema-specifications
+requests==2.33.1 \
+    --hash=sha256:18817f8c57c6263968bc123d237e3b8b08ac046f5456bd1e307ee8f4250d3517 \
+    --hash=sha256:4e6d1ef462f3626a1f0a0a9c42dd93c63bad33f9f1c1937509b8c5c8718ab56a
+    # via
+    #   blosc2
+    #   census
+    #   policyengine
+    #   policyengine-core
+    #   spm-calculator
+rich==15.0.0 \
+    --hash=sha256:33bd4ef74232fb73fe9279a257718407f169c09b78a87ad3d296f548e27de0bb \
+    --hash=sha256:edd07a4824c6b40189fb7ac9bc4c52536e9780fbbfbddf6f1e2502c31b068c36
+    # via typer
+rpds-py==0.30.0 \
+    --hash=sha256:07ae8a593e1c3c6b82ca3292efbe73c30b61332fd612e05abee07c79359f292f \
+    --hash=sha256:0a59119fc6e3f460315fe9d08149f8102aa322299deaa5cab5b40092345c2136 \
+    --hash=sha256:0c0e95f6819a19965ff420f65578bacb0b00f251fefe2c8b23347c37174271f3 \
+    --hash=sha256:0d08f00679177226c4cb8c5265012eea897c8ca3b93f429e546600c971bcbae7 \
+    --hash=sha256:0ed177ed9bded28f8deb6ab40c183cd1192aa0de40c12f38be4d59cd33cb5c65 \
+    --hash=sha256:12f90dd7557b6bd57f40abe7747e81e0c0b119bef015ea7726e69fe550e394a4 \
+    --hash=sha256:1726859cd0de969f88dc8673bdd954185b9104e05806be64bcd87badbe313169 \
+    --hash=sha256:1ab5b83dbcf55acc8b08fc62b796ef672c457b17dbd7820a11d6c52c06839bdf \
+    --hash=sha256:1b151685b23929ab7beec71080a8889d4d6d9fa9a983d213f07121205d48e2c4 \
+    --hash=sha256:1f3587eb9b17f3789ad50824084fa6f81921bbf9a795826570bda82cb3ed91f2 \
+    --hash=sha256:250fa00e9543ac9b97ac258bd37367ff5256666122c2d0f2bc97577c60a1818c \
+    --hash=sha256:2771c6c15973347f50fece41fc447c054b7ac2ae0502388ce3b6738cd366e3d4 \
+    --hash=sha256:27f4b0e92de5bfbc6f86e43959e6edd1425c33b5e69aab0984a72047f2bcf1e3 \
+    --hash=sha256:2e6ecb5a5bcacf59c3f912155044479af1d0b6681280048b338b28e364aca1f6 \
+    --hash=sha256:32c8528634e1bf7121f3de08fa85b138f4e0dc47657866630611b03967f041d7 \
+    --hash=sha256:33f559f3104504506a44bb666b93a33f5d33133765b0c216a5bf2f1e1503af89 \
+    --hash=sha256:3896fa1be39912cf0757753826bc8bdc8ca331a28a7c4ae46b7a21280b06bb85 \
+    --hash=sha256:389a2d49eded1896c3d48b0136ead37c48e221b391c052fba3f4055c367f60a6 \
+    --hash=sha256:39c02563fc592411c2c61d26b6c5fe1e51eaa44a75aa2c8735ca88b0d9599daa \
+    --hash=sha256:3adbb8179ce342d235c31ab8ec511e66c73faa27a47e076ccc92421add53e2bb \
+    --hash=sha256:3d4a69de7a3e50ffc214ae16d79d8fbb0922972da0356dcf4d0fdca2878559c6 \
+    --hash=sha256:3e62880792319dbeb7eb866547f2e35973289e7d5696c6e295476448f5b63c87 \
+    --hash=sha256:3e8eeb0544f2eb0d2581774be4c3410356eba189529a6b3e36bbbf9696175856 \
+    --hash=sha256:422c3cb9856d80b09d30d2eb255d0754b23e090034e1deb4083f8004bd0761e4 \
+    --hash=sha256:4559c972db3a360808309e06a74628b95eaccbf961c335c8fe0d590cf587456f \
+    --hash=sha256:46e83c697b1f1c72b50e5ee5adb4353eef7406fb3f2043d64c33f20ad1c2fc53 \
+    --hash=sha256:47b0ef6231c58f506ef0b74d44e330405caa8428e770fec25329ed2cb971a229 \
+    --hash=sha256:47e77dc9822d3ad616c3d5759ea5631a75e5809d5a28707744ef79d7a1bcfcad \
+    --hash=sha256:47f236970bccb2233267d89173d3ad2703cd36a0e2a6e92d0560d333871a3d23 \
+    --hash=sha256:47f9a91efc418b54fb8190a6b4aa7813a23fb79c51f4bb84e418f5476c38b8db \
+    --hash=sha256:495aeca4b93d465efde585977365187149e75383ad2684f81519f504f5c13038 \
+    --hash=sha256:4c5f36a861bc4b7da6516dbdf302c55313afa09b81931e8280361a4f6c9a2d27 \
+    --hash=sha256:4cc2206b76b4f576934f0ed374b10d7ca5f457858b157ca52064bdfc26b9fc00 \
+    --hash=sha256:4e7fc54e0900ab35d041b0601431b0a0eb495f0851a0639b6ef90f7741b39a18 \
+    --hash=sha256:51a1234d8febafdfd33a42d97da7a43f5dcb120c1060e352a3fbc0c6d36e2083 \
+    --hash=sha256:55f66022632205940f1827effeff17c4fa7ae1953d2b74a8581baaefb7d16f8c \
+    --hash=sha256:58edca431fb9b29950807e301826586e5bbf24163677732429770a697ffe6738 \
+    --hash=sha256:5965af57d5848192c13534f90f9dd16464f3c37aaf166cc1da1cae1fd5a34898 \
+    --hash=sha256:5ba103fb455be00f3b1c2076c9d4264bfcb037c976167a6047ed82f23153f02e \
+    --hash=sha256:5d4c2aa7c50ad4728a094ebd5eb46c452e9cb7edbfdb18f9e1221f597a73e1e7 \
+    --hash=sha256:61046904275472a76c8c90c9ccee9013d70a6d0f73eecefd38c1ae7c39045a08 \
+    --hash=sha256:613aa4771c99f03346e54c3f038e4cc574ac09a3ddfb0e8878487335e96dead6 \
+    --hash=sha256:626a7433c34566535b6e56a1b39a7b17ba961e97ce3b80ec62e6f1312c025551 \
+    --hash=sha256:669b1805bd639dd2989b281be2cfd951c6121b65e729d9b843e9639ef1fd555e \
+    --hash=sha256:679ae98e00c0e8d68a7fda324e16b90fd5260945b45d3b824c892cec9eea3288 \
+    --hash=sha256:67b02ec25ba7a9e8fa74c63b6ca44cf5707f2fbfadae3ee8e7494297d56aa9df \
+    --hash=sha256:68f19c879420aa08f61203801423f6cd5ac5f0ac4ac82a2368a9fcd6a9a075e0 \
+    --hash=sha256:692bef75a5525db97318e8cd061542b5a79812d711ea03dbc1f6f8dbb0c5f0d2 \
+    --hash=sha256:6abc8880d9d036ecaafe709079969f56e876fcf107f7a8e9920ba6d5a3878d05 \
+    --hash=sha256:6bdfdb946967d816e6adf9a3d8201bfad269c67efe6cefd7093ef959683c8de0 \
+    --hash=sha256:6de2a32a1665b93233cde140ff8b3467bdb9e2af2b91079f0333a0974d12d464 \
+    --hash=sha256:73c67f2db7bc334e518d097c6d1e6fed021bbc9b7d678d6cc433478365d1d5f5 \
+    --hash=sha256:74a3243a411126362712ee1524dfc90c650a503502f135d54d1b352bd01f2404 \
+    --hash=sha256:76fec018282b4ead0364022e3c54b60bf368b9d926877957a8624b58419169b7 \
+    --hash=sha256:7c64d38fb49b6cdeda16ab49e35fe0da2e1e9b34bc38bd78386530f218b37139 \
+    --hash=sha256:7cee9c752c0364588353e627da8a7e808a66873672bcb5f52890c33fd965b394 \
+    --hash=sha256:7e6ecfcb62edfd632e56983964e6884851786443739dbfe3582947e87274f7cb \
+    --hash=sha256:806f36b1b605e2d6a72716f321f20036b9489d29c51c91f4dd29a3e3afb73b15 \
+    --hash=sha256:858738e9c32147f78b3ac24dc0edb6610000e56dc0f700fd5f651d0a0f0eb9ff \
+    --hash=sha256:8d6d1cc13664ec13c1b84241204ff3b12f9bb82464b8ad6e7a5d3486975c2eed \
+    --hash=sha256:9027da1ce107104c50c81383cae773ef5c24d296dd11c99e2629dbd7967a20c6 \
+    --hash=sha256:922e10f31f303c7c920da8981051ff6d8c1a56207dbdf330d9047f6d30b70e5e \
+    --hash=sha256:945dccface01af02675628334f7cf49c2af4c1c904748efc5cf7bbdf0b579f95 \
+    --hash=sha256:946fe926af6e44f3697abbc305ea168c2c31d3e3ef1058cf68f379bf0335a78d \
+    --hash=sha256:95f0802447ac2d10bcc69f6dc28fe95fdf17940367b21d34e34c737870758950 \
+    --hash=sha256:9854cf4f488b3d57b9aaeb105f06d78e5529d3145b1e4a41750167e8c213c6d3 \
+    --hash=sha256:993914b8e560023bc0a8bf742c5f303551992dcb85e247b1e5c7f4a7d145bda5 \
+    --hash=sha256:99b47d6ad9a6da00bec6aabe5a6279ecd3c06a329d4aa4771034a21e335c3a97 \
+    --hash=sha256:9a4e86e34e9ab6b667c27f3211ca48f73dba7cd3d90f8d5b11be56e5dbc3fb4e \
+    --hash=sha256:9cf69cdda1f5968a30a359aba2f7f9aa648a9ce4b580d6826437f2b291cfc86e \
+    --hash=sha256:a090322ca841abd453d43456ac34db46e8b05fd9b3b4ac0c78bcde8b089f959b \
+    --hash=sha256:a1010ed9524c73b94d15919ca4d41d8780980e1765babf85f9a2f90d247153dd \
+    --hash=sha256:a161f20d9a43006833cd7068375a94d035714d73a172b681d8881820600abfad \
+    --hash=sha256:a1d0bc22a7cdc173fedebb73ef81e07faef93692b8c1ad3733b67e31e1b6e1b8 \
+    --hash=sha256:a2bffea6a4ca9f01b3f8e548302470306689684e61602aa3d141e34da06cf425 \
+    --hash=sha256:a452763cc5198f2f98898eb98f7569649fe5da666c2dc6b5ddb10fde5a574221 \
+    --hash=sha256:a4796a717bf12b9da9d3ad002519a86063dcac8988b030e405704ef7d74d2d9d \
+    --hash=sha256:a51033ff701fca756439d641c0ad09a41d9242fa69121c7d8769604a0a629825 \
+    --hash=sha256:a8fa71a2e078c527c3e9dc9fc5a98c9db40bcc8a92b4e8858e36d329f8684b51 \
+    --hash=sha256:ac37f9f516c51e5753f27dfdef11a88330f04de2d564be3991384b2f3535d02e \
+    --hash=sha256:ac98b175585ecf4c0348fd7b29c3864bda53b805c773cbf7bfdaffc8070c976f \
+    --hash=sha256:acd7eb3f4471577b9b5a41baf02a978e8bdeb08b4b355273994f8b87032000a8 \
+    --hash=sha256:ad1fa8db769b76ea911cb4e10f049d80bf518c104f15b3edb2371cc65375c46f \
+    --hash=sha256:b40fb160a2db369a194cb27943582b38f79fc4887291417685f3ad693c5a1d5d \
+    --hash=sha256:b4dc1a6ff022ff85ecafef7979a2c6eb423430e05f1165d6688234e62ba99a07 \
+    --hash=sha256:ba3af48635eb83d03f6c9735dfb21785303e73d22ad03d489e88adae6eab8877 \
+    --hash=sha256:ba81a9203d07805435eb06f536d95a266c21e5b2dfbf6517748ca40c98d19e31 \
+    --hash=sha256:c2262bdba0ad4fc6fb5545660673925c2d2a5d9e2e0fb603aad545427be0fc58 \
+    --hash=sha256:c77afbd5f5250bf27bf516c7c4a016813eb2d3e116139aed0096940c5982da94 \
+    --hash=sha256:ca28829ae5f5d569bb62a79512c842a03a12576375d5ece7d2cadf8abe96ec28 \
+    --hash=sha256:cdc62c8286ba9bf7f47befdcea13ea0e26bf294bda99758fd90535cbaf408000 \
+    --hash=sha256:d948b135c4693daff7bc2dcfc4ec57237a29bd37e60c2fabf5aff2bbacf3e2f1 \
+    --hash=sha256:d96c2086587c7c30d44f31f42eae4eac89b60dabbac18c7669be3700f13c3ce1 \
+    --hash=sha256:d9a0ca5da0386dee0655b4ccdf46119df60e0f10da268d04fe7cc87886872ba7 \
+    --hash=sha256:da279aa314f00acbb803da1e76fa18666778e8a8f83484fba94526da5de2cba7 \
+    --hash=sha256:dbd936cde57abfee19ab3213cf9c26be06d60750e60a8e4dd85d1ab12c8b1f40 \
+    --hash=sha256:dc4f992dfe1e2bc3ebc7444f6c7051b4bc13cd8e33e43511e8ffd13bf407010d \
+    --hash=sha256:dc824125c72246d924f7f796b4f63c1e9dc810c7d9e2355864b3c3a73d59ade0 \
+    --hash=sha256:dd8ff7cf90014af0c0f787eea34794ebf6415242ee1d6fa91eaba725cc441e84 \
+    --hash=sha256:dea5b552272a944763b34394d04577cf0f9bd013207bc32323b5a89a53cf9c2f \
+    --hash=sha256:dff13836529b921e22f15cb099751209a60009731a68519630a24d61f0b1b30a \
+    --hash=sha256:e0b65193a413ccc930671c55153a03ee57cecb49e6227204b04fae512eb657a7 \
+    --hash=sha256:e5d3e6b26f2c785d65cc25ef1e5267ccbe1b069c5c21b8cc724efee290554419 \
+    --hash=sha256:e7536cd91353c5273434b4e003cbda89034d67e7710eab8761fd918ec6c69cf8 \
+    --hash=sha256:eb0b93f2e5c2189ee831ee43f156ed34e2a89a78a66b98cadad955972548be5a \
+    --hash=sha256:eb2c4071ab598733724c08221091e8d80e89064cd472819285a9ab0f24bcedb9 \
+    --hash=sha256:ec7c4490c672c1a0389d319b3a9cfcd098dcdc4783991553c332a15acf7249be \
+    --hash=sha256:ee454b2a007d57363c2dfd5b6ca4a5d7e2c518938f8ed3b706e37e5d470801ed \
+    --hash=sha256:ee6af14263f25eedc3bb918a3c04245106a42dfd4f5c2285ea6f997b1fc3f89a \
+    --hash=sha256:f14fc5df50a716f7ece6a80b6c78bb35ea2ca47c499e422aa4463455dd96d56d \
+    --hash=sha256:f207f69853edd6f6700b86efb84999651baf3789e78a466431df1331608e5324 \
+    --hash=sha256:f251c812357a3fed308d684a5079ddfb9d933860fc6de89f2b7ab00da481e65f \
+    --hash=sha256:f83424d738204d9770830d35290ff3273fbb02b41f919870479fab14b9d303b2 \
+    --hash=sha256:f8d1736cfb49381ba528cd5baa46f82fdc65c06e843dab24dd70b63d09121b3f \
+    --hash=sha256:fe5fa731a1fa8a0a56b0977413f8cacac1768dad38d16b3a296712709476fbd5
+    # via
+    #   jsonschema
+    #   referencing
+shellingham==1.5.4 \
+    --hash=sha256:7ecfff8f2fd72616f7481040475a65b2bf8af90a56c89140852d1120324e8686 \
+    --hash=sha256:8dbca0739d487e5bd35ab3ca4b36e11c4078f3a234bfce294b0a0291363404de
+    # via typer
+six==1.17.0 \
+    --hash=sha256:4721f391ed90541fddacab5acf947aa0d3dc7d27b2e1e8eda2be8970586c3274 \
+    --hash=sha256:ff70335d468e7eb6ec65b95b99d3a2836546063f63acc5171de367e834932a81
+    # via python-dateutil
+sortedcontainers==2.4.0 \
+    --hash=sha256:25caa5a06cc30b6b83d11423433f65d1f9d76c4c6a0c90e3379eaa43b9bfdb88 \
+    --hash=sha256:a163dcaede0f1c021485e957a39245190e74249897e2ae4b2aa38595db237ee0
+    # via policyengine-core
+spm-calculator==0.3.1 \
+    --hash=sha256:41f2f4d00d8c03422a7d57b800052e7760b88e463a5884802f83ed58d35c18c1 \
+    --hash=sha256:52c57ecc5a240ec941b0f2b0d93bc4fa437ef6250e233baed8e11916fa9c1150
+    # via policyengine-us
+stack-data==0.6.3 \
+    --hash=sha256:836a778de4fec4dcd1dcd89ed8abff8a221f58308462e1c4aa2a3cf30148f0b9 \
+    --hash=sha256:d5558e0c25a4cb0853cddad3d77da9891a08cb85dd9f9f91b9f8cd66e511e695
+    # via ipython
+standard-imghdr==3.13.0 \
+    --hash=sha256:30a1bff5465605bb496f842a6ac3cc1f2131bf3025b0da28d4877d6d4b7cc8e9 \
+    --hash=sha256:8d9c68058d882f6fc3542a8d39ef9ff94d2187dc90bd0c851e0902776b7b7a42
+    # via policyengine-core
+tables==3.11.1 \
+    --hash=sha256:1e78fe190fdeb4afe430b79651bae2a4f341904eb85aa8dbafe5f1caee1c7f67 \
+    --hash=sha256:3a9c35f87fcb6a48c79fbc4e3ab15ca8f6053c4ce13063d6ca2ec36cbb58f40f \
+    --hash=sha256:4cf3218b76ba78d156d6ee75c19fb757d50682f6c7b4905370441afbfc9d77f3 \
+    --hash=sha256:56bf6fb9132ead989b7e76695d7613d6d08f071a8019038d6565ba90c66b9f3e \
+    --hash=sha256:78abcf413091bc7c1e4e8c10fbbb438d1ac0b5a87436c5b972c3e8253871b6fb \
+    --hash=sha256:7fa6cb03f6fe55ae4f85e89ec5450e5c40cc4c52d8c3b60eb157a445c2219e89 \
+    --hash=sha256:a4bbd95036a4d0cc5c86c1f87fbb490b4c53cd70982f1c01b3ed6dcb3085cbb9 \
+    --hash=sha256:a6f7a3b82dbf0ae0f30de635ca88bb42dd87938b0950369d0ee4289c52ae6de2 \
+    --hash=sha256:e3cfe79484351f7216eb8f3767bfa1217bfd271b04428f79cfa7ef6d7491919d \
+    --hash=sha256:eb30684c42a77bbecdef2b9c763c4372b0ddc9cc5bd8b2a2055f2042eee67217 \
+    --hash=sha256:f0367d2e3df0f10ea63ccf4279f3fe58e32ec481767320301a483e2b3cd83efc
+    # via policyengine-us
+tenacity==9.1.4 \
+    --hash=sha256:6095a360c919085f28c6527de529e76a06ad89b23659fa881ae0649b867a9d55 \
+    --hash=sha256:adb31d4c263f2bd041081ab33b498309a57c77f9acf2db65aadf0898179cf93a
+    # via plotly
+threadpoolctl==3.6.0 ; platform_machine != 'wasm32' \
+    --hash=sha256:43a0b8fd5a2928500110039e43a5eed8480b918967083ea48dc3ab9f13c4a7fb \
+    --hash=sha256:8ab8b4aa3491d812b623328249fab5302a68d2d71745c8a4c719a2fcaba9f44e
+    # via blosc2
+tqdm==4.67.3 \
+    --hash=sha256:7d825f03f89244ef73f1d4ce193cb1774a8179fd96f31d7e1dcde62092b960bb \
+    --hash=sha256:ee1e4c0e59148062281c49d80b25b67771a127c85fc9676d3be5f243206826bf
+    # via
+    #   huggingface-hub
+    #   policyengine-us
+traitlets==5.15.0 \
+    --hash=sha256:4fead733f81cf1c4c938e06f8ca4633896833c9d89eff878159457f4d4392971 \
+    --hash=sha256:fb36a18867a6803deab09f3c5e0fa81bb7b26a5c9e82501c9933f759166eff40
+    # via
+    #   ipython
+    #   matplotlib-inline
+typer==0.25.1 \
+    --hash=sha256:75caa44ed46a03fb2dab8808753ffacdbfea88495e74c85a28c5eefcf5f39c89 \
+    --hash=sha256:9616eb8853a09ffeabab1698952f33c6f29ffdbceb4eaeecf571880e8d7664cc
+    # via huggingface-hub
+typing-extensions==4.15.0 \
+    --hash=sha256:0cea48d173cc12fa28ecabc3b837ea3cf6f38c6d1136f85cbaaf598984861466 \
+    --hash=sha256:f0fa19c6845758ab08074a0cfa8b7aecb71c999ca73d62883bc25cc018c4e548
+    # via
+    #   huggingface-hub
+    #   pydantic
+    #   pydantic-core
+    #   typing-inspection
+typing-inspection==0.4.2 \
+    --hash=sha256:4ed1cacbdc298c220f1bd249ed5287caa16f34d44ef4e9c3d0cbad5b521545e7 \
+    --hash=sha256:ba561c48a67c5958007083d386c3295464928b01faa735ab8547c5692e87f464
+    # via pydantic
+tzdata==2026.2 ; sys_platform == 'emscripten' or sys_platform == 'win32' \
+    --hash=sha256:9173fde7d80d9018e02a662e168e5a2d04f87c41ea174b139fbef642eda62d10 \
+    --hash=sha256:bbe9af844f658da81a5f95019480da3a89415801f6cc966806612cc7169bffe7
+    # via pandas
+urllib3==2.7.0 \
+    --hash=sha256:231e0ec3b63ceb14667c67be60f2f2c40a518cb38b03af60abc813da26505f4c \
+    --hash=sha256:9fb4c81ebbb1ce9531cce37674bbc6f1360472bc18ca9a553ede278ef7276897
+    # via requests
+us==3.2.0 \
+    --hash=sha256:571714ad6d473c72bbd2058a53404cdf4ecc0129e4f19adfcbeb4e2d7e3dc3e7 \
+    --hash=sha256:cb223e85393dcc5171ead0dd212badc47f9667b23700fea3e7ea5f310d545338
+    # via spm-calculator
+wcwidth==0.7.0 \
+    --hash=sha256:5d69154c429a82910e241c738cd0e2976fac8a2dd47a1a805f4afed1c0f136f2 \
+    --hash=sha256:90e3a7ea092341c44b99562e75d09e4d5160fe7a3974c6fb842a101a95e7eed0
+    # via prompt-toolkit
+wheel==0.47.0 \
+    --hash=sha256:212281cab4dff978f6cedd499cd893e1f620791ca6ff7107cf270781e587eced \
+    --hash=sha256:cc72bd1009ba0cf63922e28f94d9d83b920aa2bb28f798a31d0691b02fa3c9b3
+    # via policyengine-core
diff --git a/src/policyengine/data/install/us/py313/pylock.toml b/src/policyengine/data/install/us/py313/pylock.toml
new file mode 100644
index 00000000..4345a49e
--- /dev/null
+++ b/src/policyengine/data/install/us/py313/pylock.toml
@@ -0,0 +1,1579 @@
+# This file was autogenerated by uv via the following command:
+#    uv pip compile /var/folders/qf/7fglpnr94wsc5xgbqkp80xbw0000gn/T/tmphn58toex/requirements.in --python-version 3.13 --resolution highest --exclude-newer 2026-05-09T10:39:06Z --universal --format pylock.toml --output-file bundles/4.4.2/install/us/py313/pylock.toml
+lock-version = "1.0"
+created-by = "uv"
+requires-python = ">=3.13"
+
+[[packages]]
+name = "annotated-doc"
+version = "0.0.4"
+sdist = { url = "https://files.pythonhosted.org/packages/57/ba/046ceea27344560984e26a590f90bc7f4a75b06701f653222458922b558c/annotated_doc-0.0.4.tar.gz", upload-time = 2025-11-10T22:07:42Z, size = 7288, hashes = { sha256 = "fbcda96e87e9c92ad167c2e53839e57503ecfda18804ea28102353485033faa4" } }
+wheels = [{ url = "https://files.pythonhosted.org/packages/1e/d3/26bf1008eb3d2daa8ef4cacc7f3bfdc11818d111f7e2d0201bc6e3b49d45/annotated_doc-0.0.4-py3-none-any.whl", upload-time = 2025-11-10T22:07:40Z, size = 5303, hashes = { sha256 = "571ac1dc6991c450b25a9c2d84a3705e2ae7a53467b5d111c24fa8baabbed320" } }]
+
+[[packages]]
+name = "annotated-types"
+version = "0.7.0"
+sdist = { url = "https://files.pythonhosted.org/packages/ee/67/531ea369ba64dcff5ec9c3402f9f51bf748cec26dde048a2f973a4eea7f5/annotated_types-0.7.0.tar.gz", upload-time = 2024-05-20T21:33:25Z, size = 16081, hashes = { sha256 = "aff07c09a53a08bc8cfccb9c85b05f1aa9a2a6f23728d790723543408344ce89" } }
+wheels = [{ url = "https://files.pythonhosted.org/packages/78/b6/6307fbef88d9b5ee7421e68d78a9f162e0da4900bc5f5793f6d3d0e34fb8/annotated_types-0.7.0-py3-none-any.whl", upload-time = 2024-05-20T21:33:24Z, size = 13643, hashes = { sha256 = "1f02e8b43a8fbbc3f3e0d4f0f4bfc8131bcb4eebe8849b8e5c773f3a1c582a53" } }]
+
+[[packages]]
+name = "anyio"
+version = "4.13.0"
+sdist = { url = "https://files.pythonhosted.org/packages/19/14/2c5dd9f512b66549ae92767a9c7b330ae88e1932ca57876909410251fe13/anyio-4.13.0.tar.gz", upload-time = 2026-03-24T12:59:09Z, size = 231622, hashes = { sha256 = "334b70e641fd2221c1505b3890c69882fe4a2df910cba14d97019b90b24439dc" } }
+wheels = [{ url = "https://files.pythonhosted.org/packages/da/42/e921fccf5015463e32a3cf6ee7f980a6ed0f395ceeaa45060b61d86486c2/anyio-4.13.0-py3-none-any.whl", upload-time = 2026-03-24T12:59:08Z, size = 114353, hashes = { sha256 = "08b310f9e24a9594186fd75b4f73f4a4152069e3853f1ed8bfbf58369f4ad708" } }]
+
+[[packages]]
+name = "asttokens"
+version = "3.0.1"
+sdist = { url = "https://files.pythonhosted.org/packages/be/a5/8e3f9b6771b0b408517c82d97aed8f2036509bc247d46114925e32fe33f0/asttokens-3.0.1.tar.gz", upload-time = 2025-11-15T16:43:48Z, size = 62308, hashes = { sha256 = "71a4ee5de0bde6a31d64f6b13f2293ac190344478f081c3d1bccfcf5eacb0cb7" } }
+wheels = [{ url = "https://files.pythonhosted.org/packages/d2/39/e7eaf1799466a4aef85b6a4fe7bd175ad2b1c6345066aa33f1f58d4b18d0/asttokens-3.0.1-py3-none-any.whl", upload-time = 2025-11-15T16:43:16Z, size = 27047, hashes = { sha256 = "15a3ebc0f43c2d0a50eeafea25e19046c68398e487b9f1f5b517f7c0f40f976a" } }]
+
+[[packages]]
+name = "attrs"
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diff --git a/src/policyengine/data/install/us/py314/constraints.txt b/src/policyengine/data/install/us/py314/constraints.txt
new file mode 100644
index 00000000..4b1cd81a
--- /dev/null
+++ b/src/policyengine/data/install/us/py314/constraints.txt
@@ -0,0 +1,1429 @@
+# This file was autogenerated by uv via the following command:
+#    uv pip compile /var/folders/qf/7fglpnr94wsc5xgbqkp80xbw0000gn/T/tmpmafme_10/requirements.in --python-version 3.14 --resolution highest --exclude-newer 2026-05-09T10:39:06Z --universal --format requirements.txt --generate-hashes --output-file bundles/4.4.2/install/us/py314/constraints.txt
+annotated-doc==0.0.4 \
+    --hash=sha256:571ac1dc6991c450b25a9c2d84a3705e2ae7a53467b5d111c24fa8baabbed320 \
+    --hash=sha256:fbcda96e87e9c92ad167c2e53839e57503ecfda18804ea28102353485033faa4
+    # via typer
+annotated-types==0.7.0 \
+    --hash=sha256:1f02e8b43a8fbbc3f3e0d4f0f4bfc8131bcb4eebe8849b8e5c773f3a1c582a53 \
+    --hash=sha256:aff07c09a53a08bc8cfccb9c85b05f1aa9a2a6f23728d790723543408344ce89
+    # via pydantic
+anyio==4.13.0 \
+    --hash=sha256:08b310f9e24a9594186fd75b4f73f4a4152069e3853f1ed8bfbf58369f4ad708 \
+    --hash=sha256:334b70e641fd2221c1505b3890c69882fe4a2df910cba14d97019b90b24439dc
+    # via httpx
+asttokens==3.0.1 \
+    --hash=sha256:15a3ebc0f43c2d0a50eeafea25e19046c68398e487b9f1f5b517f7c0f40f976a \
+    --hash=sha256:71a4ee5de0bde6a31d64f6b13f2293ac190344478f081c3d1bccfcf5eacb0cb7
+    # via stack-data
+attrs==26.1.0 \
+    --hash=sha256:c647aa4a12dfbad9333ca4e71fe62ddc36f4e63b2d260a37a8b83d2f043ac309 \
+    --hash=sha256:d03ceb89cb322a8fd706d4fb91940737b6642aa36998fe130a9bc96c985eff32
+    # via
+    #   jsonschema
+    #   referencing
+blosc2==4.2.0 \
+    --hash=sha256:0f6444e125142876f8ce02f1ec8a13499f436a01e7ffdffd080d7156fd5fa079 \
+    --hash=sha256:1a77412d3229a7ec4ce8e353604e563400cc57346d6e8ba578453a6134bf2190 \
+    --hash=sha256:1e2f0767c68c4e5dea1543c7c138421264db494a6bbeb6ab81f101bcb6382ff4 \
+    --hash=sha256:2423b70dc17b048382f8a9a17085842a7c3c2f9bb14d3be2f8a7cbb378ef4ad9 \
+    --hash=sha256:291f689635c9ebc30a6b13fdc0f2069ab7a245fa27dabe8fa14b6d35c3f096cf \
+    --hash=sha256:3b72e9bbce0459ec695e25bb1fba8fa05ba9af4fed71c220d20376df99cf32fa \
+    --hash=sha256:44a2070a6efa990986a26a4f9a2d8a2fa9ee9ec705617d38750bcb019c53d632 \
+    --hash=sha256:4f7b006333891d3594660abb7820be0497c0baab3538742562caa78e03e5312c \
+    --hash=sha256:59f4de7f9e8a587e5c6e6ae54ba74f4d78a47a1cc3f097d03105274b36720da6 \
+    --hash=sha256:5b16df388e1884e458955de64db6ce6db438154fb3fe9089180ef9863ceb79bf \
+    --hash=sha256:6ff429d2364f423229e82037adb1efe91a5f3dc767f0817cbc635adf84b83e20 \
+    --hash=sha256:7888ac409a479da50d7e02eeb1bcbf1e45213af362eff1b938d584cf66c2f39b \
+    --hash=sha256:87c3a108c8ce311eb00a7c3d32d4d0ab023599a2d23fc07c998debe2dad00f8e \
+    --hash=sha256:89227492844ec7b487e7182314ac75997d5f864be2025cf6879f355fdb669532 \
+    --hash=sha256:8ff3c6b2cf7d3e6a3481f7e1a6eef283af3e2b65f53401b1ebc63eea14b0b758 \
+    --hash=sha256:976abf343866c97de637adb452153dfbe63c2b69a2a4999dc494ebc22585a567 \
+    --hash=sha256:9c5c0ae30c831a90a9d1973cecbeab99a7de2df4f172ac8020d2d60d1c2c5ae2 \
+    --hash=sha256:9cadf2708888e586027178be9e17215ae6f20fb5829596e9771751aa453e7a0e \
+    --hash=sha256:9eb69182c51cda1b402aaf78ce908759f7a277420ce3fad9981ff560544e50b3 \
+    --hash=sha256:a07e0d16aab433e10d173b553fabb7b8cf64e5dd826eaae548d2e9a9ac5f2f69 \
+    --hash=sha256:a269a8b265caed0093f3ee99eff8c8691da407764f5ee5b1bd0c12044fcb6c51 \
+    --hash=sha256:ad857c3dddaf5486a49b59f4f351079bfc8f50786d033638bf722e4fa7595249 \
+    --hash=sha256:afc041c5de1d66fb731c45bd5bcf84356da3f17b4acdec5a8448236c6d48f845 \
+    --hash=sha256:b8d907efa30a2ca4895dd37fa0b527ee88be17df1981f98194f867d97ff07429 \
+    --hash=sha256:bb67066f1a64d7929f271836994e5fb0383ae8b8f03d673650a94dafd7eaa349 \
+    --hash=sha256:bb82cc1d528bac82c0b5c2009377f5be6528405d2737fd151ffce4dc6fe0a96b \
+    --hash=sha256:bbefc417322a59443d844b4d03e66b228694ec6bfd1de8bbd832c4aa0eaebe64 \
+    --hash=sha256:d28efb0b13c1f22db4a799d22ab02b0024fd4ecd1cc47dbe756d88e08079867a \
+    --hash=sha256:e997adbf086a4b98f732504952193afa817c41a7c70d26bce71fdd397542c664 \
+    --hash=sha256:f48ea67ccd751999e9bb3c4e10853d422167b9619af701b1fdb08cc27584db96 \
+    --hash=sha256:fa448c419a8227321cab735aece33fca1afac1447cd140a3db81a6b2bed560fa
+    # via tables
+census==0.8.26 \
+    --hash=sha256:c341bbce4bcdd75c0ddecf75f28ab7eda26a47d7fecc95c4690a2d8ee5b6a727 \
+    --hash=sha256:c7f9944e38952b4ecc137d14d083018a1c2734f64d2fbc4a8946f35fd51888c2
+    # via spm-calculator
+certifi==2026.4.22 \
+    --hash=sha256:3cb2210c8f88ba2318d29b0388d1023c8492ff72ecdde4ebdaddbb13a31b1c4a \
+    --hash=sha256:8d455352a37b71bf76a79caa83a3d6c25afee4a385d632127b6afb3963f1c580
+    # via
+    #   httpcore
+    #   httpx
+    #   requests
+charset-normalizer==3.4.7 \
+    --hash=sha256:007d05ec7321d12a40227aae9e2bc6dca73f3cb21058999a1df9e193555a9dcc \
+    --hash=sha256:03853ed82eeebbce3c2abfdbc98c96dc205f32a79627688ac9a27370ea61a49c \
+    --hash=sha256:07d9e39b01743c3717745f4c530a6349eadbfa043c7577eef86c502c15df2c67 \
+    --hash=sha256:08e721811161356f97b4059a9ba7bafb23ea5ee2255402c42881c214e173c6b4 \
+    --hash=sha256:0c96c3b819b5c3e9e165495db84d41914d6894d55181d2d108cc1a69bfc9cce0 \
+    --hash=sha256:0ea948db76d31190bf08bd371623927ee1339d5f2a0b4b1b4a4439a65298703c \
+    --hash=sha256:0f7eb884681e3938906ed0434f20c63046eacd0111c4ba96f27b76084cd679f5 \
+    --hash=sha256:12a6fff75f6bc66711b73a2f0addfc4c8c15a20e805146a02d147a318962c444 \
+    --hash=sha256:12d8baf840cc7889b37c7c770f478adea7adce3dcb3944d02ec87508e2dcf153 \
+    --hash=sha256:14265bfe1f09498b9d8ec91e9ec9fa52775edf90fcbde092b25f4a33d444fea9 \
+    --hash=sha256:16d971e29578a5e97d7117866d15889a4a07befe0e87e703ed63cd90cb348c01 \
+    --hash=sha256:177a0ba5f0211d488e295aaf82707237e331c24788d8d76c96c5a41594723217 \
+    --hash=sha256:1a87ca9d5df6fe460483d9a5bbf2b18f620cbed41b432e2bddb686228282d10b \
+    --hash=sha256:1c2a768fdd44ee4a9339a9b0b130049139b8ce3c01d2ce09f67f5a68048d477c \
+    --hash=sha256:1c2aed2e5e41f24ea8ef1590b8e848a79b56f3a5564a65ceec43c9d692dc7d8a \
+    --hash=sha256:1dc8b0ea451d6e69735094606991f32867807881400f808a106ee1d963c46a83 \
+    --hash=sha256:1efde3cae86c8c273f1eb3b287be7d8499420cf2fe7585c41d370d3e790054a5 \
+    --hash=sha256:202389074300232baeb53ae2569a60901f7efadd4245cf3a3bf0617d60b439d7 \
+    --hash=sha256:203104ed3e428044fd943bc4bf45fa73c0730391f9621e37fe39ecf477b128cb \
+    --hash=sha256:2257141f39fe65a3fdf38aeccae4b953e5f3b3324f4ff0daf9f15b8518666a2c \
+    --hash=sha256:298930cec56029e05497a76988377cbd7457ba864beeea92ad7e844fe74cd1f1 \
+    --hash=sha256:2cd4a60d0e2fb04537162c62bbbb4182f53541fe0ede35cdf270a1c1e723cc42 \
+    --hash=sha256:2d6eb928e13016cea4f1f21d1e10c1cebd5a421bc57ddf5b1142ae3f86824fab \
+    --hash=sha256:2fe249cb4651fd12605b7288b24751d8bfd46d35f12a20b1ba33dea122e690df \
+    --hash=sha256:30b8d1d8c52a48c2c5690e152c169b673487a2a58de1ec7393196753063fcd5e \
+    --hash=sha256:320ade88cfb846b8cd6b4ddf5ee9e80ee0c1f52401f2456b84ae1ae6a1a5f207 \
+    --hash=sha256:3534e7dcbdcf757da6b85a0bbf5b6868786d5982dd959b065e65481644817a18 \
+    --hash=sha256:36836d6ff945a00b88ba1e4572d721e60b5b8c98c155d465f56ad19d68f23734 \
+    --hash=sha256:38c0109396c4cfc574d502df99742a45c72c08eff0a36158b6f04000043dbf38 \
+    --hash=sha256:3946fa46a0cf3e4c8cb1cc52f56bb536310d34f25f01ca9b6c16afa767dab110 \
+    --hash=sha256:3bec022aec2c514d9cf199522a802bd007cd588ab17ab2525f20f9c34d067c18 \
+    --hash=sha256:3c9a494bc5ec77d43cea229c4f6db1e4d8fe7e1bbffa8b6f0f0032430ff8ab44 \
+    --hash=sha256:3dce51d0f5e7951f8bb4900c257dad282f49190fdbebecd4ba99bcc41fef404d \
+    --hash=sha256:3dedcc22d73ec993f42055eff4fcfed9318d1eeb9a6606c55892a26964964e48 \
+    --hash=sha256:4042d5c8f957e15221d423ba781e85d553722fc4113f523f2feb7b188cc34c5e \
+    --hash=sha256:481551899c856c704d58119b5025793fa6730adda3571971af568f66d2424bb5 \
+    --hash=sha256:4dc1e73c36828f982bfe79fadf5919923f8a6f4df2860804db9a98c48824ce8d \
+    --hash=sha256:4e5163c14bffd570ef2affbfdd77bba66383890797df43dc8b4cc7d6f500bf53 \
+    --hash=sha256:511ef87c8aec0783e08ac18565a16d435372bc1ac25a91e6ac7f5ef2b0bff790 \
+    --hash=sha256:532bc9bf33a68613fd7d65e4b1c71a6a38d7d42604ecf239c77392e9b4e8998c \
+    --hash=sha256:54523e136b8948060c0fa0bc7b1b50c32c186f2fceee897a495406bb6e311d2b \
+    --hash=sha256:5649fd1c7bade02f320a462fdefd0b4bd3ce036065836d4f42e0de958038e116 \
+    --hash=sha256:56be790f86bfb2c98fb742ce566dfb4816e5a83384616ab59c49e0604d49c51d \
+    --hash=sha256:5b77459df20e08151cd6f8b9ef8ef1f961ef73d85c21a555c7eed5b79410ec10 \
+    --hash=sha256:5ed6ab538499c8644b8a3e18debabcd7ce684f3fa91cf867521a7a0279cab2d6 \
+    --hash=sha256:6178f72c5508bfc5fd446a5905e698c6212932f25bcdd4b47a757a50605a90e2 \
+    --hash=sha256:6370e8686f662e6a3941ee48ed4742317cafbe5707e36406e9df792cdb535776 \
+    --hash=sha256:64f02c6841d7d83f832cd97ccf8eb8a906d06eb95d5276069175c696b024b60a \
+    --hash=sha256:65bcd23054beab4d166035cabbc868a09c1a49d1efe458fe8e4361215df40265 \
+    --hash=sha256:66671f93accb62ed07da56613636f3641f1a12c13046ce91ffc923721f23c008 \
+    --hash=sha256:6696b7688f54f5af4462118f0bfa7c1621eeb87154f77fa04b9295ce7a8f2943 \
+    --hash=sha256:6785f414ae0f3c733c437e0f3929197934f526d19dfaa75e18fdb4f94c6fb374 \
+    --hash=sha256:67f6279d125ca0046a7fd386d01b311c6363844deac3e5b069b514ba3e63c246 \
+    --hash=sha256:6c114670c45346afedc0d947faf3c7f701051d2518b943679c8ff88befe14f8e \
+    --hash=sha256:6e0d51f618228538a3e8f46bd246f87a6cd030565e015803691603f55e12afb5 \
+    --hash=sha256:6ed74185b2db44f41ef35fd1617c5888e59792da9bbc9190d6c7300617182616 \
+    --hash=sha256:708838739abf24b2ceb208d0e22403dd018faeef86ddac04319a62ae884c4f15 \
+    --hash=sha256:715479b9a2802ecac752a3b0efa2b0b60285cf962ee38414211abdfccc233b41 \
+    --hash=sha256:733784b6d6def852c814bce5f318d25da2ee65dd4839a0718641c696e09a2960 \
+    --hash=sha256:750e02e074872a3fad7f233b47734166440af3cdea0add3e95163110816d6752 \
+    --hash=sha256:752a45dc4a6934060b3b0dab47e04edc3326575f82be64bc4fc293914566503e \
+    --hash=sha256:7579e913a5339fb8fa133f6bbcfd8e6749696206cf05acdbdca71a1b436d8e72 \
+    --hash=sha256:7641bb8895e77f921102f72833904dcd9901df5d6d72a2ab8f31d04b7e51e4e7 \
+    --hash=sha256:7804338df6fcc08105c7745f1502ba68d900f45fd770d5bdd5288ddccb8a42d8 \
+    --hash=sha256:80d04837f55fc81da168b98de4f4b797ef007fc8a79ab71c6ec9bc4dd662b15b \
+    --hash=sha256:813c0e0132266c08eb87469a642cb30aaff57c5f426255419572aaeceeaa7bf4 \
+    --hash=sha256:82b271f5137d07749f7bf32f70b17ab6eaabedd297e75dce75081a24f76eb545 \
+    --hash=sha256:84c018e49c3bf790f9c2771c45e9313a08c2c2a6342b162cd650258b57817706 \
+    --hash=sha256:8751d2787c9131302398b11e6c8068053dcb55d5a8964e114b6e196cf16cb366 \
+    --hash=sha256:8778f0c7a52e56f75d12dae53ae320fae900a8b9b4164b981b9c5ce059cd1fcb \
+    --hash=sha256:87fad7d9ba98c86bcb41b2dc8dbb326619be2562af1f8ff50776a39e55721c5a \
+    --hash=sha256:8d828b6667a32a728a1ad1d93957cdf37489c57b97ae6c4de2860fa749b8fc1e \
+    --hash=sha256:8e385e4267ab76874ae30db04c627faaaf0b509e1ccc11a95b3fc3e83f855c00 \
+    --hash=sha256:92a0a01ead5e668468e952e4238cccd7c537364eb7d851ab144ab6627dbbe12f \
+    --hash=sha256:94e1885b270625a9a828c9793b4d52a64445299baa1fea5a173bf1d3dd9a1a5a \
+    --hash=sha256:a180c5e59792af262bf263b21a3c49353f25945d8d9f70628e73de370d55e1e1 \
+    --hash=sha256:a277ab8928b9f299723bc1a2dabb1265911b1a76341f90a510368ca44ad9ab66 \
+    --hash=sha256:a5fe03b42827c13cdccd08e6c0247b6a6d4b5e3cdc53fd1749f5896adcdc2356 \
+    --hash=sha256:a6c5863edfbe888d9eff9c8b8087354e27618d9da76425c119293f11712a6319 \
+    --hash=sha256:a89c23ef8d2c6b27fd200a42aa4ac72786e7c60d40efdc76e6011260b6e949c4 \
+    --hash=sha256:adb2597b428735679446b46c8badf467b4ca5f5056aae4d51a19f9570301b1ad \
+    --hash=sha256:ae196f021b5e7c78e918242d217db021ed2a6ace2bc6ae94c0fc596221c7f58d \
+    --hash=sha256:ae89db9e5f98a11a4bf50407d4363e7b09b31e55bc117b4f7d80aab97ba009e5 \
+    --hash=sha256:aed52fea0513bac0ccde438c188c8a471c4e0f457c2dd20cdbf6ea7a450046c7 \
+    --hash=sha256:aef65cd602a6d0e0ff6f9930fcb1c8fec60dd2cfcb6facaf4bdb0e5873042db0 \
+    --hash=sha256:af21eb4409a119e365397b2adbaca4c9ccab56543a65d5dbd9f920d6ac29f686 \
+    --hash=sha256:b14b2d9dac08e28bb8046a1a0434b1750eb221c8f5b87a68f4fa11a6f97b5e34 \
+    --hash=sha256:bb6d88045545b26da47aa879dd4a89a71d1dce0f0e549b1abcb31dfe4a8eac49 \
+    --hash=sha256:bb8cc7534f51d9a017b93e3e85b260924f909601c3df002bcdb58ddb4dc41a5c \
+    --hash=sha256:bc17a677b21b3502a21f66a8cc64f5bfad4df8a0b8434d661666f8ce90ac3af1 \
+    --hash=sha256:bd6c2a1c7573c64738d716488d2cdd3c00e340e4835707d8fdb8dc1a66ef164e \
+    --hash=sha256:bd9b23791fe793e4968dba0c447e12f78e425c59fc0e3b97f6450f4781f3ee60 \
+    --hash=sha256:c03a41a8784091e67a39648f70c5f97b5b6a37f216896d44d2cdcb82615339a0 \
+    --hash=sha256:c0f081d69a6e58272819b70288d3221a6ee64b98df852631c80f293514d3b274 \
+    --hash=sha256:c35abb8bfff0185efac5878da64c45dafd2b37fb0383add1be155a763c1f083d \
+    --hash=sha256:c36c333c39be2dbca264d7803333c896ab8fa7d4d6f0ab7edb7dfd7aea6e98c0 \
+    --hash=sha256:c45e9440fb78f8ddabcf714b68f936737a121355bf59f3907f4e17721b9d1aae \
+    --hash=sha256:c593052c465475e64bbfe5dbd81680f64a67fdc752c56d7a0ae205dc8aeefe0f \
+    --hash=sha256:cdd68a1fb318e290a2077696b7eb7a21a49163c455979c639bf5a5dcdc46617d \
+    --hash=sha256:ce3412fbe1e31eb81ea42f4169ed94861c56e643189e1e75f0041f3fe7020abe \
+    --hash=sha256:cf1493cd8607bec4d8a7b9b004e699fcf8f9103a9284cc94962cb73d20f9d4a3 \
+    --hash=sha256:cf29836da5119f3c8a8a70667b0ef5fdca3bb12f80fd06487cfa575b3909b393 \
+    --hash=sha256:d4a48e5b3c2a489fae013b7589308a40146ee081f6f509e047e0e096084ceca1 \
+    --hash=sha256:d560742f3c0d62afaccf9f41fe485ed69bd7661a241f86a3ef0f0fb8b1a397af \
+    --hash=sha256:d6038d37043bced98a66e68d3aa2b6a35505dc01328cd65217cefe82f25def44 \
+    --hash=sha256:d61f00a0869d77422d9b2aba989e2d24afa6ffd552af442e0e58de4f35ea6d00 \
+    --hash=sha256:d635aab80466bc95771bb78d5370e74d36d1fe31467b6b29b8b57b2a3cd7d22c \
+    --hash=sha256:dca4bbc466a95ba9c0234ef56d7dd9509f63da22274589ebd4ed7f1f4d4c54e3 \
+    --hash=sha256:dd915403e231e6b1809fe9b6d9fc55cf8fb5e02765ac625d9cd623342a7905d7 \
+    --hash=sha256:e044c39e41b92c845bc815e5ae4230804e8e7bc29e399b0437d64222d92809dd \
+    --hash=sha256:e060d01aec0a910bdccb8be71faf34e7799ce36950f8294c8bf612cba65a2c9e \
+    --hash=sha256:e1421b502d83040e6d7fb2fb18dff63957f720da3d77b2fbd3187ceb63755d7b \
+    --hash=sha256:e17b8d5d6a8c47c85e68ca8379def1303fd360c3e22093a807cd34a71cd082b8 \
+    --hash=sha256:e5f4d355f0a2b1a31bc3edec6795b46324349c9cb25eed068049e4f472fb4259 \
+    --hash=sha256:e712b419df8ba5e42b226c510472b37bd57b38e897d3eca5e8cfd410a29fa859 \
+    --hash=sha256:e74327fb75de8986940def6e8dee4f127cc9752bee7355bb323cc5b2659b6d46 \
+    --hash=sha256:e80c8378d8f3d83cd3164da1ad2df9e37a666cdde7b1cb2298ed0b558064be30 \
+    --hash=sha256:e8ac484bf18ce6975760921bb6148041faa8fef0547200386ea0b52b5d27bf7b \
+    --hash=sha256:eca9705049ad3c7345d574e3510665cb2cf844c2f2dcfe675332677f081cbd46 \
+    --hash=sha256:ed065083d0898c9d5b4bbec7b026fd755ff7454e6e8b73a67f8c744b13986e24 \
+    --hash=sha256:edac0f1ab77644605be2cbba52e6b7f630731fc42b34cb0f634be1a6eface56a \
+    --hash=sha256:effc3f449787117233702311a1b7d8f59cba9ced946ba727bdc329ec69028e24 \
+    --hash=sha256:f22dec1690b584cea26fade98b2435c132c1b5f68e39f5a0b7627cd7ae31f1dc \
+    --hash=sha256:f495a1652cf3fbab2eb0639776dad966c2fb874d79d87ca07f9d5f059b8bd215 \
+    --hash=sha256:f496c9c3cc02230093d8330875c4c3cdfc3b73612a5fd921c65d39cbcef08063 \
+    --hash=sha256:f59099f9b66f0d7145115e6f80dd8b1d847176df89b234a5a6b3f00437aa0832 \
+    --hash=sha256:f59ad4c0e8f6bba240a9bb85504faa1ab438237199d4cce5f622761507b8f6a6 \
+    --hash=sha256:fbccdc05410c9ee21bbf16a35f4c1d16123dcdeb8a1d38f33654fa21d0234f79 \
+    --hash=sha256:fea24543955a6a729c45a73fe90e08c743f0b3334bbf3201e6c4bc1b0c7fa464
+    # via requests
+click==8.3.3 \
+    --hash=sha256:398329ad4837b2ff7cbe1dd166a4c0f8900c3ca3a218de04466f38f6497f18a2 \
+    --hash=sha256:a2bf429bb3033c89fa4936ffb35d5cb471e3719e1f3c8a7c3fff0b8314305613
+    # via typer
+colorama==0.4.6 ; sys_platform == 'win32' \
+    --hash=sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44 \
+    --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
+    # via
+    #   click
+    #   ipython
+    #   pytest
+    #   tqdm
+decorator==5.2.1 \
+    --hash=sha256:65f266143752f734b0a7cc83c46f4618af75b8c5911b00ccb61d0ac9b6da0360 \
+    --hash=sha256:d316bb415a2d9e2d2b3abcc4084c6502fc09240e292cd76a76afc106a1c8e04a
+    # via ipython
+dpath==2.2.0 \
+    --hash=sha256:34f7e630dc55ea3f219e555726f5da4b4b25f2200319c8e6902c394258dd6a3e \
+    --hash=sha256:b330a375ded0a0d2ed404440f6c6a715deae5313af40bbb01c8a41d891900576
+    # via policyengine-core
+et-xmlfile==2.0.0 \
+    --hash=sha256:7a91720bc756843502c3b7504c77b8fe44217c85c537d85037f0f536151b2caa \
+    --hash=sha256:dab3f4764309081ce75662649be815c4c9081e88f0837825f90fd28317d4da54
+    # via openpyxl
+executing==2.2.1 \
+    --hash=sha256:3632cc370565f6648cc328b32435bd120a1e4ebb20c77e3fdde9a13cd1e533c4 \
+    --hash=sha256:760643d3452b4d777d295bb167ccc74c64a81df23fb5e08eff250c425a4b2017
+    # via stack-data
+filelock==3.29.0 \
+    --hash=sha256:69974355e960702e789734cb4871f884ea6fe50bd8404051a3530bc07809cf90 \
+    --hash=sha256:96f5f6344709aa1572bbf631c640e4ebeeb519e08da902c39a001882f30ac258
+    # via huggingface-hub
+fsspec==2026.4.0 \
+    --hash=sha256:11ef7bb35dab8a394fde6e608221d5cf3e8499401c249bebaeaad760a1a8dec2 \
+    --hash=sha256:301d8ac70ae90ef3ad05dcf94d6c3754a097f9b5fe4667d2787aa359ec7df7e4
+    # via huggingface-hub
+h11==0.16.0 \
+    --hash=sha256:4e35b956cf45792e4caa5885e69fba00bdbc6ffafbfa020300e549b208ee5ff1 \
+    --hash=sha256:63cf8bbe7522de3bf65932fda1d9c2772064ffb3dae62d55932da54b31cb6c86
+    # via httpcore
+h5py==3.16.0 \
+    --hash=sha256:099f2525c9dcf28de366970a5fb34879aab20491589fa89ce2863a84218bb524 \
+    --hash=sha256:0f456f556e4e2cebeebd9d66adf8dc321770a42593494a0b6f0af54a7567b242 \
+    --hash=sha256:15922e485844f77c0b9d275396d435db3baa58292a9c2176a386e072e0cf2491 \
+    --hash=sha256:1677ad48b703f44efc9ea0c3ab284527f81bc4f318386aaaebc5fede6bbae56f \
+    --hash=sha256:171038f23bccddfc23f344cadabdfc9917ff554db6a0d417180d2747fe4c75a7 \
+    --hash=sha256:17d1f1630f92ad74494a9a7392ab25982ce2b469fc62da6074c0ce48366a2999 \
+    --hash=sha256:1897a771a7f40d05c262fc8f37376ec37873218544b70216872876c627640f63 \
+    --hash=sha256:18f2bbcd545e6991412253b98727374c356d67caa920e68dc79eab36bf5fedad \
+    --hash=sha256:2b2c02b0a160faed5fb33f1ba8a264a37ee240b22e049ecc827345d0d9043074 \
+    --hash=sha256:314b6054fe0b1051c2b0cb2df5cbdab15622fb05e80f202e3b6a5eee0d6fe365 \
+    --hash=sha256:346df559a0f7dcb31cf8e44805319e2ab24b8957c45e7708ce503b2ec79ba725 \
+    --hash=sha256:370a845f432c2c9619db8eed334d1e610c6015796122b0e57aa46312c22617d9 \
+    --hash=sha256:39c2838fb1e8d97bcf1755e60ad1f3dd76a7b2a475928dc321672752678b96db \
+    --hash=sha256:3e6cb3387c756de6a9492d601553dffea3fe11b5f22b443aac708c69f3f55e16 \
+    --hash=sha256:3fae9197390c325e62e0a1aa977f2f62d994aa87aab182abbea85479b791197c \
+    --hash=sha256:42108e93326c50c2810025aade9eac9d6827524cdccc7d4b75a546e5ab308edb \
+    --hash=sha256:42b012933a83e1a558c673176676a10ce2fd3759976a0fedee1e672d1e04fc9d \
+    --hash=sha256:43259303989ac8adacc9986695b31e35dba6fd1e297ff9c6a04b7da5542139cc \
+    --hash=sha256:4c6ab014ab704b4feaa719ae783b86522ed0bf1f82184704ed3c9e4e3228796e \
+    --hash=sha256:656f00e4d903199a1d58df06b711cf3ca632b874b4207b7dbec86185b5c8c7d4 \
+    --hash=sha256:698dd69291272642ffda44a0ecd6cd3bda5faf9621452d255f57ce91487b9794 \
+    --hash=sha256:719439d14b83f74eeb080e9650a6c7aa6d0d9ea0ca7f804347b05fac6fbf18af \
+    --hash=sha256:7c4dd4cf5f0a4e36083f73172f6cfc25a5710789269547f132a20975bfe2434c \
+    --hash=sha256:7e420b539fb6023a259a1b14d4c9f6df8cf50d7268f48e161169987a57b737ff \
+    --hash=sha256:8389e13a1fd745ad2856873e8187fd10268b2d9677877bb667b41aebd771d8b7 \
+    --hash=sha256:85b9c49dd58dc44cf70af944784e2c2038b6f799665d0dcbbc812a26e0faa859 \
+    --hash=sha256:86385ea895508220b8a7e45efa428aeafaa586bd737c7af9ee04661d8d84a10d \
+    --hash=sha256:8975273c2c5921c25700193b408e28d6bdd0111c37468b2d4e25dcec4cd1d84d \
+    --hash=sha256:8c1eff849cdd53cbc73c214c30ebdb6f1bb8b64790b4b4fc36acdb5e43570210 \
+    --hash=sha256:9300ad32dea9dfc5171f94d5f6948e159ed93e4701280b0f508773b3f582f402 \
+    --hash=sha256:96b422019a1c8975c2d5dadcf61d4ba6f01c31f92bbde6e4649607885fe502d6 \
+    --hash=sha256:9c9d307c0ef862d1cd5714f72ecfafe0a5d7529c44845afa8de9f46e5ba8bd65 \
+    --hash=sha256:a0dbaad796840ccaa67a4c144a0d0c8080073c34c76d5a6941d6818678ef2738 \
+    --hash=sha256:a6fbc5367d4046801f9b7db9191b31895f22f1c6df1f9987d667854cac493538 \
+    --hash=sha256:bdef06507725b455fccba9c16529121a5e1fbf56aa375f7d9713d9e8ff42454d \
+    --hash=sha256:c3f0a0e136f2e95dd0b67146abb6668af4f1a69c81ef8651a2d316e8e01de447 \
+    --hash=sha256:c5313566f4643121a78503a473f0fb1e6dcc541d5115c44f05e037609c565c4d \
+    --hash=sha256:df02dd29bd247f98674634dfe41f89fd7c16ba3d7de8695ec958f58404a4e618 \
+    --hash=sha256:dfc21898ff025f1e8e67e194965a95a8d4754f452f83454538f98f8a3fcb207e \
+    --hash=sha256:e06f864bedb2c8e7c1358e6c73af48519e317457c444d6f3d332bb4e8fa6d7d9 \
+    --hash=sha256:e2c04d129f180019e216ee5f9c40b78a418634091c8782e1f723a6ca3658b965 \
+    --hash=sha256:e4360f15875a532bc7b98196c7592ed4fc92672a57c0a621355961cafb17a6dd \
+    --hash=sha256:ec86d4fffd87a0f4cb3d5796ceb5a50123a2a6d99b43e616e5504e66a953eca3 \
+    --hash=sha256:fa48993a0b799737ba7fd21e2350fa0a60701e58180fae9f2de834bc39a147ab \
+    --hash=sha256:faca8fb4e4319c09d83337adc80b2ca7d5c5a343c2d6f1b6388f32cfecca13c1 \
+    --hash=sha256:fb1720028d99040792bb2fb31facb8da44a6f29df7697e0b84f0d79aff2e9bd3 \
+    --hash=sha256:ff24039e2573297787c3063df64b60aab0591980ac898329a08b0320e0cf2527 \
+    --hash=sha256:ffbab2fedd6581f6aa31cf1639ca2cb86e02779de525667892ebf4cc9fd26434
+    # via policyengine-core
+hf-xet==1.5.0 ; platform_machine == 'AMD64' or platform_machine == 'aarch64' or platform_machine == 'amd64' or platform_machine == 'arm64' or platform_machine == 'x86_64' \
+    --hash=sha256:1e60df5a42e9bed8628b6416af2cba4cba57ae9f02de226a06b020d98e1aab18 \
+    --hash=sha256:2806c7c17b4d23f8d88f7c4814f838c3b6150773fe339c20af23e1cfaf2797e4 \
+    --hash=sha256:2baea1b0b989e5c152fe81425f7745ddc8901280ba3d97c98d8cdece7b706c60 \
+    --hash=sha256:3531b1823a0e6d77d80f9ed15ca0e00f0d115094f8ac033d5cae88f4564cc949 \
+    --hash=sha256:4b35549ce62601b84da4ff9b24d970032ace3d4430f52d91bcbb26c901d6c690 \
+    --hash=sha256:526345b3ed45f374f6317349df489167606736c876241ba984105afe7fd4839d \
+    --hash=sha256:5906bf7718d3636dc13402914736abe723492cb730f744834f5f5b67d3a12702 \
+    --hash=sha256:5f3dc2248fc01cc0a00cd392ab497f1ca373fcbc7e3f2da1f452480b384e839e \
+    --hash=sha256:73a0dae8c71de3b0633a45c73f4a4a5ed09e94b43441d82981a781d4f12baa42 \
+    --hash=sha256:786d28e2eb8315d5035544b9d137b4a842d600c434bb91bf7d0d953cce906ad4 \
+    --hash=sha256:7d70fe2ce97b9db73b9c9b9c81fe3693640aec83416a966c446afea54acfae3c \
+    --hash=sha256:872d5601e6deea30d15865ede55d29eac6daf5a534ab417b99b6ef6b076dd96c \
+    --hash=sha256:8dbcbab554c9ef158ef2c991545c3e970ddd8cc7acdcd0a78c5a41095dab4ded \
+    --hash=sha256:9929561f5abf4581c8ea79587881dfef6b8abb2a0d8a51915936fc2a614f4e73 \
+    --hash=sha256:9a0ee58cd18d5ea799f7ed11290bbccbe56bdd8b1d97ca74b9cc49a3945d7a3b \
+    --hash=sha256:a60290ec57e9b71767fba7c3645ddafdd0759974b540441510c629c6db6db24a \
+    --hash=sha256:b285cea1b5bab46b758772716ba8d6854a1a0310fed1c249d678a8b38601e5a0 \
+    --hash=sha256:b6c9df403040248c76d808d3e047d64db2d923bae593eb244c41e425cf6cd7be \
+    --hash=sha256:c799d49f1a5544a0ef7591c0ee75e0d6b93d6f56dc7a4979f59f7518d2872216 \
+    --hash=sha256:cf7b2dc6f31a4ea754bb50f74cde482dcf5d366d184076d8530b9872787f3761 \
+    --hash=sha256:dad0dc84e941b8ba3c860659fe1fdc35c049d47cce293f003287757e971a8f56 \
+    --hash=sha256:e0fb0a34d9f406eed88233e829a67ec016bec5af19e480eac65a233ea289a948 \
+    --hash=sha256:e5de0f6deada0dada870bb376a11bcd1f08abf3a968a6d118f33e72d1b1eb480 \
+    --hash=sha256:f7b7bbae318e583a86fb21e5a4a175d6721d628a2874f4bd022d0e660c32a682 \
+    --hash=sha256:fd6e5a9b0fdac4ed03ed45ef79254a655b1aaab514a02202617fbf643f5fdf7a
+    # via huggingface-hub
+httpcore==1.0.9 \
+    --hash=sha256:2d400746a40668fc9dec9810239072b40b4484b640a8c38fd654a024c7a1bf55 \
+    --hash=sha256:6e34463af53fd2ab5d807f399a9b45ea31c3dfa2276f15a2c3f00afff6e176e8
+    # via httpx
+httpx==0.28.1 \
+    --hash=sha256:75e98c5f16b0f35b567856f597f06ff2270a374470a5c2392242528e3e3e42fc \
+    --hash=sha256:d909fcccc110f8c7faf814ca82a9a4d816bc5a6dbfea25d6591d6985b8ba59ad
+    # via huggingface-hub
+huggingface-hub==1.14.0 \
+    --hash=sha256:d6d2c9cd6be1d02ae9ec6672d5587d10a427f377db688e82528f426a041622c2 \
+    --hash=sha256:efe075535c62e130b30e836b138e13785f6f043d1f0539e0a39aa411a99e90b8
+    # via policyengine-core
+idna==3.13 \
+    --hash=sha256:585ea8fe5d69b9181ec1afba340451fba6ba764af97026f92a91d4eef164a242 \
+    --hash=sha256:892ea0cde124a99ce773decba204c5552b69c3c67ffd5f232eb7696135bc8bb3
+    # via
+    #   anyio
+    #   httpx
+    #   requests
+iniconfig==2.3.0 \
+    --hash=sha256:c76315c77db068650d49c5b56314774a7804df16fee4402c1f19d6d15d8c4730 \
+    --hash=sha256:f631c04d2c48c52b84d0d0549c99ff3859c98df65b3101406327ecc7d53fbf12
+    # via pytest
+ipython==8.39.0 \
+    --hash=sha256:4110ae96012c379b8b6db898a07e186c40a2a1ef5d57a7fa83166047d9da7624 \
+    --hash=sha256:bb3c51c4fa8148ab1dea07a79584d1c854e234ea44aa1283bcb37bc75054651f
+    # via
+    #   policyengine-core
+    #   pyvis
+jedi==0.20.0 \
+    --hash=sha256:7bdd9c2634f56713299976f4cbd59cb3fa92165cc5e05ea811fb253480728b67 \
+    --hash=sha256:c3f4ccbd276696f4b19c54618d4fb18f9fc24b0aef02acf704b23f487daa1011
+    # via ipython
+jellyfish==1.2.1 \
+    --hash=sha256:0028857c5381c9d55e21cc6cb0d7f9545c3a9a7bb7dbca3960fe0a898c691ac2 \
+    --hash=sha256:01647c12261bc1f7b102e918e7665497176d87f6fc96271439c8855872bc2606 \
+    --hash=sha256:0368596e176bf548b3be2979ff33e274fb6d5e13b2cebe85137b8b698b002a85 \
+    --hash=sha256:05be396aebe3dce7a8cb2f97727ecdf99e86457c48e97190775dce33f8b7e39d \
+    --hash=sha256:07b022412ebece96759006cb015d46b8218d7f896d8b327c6bbee784ddf38ed9 \
+    --hash=sha256:0b21c1596ce283fd7ee954eb0eeb007d59e480364324bcd91ad55146e91f3936 \
+    --hash=sha256:1098ce1f84ae3f147f0a18a6803ffb09b9c8cd5fedce42465643ca0b5c9d0224 \
+    --hash=sha256:10da696747e2de0336180fd5ba77ef769a7c80f9743123545f7fc0251efbbcec \
+    --hash=sha256:1354b558a0a16597b6032dd0af64bebd24994f7e7484cf14993320eb764b06cb \
+    --hash=sha256:137cfcc26396d0f2e1265ac61f800bb921921ea722a43dd897e58190f767c474 \
+    --hash=sha256:13f1ac9caba22af10bfe42f674822643c0266009f882e0fe652079706dc5d13a \
+    --hash=sha256:14bbb30d988dec1d12183cf5d4621c908f98add2009c72a185e8c3e8d00b804f \
+    --hash=sha256:15318c13070fe6d9caeb7e10f9cdf89ff47c9d20f05a9a2c0d3b5cb8062a7033 \
+    --hash=sha256:1a3ccff843822e7f3ad6f91662488a3630724c8587976bce114f3c7238e8ffa1 \
+    --hash=sha256:1ffeeb6c78c45fbb6d2a22b0173fb8a6af849001d6c26fab49c525136dbd9734 \
+    --hash=sha256:212aaf177236192a735bbbf5938717aa8518d14a25b08b015e47e783e70be060 \
+    --hash=sha256:21baa92d4a5112167721156f6d061c2ae105f2995b3a5e19cec6662928f0c439 \
+    --hash=sha256:2348f698f9c1d72023afc8d39939045421a01da9b7e3078e3029227e35f28419 \
+    --hash=sha256:29cfa8bfb72aacf2d611a3313b358ed4d4140fa3d3efcffea750c8e7f8acb1aa \
+    --hash=sha256:2c28a4ae3e201e1c1b7bacacd40e2e76c4068b90c9ae3a0d525e0ac98206f1cc \
+    --hash=sha256:32581c50b34a09889b2d96796170e53da313a1e7fde32be63c82e50e7e791e3c \
+    --hash=sha256:32a85b752cb51463face13e2b1797cfa617cd7fb7073f15feaa4020a86a346ce \
+    --hash=sha256:393f609fd6139ce782e747e22c399483ffc58341009e6a97e39ffe5f5b2c674c \
+    --hash=sha256:4072e21ad4036af41bd57b447b1dda64fe60aa679cfa8854ba0a0338152439f1 \
+    --hash=sha256:451ddf4094e108e33d3b86d7817a7e20a2c5e6812d08c34ee22f6a595f38dcca \
+    --hash=sha256:4a21d7eda5e6996772055f798e3fe1de1b33b3edad7f6cf0567097a21585a812 \
+    --hash=sha256:4b013876109d91fa6fc871ffa4e0dbfda11820c33dc4ad0e2967b3fc1187f804 \
+    --hash=sha256:4b28fcefc0c3534277ff0306e6c10672fb050f4784b5f3be7037e80801569fb5 \
+    --hash=sha256:4b3e3223aaad74e18aacc74775e01815e68af810258ceea6fa6a81b19f384312 \
+    --hash=sha256:4c5acb213aa75a61bcfc176566e20f2503069667e760d83d403b59e115fef0dd \
+    --hash=sha256:4e36d9000d4f7e1a35689a74ec7749d27a216dfa6c47cac2e5ad3de8a523bd69 \
+    --hash=sha256:509355ebedec69a8bf0cc113a6bf9c01820d12fe2eea44f47dfa809faf2d5463 \
+    --hash=sha256:5335f622458aa105289a8e358bc32ecd1b9634b6ffec3e77ea3577e49c297171 \
+    --hash=sha256:536c80d8d4ec7f39cbb10b85d926ff96cef3cde4a83ca0991c07cd9835d5dc13 \
+    --hash=sha256:56da7632e029912af25e25422fae3b6df318400297d552791f4b21da6d815ed6 \
+    --hash=sha256:5bda2275f31a64adf3483e39f7a4e2107f7dfe3a3f85f0d2c0cb6ae5fbe4a443 \
+    --hash=sha256:5fa0ba0946f3c274f6a87aaa3c631dc70a363bd46cceea828ce777e8db653b6f \
+    --hash=sha256:63770120cc3386dcc13bcc4df508ab281a6b14c3b2c0e33586439a6c40ee122f \
+    --hash=sha256:675ab43840488944899ca87f02d4813c1e32107e56afaba7489705a70214e8aa \
+    --hash=sha256:68080af234256ef943f0add6fc79816b0c643d8df291c17a85c1b6e45bdfbb96 \
+    --hash=sha256:68ea3ddd4dae1152a7f7155ef02a7bfad919611158d71b301f9aa167685819af \
+    --hash=sha256:6a49ce2a580edd3b16b69421137deef464e2f8907f9ef906d49950b1a52908c1 \
+    --hash=sha256:6c51e565f85ce38cf9388c4f916d53888b0fa34788fcebe3aff3db24948e0960 \
+    --hash=sha256:6d2bac5982d7a08759ea487bfa00149e6aa8a3be7cd43c4ed1be1e3505425c69 \
+    --hash=sha256:6e76b23431a667cd485fb562428d1ad29bae9fdd0fcdfb5a51cc8087bae0e88c \
+    --hash=sha256:72d2fda61b23babe862018729be73c8b0dc12e3e6601f36f6e65d905e249f4db \
+    --hash=sha256:748dc45a0394fbe9120b8b3b9a39fab0967c7e2d6ecdd5304af018e774f80f96 \
+    --hash=sha256:7853d2ed7d6929c029312ec849410f1ea7ae76ce72ad1140fb73f6e8a1e6aa4f \
+    --hash=sha256:80a49eb817eaa6591f43a31e5c93d79904de62537f029907ef88c050d781a638 \
+    --hash=sha256:91cad49a4fb731b726afc5ae385a3217a7016ed88a04da40c131cff8136a5db5 \
+    --hash=sha256:98a133b40dc00cfda6609e1b0cb0ab0b77796fc2719aae886a12009514f73499 \
+    --hash=sha256:9913789a98ccf49213fbb1dabc597847a0ec33d3b0e151689498f4b38ba9be0f \
+    --hash=sha256:9930e20f0e9f65ad1d57d98290c2be3abd75812d058815605f44a56056fb9a66 \
+    --hash=sha256:9a73b5c6425a70ebd440579a677eb4f03b327b2f59090db34e6c937aeea5aabd \
+    --hash=sha256:9c747ae5c0fb4bd519f6abbfe4bd704b2f1c63fd4dd3dbb8d8864478974e1571 \
+    --hash=sha256:9d4448c874959ae012cda0f6d570ac0bd7f0fcf12007714eaebf86b86919b66f \
+    --hash=sha256:a058f4c6a591d5e5a47569f5648a26303ba19c76a960fef7e0beba2aa959e52e \
+    --hash=sha256:a0ef6f0ecc085c1f8fddb048f538c8bb89989e5d470eab45d4e9bd48ee73a40d \
+    --hash=sha256:a3cab91020e3ff7565e55a611ec3e3257c093ac950d55778a48bfc8c57562b6e \
+    --hash=sha256:ab1bfea271ce4bda09d975080d5465cf5a8b127e7c0ea61ea3f972417a7a2193 \
+    --hash=sha256:b35d4b5b688f759ffd075190a9850b04671bad14c5b37124eb43e99306ec16ea \
+    --hash=sha256:b37b76ea338c4a473c34a9b9e1e033a78aafb9040a8c0eea579fc5805d8e4b46 \
+    --hash=sha256:b8986d9768daddd5e87abf513ae168ea0afe690a444d4c82d5b1b14b0d045820 \
+    --hash=sha256:baa30c7b59bd1c5e105693108a6d7a98f3e7a1a59e23e15bc5897b91fd5849f5 \
+    --hash=sha256:bcdcd603a7737cd3f5a2ab10ce9b49844329deb81c2daafcd8131e54fc730205 \
+    --hash=sha256:bd186c041d9be86c4fa5e2490943ce5d7f05b472f45d7f49426f259f3dd20bc4 \
+    --hash=sha256:bebccd0652ac1c7e438ae1f451edefde63d14b3af6f6daa30c599919dcb92886 \
+    --hash=sha256:c3c18f13175a9c90f3abd8805720b0eb3e10eca1d5d4e0cf57722b2a62d62016 \
+    --hash=sha256:c499ea3a134130797c50e367687a6a46a12653c59af381bee92c41a5ab0bd55d \
+    --hash=sha256:c85aa2bc76a36d92a3197f406f86636664d5b323727dfec4fa2842a8a24a06ae \
+    --hash=sha256:c888f624d03e55e501bc438906505c79fb307d8da37a6dda18dd1ac2e6d5ea9c \
+    --hash=sha256:cf6cd68921f2bacc547ba1cf64ad0e76bc1727f3bab13bba2e5f5869aba038b1 \
+    --hash=sha256:d2b56a1fd2c5126c4a3362ec4470291cdd3c7daa22f583da67e75e30dc425ce6 \
+    --hash=sha256:d7be8021658b46b22500a77f1707901bd98fc210f185c229b81c74efd3c1baf2 \
+    --hash=sha256:db97d873f23b0c15b4ed911ece10e5cc0bb96cdc53666d5c3788bd0af81807f1 \
+    --hash=sha256:dd895cf63fac0a9f11b524fff810d9a6081dcf3c518b34172ac8684eb504dd43 \
+    --hash=sha256:ddf05ea471da2808d77ecfa425d8884124b4754f4d483afa7703b6655530cf5c \
+    --hash=sha256:e1b990fb15985571616f7f40a12d6fa062897b19fb5359b6dec3cd811d802c24 \
+    --hash=sha256:e4a210a960f3917da757b0581750b6e0a8db9acef68dafbc1b6e2ae39e847ba8 \
+    --hash=sha256:e5977810972c6f0b2e61252c4758fd5aee21abf663ff309881195a99d37daa94 \
+    --hash=sha256:e967e67058b78189d2b20a9586c7720a05ec4a580d6a98c796cd5cd2b7b11303 \
+    --hash=sha256:ecf62d4aad0baa8832ab60f96e7baedbe6558bd292597503d927e9c5bce745d8 \
+    --hash=sha256:f121218dc33fb318c34ddd889dc7362606ce1316af2bb63b73cc1df81523ca34 \
+    --hash=sha256:f69aeb08659a6c81d559bbe319075e3417434ae5b3a5e4a758d1c4055a03497a \
+    --hash=sha256:fb3c6e537cb4605c22895a8d4a10cdb26611ba2bbfc7f0b4c1d06bb9d8aad648
+    # via us
+jinja2==3.1.6 \
+    --hash=sha256:0137fb05990d35f1275a587e9aee6d56da821fc83491a0fb838183be43f66d6d \
+    --hash=sha256:85ece4451f492d0c13c5dd7c13a64681a86afae63a5f347908daf103ce6d2f67
+    # via pyvis
+jsonpickle==4.1.1 \
+    --hash=sha256:bb141da6057898aa2438ff268362b126826c812a1721e31cf08a6e142910dc91 \
+    --hash=sha256:f86e18f13e2b96c1c1eede0b7b90095bbb61d99fedc14813c44dc2f361dbbae1
+    # via pyvis
+jsonschema==4.26.0 \
+    --hash=sha256:0c26707e2efad8aa1bfc5b7ce170f3fccc2e4918ff85989ba9ffa9facb2be326 \
+    --hash=sha256:d489f15263b8d200f8387e64b4c3a75f06629559fb73deb8fdfb525f2dab50ce
+    # via policyengine
+jsonschema-specifications==2025.9.1 \
+    --hash=sha256:98802fee3a11ee76ecaca44429fda8a41bff98b00a0f2838151b113f210cc6fe \
+    --hash=sha256:b540987f239e745613c7a9176f3edb72b832a4ac465cf02712288397832b5e8d
+    # via jsonschema
+markdown-it-py==4.2.0 \
+    --hash=sha256:04a21681d6fbb623de53f6f364d352309d4094dd4194040a10fd51833e418d49 \
+    --hash=sha256:9f7ebbcd14fe59494226453aed97c1070d83f8d24b6fc3a3bcf9a38092641c4a
+    # via rich
+markupsafe==3.0.3 \
+    --hash=sha256:0303439a41979d9e74d18ff5e2dd8c43ed6c6001fd40e5bf2e43f7bd9bbc523f \
+    --hash=sha256:068f375c472b3e7acbe2d5318dea141359e6900156b5b2ba06a30b169086b91a \
+    --hash=sha256:0bf2a864d67e76e5c9a34dc26ec616a66b9888e25e7b9460e1c76d3293bd9dbf \
+    --hash=sha256:0db14f5dafddbb6d9208827849fad01f1a2609380add406671a26386cdf15a19 \
+    --hash=sha256:0eb9ff8191e8498cca014656ae6b8d61f39da5f95b488805da4bb029cccbfbaf \
+    --hash=sha256:0f4b68347f8c5eab4a13419215bdfd7f8c9b19f2b25520968adfad23eb0ce60c \
+    --hash=sha256:1085e7fbddd3be5f89cc898938f42c0b3c711fdcb37d75221de2666af647c175 \
+    --hash=sha256:116bb52f642a37c115f517494ea5feb03889e04df47eeff5b130b1808ce7c219 \
+    --hash=sha256:12c63dfb4a98206f045aa9563db46507995f7ef6d83b2f68eda65c307c6829eb \
+    --hash=sha256:133a43e73a802c5562be9bbcd03d090aa5a1fe899db609c29e8c8d815c5f6de6 \
+    --hash=sha256:1353ef0c1b138e1907ae78e2f6c63ff67501122006b0f9abad68fda5f4ffc6ab \
+    --hash=sha256:15d939a21d546304880945ca1ecb8a039db6b4dc49b2c5a400387cdae6a62e26 \
+    --hash=sha256:177b5253b2834fe3678cb4a5f0059808258584c559193998be2601324fdeafb1 \
+    --hash=sha256:1872df69a4de6aead3491198eaf13810b565bdbeec3ae2dc8780f14458ec73ce \
+    --hash=sha256:1b4b79e8ebf6b55351f0d91fe80f893b4743f104bff22e90697db1590e47a218 \
+    --hash=sha256:1b52b4fb9df4eb9ae465f8d0c228a00624de2334f216f178a995ccdcf82c4634 \
+    --hash=sha256:1ba88449deb3de88bd40044603fafffb7bc2b055d626a330323a9ed736661695 \
+    --hash=sha256:1cc7ea17a6824959616c525620e387f6dd30fec8cb44f649e31712db02123dad \
+    --hash=sha256:218551f6df4868a8d527e3062d0fb968682fe92054e89978594c28e642c43a73 \
+    --hash=sha256:26a5784ded40c9e318cfc2bdb30fe164bdb8665ded9cd64d500a34fb42067b1c \
+    --hash=sha256:2713baf880df847f2bece4230d4d094280f4e67b1e813eec43b4c0e144a34ffe \
+    --hash=sha256:2a15a08b17dd94c53a1da0438822d70ebcd13f8c3a95abe3a9ef9f11a94830aa \
+    --hash=sha256:2f981d352f04553a7171b8e44369f2af4055f888dfb147d55e42d29e29e74559 \
+    --hash=sha256:32001d6a8fc98c8cb5c947787c5d08b0a50663d139f1305bac5885d98d9b40fa \
+    --hash=sha256:3524b778fe5cfb3452a09d31e7b5adefeea8c5be1d43c4f810ba09f2ceb29d37 \
+    --hash=sha256:3537e01efc9d4dccdf77221fb1cb3b8e1a38d5428920e0657ce299b20324d758 \
+    --hash=sha256:35add3b638a5d900e807944a078b51922212fb3dedb01633a8defc4b01a3c85f \
+    --hash=sha256:38664109c14ffc9e7437e86b4dceb442b0096dfe3541d7864d9cbe1da4cf36c8 \
+    --hash=sha256:3a7e8ae81ae39e62a41ec302f972ba6ae23a5c5396c8e60113e9066ef893da0d \
+    --hash=sha256:3b562dd9e9ea93f13d53989d23a7e775fdfd1066c33494ff43f5418bc8c58a5c \
+    --hash=sha256:457a69a9577064c05a97c41f4e65148652db078a3a509039e64d3467b9e7ef97 \
+    --hash=sha256:4bd4cd07944443f5a265608cc6aab442e4f74dff8088b0dfc8238647b8f6ae9a \
+    --hash=sha256:4e885a3d1efa2eadc93c894a21770e4bc67899e3543680313b09f139e149ab19 \
+    --hash=sha256:4faffd047e07c38848ce017e8725090413cd80cbc23d86e55c587bf979e579c9 \
+    --hash=sha256:509fa21c6deb7a7a273d629cf5ec029bc209d1a51178615ddf718f5918992ab9 \
+    --hash=sha256:5678211cb9333a6468fb8d8be0305520aa073f50d17f089b5b4b477ea6e67fdc \
+    --hash=sha256:591ae9f2a647529ca990bc681daebdd52c8791ff06c2bfa05b65163e28102ef2 \
+    --hash=sha256:5a7d5dc5140555cf21a6fefbdbf8723f06fcd2f63ef108f2854de715e4422cb4 \
+    --hash=sha256:69c0b73548bc525c8cb9a251cddf1931d1db4d2258e9599c28c07ef3580ef354 \
+    --hash=sha256:6b5420a1d9450023228968e7e6a9ce57f65d148ab56d2313fcd589eee96a7a50 \
+    --hash=sha256:722695808f4b6457b320fdc131280796bdceb04ab50fe1795cd540799ebe1698 \
+    --hash=sha256:729586769a26dbceff69f7a7dbbf59ab6572b99d94576a5592625d5b411576b9 \
+    --hash=sha256:77f0643abe7495da77fb436f50f8dab76dbc6e5fd25d39589a0f1fe6548bfa2b \
+    --hash=sha256:795e7751525cae078558e679d646ae45574b47ed6e7771863fcc079a6171a0fc \
+    --hash=sha256:7be7b61bb172e1ed687f1754f8e7484f1c8019780f6f6b0786e76bb01c2ae115 \
+    --hash=sha256:7c3fb7d25180895632e5d3148dbdc29ea38ccb7fd210aa27acbd1201a1902c6e \
+    --hash=sha256:7e68f88e5b8799aa49c85cd116c932a1ac15caaa3f5db09087854d218359e485 \
+    --hash=sha256:83891d0e9fb81a825d9a6d61e3f07550ca70a076484292a70fde82c4b807286f \
+    --hash=sha256:8485f406a96febb5140bfeca44a73e3ce5116b2501ac54fe953e488fb1d03b12 \
+    --hash=sha256:8709b08f4a89aa7586de0aadc8da56180242ee0ada3999749b183aa23df95025 \
+    --hash=sha256:8f71bc33915be5186016f675cd83a1e08523649b0e33efdb898db577ef5bb009 \
+    --hash=sha256:915c04ba3851909ce68ccc2b8e2cd691618c4dc4c4232fb7982bca3f41fd8c3d \
+    --hash=sha256:949b8d66bc381ee8b007cd945914c721d9aba8e27f71959d750a46f7c282b20b \
+    --hash=sha256:94c6f0bb423f739146aec64595853541634bde58b2135f27f61c1ffd1cd4d16a \
+    --hash=sha256:9a1abfdc021a164803f4d485104931fb8f8c1efd55bc6b748d2f5774e78b62c5 \
+    --hash=sha256:9b79b7a16f7fedff2495d684f2b59b0457c3b493778c9eed31111be64d58279f \
+    --hash=sha256:a320721ab5a1aba0a233739394eb907f8c8da5c98c9181d1161e77a0c8e36f2d \
+    --hash=sha256:a4afe79fb3de0b7097d81da19090f4df4f8d3a2b3adaa8764138aac2e44f3af1 \
+    --hash=sha256:ad2cf8aa28b8c020ab2fc8287b0f823d0a7d8630784c31e9ee5edea20f406287 \
+    --hash=sha256:b8512a91625c9b3da6f127803b166b629725e68af71f8184ae7e7d54686a56d6 \
+    --hash=sha256:bc51efed119bc9cfdf792cdeaa4d67e8f6fcccab66ed4bfdd6bde3e59bfcbb2f \
+    --hash=sha256:bdc919ead48f234740ad807933cdf545180bfbe9342c2bb451556db2ed958581 \
+    --hash=sha256:bdd37121970bfd8be76c5fb069c7751683bdf373db1ed6c010162b2a130248ed \
+    --hash=sha256:be8813b57049a7dc738189df53d69395eba14fb99345e0a5994914a3864c8a4b \
+    --hash=sha256:c0c0b3ade1c0b13b936d7970b1d37a57acde9199dc2aecc4c336773e1d86049c \
+    --hash=sha256:c47a551199eb8eb2121d4f0f15ae0f923d31350ab9280078d1e5f12b249e0026 \
+    --hash=sha256:c4ffb7ebf07cfe8931028e3e4c85f0357459a3f9f9490886198848f4fa002ec8 \
+    --hash=sha256:ccfcd093f13f0f0b7fdd0f198b90053bf7b2f02a3927a30e63f3ccc9df56b676 \
+    --hash=sha256:d2ee202e79d8ed691ceebae8e0486bd9a2cd4794cec4824e1c99b6f5009502f6 \
+    --hash=sha256:d53197da72cc091b024dd97249dfc7794d6a56530370992a5e1a08983ad9230e \
+    --hash=sha256:d6dd0be5b5b189d31db7cda48b91d7e0a9795f31430b7f271219ab30f1d3ac9d \
+    --hash=sha256:d88b440e37a16e651bda4c7c2b930eb586fd15ca7406cb39e211fcff3bf3017d \
+    --hash=sha256:de8a88e63464af587c950061a5e6a67d3632e36df62b986892331d4620a35c01 \
+    --hash=sha256:df2449253ef108a379b8b5d6b43f4b1a8e81a061d6537becd5582fba5f9196d7 \
+    --hash=sha256:e1c1493fb6e50ab01d20a22826e57520f1284df32f2d8601fdd90b6304601419 \
+    --hash=sha256:e1cf1972137e83c5d4c136c43ced9ac51d0e124706ee1c8aa8532c1287fa8795 \
+    --hash=sha256:e2103a929dfa2fcaf9bb4e7c091983a49c9ac3b19c9061b6d5427dd7d14d81a1 \
+    --hash=sha256:e56b7d45a839a697b5eb268c82a71bd8c7f6c94d6fd50c3d577fa39a9f1409f5 \
+    --hash=sha256:e8afc3f2ccfa24215f8cb28dcf43f0113ac3c37c2f0f0806d8c70e4228c5cf4d \
+    --hash=sha256:e8fc20152abba6b83724d7ff268c249fa196d8259ff481f3b1476383f8f24e42 \
+    --hash=sha256:eaa9599de571d72e2daf60164784109f19978b327a3910d3e9de8c97b5b70cfe \
+    --hash=sha256:ec15a59cf5af7be74194f7ab02d0f59a62bdcf1a537677ce67a2537c9b87fcda \
+    --hash=sha256:f190daf01f13c72eac4efd5c430a8de82489d9cff23c364c3ea822545032993e \
+    --hash=sha256:f34c41761022dd093b4b6896d4810782ffbabe30f2d443ff5f083e0cbbb8c737 \
+    --hash=sha256:f3e98bb3798ead92273dc0e5fd0f31ade220f59a266ffd8a4f6065e0a3ce0523 \
+    --hash=sha256:f42d0984e947b8adf7dd6dde396e720934d12c506ce84eea8476409563607591 \
+    --hash=sha256:f71a396b3bf33ecaa1626c255855702aca4d3d9fea5e051b41ac59a9c1c41edc \
+    --hash=sha256:f9e130248f4462aaa8e2552d547f36ddadbeaa573879158d721bbd33dfe4743a \
+    --hash=sha256:fed51ac40f757d41b7c48425901843666a6677e3e8eb0abcff09e4ba6e664f50
+    # via jinja2
+matplotlib-inline==0.2.2 \
+    --hash=sha256:3c821cf1c209f59fb2d2d64abbf5b23b67bcb2210d663f9918dd851c6da1fcf6 \
+    --hash=sha256:72f3fe8fce36b70d4a5b612f899090cd0401deddc4ea90e1572b9f4bfb058c79
+    # via ipython
+mdurl==0.1.2 \
+    --hash=sha256:84008a41e51615a49fc9966191ff91509e3c40b939176e643fd50a5c2196b8f8 \
+    --hash=sha256:bb413d29f5eea38f31dd4754dd7377d4465116fb207585f97bf925588687c1ba
+    # via markdown-it-py
+microdf-python==1.3.0 \
+    --hash=sha256:e17757a198648108eae24f39384e27b5ae8061acf1b43fa56520010dc00a7b55 \
+    --hash=sha256:f352fe32c25a4fd6d6188ef6aaca0214b53b29a8a7913aca6af0362dd9c922bd
+    # via
+    #   policyengine
+    #   policyengine-core
+    #   policyengine-us
+msgpack==1.1.2 \
+    --hash=sha256:0051fffef5a37ca2cd16978ae4f0aef92f164df86823871b5162812bebecd8e2 \
+    --hash=sha256:04fb995247a6e83830b62f0b07bf36540c213f6eac8e851166d8d86d83cbd014 \
+    --hash=sha256:180759d89a057eab503cf62eeec0aa61c4ea1200dee709f3a8e9397dbb3b6931 \
+    --hash=sha256:1d1418482b1ee984625d88aa9585db570180c286d942da463533b238b98b812b \
+    --hash=sha256:1de460f0403172cff81169a30b9a92b260cb809c4cb7e2fc79ae8d0510c78b6b \
+    --hash=sha256:1fdf7d83102bf09e7ce3357de96c59b627395352a4024f6e2458501f158bf999 \
+    --hash=sha256:1fff3d825d7859ac888b0fbda39a42d59193543920eda9d9bea44d958a878029 \
+    --hash=sha256:283ae72fc89da59aa004ba147e8fc2f766647b1251500182fac0350d8af299c0 \
+    --hash=sha256:2929af52106ca73fcb28576218476ffbb531a036c2adbcf54a3664de124303e9 \
+    --hash=sha256:2e86a607e558d22985d856948c12a3fa7b42efad264dca8a3ebbcfa2735d786c \
+    --hash=sha256:350ad5353a467d9e3b126d8d1b90fe05ad081e2e1cef5753f8c345217c37e7b8 \
+    --hash=sha256:354e81bcdebaab427c3df4281187edc765d5d76bfb3a7c125af9da7a27e8458f \
+    --hash=sha256:365c0bbe981a27d8932da71af63ef86acc59ed5c01ad929e09a0b88c6294e28a \
+    --hash=sha256:372839311ccf6bdaf39b00b61288e0557916c3729529b301c52c2d88842add42 \
+    --hash=sha256:3b60763c1373dd60f398488069bcdc703cd08a711477b5d480eecc9f9626f47e \
+    --hash=sha256:41d1a5d875680166d3ac5c38573896453bbbea7092936d2e107214daf43b1d4f \
+    --hash=sha256:42eefe2c3e2af97ed470eec850facbe1b5ad1d6eacdbadc42ec98e7dcf68b4b7 \
+    --hash=sha256:446abdd8b94b55c800ac34b102dffd2f6aa0ce643c55dfc017ad89347db3dbdb \
+    --hash=sha256:454e29e186285d2ebe65be34629fa0e8605202c60fbc7c4c650ccd41870896ef \
+    --hash=sha256:4efd7b5979ccb539c221a4c4e16aac1a533efc97f3b759bb5a5ac9f6d10383bf \
+    --hash=sha256:5559d03930d3aa0f3aacb4c42c776af1a2ace2611871c84a75afe436695e6245 \
+    --hash=sha256:5928604de9b032bc17f5099496417f113c45bc6bc21b5c6920caf34b3c428794 \
+    --hash=sha256:59415c6076b1e30e563eb732e23b994a61c159cec44deaf584e5cc1dd662f2af \
+    --hash=sha256:5a46bf7e831d09470ad92dff02b8b1ac92175ca36b087f904a0519857c6be3ff \
+    --hash=sha256:602b6740e95ffc55bfb078172d279de3773d7b7db1f703b2f1323566b878b90e \
+    --hash=sha256:61c8aa3bd513d87c72ed0b37b53dd5c5a0f58f2ff9f26e1555d3bd7948fb7296 \
+    --hash=sha256:67016ae8c8965124fdede9d3769528ad8284f14d635337ffa6a713a580f6c030 \
+    --hash=sha256:6bde749afe671dc44893f8d08e83bf475a1a14570d67c4bb5cec5573463c8833 \
+    --hash=sha256:6c15b7d74c939ebe620dd8e559384be806204d73b4f9356320632d783d1f7939 \
+    --hash=sha256:70a0dff9d1f8da25179ffcf880e10cf1aad55fdb63cd59c9a49a1b82290062aa \
+    --hash=sha256:70c5a7a9fea7f036b716191c29047374c10721c389c21e9ffafad04df8c52c90 \
+    --hash=sha256:7bc8813f88417599564fafa59fd6f95be417179f76b40325b500b3c98409757c \
+    --hash=sha256:80a0ff7d4abf5fecb995fcf235d4064b9a9a8a40a3ab80999e6ac1e30b702717 \
+    --hash=sha256:86f8136dfa5c116365a8a651a7d7484b65b13339731dd6faebb9a0242151c406 \
+    --hash=sha256:897c478140877e5307760b0ea66e0932738879e7aa68144d9b78ea4c8302a84a \
+    --hash=sha256:8b696e83c9f1532b4af884045ba7f3aa741a63b2bc22617293a2c6a7c645f251 \
+    --hash=sha256:8e22ab046fa7ede9e36eeb4cfad44d46450f37bb05d5ec482b02868f451c95e2 \
+    --hash=sha256:94fd7dc7d8cb0a54432f296f2246bc39474e017204ca6f4ff345941d4ed285a7 \
+    --hash=sha256:99e2cb7b9031568a2a5c73aa077180f93dd2e95b4f8d3b8e14a73ae94a9e667e \
+    --hash=sha256:9ade919fac6a3e7260b7f64cea89df6bec59104987cbea34d34a2fa15d74310b \
+    --hash=sha256:9fba231af7a933400238cb357ecccf8ab5d51535ea95d94fc35b7806218ff844 \
+    --hash=sha256:a465f0dceb8e13a487e54c07d04ae3ba131c7c5b95e2612596eafde1dccf64a9 \
+    --hash=sha256:a605409040f2da88676e9c9e5853b3449ba8011973616189ea5ee55ddbc5bc87 \
+    --hash=sha256:a668204fa43e6d02f89dbe79a30b0d67238d9ec4c5bd8a940fc3a004a47b721b \
+    --hash=sha256:a7787d353595c7c7e145e2331abf8b7ff1e6673a6b974ded96e6d4ec09f00c8c \
+    --hash=sha256:a8f6e7d30253714751aa0b0c84ae28948e852ee7fb0524082e6716769124bc23 \
+    --hash=sha256:ad09b984828d6b7bb52d1d1d0c9be68ad781fa004ca39216c8a1e63c0f34ba3c \
+    --hash=sha256:bafca952dc13907bdfdedfc6a5f579bf4f292bdd506fadb38389afa3ac5b208e \
+    --hash=sha256:be52a8fc79e45b0364210eef5234a7cf8d330836d0a64dfbb878efa903d84620 \
+    --hash=sha256:be5980f3ee0e6bd44f3a9e9dea01054f175b50c3e6cdb692bc9424c0bbb8bf69 \
+    --hash=sha256:c63eea553c69ab05b6747901b97d620bb2a690633c77f23feb0c6a947a8a7b8f \
+    --hash=sha256:d198d275222dc54244bf3327eb8cbe00307d220241d9cec4d306d49a44e85f68 \
+    --hash=sha256:d62ce1f483f355f61adb5433ebfd8868c5f078d1a52d042b0a998682b4fa8c27 \
+    --hash=sha256:d99ef64f349d5ec3293688e91486c5fdb925ed03807f64d98d205d2713c60b46 \
+    --hash=sha256:db6192777d943bdaaafb6ba66d44bf65aa0e9c5616fa1d2da9bb08828c6b39aa \
+    --hash=sha256:e23ce8d5f7aa6ea6d2a2b326b4ba46c985dbb204523759984430db7114f8aa00 \
+    --hash=sha256:e64c8d2f5e5d5fda7b842f55dec6133260ea8f53c4257d64494c534f306bf7a9 \
+    --hash=sha256:e69b39f8c0aa5ec24b57737ebee40be647035158f14ed4b40e6f150077e21a84 \
+    --hash=sha256:ea5405c46e690122a76531ab97a079e184c0daf491e588592d6a23d3e32af99e \
+    --hash=sha256:f2cb069d8b981abc72b41aea1c580ce92d57c673ec61af4c500153a626cb9e20 \
+    --hash=sha256:fac4be746328f90caa3cd4bc67e6fe36ca2bf61d5c6eb6d895b6527e3f05071e \
+    --hash=sha256:fffee09044073e69f2bad787071aeec727183e7580443dfeb8556cbf1978d162
+    # via blosc2
+ndindex==1.10.1 \
+    --hash=sha256:03cf1e6cdac876bd8fc92d3b65bb223496b1581d10eab3ba113f7c195121a959 \
+    --hash=sha256:046c1e88d46b2bd2fd3483e06d27b4e85132b55bc693f2fca2db0bb56eea1e78 \
+    --hash=sha256:08bfdc1f7a0b408d15b3ce61d141ebbebdb47a25341967e425e104c5bd512a5c \
+    --hash=sha256:092b92c07690292ec7c6b266c38d7e63d254ec8d913ed06f2a8e16103eb7861a \
+    --hash=sha256:0ad8e060b26568c4e67c7b1dc2bc64e28597afdaabd7d63f98f655bfe2daa644 \
+    --hash=sha256:0f6113c1f031248f8818cbee1aa92aa3c9472b7701debcce9fddebcd2f610f11 \
+    --hash=sha256:157b5c34a1b779f5d27b790d9bd7e7b156d284e76be83c591a3ba003984f4956 \
+    --hash=sha256:1827a40301405b44ad709e388c5b48cf35cd90a67f77e63f0f17d87f6000fa81 \
+    --hash=sha256:1ae21b06235cb0884e97cf672780c170449baa0314085595cfe751705fa352de \
+    --hash=sha256:23d35696f802548143b5cc199bf2f171efb0061aa7934959251dd3bae56d038c \
+    --hash=sha256:27385939f317b55773ea53f6bf9334810cf1d66206034c0a6a6f2a88f2001c3c \
+    --hash=sha256:27a7729a4d33df6b96f7d5edff281d2b987bbe6545031c5eb606b95c47694f54 \
+    --hash=sha256:28741daca5926adff402247cd406f453ed5bb6042e82d6855938f805190e5ce9 \
+    --hash=sha256:2d6442ecce9b395aade5e9f2431e169e01393953a069f6d2d53a63b6c94d1d06 \
+    --hash=sha256:3307817bdc92846b18f309fae3582856f567dd6e0742fb0b41ac68682bfc4e2a \
+    --hash=sha256:346a4bf09f5771548665c8206e81daadb6b9925d409746e709894bdd98adc701 \
+    --hash=sha256:37f87f0e7690ae0324334740e0661d6297f2e62c9bf925127d249fb7eddd0ad8 \
+    --hash=sha256:3b0d9ce2c8488444499ab6d40e92e09867bf4413f5cf04c01635de923f44aa67 \
+    --hash=sha256:3ce3bd0882572269ca09285112cf38ce84baa2aaa5891551af968ca7c18f84bb \
+    --hash=sha256:4cea15cff221e76abd12e3e940c26124184735cf421c229307f5db6742e14dd7 \
+    --hash=sha256:588e8875d836a93b3cd9af482c8074bb02288ae1aff92cf277e1f02d9ae0f992 \
+    --hash=sha256:59a3222befc0f7cdc85fb9b90a567ae890f70a864bdeb660517e9ebcb36bf1bc \
+    --hash=sha256:5c026dbbf2455d97ce6456d8a50b349aee8fefa11027d020638c89e9be2c9c4c \
+    --hash=sha256:5c3634a8df43e7928122225a3d64d850c8957bd1edf2e403907deacb478af27b \
+    --hash=sha256:6928e47fb008903f2e41309b7ff1e59b16abbcd59e2e945454571c28b2433c9e \
+    --hash=sha256:72af787dcee3661f36fff9d144d989aacefe32e2c8b51ceef9babd46afb93a18 \
+    --hash=sha256:752e78a5e87911ded117c57a7246596f26c9c6da066de3c2b533b3db694949bb \
+    --hash=sha256:777bb6fa1dc72527fb43744b8c1499ca86e8e110b238d7aad6a686489c23d3bd \
+    --hash=sha256:78bfe25941d2dac406391ddd9baf0b0fce163807b98ecc2c47a3030ee8466319 \
+    --hash=sha256:78ce45106ebf67aeba99714818c721d8fd5fb9534daebd2565665a2d64b50fc9 \
+    --hash=sha256:7da34a78410c14341d5fff73be5ce924bd36500bf7f640fc59b8607d3a0df95e \
+    --hash=sha256:8644c76e74c0fbbdaa54752de30b7c6b98b1e8f6c05f0c6228632a29c862d83f \
+    --hash=sha256:87f83e8c35a7f49a68cd3a3054c406e6c22f8c1315f3905f7a778c657669187e \
+    --hash=sha256:890bb92f0a779e6f16bdbcc8bd2e06c32bcc0239e5893ba246114eb924aecaaa \
+    --hash=sha256:8ff1558ddbfedcecd1f6ed7777530917ad08f9c253fcaa8b7152a7aa4ca0264f \
+    --hash=sha256:9599fcb7411ffe601c367f0a5d4bc0ed588e3e7d9dc7604bdb32c8f669456b9e \
+    --hash=sha256:967b87b88dadb62555ec1039695c347254eccb8ca3d124c0e5dbe084c525fa93 \
+    --hash=sha256:9b5297f207ebc068c7cdf9e3cd7b95aa5c9ec04295d0a7e56b529f66787d4685 \
+    --hash=sha256:9d581f931e61f182478f18bdf5edd3955899df5da4892ed0d5de547a4cfd5b6f \
+    --hash=sha256:9fdf3ca16efcdfbb8800aa88fbab1bc6528e6a0504bcb9cf7af4cb9d50e9f5d9 \
+    --hash=sha256:a91e1a0398120233d5c3b23ccb2d4b78e970d66136f1a7221fa9a53873c3d5c5 \
+    --hash=sha256:a9a211ec2198994cb3600cd46adb335a740f27e4d406b40d48ed7b98d2d2a89b \
+    --hash=sha256:ae73cd2d66b09ef2f2a7d7f93bad396d6abf168d1ee825e403c6c5fb8ae1341c \
+    --hash=sha256:bada24abee6bc6ca438b2e6b68a752fc9b58b67bdcb54008e2bc6330ecb0a777 \
+    --hash=sha256:bc236d1612714cbd80610cf25a6ef92584ff1402e9d5a5c50e926195716f7d22 \
+    --hash=sha256:c5e9762452b163e33cfb6e821f86e45ba0b53bdfcd23ab5d57b48a8f566898cb \
+    --hash=sha256:c65ca639a7abf72d79f22424f4abd18dece1f289a2b7b028a0ca455edd2168d4 \
+    --hash=sha256:c67dde588c0fb89d872931a4ed5f9b4d21c1c70a3d92fdf0812a1de154239816 \
+    --hash=sha256:c9dd58d91220b1c1fe516324bfcf4114566c98e84b1cbbe416abe345c75bd557 \
+    --hash=sha256:cb76e0f3f235d8b1c768b17e771de48775d281713795c3aa045e8114ad61bdda \
+    --hash=sha256:cdb86a4176f2ae23bd4bcd0401ca35d5dad2d1ed0d0dca1ff64480ebe41b75d9 \
+    --hash=sha256:cf5855881884b8467dfcf45764ccf2e4279075be14b155b89c96994bb08d2e6f \
+    --hash=sha256:cf80241b40adffdc3276b2c9fb63a96c6c98b4a9d941892738de8add65083962 \
+    --hash=sha256:cf9e05986b2eb8c5993bce0f911d6cedd15bda30b5e35dd354b1ad1f4cc3599d \
+    --hash=sha256:d0ebdba2fade3f6916fe21fd49e2a0935af4f58c56100a60f3f2eb26e20baee7 \
+    --hash=sha256:dc7ebdbd465d25f29a9cd7ba31c304172351fc85626835385bcb72807d309a9a \
+    --hash=sha256:e2ad917bcdf8dc5ba1e21f01054c991d26862d4d01c3c203a50e907096d558ac \
+    --hash=sha256:e69a2cb1ac7be955c3c77f1def83f410775a81525c9ce2d4c0a3f2a61589ed47 \
+    --hash=sha256:e81a9bd36fe054b6c9fcc53d26bc9a28cf15d1ab52a0f5b854f894116f3a54e1 \
+    --hash=sha256:e851990a68937db5f485cd9f3e760c1fd47fa0f2a99f63a5e2cc880908faf3bb \
+    --hash=sha256:ef3ef22390a892d16286505083ee5b326317b21c255a0c7f744b1290a0b964a6 \
+    --hash=sha256:f77c4fd3f34c53037678020ab4e060da4bbdcae3a428797c7cbec69a6785dc93 \
+    --hash=sha256:f99b3e89220da3244d03c9c5473669c7107d361c129fd9b064622744dee1ce15 \
+    --hash=sha256:fa60637dfae1ee3fc057e420a52cc4ace38cf2c0d1a0451af2a3cba84d281842 \
+    --hash=sha256:fe5341e24dc992b09c258456ac90a09a6d25efdc2cb86dcc91d32c8891e1df9a
+    # via blosc2
+networkx==3.6.1 \
+    --hash=sha256:26b7c357accc0c8cde558ad486283728b65b6a95d85ee1cd66bafab4c8168509 \
+    --hash=sha256:d47fbf302e7d9cbbb9e2555a0d267983d2aa476bac30e90dfbe5669bd57f3762
+    # via pyvis
+numexpr==2.14.1 \
+    --hash=sha256:03130afa04edf83a7b590d207444f05a00363c9b9ea5d81c0f53b1ea13fad55a \
+    --hash=sha256:05f9366d23a2e991fd5a8b5e61a17558f028ba86158a4552f8f239b005cdf83c \
+    --hash=sha256:06855053de7a3a8425429bd996e8ae3c50b57637ad3e757e0fa0602a7874be30 \
+    --hash=sha256:09078ba73cffe94745abfbcc2d81ab8b4b4e9d7bfbbde6cac2ee5dbf38eee222 \
+    --hash=sha256:0d1dcbdc4d0374c0d523cee2f94f06b001623cbc1fd163612841017a3495427c \
+    --hash=sha256:15015d47d3d1487072d58c0e7682ef2eb608321e14099c39d52e2dd689483611 \
+    --hash=sha256:1f1a5e817c534539351aa75d26088e9e1e0ef1b3a6ab484047618a652ccc4fc3 \
+    --hash=sha256:2773ee1133f77009a1fc2f34fe236f3d9823779f5f75450e183137d49f00499f \
+    --hash=sha256:2a381e5e919a745c9503bcefffc1c7f98c972c04ec58fc8e999ed1a929e01ba6 \
+    --hash=sha256:2d03fcb4644a12f70a14d74006f72662824da5b6128bf1bcd10cc3ed80e64c34 \
+    --hash=sha256:2eac7a5a2f70b3768c67056445d1ceb4ecd9b853c8eda9563823b551aeaa5082 \
+    --hash=sha256:33265294376e7e2ae4d264d75b798a915d2acf37b9dd2b9405e8b04f84d05cfc \
+    --hash=sha256:36f8d5c1bd1355df93b43d766790f9046cccfc1e32b7c6163f75bcde682cda07 \
+    --hash=sha256:3a2839efa25f3c8d4133252ea7342d8f81226c7c4dda81f97a57e090b9d87a48 \
+    --hash=sha256:439ec4d57b853792ebe5456e3160312281c3a7071ecac5532ded3278ede614de \
+    --hash=sha256:44f84e0e5af219dbb62a081606156420815890e041b87252fbcea5df55214c4c \
+    --hash=sha256:47041f2f7b9e69498fb311af672ba914a60e6e6d804011caacb17d66f639e659 \
+    --hash=sha256:4be00b1086c7b7a5c32e31558122b7b80243fe098579b170967da83f3152b48b \
+    --hash=sha256:538961096c2300ea44240209181e31fae82759d26b51713b589332b9f2a4117e \
+    --hash=sha256:557887ad7f5d3c2a40fd7310e50597045a68e66b20a77b3f44d7bc7608523b4b \
+    --hash=sha256:587c41509bc373dfb1fe6086ba55a73147297247bedb6d588cda69169fc412f2 \
+    --hash=sha256:5aedf38d4c0c19d3cecfe0334c3f4099fb496f54c146223d30fa930084bc8574 \
+    --hash=sha256:638dce8320f4a1483d5ca4fda69f60a70ed7e66be6e68bc23fb9f1a6b78a9e3b \
+    --hash=sha256:64ae5dfd62d74a3ef82fe0b37f80527247f3626171ad82025900f46ffca4b39a \
+    --hash=sha256:67ea4771029ce818573b1998f5ca416bd255156feea017841b86176a938f7d19 \
+    --hash=sha256:6e575fd3ad41ddf3355d0c7ef6bd0168619dc1779a98fe46693cad5e95d25e6e \
+    --hash=sha256:70d80fcb418a54ca208e9a38e58ddc425c07f66485176b261d9a67c7f2864f73 \
+    --hash=sha256:75440c54fc01e130396650fdf307aa9d41a67dc06ddbfb288971b591c13a395b \
+    --hash=sha256:76db0bc6267e591ab9c4df405ffb533598e4c88239db7338d11ae9e4b368a85a \
+    --hash=sha256:790447be6879a6c51b9545f79612d24c9ea0a41d537a84e15e6a8ddef0b6268e \
+    --hash=sha256:7e87f6d203ac57239de32261c941e9748f9309cbc0da6295eabd0c438b920d3a \
+    --hash=sha256:823cd82c8e7937981339f634e7a9c6a92cb2d0b9d0a5cf627a5e394fffc05377 \
+    --hash=sha256:83647d846d3eeeb9a9255311236135286728b398d0d41d35dedb532dca807fe9 \
+    --hash=sha256:91ebae0ab18c799b0e6b8c5a8d11e1fa3848eb4011271d99848b297468a39430 \
+    --hash=sha256:94c711f6d8f17dfb4606842b403699603aa591ab9f6bf23038b488ea9cfb0f09 \
+    --hash=sha256:955c92b064f9074d2970cf3138f5e3b965be673b82024962ed526f39bc25a920 \
+    --hash=sha256:9f9137f1351b310436662b5dc6f4082a245efa8950c3b0d9008028df92fefb9b \
+    --hash=sha256:9fdcd4735121658a313f878fd31136d1bfc6a5b913219e7274e9fca9f8dac3bb \
+    --hash=sha256:a40b350cd45b4446076fa11843fa32bbe07024747aeddf6d467290bf9011b392 \
+    --hash=sha256:a4ba71db47ea99c659d88ee6233fa77b6dc83392f1d324e0c90ddf617ae3f421 \
+    --hash=sha256:af111c8fe6fc55d15e4c7cab11920fc50740d913636d486545b080192cd0ad73 \
+    --hash=sha256:c5f1b1605695778896534dfc6e130d54a65cd52be7ed2cd0cfee3981fd676bf5 \
+    --hash=sha256:d08856cfc1b440eb1caaa60515235369654321995dd68eb9377577392020f6cb \
+    --hash=sha256:d0fab3fd06a04f6b86102552b26aa5d85e20ac7d8296c15764c726eeabae6cc8 \
+    --hash=sha256:d686dfb2c1382d9e6e0ee0b7647f943c1886dba3adbf606c625479f35f1956c1 \
+    --hash=sha256:db78fa0c9fcbaded3ae7453faf060bd7a18b0dc10299d7fcd02d9362be1213ed \
+    --hash=sha256:dce0b5a0447baa7b44bc218ec2d7dcd175b8eee6083605293349c0c1d9b82fb6 \
+    --hash=sha256:dd72d8c2a165fe45ea7650b16eb8cc1792a94a722022006bb97c86fe51fd2091 \
+    --hash=sha256:dde9fa47ed319e1e1728940a539df3cb78326b7754bc7c6ab3152afc91808f9b \
+    --hash=sha256:e23b87f744e04e302d82ac5e2189ae20a533566aec76a46885376e20b0645bf8 \
+    --hash=sha256:e9b2f957798c67a2428be96b04bce85439bed05efe78eb78e4c2ca43737578e7 \
+    --hash=sha256:ebe4980f9494b9f94d10d2e526edc29e72516698d3bf95670ba79415492212a4 \
+    --hash=sha256:ec368819502b64f190c3f71be14a304780b5935c42aae5bf22c27cc2cbba70b5 \
+    --hash=sha256:ede79f7ff06629f599081de644546ce7324f1581c09b0ac174da88a470d39c21 \
+    --hash=sha256:edea2f20c2040df8b54ee8ca8ebda63de9545b2112872466118e9df4d0ae99f3 \
+    --hash=sha256:eee6d4fbbbc368e6cdd0772734d6249128d957b3b8ad47a100789009f4de7083 \
+    --hash=sha256:fdd886f4b7dbaf167633ee396478f0d0aa58ea2f9e7ccc3c6431019623e8d68f
+    # via
+    #   blosc2
+    #   policyengine-core
+    #   tables
+numpy==2.4.4 \
+    --hash=sha256:07077278157d02f65c43b1b26a3886bce886f95d20aabd11f87932750dfb14ed \
+    --hash=sha256:08f2e31ed5e6f04b118e49821397f12767934cfdd12a1ce86a058f91e004ee50 \
+    --hash=sha256:0aec54fd785890ecca25a6003fd9a5aed47ad607bbac5cd64f836ad8666f4959 \
+    --hash=sha256:0d35aea54ad1d420c812bfa0385c71cd7cc5bcf7c65fed95fc2cd02fe8c79827 \
+    --hash=sha256:0d4e437e295f18ec29bc79daf55e8a47a9113df44d66f702f02a293d93a2d6dd \
+    --hash=sha256:0dfd3f9d3adbe2920b68b5cd3d51444e13a10792ec7154cd0a2f6e74d4ab3233 \
+    --hash=sha256:1378871da56ca8943c2ba674530924bb8ca40cd228358a3b5f302ad60cf875fc \
+    --hash=sha256:15716cfef24d3a9762e3acdf87e27f58dc823d1348f765bbea6bef8c639bfa1b \
+    --hash=sha256:19710a9ca9992d7174e9c52f643d4272dcd1558c5f7af7f6f8190f633bd651a7 \
+    --hash=sha256:23cbfd4c17357c81021f21540da84ee282b9c8fba38a03b7b9d09ba6b951421e \
+    --hash=sha256:2483e4584a1cb3092da4470b38866634bafb223cbcd551ee047633fd2584599a \
+    --hash=sha256:27a8d92cd10f1382a67d7cf4db7ce18341b66438bdd9f691d7b0e48d104c2a9d \
+    --hash=sha256:28a650663f7314afc3e6ec620f44f333c386aad9f6fc472030865dc0ebb26ee3 \
+    --hash=sha256:2aa0613a5177c264ff5921051a5719d20095ea586ca88cc802c5c218d1c67d3e \
+    --hash=sha256:2c194dd721e54ecad9ad387c1d35e63dce5c4450c6dc7dd5611283dda239aabb \
+    --hash=sha256:2d19e6e2095506d1736b7d80595e0f252d76b89f5e715c35e06e937679ea7d7a \
+    --hash=sha256:2d390634c5182175533585cc89f3608a4682ccb173cc9bb940b2881c8d6f8fa0 \
+    --hash=sha256:30caa73029a225b2d40d9fae193e008e24b2026b7ee1a867b7ee8d96ca1a448e \
+    --hash=sha256:42c16925aa5a02362f986765f9ebabf20de75cdefdca827d14315c568dcab113 \
+    --hash=sha256:45dbed2ab436a9e826e302fcdcbe9133f9b0006e5af7168afb8963a6520da103 \
+    --hash=sha256:4636de7fd195197b7535f231b5de9e4b36d2c440b6e566d2e4e4746e6af0ca93 \
+    --hash=sha256:4a19d9dba1a76618dd86b164d608566f393f8ec6ac7c44f0cc879011c45e65af \
+    --hash=sha256:4bbc7f303d125971f60ec0aaad5e12c62d0d2c925f0ab1273debd0e4ba37aba5 \
+    --hash=sha256:4d6d57903571f86180eb98f8f0c839fa9ebbfb031356d87f1361be91e433f5b7 \
+    --hash=sha256:4e874c976154687c1f71715b034739b45c7711bec81db01914770373d125e392 \
+    --hash=sha256:51fc224f7ca4d92656d5a5eb315f12eb5fe2c97a66249aa7b5f562528a3be38c \
+    --hash=sha256:58c8b5929fcb8287cbd6f0a3fae19c6e03a5c48402ae792962ac465224a629a4 \
+    --hash=sha256:5a285b3b96f951841799528cd1f4f01cd70e7e0204b4abebac9463eecfcf2a40 \
+    --hash=sha256:5c70f1cc1c4efbe316a572e2d8b9b9cc44e89b95f79ca3331553fbb63716e2bf \
+    --hash=sha256:62d6b0f03b694173f9fcb1fb317f7222fd0b0b103e784c6549f5e53a27718c44 \
+    --hash=sha256:6a246d5914aa1c820c9443ddcee9c02bec3e203b0c080349533fae17727dfd1b \
+    --hash=sha256:6aa3236c78803afbcb255045fbef97a9e25a1f6c9888357d205ddc42f4d6eba5 \
+    --hash=sha256:6bbe4eb67390b0a0265a2c25458f6b90a409d5d069f1041e6aff1e27e3d9a79e \
+    --hash=sha256:715d1c092715954784bc79e1174fc2a90093dc4dc84ea15eb14dad8abdcdeb74 \
+    --hash=sha256:72944b19f2324114e9dc86a159787333b77874143efcf89a5167ef83cfee8af0 \
+    --hash=sha256:81f4a14bee47aec54f883e0cad2d73986640c1590eb9bfaaba7ad17394481e6e \
+    --hash=sha256:846300f379b5b12cc769334464656bc882e0735d27d9726568bc932fdc49d5ec \
+    --hash=sha256:86b6f55f5a352b48d7fbfd2dbc3d5b780b2d79f4d3c121f33eb6efb22e9a2015 \
+    --hash=sha256:874f200b2a981c647340f841730fc3a2b54c9d940566a3c4149099591e2c4c3d \
+    --hash=sha256:8a87ec22c87be071b6bdbd27920b129b94f2fc964358ce38f3822635a3e2e03d \
+    --hash=sha256:8b3b60bb7cba2c8c81837661c488637eee696f59a877788a396d33150c35d842 \
+    --hash=sha256:8e3ed142f2728df44263aaf5fb1f5b0b99f4070c553a0d7f033be65338329150 \
+    --hash=sha256:93e15038125dc1e5345d9b5b68aa7f996ec33b98118d18c6ca0d0b7d6198b7e8 \
+    --hash=sha256:989824e9faf85f96ec9c7761cd8d29c531ad857bfa1daa930cba85baaecf1a9a \
+    --hash=sha256:99d838547ace2c4aace6c4f76e879ddfe02bb58a80c1549928477862b7a6d6ed \
+    --hash=sha256:9b2aec6af35c113b05695ebb5749a787acd63cafc83086a05771d1e1cd1e555f \
+    --hash=sha256:9c585a1790d5436a5374bac930dad6ed244c046ed91b2b2a3634eb2971d21008 \
+    --hash=sha256:a7164afb23be6e37ad90b2f10426149fd75aee07ca55653d2aa41e66c4ef697e \
+    --hash=sha256:ac6b31e35612a26483e20750126d30d0941f949426974cace8e6b5c58a3657b0 \
+    --hash=sha256:ad2e2ef14e0b04e544ea2fa0a36463f847f113d314aa02e5b402fdf910ef309e \
+    --hash=sha256:b268594bccac7d7cf5844c7732e3f20c50921d94e36d7ec9b79e9857694b1b2f \
+    --hash=sha256:b5f0362dc928a6ecd9db58868fca5e48485205e3855957bdedea308f8672ea4a \
+    --hash=sha256:ba1f4fc670ed79f876f70082eff4f9583c15fb9a4b89d6188412de4d18ae2f40 \
+    --hash=sha256:ba203255017337d39f89bdd58417f03c4426f12beed0440cfd933cb15f8669c7 \
+    --hash=sha256:c901b15172510173f5cb310eae652908340f8dede90fff9e3bf6c0d8dfd92f83 \
+    --hash=sha256:c9b39d38a9bd2ae1becd7eac1303d031c5c110ad31f2b319c6e7d98b135c934d \
+    --hash=sha256:d2a8490669bfe99a233298348acc2d824d496dee0e66e31b66a6022c2ad74a5c \
+    --hash=sha256:dddbbd259598d7240b18c9d87c56a9d2fb3b02fe266f49a7c101532e78c1d871 \
+    --hash=sha256:df3775294accfdd75f32c74ae39fcba920c9a378a2fc18a12b6820aa8c1fb502 \
+    --hash=sha256:e44319a2953c738205bf3354537979eaa3998ed673395b964c1176083dd46252 \
+    --hash=sha256:e4a010c27ff6f210ff4c6ef34394cd61470d01014439b192ec22552ee867f2a8 \
+    --hash=sha256:e823b8b6edc81e747526f70f71a9c0a07ac4e7ad13020aa736bb7c9d67196115 \
+    --hash=sha256:e892aff75639bbef0d2a2cfd55535510df26ff92f63c92cd84ef8d4ba5a5557f \
+    --hash=sha256:eea7ac5d2dce4189771cedb559c738a71512768210dc4e4753b107a2048b3d0e \
+    --hash=sha256:ef4059d6e5152fa1a39f888e344c73fdc926e1b2dd58c771d67b0acfbf2aa67d \
+    --hash=sha256:f169b9a863d34f5d11b8698ead99febeaa17a13ca044961aa8e2662a6c7766a0 \
+    --hash=sha256:f2cf083b324a467e1ab358c105f6cad5ea950f50524668a80c486ff1db24e119 \
+    --hash=sha256:f8474c4241bc18b750be2abea9d7a9ec84f46ef861dbacf86a4f6e043401f79e \
+    --hash=sha256:f983334aea213c99992053ede6168500e5f086ce74fbc4acc3f2b00f5762e9db \
+    --hash=sha256:f9e75681b59ddaa5e659898085ae0eaea229d054f2ac0c7e563a62205a700121 \
+    --hash=sha256:fbc356aae7adf9e6336d336b9c8111d390a05df88f1805573ebb0807bd06fd1d \
+    --hash=sha256:fcfe2045fd2e8f3cb0ce9d4ba6dba6333b8fa05bb8a4939c908cd43322d14c7e
+    # via
+    #   blosc2
+    #   h5py
+    #   microdf-python
+    #   numexpr
+    #   pandas
+    #   policyengine-core
+    #   spm-calculator
+    #   tables
+openpyxl==3.1.5 \
+    --hash=sha256:5282c12b107bffeef825f4617dc029afaf41d0ea60823bbb665ef3079dc79de2 \
+    --hash=sha256:cf0e3cf56142039133628b5acffe8ef0c12bc902d2aadd3e0fe5878dc08d1050
+    # via spm-calculator
+packaging==26.2 \
+    --hash=sha256:5fc45236b9446107ff2415ce77c807cee2862cb6fac22b8a73826d0693b0980e \
+    --hash=sha256:ff452ff5a3e828ce110190feff1178bb1f2ea2281fa2075aadb987c2fb221661
+    # via
+    #   huggingface-hub
+    #   plotly
+    #   policyengine
+    #   pytest
+    #   tables
+    #   wheel
+pandas==3.0.2 \
+    --hash=sha256:01f31a546acd5574ef77fe199bc90b55527c225c20ccda6601cf6b0fd5ed597c \
+    --hash=sha256:0555c5882688a39317179ab4a0ed41d3ebc8812ab14c69364bbee8fb7a3f6288 \
+    --hash=sha256:07a10f5c36512eead51bc578eb3354ad17578b22c013d89a796ab5eee90cd991 \
+    --hash=sha256:08504503f7101300107ecdc8df73658e4347586db5cfdadabc1592e9d7e7a0fd \
+    --hash=sha256:0f48afd9bb13300ffb5a3316973324c787054ba6665cda0da3fbd67f451995db \
+    --hash=sha256:140f0cffb1fa2524e874dde5b477d9defe10780d8e9e220d259b2c0874c89d9d \
+    --hash=sha256:232a70ebb568c0c4d2db4584f338c1577d81e3af63292208d615907b698a0f18 \
+    --hash=sha256:32cc41f310ebd4a296d93515fcac312216adfedb1894e879303987b8f1e2b97d \
+    --hash=sha256:339dda302bd8369dedeae979cb750e484d549b563c3f54f3922cb8ff4978c5eb \
+    --hash=sha256:4544c7a54920de8eeacaa1466a6b7268ecfbc9bc64ab4dbb89c6bbe94d5e0660 \
+    --hash=sha256:4d888a5c678a419a5bb41a2a93818e8ed9fd3172246555c0b37b7cc27027effd \
+    --hash=sha256:5371b72c2d4d415d08765f32d689217a43227484e81b2305b52076e328f6f482 \
+    --hash=sha256:57a07209bebcbcf768d2d13c9b78b852f9a15978dac41b9e6421a81ad4cdd276 \
+    --hash=sha256:5880314e69e763d4c8b27937090de570f1fb8d027059a7ada3f7f8e98bdcb677 \
+    --hash=sha256:5d3cfe227c725b1f3dff4278b43d8c784656a42a9325b63af6b1492a8232209e \
+    --hash=sha256:5fdbfa05931071aba28b408e59226186b01eb5e92bea2ab78b65863ca3228d84 \
+    --hash=sha256:60a80bb4feacbef5e1447a3f82c33209c8b7e07f28d805cfd1fb951e5cb443aa \
+    --hash=sha256:61c2fd96d72b983a9891b2598f286befd4ad262161a609c92dc1652544b46b76 \
+    --hash=sha256:63d141b56ef686f7f0d714cfb8de4e320475b86bf4b620aa0b7da89af8cbdbbb \
+    --hash=sha256:6c4d8458b97a35717b62469a4ea0e85abd5ed8687277f5ccfc67f8a5126f8c53 \
+    --hash=sha256:710246ba0616e86891b58ab95f2495143bb2bc83ab6b06747c74216f583a6ac9 \
+    --hash=sha256:734be7551687c00fbd760dc0522ed974f82ad230d4a10f54bf51b80d44a08702 \
+    --hash=sha256:7cadd7e9a44ec13b621aec60f9150e744cfc7a3dd32924a7e2f45edff31823b0 \
+    --hash=sha256:81526c4afd31971f8b62671442a4b2b51e0aa9acc3819c9f0f12a28b6fcf85f1 \
+    --hash=sha256:970762605cff1ca0d3f71ed4f3a769ea8f85fc8e6348f6e110b8fea7e6eb5a14 \
+    --hash=sha256:a3096110bf9eac0070b7208465f2740e2d8a670d5cb6530b5bb884eca495fd39 \
+    --hash=sha256:a4785e1d6547d8427c5208b748ae2efb64659a21bd82bf440d4262d02bfa02a4 \
+    --hash=sha256:a727a73cbdba2f7458dc82449e2315899d5140b449015d822f515749a46cbbe0 \
+    --hash=sha256:ae37e833ff4fed0ba352f6bdd8b73ba3ab3256a85e54edfd1ab51ae40cca0af8 \
+    --hash=sha256:aff4e6f4d722e0652707d7bcb190c445fe58428500c6d16005b02401764b1b3d \
+    --hash=sha256:b35d14bb5d8285d9494fe93815a9e9307c0876e10f1e8e89ac5b88f728ec8dcf \
+    --hash=sha256:b444dc64c079e84df91baa8bf613d58405645461cabca929d9178f2cd392398d \
+    --hash=sha256:b5329e26898896f06035241a626d7c335daa479b9bbc82be7c2742d048e41172 \
+    --hash=sha256:b5918ba197c951dec132b0c5929a00c0bf05d5942f590d3c10a807f6e15a57d3 \
+    --hash=sha256:b75c347eff42497452116ce05ef461822d97ce5b9ff8df6edacb8076092c855d \
+    --hash=sha256:c3b723df9087a9a9a840e263ebd9f88b64a12075d1bf2ea401a5a42f254f084d \
+    --hash=sha256:c934008c733b8bbea273ea308b73b3156f0181e5b72960790b09c18a2794fe1e \
+    --hash=sha256:d1478075142e83a5571782ad007fb201ed074bdeac7ebcc8890c71442e96adf7 \
+    --hash=sha256:d606a041c89c0a474a4702d532ab7e73a14fe35c8d427b972a625c8e46373668 \
+    --hash=sha256:db0dbfd2a6cdf3770aa60464d50333d8f3d9165b2f2671bcc299b72de5a6677b \
+    --hash=sha256:dbbd4aa20ca51e63b53bbde6a0fa4254b1aaabb74d2f542df7a7959feb1d760c \
+    --hash=sha256:dbc20dea3b9e27d0e66d74c42b2d0c1bed9c2ffe92adea33633e3bedeb5ac235 \
+    --hash=sha256:deeca1b5a931fdf0c2212c8a659ade6d3b1edc21f0914ce71ef24456ca7a6535 \
+    --hash=sha256:ed72cb3f45190874eb579c64fa92d9df74e98fd63e2be7f62bce5ace0ade61df \
+    --hash=sha256:ef8b27695c3d3dc78403c9a7d5e59a62d5464a7e1123b4e0042763f7104dc74f \
+    --hash=sha256:f12b1a9e332c01e09510586f8ca9b108fd631fd656af82e452d7315ef6df5f9f \
+    --hash=sha256:f4753e73e34c8d83221ba58f232433fca2748be8b18dbca02d242ed153945043 \
+    --hash=sha256:f8d68083e49e16b84734eb1a4dcae4259a75c90fb6e2251ab9a00b61120c06ab
+    # via
+    #   microdf-python
+    #   policyengine
+    #   policyengine-core
+    #   policyengine-us
+    #   spm-calculator
+parso==0.8.7 \
+    --hash=sha256:a8926eb2a1b915486941fdbd31e86a4baf88fe8c210f25f2f35ecec5b574ca1c \
+    --hash=sha256:eaaac4c9fdd5e9e8852dc778d2d7405897ec510f2a298071453e5e3a07914bb1
+    # via jedi
+pexpect==4.9.0 ; sys_platform != 'emscripten' and sys_platform != 'win32' \
+    --hash=sha256:7236d1e080e4936be2dc3e326cec0af72acf9212a7e1d060210e70a47e253523 \
+    --hash=sha256:ee7d41123f3c9911050ea2c2dac107568dc43b2d3b0c7557a33212c398ead30f
+    # via ipython
+plotly==5.24.1 \
+    --hash=sha256:dbc8ac8339d248a4bcc36e08a5659bacfe1b079390b8953533f4eb22169b4bae \
+    --hash=sha256:f67073a1e637eb0dc3e46324d9d51e2fe76e9727c892dde64ddf1e1b51f29089
+    # via policyengine-core
+pluggy==1.6.0 \
+    --hash=sha256:7dcc130b76258d33b90f61b658791dede3486c3e6bfb003ee5c9bfb396dd22f3 \
+    --hash=sha256:e920276dd6813095e9377c0bc5566d94c932c33b27a3e3945d8389c374dd4746
+    # via pytest
+policyengine==4.4.2 \
+    --hash=sha256:403303224e94665521f7d648a54918df8f28c56b97a83d29799d66cfd92bb7a2 \
+    --hash=sha256:8f3273f1908352b24b0958527899d2444ade515b7e5cf94c1fb7b798604099c2
+    # via -r /var/folders/qf/7fglpnr94wsc5xgbqkp80xbw0000gn/T/tmpmafme_10/requirements.in
+policyengine-core==3.26.1 \
+    --hash=sha256:185374b3c1fe13dc951637c49a9853211ca61a8a9971eb9cc4c4b07b1477240a \
+    --hash=sha256:dc4e3007bcd137cbe608042d067cedb889a9b8671db3d08c8e237f1ac3e324b4
+    # via
+    #   -r /var/folders/qf/7fglpnr94wsc5xgbqkp80xbw0000gn/T/tmpmafme_10/requirements.in
+    #   policyengine-us
+policyengine-us==1.687.0 \
+    --hash=sha256:cac7da3aa9ba4bf57009eee75d798217bbef7e1c5ca17646d472fad715ab634f \
+    --hash=sha256:eb73607fcc54d72429af3830456f83b9ec9dd84161b6cfa86402637dfeb19fa7
+    # via -r /var/folders/qf/7fglpnr94wsc5xgbqkp80xbw0000gn/T/tmpmafme_10/requirements.in
+prompt-toolkit==3.0.52 \
+    --hash=sha256:28cde192929c8e7321de85de1ddbe736f1375148b02f2e17edd840042b1be855 \
+    --hash=sha256:9aac639a3bbd33284347de5ad8d68ecc044b91a762dc39b7c21095fcd6a19955
+    # via ipython
+psutil==6.1.1 \
+    --hash=sha256:018aeae2af92d943fdf1da6b58665124897cfc94faa2ca92098838f83e1b1bca \
+    --hash=sha256:0bdd4eab935276290ad3cb718e9809412895ca6b5b334f5a9111ee6d9aff9377 \
+    --hash=sha256:1924e659d6c19c647e763e78670a05dbb7feaf44a0e9c94bf9e14dfc6ba50468 \
+    --hash=sha256:33431e84fee02bc84ea36d9e2c4a6d395d479c9dd9bba2376c1f6ee8f3a4e0b3 \
+    --hash=sha256:384636b1a64b47814437d1173be1427a7c83681b17a450bfc309a1953e329603 \
+    --hash=sha256:6d4281f5bbca041e2292be3380ec56a9413b790579b8e593b1784499d0005dac \
+    --hash=sha256:8be07491f6ebe1a693f17d4f11e69d0dc1811fa082736500f649f79df7735303 \
+    --hash=sha256:8df0178ba8a9e5bc84fed9cfa61d54601b371fbec5c8eebad27575f1e105c0d4 \
+    --hash=sha256:97f7cb9921fbec4904f522d972f0c0e1f4fabbdd4e0287813b21215074a0f160 \
+    --hash=sha256:9ccc4316f24409159897799b83004cb1e24f9819b0dcf9c0b68bdcb6cefee6a8 \
+    --hash=sha256:b6e06c20c05fe95a3d7302d74e7097756d4ba1247975ad6905441ae1b5b66003 \
+    --hash=sha256:c777eb75bb33c47377c9af68f30e9f11bc78e0f07fbf907be4a5d70b2fe5f030 \
+    --hash=sha256:ca9609c77ea3b8481ab005da74ed894035936223422dc591d6772b147421f777 \
+    --hash=sha256:cf8496728c18f2d0b45198f06895be52f36611711746b7f30c464b422b50e2f5 \
+    --hash=sha256:eaa912e0b11848c4d9279a93d7e2783df352b082f40111e078388701fd479e53 \
+    --hash=sha256:f35cfccb065fff93529d2afb4a2e89e363fe63ca1e4a5da22b603a85833c2649 \
+    --hash=sha256:fc0ed7fe2231a444fc219b9c42d0376e0a9a1a72f16c5cfa0f68d19f1a0663e8
+    # via
+    #   policyengine
+    #   policyengine-core
+ptyprocess==0.7.0 ; sys_platform != 'emscripten' and sys_platform != 'win32' \
+    --hash=sha256:4b41f3967fce3af57cc7e94b888626c18bf37a083e3651ca8feeb66d492fef35 \
+    --hash=sha256:5c5d0a3b48ceee0b48485e0c26037c0acd7d29765ca3fbb5cb3831d347423220
+    # via pexpect
+pure-eval==0.2.3 \
+    --hash=sha256:1db8e35b67b3d218d818ae653e27f06c3aa420901fa7b081ca98cbedc874e0d0 \
+    --hash=sha256:5f4e983f40564c576c7c8635ae88db5956bb2229d7e9237d03b3c0b0190eaf42
+    # via stack-data
+py-cpuinfo==9.0.0 \
+    --hash=sha256:3cdbbf3fac90dc6f118bfd64384f309edeadd902d7c8fb17f02ffa1fc3f49690 \
+    --hash=sha256:859625bc251f64e21f077d099d4162689c762b5d6a4c3c97553d56241c9674d5
+    # via tables
+pydantic==2.13.4 \
+    --hash=sha256:45a282cde31d808236fd7ea9d919b128653c8b38b393d1c4ab335c62924d9aba \
+    --hash=sha256:c40756b57adaa8b1efeeced5c196f3f3b7c435f90e84ea7f443901bec8099ef6
+    # via
+    #   blosc2
+    #   policyengine
+pydantic-core==2.46.4 \
+    --hash=sha256:00c603d540afdd6b80eb39f078f33ebd46211f02f33e34a32d9f053bba711de0 \
+    --hash=sha256:0186750b482eefa11d7f435892b09c5c606193ef3375bcf94aa00ae6bfb66262 \
+    --hash=sha256:041bde0a48fd37cf71cab1c9d56d3e8625a3793fef1f7dd232b3ff37e978ecda \
+    --hash=sha256:0c563b08bca408dc7f65f700633d8442fffb2421fc47b8101377e9fd65051ff0 \
+    --hash=sha256:0cbe8b01f948de4286c74cdd6c667aceb38f5c1e26f0693b3983d9d74887c65e \
+    --hash=sha256:0ce40cd7b21210e99342afafbd4d0f76d784eb5b1d60f3bdc566be4983c6c73b \
+    --hash=sha256:0e96592440881c74a213e5ad528e2b24d3d4f940de2766bed9010ab1d9e51594 \
+    --hash=sha256:10e17cbb10a330363733efc4d7c4d0dd827ac0909b8f6a6542298fed1ea62f29 \
+    --hash=sha256:133878133d271ade3d41d1bfb2a45ec38dbdbda40bc065921c6b04e4630127e2 \
+    --hash=sha256:14d4edf427bdcf950a8a02d7cb44a08614388dd6e1bdcbf4f67504fa7887da9c \
+    --hash=sha256:14f4c5d6db102bd796a627bbb3a17b4cf4574b9ae861d8b7c9a9661c6dd3362d \
+    --hash=sha256:17299feefe090f2caa5b8e37222bb5f663e4935a8bfa6931d4102e5df1a9f398 \
+    --hash=sha256:184c081504d17f1c1066e430e117142b2c77d9448a97f7b65c6ac9fd9aee238d \
+    --hash=sha256:18e5ceec2ab67e6d5f1a9085e5a24c9c4e2ac4545730bfe668680bca05e555f3 \
+    --hash=sha256:19e51f073cd3df251856a8a4189fbdf1de4012c3ebacfb1884f94f1eb406079f \
+    --hash=sha256:1a7dd0b3ee80d90150e3495a3a13ac34dbcbfd4f012996a6a1d8900e91b5c0fb \
+    --hash=sha256:1d8ba486450b14f3b1d63bc521d410ec7565e52f887b9fb671791886436a42f7 \
+    --hash=sha256:2108ba5c1c1eca18030634489dc544844144ee36357f2f9f780b93e7ddbb44b5 \
+    --hash=sha256:228ee9bae8bef5b1e97ec58302f80357c37199e0d0a99174e138d28e6957b9d9 \
+    --hash=sha256:23ace664830ee0bfe014a0c7bc248b1f7f25ed7ad103852c317624a1083af462 \
+    --hash=sha256:2412e734dcb48da14d4e4006b82b46b74f2518b8a26ee7e58c6844a6cd6d03c4 \
+    --hash=sha256:29c61fc04a3d840155ff08e475a04809278972fe6aef51e2720554e96367e34b \
+    --hash=sha256:2f84c03c8607173d16b5a854ec68a2f9079ae03237a54fb506d13af47e1d018d \
+    --hash=sha256:3009f12e4e90b7f88b4f9adb1b0c4a3d58fe7820f3238c190047209d148026df \
+    --hash=sha256:3245406455a5d98187ec35530fd772b1d799b26667980872c8d4614991e2c4a2 \
+    --hash=sha256:3447661d99f75a3683a4cf5c87da72f2161964611864dbbeac7fbb118bb4bfc0 \
+    --hash=sha256:372429a130e469c9cd698925ce5fc50940b7a1336b0d82038e63d5bbc4edc519 \
+    --hash=sha256:395aebd9183f9d112f569aeb5b2214d1a10a33bec8456447f7fbdfa51d38d4cd \
+    --hash=sha256:3a233125ac121aa3ffba9a2b59edfc4a985a76092dc8279586ab4b71390875e7 \
+    --hash=sha256:3be77f45df024d789a672ae34f8b06fb346c4f9f46ea714956660ea4862e89ac \
+    --hash=sha256:3bf92c5d0e00fefaab325a4d27828fe6b6e2a21848686b5b60d2d9eeb09d76c6 \
+    --hash=sha256:3ecbc122d18468d06ca279dc26a8c2e2d5acb10943bb35e36ae92096dc3b5565 \
+    --hash=sha256:3fb702cd90b0446a3a1c5e470bfa0dd23c0233b676a9099ddcc964fa6ca13898 \
+    --hash=sha256:428e04521a40150c85216fc8b85e8d39fece235a9cf5e383761238c7fa9b96fb \
+    --hash=sha256:432c179df7874eeb73307aad2df0755e1ae0efa61ff0ea89b93e194411ae3928 \
+    --hash=sha256:4a05d69cba51d852c5c3e92758653245a50c0b646ced0cf05bd793ed592839d6 \
+    --hash=sha256:4c63ebc82684aa89d9a3bcbd13d515b3be44250dc68dd3bd81526c1cb31286c3 \
+    --hash=sha256:4fc73cb559bdb54b1134a706a2802a4cddd27a0633f5abb7e53056268751ac6a \
+    --hash=sha256:4fcbe087dbc2068af7eda3aa87634eba216dbda64d1ae73c8684b621d33f6596 \
+    --hash=sha256:56cb4851bcaf3d117eddcef4fe66afd750a50274b0da8e22be256d10e5611987 \
+    --hash=sha256:5855698a4856556d86e8e6cd8434bc3ac0314ee8e12089ae0e143f64c6256e4e \
+    --hash=sha256:5a4330cdbc57162e4b3aa303f588ba752257694c9c9be3e7ebb11b4aca659b5d \
+    --hash=sha256:5b712b53160b79a5850310b912a5ef8e57e56947c8ad690c227f5c9d7e561712 \
+    --hash=sha256:5d5902252db0d3cedf8d4a1bc68f70eeb430f7e4c7104c8c476753519b423008 \
+    --hash=sha256:617d7e2ca7dcb8c5cf6bcb8c59b8832c94b36196bbf1cbd1bfb56ed341905edd \
+    --hash=sha256:62f875393d7f270851f20523dd2e29f082bcc82292d66db2b64ea71f64b6e1c1 \
+    --hash=sha256:633147d34cf4550417f12e2b1a0383973bdf5cdfde212cb09e9a581cf10820be \
+    --hash=sha256:66ce7632c22d837c95301830e111ad0128a32b8207533b60896a96c4915192ea \
+    --hash=sha256:6b3ace8194b0e5204818c92802dcdca7fc6d88aabbb799d7c795540d9cd6d292 \
+    --hash=sha256:6f2eeda33a839975441c86a4119e1383c50b47faf0cbb5176985565c6bb02c33 \
+    --hash=sha256:7027560ee92211647d0d34e3f7cd6f50da56399d26a9c8ad0da286d3869a53f3 \
+    --hash=sha256:7283d57845ecf5a163403eb0702dfc220cc4fbdd18919cb5ccea4f95ee1cdab4 \
+    --hash=sha256:7a5f930472650a82629163023e630d160863fce524c616f4e5186e5de9d9a49b \
+    --hash=sha256:7bfb192b3f4b9e8a89b6277b6ce787564f62cfd272055f6e685726b111dc7826 \
+    --hash=sha256:811ff8e9c313ab425368bcbb36e5c4ebd7108c2bbf4e4089cfbb0b01eff63fac \
+    --hash=sha256:8233f2947cf85404441fd7e0085f53b10c93e0ee78611099b5c7237e36aacbf7 \
+    --hash=sha256:82cf5301172168103724d49a1444d3378cb20cdee30b116a1bd6031236298a5d \
+    --hash=sha256:8358a950c8909158e3df31538a7e4edc2d7265a7c54b47f0864d9e5bae9dcebf \
+    --hash=sha256:85bb3611ff1802f3ee7fdd7dbff26b56f343fb432d57a4728fdd49b6ef35e2f4 \
+    --hash=sha256:86e1a4418c6cd97d60c95c71164158eaf7324fae7b0923264016baa993eba6fc \
+    --hash=sha256:8b9bab013d1c7a79d3501ff86d0bc9c31bf587db4551677b96bec07df78c6b15 \
+    --hash=sha256:8c5dac79fa1614d1e06ca695109c6105923bd9c7d1d6c918d4e637b7e6b32fd3 \
+    --hash=sha256:8d0820e8192167f80d88d64038e609c31452eeca865b4e1d9950a27a4609b00b \
+    --hash=sha256:8daafc69c93ee8a0204506a3b6b30f586ef54028f52aeeeb5c4cfc5184fd5914 \
+    --hash=sha256:9037063db01f09b09e237c282b6792bd4da634b5402c4e7f0c61effed7701a04 \
+    --hash=sha256:905a0ed8ea6f2d61c1738835f99b699348d7857379083e5fc497fa0c967a407c \
+    --hash=sha256:90884113d8b48f760e9587002789ddd741e76ab9f89518cd1e43b1f1a52ec44b \
+    --hash=sha256:91a06d2e259ecfbd8c901d70c3c507900458498142b3026a296b7de4d1322cc9 \
+    --hash=sha256:926c9541b14b12b1681dca8a0b75feb510b06c6341b70a8e500c2fdcff837cce \
+    --hash=sha256:9401557acd873c3a7f3eb9383edef8ac4968f9510e340f4808d427e75667e7b4 \
+    --hash=sha256:9551187363ffc0de2a00b2e47c25aeaeb1020b69b668762966df15fc5659dd5a \
+    --hash=sha256:962ccbab7b642487b1d8b7df90ef677e03134cf1fd8880bf698649b22a69371f \
+    --hash=sha256:97e7cf2be5c77b7d1a9713a05605d49460d02c6078d38d8bef3cbe323c548424 \
+    --hash=sha256:9aa768456404a8bf48a4406685ac2bec8e72b62c69313734fa3b73cf33b3a894 \
+    --hash=sha256:9bc519fbf2b7578398853d815009ae5e4d4603d12f4e3f91da8c06852d3da3e9 \
+    --hash=sha256:9d56801be94b86a9da183e5f3766e6310752b99ff647e38b09a9500d88e46e76 \
+    --hash=sha256:9f444c499b3eefd3a92e348059471ea0c3a6e303d9c1cec09fa748fd9f895201 \
+    --hash=sha256:9fa8ae11da9e2b3126c6426f147e0fba88d96d65921799bb30c6abd1cb2c97fb \
+    --hash=sha256:a0f62d0a58f4e7da165457e995725421e0064f2255d8eccebc49f41bbc23b109 \
+    --hash=sha256:a396dcc17e5a0b164dbe026896245a4fa9ff402edca1dff0be3d53a517f74de4 \
+    --hash=sha256:aaa2a54443eff1950ba5ddc6b6ccda0d9c84a364276a62f969bdf2a390650848 \
+    --hash=sha256:ad785e92e6dc634c21555edc8bd6b64957ab844541bcb96a1366c202951ae526 \
+    --hash=sha256:af8244b2bef6aaad6d92cda81372de7f8c8d36c9f0c3ea36e827c60e7d9467a0 \
+    --hash=sha256:b078afbc25f3a1436c7a1d2cd3e322497ee99615ba97c563566fdf46aff1ee01 \
+    --hash=sha256:b2f69dec1725e79a012d920df1707de5caf7ed5e08f3be4435e25803efc47458 \
+    --hash=sha256:b8458003118a712e66286df6a707db01c52c0f52f7db8e4a38f0da1d3b94fc4e \
+    --hash=sha256:bb63e0198ca18aad131c089b9204c23079c3afa95487e561f4c522d519e55aba \
+    --hash=sha256:bfec22eab3c8cc2ceec0248aec886624116dc079afa027ecc8ad4a7e62010f8a \
+    --hash=sha256:c1747f85cee84c26985853c6f3d9bd3e75da5212912443fa111c113b9c246f39 \
+    --hash=sha256:c1b3f518abeca3aa13c712fd202306e145abf59a18b094a6bafb2d2bbf59192c \
+    --hash=sha256:c50f2528cf200c5eed56faf3f4e22fcd5f38c157a8b78576e6ba3168ec35f000 \
+    --hash=sha256:c68fcd102d71ea85c5b2dfac3f4f8476eff42a9e078fd5faefff6d145063536b \
+    --hash=sha256:c7a7bd4e39e8e4c12c39cd480356842b6a8a06e41b23a55a5e3e191718838ddf \
+    --hash=sha256:c94f0688e7b8d0a67abf40e57a7eaaecd17cc9586706a31b76c031f63df052b4 \
+    --hash=sha256:cbaf13819775b7f769bf4a1f066cb6df7a28d4480081a589828ef190226881cd \
+    --hash=sha256:cd2213145bcc2ba85884d0ac63d222fece9209678f77b9b4d76f054c561adb28 \
+    --hash=sha256:ce5c1d2a8b27468f433ca974829c44060b8097eedc39933e3c206a90ee49c4a9 \
+    --hash=sha256:d396ec2b979760aaf3218e76c24e65bd0aca24983298653b3a9d7a45f9e47b30 \
+    --hash=sha256:d51026d73fcfd93610abc7b27789c26b313920fcfb20e27462d74a7f8b06e983 \
+    --hash=sha256:d80ee3d731373b24cebbc10d689ca4ee1875caf0d5703a245db18efd4dd37fc1 \
+    --hash=sha256:d995260fdf4e1db774581b4900e0f832abe3c7c84996726bbc161b19c8f29e76 \
+    --hash=sha256:da4b951fe36dc7c3a1ccb4e3cd1747c3542b8c9ceede8fc86cae054e764485f5 \
+    --hash=sha256:daa27d92c36f24388fe3ad306b174781c747627f134452e4f128ea00ce1fe8c4 \
+    --hash=sha256:db06ffe51636ffe9ca531fe9023dd64bdd794be8754cb5df57c5498ae5b518a7 \
+    --hash=sha256:e0d65b8c354be7fb5f720c3caa8bc940bc2d20ce749c8e06135f07f8ed95dd7c \
+    --hash=sha256:e68b7a074f65a2fd746c52a7ce6142ab7006074ac269ace0c25cd8ba171f8066 \
+    --hash=sha256:e739fee756ba1010f8bcccb534252e85a35fe45ae92c295a06059ce58b74ccd3 \
+    --hash=sha256:e846ae7835bf0703ae43f534ab79a867146dadd59dc9ca5c8b53d5c8f7c9ef02 \
+    --hash=sha256:e9c26f834c65f5752f3f06cb08cb86a913ceb7274d0db6e267808a708b46bc89 \
+    --hash=sha256:ea793e075b70290d89d8142074262885d3f7da19634845135751bd6344f73b50 \
+    --hash=sha256:f027324c56cd5406ca49c124b0db10e56c69064fec039acc571c29020cc87c76 \
+    --hash=sha256:f13a646d65d09fbf1bc6b3a9635d30095c8e7e5cc419ff35ecc563c5fd04cd49 \
+    --hash=sha256:f47286a97f0bc9b8859519809077b91b2cefe4ae47fcbf5e466a009c1c5d742b \
+    --hash=sha256:f747929cf940cddb5b3668a390056ddd5ba2e5010615ea2dcf4f9c4f3ab8791d \
+    --hash=sha256:f99626688942fb746e545232e7726926f3be91b5975f8b55327665fafda991c7 \
+    --hash=sha256:f9fa868638bf362d3d138ea55829cefb3d5f4b0d7f142234382a15e2485dbec4 \
+    --hash=sha256:fbdb89b3e1c94a30cc5edfce477c6e6a5dc4d8f84665b455c27582f211a1c72c \
+    --hash=sha256:fc010ab034c8c7452522748bf937df58020d256ccae0874463d1f4d01758af8e \
+    --hash=sha256:fc3e9034a63de20e15e8ade85358bc6efc614008cab72898b4b4952bea0509ff \
+    --hash=sha256:fd8b3d9fd264be37976686c7f65cd52a83f5e84f4bfd2adf9c1d469676bbb6ae
+    # via pydantic
+pygments==2.20.0 \
+    --hash=sha256:6757cd03768053ff99f3039c1a36d6c0aa0b263438fcab17520b30a303a82b5f \
+    --hash=sha256:81a9e26dd42fd28a23a2d169d86d7ac03b46e2f8b59ed4698fb4785f946d0176
+    # via
+    #   ipython
+    #   pytest
+    #   rich
+pytest==8.4.2 \
+    --hash=sha256:86c0d0b93306b961d58d62a4db4879f27fe25513d4b969df351abdddb3c30e01 \
+    --hash=sha256:872f880de3fc3a5bdc88a11b39c9710c3497a547cfa9320bc3c5e62fbf272e79
+    # via policyengine-core
+python-dateutil==2.9.0.post0 \
+    --hash=sha256:37dd54208da7e1cd875388217d5e00ebd4179249f90fb72437e91a35459a0ad3 \
+    --hash=sha256:a8b2bc7bffae282281c8140a97d3aa9c14da0b136dfe83f850eea9a5f7470427
+    # via pandas
+pyvis==0.3.2 \
+    --hash=sha256:5720c4ca8161dc5d9ab352015723abb7a8bb8fb443edeb07f7a322db34a97555
+    # via policyengine-core
+pyyaml==6.0.3 \
+    --hash=sha256:00c4bdeba853cc34e7dd471f16b4114f4162dc03e6b7afcc2128711f0eca823c \
+    --hash=sha256:0150219816b6a1fa26fb4699fb7daa9caf09eb1999f3b70fb6e786805e80375a \
+    --hash=sha256:02893d100e99e03eda1c8fd5c441d8c60103fd175728e23e431db1b589cf5ab3 \
+    --hash=sha256:02ea2dfa234451bbb8772601d7b8e426c2bfa197136796224e50e35a78777956 \
+    --hash=sha256:0f29edc409a6392443abf94b9cf89ce99889a1dd5376d94316ae5145dfedd5d6 \
+    --hash=sha256:10892704fc220243f5305762e276552a0395f7beb4dbf9b14ec8fd43b57f126c \
+    --hash=sha256:16249ee61e95f858e83976573de0f5b2893b3677ba71c9dd36b9cf8be9ac6d65 \
+    --hash=sha256:1d37d57ad971609cf3c53ba6a7e365e40660e3be0e5175fa9f2365a379d6095a \
+    --hash=sha256:1ebe39cb5fc479422b83de611d14e2c0d3bb2a18bbcb01f229ab3cfbd8fee7a0 \
+    --hash=sha256:214ed4befebe12df36bcc8bc2b64b396ca31be9304b8f59e25c11cf94a4c033b \
+    --hash=sha256:2283a07e2c21a2aa78d9c4442724ec1eb15f5e42a723b99cb3d822d48f5f7ad1 \
+    --hash=sha256:22ba7cfcad58ef3ecddc7ed1db3409af68d023b7f940da23c6c2a1890976eda6 \
+    --hash=sha256:27c0abcb4a5dac13684a37f76e701e054692a9b2d3064b70f5e4eb54810553d7 \
+    --hash=sha256:28c8d926f98f432f88adc23edf2e6d4921ac26fb084b028c733d01868d19007e \
+    --hash=sha256:2e71d11abed7344e42a8849600193d15b6def118602c4c176f748e4583246007 \
+    --hash=sha256:34d5fcd24b8445fadc33f9cf348c1047101756fd760b4dacb5c3e99755703310 \
+    --hash=sha256:37503bfbfc9d2c40b344d06b2199cf0e96e97957ab1c1b546fd4f87e53e5d3e4 \
+    --hash=sha256:3c5677e12444c15717b902a5798264fa7909e41153cdf9ef7ad571b704a63dd9 \
+    --hash=sha256:3ff07ec89bae51176c0549bc4c63aa6202991da2d9a6129d7aef7f1407d3f295 \
+    --hash=sha256:41715c910c881bc081f1e8872880d3c650acf13dfa8214bad49ed4cede7c34ea \
+    --hash=sha256:418cf3f2111bc80e0933b2cd8cd04f286338bb88bdc7bc8e6dd775ebde60b5e0 \
+    --hash=sha256:44edc647873928551a01e7a563d7452ccdebee747728c1080d881d68af7b997e \
+    --hash=sha256:4a2e8cebe2ff6ab7d1050ecd59c25d4c8bd7e6f400f5f82b96557ac0abafd0ac \
+    --hash=sha256:4ad1906908f2f5ae4e5a8ddfce73c320c2a1429ec52eafd27138b7f1cbe341c9 \
+    --hash=sha256:501a031947e3a9025ed4405a168e6ef5ae3126c59f90ce0cd6f2bfc477be31b7 \
+    --hash=sha256:5190d403f121660ce8d1d2c1bb2ef1bd05b5f68533fc5c2ea899bd15f4399b35 \
+    --hash=sha256:5498cd1645aa724a7c71c8f378eb29ebe23da2fc0d7a08071d89469bf1d2defb \
+    --hash=sha256:5cf4e27da7e3fbed4d6c3d8e797387aaad68102272f8f9752883bc32d61cb87b \
+    --hash=sha256:5e0b74767e5f8c593e8c9b5912019159ed0533c70051e9cce3e8b6aa699fcd69 \
+    --hash=sha256:5ed875a24292240029e4483f9d4a4b8a1ae08843b9c54f43fcc11e404532a8a5 \
+    --hash=sha256:5fcd34e47f6e0b794d17de1b4ff496c00986e1c83f7ab2fb8fcfe9616ff7477b \
+    --hash=sha256:5fdec68f91a0c6739b380c83b951e2c72ac0197ace422360e6d5a959d8d97b2c \
+    --hash=sha256:6344df0d5755a2c9a276d4473ae6b90647e216ab4757f8426893b5dd2ac3f369 \
+    --hash=sha256:64386e5e707d03a7e172c0701abfb7e10f0fb753ee1d773128192742712a98fd \
+    --hash=sha256:652cb6edd41e718550aad172851962662ff2681490a8a711af6a4d288dd96824 \
+    --hash=sha256:66291b10affd76d76f54fad28e22e51719ef9ba22b29e1d7d03d6777a9174198 \
+    --hash=sha256:66e1674c3ef6f541c35191caae2d429b967b99e02040f5ba928632d9a7f0f065 \
+    --hash=sha256:6adc77889b628398debc7b65c073bcb99c4a0237b248cacaf3fe8a557563ef6c \
+    --hash=sha256:79005a0d97d5ddabfeeea4cf676af11e647e41d81c9a7722a193022accdb6b7c \
+    --hash=sha256:7c6610def4f163542a622a73fb39f534f8c101d690126992300bf3207eab9764 \
+    --hash=sha256:7f047e29dcae44602496db43be01ad42fc6f1cc0d8cd6c83d342306c32270196 \
+    --hash=sha256:8098f252adfa6c80ab48096053f512f2321f0b998f98150cea9bd23d83e1467b \
+    --hash=sha256:850774a7879607d3a6f50d36d04f00ee69e7fc816450e5f7e58d7f17f1ae5c00 \
+    --hash=sha256:8d1fab6bb153a416f9aeb4b8763bc0f22a5586065f86f7664fc23339fc1c1fac \
+    --hash=sha256:8da9669d359f02c0b91ccc01cac4a67f16afec0dac22c2ad09f46bee0697eba8 \
+    --hash=sha256:8dc52c23056b9ddd46818a57b78404882310fb473d63f17b07d5c40421e47f8e \
+    --hash=sha256:9149cad251584d5fb4981be1ecde53a1ca46c891a79788c0df828d2f166bda28 \
+    --hash=sha256:93dda82c9c22deb0a405ea4dc5f2d0cda384168e466364dec6255b293923b2f3 \
+    --hash=sha256:96b533f0e99f6579b3d4d4995707cf36df9100d67e0c8303a0c55b27b5f99bc5 \
+    --hash=sha256:9c57bb8c96f6d1808c030b1687b9b5fb476abaa47f0db9c0101f5e9f394e97f4 \
+    --hash=sha256:9c7708761fccb9397fe64bbc0395abcae8c4bf7b0eac081e12b809bf47700d0b \
+    --hash=sha256:9f3bfb4965eb874431221a3ff3fdcddc7e74e3b07799e0e84ca4a0f867d449bf \
+    --hash=sha256:a33284e20b78bd4a18c8c2282d549d10bc8408a2a7ff57653c0cf0b9be0afce5 \
+    --hash=sha256:a80cb027f6b349846a3bf6d73b5e95e782175e52f22108cfa17876aaeff93702 \
+    --hash=sha256:b30236e45cf30d2b8e7b3e85881719e98507abed1011bf463a8fa23e9c3e98a8 \
+    --hash=sha256:b3bc83488de33889877a0f2543ade9f70c67d66d9ebb4ac959502e12de895788 \
+    --hash=sha256:b865addae83924361678b652338317d1bd7e79b1f4596f96b96c77a5a34b34da \
+    --hash=sha256:b8bb0864c5a28024fac8a632c443c87c5aa6f215c0b126c449ae1a150412f31d \
+    --hash=sha256:ba1cc08a7ccde2d2ec775841541641e4548226580ab850948cbfda66a1befcdc \
+    --hash=sha256:bdb2c67c6c1390b63c6ff89f210c8fd09d9a1217a465701eac7316313c915e4c \
+    --hash=sha256:c1ff362665ae507275af2853520967820d9124984e0f7466736aea23d8611fba \
+    --hash=sha256:c2514fceb77bc5e7a2f7adfaa1feb2fb311607c9cb518dbc378688ec73d8292f \
+    --hash=sha256:c3355370a2c156cffb25e876646f149d5d68f5e0a3ce86a5084dd0b64a994917 \
+    --hash=sha256:c458b6d084f9b935061bc36216e8a69a7e293a2f1e68bf956dcd9e6cbcd143f5 \
+    --hash=sha256:d0eae10f8159e8fdad514efdc92d74fd8d682c933a6dd088030f3834bc8e6b26 \
+    --hash=sha256:d76623373421df22fb4cf8817020cbb7ef15c725b9d5e45f17e189bfc384190f \
+    --hash=sha256:ebc55a14a21cb14062aa4162f906cd962b28e2e9ea38f9b4391244cd8de4ae0b \
+    --hash=sha256:eda16858a3cab07b80edaf74336ece1f986ba330fdb8ee0d6c0d68fe82bc96be \
+    --hash=sha256:ee2922902c45ae8ccada2c5b501ab86c36525b883eff4255313a253a3160861c \
+    --hash=sha256:efd7b85f94a6f21e4932043973a7ba2613b059c4a000551892ac9f1d11f5baf3 \
+    --hash=sha256:f7057c9a337546edc7973c0d3ba84ddcdf0daa14533c2065749c9075001090e6 \
+    --hash=sha256:fa160448684b4e94d80416c0fa4aac48967a969efe22931448d853ada8baf926 \
+    --hash=sha256:fc09d0aa354569bc501d4e787133afc08552722d3ab34836a80547331bb5d4a0
+    # via huggingface-hub
+referencing==0.37.0 \
+    --hash=sha256:381329a9f99628c9069361716891d34ad94af76e461dcb0335825aecc7692231 \
+    --hash=sha256:44aefc3142c5b842538163acb373e24cce6632bd54bdb01b21ad5863489f50d8
+    # via
+    #   jsonschema
+    #   jsonschema-specifications
+requests==2.33.1 \
+    --hash=sha256:18817f8c57c6263968bc123d237e3b8b08ac046f5456bd1e307ee8f4250d3517 \
+    --hash=sha256:4e6d1ef462f3626a1f0a0a9c42dd93c63bad33f9f1c1937509b8c5c8718ab56a
+    # via
+    #   blosc2
+    #   census
+    #   policyengine
+    #   policyengine-core
+    #   spm-calculator
+rich==15.0.0 \
+    --hash=sha256:33bd4ef74232fb73fe9279a257718407f169c09b78a87ad3d296f548e27de0bb \
+    --hash=sha256:edd07a4824c6b40189fb7ac9bc4c52536e9780fbbfbddf6f1e2502c31b068c36
+    # via typer
+rpds-py==0.30.0 \
+    --hash=sha256:07ae8a593e1c3c6b82ca3292efbe73c30b61332fd612e05abee07c79359f292f \
+    --hash=sha256:0a59119fc6e3f460315fe9d08149f8102aa322299deaa5cab5b40092345c2136 \
+    --hash=sha256:0c0e95f6819a19965ff420f65578bacb0b00f251fefe2c8b23347c37174271f3 \
+    --hash=sha256:0d08f00679177226c4cb8c5265012eea897c8ca3b93f429e546600c971bcbae7 \
+    --hash=sha256:0ed177ed9bded28f8deb6ab40c183cd1192aa0de40c12f38be4d59cd33cb5c65 \
+    --hash=sha256:12f90dd7557b6bd57f40abe7747e81e0c0b119bef015ea7726e69fe550e394a4 \
+    --hash=sha256:1726859cd0de969f88dc8673bdd954185b9104e05806be64bcd87badbe313169 \
+    --hash=sha256:1ab5b83dbcf55acc8b08fc62b796ef672c457b17dbd7820a11d6c52c06839bdf \
+    --hash=sha256:1b151685b23929ab7beec71080a8889d4d6d9fa9a983d213f07121205d48e2c4 \
+    --hash=sha256:1f3587eb9b17f3789ad50824084fa6f81921bbf9a795826570bda82cb3ed91f2 \
+    --hash=sha256:250fa00e9543ac9b97ac258bd37367ff5256666122c2d0f2bc97577c60a1818c \
+    --hash=sha256:2771c6c15973347f50fece41fc447c054b7ac2ae0502388ce3b6738cd366e3d4 \
+    --hash=sha256:27f4b0e92de5bfbc6f86e43959e6edd1425c33b5e69aab0984a72047f2bcf1e3 \
+    --hash=sha256:2e6ecb5a5bcacf59c3f912155044479af1d0b6681280048b338b28e364aca1f6 \
+    --hash=sha256:32c8528634e1bf7121f3de08fa85b138f4e0dc47657866630611b03967f041d7 \
+    --hash=sha256:33f559f3104504506a44bb666b93a33f5d33133765b0c216a5bf2f1e1503af89 \
+    --hash=sha256:3896fa1be39912cf0757753826bc8bdc8ca331a28a7c4ae46b7a21280b06bb85 \
+    --hash=sha256:389a2d49eded1896c3d48b0136ead37c48e221b391c052fba3f4055c367f60a6 \
+    --hash=sha256:39c02563fc592411c2c61d26b6c5fe1e51eaa44a75aa2c8735ca88b0d9599daa \
+    --hash=sha256:3adbb8179ce342d235c31ab8ec511e66c73faa27a47e076ccc92421add53e2bb \
+    --hash=sha256:3d4a69de7a3e50ffc214ae16d79d8fbb0922972da0356dcf4d0fdca2878559c6 \
+    --hash=sha256:3e62880792319dbeb7eb866547f2e35973289e7d5696c6e295476448f5b63c87 \
+    --hash=sha256:3e8eeb0544f2eb0d2581774be4c3410356eba189529a6b3e36bbbf9696175856 \
+    --hash=sha256:422c3cb9856d80b09d30d2eb255d0754b23e090034e1deb4083f8004bd0761e4 \
+    --hash=sha256:4559c972db3a360808309e06a74628b95eaccbf961c335c8fe0d590cf587456f \
+    --hash=sha256:46e83c697b1f1c72b50e5ee5adb4353eef7406fb3f2043d64c33f20ad1c2fc53 \
+    --hash=sha256:47b0ef6231c58f506ef0b74d44e330405caa8428e770fec25329ed2cb971a229 \
+    --hash=sha256:47e77dc9822d3ad616c3d5759ea5631a75e5809d5a28707744ef79d7a1bcfcad \
+    --hash=sha256:47f236970bccb2233267d89173d3ad2703cd36a0e2a6e92d0560d333871a3d23 \
+    --hash=sha256:47f9a91efc418b54fb8190a6b4aa7813a23fb79c51f4bb84e418f5476c38b8db \
+    --hash=sha256:495aeca4b93d465efde585977365187149e75383ad2684f81519f504f5c13038 \
+    --hash=sha256:4c5f36a861bc4b7da6516dbdf302c55313afa09b81931e8280361a4f6c9a2d27 \
+    --hash=sha256:4cc2206b76b4f576934f0ed374b10d7ca5f457858b157ca52064bdfc26b9fc00 \
+    --hash=sha256:4e7fc54e0900ab35d041b0601431b0a0eb495f0851a0639b6ef90f7741b39a18 \
+    --hash=sha256:51a1234d8febafdfd33a42d97da7a43f5dcb120c1060e352a3fbc0c6d36e2083 \
+    --hash=sha256:55f66022632205940f1827effeff17c4fa7ae1953d2b74a8581baaefb7d16f8c \
+    --hash=sha256:58edca431fb9b29950807e301826586e5bbf24163677732429770a697ffe6738 \
+    --hash=sha256:5965af57d5848192c13534f90f9dd16464f3c37aaf166cc1da1cae1fd5a34898 \
+    --hash=sha256:5ba103fb455be00f3b1c2076c9d4264bfcb037c976167a6047ed82f23153f02e \
+    --hash=sha256:5d4c2aa7c50ad4728a094ebd5eb46c452e9cb7edbfdb18f9e1221f597a73e1e7 \
+    --hash=sha256:61046904275472a76c8c90c9ccee9013d70a6d0f73eecefd38c1ae7c39045a08 \
+    --hash=sha256:613aa4771c99f03346e54c3f038e4cc574ac09a3ddfb0e8878487335e96dead6 \
+    --hash=sha256:626a7433c34566535b6e56a1b39a7b17ba961e97ce3b80ec62e6f1312c025551 \
+    --hash=sha256:669b1805bd639dd2989b281be2cfd951c6121b65e729d9b843e9639ef1fd555e \
+    --hash=sha256:679ae98e00c0e8d68a7fda324e16b90fd5260945b45d3b824c892cec9eea3288 \
+    --hash=sha256:67b02ec25ba7a9e8fa74c63b6ca44cf5707f2fbfadae3ee8e7494297d56aa9df \
+    --hash=sha256:68f19c879420aa08f61203801423f6cd5ac5f0ac4ac82a2368a9fcd6a9a075e0 \
+    --hash=sha256:692bef75a5525db97318e8cd061542b5a79812d711ea03dbc1f6f8dbb0c5f0d2 \
+    --hash=sha256:6abc8880d9d036ecaafe709079969f56e876fcf107f7a8e9920ba6d5a3878d05 \
+    --hash=sha256:6bdfdb946967d816e6adf9a3d8201bfad269c67efe6cefd7093ef959683c8de0 \
+    --hash=sha256:6de2a32a1665b93233cde140ff8b3467bdb9e2af2b91079f0333a0974d12d464 \
+    --hash=sha256:73c67f2db7bc334e518d097c6d1e6fed021bbc9b7d678d6cc433478365d1d5f5 \
+    --hash=sha256:74a3243a411126362712ee1524dfc90c650a503502f135d54d1b352bd01f2404 \
+    --hash=sha256:76fec018282b4ead0364022e3c54b60bf368b9d926877957a8624b58419169b7 \
+    --hash=sha256:7c64d38fb49b6cdeda16ab49e35fe0da2e1e9b34bc38bd78386530f218b37139 \
+    --hash=sha256:7cee9c752c0364588353e627da8a7e808a66873672bcb5f52890c33fd965b394 \
+    --hash=sha256:7e6ecfcb62edfd632e56983964e6884851786443739dbfe3582947e87274f7cb \
+    --hash=sha256:806f36b1b605e2d6a72716f321f20036b9489d29c51c91f4dd29a3e3afb73b15 \
+    --hash=sha256:858738e9c32147f78b3ac24dc0edb6610000e56dc0f700fd5f651d0a0f0eb9ff \
+    --hash=sha256:8d6d1cc13664ec13c1b84241204ff3b12f9bb82464b8ad6e7a5d3486975c2eed \
+    --hash=sha256:9027da1ce107104c50c81383cae773ef5c24d296dd11c99e2629dbd7967a20c6 \
+    --hash=sha256:922e10f31f303c7c920da8981051ff6d8c1a56207dbdf330d9047f6d30b70e5e \
+    --hash=sha256:945dccface01af02675628334f7cf49c2af4c1c904748efc5cf7bbdf0b579f95 \
+    --hash=sha256:946fe926af6e44f3697abbc305ea168c2c31d3e3ef1058cf68f379bf0335a78d \
+    --hash=sha256:95f0802447ac2d10bcc69f6dc28fe95fdf17940367b21d34e34c737870758950 \
+    --hash=sha256:9854cf4f488b3d57b9aaeb105f06d78e5529d3145b1e4a41750167e8c213c6d3 \
+    --hash=sha256:993914b8e560023bc0a8bf742c5f303551992dcb85e247b1e5c7f4a7d145bda5 \
+    --hash=sha256:99b47d6ad9a6da00bec6aabe5a6279ecd3c06a329d4aa4771034a21e335c3a97 \
+    --hash=sha256:9a4e86e34e9ab6b667c27f3211ca48f73dba7cd3d90f8d5b11be56e5dbc3fb4e \
+    --hash=sha256:9cf69cdda1f5968a30a359aba2f7f9aa648a9ce4b580d6826437f2b291cfc86e \
+    --hash=sha256:a090322ca841abd453d43456ac34db46e8b05fd9b3b4ac0c78bcde8b089f959b \
+    --hash=sha256:a1010ed9524c73b94d15919ca4d41d8780980e1765babf85f9a2f90d247153dd \
+    --hash=sha256:a161f20d9a43006833cd7068375a94d035714d73a172b681d8881820600abfad \
+    --hash=sha256:a1d0bc22a7cdc173fedebb73ef81e07faef93692b8c1ad3733b67e31e1b6e1b8 \
+    --hash=sha256:a2bffea6a4ca9f01b3f8e548302470306689684e61602aa3d141e34da06cf425 \
+    --hash=sha256:a452763cc5198f2f98898eb98f7569649fe5da666c2dc6b5ddb10fde5a574221 \
+    --hash=sha256:a4796a717bf12b9da9d3ad002519a86063dcac8988b030e405704ef7d74d2d9d \
+    --hash=sha256:a51033ff701fca756439d641c0ad09a41d9242fa69121c7d8769604a0a629825 \
+    --hash=sha256:a8fa71a2e078c527c3e9dc9fc5a98c9db40bcc8a92b4e8858e36d329f8684b51 \
+    --hash=sha256:ac37f9f516c51e5753f27dfdef11a88330f04de2d564be3991384b2f3535d02e \
+    --hash=sha256:ac98b175585ecf4c0348fd7b29c3864bda53b805c773cbf7bfdaffc8070c976f \
+    --hash=sha256:acd7eb3f4471577b9b5a41baf02a978e8bdeb08b4b355273994f8b87032000a8 \
+    --hash=sha256:ad1fa8db769b76ea911cb4e10f049d80bf518c104f15b3edb2371cc65375c46f \
+    --hash=sha256:b40fb160a2db369a194cb27943582b38f79fc4887291417685f3ad693c5a1d5d \
+    --hash=sha256:b4dc1a6ff022ff85ecafef7979a2c6eb423430e05f1165d6688234e62ba99a07 \
+    --hash=sha256:ba3af48635eb83d03f6c9735dfb21785303e73d22ad03d489e88adae6eab8877 \
+    --hash=sha256:ba81a9203d07805435eb06f536d95a266c21e5b2dfbf6517748ca40c98d19e31 \
+    --hash=sha256:c2262bdba0ad4fc6fb5545660673925c2d2a5d9e2e0fb603aad545427be0fc58 \
+    --hash=sha256:c77afbd5f5250bf27bf516c7c4a016813eb2d3e116139aed0096940c5982da94 \
+    --hash=sha256:ca28829ae5f5d569bb62a79512c842a03a12576375d5ece7d2cadf8abe96ec28 \
+    --hash=sha256:cdc62c8286ba9bf7f47befdcea13ea0e26bf294bda99758fd90535cbaf408000 \
+    --hash=sha256:d948b135c4693daff7bc2dcfc4ec57237a29bd37e60c2fabf5aff2bbacf3e2f1 \
+    --hash=sha256:d96c2086587c7c30d44f31f42eae4eac89b60dabbac18c7669be3700f13c3ce1 \
+    --hash=sha256:d9a0ca5da0386dee0655b4ccdf46119df60e0f10da268d04fe7cc87886872ba7 \
+    --hash=sha256:da279aa314f00acbb803da1e76fa18666778e8a8f83484fba94526da5de2cba7 \
+    --hash=sha256:dbd936cde57abfee19ab3213cf9c26be06d60750e60a8e4dd85d1ab12c8b1f40 \
+    --hash=sha256:dc4f992dfe1e2bc3ebc7444f6c7051b4bc13cd8e33e43511e8ffd13bf407010d \
+    --hash=sha256:dc824125c72246d924f7f796b4f63c1e9dc810c7d9e2355864b3c3a73d59ade0 \
+    --hash=sha256:dd8ff7cf90014af0c0f787eea34794ebf6415242ee1d6fa91eaba725cc441e84 \
+    --hash=sha256:dea5b552272a944763b34394d04577cf0f9bd013207bc32323b5a89a53cf9c2f \
+    --hash=sha256:dff13836529b921e22f15cb099751209a60009731a68519630a24d61f0b1b30a \
+    --hash=sha256:e0b65193a413ccc930671c55153a03ee57cecb49e6227204b04fae512eb657a7 \
+    --hash=sha256:e5d3e6b26f2c785d65cc25ef1e5267ccbe1b069c5c21b8cc724efee290554419 \
+    --hash=sha256:e7536cd91353c5273434b4e003cbda89034d67e7710eab8761fd918ec6c69cf8 \
+    --hash=sha256:eb0b93f2e5c2189ee831ee43f156ed34e2a89a78a66b98cadad955972548be5a \
+    --hash=sha256:eb2c4071ab598733724c08221091e8d80e89064cd472819285a9ab0f24bcedb9 \
+    --hash=sha256:ec7c4490c672c1a0389d319b3a9cfcd098dcdc4783991553c332a15acf7249be \
+    --hash=sha256:ee454b2a007d57363c2dfd5b6ca4a5d7e2c518938f8ed3b706e37e5d470801ed \
+    --hash=sha256:ee6af14263f25eedc3bb918a3c04245106a42dfd4f5c2285ea6f997b1fc3f89a \
+    --hash=sha256:f14fc5df50a716f7ece6a80b6c78bb35ea2ca47c499e422aa4463455dd96d56d \
+    --hash=sha256:f207f69853edd6f6700b86efb84999651baf3789e78a466431df1331608e5324 \
+    --hash=sha256:f251c812357a3fed308d684a5079ddfb9d933860fc6de89f2b7ab00da481e65f \
+    --hash=sha256:f83424d738204d9770830d35290ff3273fbb02b41f919870479fab14b9d303b2 \
+    --hash=sha256:f8d1736cfb49381ba528cd5baa46f82fdc65c06e843dab24dd70b63d09121b3f \
+    --hash=sha256:fe5fa731a1fa8a0a56b0977413f8cacac1768dad38d16b3a296712709476fbd5
+    # via
+    #   jsonschema
+    #   referencing
+shellingham==1.5.4 \
+    --hash=sha256:7ecfff8f2fd72616f7481040475a65b2bf8af90a56c89140852d1120324e8686 \
+    --hash=sha256:8dbca0739d487e5bd35ab3ca4b36e11c4078f3a234bfce294b0a0291363404de
+    # via typer
+six==1.17.0 \
+    --hash=sha256:4721f391ed90541fddacab5acf947aa0d3dc7d27b2e1e8eda2be8970586c3274 \
+    --hash=sha256:ff70335d468e7eb6ec65b95b99d3a2836546063f63acc5171de367e834932a81
+    # via python-dateutil
+sortedcontainers==2.4.0 \
+    --hash=sha256:25caa5a06cc30b6b83d11423433f65d1f9d76c4c6a0c90e3379eaa43b9bfdb88 \
+    --hash=sha256:a163dcaede0f1c021485e957a39245190e74249897e2ae4b2aa38595db237ee0
+    # via policyengine-core
+spm-calculator==0.3.1 \
+    --hash=sha256:41f2f4d00d8c03422a7d57b800052e7760b88e463a5884802f83ed58d35c18c1 \
+    --hash=sha256:52c57ecc5a240ec941b0f2b0d93bc4fa437ef6250e233baed8e11916fa9c1150
+    # via policyengine-us
+stack-data==0.6.3 \
+    --hash=sha256:836a778de4fec4dcd1dcd89ed8abff8a221f58308462e1c4aa2a3cf30148f0b9 \
+    --hash=sha256:d5558e0c25a4cb0853cddad3d77da9891a08cb85dd9f9f91b9f8cd66e511e695
+    # via ipython
+standard-imghdr==3.13.0 \
+    --hash=sha256:30a1bff5465605bb496f842a6ac3cc1f2131bf3025b0da28d4877d6d4b7cc8e9 \
+    --hash=sha256:8d9c68058d882f6fc3542a8d39ef9ff94d2187dc90bd0c851e0902776b7b7a42
+    # via policyengine-core
+tables==3.11.1 \
+    --hash=sha256:1e78fe190fdeb4afe430b79651bae2a4f341904eb85aa8dbafe5f1caee1c7f67 \
+    --hash=sha256:3a9c35f87fcb6a48c79fbc4e3ab15ca8f6053c4ce13063d6ca2ec36cbb58f40f \
+    --hash=sha256:4cf3218b76ba78d156d6ee75c19fb757d50682f6c7b4905370441afbfc9d77f3 \
+    --hash=sha256:56bf6fb9132ead989b7e76695d7613d6d08f071a8019038d6565ba90c66b9f3e \
+    --hash=sha256:78abcf413091bc7c1e4e8c10fbbb438d1ac0b5a87436c5b972c3e8253871b6fb \
+    --hash=sha256:7fa6cb03f6fe55ae4f85e89ec5450e5c40cc4c52d8c3b60eb157a445c2219e89 \
+    --hash=sha256:a4bbd95036a4d0cc5c86c1f87fbb490b4c53cd70982f1c01b3ed6dcb3085cbb9 \
+    --hash=sha256:a6f7a3b82dbf0ae0f30de635ca88bb42dd87938b0950369d0ee4289c52ae6de2 \
+    --hash=sha256:e3cfe79484351f7216eb8f3767bfa1217bfd271b04428f79cfa7ef6d7491919d \
+    --hash=sha256:eb30684c42a77bbecdef2b9c763c4372b0ddc9cc5bd8b2a2055f2042eee67217 \
+    --hash=sha256:f0367d2e3df0f10ea63ccf4279f3fe58e32ec481767320301a483e2b3cd83efc
+    # via policyengine-us
+tenacity==9.1.4 \
+    --hash=sha256:6095a360c919085f28c6527de529e76a06ad89b23659fa881ae0649b867a9d55 \
+    --hash=sha256:adb31d4c263f2bd041081ab33b498309a57c77f9acf2db65aadf0898179cf93a
+    # via plotly
+threadpoolctl==3.6.0 ; platform_machine != 'wasm32' \
+    --hash=sha256:43a0b8fd5a2928500110039e43a5eed8480b918967083ea48dc3ab9f13c4a7fb \
+    --hash=sha256:8ab8b4aa3491d812b623328249fab5302a68d2d71745c8a4c719a2fcaba9f44e
+    # via blosc2
+tqdm==4.67.3 \
+    --hash=sha256:7d825f03f89244ef73f1d4ce193cb1774a8179fd96f31d7e1dcde62092b960bb \
+    --hash=sha256:ee1e4c0e59148062281c49d80b25b67771a127c85fc9676d3be5f243206826bf
+    # via
+    #   huggingface-hub
+    #   policyengine-us
+traitlets==5.15.0 \
+    --hash=sha256:4fead733f81cf1c4c938e06f8ca4633896833c9d89eff878159457f4d4392971 \
+    --hash=sha256:fb36a18867a6803deab09f3c5e0fa81bb7b26a5c9e82501c9933f759166eff40
+    # via
+    #   ipython
+    #   matplotlib-inline
+typer==0.25.1 \
+    --hash=sha256:75caa44ed46a03fb2dab8808753ffacdbfea88495e74c85a28c5eefcf5f39c89 \
+    --hash=sha256:9616eb8853a09ffeabab1698952f33c6f29ffdbceb4eaeecf571880e8d7664cc
+    # via huggingface-hub
+typing-extensions==4.15.0 \
+    --hash=sha256:0cea48d173cc12fa28ecabc3b837ea3cf6f38c6d1136f85cbaaf598984861466 \
+    --hash=sha256:f0fa19c6845758ab08074a0cfa8b7aecb71c999ca73d62883bc25cc018c4e548
+    # via
+    #   huggingface-hub
+    #   pydantic
+    #   pydantic-core
+    #   typing-inspection
+typing-inspection==0.4.2 \
+    --hash=sha256:4ed1cacbdc298c220f1bd249ed5287caa16f34d44ef4e9c3d0cbad5b521545e7 \
+    --hash=sha256:ba561c48a67c5958007083d386c3295464928b01faa735ab8547c5692e87f464
+    # via pydantic
+tzdata==2026.2 ; sys_platform == 'emscripten' or sys_platform == 'win32' \
+    --hash=sha256:9173fde7d80d9018e02a662e168e5a2d04f87c41ea174b139fbef642eda62d10 \
+    --hash=sha256:bbe9af844f658da81a5f95019480da3a89415801f6cc966806612cc7169bffe7
+    # via pandas
+urllib3==2.7.0 \
+    --hash=sha256:231e0ec3b63ceb14667c67be60f2f2c40a518cb38b03af60abc813da26505f4c \
+    --hash=sha256:9fb4c81ebbb1ce9531cce37674bbc6f1360472bc18ca9a553ede278ef7276897
+    # via requests
+us==3.2.0 \
+    --hash=sha256:571714ad6d473c72bbd2058a53404cdf4ecc0129e4f19adfcbeb4e2d7e3dc3e7 \
+    --hash=sha256:cb223e85393dcc5171ead0dd212badc47f9667b23700fea3e7ea5f310d545338
+    # via spm-calculator
+wcwidth==0.7.0 \
+    --hash=sha256:5d69154c429a82910e241c738cd0e2976fac8a2dd47a1a805f4afed1c0f136f2 \
+    --hash=sha256:90e3a7ea092341c44b99562e75d09e4d5160fe7a3974c6fb842a101a95e7eed0
+    # via prompt-toolkit
+wheel==0.47.0 \
+    --hash=sha256:212281cab4dff978f6cedd499cd893e1f620791ca6ff7107cf270781e587eced \
+    --hash=sha256:cc72bd1009ba0cf63922e28f94d9d83b920aa2bb28f798a31d0691b02fa3c9b3
+    # via policyengine-core
diff --git a/src/policyengine/data/install/us/py314/pylock.toml b/src/policyengine/data/install/us/py314/pylock.toml
new file mode 100644
index 00000000..5e856ab2
--- /dev/null
+++ b/src/policyengine/data/install/us/py314/pylock.toml
@@ -0,0 +1,1579 @@
+# This file was autogenerated by uv via the following command:
+#    uv pip compile /var/folders/qf/7fglpnr94wsc5xgbqkp80xbw0000gn/T/tmpmafme_10/requirements.in --python-version 3.14 --resolution highest --exclude-newer 2026-05-09T10:39:06Z --universal --format pylock.toml --output-file bundles/4.4.2/install/us/py314/pylock.toml
+lock-version = "1.0"
+created-by = "uv"
+requires-python = ">=3.14"
+
+[[packages]]
+name = "annotated-doc"
+version = "0.0.4"
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+
+[[packages]]
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+
+[[packages]]
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+[[packages]]
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+[[packages]]
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+name = "tzdata"
+version = "2026.2"
+marker = "sys_platform == 'emscripten' or sys_platform == 'win32'"
+sdist = { url = "https://files.pythonhosted.org/packages/ba/19/1b9b0e29f30c6d35cb345486df41110984ea67ae69dddbc0e8a100999493/tzdata-2026.2.tar.gz", upload-time = 2026-04-24T15:22:08Z, size = 198254, hashes = { sha256 = "9173fde7d80d9018e02a662e168e5a2d04f87c41ea174b139fbef642eda62d10" } }
+wheels = [{ url = "https://files.pythonhosted.org/packages/ce/e4/dccd7f47c4b64213ac01ef921a1337ee6e30e8c6466046018326977efd95/tzdata-2026.2-py2.py3-none-any.whl", upload-time = 2026-04-24T15:22:05Z, size = 349321, hashes = { sha256 = "bbe9af844f658da81a5f95019480da3a89415801f6cc966806612cc7169bffe7" } }]
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+[[packages]]
+name = "urllib3"
+version = "2.7.0"
+sdist = { url = "https://files.pythonhosted.org/packages/53/0c/06f8b233b8fd13b9e5ee11424ef85419ba0d8ba0b3138bf360be2ff56953/urllib3-2.7.0.tar.gz", upload-time = 2026-05-07T16:13:18Z, size = 433602, hashes = { sha256 = "231e0ec3b63ceb14667c67be60f2f2c40a518cb38b03af60abc813da26505f4c" } }
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+name = "us"
+version = "3.2.0"
+sdist = { url = "https://files.pythonhosted.org/packages/35/12/06f87be706ccc5794569d14f903c2f755aa98e1a9d53e4e7e17d9986e9d1/us-3.2.0.tar.gz", upload-time = 2024-07-22T01:09:42Z, size = 16046, hashes = { sha256 = "cb223e85393dcc5171ead0dd212badc47f9667b23700fea3e7ea5f310d545338" } }
+wheels = [{ url = "https://files.pythonhosted.org/packages/65/a8/1791660a87f03d10a3bce00401a66035999c91f5a9a6987569b84df5719d/us-3.2.0-py3-none-any.whl", upload-time = 2024-07-22T01:09:41Z, size = 13775, hashes = { sha256 = "571714ad6d473c72bbd2058a53404cdf4ecc0129e4f19adfcbeb4e2d7e3dc3e7" } }]
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+version = "0.7.0"
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+name = "wheel"
+version = "0.47.0"
+sdist = { url = "https://files.pythonhosted.org/packages/39/62/75f18a0f03b4219c456652c7780e4d749b929eb605c098ce3a5b6b6bc081/wheel-0.47.0.tar.gz", upload-time = 2026-04-22T15:51:27Z, size = 63854, hashes = { sha256 = "cc72bd1009ba0cf63922e28f94d9d83b920aa2bb28f798a31d0691b02fa3c9b3" } }
+wheels = [{ url = "https://files.pythonhosted.org/packages/87/1b/9e33c09813d65e248f7f773119148a612516a4bea93e9c6f545f78455b7c/wheel-0.47.0-py3-none-any.whl", upload-time = 2026-04-22T15:51:26Z, size = 32218, hashes = { sha256 = "212281cab4dff978f6cedd499cd893e1f620791ca6ff7107cf270781e587eced" } }]
diff --git a/src/policyengine/data/validation-report.json b/src/policyengine/data/validation-report.json
new file mode 100644
index 00000000..9d8da25b
--- /dev/null
+++ b/src/policyengine/data/validation-report.json
@@ -0,0 +1,355 @@
+{
+  "bundle_version": "4.4.2",
+  "checks": [
+    {
+      "country": "uk",
+      "details": {},
+      "name": "data_release_manifest_contract",
+      "profile": "all",
+      "status": "passed"
+    },
+    {
+      "country": "us",
+      "details": {},
+      "name": "data_release_manifest_contract",
+      "profile": "all",
+      "status": "passed"
+    },
+    {
+      "country": "uk",
+      "details": {},
+      "name": "data_release_manifest_contract",
+      "profile": "uk",
+      "status": "passed"
+    },
+    {
+      "country": "us",
+      "details": {},
+      "name": "data_release_manifest_contract",
+      "profile": "us",
+      "status": "passed"
+    },
+    {
+      "details": {
+        "declared_python_versions": [
+          "3.13"
+        ],
+        "install_targets": [
+          "py313"
+        ]
+      },
+      "name": "install_targets_complete",
+      "profile": "all",
+      "status": "passed"
+    },
+    {
+      "details": {
+        "path": "install/all/py313/pylock.toml",
+        "target": "py313",
+        "validated_on_platform": "linux"
+      },
+      "name": "lockfile_present",
+      "profile": "all",
+      "python_version": "3.13",
+      "status": "passed"
+    },
+    {
+      "details": {
+        "path": "install/all/py313/constraints.txt",
+        "target": "py313",
+        "validated_on_platform": "linux"
+      },
+      "name": "constraints_present",
+      "profile": "all",
+      "python_version": "3.13",
+      "status": "passed"
+    },
+    {
+      "command": "uv venv --python 3.13 /tmp/tmpgw24pqjg/venv",
+      "details": {
+        "target": "py313",
+        "validated_on_platform": "linux"
+      },
+      "ended_at": "2026-05-09T10:21:50Z",
+      "name": "create_venv",
+      "profile": "all",
+      "python_version": "3.13",
+      "started_at": "2026-05-09T10:21:50Z",
+      "status": "passed"
+    },
+    {
+      "command": "uv pip install --python /tmp/tmpgw24pqjg/venv/bin/python -r .tmp/bundle-4.4.2/install/all/py313/constraints.txt",
+      "details": {
+        "target": "py313",
+        "validated_on_platform": "linux"
+      },
+      "ended_at": "2026-05-09T10:21:55Z",
+      "name": "install_constraints",
+      "profile": "all",
+      "python_version": "3.13",
+      "started_at": "2026-05-09T10:21:50Z",
+      "status": "passed"
+    },
+    {
+      "command": "/tmp/tmpgw24pqjg/venv/bin/python -c import importlib.metadata as md\nexpected = {\"policyengine\": \"4.4.2\", \"policyengine-core\": \"3.26.1\", \"policyengine-uk\": \"2.88.14\", \"policyengine-us\": \"1.687.0\"}\nfor name, version in expected.items():\n    actual = md.version(name)\n    assert actual == version, f'{name}: expected {version}, got {actual}'\n",
+      "details": {
+        "target": "py313",
+        "validated_on_platform": "linux"
+      },
+      "ended_at": "2026-05-09T10:21:55Z",
+      "name": "verify_direct_package_versions",
+      "profile": "all",
+      "python_version": "3.13",
+      "started_at": "2026-05-09T10:21:55Z",
+      "status": "passed"
+    },
+    {
+      "command": "/tmp/tmpgw24pqjg/venv/bin/python -c import policyengine\nimport policyengine_core\nimport policyengine_uk\nimport policyengine_us\n",
+      "details": {
+        "target": "py313",
+        "validated_on_platform": "linux"
+      },
+      "ended_at": "2026-05-09T10:22:23Z",
+      "name": "import_smoke",
+      "profile": "all",
+      "python_version": "3.13",
+      "started_at": "2026-05-09T10:21:55Z",
+      "status": "passed"
+    },
+    {
+      "command": "/tmp/tmpgw24pqjg/venv/bin/python -c import policyengine as pe\npe.uk.calculate_household(people=[{'age': 35}], year=2026)\n",
+      "details": {
+        "target": "py313",
+        "validated_on_platform": "linux"
+      },
+      "ended_at": "2026-05-09T10:22:45Z",
+      "name": "uk_household_smoke",
+      "profile": "all",
+      "python_version": "3.13",
+      "started_at": "2026-05-09T10:22:23Z",
+      "status": "passed"
+    },
+    {
+      "command": "/tmp/tmpgw24pqjg/venv/bin/python -c import policyengine as pe\npe.us.calculate_household(people=[{'age': 35}], tax_unit={'filing_status': 'SINGLE'}, year=2026)\n",
+      "details": {
+        "target": "py313",
+        "validated_on_platform": "linux"
+      },
+      "ended_at": "2026-05-09T10:23:19Z",
+      "name": "us_household_smoke",
+      "profile": "all",
+      "python_version": "3.13",
+      "started_at": "2026-05-09T10:22:45Z",
+      "status": "passed"
+    },
+    {
+      "details": {
+        "declared_python_versions": [
+          "3.13"
+        ],
+        "install_targets": [
+          "py313"
+        ]
+      },
+      "name": "install_targets_complete",
+      "profile": "uk",
+      "status": "passed"
+    },
+    {
+      "details": {
+        "path": "install/uk/py313/pylock.toml",
+        "target": "py313",
+        "validated_on_platform": "linux"
+      },
+      "name": "lockfile_present",
+      "profile": "uk",
+      "python_version": "3.13",
+      "status": "passed"
+    },
+    {
+      "details": {
+        "path": "install/uk/py313/constraints.txt",
+        "target": "py313",
+        "validated_on_platform": "linux"
+      },
+      "name": "constraints_present",
+      "profile": "uk",
+      "python_version": "3.13",
+      "status": "passed"
+    },
+    {
+      "command": "uv venv --python 3.13 /tmp/tmpr7z_c8u8/venv",
+      "details": {
+        "target": "py313",
+        "validated_on_platform": "linux"
+      },
+      "ended_at": "2026-05-09T10:23:20Z",
+      "name": "create_venv",
+      "profile": "uk",
+      "python_version": "3.13",
+      "started_at": "2026-05-09T10:23:20Z",
+      "status": "passed"
+    },
+    {
+      "command": "uv pip install --python /tmp/tmpr7z_c8u8/venv/bin/python -r .tmp/bundle-4.4.2/install/uk/py313/constraints.txt",
+      "details": {
+        "target": "py313",
+        "validated_on_platform": "linux"
+      },
+      "ended_at": "2026-05-09T10:23:21Z",
+      "name": "install_constraints",
+      "profile": "uk",
+      "python_version": "3.13",
+      "started_at": "2026-05-09T10:23:20Z",
+      "status": "passed"
+    },
+    {
+      "command": "/tmp/tmpr7z_c8u8/venv/bin/python -c import importlib.metadata as md\nexpected = {\"policyengine\": \"4.4.2\", \"policyengine-core\": \"3.26.1\", \"policyengine-uk\": \"2.88.14\"}\nfor name, version in expected.items():\n    actual = md.version(name)\n    assert actual == version, f'{name}: expected {version}, got {actual}'\n",
+      "details": {
+        "target": "py313",
+        "validated_on_platform": "linux"
+      },
+      "ended_at": "2026-05-09T10:23:21Z",
+      "name": "verify_direct_package_versions",
+      "profile": "uk",
+      "python_version": "3.13",
+      "started_at": "2026-05-09T10:23:21Z",
+      "status": "passed"
+    },
+    {
+      "command": "/tmp/tmpr7z_c8u8/venv/bin/python -c import policyengine\nimport policyengine_core\nimport policyengine_uk\n",
+      "details": {
+        "target": "py313",
+        "validated_on_platform": "linux"
+      },
+      "ended_at": "2026-05-09T10:23:28Z",
+      "name": "import_smoke",
+      "profile": "uk",
+      "python_version": "3.13",
+      "started_at": "2026-05-09T10:23:21Z",
+      "status": "passed"
+    },
+    {
+      "command": "/tmp/tmpr7z_c8u8/venv/bin/python -c import policyengine as pe\npe.uk.calculate_household(people=[{'age': 35}], year=2026)\n",
+      "details": {
+        "target": "py313",
+        "validated_on_platform": "linux"
+      },
+      "ended_at": "2026-05-09T10:23:33Z",
+      "name": "uk_household_smoke",
+      "profile": "uk",
+      "python_version": "3.13",
+      "started_at": "2026-05-09T10:23:28Z",
+      "status": "passed"
+    },
+    {
+      "details": {
+        "declared_python_versions": [
+          "3.13"
+        ],
+        "install_targets": [
+          "py313"
+        ]
+      },
+      "name": "install_targets_complete",
+      "profile": "us",
+      "status": "passed"
+    },
+    {
+      "details": {
+        "path": "install/us/py313/pylock.toml",
+        "target": "py313",
+        "validated_on_platform": "linux"
+      },
+      "name": "lockfile_present",
+      "profile": "us",
+      "python_version": "3.13",
+      "status": "passed"
+    },
+    {
+      "details": {
+        "path": "install/us/py313/constraints.txt",
+        "target": "py313",
+        "validated_on_platform": "linux"
+      },
+      "name": "constraints_present",
+      "profile": "us",
+      "python_version": "3.13",
+      "status": "passed"
+    },
+    {
+      "command": "uv venv --python 3.13 /tmp/tmpwb1cski5/venv",
+      "details": {
+        "target": "py313",
+        "validated_on_platform": "linux"
+      },
+      "ended_at": "2026-05-09T10:23:33Z",
+      "name": "create_venv",
+      "profile": "us",
+      "python_version": "3.13",
+      "started_at": "2026-05-09T10:23:33Z",
+      "status": "passed"
+    },
+    {
+      "command": "uv pip install --python /tmp/tmpwb1cski5/venv/bin/python -r .tmp/bundle-4.4.2/install/us/py313/constraints.txt",
+      "details": {
+        "target": "py313",
+        "validated_on_platform": "linux"
+      },
+      "ended_at": "2026-05-09T10:23:34Z",
+      "name": "install_constraints",
+      "profile": "us",
+      "python_version": "3.13",
+      "started_at": "2026-05-09T10:23:33Z",
+      "status": "passed"
+    },
+    {
+      "command": "/tmp/tmpwb1cski5/venv/bin/python -c import importlib.metadata as md\nexpected = {\"policyengine\": \"4.4.2\", \"policyengine-core\": \"3.26.1\", \"policyengine-us\": \"1.687.0\"}\nfor name, version in expected.items():\n    actual = md.version(name)\n    assert actual == version, f'{name}: expected {version}, got {actual}'\n",
+      "details": {
+        "target": "py313",
+        "validated_on_platform": "linux"
+      },
+      "ended_at": "2026-05-09T10:23:34Z",
+      "name": "verify_direct_package_versions",
+      "profile": "us",
+      "python_version": "3.13",
+      "started_at": "2026-05-09T10:23:34Z",
+      "status": "passed"
+    },
+    {
+      "command": "/tmp/tmpwb1cski5/venv/bin/python -c import policyengine\nimport policyengine_core\nimport policyengine_us\n",
+      "details": {
+        "target": "py313",
+        "validated_on_platform": "linux"
+      },
+      "ended_at": "2026-05-09T10:23:58Z",
+      "name": "import_smoke",
+      "profile": "us",
+      "python_version": "3.13",
+      "started_at": "2026-05-09T10:23:34Z",
+      "status": "passed"
+    },
+    {
+      "command": "/tmp/tmpwb1cski5/venv/bin/python -c import policyengine as pe\npe.us.calculate_household(people=[{'age': 35}], tax_unit={'filing_status': 'SINGLE'}, year=2026)\n",
+      "details": {
+        "target": "py313",
+        "validated_on_platform": "linux"
+      },
+      "ended_at": "2026-05-09T10:24:31Z",
+      "name": "us_household_smoke",
+      "profile": "us",
+      "python_version": "3.13",
+      "started_at": "2026-05-09T10:23:58Z",
+      "status": "passed"
+    }
+  ],
+  "generated_at": "2026-05-09T10:24:32Z",
+  "metadata": {
+    "generated_by": "scripts/validate_bundle.py",
+    "validate_runtime": true,
+    "validation_scope": "full",
+    "verify_data": true
+  },
+  "schema_version": 1,
+  "status": "passed"
+}
diff --git a/tests/test_bump_version.py b/tests/test_bump_version.py
index b1b7f278..a0828628 100644
--- a/tests/test_bump_version.py
+++ b/tests/test_bump_version.py
@@ -77,3 +77,28 @@ def test_validate_vendored_bundle_version_rejects_stale_bundle(tmp_path):
 
     with pytest.raises(SystemExit):
         bump_version.validate_vendored_bundle_version(tmp_path, "4.3.2")
+
+
+def test_vendor_matching_bundle_downloads_when_vendored_bundle_is_stale(
+    tmp_path,
+    monkeypatch,
+):
+    bundle_path = tmp_path / "src" / "policyengine" / "data" / "bundle.json"
+    bundle_path.parent.mkdir(parents=True)
+    bundle_path.write_text(
+        '{"bundle_version": "4.0.0", "policyengine": {"version": "4.0.0"}}'
+    )
+    calls = []
+
+    def fake_run(command, cwd, check):
+        calls.append((command, cwd, check))
+
+    monkeypatch.setattr(bump_version.subprocess, "run", fake_run)
+
+    bump_version.vendor_matching_bundle(tmp_path, "4.3.2")
+
+    assert len(calls) == 1
+    command, cwd, check = calls[0]
+    assert command[-2:] == ["--version", "4.3.2"]
+    assert cwd == tmp_path
+    assert check is True
diff --git a/tests/test_policyengine_bundle.py b/tests/test_policyengine_bundle.py
index 514b2602..0c3ba261 100644
--- a/tests/test_policyengine_bundle.py
+++ b/tests/test_policyengine_bundle.py
@@ -1,13 +1,17 @@
 from __future__ import annotations
 
+import hashlib
 import importlib.util
+import json
 import re
+import tarfile
 from pathlib import Path
 
 import pytest
 
 REPO_ROOT = Path(__file__).resolve().parents[1]
 PYPROJECT = REPO_ROOT / "pyproject.toml"
+VENDORED_BUNDLE_ROOT = REPO_ROOT / "src" / "policyengine" / "data"
 BUNDLE_MODULE_PATH = REPO_ROOT / "src" / "policyengine" / "bundle.py"
 CHECK_BUNDLE_PATH = REPO_ROOT / ".github" / "check_bundle_consistency.py"
 
@@ -104,6 +108,26 @@ def test_constraints_url_uses_bundle_install_target() -> None:
     )
 
 
+def test_constraints_url_supports_python_314() -> None:
+    assert bundle.constraints_url("us", "3.14") == (
+        "https://raw.githubusercontent.com/PolicyEngine/policyengine-bundles/"
+        "v4.4.2/bundles/4.4.2/install/us/py314/constraints.txt"
+    )
+
+
+def test_install_target_files_are_vendored() -> None:
+    target = bundle.get_install_target("us", "3.13")
+    target_314 = bundle.get_install_target("us", "3.14")
+
+    assert (VENDORED_BUNDLE_ROOT / target["constraints"]).is_file()
+    assert (VENDORED_BUNDLE_ROOT / target["lockfile"]).is_file()
+    assert (VENDORED_BUNDLE_ROOT / target_314["constraints"]).is_file()
+    assert (VENDORED_BUNDLE_ROOT / target_314["lockfile"]).is_file()
+    assert (
+        VENDORED_BUNDLE_ROOT / bundle.get_bundle_manifest()["validation_report"]
+    ).is_file()
+
+
 def test_install_command_uses_target_python_and_constraints() -> None:
     assert bundle.install_command(
         "all",
@@ -142,8 +166,87 @@ def test_install_profile_supports_dry_run() -> None:
 
 def test_install_target_rejects_unsupported_python_version() -> None:
     with pytest.raises(bundle.BundleMismatchError, match="No install target"):
-        bundle.get_install_target("us", "3.14")
+        bundle.get_install_target("us", "3.12")
 
 
 def test_repository_bundle_consistency_check_passes() -> None:
     assert check_bundle_consistency.check_bundle_consistency() == []
+
+
+def test_release_asset_dir_consistency_check_passes(tmp_path: Path) -> None:
+    asset_dir = _write_release_assets(tmp_path)
+
+    assert (
+        check_bundle_consistency.check_bundle_consistency(
+            release_asset_dir=asset_dir,
+        )
+        == []
+    )
+
+
+def test_release_asset_dir_consistency_requires_archive(tmp_path: Path) -> None:
+    asset_dir = _write_release_assets(tmp_path)
+    version = bundle.get_bundle_version()
+    (asset_dir / f"policyengine-bundle-{version}.tar.gz").unlink()
+
+    errors = check_bundle_consistency.check_bundle_consistency(
+        release_asset_dir=asset_dir,
+    )
+
+    assert (
+        f"Bundle release asset is missing: policyengine-bundle-{version}.tar.gz."
+        in errors
+    )
+
+
+def _write_release_assets(tmp_path: Path) -> Path:
+    manifest = bundle.get_bundle_manifest()
+    version = manifest["bundle_version"]
+    asset_dir = tmp_path / "assets"
+    asset_dir.mkdir()
+
+    _write_json(asset_dir / f"bundle-{version}.json", manifest)
+    validation_report = json.loads(
+        (VENDORED_BUNDLE_ROOT / manifest["validation_report"]).read_text()
+    )
+    _write_json(asset_dir / f"validation-report-{version}.json", validation_report)
+
+    archive_path = asset_dir / f"policyengine-bundle-{version}.tar.gz"
+    archive_root = f"policyengine-bundle-{version}"
+    archive_members = {
+        "bundle.json",
+        *check_bundle_consistency._bundle_referenced_paths(manifest),
+    }
+    with tarfile.open(archive_path, "w:gz") as archive:
+        for relative_path in sorted(archive_members):
+            archive.add(
+                VENDORED_BUNDLE_ROOT / relative_path,
+                arcname=str(Path(archive_root) / relative_path),
+            )
+
+    archive_sha256 = _sha256_file(archive_path)
+    (asset_dir / f"policyengine-bundle-{version}.tar.gz.sha256").write_text(
+        f"{archive_sha256}  {archive_path.name}\n"
+    )
+    _write_json(
+        asset_dir / f"policyengine-bundle-{version}.json",
+        {
+            "bundle_version": version,
+            "bundle_digest": manifest["bundle_digest"],
+            "archive": archive_path.name,
+            "archive_sha256": archive_sha256,
+        },
+    )
+    return asset_dir
+
+
+def _write_json(path: Path, payload: dict) -> None:
+    path.write_text(json.dumps(payload, indent=2) + "\n")
+
+
+def _sha256_file(path: Path) -> str:
+    hasher = hashlib.sha256()
+    with path.open("rb") as file:
+        for chunk in iter(lambda: file.read(1024 * 1024), b""):
+            hasher.update(chunk)
+    return hasher.hexdigest()
diff --git a/tests/test_policyengine_wheel_attestation.py b/tests/test_policyengine_wheel_attestation.py
new file mode 100644
index 00000000..c44aee62
--- /dev/null
+++ b/tests/test_policyengine_wheel_attestation.py
@@ -0,0 +1,65 @@
+from __future__ import annotations
+
+import importlib.util
+import json
+from pathlib import Path
+
+REPO_ROOT = Path(__file__).resolve().parents[1]
+MODULE_PATH = REPO_ROOT / ".github" / "write_policyengine_wheel_attestation.py"
+
+spec = importlib.util.spec_from_file_location(
+    "write_policyengine_wheel_attestation",
+    MODULE_PATH,
+)
+write_policyengine_wheel_attestation = importlib.util.module_from_spec(spec)
+assert spec.loader is not None
+spec.loader.exec_module(write_policyengine_wheel_attestation)
+
+
+def test_build_attestation_records_bundle_and_wheel_hash(
+    tmp_path: Path,
+    monkeypatch,
+) -> None:
+    bundle_path = tmp_path / "bundle.json"
+    bundle_path.write_text(
+        json.dumps(
+            {
+                "bundle_version": "4.4.3",
+                "bundle_digest": "sha256:" + "a" * 64,
+                "policyengine": {
+                    "name": "policyengine",
+                    "version": "4.4.3",
+                    "role": "bundle_carrier",
+                },
+            }
+        )
+    )
+    monkeypatch.setattr(
+        write_policyengine_wheel_attestation, "BUNDLE_PATH", bundle_path
+    )
+    monkeypatch.setattr(
+        write_policyengine_wheel_attestation,
+        "_load_json_url",
+        lambda _url: {
+            "urls": [
+                {
+                    "packagetype": "bdist_wheel",
+                    "filename": "policyengine-4.4.3-py3-none-any.whl",
+                    "url": "https://files.pythonhosted.org/policyengine.whl",
+                    "digests": {"sha256": "b" * 64},
+                    "upload_time_iso_8601": "2026-05-12T00:00:00Z",
+                }
+            ]
+        },
+    )
+
+    attestation = write_policyengine_wheel_attestation.build_attestation(
+        version="4.4.3",
+        retries=1,
+        sleep_seconds=0,
+    )
+
+    assert attestation["bundle"]["version"] == "4.4.3"
+    assert attestation["bundle"]["digest"] == "sha256:" + "a" * 64
+    assert attestation["package"]["version"] == "4.4.3"
+    assert attestation["package"]["sha256"] == "b" * 64
diff --git a/tests/test_vendor_release_bundle.py b/tests/test_vendor_release_bundle.py
new file mode 100644
index 00000000..42043f36
--- /dev/null
+++ b/tests/test_vendor_release_bundle.py
@@ -0,0 +1,181 @@
+from __future__ import annotations
+
+import importlib.util
+import json
+from pathlib import Path
+
+REPO_ROOT = Path(__file__).resolve().parents[1]
+MODULE_PATH = REPO_ROOT / ".github" / "vendor_release_bundle.py"
+
+spec = importlib.util.spec_from_file_location("vendor_release_bundle", MODULE_PATH)
+vendor_release_bundle = importlib.util.module_from_spec(spec)
+assert spec.loader is not None
+spec.loader.exec_module(vendor_release_bundle)
+
+
+def test_vendor_bundle_derives_py_release_manifest_and_pins(tmp_path: Path) -> None:
+    bundle_root = tmp_path / "policyengine-bundle-4.4.3"
+    (bundle_root / "countries").mkdir(parents=True)
+    (bundle_root / "install" / "us" / "py314").mkdir(parents=True)
+    _write_json(
+        bundle_root / "bundle.json",
+        {
+            "bundle_version": "4.4.3",
+            "policyengine": {
+                "name": "policyengine",
+                "version": "4.4.3",
+                "resolution_status": "pinned",
+                "role": "bundle_carrier",
+            },
+            "packages": {
+                "policyengine": {
+                    "name": "policyengine",
+                    "version": "4.4.3",
+                    "resolution_status": "pinned",
+                    "role": "bundle_carrier",
+                },
+                "policyengine-core": {
+                    "name": "policyengine-core",
+                    "version": "3.26.1",
+                    "resolution_status": "pinned",
+                },
+                "policyengine-us": {
+                    "name": "policyengine-us",
+                    "version": "1.687.0",
+                    "resolution_status": "pinned",
+                },
+            },
+            "profiles": {
+                "us": {
+                    "packages": [
+                        "policyengine",
+                        "policyengine-core",
+                        "policyengine-us",
+                    ],
+                    "countries": ["us"],
+                    "install_targets": {
+                        "py314": {
+                            "python_version": "3.14",
+                            "constraints": "install/us/py314/constraints.txt",
+                            "lockfile": "install/us/py314/pylock.toml",
+                            "resolver": "uv",
+                        }
+                    },
+                }
+            },
+            "countries": {"us": "countries/us.json"},
+            "validation_report": "validation-report.json",
+        },
+    )
+    _write_json(
+        bundle_root / "countries" / "us.json",
+        {
+            "schema_version": 1,
+            "bundle_version": "4.4.3",
+            "country_id": "us",
+            "model_package": {
+                "name": "policyengine-us",
+                "version": "1.687.0",
+                "sha256": "a" * 64,
+                "wheel_url": "https://example.test/policyengine-us.whl",
+            },
+            "core_package": {"name": "policyengine-core", "version": "3.26.1"},
+            "data_package": {
+                "name": "policyengine-us-data",
+                "version": "1.78.2",
+                "repo_id": "policyengine/policyengine-us-data",
+                "repo_type": "model",
+                "release_manifest_path": "releases/1.78.2/release_manifest.json",
+            },
+            "artifact_release": {
+                "repo_id": "policyengine/policyengine-us-data",
+                "repo_type": "model",
+                "version": "9cb665d",
+            },
+            "default_dataset": "enhanced_cps_2024",
+            "datasets": {
+                "enhanced_cps_2024": {
+                    "kind": "microdata",
+                    "path": "enhanced_cps_2024.h5",
+                    "repo_id": "policyengine/policyengine-us-data",
+                    "revision": "1.78.2",
+                    "sha256": "b" * 64,
+                },
+                "weights": {
+                    "kind": "weights",
+                    "path": "weights.h5",
+                    "repo_id": "policyengine/policyengine-us-data",
+                    "revision": "1.78.2",
+                },
+            },
+            "certification": {
+                "compatibility_basis": "release_manifest_exact_compatibility",
+                "data_build_id": "policyengine-us-data-1.78.2",
+                "built_with_model_package": {
+                    "name": "policyengine-us",
+                    "version": "1.687.0",
+                },
+                "certified_for_model_package": {
+                    "name": "policyengine-us",
+                    "version": "1.687.0",
+                },
+            },
+        },
+    )
+    (bundle_root / "install" / "us" / "py314" / "constraints.txt").write_text(
+        "policyengine-us==1.687.0\n"
+    )
+    (bundle_root / "install" / "us" / "py314" / "pylock.toml").write_text("[lock]\n")
+    _write_json(bundle_root / "validation-report.json", {"status": "passed"})
+
+    data_root = tmp_path / "data"
+    _write_json(
+        data_root / "release_manifests" / "us.json",
+        {"region_datasets": {"national": {"path_template": "enhanced_cps_2024.h5"}}},
+    )
+    pyproject = tmp_path / "pyproject.toml"
+    pyproject.write_text(
+        "[project.optional-dependencies]\n"
+        "us = [\n"
+        '    "policyengine-core==0.0.1",\n'
+        '    "policyengine-us==0.0.1",\n'
+        "]\n"
+        "dev = [\n"
+        '    "policyengine-core==0.0.1",\n'
+        '    "policyengine-us==0.0.1",\n'
+        "]\n"
+    )
+
+    vendor_release_bundle._vendor_bundle(bundle_root, data_root, pyproject)
+
+    release_manifest = json.loads(
+        (data_root / "release_manifests" / "us.json").read_text()
+    )
+    assert release_manifest["policyengine_version"] == "4.4.3"
+    assert release_manifest["bundle_id"] == "us-4.4.3"
+    assert release_manifest["certified_data_artifact"]["uri"] == (
+        "hf://policyengine/policyengine-us-data/enhanced_cps_2024.h5@1.78.2"
+    )
+    assert release_manifest["datasets"] == {
+        "enhanced_cps_2024": {"path": "enhanced_cps_2024.h5"}
+    }
+    assert release_manifest["region_datasets"] == {
+        "national": {"path_template": "enhanced_cps_2024.h5"}
+    }
+    assert "policyengine-core==3.26.1" in pyproject.read_text()
+    assert "policyengine-us==1.687.0" in pyproject.read_text()
+    assert (data_root / "install" / "us" / "py314" / "constraints.txt").is_file()
+
+
+def test_typed_hf_uri_is_converted_to_policyengine_hf_uri() -> None:
+    assert (
+        vendor_release_bundle._bundle_hf_uri_to_policyengine_uri(
+            "hf://model/policyengine/policyengine-uk-data-private@1.55.5/data.h5"
+        )
+        == "hf://policyengine/policyengine-uk-data-private/data.h5@1.55.5"
+    )
+
+
+def _write_json(path: Path, payload: dict) -> None:
+    path.parent.mkdir(parents=True, exist_ok=True)
+    path.write_text(json.dumps(payload))

From cad3b41441b8b72293a8b52a78553aad6bf31dbc Mon Sep 17 00:00:00 2001
From: Anthony Volk <anth.volk@gmail.com>
Date: Tue, 12 May 2026 15:07:47 +0200
Subject: [PATCH 7/9] Sync vendored bundle to 4.4.3

---
 .github/vendor_release_bundle.py              |    2 +
 src/policyengine/data/bundle.json             |   58 +-
 src/policyengine/data/countries/uk.json       |    2 +-
 src/policyengine/data/countries/us.json       | 5459 ++++++++++++++++-
 .../data/install/all/py313/constraints.txt    |  152 +-
 .../data/install/all/py313/pylock.toml        | 1118 +---
 .../data/install/all/py314/constraints.txt    | 1438 -----
 .../data/install/all/py314/pylock.toml        | 1585 -----
 .../data/install/uk/py313/constraints.txt     |  144 +-
 .../data/install/uk/py313/pylock.toml         | 1025 +---
 .../data/install/uk/py314/constraints.txt     | 1316 ----
 .../data/install/uk/py314/pylock.toml         | 1463 -----
 .../data/install/us/py313/constraints.txt     |  150 +-
 .../data/install/us/py313/pylock.toml         | 1118 +---
 .../data/install/us/py314/constraints.txt     | 1429 -----
 .../data/install/us/py314/pylock.toml         | 1579 -----
 .../data/release_manifests/uk.json            |   20 +-
 .../data/release_manifests/us.json            | 1480 ++++-
 src/policyengine/data/validation-report.json  |  172 +-
 19 files changed, 7328 insertions(+), 12382 deletions(-)
 delete mode 100644 src/policyengine/data/install/all/py314/constraints.txt
 delete mode 100644 src/policyengine/data/install/all/py314/pylock.toml
 delete mode 100644 src/policyengine/data/install/uk/py314/constraints.txt
 delete mode 100644 src/policyengine/data/install/uk/py314/pylock.toml
 delete mode 100644 src/policyengine/data/install/us/py314/constraints.txt
 delete mode 100644 src/policyengine/data/install/us/py314/pylock.toml

diff --git a/.github/vendor_release_bundle.py b/.github/vendor_release_bundle.py
index c90b2b97..2876c03d 100644
--- a/.github/vendor_release_bundle.py
+++ b/.github/vendor_release_bundle.py
@@ -274,6 +274,8 @@ def _bundle_hf_uri_to_policyengine_uri(uri: str) -> str:
 def _update_pyproject_pins(bundle: dict[str, Any], pyproject_path: Path) -> None:
     text = pyproject_path.read_text()
     for package_name, package in sorted(bundle.get("packages", {}).items()):
+        if package_name == "policyengine":
+            continue
         if package.get("role") == "bundle_carrier":
             continue
         version = package.get("version")
diff --git a/src/policyengine/data/bundle.json b/src/policyengine/data/bundle.json
index 99ec87d3..e759a800 100644
--- a/src/policyengine/data/bundle.json
+++ b/src/policyengine/data/bundle.json
@@ -1,36 +1,28 @@
 {
-  "bundle_digest": "sha256:bcc9609cf369a6f1a399eaed4bd8328f99f2844e35ff1b1d2f41da49066203b1",
-  "bundle_version": "4.4.2",
+  "bundle_version": "4.4.3",
   "countries": {
     "uk": "countries/uk.json",
     "us": "countries/us.json"
   },
-  "created_at": "2026-05-09T10:21:38Z",
+  "created_at": "2026-05-11T20:30:42Z",
   "metadata": {
     "generated_by": "scripts/generate_bundle.py",
     "install_artifact_layout": "install/{profile}/{python}/",
+    "python_platform": "x86_64-manylinux_2_28",
     "python_versions": [
-      "3.13",
-      "3.14"
+      "3.13"
     ],
-    "resolver": {
-      "exclude_newer": "2026-05-09T10:39:06Z",
-      "name": "uv",
-      "resolution": "highest",
-      "universal": true,
-      "version": "0.8.5"
-    },
     "testing_only": false
   },
   "packages": {
     "policyengine": {
       "name": "policyengine",
       "resolution_status": "pinned",
-      "sdist_url": "https://files.pythonhosted.org/packages/32/a5/4556d22ac1c42afc7bc2e7bab43fe98c4e7ad4f58eefdbd91409f8c03152/policyengine-4.4.2.tar.gz",
-      "sha256": "403303224e94665521f7d648a54918df8f28c56b97a83d29799d66cfd92bb7a2",
+      "sdist_url": "https://files.pythonhosted.org/packages/92/f1/1164557ced4db47a9fddf7e5d301a30578de0cb1fb284c5803c238916df7/policyengine-4.4.3.tar.gz",
+      "sha256": "a12e8ed43a4b0f205d853853ccc678b2b8857381b8111336e711e35d8e6b1336",
       "source": "pypi",
-      "version": "4.4.2",
-      "wheel_url": "https://files.pythonhosted.org/packages/44/c6/75c1516c087c64419def4edd4841dd0d4748c9e304423b49ae7c61dcfb61/policyengine-4.4.2-py3-none-any.whl"
+      "version": "4.4.3",
+      "wheel_url": "https://files.pythonhosted.org/packages/68/16/f42e21772742c594194b53302e798c83065c45f34df9b04578540488149d/policyengine-4.4.3-py3-none-any.whl"
     },
     "policyengine-core": {
       "name": "policyengine-core",
@@ -53,21 +45,21 @@
     "policyengine-us": {
       "name": "policyengine-us",
       "resolution_status": "pinned",
-      "sdist_url": "https://files.pythonhosted.org/packages/26/49/d34803002b058e7ad91861975d26aa7d2bac3b4988756290e1588e00a776/policyengine_us-1.687.0.tar.gz",
-      "sha256": "cac7da3aa9ba4bf57009eee75d798217bbef7e1c5ca17646d472fad715ab634f",
+      "sdist_url": "https://files.pythonhosted.org/packages/81/df/60548e64a5ccf5f961a45608c2c6744833daf756c1c82d1e59e5bca14850/policyengine_us-1.690.7.tar.gz",
+      "sha256": "5a7a541efabac98fa069d6845902cf5924c81db67383234b55dcd2b8bfcfc3ca",
       "source": "pypi",
-      "version": "1.687.0",
-      "wheel_url": "https://files.pythonhosted.org/packages/c3/36/5633f5a3996c915494154ec3852011b1a239ea06d9f08cb6287ab709618c/policyengine_us-1.687.0-py3-none-any.whl"
+      "version": "1.690.7",
+      "wheel_url": "https://files.pythonhosted.org/packages/2a/02/52109bae5f4767237b43bd72ce0bc4edf7925650a788053b2bc168caa5ae/policyengine_us-1.690.7-py3-none-any.whl"
     }
   },
   "policyengine": {
     "name": "policyengine",
     "resolution_status": "pinned",
-    "sdist_url": "https://files.pythonhosted.org/packages/32/a5/4556d22ac1c42afc7bc2e7bab43fe98c4e7ad4f58eefdbd91409f8c03152/policyengine-4.4.2.tar.gz",
-    "sha256": "403303224e94665521f7d648a54918df8f28c56b97a83d29799d66cfd92bb7a2",
+    "sdist_url": "https://files.pythonhosted.org/packages/92/f1/1164557ced4db47a9fddf7e5d301a30578de0cb1fb284c5803c238916df7/policyengine-4.4.3.tar.gz",
+    "sha256": "a12e8ed43a4b0f205d853853ccc678b2b8857381b8111336e711e35d8e6b1336",
     "source": "pypi",
-    "version": "4.4.2",
-    "wheel_url": "https://files.pythonhosted.org/packages/44/c6/75c1516c087c64419def4edd4841dd0d4748c9e304423b49ae7c61dcfb61/policyengine-4.4.2-py3-none-any.whl"
+    "version": "4.4.3",
+    "wheel_url": "https://files.pythonhosted.org/packages/68/16/f42e21772742c594194b53302e798c83065c45f34df9b04578540488149d/policyengine-4.4.3-py3-none-any.whl"
   },
   "profiles": {
     "all": {
@@ -82,12 +74,6 @@
           "lockfile": "install/all/py313/pylock.toml",
           "python_version": "3.13",
           "resolver": "uv"
-        },
-        "py314": {
-          "constraints": "install/all/py314/constraints.txt",
-          "lockfile": "install/all/py314/pylock.toml",
-          "python_version": "3.14",
-          "resolver": "uv"
         }
       },
       "packages": [
@@ -108,12 +94,6 @@
           "lockfile": "install/uk/py313/pylock.toml",
           "python_version": "3.13",
           "resolver": "uv"
-        },
-        "py314": {
-          "constraints": "install/uk/py314/constraints.txt",
-          "lockfile": "install/uk/py314/pylock.toml",
-          "python_version": "3.14",
-          "resolver": "uv"
         }
       },
       "packages": [
@@ -133,12 +113,6 @@
           "lockfile": "install/us/py313/pylock.toml",
           "python_version": "3.13",
           "resolver": "uv"
-        },
-        "py314": {
-          "constraints": "install/us/py314/constraints.txt",
-          "lockfile": "install/us/py314/pylock.toml",
-          "python_version": "3.14",
-          "resolver": "uv"
         }
       },
       "packages": [
diff --git a/src/policyengine/data/countries/uk.json b/src/policyengine/data/countries/uk.json
index 66dbb88e..d7ce00b1 100644
--- a/src/policyengine/data/countries/uk.json
+++ b/src/policyengine/data/countries/uk.json
@@ -6,7 +6,7 @@
     "repo_type": "model",
     "version": "1.55.5"
   },
-  "bundle_version": "4.4.2",
+  "bundle_version": "4.4.3",
   "certification": {
     "built_with_core_package": {
       "name": "policyengine-core",
diff --git a/src/policyengine/data/countries/us.json b/src/policyengine/data/countries/us.json
index 0b3b3a6e..65b71c31 100644
--- a/src/policyengine/data/countries/us.json
+++ b/src/policyengine/data/countries/us.json
@@ -1,22 +1,22 @@
 {
   "artifact_release": {
-    "release_manifest_sha256": "2e8e144a175bc95ebc5ba1cce8ad3d895767776b92841091595266850f6e577b",
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+      "sha256": "a671942561cddf9e3416125491fc69816fd3df54e79a74be024ca40e3c88c678",
+      "size_bytes": 61195414,
+      "status": "certified"
+    },
+    "states/KY": {
+      "kind": "microdata",
+      "metadata": {},
+      "path": "states/KY.h5",
+      "preservation_mirrors": [],
+      "repo_id": "policyengine/policyengine-us-data",
+      "revision": "1.110.12",
+      "sha256": "b61029952dec7043a1be919c9bdea03cd4e3ba62138d7d015650a69d6ef385b9",
+      "size_bytes": 89655081,
+      "status": "certified"
+    },
+    "states/LA": {
+      "kind": "microdata",
+      "metadata": {},
+      "path": "states/LA.h5",
+      "preservation_mirrors": [],
+      "repo_id": "policyengine/policyengine-us-data",
+      "revision": "1.110.12",
+      "sha256": "34d73d93cd64a6338dcc3977ea7d0077ba8dc9cad5fadddfa1d95cc0ab48c014",
+      "size_bytes": 90849917,
+      "status": "certified"
+    },
+    "states/MA": {
+      "kind": "microdata",
+      "metadata": {},
+      "path": "states/MA.h5",
+      "preservation_mirrors": [],
+      "repo_id": "policyengine/policyengine-us-data",
+      "revision": "1.110.12",
+      "sha256": "09834aa209e53604dcb1b7cbe0f7d300782bb424764a3c33afa6aaaeb0421081",
+      "size_bytes": 139160743,
+      "status": "certified"
+    },
+    "states/MD": {
+      "kind": "microdata",
+      "metadata": {},
+      "path": "states/MD.h5",
+      "preservation_mirrors": [],
+      "repo_id": "policyengine/policyengine-us-data",
+      "revision": "1.110.12",
+      "sha256": "76c88a6bccbbdec725bd4b09b5245962b0fcacda82a41b19f7d1ea9b5fc18abe",
+      "size_bytes": 122563160,
+      "status": "certified"
+    },
+    "states/ME": {
+      "kind": "microdata",
+      "metadata": {},
+      "path": "states/ME.h5",
+      "preservation_mirrors": [],
+      "repo_id": "policyengine/policyengine-us-data",
+      "revision": "1.110.12",
+      "sha256": "3064a05c10293a9338c38f8b0681c8704cc3c935849e8dc025e93248e4ebaf68",
+      "size_bytes": 30535433,
+      "status": "certified"
+    },
+    "states/MI": {
+      "kind": "microdata",
+      "metadata": {},
+      "path": "states/MI.h5",
+      "preservation_mirrors": [],
+      "repo_id": "policyengine/policyengine-us-data",
+      "revision": "1.110.12",
+      "sha256": "37a35d7afe12485d729b4a02b5f896041b68b1c919a338f028803e285c50a341",
+      "size_bytes": 198191393,
+      "status": "certified"
+    },
+    "states/MN": {
+      "kind": "microdata",
+      "metadata": {},
+      "path": "states/MN.h5",
+      "preservation_mirrors": [],
+      "repo_id": "policyengine/policyengine-us-data",
+      "revision": "1.110.12",
+      "sha256": "8e6dab1127a058c713ddff5a408bb853a81114d320aa5ed56bbec8569999c621",
+      "size_bytes": 122845122,
+      "status": "certified"
+    },
+    "states/MO": {
+      "kind": "microdata",
+      "metadata": {},
+      "path": "states/MO.h5",
+      "preservation_mirrors": [],
+      "repo_id": "policyengine/policyengine-us-data",
+      "revision": "1.110.12",
+      "sha256": "bb59045823f6d8d8d29a63a687c3da010d38f640039f8211fc98f5982b813751",
+      "size_bytes": 121749168,
+      "status": "certified"
+    },
+    "states/MS": {
+      "kind": "microdata",
+      "metadata": {},
+      "path": "states/MS.h5",
+      "preservation_mirrors": [],
+      "repo_id": "policyengine/policyengine-us-data",
+      "revision": "1.110.12",
+      "sha256": "3e52abdae3895f69d58802713b4ca3e988a826afb00a7544ed5de1f31b0b07b6",
+      "size_bytes": 59116929,
+      "status": "certified"
+    },
+    "states/MT": {
+      "kind": "microdata",
+      "metadata": {},
+      "path": "states/MT.h5",
+      "preservation_mirrors": [],
+      "repo_id": "policyengine/policyengine-us-data",
+      "revision": "1.110.12",
+      "sha256": "6b7cd4cc61f683dae851c6cc7368aef06f785d40b69f5b6ee0f12be1bdffc497",
+      "size_bytes": 30601245,
+      "status": "certified"
+    },
+    "states/NC": {
+      "kind": "microdata",
+      "metadata": {},
+      "path": "states/NC.h5",
+      "preservation_mirrors": [],
+      "repo_id": "policyengine/policyengine-us-data",
+      "revision": "1.110.12",
+      "sha256": "a95f9ef1939d20c5b5864a55c700838d1c8e85d05d54295ff27730e493f27993",
+      "size_bytes": 213770803,
+      "status": "certified"
+    },
+    "states/ND": {
+      "kind": "microdata",
+      "metadata": {},
+      "path": "states/ND.h5",
+      "preservation_mirrors": [],
+      "repo_id": "policyengine/policyengine-us-data",
+      "revision": "1.110.12",
+      "sha256": "94973e16e31d6a4fad9c951d00a84d1be90ae3ef51e0f53ba19b97014ba02caf",
+      "size_bytes": 15803771,
+      "status": "certified"
+    },
+    "states/NE": {
+      "kind": "microdata",
+      "metadata": {},
+      "path": "states/NE.h5",
+      "preservation_mirrors": [],
+      "repo_id": "policyengine/policyengine-us-data",
+      "revision": "1.110.12",
+      "sha256": "2b77f24921a305653bdcba70999e0fd16547c0afa34ea39db60fc705e42bfc1e",
+      "size_bytes": 46048603,
+      "status": "certified"
+    },
+    "states/NH": {
+      "kind": "microdata",
+      "metadata": {},
+      "path": "states/NH.h5",
+      "preservation_mirrors": [],
+      "repo_id": "policyengine/policyengine-us-data",
+      "revision": "1.110.12",
+      "sha256": "13bf8d710073be8b4ccc10b8d6215a33870c981b61b74ea5048a182488cfa58f",
+      "size_bytes": 31204169,
+      "status": "certified"
+    },
+    "states/NJ": {
+      "kind": "microdata",
+      "metadata": {},
+      "path": "states/NJ.h5",
+      "preservation_mirrors": [],
+      "repo_id": "policyengine/policyengine-us-data",
+      "revision": "1.110.12",
+      "sha256": "160604eceb6fc5d10c8b2cf07e7cf1cac3bb946a1deaef1fbeae5e3d9b1b3349",
+      "size_bytes": 185460674,
+      "status": "certified"
+    },
+    "states/NM": {
+      "kind": "microdata",
+      "metadata": {},
+      "path": "states/NM.h5",
+      "preservation_mirrors": [],
+      "repo_id": "policyengine/policyengine-us-data",
+      "revision": "1.110.12",
+      "sha256": "cba3f117b69784239034a008ddf8035834180d4ad055e18ceb84cc3c3b42d6d6",
+      "size_bytes": 44828761,
+      "status": "certified"
+    },
+    "states/NV": {
+      "kind": "microdata",
+      "metadata": {},
+      "path": "states/NV.h5",
+      "preservation_mirrors": [],
+      "repo_id": "policyengine/policyengine-us-data",
+      "revision": "1.110.12",
+      "sha256": "fc997780f37cb0d48b50c7a481b3c20b70efe33303a191311d0d0b57f48225e3",
+      "size_bytes": 61809169,
+      "status": "certified"
+    },
+    "states/NY": {
+      "kind": "microdata",
+      "metadata": {},
+      "path": "states/NY.h5",
+      "preservation_mirrors": [],
+      "repo_id": "policyengine/policyengine-us-data",
+      "revision": "1.110.12",
+      "sha256": "26278a1ec9211b39db1b35db5096bae71d37d6fa71b77de416bff5618b36e936",
+      "size_bytes": 396902556,
+      "status": "certified"
+    },
+    "states/OH": {
+      "kind": "microdata",
+      "metadata": {},
+      "path": "states/OH.h5",
+      "preservation_mirrors": [],
+      "repo_id": "policyengine/policyengine-us-data",
+      "revision": "1.110.12",
+      "sha256": "fda0d5460fc2f5f3f066cb9e047aa2bbd20532e77485a35fb2029dbd0b2156b9",
+      "size_bytes": 228017428,
+      "status": "certified"
+    },
+    "states/OK": {
+      "kind": "microdata",
+      "metadata": {},
+      "path": "states/OK.h5",
+      "preservation_mirrors": [],
+      "repo_id": "policyengine/policyengine-us-data",
+      "revision": "1.110.12",
+      "sha256": "61cb3f39c41e9fbb5d4baa4a781db874b775ebc2ea7925fdc6a2f953172bc74f",
+      "size_bytes": 76252642,
+      "status": "certified"
+    },
+    "states/OR": {
+      "kind": "microdata",
+      "metadata": {},
+      "path": "states/OR.h5",
+      "preservation_mirrors": [],
+      "repo_id": "policyengine/policyengine-us-data",
+      "revision": "1.110.12",
+      "sha256": "f4f1a9a490c23a3a1358bc169dfffdee5f1d0047d72ed8683bd9a48c5d9aa07d",
+      "size_bytes": 91286750,
+      "status": "certified"
+    },
+    "states/PA": {
+      "kind": "microdata",
+      "metadata": {},
+      "path": "states/PA.h5",
+      "preservation_mirrors": [],
+      "repo_id": "policyengine/policyengine-us-data",
+      "revision": "1.110.12",
+      "sha256": "61ac2086cc0351e386096f533e63e8546d384075f4d292a44a6ab655dd250cd0",
+      "size_bytes": 259895430,
+      "status": "certified"
+    },
+    "states/RI": {
+      "kind": "microdata",
+      "metadata": {},
+      "path": "states/RI.h5",
+      "preservation_mirrors": [],
+      "repo_id": "policyengine/policyengine-us-data",
+      "revision": "1.110.12",
+      "sha256": "e8a6526691bc4e6b69d63118afd00835bd7b4bac2507a602c0e814d73b381ff5",
+      "size_bytes": 30701010,
+      "status": "certified"
+    },
+    "states/SC": {
+      "kind": "microdata",
+      "metadata": {},
+      "path": "states/SC.h5",
+      "preservation_mirrors": [],
+      "repo_id": "policyengine/policyengine-us-data",
+      "revision": "1.110.12",
+      "sha256": "820e3f18ecd4284aaf1d9125113591bc89cf595cd1835770622728e92c58a0ec",
+      "size_bytes": 106646201,
+      "status": "certified"
+    },
+    "states/SD": {
+      "kind": "microdata",
+      "metadata": {},
+      "path": "states/SD.h5",
+      "preservation_mirrors": [],
+      "repo_id": "policyengine/policyengine-us-data",
+      "revision": "1.110.12",
+      "sha256": "f8a1d0367f8a4ca6528d9abf1b0c6becbe8065ff8a51069f61c05380dc407772",
+      "size_bytes": 15911623,
+      "status": "certified"
+    },
+    "states/TN": {
+      "kind": "microdata",
+      "metadata": {},
+      "path": "states/TN.h5",
+      "preservation_mirrors": [],
+      "repo_id": "policyengine/policyengine-us-data",
+      "revision": "1.110.12",
+      "sha256": "674106b35fbc40a731c62ab1c31968afefe7ce752ad75fe8d54d7fd3eef8bc08",
+      "size_bytes": 137477602,
+      "status": "certified"
+    },
+    "states/TX": {
+      "kind": "microdata",
+      "metadata": {},
+      "path": "states/TX.h5",
+      "preservation_mirrors": [],
+      "repo_id": "policyengine/policyengine-us-data",
+      "revision": "1.110.12",
+      "sha256": "c32f67256467f124db671b520547ef2c74c175fca9cd79052f02c6a6f09c0463",
+      "size_bytes": 579169765,
+      "status": "certified"
+    },
+    "states/UT": {
+      "kind": "microdata",
+      "metadata": {},
+      "path": "states/UT.h5",
+      "preservation_mirrors": [],
+      "repo_id": "policyengine/policyengine-us-data",
+      "revision": "1.110.12",
+      "sha256": "78035be062ec941e2678f9dfc7ecc1339f8087c83dd8a0b3f2a3def137a6e363",
+      "size_bytes": 61813093,
+      "status": "certified"
+    },
+    "states/VA": {
+      "kind": "microdata",
+      "metadata": {},
+      "path": "states/VA.h5",
+      "preservation_mirrors": [],
+      "repo_id": "policyengine/policyengine-us-data",
+      "revision": "1.110.12",
+      "sha256": "f25ad6d8c631bb41029c1da6587e3bd1e36c6ecd7c2255c60c5c0c5fca2c20cf",
+      "size_bytes": 168668558,
+      "status": "certified"
+    },
+    "states/VT": {
+      "kind": "microdata",
+      "metadata": {},
+      "path": "states/VT.h5",
+      "preservation_mirrors": [],
+      "repo_id": "policyengine/policyengine-us-data",
+      "revision": "1.110.12",
+      "sha256": "cefc4c9ee099cd3d12342073b62b212b4a521fca7f69cb16b70905c391c2f764",
+      "size_bytes": 15494656,
+      "status": "certified"
+    },
+    "states/WA": {
+      "kind": "microdata",
+      "metadata": {},
+      "path": "states/WA.h5",
+      "preservation_mirrors": [],
+      "repo_id": "policyengine/policyengine-us-data",
+      "revision": "1.110.12",
+      "sha256": "77a62f6c537e6b00f82c637ce6355880eb2e3eabeca374f36c812460e8dff953",
+      "size_bytes": 153693044,
+      "status": "certified"
+    },
+    "states/WI": {
+      "kind": "microdata",
+      "metadata": {},
+      "path": "states/WI.h5",
+      "preservation_mirrors": [],
+      "repo_id": "policyengine/policyengine-us-data",
+      "revision": "1.110.12",
+      "sha256": "6e6ae73f3029c591bba1a64467aeacd47b99dc65cde135b38dc5a242e47f1082",
+      "size_bytes": 122559877,
+      "status": "certified"
+    },
+    "states/WV": {
+      "kind": "microdata",
+      "metadata": {},
+      "path": "states/WV.h5",
+      "preservation_mirrors": [],
+      "repo_id": "policyengine/policyengine-us-data",
+      "revision": "1.110.12",
+      "sha256": "8ef1c01459bf00456080c6a69ac379bea9ae231437acbc5f97a86fae0adb505e",
+      "size_bytes": 30086521,
+      "status": "certified"
+    },
+    "states/WY": {
+      "kind": "microdata",
+      "metadata": {},
+      "path": "states/WY.h5",
       "preservation_mirrors": [],
       "repo_id": "policyengine/policyengine-us-data",
-      "revision": "1.78.2",
-      "sha256": "4e92b340c3ea3e200ed5d55edf752ee1a13baf787442956fb67d25242fed13b5",
-      "size_bytes": 110419040,
+      "revision": "1.110.12",
+      "sha256": "0b0ebcf9d997d18a2c2da33e5ff29186b68e1cb353ba743ceada840dc7080abc",
+      "size_bytes": 15686878,
       "status": "certified"
     }
   },
   "default_dataset": "enhanced_cps_2024",
   "metadata": {
-    "input_release_manifest_sha256": "2e8e144a175bc95ebc5ba1cce8ad3d895767776b92841091595266850f6e577b",
-    "input_release_manifest_uri": "hf://model/policyengine/policyengine-us-data@9cb665df0a546f9c3d79b496f8eb2dd55859d38d/releases/1.78.2/release_manifest.json"
+    "input_release_manifest_sha256": "9f47991b0bb7150c5f65b3b3fa9a11949b03162f047721960dcff46bbaee6536",
+    "input_release_manifest_uri": "hf://model/policyengine/policyengine-us-data@3aac4505ec10d31efc1b3799a1e6458a15853ecc/releases/1.110.12/release_manifest.json"
   },
   "model_package": {
     "name": "policyengine-us",
     "resolution_status": "pinned",
-    "sdist_url": "https://files.pythonhosted.org/packages/26/49/d34803002b058e7ad91861975d26aa7d2bac3b4988756290e1588e00a776/policyengine_us-1.687.0.tar.gz",
-    "sha256": "cac7da3aa9ba4bf57009eee75d798217bbef7e1c5ca17646d472fad715ab634f",
+    "sdist_url": "https://files.pythonhosted.org/packages/81/df/60548e64a5ccf5f961a45608c2c6744833daf756c1c82d1e59e5bca14850/policyengine_us-1.690.7.tar.gz",
+    "sha256": "5a7a541efabac98fa069d6845902cf5924c81db67383234b55dcd2b8bfcfc3ca",
     "source": "pypi",
-    "version": "1.687.0",
-    "wheel_url": "https://files.pythonhosted.org/packages/c3/36/5633f5a3996c915494154ec3852011b1a239ea06d9f08cb6287ab709618c/policyengine_us-1.687.0-py3-none-any.whl"
+    "version": "1.690.7",
+    "wheel_url": "https://files.pythonhosted.org/packages/2a/02/52109bae5f4767237b43bd72ce0bc4edf7925650a788053b2bc168caa5ae/policyengine_us-1.690.7-py3-none-any.whl"
   },
   "region_datasets": {},
   "schema_version": 1
diff --git a/src/policyengine/data/install/all/py313/constraints.txt b/src/policyengine/data/install/all/py313/constraints.txt
index 33b58944..0a5d8212 100644
--- a/src/policyengine/data/install/all/py313/constraints.txt
+++ b/src/policyengine/data/install/all/py313/constraints.txt
@@ -1,5 +1,5 @@
 # This file was autogenerated by uv via the following command:
-#    uv pip compile /var/folders/qf/7fglpnr94wsc5xgbqkp80xbw0000gn/T/tmp4gv1ykt7/requirements.in --python-version 3.13 --resolution highest --exclude-newer 2026-05-09T10:39:06Z --universal --format requirements.txt --generate-hashes --output-file bundles/4.4.2/install/all/py313/constraints.txt
+#    uv pip compile /var/folders/9l/_wztzgbx7mgc7l1r0416cy7m0000gn/T/tmpmml9m6gk/requirements.in --python-version 3.13 --python-platform x86_64-manylinux_2_28 --format requirements.txt --generate-hashes --output-file bundles/4.4.3/install/all/py313/constraints.txt
 annotated-doc==0.0.4 \
     --hash=sha256:571ac1dc6991c450b25a9c2d84a3705e2ae7a53467b5d111c24fa8baabbed320 \
     --hash=sha256:fbcda96e87e9c92ad167c2e53839e57503ecfda18804ea28102353485033faa4
@@ -201,14 +201,6 @@ click==8.3.3 \
     --hash=sha256:398329ad4837b2ff7cbe1dd166a4c0f8900c3ca3a218de04466f38f6497f18a2 \
     --hash=sha256:a2bf429bb3033c89fa4936ffb35d5cb471e3719e1f3c8a7c3fff0b8314305613
     # via typer
-colorama==0.4.6 ; sys_platform == 'win32' \
-    --hash=sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44 \
-    --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
-    # via
-    #   click
-    #   ipython
-    #   pytest
-    #   tqdm
 decorator==5.2.1 \
     --hash=sha256:65f266143752f734b0a7cc83c46f4618af75b8c5911b00ccb61d0ac9b6da0360 \
     --hash=sha256:d316bb415a2d9e2d2b3abcc4084c6502fc09240e292cd76a76afc106a1c8e04a
@@ -287,7 +279,7 @@ h5py==3.16.0 \
     --hash=sha256:ff24039e2573297787c3063df64b60aab0591980ac898329a08b0320e0cf2527 \
     --hash=sha256:ffbab2fedd6581f6aa31cf1639ca2cb86e02779de525667892ebf4cc9fd26434
     # via policyengine-core
-hf-xet==1.5.0 ; platform_machine == 'AMD64' or platform_machine == 'aarch64' or platform_machine == 'amd64' or platform_machine == 'arm64' or platform_machine == 'x86_64' \
+hf-xet==1.5.0 \
     --hash=sha256:1e60df5a42e9bed8628b6416af2cba4cba57ae9f02de226a06b020d98e1aab18 \
     --hash=sha256:2806c7c17b4d23f8d88f7c4814f838c3b6150773fe339c20af23e1cfaf2797e4 \
     --hash=sha256:2baea1b0b989e5c152fe81425f7745ddc8901280ba3d97c98d8cdece7b706c60 \
@@ -326,9 +318,9 @@ huggingface-hub==1.14.0 \
     --hash=sha256:d6d2c9cd6be1d02ae9ec6672d5587d10a427f377db688e82528f426a041622c2 \
     --hash=sha256:efe075535c62e130b30e836b138e13785f6f043d1f0539e0a39aa411a99e90b8
     # via policyengine-core
-idna==3.13 \
-    --hash=sha256:585ea8fe5d69b9181ec1afba340451fba6ba764af97026f92a91d4eef164a242 \
-    --hash=sha256:892ea0cde124a99ce773decba204c5552b69c3c67ffd5f232eb7696135bc8bb3
+idna==3.14 \
+    --hash=sha256:466d810d7a2cc1022bea9b037c39728d51ae7dad40d480fc9b7d7ecf98ba8ee3 \
+    --hash=sha256:e677eaf072e290f7b725f9acf0b3a2bd55f9fd6f7c70abe5f0e34823d0accf69
     # via
     #   anyio
     #   httpx
@@ -854,55 +846,55 @@ packaging==26.2 \
     #   pytest
     #   tables
     #   wheel
-pandas==3.0.2 \
-    --hash=sha256:01f31a546acd5574ef77fe199bc90b55527c225c20ccda6601cf6b0fd5ed597c \
-    --hash=sha256:0555c5882688a39317179ab4a0ed41d3ebc8812ab14c69364bbee8fb7a3f6288 \
-    --hash=sha256:07a10f5c36512eead51bc578eb3354ad17578b22c013d89a796ab5eee90cd991 \
-    --hash=sha256:08504503f7101300107ecdc8df73658e4347586db5cfdadabc1592e9d7e7a0fd \
-    --hash=sha256:0f48afd9bb13300ffb5a3316973324c787054ba6665cda0da3fbd67f451995db \
-    --hash=sha256:140f0cffb1fa2524e874dde5b477d9defe10780d8e9e220d259b2c0874c89d9d \
-    --hash=sha256:232a70ebb568c0c4d2db4584f338c1577d81e3af63292208d615907b698a0f18 \
-    --hash=sha256:32cc41f310ebd4a296d93515fcac312216adfedb1894e879303987b8f1e2b97d \
-    --hash=sha256:339dda302bd8369dedeae979cb750e484d549b563c3f54f3922cb8ff4978c5eb \
-    --hash=sha256:4544c7a54920de8eeacaa1466a6b7268ecfbc9bc64ab4dbb89c6bbe94d5e0660 \
-    --hash=sha256:4d888a5c678a419a5bb41a2a93818e8ed9fd3172246555c0b37b7cc27027effd \
-    --hash=sha256:5371b72c2d4d415d08765f32d689217a43227484e81b2305b52076e328f6f482 \
-    --hash=sha256:57a07209bebcbcf768d2d13c9b78b852f9a15978dac41b9e6421a81ad4cdd276 \
-    --hash=sha256:5880314e69e763d4c8b27937090de570f1fb8d027059a7ada3f7f8e98bdcb677 \
-    --hash=sha256:5d3cfe227c725b1f3dff4278b43d8c784656a42a9325b63af6b1492a8232209e \
-    --hash=sha256:5fdbfa05931071aba28b408e59226186b01eb5e92bea2ab78b65863ca3228d84 \
-    --hash=sha256:60a80bb4feacbef5e1447a3f82c33209c8b7e07f28d805cfd1fb951e5cb443aa \
-    --hash=sha256:61c2fd96d72b983a9891b2598f286befd4ad262161a609c92dc1652544b46b76 \
-    --hash=sha256:63d141b56ef686f7f0d714cfb8de4e320475b86bf4b620aa0b7da89af8cbdbbb \
-    --hash=sha256:6c4d8458b97a35717b62469a4ea0e85abd5ed8687277f5ccfc67f8a5126f8c53 \
-    --hash=sha256:710246ba0616e86891b58ab95f2495143bb2bc83ab6b06747c74216f583a6ac9 \
-    --hash=sha256:734be7551687c00fbd760dc0522ed974f82ad230d4a10f54bf51b80d44a08702 \
-    --hash=sha256:7cadd7e9a44ec13b621aec60f9150e744cfc7a3dd32924a7e2f45edff31823b0 \
-    --hash=sha256:81526c4afd31971f8b62671442a4b2b51e0aa9acc3819c9f0f12a28b6fcf85f1 \
-    --hash=sha256:970762605cff1ca0d3f71ed4f3a769ea8f85fc8e6348f6e110b8fea7e6eb5a14 \
-    --hash=sha256:a3096110bf9eac0070b7208465f2740e2d8a670d5cb6530b5bb884eca495fd39 \
-    --hash=sha256:a4785e1d6547d8427c5208b748ae2efb64659a21bd82bf440d4262d02bfa02a4 \
-    --hash=sha256:a727a73cbdba2f7458dc82449e2315899d5140b449015d822f515749a46cbbe0 \
-    --hash=sha256:ae37e833ff4fed0ba352f6bdd8b73ba3ab3256a85e54edfd1ab51ae40cca0af8 \
-    --hash=sha256:aff4e6f4d722e0652707d7bcb190c445fe58428500c6d16005b02401764b1b3d \
-    --hash=sha256:b35d14bb5d8285d9494fe93815a9e9307c0876e10f1e8e89ac5b88f728ec8dcf \
-    --hash=sha256:b444dc64c079e84df91baa8bf613d58405645461cabca929d9178f2cd392398d \
-    --hash=sha256:b5329e26898896f06035241a626d7c335daa479b9bbc82be7c2742d048e41172 \
-    --hash=sha256:b5918ba197c951dec132b0c5929a00c0bf05d5942f590d3c10a807f6e15a57d3 \
-    --hash=sha256:b75c347eff42497452116ce05ef461822d97ce5b9ff8df6edacb8076092c855d \
-    --hash=sha256:c3b723df9087a9a9a840e263ebd9f88b64a12075d1bf2ea401a5a42f254f084d \
-    --hash=sha256:c934008c733b8bbea273ea308b73b3156f0181e5b72960790b09c18a2794fe1e \
-    --hash=sha256:d1478075142e83a5571782ad007fb201ed074bdeac7ebcc8890c71442e96adf7 \
-    --hash=sha256:d606a041c89c0a474a4702d532ab7e73a14fe35c8d427b972a625c8e46373668 \
-    --hash=sha256:db0dbfd2a6cdf3770aa60464d50333d8f3d9165b2f2671bcc299b72de5a6677b \
-    --hash=sha256:dbbd4aa20ca51e63b53bbde6a0fa4254b1aaabb74d2f542df7a7959feb1d760c \
-    --hash=sha256:dbc20dea3b9e27d0e66d74c42b2d0c1bed9c2ffe92adea33633e3bedeb5ac235 \
-    --hash=sha256:deeca1b5a931fdf0c2212c8a659ade6d3b1edc21f0914ce71ef24456ca7a6535 \
-    --hash=sha256:ed72cb3f45190874eb579c64fa92d9df74e98fd63e2be7f62bce5ace0ade61df \
-    --hash=sha256:ef8b27695c3d3dc78403c9a7d5e59a62d5464a7e1123b4e0042763f7104dc74f \
-    --hash=sha256:f12b1a9e332c01e09510586f8ca9b108fd631fd656af82e452d7315ef6df5f9f \
-    --hash=sha256:f4753e73e34c8d83221ba58f232433fca2748be8b18dbca02d242ed153945043 \
-    --hash=sha256:f8d68083e49e16b84734eb1a4dcae4259a75c90fb6e2251ab9a00b61120c06ab
+pandas==3.0.3 \
+    --hash=sha256:0383c72c75cdcca61a9e116e611143902dbfd08bff356829c2f6d1cf40a9ca8c \
+    --hash=sha256:05f1f1752b8533ea03f7f39a9c15b1a058d067bb48f4748948e7a8691e0510f2 \
+    --hash=sha256:08d789b41f87e0905880e293cedf6197ce71fe67cc081358b1e148a491b9bd13 \
+    --hash=sha256:0d589105b3c14645af1738ff279b2995102d8f7a03b0a66dc8d95550eb513e04 \
+    --hash=sha256:13fc1e853d9e04743d11ba75a985ccbc2a317fe07d8af61e445a6fd24dacd6a6 \
+    --hash=sha256:14da8316da4d0c5a77618425996bfb1248ca87fc2c1486e6fde4652bd18b5824 \
+    --hash=sha256:1928e07221f82db493cd4af1e23c1bfca524a19a4699887975bff68f49a72bfb \
+    --hash=sha256:261e308dfb22448384b7580cf719d2f998fe2966c92893c3e77d14008af1f066 \
+    --hash=sha256:275c14e0fce14a2ec20eee474aecd305478ea3c1e6f6a9d8fe219a165542717e \
+    --hash=sha256:335f62418ed562cfc3c49e9e196375c28b729dcef8543abf4f9438e381bf3c76 \
+    --hash=sha256:3650109c0f22879df8bd6179ab9ee3d7f1d1d4e7e0094a3f0032d9f51e2e64ac \
+    --hash=sha256:39436b377d56d2a2e52d0395bdbee171f01068e99af5250509aceeb929f765c7 \
+    --hash=sha256:3c20a521bbb85902f79f7270c80a59e1b5452d96d170c034f207181870f97ac5 \
+    --hash=sha256:3e91cec1879ada0624fc3dc9953c5cbd60208e59c0db28f540c5d6d47502422f \
+    --hash=sha256:455f6f8139d4282188f526868dbc3c828470e88a3d9d59a891bd46a455f21b98 \
+    --hash=sha256:46997386d528eb40376ecd6b033cf4a8a1e5282580f68f43de875b78cba2199d \
+    --hash=sha256:4db8c527972a821cf5286b40ccc57642a39bc62e62022b42f99f8a67fca8c3a1 \
+    --hash=sha256:4e15135e2ee5df1063313e2425ceef8ac0f4ae775893815b0923651b806a5639 \
+    --hash=sha256:51b1fe551acb77dac643c6fda86084d8d446c10fe64b06a9cc29c4cc8540e7f2 \
+    --hash=sha256:557409bc4178e70ee8d9ddb494798e51ebf6ea59330f6be22c51bab2a7db6c49 \
+    --hash=sha256:5cc09a68b3120e0f54870dede8287a7bb1fa463907e4fcec1ea77cab6179bf7a \
+    --hash=sha256:60ae316d3fd75d1858d450d0db0103ea2be3e7d4a95ec2f064f7e2ae63f7b028 \
+    --hash=sha256:6674ab18ad8c57802867264b00e15e7bb904700cdd9046e3b2fa1fce237439ea \
+    --hash=sha256:67b3b64c11910cfa29f4e94a14d3bff9ee693b6fc76055e7cad549cee0aec5fa \
+    --hash=sha256:696a4a00a2a2a35d4e5deb3fc946641b96c944f02230e4f76137fe35d806c4fc \
+    --hash=sha256:6dc0b3fd2169c9157deed50b4d519553a3655c8c6a96027136d654592be973a9 \
+    --hash=sha256:7e65d5407dc0b394f509699650e4a2ec01c0514f21850f453fa60f3be79a5dbf \
+    --hash=sha256:819959dab7bbd0049c15623fbac4e29a191b9528160a61fb1032242d8ced2d9c \
+    --hash=sha256:8a1e45c80cceb3b4a21bc5939d52e8cbd8d9b7305309219d59e9754d9ce09e27 \
+    --hash=sha256:9c39be2d709d01fa972a0cabc522389fceca4f3969332ba25a7d6c5802cf976a \
+    --hash=sha256:9d71c63ae4ebdbf70209742096f1fc46a83a0613c99d4b23766cced9ff8cd62a \
+    --hash=sha256:a2d2dff8a04f3917b55ab3910c32990f8ddf7eceba114947838cefa976a68977 \
+    --hash=sha256:a4eeb6830daf35a71cc09649bd823e2b542dac246cdee9614c6e4bd65028cd6a \
+    --hash=sha256:a55066a0505dae0ba2b50a46637db34b46f9094c65c5d4800794ef6335010938 \
+    --hash=sha256:a82d532a3351d435432cd913edbccaf8b8e01d4dd0e5ced5a8d2e8ecd94c7e44 \
+    --hash=sha256:b168fc218fd80a6cbdbdbc1a97ddc7889ed057d7eb45f50d866ceab5f39904c4 \
+    --hash=sha256:b2c95f8bfc1ee412bf482605d7bfd30c12d1d26bd59fdd91efeef1d4718decb1 \
+    --hash=sha256:ba7e08b9ac1d54569cd1e256e3668975ed624d6826f7b68df0342b012007bddb \
+    --hash=sha256:bab900348131a7db1f69a7309ef141fd5680f1487094193bcbbb61791573bf8f \
+    --hash=sha256:bd3a518890b400d32f9023722dc9a9a5c969f00b415419a3c06c043f09bb5d7d \
+    --hash=sha256:c7be265b62cef88e253a941e4698604973736dcfe242fdb5198f0f7bc473cdcc \
+    --hash=sha256:d26cbe1fcfc12e8fd900e2454163e466b2d3af84f7c75481df7683ffc073d870 \
+    --hash=sha256:d4be06d68f9ddcfc645b87534911da79a8fbffc7573c80e0edcf42a5020624d8 \
+    --hash=sha256:d72828c20c6d6e83e1e22a6a3b47b326b71664112fa9705dcbccfd7a39b62085 \
+    --hash=sha256:dd1a5d1def6a46002e964510bdc67c368aa0951df5d1d9f8365336f5a1f490cd \
+    --hash=sha256:e3a2ec42c98ffa2565a67e08e218d06d72576d758d90facb7c00805194d8f360 \
+    --hash=sha256:f8894dc474d648fe7b6ff0ca9b0bd73950d19952bc1a6534540762c5d79d305c \
+    --hash=sha256:fed2ff7fd9779120e388e285fc029bd5cf9490cdd2e4166a9ee22c0e49a9ab09
     # via
     #   microdf-python
     #   policyengine
@@ -913,7 +905,7 @@ parso==0.8.7 \
     --hash=sha256:a8926eb2a1b915486941fdbd31e86a4baf88fe8c210f25f2f35ecec5b574ca1c \
     --hash=sha256:eaaac4c9fdd5e9e8852dc778d2d7405897ec510f2a298071453e5e3a07914bb1
     # via jedi
-pexpect==4.9.0 ; sys_platform != 'emscripten' and sys_platform != 'win32' \
+pexpect==4.9.0 \
     --hash=sha256:7236d1e080e4936be2dc3e326cec0af72acf9212a7e1d060210e70a47e253523 \
     --hash=sha256:ee7d41123f3c9911050ea2c2dac107568dc43b2d3b0c7557a33212c398ead30f
     # via ipython
@@ -925,25 +917,25 @@ pluggy==1.6.0 \
     --hash=sha256:7dcc130b76258d33b90f61b658791dede3486c3e6bfb003ee5c9bfb396dd22f3 \
     --hash=sha256:e920276dd6813095e9377c0bc5566d94c932c33b27a3e3945d8389c374dd4746
     # via pytest
-policyengine==4.4.2 \
-    --hash=sha256:403303224e94665521f7d648a54918df8f28c56b97a83d29799d66cfd92bb7a2 \
-    --hash=sha256:8f3273f1908352b24b0958527899d2444ade515b7e5cf94c1fb7b798604099c2
-    # via -r /var/folders/qf/7fglpnr94wsc5xgbqkp80xbw0000gn/T/tmp4gv1ykt7/requirements.in
+policyengine==4.4.3 \
+    --hash=sha256:555f1461b11ba5d934d5e432e806fcf6d31d2e41a742cd010e9c3c46acd0652e \
+    --hash=sha256:a12e8ed43a4b0f205d853853ccc678b2b8857381b8111336e711e35d8e6b1336
+    # via -r /var/folders/9l/_wztzgbx7mgc7l1r0416cy7m0000gn/T/tmpmml9m6gk/requirements.in
 policyengine-core==3.26.1 \
     --hash=sha256:185374b3c1fe13dc951637c49a9853211ca61a8a9971eb9cc4c4b07b1477240a \
     --hash=sha256:dc4e3007bcd137cbe608042d067cedb889a9b8671db3d08c8e237f1ac3e324b4
     # via
-    #   -r /var/folders/qf/7fglpnr94wsc5xgbqkp80xbw0000gn/T/tmp4gv1ykt7/requirements.in
+    #   -r /var/folders/9l/_wztzgbx7mgc7l1r0416cy7m0000gn/T/tmpmml9m6gk/requirements.in
     #   policyengine-uk
     #   policyengine-us
 policyengine-uk==2.88.14 \
     --hash=sha256:21a4387ae52dcb5430b6d790edcc321816ed47147a3a0e21ffd482a36834d352 \
     --hash=sha256:ed10005ba7d0c973c0966ebbf7672853fb3caaa0456b8bf485fb13f8c323d975
-    # via -r /var/folders/qf/7fglpnr94wsc5xgbqkp80xbw0000gn/T/tmp4gv1ykt7/requirements.in
-policyengine-us==1.687.0 \
-    --hash=sha256:cac7da3aa9ba4bf57009eee75d798217bbef7e1c5ca17646d472fad715ab634f \
-    --hash=sha256:eb73607fcc54d72429af3830456f83b9ec9dd84161b6cfa86402637dfeb19fa7
-    # via -r /var/folders/qf/7fglpnr94wsc5xgbqkp80xbw0000gn/T/tmp4gv1ykt7/requirements.in
+    # via -r /var/folders/9l/_wztzgbx7mgc7l1r0416cy7m0000gn/T/tmpmml9m6gk/requirements.in
+policyengine-us==1.690.7 \
+    --hash=sha256:3dbb1f54824902fcd6ae64d5879f36ce6b2372a42321c838c20c430fd1507a2e \
+    --hash=sha256:5a7a541efabac98fa069d6845902cf5924c81db67383234b55dcd2b8bfcfc3ca
+    # via -r /var/folders/9l/_wztzgbx7mgc7l1r0416cy7m0000gn/T/tmpmml9m6gk/requirements.in
 prompt-toolkit==3.0.52 \
     --hash=sha256:28cde192929c8e7321de85de1ddbe736f1375148b02f2e17edd840042b1be855 \
     --hash=sha256:9aac639a3bbd33284347de5ad8d68ecc044b91a762dc39b7c21095fcd6a19955
@@ -969,7 +961,7 @@ psutil==6.1.1 \
     # via
     #   policyengine
     #   policyengine-core
-ptyprocess==0.7.0 ; sys_platform != 'emscripten' and sys_platform != 'win32' \
+ptyprocess==0.7.0 \
     --hash=sha256:4b41f3967fce3af57cc7e94b888626c18bf37a083e3651ca8feeb66d492fef35 \
     --hash=sha256:5c5d0a3b48ceee0b48485e0c26037c0acd7d29765ca3fbb5cb3831d347423220
     # via pexpect
@@ -1209,9 +1201,9 @@ referencing==0.37.0 \
     # via
     #   jsonschema
     #   jsonschema-specifications
-requests==2.33.1 \
-    --hash=sha256:18817f8c57c6263968bc123d237e3b8b08ac046f5456bd1e307ee8f4250d3517 \
-    --hash=sha256:4e6d1ef462f3626a1f0a0a9c42dd93c63bad33f9f1c1937509b8c5c8718ab56a
+requests==2.34.0 \
+    --hash=sha256:7d62fe92f50eb82c529b0916bb445afa1531a566fc8f35ffdc64446e771b856a \
+    --hash=sha256:917520a21b767485ce7c588f4ebb917c436b24a31231b44228715eaeb5a52c60
     # via
     #   blosc2
     #   census
@@ -1384,7 +1376,7 @@ tenacity==9.1.4 \
     --hash=sha256:6095a360c919085f28c6527de529e76a06ad89b23659fa881ae0649b867a9d55 \
     --hash=sha256:adb31d4c263f2bd041081ab33b498309a57c77f9acf2db65aadf0898179cf93a
     # via plotly
-threadpoolctl==3.6.0 ; platform_machine != 'wasm32' \
+threadpoolctl==3.6.0 \
     --hash=sha256:43a0b8fd5a2928500110039e43a5eed8480b918967083ea48dc3ab9f13c4a7fb \
     --hash=sha256:8ab8b4aa3491d812b623328249fab5302a68d2d71745c8a4c719a2fcaba9f44e
     # via blosc2
@@ -1416,10 +1408,6 @@ typing-inspection==0.4.2 \
     --hash=sha256:4ed1cacbdc298c220f1bd249ed5287caa16f34d44ef4e9c3d0cbad5b521545e7 \
     --hash=sha256:ba561c48a67c5958007083d386c3295464928b01faa735ab8547c5692e87f464
     # via pydantic
-tzdata==2026.2 ; sys_platform == 'emscripten' or sys_platform == 'win32' \
-    --hash=sha256:9173fde7d80d9018e02a662e168e5a2d04f87c41ea174b139fbef642eda62d10 \
-    --hash=sha256:bbe9af844f658da81a5f95019480da3a89415801f6cc966806612cc7169bffe7
-    # via pandas
 urllib3==2.7.0 \
     --hash=sha256:231e0ec3b63ceb14667c67be60f2f2c40a518cb38b03af60abc813da26505f4c \
     --hash=sha256:9fb4c81ebbb1ce9531cce37674bbc6f1360472bc18ca9a553ede278ef7276897
diff --git a/src/policyengine/data/install/all/py313/pylock.toml b/src/policyengine/data/install/all/py313/pylock.toml
index 2193c300..e4562581 100644
--- a/src/policyengine/data/install/all/py313/pylock.toml
+++ b/src/policyengine/data/install/all/py313/pylock.toml
@@ -1,5 +1,5 @@
 # This file was autogenerated by uv via the following command:
-#    uv pip compile /var/folders/qf/7fglpnr94wsc5xgbqkp80xbw0000gn/T/tmp4gv1ykt7/requirements.in --python-version 3.13 --resolution highest --exclude-newer 2026-05-09T10:39:06Z --universal --format pylock.toml --output-file bundles/4.4.2/install/all/py313/pylock.toml
+#    uv pip compile /var/folders/9l/_wztzgbx7mgc7l1r0416cy7m0000gn/T/tmpmml9m6gk/requirements.in --python-version 3.13 --python-platform x86_64-manylinux_2_28 --format pylock.toml --output-file bundles/4.4.3/install/all/py313/pylock.toml
 lock-version = "1.0"
 created-by = "uv"
 requires-python = ">=3.13"
@@ -38,38 +38,7 @@ wheels = [{ url = "https://files.pythonhosted.org/packages/64/b4/17d4b0b2a2dc85a
 name = "blosc2"
 version = "4.2.0"
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diff --git a/src/policyengine/data/install/all/py314/constraints.txt b/src/policyengine/data/install/all/py314/constraints.txt
deleted file mode 100644
index ec80e790..00000000
--- a/src/policyengine/data/install/all/py314/constraints.txt
+++ /dev/null
@@ -1,1438 +0,0 @@
-# This file was autogenerated by uv via the following command:
-#    uv pip compile /var/folders/qf/7fglpnr94wsc5xgbqkp80xbw0000gn/T/tmpds1l6n77/requirements.in --python-version 3.14 --resolution highest --exclude-newer 2026-05-09T10:39:06Z --universal --format requirements.txt --generate-hashes --output-file bundles/4.4.2/install/all/py314/constraints.txt
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-    --hash=sha256:fbcda96e87e9c92ad167c2e53839e57503ecfda18804ea28102353485033faa4
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-    --hash=sha256:aff07c09a53a08bc8cfccb9c85b05f1aa9a2a6f23728d790723543408344ce89
-    # via pydantic
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-    --hash=sha256:334b70e641fd2221c1505b3890c69882fe4a2df910cba14d97019b90b24439dc
-    # via httpx
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-    --hash=sha256:71a4ee5de0bde6a31d64f6b13f2293ac190344478f081c3d1bccfcf5eacb0cb7
-    # via stack-data
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-    --hash=sha256:d03ceb89cb322a8fd706d4fb91940737b6642aa36998fe130a9bc96c985eff32
-    # via
-    #   jsonschema
-    #   referencing
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-    --hash=sha256:bb67066f1a64d7929f271836994e5fb0383ae8b8f03d673650a94dafd7eaa349 \
-    --hash=sha256:bb82cc1d528bac82c0b5c2009377f5be6528405d2737fd151ffce4dc6fe0a96b \
-    --hash=sha256:bbefc417322a59443d844b4d03e66b228694ec6bfd1de8bbd832c4aa0eaebe64 \
-    --hash=sha256:d28efb0b13c1f22db4a799d22ab02b0024fd4ecd1cc47dbe756d88e08079867a \
-    --hash=sha256:e997adbf086a4b98f732504952193afa817c41a7c70d26bce71fdd397542c664 \
-    --hash=sha256:f48ea67ccd751999e9bb3c4e10853d422167b9619af701b1fdb08cc27584db96 \
-    --hash=sha256:fa448c419a8227321cab735aece33fca1afac1447cd140a3db81a6b2bed560fa
-    # via tables
-census==0.8.26 \
-    --hash=sha256:c341bbce4bcdd75c0ddecf75f28ab7eda26a47d7fecc95c4690a2d8ee5b6a727 \
-    --hash=sha256:c7f9944e38952b4ecc137d14d083018a1c2734f64d2fbc4a8946f35fd51888c2
-    # via spm-calculator
-certifi==2026.4.22 \
-    --hash=sha256:3cb2210c8f88ba2318d29b0388d1023c8492ff72ecdde4ebdaddbb13a31b1c4a \
-    --hash=sha256:8d455352a37b71bf76a79caa83a3d6c25afee4a385d632127b6afb3963f1c580
-    # via
-    #   httpcore
-    #   httpx
-    #   requests
-charset-normalizer==3.4.7 \
-    --hash=sha256:007d05ec7321d12a40227aae9e2bc6dca73f3cb21058999a1df9e193555a9dcc \
-    --hash=sha256:03853ed82eeebbce3c2abfdbc98c96dc205f32a79627688ac9a27370ea61a49c \
-    --hash=sha256:07d9e39b01743c3717745f4c530a6349eadbfa043c7577eef86c502c15df2c67 \
-    --hash=sha256:08e721811161356f97b4059a9ba7bafb23ea5ee2255402c42881c214e173c6b4 \
-    --hash=sha256:0c96c3b819b5c3e9e165495db84d41914d6894d55181d2d108cc1a69bfc9cce0 \
-    --hash=sha256:0ea948db76d31190bf08bd371623927ee1339d5f2a0b4b1b4a4439a65298703c \
-    --hash=sha256:0f7eb884681e3938906ed0434f20c63046eacd0111c4ba96f27b76084cd679f5 \
-    --hash=sha256:12a6fff75f6bc66711b73a2f0addfc4c8c15a20e805146a02d147a318962c444 \
-    --hash=sha256:12d8baf840cc7889b37c7c770f478adea7adce3dcb3944d02ec87508e2dcf153 \
-    --hash=sha256:14265bfe1f09498b9d8ec91e9ec9fa52775edf90fcbde092b25f4a33d444fea9 \
-    --hash=sha256:16d971e29578a5e97d7117866d15889a4a07befe0e87e703ed63cd90cb348c01 \
-    --hash=sha256:177a0ba5f0211d488e295aaf82707237e331c24788d8d76c96c5a41594723217 \
-    --hash=sha256:1a87ca9d5df6fe460483d9a5bbf2b18f620cbed41b432e2bddb686228282d10b \
-    --hash=sha256:1c2a768fdd44ee4a9339a9b0b130049139b8ce3c01d2ce09f67f5a68048d477c \
-    --hash=sha256:1c2aed2e5e41f24ea8ef1590b8e848a79b56f3a5564a65ceec43c9d692dc7d8a \
-    --hash=sha256:1dc8b0ea451d6e69735094606991f32867807881400f808a106ee1d963c46a83 \
-    --hash=sha256:1efde3cae86c8c273f1eb3b287be7d8499420cf2fe7585c41d370d3e790054a5 \
-    --hash=sha256:202389074300232baeb53ae2569a60901f7efadd4245cf3a3bf0617d60b439d7 \
-    --hash=sha256:203104ed3e428044fd943bc4bf45fa73c0730391f9621e37fe39ecf477b128cb \
-    --hash=sha256:2257141f39fe65a3fdf38aeccae4b953e5f3b3324f4ff0daf9f15b8518666a2c \
-    --hash=sha256:298930cec56029e05497a76988377cbd7457ba864beeea92ad7e844fe74cd1f1 \
-    --hash=sha256:2cd4a60d0e2fb04537162c62bbbb4182f53541fe0ede35cdf270a1c1e723cc42 \
-    --hash=sha256:2d6eb928e13016cea4f1f21d1e10c1cebd5a421bc57ddf5b1142ae3f86824fab \
-    --hash=sha256:2fe249cb4651fd12605b7288b24751d8bfd46d35f12a20b1ba33dea122e690df \
-    --hash=sha256:30b8d1d8c52a48c2c5690e152c169b673487a2a58de1ec7393196753063fcd5e \
-    --hash=sha256:320ade88cfb846b8cd6b4ddf5ee9e80ee0c1f52401f2456b84ae1ae6a1a5f207 \
-    --hash=sha256:3534e7dcbdcf757da6b85a0bbf5b6868786d5982dd959b065e65481644817a18 \
-    --hash=sha256:36836d6ff945a00b88ba1e4572d721e60b5b8c98c155d465f56ad19d68f23734 \
-    --hash=sha256:38c0109396c4cfc574d502df99742a45c72c08eff0a36158b6f04000043dbf38 \
-    --hash=sha256:3946fa46a0cf3e4c8cb1cc52f56bb536310d34f25f01ca9b6c16afa767dab110 \
-    --hash=sha256:3bec022aec2c514d9cf199522a802bd007cd588ab17ab2525f20f9c34d067c18 \
-    --hash=sha256:3c9a494bc5ec77d43cea229c4f6db1e4d8fe7e1bbffa8b6f0f0032430ff8ab44 \
-    --hash=sha256:3dce51d0f5e7951f8bb4900c257dad282f49190fdbebecd4ba99bcc41fef404d \
-    --hash=sha256:3dedcc22d73ec993f42055eff4fcfed9318d1eeb9a6606c55892a26964964e48 \
-    --hash=sha256:4042d5c8f957e15221d423ba781e85d553722fc4113f523f2feb7b188cc34c5e \
-    --hash=sha256:481551899c856c704d58119b5025793fa6730adda3571971af568f66d2424bb5 \
-    --hash=sha256:4dc1e73c36828f982bfe79fadf5919923f8a6f4df2860804db9a98c48824ce8d \
-    --hash=sha256:4e5163c14bffd570ef2affbfdd77bba66383890797df43dc8b4cc7d6f500bf53 \
-    --hash=sha256:511ef87c8aec0783e08ac18565a16d435372bc1ac25a91e6ac7f5ef2b0bff790 \
-    --hash=sha256:532bc9bf33a68613fd7d65e4b1c71a6a38d7d42604ecf239c77392e9b4e8998c \
-    --hash=sha256:54523e136b8948060c0fa0bc7b1b50c32c186f2fceee897a495406bb6e311d2b \
-    --hash=sha256:5649fd1c7bade02f320a462fdefd0b4bd3ce036065836d4f42e0de958038e116 \
-    --hash=sha256:56be790f86bfb2c98fb742ce566dfb4816e5a83384616ab59c49e0604d49c51d \
-    --hash=sha256:5b77459df20e08151cd6f8b9ef8ef1f961ef73d85c21a555c7eed5b79410ec10 \
-    --hash=sha256:5ed6ab538499c8644b8a3e18debabcd7ce684f3fa91cf867521a7a0279cab2d6 \
-    --hash=sha256:6178f72c5508bfc5fd446a5905e698c6212932f25bcdd4b47a757a50605a90e2 \
-    --hash=sha256:6370e8686f662e6a3941ee48ed4742317cafbe5707e36406e9df792cdb535776 \
-    --hash=sha256:64f02c6841d7d83f832cd97ccf8eb8a906d06eb95d5276069175c696b024b60a \
-    --hash=sha256:65bcd23054beab4d166035cabbc868a09c1a49d1efe458fe8e4361215df40265 \
-    --hash=sha256:66671f93accb62ed07da56613636f3641f1a12c13046ce91ffc923721f23c008 \
-    --hash=sha256:6696b7688f54f5af4462118f0bfa7c1621eeb87154f77fa04b9295ce7a8f2943 \
-    --hash=sha256:6785f414ae0f3c733c437e0f3929197934f526d19dfaa75e18fdb4f94c6fb374 \
-    --hash=sha256:67f6279d125ca0046a7fd386d01b311c6363844deac3e5b069b514ba3e63c246 \
-    --hash=sha256:6c114670c45346afedc0d947faf3c7f701051d2518b943679c8ff88befe14f8e \
-    --hash=sha256:6e0d51f618228538a3e8f46bd246f87a6cd030565e015803691603f55e12afb5 \
-    --hash=sha256:6ed74185b2db44f41ef35fd1617c5888e59792da9bbc9190d6c7300617182616 \
-    --hash=sha256:708838739abf24b2ceb208d0e22403dd018faeef86ddac04319a62ae884c4f15 \
-    --hash=sha256:715479b9a2802ecac752a3b0efa2b0b60285cf962ee38414211abdfccc233b41 \
-    --hash=sha256:733784b6d6def852c814bce5f318d25da2ee65dd4839a0718641c696e09a2960 \
-    --hash=sha256:750e02e074872a3fad7f233b47734166440af3cdea0add3e95163110816d6752 \
-    --hash=sha256:752a45dc4a6934060b3b0dab47e04edc3326575f82be64bc4fc293914566503e \
-    --hash=sha256:7579e913a5339fb8fa133f6bbcfd8e6749696206cf05acdbdca71a1b436d8e72 \
-    --hash=sha256:7641bb8895e77f921102f72833904dcd9901df5d6d72a2ab8f31d04b7e51e4e7 \
-    --hash=sha256:7804338df6fcc08105c7745f1502ba68d900f45fd770d5bdd5288ddccb8a42d8 \
-    --hash=sha256:80d04837f55fc81da168b98de4f4b797ef007fc8a79ab71c6ec9bc4dd662b15b \
-    --hash=sha256:813c0e0132266c08eb87469a642cb30aaff57c5f426255419572aaeceeaa7bf4 \
-    --hash=sha256:82b271f5137d07749f7bf32f70b17ab6eaabedd297e75dce75081a24f76eb545 \
-    --hash=sha256:84c018e49c3bf790f9c2771c45e9313a08c2c2a6342b162cd650258b57817706 \
-    --hash=sha256:8751d2787c9131302398b11e6c8068053dcb55d5a8964e114b6e196cf16cb366 \
-    --hash=sha256:8778f0c7a52e56f75d12dae53ae320fae900a8b9b4164b981b9c5ce059cd1fcb \
-    --hash=sha256:87fad7d9ba98c86bcb41b2dc8dbb326619be2562af1f8ff50776a39e55721c5a \
-    --hash=sha256:8d828b6667a32a728a1ad1d93957cdf37489c57b97ae6c4de2860fa749b8fc1e \
-    --hash=sha256:8e385e4267ab76874ae30db04c627faaaf0b509e1ccc11a95b3fc3e83f855c00 \
-    --hash=sha256:92a0a01ead5e668468e952e4238cccd7c537364eb7d851ab144ab6627dbbe12f \
-    --hash=sha256:94e1885b270625a9a828c9793b4d52a64445299baa1fea5a173bf1d3dd9a1a5a \
-    --hash=sha256:a180c5e59792af262bf263b21a3c49353f25945d8d9f70628e73de370d55e1e1 \
-    --hash=sha256:a277ab8928b9f299723bc1a2dabb1265911b1a76341f90a510368ca44ad9ab66 \
-    --hash=sha256:a5fe03b42827c13cdccd08e6c0247b6a6d4b5e3cdc53fd1749f5896adcdc2356 \
-    --hash=sha256:a6c5863edfbe888d9eff9c8b8087354e27618d9da76425c119293f11712a6319 \
-    --hash=sha256:a89c23ef8d2c6b27fd200a42aa4ac72786e7c60d40efdc76e6011260b6e949c4 \
-    --hash=sha256:adb2597b428735679446b46c8badf467b4ca5f5056aae4d51a19f9570301b1ad \
-    --hash=sha256:ae196f021b5e7c78e918242d217db021ed2a6ace2bc6ae94c0fc596221c7f58d \
-    --hash=sha256:ae89db9e5f98a11a4bf50407d4363e7b09b31e55bc117b4f7d80aab97ba009e5 \
-    --hash=sha256:aed52fea0513bac0ccde438c188c8a471c4e0f457c2dd20cdbf6ea7a450046c7 \
-    --hash=sha256:aef65cd602a6d0e0ff6f9930fcb1c8fec60dd2cfcb6facaf4bdb0e5873042db0 \
-    --hash=sha256:af21eb4409a119e365397b2adbaca4c9ccab56543a65d5dbd9f920d6ac29f686 \
-    --hash=sha256:b14b2d9dac08e28bb8046a1a0434b1750eb221c8f5b87a68f4fa11a6f97b5e34 \
-    --hash=sha256:bb6d88045545b26da47aa879dd4a89a71d1dce0f0e549b1abcb31dfe4a8eac49 \
-    --hash=sha256:bb8cc7534f51d9a017b93e3e85b260924f909601c3df002bcdb58ddb4dc41a5c \
-    --hash=sha256:bc17a677b21b3502a21f66a8cc64f5bfad4df8a0b8434d661666f8ce90ac3af1 \
-    --hash=sha256:bd6c2a1c7573c64738d716488d2cdd3c00e340e4835707d8fdb8dc1a66ef164e \
-    --hash=sha256:bd9b23791fe793e4968dba0c447e12f78e425c59fc0e3b97f6450f4781f3ee60 \
-    --hash=sha256:c03a41a8784091e67a39648f70c5f97b5b6a37f216896d44d2cdcb82615339a0 \
-    --hash=sha256:c0f081d69a6e58272819b70288d3221a6ee64b98df852631c80f293514d3b274 \
-    --hash=sha256:c35abb8bfff0185efac5878da64c45dafd2b37fb0383add1be155a763c1f083d \
-    --hash=sha256:c36c333c39be2dbca264d7803333c896ab8fa7d4d6f0ab7edb7dfd7aea6e98c0 \
-    --hash=sha256:c45e9440fb78f8ddabcf714b68f936737a121355bf59f3907f4e17721b9d1aae \
-    --hash=sha256:c593052c465475e64bbfe5dbd81680f64a67fdc752c56d7a0ae205dc8aeefe0f \
-    --hash=sha256:cdd68a1fb318e290a2077696b7eb7a21a49163c455979c639bf5a5dcdc46617d \
-    --hash=sha256:ce3412fbe1e31eb81ea42f4169ed94861c56e643189e1e75f0041f3fe7020abe \
-    --hash=sha256:cf1493cd8607bec4d8a7b9b004e699fcf8f9103a9284cc94962cb73d20f9d4a3 \
-    --hash=sha256:cf29836da5119f3c8a8a70667b0ef5fdca3bb12f80fd06487cfa575b3909b393 \
-    --hash=sha256:d4a48e5b3c2a489fae013b7589308a40146ee081f6f509e047e0e096084ceca1 \
-    --hash=sha256:d560742f3c0d62afaccf9f41fe485ed69bd7661a241f86a3ef0f0fb8b1a397af \
-    --hash=sha256:d6038d37043bced98a66e68d3aa2b6a35505dc01328cd65217cefe82f25def44 \
-    --hash=sha256:d61f00a0869d77422d9b2aba989e2d24afa6ffd552af442e0e58de4f35ea6d00 \
-    --hash=sha256:d635aab80466bc95771bb78d5370e74d36d1fe31467b6b29b8b57b2a3cd7d22c \
-    --hash=sha256:dca4bbc466a95ba9c0234ef56d7dd9509f63da22274589ebd4ed7f1f4d4c54e3 \
-    --hash=sha256:dd915403e231e6b1809fe9b6d9fc55cf8fb5e02765ac625d9cd623342a7905d7 \
-    --hash=sha256:e044c39e41b92c845bc815e5ae4230804e8e7bc29e399b0437d64222d92809dd \
-    --hash=sha256:e060d01aec0a910bdccb8be71faf34e7799ce36950f8294c8bf612cba65a2c9e \
-    --hash=sha256:e1421b502d83040e6d7fb2fb18dff63957f720da3d77b2fbd3187ceb63755d7b \
-    --hash=sha256:e17b8d5d6a8c47c85e68ca8379def1303fd360c3e22093a807cd34a71cd082b8 \
-    --hash=sha256:e5f4d355f0a2b1a31bc3edec6795b46324349c9cb25eed068049e4f472fb4259 \
-    --hash=sha256:e712b419df8ba5e42b226c510472b37bd57b38e897d3eca5e8cfd410a29fa859 \
-    --hash=sha256:e74327fb75de8986940def6e8dee4f127cc9752bee7355bb323cc5b2659b6d46 \
-    --hash=sha256:e80c8378d8f3d83cd3164da1ad2df9e37a666cdde7b1cb2298ed0b558064be30 \
-    --hash=sha256:e8ac484bf18ce6975760921bb6148041faa8fef0547200386ea0b52b5d27bf7b \
-    --hash=sha256:eca9705049ad3c7345d574e3510665cb2cf844c2f2dcfe675332677f081cbd46 \
-    --hash=sha256:ed065083d0898c9d5b4bbec7b026fd755ff7454e6e8b73a67f8c744b13986e24 \
-    --hash=sha256:edac0f1ab77644605be2cbba52e6b7f630731fc42b34cb0f634be1a6eface56a \
-    --hash=sha256:effc3f449787117233702311a1b7d8f59cba9ced946ba727bdc329ec69028e24 \
-    --hash=sha256:f22dec1690b584cea26fade98b2435c132c1b5f68e39f5a0b7627cd7ae31f1dc \
-    --hash=sha256:f495a1652cf3fbab2eb0639776dad966c2fb874d79d87ca07f9d5f059b8bd215 \
-    --hash=sha256:f496c9c3cc02230093d8330875c4c3cdfc3b73612a5fd921c65d39cbcef08063 \
-    --hash=sha256:f59099f9b66f0d7145115e6f80dd8b1d847176df89b234a5a6b3f00437aa0832 \
-    --hash=sha256:f59ad4c0e8f6bba240a9bb85504faa1ab438237199d4cce5f622761507b8f6a6 \
-    --hash=sha256:fbccdc05410c9ee21bbf16a35f4c1d16123dcdeb8a1d38f33654fa21d0234f79 \
-    --hash=sha256:fea24543955a6a729c45a73fe90e08c743f0b3334bbf3201e6c4bc1b0c7fa464
-    # via requests
-click==8.3.3 \
-    --hash=sha256:398329ad4837b2ff7cbe1dd166a4c0f8900c3ca3a218de04466f38f6497f18a2 \
-    --hash=sha256:a2bf429bb3033c89fa4936ffb35d5cb471e3719e1f3c8a7c3fff0b8314305613
-    # via typer
-colorama==0.4.6 ; sys_platform == 'win32' \
-    --hash=sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44 \
-    --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
-    # via
-    #   click
-    #   ipython
-    #   pytest
-    #   tqdm
-decorator==5.2.1 \
-    --hash=sha256:65f266143752f734b0a7cc83c46f4618af75b8c5911b00ccb61d0ac9b6da0360 \
-    --hash=sha256:d316bb415a2d9e2d2b3abcc4084c6502fc09240e292cd76a76afc106a1c8e04a
-    # via ipython
-dpath==2.2.0 \
-    --hash=sha256:34f7e630dc55ea3f219e555726f5da4b4b25f2200319c8e6902c394258dd6a3e \
-    --hash=sha256:b330a375ded0a0d2ed404440f6c6a715deae5313af40bbb01c8a41d891900576
-    # via policyengine-core
-et-xmlfile==2.0.0 \
-    --hash=sha256:7a91720bc756843502c3b7504c77b8fe44217c85c537d85037f0f536151b2caa \
-    --hash=sha256:dab3f4764309081ce75662649be815c4c9081e88f0837825f90fd28317d4da54
-    # via openpyxl
-executing==2.2.1 \
-    --hash=sha256:3632cc370565f6648cc328b32435bd120a1e4ebb20c77e3fdde9a13cd1e533c4 \
-    --hash=sha256:760643d3452b4d777d295bb167ccc74c64a81df23fb5e08eff250c425a4b2017
-    # via stack-data
-filelock==3.29.0 \
-    --hash=sha256:69974355e960702e789734cb4871f884ea6fe50bd8404051a3530bc07809cf90 \
-    --hash=sha256:96f5f6344709aa1572bbf631c640e4ebeeb519e08da902c39a001882f30ac258
-    # via huggingface-hub
-fsspec==2026.4.0 \
-    --hash=sha256:11ef7bb35dab8a394fde6e608221d5cf3e8499401c249bebaeaad760a1a8dec2 \
-    --hash=sha256:301d8ac70ae90ef3ad05dcf94d6c3754a097f9b5fe4667d2787aa359ec7df7e4
-    # via huggingface-hub
-h11==0.16.0 \
-    --hash=sha256:4e35b956cf45792e4caa5885e69fba00bdbc6ffafbfa020300e549b208ee5ff1 \
-    --hash=sha256:63cf8bbe7522de3bf65932fda1d9c2772064ffb3dae62d55932da54b31cb6c86
-    # via httpcore
-h5py==3.16.0 \
-    --hash=sha256:099f2525c9dcf28de366970a5fb34879aab20491589fa89ce2863a84218bb524 \
-    --hash=sha256:0f456f556e4e2cebeebd9d66adf8dc321770a42593494a0b6f0af54a7567b242 \
-    --hash=sha256:15922e485844f77c0b9d275396d435db3baa58292a9c2176a386e072e0cf2491 \
-    --hash=sha256:1677ad48b703f44efc9ea0c3ab284527f81bc4f318386aaaebc5fede6bbae56f \
-    --hash=sha256:171038f23bccddfc23f344cadabdfc9917ff554db6a0d417180d2747fe4c75a7 \
-    --hash=sha256:17d1f1630f92ad74494a9a7392ab25982ce2b469fc62da6074c0ce48366a2999 \
-    --hash=sha256:1897a771a7f40d05c262fc8f37376ec37873218544b70216872876c627640f63 \
-    --hash=sha256:18f2bbcd545e6991412253b98727374c356d67caa920e68dc79eab36bf5fedad \
-    --hash=sha256:2b2c02b0a160faed5fb33f1ba8a264a37ee240b22e049ecc827345d0d9043074 \
-    --hash=sha256:314b6054fe0b1051c2b0cb2df5cbdab15622fb05e80f202e3b6a5eee0d6fe365 \
-    --hash=sha256:346df559a0f7dcb31cf8e44805319e2ab24b8957c45e7708ce503b2ec79ba725 \
-    --hash=sha256:370a845f432c2c9619db8eed334d1e610c6015796122b0e57aa46312c22617d9 \
-    --hash=sha256:39c2838fb1e8d97bcf1755e60ad1f3dd76a7b2a475928dc321672752678b96db \
-    --hash=sha256:3e6cb3387c756de6a9492d601553dffea3fe11b5f22b443aac708c69f3f55e16 \
-    --hash=sha256:3fae9197390c325e62e0a1aa977f2f62d994aa87aab182abbea85479b791197c \
-    --hash=sha256:42108e93326c50c2810025aade9eac9d6827524cdccc7d4b75a546e5ab308edb \
-    --hash=sha256:42b012933a83e1a558c673176676a10ce2fd3759976a0fedee1e672d1e04fc9d \
-    --hash=sha256:43259303989ac8adacc9986695b31e35dba6fd1e297ff9c6a04b7da5542139cc \
-    --hash=sha256:4c6ab014ab704b4feaa719ae783b86522ed0bf1f82184704ed3c9e4e3228796e \
-    --hash=sha256:656f00e4d903199a1d58df06b711cf3ca632b874b4207b7dbec86185b5c8c7d4 \
-    --hash=sha256:698dd69291272642ffda44a0ecd6cd3bda5faf9621452d255f57ce91487b9794 \
-    --hash=sha256:719439d14b83f74eeb080e9650a6c7aa6d0d9ea0ca7f804347b05fac6fbf18af \
-    --hash=sha256:7c4dd4cf5f0a4e36083f73172f6cfc25a5710789269547f132a20975bfe2434c \
-    --hash=sha256:7e420b539fb6023a259a1b14d4c9f6df8cf50d7268f48e161169987a57b737ff \
-    --hash=sha256:8389e13a1fd745ad2856873e8187fd10268b2d9677877bb667b41aebd771d8b7 \
-    --hash=sha256:85b9c49dd58dc44cf70af944784e2c2038b6f799665d0dcbbc812a26e0faa859 \
-    --hash=sha256:86385ea895508220b8a7e45efa428aeafaa586bd737c7af9ee04661d8d84a10d \
-    --hash=sha256:8975273c2c5921c25700193b408e28d6bdd0111c37468b2d4e25dcec4cd1d84d \
-    --hash=sha256:8c1eff849cdd53cbc73c214c30ebdb6f1bb8b64790b4b4fc36acdb5e43570210 \
-    --hash=sha256:9300ad32dea9dfc5171f94d5f6948e159ed93e4701280b0f508773b3f582f402 \
-    --hash=sha256:96b422019a1c8975c2d5dadcf61d4ba6f01c31f92bbde6e4649607885fe502d6 \
-    --hash=sha256:9c9d307c0ef862d1cd5714f72ecfafe0a5d7529c44845afa8de9f46e5ba8bd65 \
-    --hash=sha256:a0dbaad796840ccaa67a4c144a0d0c8080073c34c76d5a6941d6818678ef2738 \
-    --hash=sha256:a6fbc5367d4046801f9b7db9191b31895f22f1c6df1f9987d667854cac493538 \
-    --hash=sha256:bdef06507725b455fccba9c16529121a5e1fbf56aa375f7d9713d9e8ff42454d \
-    --hash=sha256:c3f0a0e136f2e95dd0b67146abb6668af4f1a69c81ef8651a2d316e8e01de447 \
-    --hash=sha256:c5313566f4643121a78503a473f0fb1e6dcc541d5115c44f05e037609c565c4d \
-    --hash=sha256:df02dd29bd247f98674634dfe41f89fd7c16ba3d7de8695ec958f58404a4e618 \
-    --hash=sha256:dfc21898ff025f1e8e67e194965a95a8d4754f452f83454538f98f8a3fcb207e \
-    --hash=sha256:e06f864bedb2c8e7c1358e6c73af48519e317457c444d6f3d332bb4e8fa6d7d9 \
-    --hash=sha256:e2c04d129f180019e216ee5f9c40b78a418634091c8782e1f723a6ca3658b965 \
-    --hash=sha256:e4360f15875a532bc7b98196c7592ed4fc92672a57c0a621355961cafb17a6dd \
-    --hash=sha256:ec86d4fffd87a0f4cb3d5796ceb5a50123a2a6d99b43e616e5504e66a953eca3 \
-    --hash=sha256:fa48993a0b799737ba7fd21e2350fa0a60701e58180fae9f2de834bc39a147ab \
-    --hash=sha256:faca8fb4e4319c09d83337adc80b2ca7d5c5a343c2d6f1b6388f32cfecca13c1 \
-    --hash=sha256:fb1720028d99040792bb2fb31facb8da44a6f29df7697e0b84f0d79aff2e9bd3 \
-    --hash=sha256:ff24039e2573297787c3063df64b60aab0591980ac898329a08b0320e0cf2527 \
-    --hash=sha256:ffbab2fedd6581f6aa31cf1639ca2cb86e02779de525667892ebf4cc9fd26434
-    # via policyengine-core
-hf-xet==1.5.0 ; platform_machine == 'AMD64' or platform_machine == 'aarch64' or platform_machine == 'amd64' or platform_machine == 'arm64' or platform_machine == 'x86_64' \
-    --hash=sha256:1e60df5a42e9bed8628b6416af2cba4cba57ae9f02de226a06b020d98e1aab18 \
-    --hash=sha256:2806c7c17b4d23f8d88f7c4814f838c3b6150773fe339c20af23e1cfaf2797e4 \
-    --hash=sha256:2baea1b0b989e5c152fe81425f7745ddc8901280ba3d97c98d8cdece7b706c60 \
-    --hash=sha256:3531b1823a0e6d77d80f9ed15ca0e00f0d115094f8ac033d5cae88f4564cc949 \
-    --hash=sha256:4b35549ce62601b84da4ff9b24d970032ace3d4430f52d91bcbb26c901d6c690 \
-    --hash=sha256:526345b3ed45f374f6317349df489167606736c876241ba984105afe7fd4839d \
-    --hash=sha256:5906bf7718d3636dc13402914736abe723492cb730f744834f5f5b67d3a12702 \
-    --hash=sha256:5f3dc2248fc01cc0a00cd392ab497f1ca373fcbc7e3f2da1f452480b384e839e \
-    --hash=sha256:73a0dae8c71de3b0633a45c73f4a4a5ed09e94b43441d82981a781d4f12baa42 \
-    --hash=sha256:786d28e2eb8315d5035544b9d137b4a842d600c434bb91bf7d0d953cce906ad4 \
-    --hash=sha256:7d70fe2ce97b9db73b9c9b9c81fe3693640aec83416a966c446afea54acfae3c \
-    --hash=sha256:872d5601e6deea30d15865ede55d29eac6daf5a534ab417b99b6ef6b076dd96c \
-    --hash=sha256:8dbcbab554c9ef158ef2c991545c3e970ddd8cc7acdcd0a78c5a41095dab4ded \
-    --hash=sha256:9929561f5abf4581c8ea79587881dfef6b8abb2a0d8a51915936fc2a614f4e73 \
-    --hash=sha256:9a0ee58cd18d5ea799f7ed11290bbccbe56bdd8b1d97ca74b9cc49a3945d7a3b \
-    --hash=sha256:a60290ec57e9b71767fba7c3645ddafdd0759974b540441510c629c6db6db24a \
-    --hash=sha256:b285cea1b5bab46b758772716ba8d6854a1a0310fed1c249d678a8b38601e5a0 \
-    --hash=sha256:b6c9df403040248c76d808d3e047d64db2d923bae593eb244c41e425cf6cd7be \
-    --hash=sha256:c799d49f1a5544a0ef7591c0ee75e0d6b93d6f56dc7a4979f59f7518d2872216 \
-    --hash=sha256:cf7b2dc6f31a4ea754bb50f74cde482dcf5d366d184076d8530b9872787f3761 \
-    --hash=sha256:dad0dc84e941b8ba3c860659fe1fdc35c049d47cce293f003287757e971a8f56 \
-    --hash=sha256:e0fb0a34d9f406eed88233e829a67ec016bec5af19e480eac65a233ea289a948 \
-    --hash=sha256:e5de0f6deada0dada870bb376a11bcd1f08abf3a968a6d118f33e72d1b1eb480 \
-    --hash=sha256:f7b7bbae318e583a86fb21e5a4a175d6721d628a2874f4bd022d0e660c32a682 \
-    --hash=sha256:fd6e5a9b0fdac4ed03ed45ef79254a655b1aaab514a02202617fbf643f5fdf7a
-    # via huggingface-hub
-httpcore==1.0.9 \
-    --hash=sha256:2d400746a40668fc9dec9810239072b40b4484b640a8c38fd654a024c7a1bf55 \
-    --hash=sha256:6e34463af53fd2ab5d807f399a9b45ea31c3dfa2276f15a2c3f00afff6e176e8
-    # via httpx
-httpx==0.28.1 \
-    --hash=sha256:75e98c5f16b0f35b567856f597f06ff2270a374470a5c2392242528e3e3e42fc \
-    --hash=sha256:d909fcccc110f8c7faf814ca82a9a4d816bc5a6dbfea25d6591d6985b8ba59ad
-    # via huggingface-hub
-huggingface-hub==1.14.0 \
-    --hash=sha256:d6d2c9cd6be1d02ae9ec6672d5587d10a427f377db688e82528f426a041622c2 \
-    --hash=sha256:efe075535c62e130b30e836b138e13785f6f043d1f0539e0a39aa411a99e90b8
-    # via policyengine-core
-idna==3.13 \
-    --hash=sha256:585ea8fe5d69b9181ec1afba340451fba6ba764af97026f92a91d4eef164a242 \
-    --hash=sha256:892ea0cde124a99ce773decba204c5552b69c3c67ffd5f232eb7696135bc8bb3
-    # via
-    #   anyio
-    #   httpx
-    #   requests
-iniconfig==2.3.0 \
-    --hash=sha256:c76315c77db068650d49c5b56314774a7804df16fee4402c1f19d6d15d8c4730 \
-    --hash=sha256:f631c04d2c48c52b84d0d0549c99ff3859c98df65b3101406327ecc7d53fbf12
-    # via pytest
-ipython==8.39.0 \
-    --hash=sha256:4110ae96012c379b8b6db898a07e186c40a2a1ef5d57a7fa83166047d9da7624 \
-    --hash=sha256:bb3c51c4fa8148ab1dea07a79584d1c854e234ea44aa1283bcb37bc75054651f
-    # via
-    #   policyengine-core
-    #   pyvis
-jedi==0.20.0 \
-    --hash=sha256:7bdd9c2634f56713299976f4cbd59cb3fa92165cc5e05ea811fb253480728b67 \
-    --hash=sha256:c3f4ccbd276696f4b19c54618d4fb18f9fc24b0aef02acf704b23f487daa1011
-    # via ipython
-jellyfish==1.2.1 \
-    --hash=sha256:0028857c5381c9d55e21cc6cb0d7f9545c3a9a7bb7dbca3960fe0a898c691ac2 \
-    --hash=sha256:01647c12261bc1f7b102e918e7665497176d87f6fc96271439c8855872bc2606 \
-    --hash=sha256:0368596e176bf548b3be2979ff33e274fb6d5e13b2cebe85137b8b698b002a85 \
-    --hash=sha256:05be396aebe3dce7a8cb2f97727ecdf99e86457c48e97190775dce33f8b7e39d \
-    --hash=sha256:07b022412ebece96759006cb015d46b8218d7f896d8b327c6bbee784ddf38ed9 \
-    --hash=sha256:0b21c1596ce283fd7ee954eb0eeb007d59e480364324bcd91ad55146e91f3936 \
-    --hash=sha256:1098ce1f84ae3f147f0a18a6803ffb09b9c8cd5fedce42465643ca0b5c9d0224 \
-    --hash=sha256:10da696747e2de0336180fd5ba77ef769a7c80f9743123545f7fc0251efbbcec \
-    --hash=sha256:1354b558a0a16597b6032dd0af64bebd24994f7e7484cf14993320eb764b06cb \
-    --hash=sha256:137cfcc26396d0f2e1265ac61f800bb921921ea722a43dd897e58190f767c474 \
-    --hash=sha256:13f1ac9caba22af10bfe42f674822643c0266009f882e0fe652079706dc5d13a \
-    --hash=sha256:14bbb30d988dec1d12183cf5d4621c908f98add2009c72a185e8c3e8d00b804f \
-    --hash=sha256:15318c13070fe6d9caeb7e10f9cdf89ff47c9d20f05a9a2c0d3b5cb8062a7033 \
-    --hash=sha256:1a3ccff843822e7f3ad6f91662488a3630724c8587976bce114f3c7238e8ffa1 \
-    --hash=sha256:1ffeeb6c78c45fbb6d2a22b0173fb8a6af849001d6c26fab49c525136dbd9734 \
-    --hash=sha256:212aaf177236192a735bbbf5938717aa8518d14a25b08b015e47e783e70be060 \
-    --hash=sha256:21baa92d4a5112167721156f6d061c2ae105f2995b3a5e19cec6662928f0c439 \
-    --hash=sha256:2348f698f9c1d72023afc8d39939045421a01da9b7e3078e3029227e35f28419 \
-    --hash=sha256:29cfa8bfb72aacf2d611a3313b358ed4d4140fa3d3efcffea750c8e7f8acb1aa \
-    --hash=sha256:2c28a4ae3e201e1c1b7bacacd40e2e76c4068b90c9ae3a0d525e0ac98206f1cc \
-    --hash=sha256:32581c50b34a09889b2d96796170e53da313a1e7fde32be63c82e50e7e791e3c \
-    --hash=sha256:32a85b752cb51463face13e2b1797cfa617cd7fb7073f15feaa4020a86a346ce \
-    --hash=sha256:393f609fd6139ce782e747e22c399483ffc58341009e6a97e39ffe5f5b2c674c \
-    --hash=sha256:4072e21ad4036af41bd57b447b1dda64fe60aa679cfa8854ba0a0338152439f1 \
-    --hash=sha256:451ddf4094e108e33d3b86d7817a7e20a2c5e6812d08c34ee22f6a595f38dcca \
-    --hash=sha256:4a21d7eda5e6996772055f798e3fe1de1b33b3edad7f6cf0567097a21585a812 \
-    --hash=sha256:4b013876109d91fa6fc871ffa4e0dbfda11820c33dc4ad0e2967b3fc1187f804 \
-    --hash=sha256:4b28fcefc0c3534277ff0306e6c10672fb050f4784b5f3be7037e80801569fb5 \
-    --hash=sha256:4b3e3223aaad74e18aacc74775e01815e68af810258ceea6fa6a81b19f384312 \
-    --hash=sha256:4c5acb213aa75a61bcfc176566e20f2503069667e760d83d403b59e115fef0dd \
-    --hash=sha256:4e36d9000d4f7e1a35689a74ec7749d27a216dfa6c47cac2e5ad3de8a523bd69 \
-    --hash=sha256:509355ebedec69a8bf0cc113a6bf9c01820d12fe2eea44f47dfa809faf2d5463 \
-    --hash=sha256:5335f622458aa105289a8e358bc32ecd1b9634b6ffec3e77ea3577e49c297171 \
-    --hash=sha256:536c80d8d4ec7f39cbb10b85d926ff96cef3cde4a83ca0991c07cd9835d5dc13 \
-    --hash=sha256:56da7632e029912af25e25422fae3b6df318400297d552791f4b21da6d815ed6 \
-    --hash=sha256:5bda2275f31a64adf3483e39f7a4e2107f7dfe3a3f85f0d2c0cb6ae5fbe4a443 \
-    --hash=sha256:5fa0ba0946f3c274f6a87aaa3c631dc70a363bd46cceea828ce777e8db653b6f \
-    --hash=sha256:63770120cc3386dcc13bcc4df508ab281a6b14c3b2c0e33586439a6c40ee122f \
-    --hash=sha256:675ab43840488944899ca87f02d4813c1e32107e56afaba7489705a70214e8aa \
-    --hash=sha256:68080af234256ef943f0add6fc79816b0c643d8df291c17a85c1b6e45bdfbb96 \
-    --hash=sha256:68ea3ddd4dae1152a7f7155ef02a7bfad919611158d71b301f9aa167685819af \
-    --hash=sha256:6a49ce2a580edd3b16b69421137deef464e2f8907f9ef906d49950b1a52908c1 \
-    --hash=sha256:6c51e565f85ce38cf9388c4f916d53888b0fa34788fcebe3aff3db24948e0960 \
-    --hash=sha256:6d2bac5982d7a08759ea487bfa00149e6aa8a3be7cd43c4ed1be1e3505425c69 \
-    --hash=sha256:6e76b23431a667cd485fb562428d1ad29bae9fdd0fcdfb5a51cc8087bae0e88c \
-    --hash=sha256:72d2fda61b23babe862018729be73c8b0dc12e3e6601f36f6e65d905e249f4db \
-    --hash=sha256:748dc45a0394fbe9120b8b3b9a39fab0967c7e2d6ecdd5304af018e774f80f96 \
-    --hash=sha256:7853d2ed7d6929c029312ec849410f1ea7ae76ce72ad1140fb73f6e8a1e6aa4f \
-    --hash=sha256:80a49eb817eaa6591f43a31e5c93d79904de62537f029907ef88c050d781a638 \
-    --hash=sha256:91cad49a4fb731b726afc5ae385a3217a7016ed88a04da40c131cff8136a5db5 \
-    --hash=sha256:98a133b40dc00cfda6609e1b0cb0ab0b77796fc2719aae886a12009514f73499 \
-    --hash=sha256:9913789a98ccf49213fbb1dabc597847a0ec33d3b0e151689498f4b38ba9be0f \
-    --hash=sha256:9930e20f0e9f65ad1d57d98290c2be3abd75812d058815605f44a56056fb9a66 \
-    --hash=sha256:9a73b5c6425a70ebd440579a677eb4f03b327b2f59090db34e6c937aeea5aabd \
-    --hash=sha256:9c747ae5c0fb4bd519f6abbfe4bd704b2f1c63fd4dd3dbb8d8864478974e1571 \
-    --hash=sha256:9d4448c874959ae012cda0f6d570ac0bd7f0fcf12007714eaebf86b86919b66f \
-    --hash=sha256:a058f4c6a591d5e5a47569f5648a26303ba19c76a960fef7e0beba2aa959e52e \
-    --hash=sha256:a0ef6f0ecc085c1f8fddb048f538c8bb89989e5d470eab45d4e9bd48ee73a40d \
-    --hash=sha256:a3cab91020e3ff7565e55a611ec3e3257c093ac950d55778a48bfc8c57562b6e \
-    --hash=sha256:ab1bfea271ce4bda09d975080d5465cf5a8b127e7c0ea61ea3f972417a7a2193 \
-    --hash=sha256:b35d4b5b688f759ffd075190a9850b04671bad14c5b37124eb43e99306ec16ea \
-    --hash=sha256:b37b76ea338c4a473c34a9b9e1e033a78aafb9040a8c0eea579fc5805d8e4b46 \
-    --hash=sha256:b8986d9768daddd5e87abf513ae168ea0afe690a444d4c82d5b1b14b0d045820 \
-    --hash=sha256:baa30c7b59bd1c5e105693108a6d7a98f3e7a1a59e23e15bc5897b91fd5849f5 \
-    --hash=sha256:bcdcd603a7737cd3f5a2ab10ce9b49844329deb81c2daafcd8131e54fc730205 \
-    --hash=sha256:bd186c041d9be86c4fa5e2490943ce5d7f05b472f45d7f49426f259f3dd20bc4 \
-    --hash=sha256:bebccd0652ac1c7e438ae1f451edefde63d14b3af6f6daa30c599919dcb92886 \
-    --hash=sha256:c3c18f13175a9c90f3abd8805720b0eb3e10eca1d5d4e0cf57722b2a62d62016 \
-    --hash=sha256:c499ea3a134130797c50e367687a6a46a12653c59af381bee92c41a5ab0bd55d \
-    --hash=sha256:c85aa2bc76a36d92a3197f406f86636664d5b323727dfec4fa2842a8a24a06ae \
-    --hash=sha256:c888f624d03e55e501bc438906505c79fb307d8da37a6dda18dd1ac2e6d5ea9c \
-    --hash=sha256:cf6cd68921f2bacc547ba1cf64ad0e76bc1727f3bab13bba2e5f5869aba038b1 \
-    --hash=sha256:d2b56a1fd2c5126c4a3362ec4470291cdd3c7daa22f583da67e75e30dc425ce6 \
-    --hash=sha256:d7be8021658b46b22500a77f1707901bd98fc210f185c229b81c74efd3c1baf2 \
-    --hash=sha256:db97d873f23b0c15b4ed911ece10e5cc0bb96cdc53666d5c3788bd0af81807f1 \
-    --hash=sha256:dd895cf63fac0a9f11b524fff810d9a6081dcf3c518b34172ac8684eb504dd43 \
-    --hash=sha256:ddf05ea471da2808d77ecfa425d8884124b4754f4d483afa7703b6655530cf5c \
-    --hash=sha256:e1b990fb15985571616f7f40a12d6fa062897b19fb5359b6dec3cd811d802c24 \
-    --hash=sha256:e4a210a960f3917da757b0581750b6e0a8db9acef68dafbc1b6e2ae39e847ba8 \
-    --hash=sha256:e5977810972c6f0b2e61252c4758fd5aee21abf663ff309881195a99d37daa94 \
-    --hash=sha256:e967e67058b78189d2b20a9586c7720a05ec4a580d6a98c796cd5cd2b7b11303 \
-    --hash=sha256:ecf62d4aad0baa8832ab60f96e7baedbe6558bd292597503d927e9c5bce745d8 \
-    --hash=sha256:f121218dc33fb318c34ddd889dc7362606ce1316af2bb63b73cc1df81523ca34 \
-    --hash=sha256:f69aeb08659a6c81d559bbe319075e3417434ae5b3a5e4a758d1c4055a03497a \
-    --hash=sha256:fb3c6e537cb4605c22895a8d4a10cdb26611ba2bbfc7f0b4c1d06bb9d8aad648
-    # via us
-jinja2==3.1.6 \
-    --hash=sha256:0137fb05990d35f1275a587e9aee6d56da821fc83491a0fb838183be43f66d6d \
-    --hash=sha256:85ece4451f492d0c13c5dd7c13a64681a86afae63a5f347908daf103ce6d2f67
-    # via pyvis
-jsonpickle==4.1.1 \
-    --hash=sha256:bb141da6057898aa2438ff268362b126826c812a1721e31cf08a6e142910dc91 \
-    --hash=sha256:f86e18f13e2b96c1c1eede0b7b90095bbb61d99fedc14813c44dc2f361dbbae1
-    # via pyvis
-jsonschema==4.26.0 \
-    --hash=sha256:0c26707e2efad8aa1bfc5b7ce170f3fccc2e4918ff85989ba9ffa9facb2be326 \
-    --hash=sha256:d489f15263b8d200f8387e64b4c3a75f06629559fb73deb8fdfb525f2dab50ce
-    # via policyengine
-jsonschema-specifications==2025.9.1 \
-    --hash=sha256:98802fee3a11ee76ecaca44429fda8a41bff98b00a0f2838151b113f210cc6fe \
-    --hash=sha256:b540987f239e745613c7a9176f3edb72b832a4ac465cf02712288397832b5e8d
-    # via jsonschema
-markdown-it-py==4.2.0 \
-    --hash=sha256:04a21681d6fbb623de53f6f364d352309d4094dd4194040a10fd51833e418d49 \
-    --hash=sha256:9f7ebbcd14fe59494226453aed97c1070d83f8d24b6fc3a3bcf9a38092641c4a
-    # via rich
-markupsafe==3.0.3 \
-    --hash=sha256:0303439a41979d9e74d18ff5e2dd8c43ed6c6001fd40e5bf2e43f7bd9bbc523f \
-    --hash=sha256:068f375c472b3e7acbe2d5318dea141359e6900156b5b2ba06a30b169086b91a \
-    --hash=sha256:0bf2a864d67e76e5c9a34dc26ec616a66b9888e25e7b9460e1c76d3293bd9dbf \
-    --hash=sha256:0db14f5dafddbb6d9208827849fad01f1a2609380add406671a26386cdf15a19 \
-    --hash=sha256:0eb9ff8191e8498cca014656ae6b8d61f39da5f95b488805da4bb029cccbfbaf \
-    --hash=sha256:0f4b68347f8c5eab4a13419215bdfd7f8c9b19f2b25520968adfad23eb0ce60c \
-    --hash=sha256:1085e7fbddd3be5f89cc898938f42c0b3c711fdcb37d75221de2666af647c175 \
-    --hash=sha256:116bb52f642a37c115f517494ea5feb03889e04df47eeff5b130b1808ce7c219 \
-    --hash=sha256:12c63dfb4a98206f045aa9563db46507995f7ef6d83b2f68eda65c307c6829eb \
-    --hash=sha256:133a43e73a802c5562be9bbcd03d090aa5a1fe899db609c29e8c8d815c5f6de6 \
-    --hash=sha256:1353ef0c1b138e1907ae78e2f6c63ff67501122006b0f9abad68fda5f4ffc6ab \
-    --hash=sha256:15d939a21d546304880945ca1ecb8a039db6b4dc49b2c5a400387cdae6a62e26 \
-    --hash=sha256:177b5253b2834fe3678cb4a5f0059808258584c559193998be2601324fdeafb1 \
-    --hash=sha256:1872df69a4de6aead3491198eaf13810b565bdbeec3ae2dc8780f14458ec73ce \
-    --hash=sha256:1b4b79e8ebf6b55351f0d91fe80f893b4743f104bff22e90697db1590e47a218 \
-    --hash=sha256:1b52b4fb9df4eb9ae465f8d0c228a00624de2334f216f178a995ccdcf82c4634 \
-    --hash=sha256:1ba88449deb3de88bd40044603fafffb7bc2b055d626a330323a9ed736661695 \
-    --hash=sha256:1cc7ea17a6824959616c525620e387f6dd30fec8cb44f649e31712db02123dad \
-    --hash=sha256:218551f6df4868a8d527e3062d0fb968682fe92054e89978594c28e642c43a73 \
-    --hash=sha256:26a5784ded40c9e318cfc2bdb30fe164bdb8665ded9cd64d500a34fb42067b1c \
-    --hash=sha256:2713baf880df847f2bece4230d4d094280f4e67b1e813eec43b4c0e144a34ffe \
-    --hash=sha256:2a15a08b17dd94c53a1da0438822d70ebcd13f8c3a95abe3a9ef9f11a94830aa \
-    --hash=sha256:2f981d352f04553a7171b8e44369f2af4055f888dfb147d55e42d29e29e74559 \
-    --hash=sha256:32001d6a8fc98c8cb5c947787c5d08b0a50663d139f1305bac5885d98d9b40fa \
-    --hash=sha256:3524b778fe5cfb3452a09d31e7b5adefeea8c5be1d43c4f810ba09f2ceb29d37 \
-    --hash=sha256:3537e01efc9d4dccdf77221fb1cb3b8e1a38d5428920e0657ce299b20324d758 \
-    --hash=sha256:35add3b638a5d900e807944a078b51922212fb3dedb01633a8defc4b01a3c85f \
-    --hash=sha256:38664109c14ffc9e7437e86b4dceb442b0096dfe3541d7864d9cbe1da4cf36c8 \
-    --hash=sha256:3a7e8ae81ae39e62a41ec302f972ba6ae23a5c5396c8e60113e9066ef893da0d \
-    --hash=sha256:3b562dd9e9ea93f13d53989d23a7e775fdfd1066c33494ff43f5418bc8c58a5c \
-    --hash=sha256:457a69a9577064c05a97c41f4e65148652db078a3a509039e64d3467b9e7ef97 \
-    --hash=sha256:4bd4cd07944443f5a265608cc6aab442e4f74dff8088b0dfc8238647b8f6ae9a \
-    --hash=sha256:4e885a3d1efa2eadc93c894a21770e4bc67899e3543680313b09f139e149ab19 \
-    --hash=sha256:4faffd047e07c38848ce017e8725090413cd80cbc23d86e55c587bf979e579c9 \
-    --hash=sha256:509fa21c6deb7a7a273d629cf5ec029bc209d1a51178615ddf718f5918992ab9 \
-    --hash=sha256:5678211cb9333a6468fb8d8be0305520aa073f50d17f089b5b4b477ea6e67fdc \
-    --hash=sha256:591ae9f2a647529ca990bc681daebdd52c8791ff06c2bfa05b65163e28102ef2 \
-    --hash=sha256:5a7d5dc5140555cf21a6fefbdbf8723f06fcd2f63ef108f2854de715e4422cb4 \
-    --hash=sha256:69c0b73548bc525c8cb9a251cddf1931d1db4d2258e9599c28c07ef3580ef354 \
-    --hash=sha256:6b5420a1d9450023228968e7e6a9ce57f65d148ab56d2313fcd589eee96a7a50 \
-    --hash=sha256:722695808f4b6457b320fdc131280796bdceb04ab50fe1795cd540799ebe1698 \
-    --hash=sha256:729586769a26dbceff69f7a7dbbf59ab6572b99d94576a5592625d5b411576b9 \
-    --hash=sha256:77f0643abe7495da77fb436f50f8dab76dbc6e5fd25d39589a0f1fe6548bfa2b \
-    --hash=sha256:795e7751525cae078558e679d646ae45574b47ed6e7771863fcc079a6171a0fc \
-    --hash=sha256:7be7b61bb172e1ed687f1754f8e7484f1c8019780f6f6b0786e76bb01c2ae115 \
-    --hash=sha256:7c3fb7d25180895632e5d3148dbdc29ea38ccb7fd210aa27acbd1201a1902c6e \
-    --hash=sha256:7e68f88e5b8799aa49c85cd116c932a1ac15caaa3f5db09087854d218359e485 \
-    --hash=sha256:83891d0e9fb81a825d9a6d61e3f07550ca70a076484292a70fde82c4b807286f \
-    --hash=sha256:8485f406a96febb5140bfeca44a73e3ce5116b2501ac54fe953e488fb1d03b12 \
-    --hash=sha256:8709b08f4a89aa7586de0aadc8da56180242ee0ada3999749b183aa23df95025 \
-    --hash=sha256:8f71bc33915be5186016f675cd83a1e08523649b0e33efdb898db577ef5bb009 \
-    --hash=sha256:915c04ba3851909ce68ccc2b8e2cd691618c4dc4c4232fb7982bca3f41fd8c3d \
-    --hash=sha256:949b8d66bc381ee8b007cd945914c721d9aba8e27f71959d750a46f7c282b20b \
-    --hash=sha256:94c6f0bb423f739146aec64595853541634bde58b2135f27f61c1ffd1cd4d16a \
-    --hash=sha256:9a1abfdc021a164803f4d485104931fb8f8c1efd55bc6b748d2f5774e78b62c5 \
-    --hash=sha256:9b79b7a16f7fedff2495d684f2b59b0457c3b493778c9eed31111be64d58279f \
-    --hash=sha256:a320721ab5a1aba0a233739394eb907f8c8da5c98c9181d1161e77a0c8e36f2d \
-    --hash=sha256:a4afe79fb3de0b7097d81da19090f4df4f8d3a2b3adaa8764138aac2e44f3af1 \
-    --hash=sha256:ad2cf8aa28b8c020ab2fc8287b0f823d0a7d8630784c31e9ee5edea20f406287 \
-    --hash=sha256:b8512a91625c9b3da6f127803b166b629725e68af71f8184ae7e7d54686a56d6 \
-    --hash=sha256:bc51efed119bc9cfdf792cdeaa4d67e8f6fcccab66ed4bfdd6bde3e59bfcbb2f \
-    --hash=sha256:bdc919ead48f234740ad807933cdf545180bfbe9342c2bb451556db2ed958581 \
-    --hash=sha256:bdd37121970bfd8be76c5fb069c7751683bdf373db1ed6c010162b2a130248ed \
-    --hash=sha256:be8813b57049a7dc738189df53d69395eba14fb99345e0a5994914a3864c8a4b \
-    --hash=sha256:c0c0b3ade1c0b13b936d7970b1d37a57acde9199dc2aecc4c336773e1d86049c \
-    --hash=sha256:c47a551199eb8eb2121d4f0f15ae0f923d31350ab9280078d1e5f12b249e0026 \
-    --hash=sha256:c4ffb7ebf07cfe8931028e3e4c85f0357459a3f9f9490886198848f4fa002ec8 \
-    --hash=sha256:ccfcd093f13f0f0b7fdd0f198b90053bf7b2f02a3927a30e63f3ccc9df56b676 \
-    --hash=sha256:d2ee202e79d8ed691ceebae8e0486bd9a2cd4794cec4824e1c99b6f5009502f6 \
-    --hash=sha256:d53197da72cc091b024dd97249dfc7794d6a56530370992a5e1a08983ad9230e \
-    --hash=sha256:d6dd0be5b5b189d31db7cda48b91d7e0a9795f31430b7f271219ab30f1d3ac9d \
-    --hash=sha256:d88b440e37a16e651bda4c7c2b930eb586fd15ca7406cb39e211fcff3bf3017d \
-    --hash=sha256:de8a88e63464af587c950061a5e6a67d3632e36df62b986892331d4620a35c01 \
-    --hash=sha256:df2449253ef108a379b8b5d6b43f4b1a8e81a061d6537becd5582fba5f9196d7 \
-    --hash=sha256:e1c1493fb6e50ab01d20a22826e57520f1284df32f2d8601fdd90b6304601419 \
-    --hash=sha256:e1cf1972137e83c5d4c136c43ced9ac51d0e124706ee1c8aa8532c1287fa8795 \
-    --hash=sha256:e2103a929dfa2fcaf9bb4e7c091983a49c9ac3b19c9061b6d5427dd7d14d81a1 \
-    --hash=sha256:e56b7d45a839a697b5eb268c82a71bd8c7f6c94d6fd50c3d577fa39a9f1409f5 \
-    --hash=sha256:e8afc3f2ccfa24215f8cb28dcf43f0113ac3c37c2f0f0806d8c70e4228c5cf4d \
-    --hash=sha256:e8fc20152abba6b83724d7ff268c249fa196d8259ff481f3b1476383f8f24e42 \
-    --hash=sha256:eaa9599de571d72e2daf60164784109f19978b327a3910d3e9de8c97b5b70cfe \
-    --hash=sha256:ec15a59cf5af7be74194f7ab02d0f59a62bdcf1a537677ce67a2537c9b87fcda \
-    --hash=sha256:f190daf01f13c72eac4efd5c430a8de82489d9cff23c364c3ea822545032993e \
-    --hash=sha256:f34c41761022dd093b4b6896d4810782ffbabe30f2d443ff5f083e0cbbb8c737 \
-    --hash=sha256:f3e98bb3798ead92273dc0e5fd0f31ade220f59a266ffd8a4f6065e0a3ce0523 \
-    --hash=sha256:f42d0984e947b8adf7dd6dde396e720934d12c506ce84eea8476409563607591 \
-    --hash=sha256:f71a396b3bf33ecaa1626c255855702aca4d3d9fea5e051b41ac59a9c1c41edc \
-    --hash=sha256:f9e130248f4462aaa8e2552d547f36ddadbeaa573879158d721bbd33dfe4743a \
-    --hash=sha256:fed51ac40f757d41b7c48425901843666a6677e3e8eb0abcff09e4ba6e664f50
-    # via jinja2
-matplotlib-inline==0.2.2 \
-    --hash=sha256:3c821cf1c209f59fb2d2d64abbf5b23b67bcb2210d663f9918dd851c6da1fcf6 \
-    --hash=sha256:72f3fe8fce36b70d4a5b612f899090cd0401deddc4ea90e1572b9f4bfb058c79
-    # via ipython
-mdurl==0.1.2 \
-    --hash=sha256:84008a41e51615a49fc9966191ff91509e3c40b939176e643fd50a5c2196b8f8 \
-    --hash=sha256:bb413d29f5eea38f31dd4754dd7377d4465116fb207585f97bf925588687c1ba
-    # via markdown-it-py
-microdf-python==1.3.0 \
-    --hash=sha256:e17757a198648108eae24f39384e27b5ae8061acf1b43fa56520010dc00a7b55 \
-    --hash=sha256:f352fe32c25a4fd6d6188ef6aaca0214b53b29a8a7913aca6af0362dd9c922bd
-    # via
-    #   policyengine
-    #   policyengine-core
-    #   policyengine-uk
-    #   policyengine-us
-msgpack==1.1.2 \
-    --hash=sha256:0051fffef5a37ca2cd16978ae4f0aef92f164df86823871b5162812bebecd8e2 \
-    --hash=sha256:04fb995247a6e83830b62f0b07bf36540c213f6eac8e851166d8d86d83cbd014 \
-    --hash=sha256:180759d89a057eab503cf62eeec0aa61c4ea1200dee709f3a8e9397dbb3b6931 \
-    --hash=sha256:1d1418482b1ee984625d88aa9585db570180c286d942da463533b238b98b812b \
-    --hash=sha256:1de460f0403172cff81169a30b9a92b260cb809c4cb7e2fc79ae8d0510c78b6b \
-    --hash=sha256:1fdf7d83102bf09e7ce3357de96c59b627395352a4024f6e2458501f158bf999 \
-    --hash=sha256:1fff3d825d7859ac888b0fbda39a42d59193543920eda9d9bea44d958a878029 \
-    --hash=sha256:283ae72fc89da59aa004ba147e8fc2f766647b1251500182fac0350d8af299c0 \
-    --hash=sha256:2929af52106ca73fcb28576218476ffbb531a036c2adbcf54a3664de124303e9 \
-    --hash=sha256:2e86a607e558d22985d856948c12a3fa7b42efad264dca8a3ebbcfa2735d786c \
-    --hash=sha256:350ad5353a467d9e3b126d8d1b90fe05ad081e2e1cef5753f8c345217c37e7b8 \
-    --hash=sha256:354e81bcdebaab427c3df4281187edc765d5d76bfb3a7c125af9da7a27e8458f \
-    --hash=sha256:365c0bbe981a27d8932da71af63ef86acc59ed5c01ad929e09a0b88c6294e28a \
-    --hash=sha256:372839311ccf6bdaf39b00b61288e0557916c3729529b301c52c2d88842add42 \
-    --hash=sha256:3b60763c1373dd60f398488069bcdc703cd08a711477b5d480eecc9f9626f47e \
-    --hash=sha256:41d1a5d875680166d3ac5c38573896453bbbea7092936d2e107214daf43b1d4f \
-    --hash=sha256:42eefe2c3e2af97ed470eec850facbe1b5ad1d6eacdbadc42ec98e7dcf68b4b7 \
-    --hash=sha256:446abdd8b94b55c800ac34b102dffd2f6aa0ce643c55dfc017ad89347db3dbdb \
-    --hash=sha256:454e29e186285d2ebe65be34629fa0e8605202c60fbc7c4c650ccd41870896ef \
-    --hash=sha256:4efd7b5979ccb539c221a4c4e16aac1a533efc97f3b759bb5a5ac9f6d10383bf \
-    --hash=sha256:5559d03930d3aa0f3aacb4c42c776af1a2ace2611871c84a75afe436695e6245 \
-    --hash=sha256:5928604de9b032bc17f5099496417f113c45bc6bc21b5c6920caf34b3c428794 \
-    --hash=sha256:59415c6076b1e30e563eb732e23b994a61c159cec44deaf584e5cc1dd662f2af \
-    --hash=sha256:5a46bf7e831d09470ad92dff02b8b1ac92175ca36b087f904a0519857c6be3ff \
-    --hash=sha256:602b6740e95ffc55bfb078172d279de3773d7b7db1f703b2f1323566b878b90e \
-    --hash=sha256:61c8aa3bd513d87c72ed0b37b53dd5c5a0f58f2ff9f26e1555d3bd7948fb7296 \
-    --hash=sha256:67016ae8c8965124fdede9d3769528ad8284f14d635337ffa6a713a580f6c030 \
-    --hash=sha256:6bde749afe671dc44893f8d08e83bf475a1a14570d67c4bb5cec5573463c8833 \
-    --hash=sha256:6c15b7d74c939ebe620dd8e559384be806204d73b4f9356320632d783d1f7939 \
-    --hash=sha256:70a0dff9d1f8da25179ffcf880e10cf1aad55fdb63cd59c9a49a1b82290062aa \
-    --hash=sha256:70c5a7a9fea7f036b716191c29047374c10721c389c21e9ffafad04df8c52c90 \
-    --hash=sha256:7bc8813f88417599564fafa59fd6f95be417179f76b40325b500b3c98409757c \
-    --hash=sha256:80a0ff7d4abf5fecb995fcf235d4064b9a9a8a40a3ab80999e6ac1e30b702717 \
-    --hash=sha256:86f8136dfa5c116365a8a651a7d7484b65b13339731dd6faebb9a0242151c406 \
-    --hash=sha256:897c478140877e5307760b0ea66e0932738879e7aa68144d9b78ea4c8302a84a \
-    --hash=sha256:8b696e83c9f1532b4af884045ba7f3aa741a63b2bc22617293a2c6a7c645f251 \
-    --hash=sha256:8e22ab046fa7ede9e36eeb4cfad44d46450f37bb05d5ec482b02868f451c95e2 \
-    --hash=sha256:94fd7dc7d8cb0a54432f296f2246bc39474e017204ca6f4ff345941d4ed285a7 \
-    --hash=sha256:99e2cb7b9031568a2a5c73aa077180f93dd2e95b4f8d3b8e14a73ae94a9e667e \
-    --hash=sha256:9ade919fac6a3e7260b7f64cea89df6bec59104987cbea34d34a2fa15d74310b \
-    --hash=sha256:9fba231af7a933400238cb357ecccf8ab5d51535ea95d94fc35b7806218ff844 \
-    --hash=sha256:a465f0dceb8e13a487e54c07d04ae3ba131c7c5b95e2612596eafde1dccf64a9 \
-    --hash=sha256:a605409040f2da88676e9c9e5853b3449ba8011973616189ea5ee55ddbc5bc87 \
-    --hash=sha256:a668204fa43e6d02f89dbe79a30b0d67238d9ec4c5bd8a940fc3a004a47b721b \
-    --hash=sha256:a7787d353595c7c7e145e2331abf8b7ff1e6673a6b974ded96e6d4ec09f00c8c \
-    --hash=sha256:a8f6e7d30253714751aa0b0c84ae28948e852ee7fb0524082e6716769124bc23 \
-    --hash=sha256:ad09b984828d6b7bb52d1d1d0c9be68ad781fa004ca39216c8a1e63c0f34ba3c \
-    --hash=sha256:bafca952dc13907bdfdedfc6a5f579bf4f292bdd506fadb38389afa3ac5b208e \
-    --hash=sha256:be52a8fc79e45b0364210eef5234a7cf8d330836d0a64dfbb878efa903d84620 \
-    --hash=sha256:be5980f3ee0e6bd44f3a9e9dea01054f175b50c3e6cdb692bc9424c0bbb8bf69 \
-    --hash=sha256:c63eea553c69ab05b6747901b97d620bb2a690633c77f23feb0c6a947a8a7b8f \
-    --hash=sha256:d198d275222dc54244bf3327eb8cbe00307d220241d9cec4d306d49a44e85f68 \
-    --hash=sha256:d62ce1f483f355f61adb5433ebfd8868c5f078d1a52d042b0a998682b4fa8c27 \
-    --hash=sha256:d99ef64f349d5ec3293688e91486c5fdb925ed03807f64d98d205d2713c60b46 \
-    --hash=sha256:db6192777d943bdaaafb6ba66d44bf65aa0e9c5616fa1d2da9bb08828c6b39aa \
-    --hash=sha256:e23ce8d5f7aa6ea6d2a2b326b4ba46c985dbb204523759984430db7114f8aa00 \
-    --hash=sha256:e64c8d2f5e5d5fda7b842f55dec6133260ea8f53c4257d64494c534f306bf7a9 \
-    --hash=sha256:e69b39f8c0aa5ec24b57737ebee40be647035158f14ed4b40e6f150077e21a84 \
-    --hash=sha256:ea5405c46e690122a76531ab97a079e184c0daf491e588592d6a23d3e32af99e \
-    --hash=sha256:f2cb069d8b981abc72b41aea1c580ce92d57c673ec61af4c500153a626cb9e20 \
-    --hash=sha256:fac4be746328f90caa3cd4bc67e6fe36ca2bf61d5c6eb6d895b6527e3f05071e \
-    --hash=sha256:fffee09044073e69f2bad787071aeec727183e7580443dfeb8556cbf1978d162
-    # via blosc2
-ndindex==1.10.1 \
-    --hash=sha256:03cf1e6cdac876bd8fc92d3b65bb223496b1581d10eab3ba113f7c195121a959 \
-    --hash=sha256:046c1e88d46b2bd2fd3483e06d27b4e85132b55bc693f2fca2db0bb56eea1e78 \
-    --hash=sha256:08bfdc1f7a0b408d15b3ce61d141ebbebdb47a25341967e425e104c5bd512a5c \
-    --hash=sha256:092b92c07690292ec7c6b266c38d7e63d254ec8d913ed06f2a8e16103eb7861a \
-    --hash=sha256:0ad8e060b26568c4e67c7b1dc2bc64e28597afdaabd7d63f98f655bfe2daa644 \
-    --hash=sha256:0f6113c1f031248f8818cbee1aa92aa3c9472b7701debcce9fddebcd2f610f11 \
-    --hash=sha256:157b5c34a1b779f5d27b790d9bd7e7b156d284e76be83c591a3ba003984f4956 \
-    --hash=sha256:1827a40301405b44ad709e388c5b48cf35cd90a67f77e63f0f17d87f6000fa81 \
-    --hash=sha256:1ae21b06235cb0884e97cf672780c170449baa0314085595cfe751705fa352de \
-    --hash=sha256:23d35696f802548143b5cc199bf2f171efb0061aa7934959251dd3bae56d038c \
-    --hash=sha256:27385939f317b55773ea53f6bf9334810cf1d66206034c0a6a6f2a88f2001c3c \
-    --hash=sha256:27a7729a4d33df6b96f7d5edff281d2b987bbe6545031c5eb606b95c47694f54 \
-    --hash=sha256:28741daca5926adff402247cd406f453ed5bb6042e82d6855938f805190e5ce9 \
-    --hash=sha256:2d6442ecce9b395aade5e9f2431e169e01393953a069f6d2d53a63b6c94d1d06 \
-    --hash=sha256:3307817bdc92846b18f309fae3582856f567dd6e0742fb0b41ac68682bfc4e2a \
-    --hash=sha256:346a4bf09f5771548665c8206e81daadb6b9925d409746e709894bdd98adc701 \
-    --hash=sha256:37f87f0e7690ae0324334740e0661d6297f2e62c9bf925127d249fb7eddd0ad8 \
-    --hash=sha256:3b0d9ce2c8488444499ab6d40e92e09867bf4413f5cf04c01635de923f44aa67 \
-    --hash=sha256:3ce3bd0882572269ca09285112cf38ce84baa2aaa5891551af968ca7c18f84bb \
-    --hash=sha256:4cea15cff221e76abd12e3e940c26124184735cf421c229307f5db6742e14dd7 \
-    --hash=sha256:588e8875d836a93b3cd9af482c8074bb02288ae1aff92cf277e1f02d9ae0f992 \
-    --hash=sha256:59a3222befc0f7cdc85fb9b90a567ae890f70a864bdeb660517e9ebcb36bf1bc \
-    --hash=sha256:5c026dbbf2455d97ce6456d8a50b349aee8fefa11027d020638c89e9be2c9c4c \
-    --hash=sha256:5c3634a8df43e7928122225a3d64d850c8957bd1edf2e403907deacb478af27b \
-    --hash=sha256:6928e47fb008903f2e41309b7ff1e59b16abbcd59e2e945454571c28b2433c9e \
-    --hash=sha256:72af787dcee3661f36fff9d144d989aacefe32e2c8b51ceef9babd46afb93a18 \
-    --hash=sha256:752e78a5e87911ded117c57a7246596f26c9c6da066de3c2b533b3db694949bb \
-    --hash=sha256:777bb6fa1dc72527fb43744b8c1499ca86e8e110b238d7aad6a686489c23d3bd \
-    --hash=sha256:78bfe25941d2dac406391ddd9baf0b0fce163807b98ecc2c47a3030ee8466319 \
-    --hash=sha256:78ce45106ebf67aeba99714818c721d8fd5fb9534daebd2565665a2d64b50fc9 \
-    --hash=sha256:7da34a78410c14341d5fff73be5ce924bd36500bf7f640fc59b8607d3a0df95e \
-    --hash=sha256:8644c76e74c0fbbdaa54752de30b7c6b98b1e8f6c05f0c6228632a29c862d83f \
-    --hash=sha256:87f83e8c35a7f49a68cd3a3054c406e6c22f8c1315f3905f7a778c657669187e \
-    --hash=sha256:890bb92f0a779e6f16bdbcc8bd2e06c32bcc0239e5893ba246114eb924aecaaa \
-    --hash=sha256:8ff1558ddbfedcecd1f6ed7777530917ad08f9c253fcaa8b7152a7aa4ca0264f \
-    --hash=sha256:9599fcb7411ffe601c367f0a5d4bc0ed588e3e7d9dc7604bdb32c8f669456b9e \
-    --hash=sha256:967b87b88dadb62555ec1039695c347254eccb8ca3d124c0e5dbe084c525fa93 \
-    --hash=sha256:9b5297f207ebc068c7cdf9e3cd7b95aa5c9ec04295d0a7e56b529f66787d4685 \
-    --hash=sha256:9d581f931e61f182478f18bdf5edd3955899df5da4892ed0d5de547a4cfd5b6f \
-    --hash=sha256:9fdf3ca16efcdfbb8800aa88fbab1bc6528e6a0504bcb9cf7af4cb9d50e9f5d9 \
-    --hash=sha256:a91e1a0398120233d5c3b23ccb2d4b78e970d66136f1a7221fa9a53873c3d5c5 \
-    --hash=sha256:a9a211ec2198994cb3600cd46adb335a740f27e4d406b40d48ed7b98d2d2a89b \
-    --hash=sha256:ae73cd2d66b09ef2f2a7d7f93bad396d6abf168d1ee825e403c6c5fb8ae1341c \
-    --hash=sha256:bada24abee6bc6ca438b2e6b68a752fc9b58b67bdcb54008e2bc6330ecb0a777 \
-    --hash=sha256:bc236d1612714cbd80610cf25a6ef92584ff1402e9d5a5c50e926195716f7d22 \
-    --hash=sha256:c5e9762452b163e33cfb6e821f86e45ba0b53bdfcd23ab5d57b48a8f566898cb \
-    --hash=sha256:c65ca639a7abf72d79f22424f4abd18dece1f289a2b7b028a0ca455edd2168d4 \
-    --hash=sha256:c67dde588c0fb89d872931a4ed5f9b4d21c1c70a3d92fdf0812a1de154239816 \
-    --hash=sha256:c9dd58d91220b1c1fe516324bfcf4114566c98e84b1cbbe416abe345c75bd557 \
-    --hash=sha256:cb76e0f3f235d8b1c768b17e771de48775d281713795c3aa045e8114ad61bdda \
-    --hash=sha256:cdb86a4176f2ae23bd4bcd0401ca35d5dad2d1ed0d0dca1ff64480ebe41b75d9 \
-    --hash=sha256:cf5855881884b8467dfcf45764ccf2e4279075be14b155b89c96994bb08d2e6f \
-    --hash=sha256:cf80241b40adffdc3276b2c9fb63a96c6c98b4a9d941892738de8add65083962 \
-    --hash=sha256:cf9e05986b2eb8c5993bce0f911d6cedd15bda30b5e35dd354b1ad1f4cc3599d \
-    --hash=sha256:d0ebdba2fade3f6916fe21fd49e2a0935af4f58c56100a60f3f2eb26e20baee7 \
-    --hash=sha256:dc7ebdbd465d25f29a9cd7ba31c304172351fc85626835385bcb72807d309a9a \
-    --hash=sha256:e2ad917bcdf8dc5ba1e21f01054c991d26862d4d01c3c203a50e907096d558ac \
-    --hash=sha256:e69a2cb1ac7be955c3c77f1def83f410775a81525c9ce2d4c0a3f2a61589ed47 \
-    --hash=sha256:e81a9bd36fe054b6c9fcc53d26bc9a28cf15d1ab52a0f5b854f894116f3a54e1 \
-    --hash=sha256:e851990a68937db5f485cd9f3e760c1fd47fa0f2a99f63a5e2cc880908faf3bb \
-    --hash=sha256:ef3ef22390a892d16286505083ee5b326317b21c255a0c7f744b1290a0b964a6 \
-    --hash=sha256:f77c4fd3f34c53037678020ab4e060da4bbdcae3a428797c7cbec69a6785dc93 \
-    --hash=sha256:f99b3e89220da3244d03c9c5473669c7107d361c129fd9b064622744dee1ce15 \
-    --hash=sha256:fa60637dfae1ee3fc057e420a52cc4ace38cf2c0d1a0451af2a3cba84d281842 \
-    --hash=sha256:fe5341e24dc992b09c258456ac90a09a6d25efdc2cb86dcc91d32c8891e1df9a
-    # via blosc2
-networkx==3.6.1 \
-    --hash=sha256:26b7c357accc0c8cde558ad486283728b65b6a95d85ee1cd66bafab4c8168509 \
-    --hash=sha256:d47fbf302e7d9cbbb9e2555a0d267983d2aa476bac30e90dfbe5669bd57f3762
-    # via pyvis
-numexpr==2.14.1 \
-    --hash=sha256:03130afa04edf83a7b590d207444f05a00363c9b9ea5d81c0f53b1ea13fad55a \
-    --hash=sha256:05f9366d23a2e991fd5a8b5e61a17558f028ba86158a4552f8f239b005cdf83c \
-    --hash=sha256:06855053de7a3a8425429bd996e8ae3c50b57637ad3e757e0fa0602a7874be30 \
-    --hash=sha256:09078ba73cffe94745abfbcc2d81ab8b4b4e9d7bfbbde6cac2ee5dbf38eee222 \
-    --hash=sha256:0d1dcbdc4d0374c0d523cee2f94f06b001623cbc1fd163612841017a3495427c \
-    --hash=sha256:15015d47d3d1487072d58c0e7682ef2eb608321e14099c39d52e2dd689483611 \
-    --hash=sha256:1f1a5e817c534539351aa75d26088e9e1e0ef1b3a6ab484047618a652ccc4fc3 \
-    --hash=sha256:2773ee1133f77009a1fc2f34fe236f3d9823779f5f75450e183137d49f00499f \
-    --hash=sha256:2a381e5e919a745c9503bcefffc1c7f98c972c04ec58fc8e999ed1a929e01ba6 \
-    --hash=sha256:2d03fcb4644a12f70a14d74006f72662824da5b6128bf1bcd10cc3ed80e64c34 \
-    --hash=sha256:2eac7a5a2f70b3768c67056445d1ceb4ecd9b853c8eda9563823b551aeaa5082 \
-    --hash=sha256:33265294376e7e2ae4d264d75b798a915d2acf37b9dd2b9405e8b04f84d05cfc \
-    --hash=sha256:36f8d5c1bd1355df93b43d766790f9046cccfc1e32b7c6163f75bcde682cda07 \
-    --hash=sha256:3a2839efa25f3c8d4133252ea7342d8f81226c7c4dda81f97a57e090b9d87a48 \
-    --hash=sha256:439ec4d57b853792ebe5456e3160312281c3a7071ecac5532ded3278ede614de \
-    --hash=sha256:44f84e0e5af219dbb62a081606156420815890e041b87252fbcea5df55214c4c \
-    --hash=sha256:47041f2f7b9e69498fb311af672ba914a60e6e6d804011caacb17d66f639e659 \
-    --hash=sha256:4be00b1086c7b7a5c32e31558122b7b80243fe098579b170967da83f3152b48b \
-    --hash=sha256:538961096c2300ea44240209181e31fae82759d26b51713b589332b9f2a4117e \
-    --hash=sha256:557887ad7f5d3c2a40fd7310e50597045a68e66b20a77b3f44d7bc7608523b4b \
-    --hash=sha256:587c41509bc373dfb1fe6086ba55a73147297247bedb6d588cda69169fc412f2 \
-    --hash=sha256:5aedf38d4c0c19d3cecfe0334c3f4099fb496f54c146223d30fa930084bc8574 \
-    --hash=sha256:638dce8320f4a1483d5ca4fda69f60a70ed7e66be6e68bc23fb9f1a6b78a9e3b \
-    --hash=sha256:64ae5dfd62d74a3ef82fe0b37f80527247f3626171ad82025900f46ffca4b39a \
-    --hash=sha256:67ea4771029ce818573b1998f5ca416bd255156feea017841b86176a938f7d19 \
-    --hash=sha256:6e575fd3ad41ddf3355d0c7ef6bd0168619dc1779a98fe46693cad5e95d25e6e \
-    --hash=sha256:70d80fcb418a54ca208e9a38e58ddc425c07f66485176b261d9a67c7f2864f73 \
-    --hash=sha256:75440c54fc01e130396650fdf307aa9d41a67dc06ddbfb288971b591c13a395b \
-    --hash=sha256:76db0bc6267e591ab9c4df405ffb533598e4c88239db7338d11ae9e4b368a85a \
-    --hash=sha256:790447be6879a6c51b9545f79612d24c9ea0a41d537a84e15e6a8ddef0b6268e \
-    --hash=sha256:7e87f6d203ac57239de32261c941e9748f9309cbc0da6295eabd0c438b920d3a \
-    --hash=sha256:823cd82c8e7937981339f634e7a9c6a92cb2d0b9d0a5cf627a5e394fffc05377 \
-    --hash=sha256:83647d846d3eeeb9a9255311236135286728b398d0d41d35dedb532dca807fe9 \
-    --hash=sha256:91ebae0ab18c799b0e6b8c5a8d11e1fa3848eb4011271d99848b297468a39430 \
-    --hash=sha256:94c711f6d8f17dfb4606842b403699603aa591ab9f6bf23038b488ea9cfb0f09 \
-    --hash=sha256:955c92b064f9074d2970cf3138f5e3b965be673b82024962ed526f39bc25a920 \
-    --hash=sha256:9f9137f1351b310436662b5dc6f4082a245efa8950c3b0d9008028df92fefb9b \
-    --hash=sha256:9fdcd4735121658a313f878fd31136d1bfc6a5b913219e7274e9fca9f8dac3bb \
-    --hash=sha256:a40b350cd45b4446076fa11843fa32bbe07024747aeddf6d467290bf9011b392 \
-    --hash=sha256:a4ba71db47ea99c659d88ee6233fa77b6dc83392f1d324e0c90ddf617ae3f421 \
-    --hash=sha256:af111c8fe6fc55d15e4c7cab11920fc50740d913636d486545b080192cd0ad73 \
-    --hash=sha256:c5f1b1605695778896534dfc6e130d54a65cd52be7ed2cd0cfee3981fd676bf5 \
-    --hash=sha256:d08856cfc1b440eb1caaa60515235369654321995dd68eb9377577392020f6cb \
-    --hash=sha256:d0fab3fd06a04f6b86102552b26aa5d85e20ac7d8296c15764c726eeabae6cc8 \
-    --hash=sha256:d686dfb2c1382d9e6e0ee0b7647f943c1886dba3adbf606c625479f35f1956c1 \
-    --hash=sha256:db78fa0c9fcbaded3ae7453faf060bd7a18b0dc10299d7fcd02d9362be1213ed \
-    --hash=sha256:dce0b5a0447baa7b44bc218ec2d7dcd175b8eee6083605293349c0c1d9b82fb6 \
-    --hash=sha256:dd72d8c2a165fe45ea7650b16eb8cc1792a94a722022006bb97c86fe51fd2091 \
-    --hash=sha256:dde9fa47ed319e1e1728940a539df3cb78326b7754bc7c6ab3152afc91808f9b \
-    --hash=sha256:e23b87f744e04e302d82ac5e2189ae20a533566aec76a46885376e20b0645bf8 \
-    --hash=sha256:e9b2f957798c67a2428be96b04bce85439bed05efe78eb78e4c2ca43737578e7 \
-    --hash=sha256:ebe4980f9494b9f94d10d2e526edc29e72516698d3bf95670ba79415492212a4 \
-    --hash=sha256:ec368819502b64f190c3f71be14a304780b5935c42aae5bf22c27cc2cbba70b5 \
-    --hash=sha256:ede79f7ff06629f599081de644546ce7324f1581c09b0ac174da88a470d39c21 \
-    --hash=sha256:edea2f20c2040df8b54ee8ca8ebda63de9545b2112872466118e9df4d0ae99f3 \
-    --hash=sha256:eee6d4fbbbc368e6cdd0772734d6249128d957b3b8ad47a100789009f4de7083 \
-    --hash=sha256:fdd886f4b7dbaf167633ee396478f0d0aa58ea2f9e7ccc3c6431019623e8d68f
-    # via
-    #   blosc2
-    #   policyengine-core
-    #   tables
-numpy==2.4.4 \
-    --hash=sha256:07077278157d02f65c43b1b26a3886bce886f95d20aabd11f87932750dfb14ed \
-    --hash=sha256:08f2e31ed5e6f04b118e49821397f12767934cfdd12a1ce86a058f91e004ee50 \
-    --hash=sha256:0aec54fd785890ecca25a6003fd9a5aed47ad607bbac5cd64f836ad8666f4959 \
-    --hash=sha256:0d35aea54ad1d420c812bfa0385c71cd7cc5bcf7c65fed95fc2cd02fe8c79827 \
-    --hash=sha256:0d4e437e295f18ec29bc79daf55e8a47a9113df44d66f702f02a293d93a2d6dd \
-    --hash=sha256:0dfd3f9d3adbe2920b68b5cd3d51444e13a10792ec7154cd0a2f6e74d4ab3233 \
-    --hash=sha256:1378871da56ca8943c2ba674530924bb8ca40cd228358a3b5f302ad60cf875fc \
-    --hash=sha256:15716cfef24d3a9762e3acdf87e27f58dc823d1348f765bbea6bef8c639bfa1b \
-    --hash=sha256:19710a9ca9992d7174e9c52f643d4272dcd1558c5f7af7f6f8190f633bd651a7 \
-    --hash=sha256:23cbfd4c17357c81021f21540da84ee282b9c8fba38a03b7b9d09ba6b951421e \
-    --hash=sha256:2483e4584a1cb3092da4470b38866634bafb223cbcd551ee047633fd2584599a \
-    --hash=sha256:27a8d92cd10f1382a67d7cf4db7ce18341b66438bdd9f691d7b0e48d104c2a9d \
-    --hash=sha256:28a650663f7314afc3e6ec620f44f333c386aad9f6fc472030865dc0ebb26ee3 \
-    --hash=sha256:2aa0613a5177c264ff5921051a5719d20095ea586ca88cc802c5c218d1c67d3e \
-    --hash=sha256:2c194dd721e54ecad9ad387c1d35e63dce5c4450c6dc7dd5611283dda239aabb \
-    --hash=sha256:2d19e6e2095506d1736b7d80595e0f252d76b89f5e715c35e06e937679ea7d7a \
-    --hash=sha256:2d390634c5182175533585cc89f3608a4682ccb173cc9bb940b2881c8d6f8fa0 \
-    --hash=sha256:30caa73029a225b2d40d9fae193e008e24b2026b7ee1a867b7ee8d96ca1a448e \
-    --hash=sha256:42c16925aa5a02362f986765f9ebabf20de75cdefdca827d14315c568dcab113 \
-    --hash=sha256:45dbed2ab436a9e826e302fcdcbe9133f9b0006e5af7168afb8963a6520da103 \
-    --hash=sha256:4636de7fd195197b7535f231b5de9e4b36d2c440b6e566d2e4e4746e6af0ca93 \
-    --hash=sha256:4a19d9dba1a76618dd86b164d608566f393f8ec6ac7c44f0cc879011c45e65af \
-    --hash=sha256:4bbc7f303d125971f60ec0aaad5e12c62d0d2c925f0ab1273debd0e4ba37aba5 \
-    --hash=sha256:4d6d57903571f86180eb98f8f0c839fa9ebbfb031356d87f1361be91e433f5b7 \
-    --hash=sha256:4e874c976154687c1f71715b034739b45c7711bec81db01914770373d125e392 \
-    --hash=sha256:51fc224f7ca4d92656d5a5eb315f12eb5fe2c97a66249aa7b5f562528a3be38c \
-    --hash=sha256:58c8b5929fcb8287cbd6f0a3fae19c6e03a5c48402ae792962ac465224a629a4 \
-    --hash=sha256:5a285b3b96f951841799528cd1f4f01cd70e7e0204b4abebac9463eecfcf2a40 \
-    --hash=sha256:5c70f1cc1c4efbe316a572e2d8b9b9cc44e89b95f79ca3331553fbb63716e2bf \
-    --hash=sha256:62d6b0f03b694173f9fcb1fb317f7222fd0b0b103e784c6549f5e53a27718c44 \
-    --hash=sha256:6a246d5914aa1c820c9443ddcee9c02bec3e203b0c080349533fae17727dfd1b \
-    --hash=sha256:6aa3236c78803afbcb255045fbef97a9e25a1f6c9888357d205ddc42f4d6eba5 \
-    --hash=sha256:6bbe4eb67390b0a0265a2c25458f6b90a409d5d069f1041e6aff1e27e3d9a79e \
-    --hash=sha256:715d1c092715954784bc79e1174fc2a90093dc4dc84ea15eb14dad8abdcdeb74 \
-    --hash=sha256:72944b19f2324114e9dc86a159787333b77874143efcf89a5167ef83cfee8af0 \
-    --hash=sha256:81f4a14bee47aec54f883e0cad2d73986640c1590eb9bfaaba7ad17394481e6e \
-    --hash=sha256:846300f379b5b12cc769334464656bc882e0735d27d9726568bc932fdc49d5ec \
-    --hash=sha256:86b6f55f5a352b48d7fbfd2dbc3d5b780b2d79f4d3c121f33eb6efb22e9a2015 \
-    --hash=sha256:874f200b2a981c647340f841730fc3a2b54c9d940566a3c4149099591e2c4c3d \
-    --hash=sha256:8a87ec22c87be071b6bdbd27920b129b94f2fc964358ce38f3822635a3e2e03d \
-    --hash=sha256:8b3b60bb7cba2c8c81837661c488637eee696f59a877788a396d33150c35d842 \
-    --hash=sha256:8e3ed142f2728df44263aaf5fb1f5b0b99f4070c553a0d7f033be65338329150 \
-    --hash=sha256:93e15038125dc1e5345d9b5b68aa7f996ec33b98118d18c6ca0d0b7d6198b7e8 \
-    --hash=sha256:989824e9faf85f96ec9c7761cd8d29c531ad857bfa1daa930cba85baaecf1a9a \
-    --hash=sha256:99d838547ace2c4aace6c4f76e879ddfe02bb58a80c1549928477862b7a6d6ed \
-    --hash=sha256:9b2aec6af35c113b05695ebb5749a787acd63cafc83086a05771d1e1cd1e555f \
-    --hash=sha256:9c585a1790d5436a5374bac930dad6ed244c046ed91b2b2a3634eb2971d21008 \
-    --hash=sha256:a7164afb23be6e37ad90b2f10426149fd75aee07ca55653d2aa41e66c4ef697e \
-    --hash=sha256:ac6b31e35612a26483e20750126d30d0941f949426974cace8e6b5c58a3657b0 \
-    --hash=sha256:ad2e2ef14e0b04e544ea2fa0a36463f847f113d314aa02e5b402fdf910ef309e \
-    --hash=sha256:b268594bccac7d7cf5844c7732e3f20c50921d94e36d7ec9b79e9857694b1b2f \
-    --hash=sha256:b5f0362dc928a6ecd9db58868fca5e48485205e3855957bdedea308f8672ea4a \
-    --hash=sha256:ba1f4fc670ed79f876f70082eff4f9583c15fb9a4b89d6188412de4d18ae2f40 \
-    --hash=sha256:ba203255017337d39f89bdd58417f03c4426f12beed0440cfd933cb15f8669c7 \
-    --hash=sha256:c901b15172510173f5cb310eae652908340f8dede90fff9e3bf6c0d8dfd92f83 \
-    --hash=sha256:c9b39d38a9bd2ae1becd7eac1303d031c5c110ad31f2b319c6e7d98b135c934d \
-    --hash=sha256:d2a8490669bfe99a233298348acc2d824d496dee0e66e31b66a6022c2ad74a5c \
-    --hash=sha256:dddbbd259598d7240b18c9d87c56a9d2fb3b02fe266f49a7c101532e78c1d871 \
-    --hash=sha256:df3775294accfdd75f32c74ae39fcba920c9a378a2fc18a12b6820aa8c1fb502 \
-    --hash=sha256:e44319a2953c738205bf3354537979eaa3998ed673395b964c1176083dd46252 \
-    --hash=sha256:e4a010c27ff6f210ff4c6ef34394cd61470d01014439b192ec22552ee867f2a8 \
-    --hash=sha256:e823b8b6edc81e747526f70f71a9c0a07ac4e7ad13020aa736bb7c9d67196115 \
-    --hash=sha256:e892aff75639bbef0d2a2cfd55535510df26ff92f63c92cd84ef8d4ba5a5557f \
-    --hash=sha256:eea7ac5d2dce4189771cedb559c738a71512768210dc4e4753b107a2048b3d0e \
-    --hash=sha256:ef4059d6e5152fa1a39f888e344c73fdc926e1b2dd58c771d67b0acfbf2aa67d \
-    --hash=sha256:f169b9a863d34f5d11b8698ead99febeaa17a13ca044961aa8e2662a6c7766a0 \
-    --hash=sha256:f2cf083b324a467e1ab358c105f6cad5ea950f50524668a80c486ff1db24e119 \
-    --hash=sha256:f8474c4241bc18b750be2abea9d7a9ec84f46ef861dbacf86a4f6e043401f79e \
-    --hash=sha256:f983334aea213c99992053ede6168500e5f086ce74fbc4acc3f2b00f5762e9db \
-    --hash=sha256:f9e75681b59ddaa5e659898085ae0eaea229d054f2ac0c7e563a62205a700121 \
-    --hash=sha256:fbc356aae7adf9e6336d336b9c8111d390a05df88f1805573ebb0807bd06fd1d \
-    --hash=sha256:fcfe2045fd2e8f3cb0ce9d4ba6dba6333b8fa05bb8a4939c908cd43322d14c7e
-    # via
-    #   blosc2
-    #   h5py
-    #   microdf-python
-    #   numexpr
-    #   pandas
-    #   policyengine-core
-    #   spm-calculator
-    #   tables
-openpyxl==3.1.5 \
-    --hash=sha256:5282c12b107bffeef825f4617dc029afaf41d0ea60823bbb665ef3079dc79de2 \
-    --hash=sha256:cf0e3cf56142039133628b5acffe8ef0c12bc902d2aadd3e0fe5878dc08d1050
-    # via spm-calculator
-packaging==26.2 \
-    --hash=sha256:5fc45236b9446107ff2415ce77c807cee2862cb6fac22b8a73826d0693b0980e \
-    --hash=sha256:ff452ff5a3e828ce110190feff1178bb1f2ea2281fa2075aadb987c2fb221661
-    # via
-    #   huggingface-hub
-    #   plotly
-    #   policyengine
-    #   pytest
-    #   tables
-    #   wheel
-pandas==3.0.2 \
-    --hash=sha256:01f31a546acd5574ef77fe199bc90b55527c225c20ccda6601cf6b0fd5ed597c \
-    --hash=sha256:0555c5882688a39317179ab4a0ed41d3ebc8812ab14c69364bbee8fb7a3f6288 \
-    --hash=sha256:07a10f5c36512eead51bc578eb3354ad17578b22c013d89a796ab5eee90cd991 \
-    --hash=sha256:08504503f7101300107ecdc8df73658e4347586db5cfdadabc1592e9d7e7a0fd \
-    --hash=sha256:0f48afd9bb13300ffb5a3316973324c787054ba6665cda0da3fbd67f451995db \
-    --hash=sha256:140f0cffb1fa2524e874dde5b477d9defe10780d8e9e220d259b2c0874c89d9d \
-    --hash=sha256:232a70ebb568c0c4d2db4584f338c1577d81e3af63292208d615907b698a0f18 \
-    --hash=sha256:32cc41f310ebd4a296d93515fcac312216adfedb1894e879303987b8f1e2b97d \
-    --hash=sha256:339dda302bd8369dedeae979cb750e484d549b563c3f54f3922cb8ff4978c5eb \
-    --hash=sha256:4544c7a54920de8eeacaa1466a6b7268ecfbc9bc64ab4dbb89c6bbe94d5e0660 \
-    --hash=sha256:4d888a5c678a419a5bb41a2a93818e8ed9fd3172246555c0b37b7cc27027effd \
-    --hash=sha256:5371b72c2d4d415d08765f32d689217a43227484e81b2305b52076e328f6f482 \
-    --hash=sha256:57a07209bebcbcf768d2d13c9b78b852f9a15978dac41b9e6421a81ad4cdd276 \
-    --hash=sha256:5880314e69e763d4c8b27937090de570f1fb8d027059a7ada3f7f8e98bdcb677 \
-    --hash=sha256:5d3cfe227c725b1f3dff4278b43d8c784656a42a9325b63af6b1492a8232209e \
-    --hash=sha256:5fdbfa05931071aba28b408e59226186b01eb5e92bea2ab78b65863ca3228d84 \
-    --hash=sha256:60a80bb4feacbef5e1447a3f82c33209c8b7e07f28d805cfd1fb951e5cb443aa \
-    --hash=sha256:61c2fd96d72b983a9891b2598f286befd4ad262161a609c92dc1652544b46b76 \
-    --hash=sha256:63d141b56ef686f7f0d714cfb8de4e320475b86bf4b620aa0b7da89af8cbdbbb \
-    --hash=sha256:6c4d8458b97a35717b62469a4ea0e85abd5ed8687277f5ccfc67f8a5126f8c53 \
-    --hash=sha256:710246ba0616e86891b58ab95f2495143bb2bc83ab6b06747c74216f583a6ac9 \
-    --hash=sha256:734be7551687c00fbd760dc0522ed974f82ad230d4a10f54bf51b80d44a08702 \
-    --hash=sha256:7cadd7e9a44ec13b621aec60f9150e744cfc7a3dd32924a7e2f45edff31823b0 \
-    --hash=sha256:81526c4afd31971f8b62671442a4b2b51e0aa9acc3819c9f0f12a28b6fcf85f1 \
-    --hash=sha256:970762605cff1ca0d3f71ed4f3a769ea8f85fc8e6348f6e110b8fea7e6eb5a14 \
-    --hash=sha256:a3096110bf9eac0070b7208465f2740e2d8a670d5cb6530b5bb884eca495fd39 \
-    --hash=sha256:a4785e1d6547d8427c5208b748ae2efb64659a21bd82bf440d4262d02bfa02a4 \
-    --hash=sha256:a727a73cbdba2f7458dc82449e2315899d5140b449015d822f515749a46cbbe0 \
-    --hash=sha256:ae37e833ff4fed0ba352f6bdd8b73ba3ab3256a85e54edfd1ab51ae40cca0af8 \
-    --hash=sha256:aff4e6f4d722e0652707d7bcb190c445fe58428500c6d16005b02401764b1b3d \
-    --hash=sha256:b35d14bb5d8285d9494fe93815a9e9307c0876e10f1e8e89ac5b88f728ec8dcf \
-    --hash=sha256:b444dc64c079e84df91baa8bf613d58405645461cabca929d9178f2cd392398d \
-    --hash=sha256:b5329e26898896f06035241a626d7c335daa479b9bbc82be7c2742d048e41172 \
-    --hash=sha256:b5918ba197c951dec132b0c5929a00c0bf05d5942f590d3c10a807f6e15a57d3 \
-    --hash=sha256:b75c347eff42497452116ce05ef461822d97ce5b9ff8df6edacb8076092c855d \
-    --hash=sha256:c3b723df9087a9a9a840e263ebd9f88b64a12075d1bf2ea401a5a42f254f084d \
-    --hash=sha256:c934008c733b8bbea273ea308b73b3156f0181e5b72960790b09c18a2794fe1e \
-    --hash=sha256:d1478075142e83a5571782ad007fb201ed074bdeac7ebcc8890c71442e96adf7 \
-    --hash=sha256:d606a041c89c0a474a4702d532ab7e73a14fe35c8d427b972a625c8e46373668 \
-    --hash=sha256:db0dbfd2a6cdf3770aa60464d50333d8f3d9165b2f2671bcc299b72de5a6677b \
-    --hash=sha256:dbbd4aa20ca51e63b53bbde6a0fa4254b1aaabb74d2f542df7a7959feb1d760c \
-    --hash=sha256:dbc20dea3b9e27d0e66d74c42b2d0c1bed9c2ffe92adea33633e3bedeb5ac235 \
-    --hash=sha256:deeca1b5a931fdf0c2212c8a659ade6d3b1edc21f0914ce71ef24456ca7a6535 \
-    --hash=sha256:ed72cb3f45190874eb579c64fa92d9df74e98fd63e2be7f62bce5ace0ade61df \
-    --hash=sha256:ef8b27695c3d3dc78403c9a7d5e59a62d5464a7e1123b4e0042763f7104dc74f \
-    --hash=sha256:f12b1a9e332c01e09510586f8ca9b108fd631fd656af82e452d7315ef6df5f9f \
-    --hash=sha256:f4753e73e34c8d83221ba58f232433fca2748be8b18dbca02d242ed153945043 \
-    --hash=sha256:f8d68083e49e16b84734eb1a4dcae4259a75c90fb6e2251ab9a00b61120c06ab
-    # via
-    #   microdf-python
-    #   policyengine
-    #   policyengine-core
-    #   policyengine-us
-    #   spm-calculator
-parso==0.8.7 \
-    --hash=sha256:a8926eb2a1b915486941fdbd31e86a4baf88fe8c210f25f2f35ecec5b574ca1c \
-    --hash=sha256:eaaac4c9fdd5e9e8852dc778d2d7405897ec510f2a298071453e5e3a07914bb1
-    # via jedi
-pexpect==4.9.0 ; sys_platform != 'emscripten' and sys_platform != 'win32' \
-    --hash=sha256:7236d1e080e4936be2dc3e326cec0af72acf9212a7e1d060210e70a47e253523 \
-    --hash=sha256:ee7d41123f3c9911050ea2c2dac107568dc43b2d3b0c7557a33212c398ead30f
-    # via ipython
-plotly==5.24.1 \
-    --hash=sha256:dbc8ac8339d248a4bcc36e08a5659bacfe1b079390b8953533f4eb22169b4bae \
-    --hash=sha256:f67073a1e637eb0dc3e46324d9d51e2fe76e9727c892dde64ddf1e1b51f29089
-    # via policyengine-core
-pluggy==1.6.0 \
-    --hash=sha256:7dcc130b76258d33b90f61b658791dede3486c3e6bfb003ee5c9bfb396dd22f3 \
-    --hash=sha256:e920276dd6813095e9377c0bc5566d94c932c33b27a3e3945d8389c374dd4746
-    # via pytest
-policyengine==4.4.2 \
-    --hash=sha256:403303224e94665521f7d648a54918df8f28c56b97a83d29799d66cfd92bb7a2 \
-    --hash=sha256:8f3273f1908352b24b0958527899d2444ade515b7e5cf94c1fb7b798604099c2
-    # via -r /var/folders/qf/7fglpnr94wsc5xgbqkp80xbw0000gn/T/tmpds1l6n77/requirements.in
-policyengine-core==3.26.1 \
-    --hash=sha256:185374b3c1fe13dc951637c49a9853211ca61a8a9971eb9cc4c4b07b1477240a \
-    --hash=sha256:dc4e3007bcd137cbe608042d067cedb889a9b8671db3d08c8e237f1ac3e324b4
-    # via
-    #   -r /var/folders/qf/7fglpnr94wsc5xgbqkp80xbw0000gn/T/tmpds1l6n77/requirements.in
-    #   policyengine-uk
-    #   policyengine-us
-policyengine-uk==2.88.14 \
-    --hash=sha256:21a4387ae52dcb5430b6d790edcc321816ed47147a3a0e21ffd482a36834d352 \
-    --hash=sha256:ed10005ba7d0c973c0966ebbf7672853fb3caaa0456b8bf485fb13f8c323d975
-    # via -r /var/folders/qf/7fglpnr94wsc5xgbqkp80xbw0000gn/T/tmpds1l6n77/requirements.in
-policyengine-us==1.687.0 \
-    --hash=sha256:cac7da3aa9ba4bf57009eee75d798217bbef7e1c5ca17646d472fad715ab634f \
-    --hash=sha256:eb73607fcc54d72429af3830456f83b9ec9dd84161b6cfa86402637dfeb19fa7
-    # via -r /var/folders/qf/7fglpnr94wsc5xgbqkp80xbw0000gn/T/tmpds1l6n77/requirements.in
-prompt-toolkit==3.0.52 \
-    --hash=sha256:28cde192929c8e7321de85de1ddbe736f1375148b02f2e17edd840042b1be855 \
-    --hash=sha256:9aac639a3bbd33284347de5ad8d68ecc044b91a762dc39b7c21095fcd6a19955
-    # via ipython
-psutil==6.1.1 \
-    --hash=sha256:018aeae2af92d943fdf1da6b58665124897cfc94faa2ca92098838f83e1b1bca \
-    --hash=sha256:0bdd4eab935276290ad3cb718e9809412895ca6b5b334f5a9111ee6d9aff9377 \
-    --hash=sha256:1924e659d6c19c647e763e78670a05dbb7feaf44a0e9c94bf9e14dfc6ba50468 \
-    --hash=sha256:33431e84fee02bc84ea36d9e2c4a6d395d479c9dd9bba2376c1f6ee8f3a4e0b3 \
-    --hash=sha256:384636b1a64b47814437d1173be1427a7c83681b17a450bfc309a1953e329603 \
-    --hash=sha256:6d4281f5bbca041e2292be3380ec56a9413b790579b8e593b1784499d0005dac \
-    --hash=sha256:8be07491f6ebe1a693f17d4f11e69d0dc1811fa082736500f649f79df7735303 \
-    --hash=sha256:8df0178ba8a9e5bc84fed9cfa61d54601b371fbec5c8eebad27575f1e105c0d4 \
-    --hash=sha256:97f7cb9921fbec4904f522d972f0c0e1f4fabbdd4e0287813b21215074a0f160 \
-    --hash=sha256:9ccc4316f24409159897799b83004cb1e24f9819b0dcf9c0b68bdcb6cefee6a8 \
-    --hash=sha256:b6e06c20c05fe95a3d7302d74e7097756d4ba1247975ad6905441ae1b5b66003 \
-    --hash=sha256:c777eb75bb33c47377c9af68f30e9f11bc78e0f07fbf907be4a5d70b2fe5f030 \
-    --hash=sha256:ca9609c77ea3b8481ab005da74ed894035936223422dc591d6772b147421f777 \
-    --hash=sha256:cf8496728c18f2d0b45198f06895be52f36611711746b7f30c464b422b50e2f5 \
-    --hash=sha256:eaa912e0b11848c4d9279a93d7e2783df352b082f40111e078388701fd479e53 \
-    --hash=sha256:f35cfccb065fff93529d2afb4a2e89e363fe63ca1e4a5da22b603a85833c2649 \
-    --hash=sha256:fc0ed7fe2231a444fc219b9c42d0376e0a9a1a72f16c5cfa0f68d19f1a0663e8
-    # via
-    #   policyengine
-    #   policyengine-core
-ptyprocess==0.7.0 ; sys_platform != 'emscripten' and sys_platform != 'win32' \
-    --hash=sha256:4b41f3967fce3af57cc7e94b888626c18bf37a083e3651ca8feeb66d492fef35 \
-    --hash=sha256:5c5d0a3b48ceee0b48485e0c26037c0acd7d29765ca3fbb5cb3831d347423220
-    # via pexpect
-pure-eval==0.2.3 \
-    --hash=sha256:1db8e35b67b3d218d818ae653e27f06c3aa420901fa7b081ca98cbedc874e0d0 \
-    --hash=sha256:5f4e983f40564c576c7c8635ae88db5956bb2229d7e9237d03b3c0b0190eaf42
-    # via stack-data
-py-cpuinfo==9.0.0 \
-    --hash=sha256:3cdbbf3fac90dc6f118bfd64384f309edeadd902d7c8fb17f02ffa1fc3f49690 \
-    --hash=sha256:859625bc251f64e21f077d099d4162689c762b5d6a4c3c97553d56241c9674d5
-    # via tables
-pydantic==2.13.4 \
-    --hash=sha256:45a282cde31d808236fd7ea9d919b128653c8b38b393d1c4ab335c62924d9aba \
-    --hash=sha256:c40756b57adaa8b1efeeced5c196f3f3b7c435f90e84ea7f443901bec8099ef6
-    # via
-    #   blosc2
-    #   policyengine
-    #   policyengine-uk
-pydantic-core==2.46.4 \
-    --hash=sha256:00c603d540afdd6b80eb39f078f33ebd46211f02f33e34a32d9f053bba711de0 \
-    --hash=sha256:0186750b482eefa11d7f435892b09c5c606193ef3375bcf94aa00ae6bfb66262 \
-    --hash=sha256:041bde0a48fd37cf71cab1c9d56d3e8625a3793fef1f7dd232b3ff37e978ecda \
-    --hash=sha256:0c563b08bca408dc7f65f700633d8442fffb2421fc47b8101377e9fd65051ff0 \
-    --hash=sha256:0cbe8b01f948de4286c74cdd6c667aceb38f5c1e26f0693b3983d9d74887c65e \
-    --hash=sha256:0ce40cd7b21210e99342afafbd4d0f76d784eb5b1d60f3bdc566be4983c6c73b \
-    --hash=sha256:0e96592440881c74a213e5ad528e2b24d3d4f940de2766bed9010ab1d9e51594 \
-    --hash=sha256:10e17cbb10a330363733efc4d7c4d0dd827ac0909b8f6a6542298fed1ea62f29 \
-    --hash=sha256:133878133d271ade3d41d1bfb2a45ec38dbdbda40bc065921c6b04e4630127e2 \
-    --hash=sha256:14d4edf427bdcf950a8a02d7cb44a08614388dd6e1bdcbf4f67504fa7887da9c \
-    --hash=sha256:14f4c5d6db102bd796a627bbb3a17b4cf4574b9ae861d8b7c9a9661c6dd3362d \
-    --hash=sha256:17299feefe090f2caa5b8e37222bb5f663e4935a8bfa6931d4102e5df1a9f398 \
-    --hash=sha256:184c081504d17f1c1066e430e117142b2c77d9448a97f7b65c6ac9fd9aee238d \
-    --hash=sha256:18e5ceec2ab67e6d5f1a9085e5a24c9c4e2ac4545730bfe668680bca05e555f3 \
-    --hash=sha256:19e51f073cd3df251856a8a4189fbdf1de4012c3ebacfb1884f94f1eb406079f \
-    --hash=sha256:1a7dd0b3ee80d90150e3495a3a13ac34dbcbfd4f012996a6a1d8900e91b5c0fb \
-    --hash=sha256:1d8ba486450b14f3b1d63bc521d410ec7565e52f887b9fb671791886436a42f7 \
-    --hash=sha256:2108ba5c1c1eca18030634489dc544844144ee36357f2f9f780b93e7ddbb44b5 \
-    --hash=sha256:228ee9bae8bef5b1e97ec58302f80357c37199e0d0a99174e138d28e6957b9d9 \
-    --hash=sha256:23ace664830ee0bfe014a0c7bc248b1f7f25ed7ad103852c317624a1083af462 \
-    --hash=sha256:2412e734dcb48da14d4e4006b82b46b74f2518b8a26ee7e58c6844a6cd6d03c4 \
-    --hash=sha256:29c61fc04a3d840155ff08e475a04809278972fe6aef51e2720554e96367e34b \
-    --hash=sha256:2f84c03c8607173d16b5a854ec68a2f9079ae03237a54fb506d13af47e1d018d \
-    --hash=sha256:3009f12e4e90b7f88b4f9adb1b0c4a3d58fe7820f3238c190047209d148026df \
-    --hash=sha256:3245406455a5d98187ec35530fd772b1d799b26667980872c8d4614991e2c4a2 \
-    --hash=sha256:3447661d99f75a3683a4cf5c87da72f2161964611864dbbeac7fbb118bb4bfc0 \
-    --hash=sha256:372429a130e469c9cd698925ce5fc50940b7a1336b0d82038e63d5bbc4edc519 \
-    --hash=sha256:395aebd9183f9d112f569aeb5b2214d1a10a33bec8456447f7fbdfa51d38d4cd \
-    --hash=sha256:3a233125ac121aa3ffba9a2b59edfc4a985a76092dc8279586ab4b71390875e7 \
-    --hash=sha256:3be77f45df024d789a672ae34f8b06fb346c4f9f46ea714956660ea4862e89ac \
-    --hash=sha256:3bf92c5d0e00fefaab325a4d27828fe6b6e2a21848686b5b60d2d9eeb09d76c6 \
-    --hash=sha256:3ecbc122d18468d06ca279dc26a8c2e2d5acb10943bb35e36ae92096dc3b5565 \
-    --hash=sha256:3fb702cd90b0446a3a1c5e470bfa0dd23c0233b676a9099ddcc964fa6ca13898 \
-    --hash=sha256:428e04521a40150c85216fc8b85e8d39fece235a9cf5e383761238c7fa9b96fb \
-    --hash=sha256:432c179df7874eeb73307aad2df0755e1ae0efa61ff0ea89b93e194411ae3928 \
-    --hash=sha256:4a05d69cba51d852c5c3e92758653245a50c0b646ced0cf05bd793ed592839d6 \
-    --hash=sha256:4c63ebc82684aa89d9a3bcbd13d515b3be44250dc68dd3bd81526c1cb31286c3 \
-    --hash=sha256:4fc73cb559bdb54b1134a706a2802a4cddd27a0633f5abb7e53056268751ac6a \
-    --hash=sha256:4fcbe087dbc2068af7eda3aa87634eba216dbda64d1ae73c8684b621d33f6596 \
-    --hash=sha256:56cb4851bcaf3d117eddcef4fe66afd750a50274b0da8e22be256d10e5611987 \
-    --hash=sha256:5855698a4856556d86e8e6cd8434bc3ac0314ee8e12089ae0e143f64c6256e4e \
-    --hash=sha256:5a4330cdbc57162e4b3aa303f588ba752257694c9c9be3e7ebb11b4aca659b5d \
-    --hash=sha256:5b712b53160b79a5850310b912a5ef8e57e56947c8ad690c227f5c9d7e561712 \
-    --hash=sha256:5d5902252db0d3cedf8d4a1bc68f70eeb430f7e4c7104c8c476753519b423008 \
-    --hash=sha256:617d7e2ca7dcb8c5cf6bcb8c59b8832c94b36196bbf1cbd1bfb56ed341905edd \
-    --hash=sha256:62f875393d7f270851f20523dd2e29f082bcc82292d66db2b64ea71f64b6e1c1 \
-    --hash=sha256:633147d34cf4550417f12e2b1a0383973bdf5cdfde212cb09e9a581cf10820be \
-    --hash=sha256:66ce7632c22d837c95301830e111ad0128a32b8207533b60896a96c4915192ea \
-    --hash=sha256:6b3ace8194b0e5204818c92802dcdca7fc6d88aabbb799d7c795540d9cd6d292 \
-    --hash=sha256:6f2eeda33a839975441c86a4119e1383c50b47faf0cbb5176985565c6bb02c33 \
-    --hash=sha256:7027560ee92211647d0d34e3f7cd6f50da56399d26a9c8ad0da286d3869a53f3 \
-    --hash=sha256:7283d57845ecf5a163403eb0702dfc220cc4fbdd18919cb5ccea4f95ee1cdab4 \
-    --hash=sha256:7a5f930472650a82629163023e630d160863fce524c616f4e5186e5de9d9a49b \
-    --hash=sha256:7bfb192b3f4b9e8a89b6277b6ce787564f62cfd272055f6e685726b111dc7826 \
-    --hash=sha256:811ff8e9c313ab425368bcbb36e5c4ebd7108c2bbf4e4089cfbb0b01eff63fac \
-    --hash=sha256:8233f2947cf85404441fd7e0085f53b10c93e0ee78611099b5c7237e36aacbf7 \
-    --hash=sha256:82cf5301172168103724d49a1444d3378cb20cdee30b116a1bd6031236298a5d \
-    --hash=sha256:8358a950c8909158e3df31538a7e4edc2d7265a7c54b47f0864d9e5bae9dcebf \
-    --hash=sha256:85bb3611ff1802f3ee7fdd7dbff26b56f343fb432d57a4728fdd49b6ef35e2f4 \
-    --hash=sha256:86e1a4418c6cd97d60c95c71164158eaf7324fae7b0923264016baa993eba6fc \
-    --hash=sha256:8b9bab013d1c7a79d3501ff86d0bc9c31bf587db4551677b96bec07df78c6b15 \
-    --hash=sha256:8c5dac79fa1614d1e06ca695109c6105923bd9c7d1d6c918d4e637b7e6b32fd3 \
-    --hash=sha256:8d0820e8192167f80d88d64038e609c31452eeca865b4e1d9950a27a4609b00b \
-    --hash=sha256:8daafc69c93ee8a0204506a3b6b30f586ef54028f52aeeeb5c4cfc5184fd5914 \
-    --hash=sha256:9037063db01f09b09e237c282b6792bd4da634b5402c4e7f0c61effed7701a04 \
-    --hash=sha256:905a0ed8ea6f2d61c1738835f99b699348d7857379083e5fc497fa0c967a407c \
-    --hash=sha256:90884113d8b48f760e9587002789ddd741e76ab9f89518cd1e43b1f1a52ec44b \
-    --hash=sha256:91a06d2e259ecfbd8c901d70c3c507900458498142b3026a296b7de4d1322cc9 \
-    --hash=sha256:926c9541b14b12b1681dca8a0b75feb510b06c6341b70a8e500c2fdcff837cce \
-    --hash=sha256:9401557acd873c3a7f3eb9383edef8ac4968f9510e340f4808d427e75667e7b4 \
-    --hash=sha256:9551187363ffc0de2a00b2e47c25aeaeb1020b69b668762966df15fc5659dd5a \
-    --hash=sha256:962ccbab7b642487b1d8b7df90ef677e03134cf1fd8880bf698649b22a69371f \
-    --hash=sha256:97e7cf2be5c77b7d1a9713a05605d49460d02c6078d38d8bef3cbe323c548424 \
-    --hash=sha256:9aa768456404a8bf48a4406685ac2bec8e72b62c69313734fa3b73cf33b3a894 \
-    --hash=sha256:9bc519fbf2b7578398853d815009ae5e4d4603d12f4e3f91da8c06852d3da3e9 \
-    --hash=sha256:9d56801be94b86a9da183e5f3766e6310752b99ff647e38b09a9500d88e46e76 \
-    --hash=sha256:9f444c499b3eefd3a92e348059471ea0c3a6e303d9c1cec09fa748fd9f895201 \
-    --hash=sha256:9fa8ae11da9e2b3126c6426f147e0fba88d96d65921799bb30c6abd1cb2c97fb \
-    --hash=sha256:a0f62d0a58f4e7da165457e995725421e0064f2255d8eccebc49f41bbc23b109 \
-    --hash=sha256:a396dcc17e5a0b164dbe026896245a4fa9ff402edca1dff0be3d53a517f74de4 \
-    --hash=sha256:aaa2a54443eff1950ba5ddc6b6ccda0d9c84a364276a62f969bdf2a390650848 \
-    --hash=sha256:ad785e92e6dc634c21555edc8bd6b64957ab844541bcb96a1366c202951ae526 \
-    --hash=sha256:af8244b2bef6aaad6d92cda81372de7f8c8d36c9f0c3ea36e827c60e7d9467a0 \
-    --hash=sha256:b078afbc25f3a1436c7a1d2cd3e322497ee99615ba97c563566fdf46aff1ee01 \
-    --hash=sha256:b2f69dec1725e79a012d920df1707de5caf7ed5e08f3be4435e25803efc47458 \
-    --hash=sha256:b8458003118a712e66286df6a707db01c52c0f52f7db8e4a38f0da1d3b94fc4e \
-    --hash=sha256:bb63e0198ca18aad131c089b9204c23079c3afa95487e561f4c522d519e55aba \
-    --hash=sha256:bfec22eab3c8cc2ceec0248aec886624116dc079afa027ecc8ad4a7e62010f8a \
-    --hash=sha256:c1747f85cee84c26985853c6f3d9bd3e75da5212912443fa111c113b9c246f39 \
-    --hash=sha256:c1b3f518abeca3aa13c712fd202306e145abf59a18b094a6bafb2d2bbf59192c \
-    --hash=sha256:c50f2528cf200c5eed56faf3f4e22fcd5f38c157a8b78576e6ba3168ec35f000 \
-    --hash=sha256:c68fcd102d71ea85c5b2dfac3f4f8476eff42a9e078fd5faefff6d145063536b \
-    --hash=sha256:c7a7bd4e39e8e4c12c39cd480356842b6a8a06e41b23a55a5e3e191718838ddf \
-    --hash=sha256:c94f0688e7b8d0a67abf40e57a7eaaecd17cc9586706a31b76c031f63df052b4 \
-    --hash=sha256:cbaf13819775b7f769bf4a1f066cb6df7a28d4480081a589828ef190226881cd \
-    --hash=sha256:cd2213145bcc2ba85884d0ac63d222fece9209678f77b9b4d76f054c561adb28 \
-    --hash=sha256:ce5c1d2a8b27468f433ca974829c44060b8097eedc39933e3c206a90ee49c4a9 \
-    --hash=sha256:d396ec2b979760aaf3218e76c24e65bd0aca24983298653b3a9d7a45f9e47b30 \
-    --hash=sha256:d51026d73fcfd93610abc7b27789c26b313920fcfb20e27462d74a7f8b06e983 \
-    --hash=sha256:d80ee3d731373b24cebbc10d689ca4ee1875caf0d5703a245db18efd4dd37fc1 \
-    --hash=sha256:d995260fdf4e1db774581b4900e0f832abe3c7c84996726bbc161b19c8f29e76 \
-    --hash=sha256:da4b951fe36dc7c3a1ccb4e3cd1747c3542b8c9ceede8fc86cae054e764485f5 \
-    --hash=sha256:daa27d92c36f24388fe3ad306b174781c747627f134452e4f128ea00ce1fe8c4 \
-    --hash=sha256:db06ffe51636ffe9ca531fe9023dd64bdd794be8754cb5df57c5498ae5b518a7 \
-    --hash=sha256:e0d65b8c354be7fb5f720c3caa8bc940bc2d20ce749c8e06135f07f8ed95dd7c \
-    --hash=sha256:e68b7a074f65a2fd746c52a7ce6142ab7006074ac269ace0c25cd8ba171f8066 \
-    --hash=sha256:e739fee756ba1010f8bcccb534252e85a35fe45ae92c295a06059ce58b74ccd3 \
-    --hash=sha256:e846ae7835bf0703ae43f534ab79a867146dadd59dc9ca5c8b53d5c8f7c9ef02 \
-    --hash=sha256:e9c26f834c65f5752f3f06cb08cb86a913ceb7274d0db6e267808a708b46bc89 \
-    --hash=sha256:ea793e075b70290d89d8142074262885d3f7da19634845135751bd6344f73b50 \
-    --hash=sha256:f027324c56cd5406ca49c124b0db10e56c69064fec039acc571c29020cc87c76 \
-    --hash=sha256:f13a646d65d09fbf1bc6b3a9635d30095c8e7e5cc419ff35ecc563c5fd04cd49 \
-    --hash=sha256:f47286a97f0bc9b8859519809077b91b2cefe4ae47fcbf5e466a009c1c5d742b \
-    --hash=sha256:f747929cf940cddb5b3668a390056ddd5ba2e5010615ea2dcf4f9c4f3ab8791d \
-    --hash=sha256:f99626688942fb746e545232e7726926f3be91b5975f8b55327665fafda991c7 \
-    --hash=sha256:f9fa868638bf362d3d138ea55829cefb3d5f4b0d7f142234382a15e2485dbec4 \
-    --hash=sha256:fbdb89b3e1c94a30cc5edfce477c6e6a5dc4d8f84665b455c27582f211a1c72c \
-    --hash=sha256:fc010ab034c8c7452522748bf937df58020d256ccae0874463d1f4d01758af8e \
-    --hash=sha256:fc3e9034a63de20e15e8ade85358bc6efc614008cab72898b4b4952bea0509ff \
-    --hash=sha256:fd8b3d9fd264be37976686c7f65cd52a83f5e84f4bfd2adf9c1d469676bbb6ae
-    # via pydantic
-pygments==2.20.0 \
-    --hash=sha256:6757cd03768053ff99f3039c1a36d6c0aa0b263438fcab17520b30a303a82b5f \
-    --hash=sha256:81a9e26dd42fd28a23a2d169d86d7ac03b46e2f8b59ed4698fb4785f946d0176
-    # via
-    #   ipython
-    #   pytest
-    #   rich
-pytest==8.4.2 \
-    --hash=sha256:86c0d0b93306b961d58d62a4db4879f27fe25513d4b969df351abdddb3c30e01 \
-    --hash=sha256:872f880de3fc3a5bdc88a11b39c9710c3497a547cfa9320bc3c5e62fbf272e79
-    # via policyengine-core
-python-dateutil==2.9.0.post0 \
-    --hash=sha256:37dd54208da7e1cd875388217d5e00ebd4179249f90fb72437e91a35459a0ad3 \
-    --hash=sha256:a8b2bc7bffae282281c8140a97d3aa9c14da0b136dfe83f850eea9a5f7470427
-    # via pandas
-pyvis==0.3.2 \
-    --hash=sha256:5720c4ca8161dc5d9ab352015723abb7a8bb8fb443edeb07f7a322db34a97555
-    # via policyengine-core
-pyyaml==6.0.3 \
-    --hash=sha256:00c4bdeba853cc34e7dd471f16b4114f4162dc03e6b7afcc2128711f0eca823c \
-    --hash=sha256:0150219816b6a1fa26fb4699fb7daa9caf09eb1999f3b70fb6e786805e80375a \
-    --hash=sha256:02893d100e99e03eda1c8fd5c441d8c60103fd175728e23e431db1b589cf5ab3 \
-    --hash=sha256:02ea2dfa234451bbb8772601d7b8e426c2bfa197136796224e50e35a78777956 \
-    --hash=sha256:0f29edc409a6392443abf94b9cf89ce99889a1dd5376d94316ae5145dfedd5d6 \
-    --hash=sha256:10892704fc220243f5305762e276552a0395f7beb4dbf9b14ec8fd43b57f126c \
-    --hash=sha256:16249ee61e95f858e83976573de0f5b2893b3677ba71c9dd36b9cf8be9ac6d65 \
-    --hash=sha256:1d37d57ad971609cf3c53ba6a7e365e40660e3be0e5175fa9f2365a379d6095a \
-    --hash=sha256:1ebe39cb5fc479422b83de611d14e2c0d3bb2a18bbcb01f229ab3cfbd8fee7a0 \
-    --hash=sha256:214ed4befebe12df36bcc8bc2b64b396ca31be9304b8f59e25c11cf94a4c033b \
-    --hash=sha256:2283a07e2c21a2aa78d9c4442724ec1eb15f5e42a723b99cb3d822d48f5f7ad1 \
-    --hash=sha256:22ba7cfcad58ef3ecddc7ed1db3409af68d023b7f940da23c6c2a1890976eda6 \
-    --hash=sha256:27c0abcb4a5dac13684a37f76e701e054692a9b2d3064b70f5e4eb54810553d7 \
-    --hash=sha256:28c8d926f98f432f88adc23edf2e6d4921ac26fb084b028c733d01868d19007e \
-    --hash=sha256:2e71d11abed7344e42a8849600193d15b6def118602c4c176f748e4583246007 \
-    --hash=sha256:34d5fcd24b8445fadc33f9cf348c1047101756fd760b4dacb5c3e99755703310 \
-    --hash=sha256:37503bfbfc9d2c40b344d06b2199cf0e96e97957ab1c1b546fd4f87e53e5d3e4 \
-    --hash=sha256:3c5677e12444c15717b902a5798264fa7909e41153cdf9ef7ad571b704a63dd9 \
-    --hash=sha256:3ff07ec89bae51176c0549bc4c63aa6202991da2d9a6129d7aef7f1407d3f295 \
-    --hash=sha256:41715c910c881bc081f1e8872880d3c650acf13dfa8214bad49ed4cede7c34ea \
-    --hash=sha256:418cf3f2111bc80e0933b2cd8cd04f286338bb88bdc7bc8e6dd775ebde60b5e0 \
-    --hash=sha256:44edc647873928551a01e7a563d7452ccdebee747728c1080d881d68af7b997e \
-    --hash=sha256:4a2e8cebe2ff6ab7d1050ecd59c25d4c8bd7e6f400f5f82b96557ac0abafd0ac \
-    --hash=sha256:4ad1906908f2f5ae4e5a8ddfce73c320c2a1429ec52eafd27138b7f1cbe341c9 \
-    --hash=sha256:501a031947e3a9025ed4405a168e6ef5ae3126c59f90ce0cd6f2bfc477be31b7 \
-    --hash=sha256:5190d403f121660ce8d1d2c1bb2ef1bd05b5f68533fc5c2ea899bd15f4399b35 \
-    --hash=sha256:5498cd1645aa724a7c71c8f378eb29ebe23da2fc0d7a08071d89469bf1d2defb \
-    --hash=sha256:5cf4e27da7e3fbed4d6c3d8e797387aaad68102272f8f9752883bc32d61cb87b \
-    --hash=sha256:5e0b74767e5f8c593e8c9b5912019159ed0533c70051e9cce3e8b6aa699fcd69 \
-    --hash=sha256:5ed875a24292240029e4483f9d4a4b8a1ae08843b9c54f43fcc11e404532a8a5 \
-    --hash=sha256:5fcd34e47f6e0b794d17de1b4ff496c00986e1c83f7ab2fb8fcfe9616ff7477b \
-    --hash=sha256:5fdec68f91a0c6739b380c83b951e2c72ac0197ace422360e6d5a959d8d97b2c \
-    --hash=sha256:6344df0d5755a2c9a276d4473ae6b90647e216ab4757f8426893b5dd2ac3f369 \
-    --hash=sha256:64386e5e707d03a7e172c0701abfb7e10f0fb753ee1d773128192742712a98fd \
-    --hash=sha256:652cb6edd41e718550aad172851962662ff2681490a8a711af6a4d288dd96824 \
-    --hash=sha256:66291b10affd76d76f54fad28e22e51719ef9ba22b29e1d7d03d6777a9174198 \
-    --hash=sha256:66e1674c3ef6f541c35191caae2d429b967b99e02040f5ba928632d9a7f0f065 \
-    --hash=sha256:6adc77889b628398debc7b65c073bcb99c4a0237b248cacaf3fe8a557563ef6c \
-    --hash=sha256:79005a0d97d5ddabfeeea4cf676af11e647e41d81c9a7722a193022accdb6b7c \
-    --hash=sha256:7c6610def4f163542a622a73fb39f534f8c101d690126992300bf3207eab9764 \
-    --hash=sha256:7f047e29dcae44602496db43be01ad42fc6f1cc0d8cd6c83d342306c32270196 \
-    --hash=sha256:8098f252adfa6c80ab48096053f512f2321f0b998f98150cea9bd23d83e1467b \
-    --hash=sha256:850774a7879607d3a6f50d36d04f00ee69e7fc816450e5f7e58d7f17f1ae5c00 \
-    --hash=sha256:8d1fab6bb153a416f9aeb4b8763bc0f22a5586065f86f7664fc23339fc1c1fac \
-    --hash=sha256:8da9669d359f02c0b91ccc01cac4a67f16afec0dac22c2ad09f46bee0697eba8 \
-    --hash=sha256:8dc52c23056b9ddd46818a57b78404882310fb473d63f17b07d5c40421e47f8e \
-    --hash=sha256:9149cad251584d5fb4981be1ecde53a1ca46c891a79788c0df828d2f166bda28 \
-    --hash=sha256:93dda82c9c22deb0a405ea4dc5f2d0cda384168e466364dec6255b293923b2f3 \
-    --hash=sha256:96b533f0e99f6579b3d4d4995707cf36df9100d67e0c8303a0c55b27b5f99bc5 \
-    --hash=sha256:9c57bb8c96f6d1808c030b1687b9b5fb476abaa47f0db9c0101f5e9f394e97f4 \
-    --hash=sha256:9c7708761fccb9397fe64bbc0395abcae8c4bf7b0eac081e12b809bf47700d0b \
-    --hash=sha256:9f3bfb4965eb874431221a3ff3fdcddc7e74e3b07799e0e84ca4a0f867d449bf \
-    --hash=sha256:a33284e20b78bd4a18c8c2282d549d10bc8408a2a7ff57653c0cf0b9be0afce5 \
-    --hash=sha256:a80cb027f6b349846a3bf6d73b5e95e782175e52f22108cfa17876aaeff93702 \
-    --hash=sha256:b30236e45cf30d2b8e7b3e85881719e98507abed1011bf463a8fa23e9c3e98a8 \
-    --hash=sha256:b3bc83488de33889877a0f2543ade9f70c67d66d9ebb4ac959502e12de895788 \
-    --hash=sha256:b865addae83924361678b652338317d1bd7e79b1f4596f96b96c77a5a34b34da \
-    --hash=sha256:b8bb0864c5a28024fac8a632c443c87c5aa6f215c0b126c449ae1a150412f31d \
-    --hash=sha256:ba1cc08a7ccde2d2ec775841541641e4548226580ab850948cbfda66a1befcdc \
-    --hash=sha256:bdb2c67c6c1390b63c6ff89f210c8fd09d9a1217a465701eac7316313c915e4c \
-    --hash=sha256:c1ff362665ae507275af2853520967820d9124984e0f7466736aea23d8611fba \
-    --hash=sha256:c2514fceb77bc5e7a2f7adfaa1feb2fb311607c9cb518dbc378688ec73d8292f \
-    --hash=sha256:c3355370a2c156cffb25e876646f149d5d68f5e0a3ce86a5084dd0b64a994917 \
-    --hash=sha256:c458b6d084f9b935061bc36216e8a69a7e293a2f1e68bf956dcd9e6cbcd143f5 \
-    --hash=sha256:d0eae10f8159e8fdad514efdc92d74fd8d682c933a6dd088030f3834bc8e6b26 \
-    --hash=sha256:d76623373421df22fb4cf8817020cbb7ef15c725b9d5e45f17e189bfc384190f \
-    --hash=sha256:ebc55a14a21cb14062aa4162f906cd962b28e2e9ea38f9b4391244cd8de4ae0b \
-    --hash=sha256:eda16858a3cab07b80edaf74336ece1f986ba330fdb8ee0d6c0d68fe82bc96be \
-    --hash=sha256:ee2922902c45ae8ccada2c5b501ab86c36525b883eff4255313a253a3160861c \
-    --hash=sha256:efd7b85f94a6f21e4932043973a7ba2613b059c4a000551892ac9f1d11f5baf3 \
-    --hash=sha256:f7057c9a337546edc7973c0d3ba84ddcdf0daa14533c2065749c9075001090e6 \
-    --hash=sha256:fa160448684b4e94d80416c0fa4aac48967a969efe22931448d853ada8baf926 \
-    --hash=sha256:fc09d0aa354569bc501d4e787133afc08552722d3ab34836a80547331bb5d4a0
-    # via huggingface-hub
-referencing==0.37.0 \
-    --hash=sha256:381329a9f99628c9069361716891d34ad94af76e461dcb0335825aecc7692231 \
-    --hash=sha256:44aefc3142c5b842538163acb373e24cce6632bd54bdb01b21ad5863489f50d8
-    # via
-    #   jsonschema
-    #   jsonschema-specifications
-requests==2.33.1 \
-    --hash=sha256:18817f8c57c6263968bc123d237e3b8b08ac046f5456bd1e307ee8f4250d3517 \
-    --hash=sha256:4e6d1ef462f3626a1f0a0a9c42dd93c63bad33f9f1c1937509b8c5c8718ab56a
-    # via
-    #   blosc2
-    #   census
-    #   policyengine
-    #   policyengine-core
-    #   spm-calculator
-rich==15.0.0 \
-    --hash=sha256:33bd4ef74232fb73fe9279a257718407f169c09b78a87ad3d296f548e27de0bb \
-    --hash=sha256:edd07a4824c6b40189fb7ac9bc4c52536e9780fbbfbddf6f1e2502c31b068c36
-    # via typer
-rpds-py==0.30.0 \
-    --hash=sha256:07ae8a593e1c3c6b82ca3292efbe73c30b61332fd612e05abee07c79359f292f \
-    --hash=sha256:0a59119fc6e3f460315fe9d08149f8102aa322299deaa5cab5b40092345c2136 \
-    --hash=sha256:0c0e95f6819a19965ff420f65578bacb0b00f251fefe2c8b23347c37174271f3 \
-    --hash=sha256:0d08f00679177226c4cb8c5265012eea897c8ca3b93f429e546600c971bcbae7 \
-    --hash=sha256:0ed177ed9bded28f8deb6ab40c183cd1192aa0de40c12f38be4d59cd33cb5c65 \
-    --hash=sha256:12f90dd7557b6bd57f40abe7747e81e0c0b119bef015ea7726e69fe550e394a4 \
-    --hash=sha256:1726859cd0de969f88dc8673bdd954185b9104e05806be64bcd87badbe313169 \
-    --hash=sha256:1ab5b83dbcf55acc8b08fc62b796ef672c457b17dbd7820a11d6c52c06839bdf \
-    --hash=sha256:1b151685b23929ab7beec71080a8889d4d6d9fa9a983d213f07121205d48e2c4 \
-    --hash=sha256:1f3587eb9b17f3789ad50824084fa6f81921bbf9a795826570bda82cb3ed91f2 \
-    --hash=sha256:250fa00e9543ac9b97ac258bd37367ff5256666122c2d0f2bc97577c60a1818c \
-    --hash=sha256:2771c6c15973347f50fece41fc447c054b7ac2ae0502388ce3b6738cd366e3d4 \
-    --hash=sha256:27f4b0e92de5bfbc6f86e43959e6edd1425c33b5e69aab0984a72047f2bcf1e3 \
-    --hash=sha256:2e6ecb5a5bcacf59c3f912155044479af1d0b6681280048b338b28e364aca1f6 \
-    --hash=sha256:32c8528634e1bf7121f3de08fa85b138f4e0dc47657866630611b03967f041d7 \
-    --hash=sha256:33f559f3104504506a44bb666b93a33f5d33133765b0c216a5bf2f1e1503af89 \
-    --hash=sha256:3896fa1be39912cf0757753826bc8bdc8ca331a28a7c4ae46b7a21280b06bb85 \
-    --hash=sha256:389a2d49eded1896c3d48b0136ead37c48e221b391c052fba3f4055c367f60a6 \
-    --hash=sha256:39c02563fc592411c2c61d26b6c5fe1e51eaa44a75aa2c8735ca88b0d9599daa \
-    --hash=sha256:3adbb8179ce342d235c31ab8ec511e66c73faa27a47e076ccc92421add53e2bb \
-    --hash=sha256:3d4a69de7a3e50ffc214ae16d79d8fbb0922972da0356dcf4d0fdca2878559c6 \
-    --hash=sha256:3e62880792319dbeb7eb866547f2e35973289e7d5696c6e295476448f5b63c87 \
-    --hash=sha256:3e8eeb0544f2eb0d2581774be4c3410356eba189529a6b3e36bbbf9696175856 \
-    --hash=sha256:422c3cb9856d80b09d30d2eb255d0754b23e090034e1deb4083f8004bd0761e4 \
-    --hash=sha256:4559c972db3a360808309e06a74628b95eaccbf961c335c8fe0d590cf587456f \
-    --hash=sha256:46e83c697b1f1c72b50e5ee5adb4353eef7406fb3f2043d64c33f20ad1c2fc53 \
-    --hash=sha256:47b0ef6231c58f506ef0b74d44e330405caa8428e770fec25329ed2cb971a229 \
-    --hash=sha256:47e77dc9822d3ad616c3d5759ea5631a75e5809d5a28707744ef79d7a1bcfcad \
-    --hash=sha256:47f236970bccb2233267d89173d3ad2703cd36a0e2a6e92d0560d333871a3d23 \
-    --hash=sha256:47f9a91efc418b54fb8190a6b4aa7813a23fb79c51f4bb84e418f5476c38b8db \
-    --hash=sha256:495aeca4b93d465efde585977365187149e75383ad2684f81519f504f5c13038 \
-    --hash=sha256:4c5f36a861bc4b7da6516dbdf302c55313afa09b81931e8280361a4f6c9a2d27 \
-    --hash=sha256:4cc2206b76b4f576934f0ed374b10d7ca5f457858b157ca52064bdfc26b9fc00 \
-    --hash=sha256:4e7fc54e0900ab35d041b0601431b0a0eb495f0851a0639b6ef90f7741b39a18 \
-    --hash=sha256:51a1234d8febafdfd33a42d97da7a43f5dcb120c1060e352a3fbc0c6d36e2083 \
-    --hash=sha256:55f66022632205940f1827effeff17c4fa7ae1953d2b74a8581baaefb7d16f8c \
-    --hash=sha256:58edca431fb9b29950807e301826586e5bbf24163677732429770a697ffe6738 \
-    --hash=sha256:5965af57d5848192c13534f90f9dd16464f3c37aaf166cc1da1cae1fd5a34898 \
-    --hash=sha256:5ba103fb455be00f3b1c2076c9d4264bfcb037c976167a6047ed82f23153f02e \
-    --hash=sha256:5d4c2aa7c50ad4728a094ebd5eb46c452e9cb7edbfdb18f9e1221f597a73e1e7 \
-    --hash=sha256:61046904275472a76c8c90c9ccee9013d70a6d0f73eecefd38c1ae7c39045a08 \
-    --hash=sha256:613aa4771c99f03346e54c3f038e4cc574ac09a3ddfb0e8878487335e96dead6 \
-    --hash=sha256:626a7433c34566535b6e56a1b39a7b17ba961e97ce3b80ec62e6f1312c025551 \
-    --hash=sha256:669b1805bd639dd2989b281be2cfd951c6121b65e729d9b843e9639ef1fd555e \
-    --hash=sha256:679ae98e00c0e8d68a7fda324e16b90fd5260945b45d3b824c892cec9eea3288 \
-    --hash=sha256:67b02ec25ba7a9e8fa74c63b6ca44cf5707f2fbfadae3ee8e7494297d56aa9df \
-    --hash=sha256:68f19c879420aa08f61203801423f6cd5ac5f0ac4ac82a2368a9fcd6a9a075e0 \
-    --hash=sha256:692bef75a5525db97318e8cd061542b5a79812d711ea03dbc1f6f8dbb0c5f0d2 \
-    --hash=sha256:6abc8880d9d036ecaafe709079969f56e876fcf107f7a8e9920ba6d5a3878d05 \
-    --hash=sha256:6bdfdb946967d816e6adf9a3d8201bfad269c67efe6cefd7093ef959683c8de0 \
-    --hash=sha256:6de2a32a1665b93233cde140ff8b3467bdb9e2af2b91079f0333a0974d12d464 \
-    --hash=sha256:73c67f2db7bc334e518d097c6d1e6fed021bbc9b7d678d6cc433478365d1d5f5 \
-    --hash=sha256:74a3243a411126362712ee1524dfc90c650a503502f135d54d1b352bd01f2404 \
-    --hash=sha256:76fec018282b4ead0364022e3c54b60bf368b9d926877957a8624b58419169b7 \
-    --hash=sha256:7c64d38fb49b6cdeda16ab49e35fe0da2e1e9b34bc38bd78386530f218b37139 \
-    --hash=sha256:7cee9c752c0364588353e627da8a7e808a66873672bcb5f52890c33fd965b394 \
-    --hash=sha256:7e6ecfcb62edfd632e56983964e6884851786443739dbfe3582947e87274f7cb \
-    --hash=sha256:806f36b1b605e2d6a72716f321f20036b9489d29c51c91f4dd29a3e3afb73b15 \
-    --hash=sha256:858738e9c32147f78b3ac24dc0edb6610000e56dc0f700fd5f651d0a0f0eb9ff \
-    --hash=sha256:8d6d1cc13664ec13c1b84241204ff3b12f9bb82464b8ad6e7a5d3486975c2eed \
-    --hash=sha256:9027da1ce107104c50c81383cae773ef5c24d296dd11c99e2629dbd7967a20c6 \
-    --hash=sha256:922e10f31f303c7c920da8981051ff6d8c1a56207dbdf330d9047f6d30b70e5e \
-    --hash=sha256:945dccface01af02675628334f7cf49c2af4c1c904748efc5cf7bbdf0b579f95 \
-    --hash=sha256:946fe926af6e44f3697abbc305ea168c2c31d3e3ef1058cf68f379bf0335a78d \
-    --hash=sha256:95f0802447ac2d10bcc69f6dc28fe95fdf17940367b21d34e34c737870758950 \
-    --hash=sha256:9854cf4f488b3d57b9aaeb105f06d78e5529d3145b1e4a41750167e8c213c6d3 \
-    --hash=sha256:993914b8e560023bc0a8bf742c5f303551992dcb85e247b1e5c7f4a7d145bda5 \
-    --hash=sha256:99b47d6ad9a6da00bec6aabe5a6279ecd3c06a329d4aa4771034a21e335c3a97 \
-    --hash=sha256:9a4e86e34e9ab6b667c27f3211ca48f73dba7cd3d90f8d5b11be56e5dbc3fb4e \
-    --hash=sha256:9cf69cdda1f5968a30a359aba2f7f9aa648a9ce4b580d6826437f2b291cfc86e \
-    --hash=sha256:a090322ca841abd453d43456ac34db46e8b05fd9b3b4ac0c78bcde8b089f959b \
-    --hash=sha256:a1010ed9524c73b94d15919ca4d41d8780980e1765babf85f9a2f90d247153dd \
-    --hash=sha256:a161f20d9a43006833cd7068375a94d035714d73a172b681d8881820600abfad \
-    --hash=sha256:a1d0bc22a7cdc173fedebb73ef81e07faef93692b8c1ad3733b67e31e1b6e1b8 \
-    --hash=sha256:a2bffea6a4ca9f01b3f8e548302470306689684e61602aa3d141e34da06cf425 \
-    --hash=sha256:a452763cc5198f2f98898eb98f7569649fe5da666c2dc6b5ddb10fde5a574221 \
-    --hash=sha256:a4796a717bf12b9da9d3ad002519a86063dcac8988b030e405704ef7d74d2d9d \
-    --hash=sha256:a51033ff701fca756439d641c0ad09a41d9242fa69121c7d8769604a0a629825 \
-    --hash=sha256:a8fa71a2e078c527c3e9dc9fc5a98c9db40bcc8a92b4e8858e36d329f8684b51 \
-    --hash=sha256:ac37f9f516c51e5753f27dfdef11a88330f04de2d564be3991384b2f3535d02e \
-    --hash=sha256:ac98b175585ecf4c0348fd7b29c3864bda53b805c773cbf7bfdaffc8070c976f \
-    --hash=sha256:acd7eb3f4471577b9b5a41baf02a978e8bdeb08b4b355273994f8b87032000a8 \
-    --hash=sha256:ad1fa8db769b76ea911cb4e10f049d80bf518c104f15b3edb2371cc65375c46f \
-    --hash=sha256:b40fb160a2db369a194cb27943582b38f79fc4887291417685f3ad693c5a1d5d \
-    --hash=sha256:b4dc1a6ff022ff85ecafef7979a2c6eb423430e05f1165d6688234e62ba99a07 \
-    --hash=sha256:ba3af48635eb83d03f6c9735dfb21785303e73d22ad03d489e88adae6eab8877 \
-    --hash=sha256:ba81a9203d07805435eb06f536d95a266c21e5b2dfbf6517748ca40c98d19e31 \
-    --hash=sha256:c2262bdba0ad4fc6fb5545660673925c2d2a5d9e2e0fb603aad545427be0fc58 \
-    --hash=sha256:c77afbd5f5250bf27bf516c7c4a016813eb2d3e116139aed0096940c5982da94 \
-    --hash=sha256:ca28829ae5f5d569bb62a79512c842a03a12576375d5ece7d2cadf8abe96ec28 \
-    --hash=sha256:cdc62c8286ba9bf7f47befdcea13ea0e26bf294bda99758fd90535cbaf408000 \
-    --hash=sha256:d948b135c4693daff7bc2dcfc4ec57237a29bd37e60c2fabf5aff2bbacf3e2f1 \
-    --hash=sha256:d96c2086587c7c30d44f31f42eae4eac89b60dabbac18c7669be3700f13c3ce1 \
-    --hash=sha256:d9a0ca5da0386dee0655b4ccdf46119df60e0f10da268d04fe7cc87886872ba7 \
-    --hash=sha256:da279aa314f00acbb803da1e76fa18666778e8a8f83484fba94526da5de2cba7 \
-    --hash=sha256:dbd936cde57abfee19ab3213cf9c26be06d60750e60a8e4dd85d1ab12c8b1f40 \
-    --hash=sha256:dc4f992dfe1e2bc3ebc7444f6c7051b4bc13cd8e33e43511e8ffd13bf407010d \
-    --hash=sha256:dc824125c72246d924f7f796b4f63c1e9dc810c7d9e2355864b3c3a73d59ade0 \
-    --hash=sha256:dd8ff7cf90014af0c0f787eea34794ebf6415242ee1d6fa91eaba725cc441e84 \
-    --hash=sha256:dea5b552272a944763b34394d04577cf0f9bd013207bc32323b5a89a53cf9c2f \
-    --hash=sha256:dff13836529b921e22f15cb099751209a60009731a68519630a24d61f0b1b30a \
-    --hash=sha256:e0b65193a413ccc930671c55153a03ee57cecb49e6227204b04fae512eb657a7 \
-    --hash=sha256:e5d3e6b26f2c785d65cc25ef1e5267ccbe1b069c5c21b8cc724efee290554419 \
-    --hash=sha256:e7536cd91353c5273434b4e003cbda89034d67e7710eab8761fd918ec6c69cf8 \
-    --hash=sha256:eb0b93f2e5c2189ee831ee43f156ed34e2a89a78a66b98cadad955972548be5a \
-    --hash=sha256:eb2c4071ab598733724c08221091e8d80e89064cd472819285a9ab0f24bcedb9 \
-    --hash=sha256:ec7c4490c672c1a0389d319b3a9cfcd098dcdc4783991553c332a15acf7249be \
-    --hash=sha256:ee454b2a007d57363c2dfd5b6ca4a5d7e2c518938f8ed3b706e37e5d470801ed \
-    --hash=sha256:ee6af14263f25eedc3bb918a3c04245106a42dfd4f5c2285ea6f997b1fc3f89a \
-    --hash=sha256:f14fc5df50a716f7ece6a80b6c78bb35ea2ca47c499e422aa4463455dd96d56d \
-    --hash=sha256:f207f69853edd6f6700b86efb84999651baf3789e78a466431df1331608e5324 \
-    --hash=sha256:f251c812357a3fed308d684a5079ddfb9d933860fc6de89f2b7ab00da481e65f \
-    --hash=sha256:f83424d738204d9770830d35290ff3273fbb02b41f919870479fab14b9d303b2 \
-    --hash=sha256:f8d1736cfb49381ba528cd5baa46f82fdc65c06e843dab24dd70b63d09121b3f \
-    --hash=sha256:fe5fa731a1fa8a0a56b0977413f8cacac1768dad38d16b3a296712709476fbd5
-    # via
-    #   jsonschema
-    #   referencing
-shellingham==1.5.4 \
-    --hash=sha256:7ecfff8f2fd72616f7481040475a65b2bf8af90a56c89140852d1120324e8686 \
-    --hash=sha256:8dbca0739d487e5bd35ab3ca4b36e11c4078f3a234bfce294b0a0291363404de
-    # via typer
-six==1.17.0 \
-    --hash=sha256:4721f391ed90541fddacab5acf947aa0d3dc7d27b2e1e8eda2be8970586c3274 \
-    --hash=sha256:ff70335d468e7eb6ec65b95b99d3a2836546063f63acc5171de367e834932a81
-    # via python-dateutil
-sortedcontainers==2.4.0 \
-    --hash=sha256:25caa5a06cc30b6b83d11423433f65d1f9d76c4c6a0c90e3379eaa43b9bfdb88 \
-    --hash=sha256:a163dcaede0f1c021485e957a39245190e74249897e2ae4b2aa38595db237ee0
-    # via policyengine-core
-spm-calculator==0.3.1 \
-    --hash=sha256:41f2f4d00d8c03422a7d57b800052e7760b88e463a5884802f83ed58d35c18c1 \
-    --hash=sha256:52c57ecc5a240ec941b0f2b0d93bc4fa437ef6250e233baed8e11916fa9c1150
-    # via policyengine-us
-stack-data==0.6.3 \
-    --hash=sha256:836a778de4fec4dcd1dcd89ed8abff8a221f58308462e1c4aa2a3cf30148f0b9 \
-    --hash=sha256:d5558e0c25a4cb0853cddad3d77da9891a08cb85dd9f9f91b9f8cd66e511e695
-    # via ipython
-standard-imghdr==3.13.0 \
-    --hash=sha256:30a1bff5465605bb496f842a6ac3cc1f2131bf3025b0da28d4877d6d4b7cc8e9 \
-    --hash=sha256:8d9c68058d882f6fc3542a8d39ef9ff94d2187dc90bd0c851e0902776b7b7a42
-    # via policyengine-core
-tables==3.11.1 \
-    --hash=sha256:1e78fe190fdeb4afe430b79651bae2a4f341904eb85aa8dbafe5f1caee1c7f67 \
-    --hash=sha256:3a9c35f87fcb6a48c79fbc4e3ab15ca8f6053c4ce13063d6ca2ec36cbb58f40f \
-    --hash=sha256:4cf3218b76ba78d156d6ee75c19fb757d50682f6c7b4905370441afbfc9d77f3 \
-    --hash=sha256:56bf6fb9132ead989b7e76695d7613d6d08f071a8019038d6565ba90c66b9f3e \
-    --hash=sha256:78abcf413091bc7c1e4e8c10fbbb438d1ac0b5a87436c5b972c3e8253871b6fb \
-    --hash=sha256:7fa6cb03f6fe55ae4f85e89ec5450e5c40cc4c52d8c3b60eb157a445c2219e89 \
-    --hash=sha256:a4bbd95036a4d0cc5c86c1f87fbb490b4c53cd70982f1c01b3ed6dcb3085cbb9 \
-    --hash=sha256:a6f7a3b82dbf0ae0f30de635ca88bb42dd87938b0950369d0ee4289c52ae6de2 \
-    --hash=sha256:e3cfe79484351f7216eb8f3767bfa1217bfd271b04428f79cfa7ef6d7491919d \
-    --hash=sha256:eb30684c42a77bbecdef2b9c763c4372b0ddc9cc5bd8b2a2055f2042eee67217 \
-    --hash=sha256:f0367d2e3df0f10ea63ccf4279f3fe58e32ec481767320301a483e2b3cd83efc
-    # via
-    #   policyengine-uk
-    #   policyengine-us
-tenacity==9.1.4 \
-    --hash=sha256:6095a360c919085f28c6527de529e76a06ad89b23659fa881ae0649b867a9d55 \
-    --hash=sha256:adb31d4c263f2bd041081ab33b498309a57c77f9acf2db65aadf0898179cf93a
-    # via plotly
-threadpoolctl==3.6.0 ; platform_machine != 'wasm32' \
-    --hash=sha256:43a0b8fd5a2928500110039e43a5eed8480b918967083ea48dc3ab9f13c4a7fb \
-    --hash=sha256:8ab8b4aa3491d812b623328249fab5302a68d2d71745c8a4c719a2fcaba9f44e
-    # via blosc2
-tqdm==4.67.3 \
-    --hash=sha256:7d825f03f89244ef73f1d4ce193cb1774a8179fd96f31d7e1dcde62092b960bb \
-    --hash=sha256:ee1e4c0e59148062281c49d80b25b67771a127c85fc9676d3be5f243206826bf
-    # via
-    #   huggingface-hub
-    #   policyengine-us
-traitlets==5.15.0 \
-    --hash=sha256:4fead733f81cf1c4c938e06f8ca4633896833c9d89eff878159457f4d4392971 \
-    --hash=sha256:fb36a18867a6803deab09f3c5e0fa81bb7b26a5c9e82501c9933f759166eff40
-    # via
-    #   ipython
-    #   matplotlib-inline
-typer==0.25.1 \
-    --hash=sha256:75caa44ed46a03fb2dab8808753ffacdbfea88495e74c85a28c5eefcf5f39c89 \
-    --hash=sha256:9616eb8853a09ffeabab1698952f33c6f29ffdbceb4eaeecf571880e8d7664cc
-    # via huggingface-hub
-typing-extensions==4.15.0 \
-    --hash=sha256:0cea48d173cc12fa28ecabc3b837ea3cf6f38c6d1136f85cbaaf598984861466 \
-    --hash=sha256:f0fa19c6845758ab08074a0cfa8b7aecb71c999ca73d62883bc25cc018c4e548
-    # via
-    #   huggingface-hub
-    #   pydantic
-    #   pydantic-core
-    #   typing-inspection
-typing-inspection==0.4.2 \
-    --hash=sha256:4ed1cacbdc298c220f1bd249ed5287caa16f34d44ef4e9c3d0cbad5b521545e7 \
-    --hash=sha256:ba561c48a67c5958007083d386c3295464928b01faa735ab8547c5692e87f464
-    # via pydantic
-tzdata==2026.2 ; sys_platform == 'emscripten' or sys_platform == 'win32' \
-    --hash=sha256:9173fde7d80d9018e02a662e168e5a2d04f87c41ea174b139fbef642eda62d10 \
-    --hash=sha256:bbe9af844f658da81a5f95019480da3a89415801f6cc966806612cc7169bffe7
-    # via pandas
-urllib3==2.7.0 \
-    --hash=sha256:231e0ec3b63ceb14667c67be60f2f2c40a518cb38b03af60abc813da26505f4c \
-    --hash=sha256:9fb4c81ebbb1ce9531cce37674bbc6f1360472bc18ca9a553ede278ef7276897
-    # via requests
-us==3.2.0 \
-    --hash=sha256:571714ad6d473c72bbd2058a53404cdf4ecc0129e4f19adfcbeb4e2d7e3dc3e7 \
-    --hash=sha256:cb223e85393dcc5171ead0dd212badc47f9667b23700fea3e7ea5f310d545338
-    # via spm-calculator
-wcwidth==0.7.0 \
-    --hash=sha256:5d69154c429a82910e241c738cd0e2976fac8a2dd47a1a805f4afed1c0f136f2 \
-    --hash=sha256:90e3a7ea092341c44b99562e75d09e4d5160fe7a3974c6fb842a101a95e7eed0
-    # via prompt-toolkit
-wheel==0.47.0 \
-    --hash=sha256:212281cab4dff978f6cedd499cd893e1f620791ca6ff7107cf270781e587eced \
-    --hash=sha256:cc72bd1009ba0cf63922e28f94d9d83b920aa2bb28f798a31d0691b02fa3c9b3
-    # via policyengine-core
diff --git a/src/policyengine/data/install/all/py314/pylock.toml b/src/policyengine/data/install/all/py314/pylock.toml
deleted file mode 100644
index 6b97eecf..00000000
--- a/src/policyengine/data/install/all/py314/pylock.toml
+++ /dev/null
@@ -1,1585 +0,0 @@
-# This file was autogenerated by uv via the following command:
-#    uv pip compile /var/folders/qf/7fglpnr94wsc5xgbqkp80xbw0000gn/T/tmpds1l6n77/requirements.in --python-version 3.14 --resolution highest --exclude-newer 2026-05-09T10:39:06Z --universal --format pylock.toml --output-file bundles/4.4.2/install/all/py314/pylock.toml
-lock-version = "1.0"
-created-by = "uv"
-requires-python = ">=3.14"
-
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-
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-
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diff --git a/src/policyengine/data/install/uk/py313/constraints.txt b/src/policyengine/data/install/uk/py313/constraints.txt
index c0de4bfe..38c57a5c 100644
--- a/src/policyengine/data/install/uk/py313/constraints.txt
+++ b/src/policyengine/data/install/uk/py313/constraints.txt
@@ -1,5 +1,5 @@
 # This file was autogenerated by uv via the following command:
-#    uv pip compile /var/folders/qf/7fglpnr94wsc5xgbqkp80xbw0000gn/T/tmpqv3cyv28/requirements.in --python-version 3.13 --resolution highest --exclude-newer 2026-05-09T10:39:06Z --universal --format requirements.txt --generate-hashes --output-file bundles/4.4.2/install/uk/py313/constraints.txt
+#    uv pip compile /var/folders/9l/_wztzgbx7mgc7l1r0416cy7m0000gn/T/tmprdlhdfl4/requirements.in --python-version 3.13 --python-platform x86_64-manylinux_2_28 --format requirements.txt --generate-hashes --output-file bundles/4.4.3/install/uk/py313/constraints.txt
 annotated-doc==0.0.4 \
     --hash=sha256:571ac1dc6991c450b25a9c2d84a3705e2ae7a53467b5d111c24fa8baabbed320 \
     --hash=sha256:fbcda96e87e9c92ad167c2e53839e57503ecfda18804ea28102353485033faa4
@@ -197,14 +197,6 @@ click==8.3.3 \
     --hash=sha256:398329ad4837b2ff7cbe1dd166a4c0f8900c3ca3a218de04466f38f6497f18a2 \
     --hash=sha256:a2bf429bb3033c89fa4936ffb35d5cb471e3719e1f3c8a7c3fff0b8314305613
     # via typer
-colorama==0.4.6 ; sys_platform == 'win32' \
-    --hash=sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44 \
-    --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
-    # via
-    #   click
-    #   ipython
-    #   pytest
-    #   tqdm
 decorator==5.2.1 \
     --hash=sha256:65f266143752f734b0a7cc83c46f4618af75b8c5911b00ccb61d0ac9b6da0360 \
     --hash=sha256:d316bb415a2d9e2d2b3abcc4084c6502fc09240e292cd76a76afc106a1c8e04a
@@ -279,7 +271,7 @@ h5py==3.16.0 \
     --hash=sha256:ff24039e2573297787c3063df64b60aab0591980ac898329a08b0320e0cf2527 \
     --hash=sha256:ffbab2fedd6581f6aa31cf1639ca2cb86e02779de525667892ebf4cc9fd26434
     # via policyengine-core
-hf-xet==1.5.0 ; platform_machine == 'AMD64' or platform_machine == 'aarch64' or platform_machine == 'amd64' or platform_machine == 'arm64' or platform_machine == 'x86_64' \
+hf-xet==1.5.0 \
     --hash=sha256:1e60df5a42e9bed8628b6416af2cba4cba57ae9f02de226a06b020d98e1aab18 \
     --hash=sha256:2806c7c17b4d23f8d88f7c4814f838c3b6150773fe339c20af23e1cfaf2797e4 \
     --hash=sha256:2baea1b0b989e5c152fe81425f7745ddc8901280ba3d97c98d8cdece7b706c60 \
@@ -318,9 +310,9 @@ huggingface-hub==1.14.0 \
     --hash=sha256:d6d2c9cd6be1d02ae9ec6672d5587d10a427f377db688e82528f426a041622c2 \
     --hash=sha256:efe075535c62e130b30e836b138e13785f6f043d1f0539e0a39aa411a99e90b8
     # via policyengine-core
-idna==3.13 \
-    --hash=sha256:585ea8fe5d69b9181ec1afba340451fba6ba764af97026f92a91d4eef164a242 \
-    --hash=sha256:892ea0cde124a99ce773decba204c5552b69c3c67ffd5f232eb7696135bc8bb3
+idna==3.14 \
+    --hash=sha256:466d810d7a2cc1022bea9b037c39728d51ae7dad40d480fc9b7d7ecf98ba8ee3 \
+    --hash=sha256:e677eaf072e290f7b725f9acf0b3a2bd55f9fd6f7c70abe5f0e34823d0accf69
     # via
     #   anyio
     #   httpx
@@ -753,55 +745,55 @@ packaging==26.2 \
     #   pytest
     #   tables
     #   wheel
-pandas==3.0.2 \
-    --hash=sha256:01f31a546acd5574ef77fe199bc90b55527c225c20ccda6601cf6b0fd5ed597c \
-    --hash=sha256:0555c5882688a39317179ab4a0ed41d3ebc8812ab14c69364bbee8fb7a3f6288 \
-    --hash=sha256:07a10f5c36512eead51bc578eb3354ad17578b22c013d89a796ab5eee90cd991 \
-    --hash=sha256:08504503f7101300107ecdc8df73658e4347586db5cfdadabc1592e9d7e7a0fd \
-    --hash=sha256:0f48afd9bb13300ffb5a3316973324c787054ba6665cda0da3fbd67f451995db \
-    --hash=sha256:140f0cffb1fa2524e874dde5b477d9defe10780d8e9e220d259b2c0874c89d9d \
-    --hash=sha256:232a70ebb568c0c4d2db4584f338c1577d81e3af63292208d615907b698a0f18 \
-    --hash=sha256:32cc41f310ebd4a296d93515fcac312216adfedb1894e879303987b8f1e2b97d \
-    --hash=sha256:339dda302bd8369dedeae979cb750e484d549b563c3f54f3922cb8ff4978c5eb \
-    --hash=sha256:4544c7a54920de8eeacaa1466a6b7268ecfbc9bc64ab4dbb89c6bbe94d5e0660 \
-    --hash=sha256:4d888a5c678a419a5bb41a2a93818e8ed9fd3172246555c0b37b7cc27027effd \
-    --hash=sha256:5371b72c2d4d415d08765f32d689217a43227484e81b2305b52076e328f6f482 \
-    --hash=sha256:57a07209bebcbcf768d2d13c9b78b852f9a15978dac41b9e6421a81ad4cdd276 \
-    --hash=sha256:5880314e69e763d4c8b27937090de570f1fb8d027059a7ada3f7f8e98bdcb677 \
-    --hash=sha256:5d3cfe227c725b1f3dff4278b43d8c784656a42a9325b63af6b1492a8232209e \
-    --hash=sha256:5fdbfa05931071aba28b408e59226186b01eb5e92bea2ab78b65863ca3228d84 \
-    --hash=sha256:60a80bb4feacbef5e1447a3f82c33209c8b7e07f28d805cfd1fb951e5cb443aa \
-    --hash=sha256:61c2fd96d72b983a9891b2598f286befd4ad262161a609c92dc1652544b46b76 \
-    --hash=sha256:63d141b56ef686f7f0d714cfb8de4e320475b86bf4b620aa0b7da89af8cbdbbb \
-    --hash=sha256:6c4d8458b97a35717b62469a4ea0e85abd5ed8687277f5ccfc67f8a5126f8c53 \
-    --hash=sha256:710246ba0616e86891b58ab95f2495143bb2bc83ab6b06747c74216f583a6ac9 \
-    --hash=sha256:734be7551687c00fbd760dc0522ed974f82ad230d4a10f54bf51b80d44a08702 \
-    --hash=sha256:7cadd7e9a44ec13b621aec60f9150e744cfc7a3dd32924a7e2f45edff31823b0 \
-    --hash=sha256:81526c4afd31971f8b62671442a4b2b51e0aa9acc3819c9f0f12a28b6fcf85f1 \
-    --hash=sha256:970762605cff1ca0d3f71ed4f3a769ea8f85fc8e6348f6e110b8fea7e6eb5a14 \
-    --hash=sha256:a3096110bf9eac0070b7208465f2740e2d8a670d5cb6530b5bb884eca495fd39 \
-    --hash=sha256:a4785e1d6547d8427c5208b748ae2efb64659a21bd82bf440d4262d02bfa02a4 \
-    --hash=sha256:a727a73cbdba2f7458dc82449e2315899d5140b449015d822f515749a46cbbe0 \
-    --hash=sha256:ae37e833ff4fed0ba352f6bdd8b73ba3ab3256a85e54edfd1ab51ae40cca0af8 \
-    --hash=sha256:aff4e6f4d722e0652707d7bcb190c445fe58428500c6d16005b02401764b1b3d \
-    --hash=sha256:b35d14bb5d8285d9494fe93815a9e9307c0876e10f1e8e89ac5b88f728ec8dcf \
-    --hash=sha256:b444dc64c079e84df91baa8bf613d58405645461cabca929d9178f2cd392398d \
-    --hash=sha256:b5329e26898896f06035241a626d7c335daa479b9bbc82be7c2742d048e41172 \
-    --hash=sha256:b5918ba197c951dec132b0c5929a00c0bf05d5942f590d3c10a807f6e15a57d3 \
-    --hash=sha256:b75c347eff42497452116ce05ef461822d97ce5b9ff8df6edacb8076092c855d \
-    --hash=sha256:c3b723df9087a9a9a840e263ebd9f88b64a12075d1bf2ea401a5a42f254f084d \
-    --hash=sha256:c934008c733b8bbea273ea308b73b3156f0181e5b72960790b09c18a2794fe1e \
-    --hash=sha256:d1478075142e83a5571782ad007fb201ed074bdeac7ebcc8890c71442e96adf7 \
-    --hash=sha256:d606a041c89c0a474a4702d532ab7e73a14fe35c8d427b972a625c8e46373668 \
-    --hash=sha256:db0dbfd2a6cdf3770aa60464d50333d8f3d9165b2f2671bcc299b72de5a6677b \
-    --hash=sha256:dbbd4aa20ca51e63b53bbde6a0fa4254b1aaabb74d2f542df7a7959feb1d760c \
-    --hash=sha256:dbc20dea3b9e27d0e66d74c42b2d0c1bed9c2ffe92adea33633e3bedeb5ac235 \
-    --hash=sha256:deeca1b5a931fdf0c2212c8a659ade6d3b1edc21f0914ce71ef24456ca7a6535 \
-    --hash=sha256:ed72cb3f45190874eb579c64fa92d9df74e98fd63e2be7f62bce5ace0ade61df \
-    --hash=sha256:ef8b27695c3d3dc78403c9a7d5e59a62d5464a7e1123b4e0042763f7104dc74f \
-    --hash=sha256:f12b1a9e332c01e09510586f8ca9b108fd631fd656af82e452d7315ef6df5f9f \
-    --hash=sha256:f4753e73e34c8d83221ba58f232433fca2748be8b18dbca02d242ed153945043 \
-    --hash=sha256:f8d68083e49e16b84734eb1a4dcae4259a75c90fb6e2251ab9a00b61120c06ab
+pandas==3.0.3 \
+    --hash=sha256:0383c72c75cdcca61a9e116e611143902dbfd08bff356829c2f6d1cf40a9ca8c \
+    --hash=sha256:05f1f1752b8533ea03f7f39a9c15b1a058d067bb48f4748948e7a8691e0510f2 \
+    --hash=sha256:08d789b41f87e0905880e293cedf6197ce71fe67cc081358b1e148a491b9bd13 \
+    --hash=sha256:0d589105b3c14645af1738ff279b2995102d8f7a03b0a66dc8d95550eb513e04 \
+    --hash=sha256:13fc1e853d9e04743d11ba75a985ccbc2a317fe07d8af61e445a6fd24dacd6a6 \
+    --hash=sha256:14da8316da4d0c5a77618425996bfb1248ca87fc2c1486e6fde4652bd18b5824 \
+    --hash=sha256:1928e07221f82db493cd4af1e23c1bfca524a19a4699887975bff68f49a72bfb \
+    --hash=sha256:261e308dfb22448384b7580cf719d2f998fe2966c92893c3e77d14008af1f066 \
+    --hash=sha256:275c14e0fce14a2ec20eee474aecd305478ea3c1e6f6a9d8fe219a165542717e \
+    --hash=sha256:335f62418ed562cfc3c49e9e196375c28b729dcef8543abf4f9438e381bf3c76 \
+    --hash=sha256:3650109c0f22879df8bd6179ab9ee3d7f1d1d4e7e0094a3f0032d9f51e2e64ac \
+    --hash=sha256:39436b377d56d2a2e52d0395bdbee171f01068e99af5250509aceeb929f765c7 \
+    --hash=sha256:3c20a521bbb85902f79f7270c80a59e1b5452d96d170c034f207181870f97ac5 \
+    --hash=sha256:3e91cec1879ada0624fc3dc9953c5cbd60208e59c0db28f540c5d6d47502422f \
+    --hash=sha256:455f6f8139d4282188f526868dbc3c828470e88a3d9d59a891bd46a455f21b98 \
+    --hash=sha256:46997386d528eb40376ecd6b033cf4a8a1e5282580f68f43de875b78cba2199d \
+    --hash=sha256:4db8c527972a821cf5286b40ccc57642a39bc62e62022b42f99f8a67fca8c3a1 \
+    --hash=sha256:4e15135e2ee5df1063313e2425ceef8ac0f4ae775893815b0923651b806a5639 \
+    --hash=sha256:51b1fe551acb77dac643c6fda86084d8d446c10fe64b06a9cc29c4cc8540e7f2 \
+    --hash=sha256:557409bc4178e70ee8d9ddb494798e51ebf6ea59330f6be22c51bab2a7db6c49 \
+    --hash=sha256:5cc09a68b3120e0f54870dede8287a7bb1fa463907e4fcec1ea77cab6179bf7a \
+    --hash=sha256:60ae316d3fd75d1858d450d0db0103ea2be3e7d4a95ec2f064f7e2ae63f7b028 \
+    --hash=sha256:6674ab18ad8c57802867264b00e15e7bb904700cdd9046e3b2fa1fce237439ea \
+    --hash=sha256:67b3b64c11910cfa29f4e94a14d3bff9ee693b6fc76055e7cad549cee0aec5fa \
+    --hash=sha256:696a4a00a2a2a35d4e5deb3fc946641b96c944f02230e4f76137fe35d806c4fc \
+    --hash=sha256:6dc0b3fd2169c9157deed50b4d519553a3655c8c6a96027136d654592be973a9 \
+    --hash=sha256:7e65d5407dc0b394f509699650e4a2ec01c0514f21850f453fa60f3be79a5dbf \
+    --hash=sha256:819959dab7bbd0049c15623fbac4e29a191b9528160a61fb1032242d8ced2d9c \
+    --hash=sha256:8a1e45c80cceb3b4a21bc5939d52e8cbd8d9b7305309219d59e9754d9ce09e27 \
+    --hash=sha256:9c39be2d709d01fa972a0cabc522389fceca4f3969332ba25a7d6c5802cf976a \
+    --hash=sha256:9d71c63ae4ebdbf70209742096f1fc46a83a0613c99d4b23766cced9ff8cd62a \
+    --hash=sha256:a2d2dff8a04f3917b55ab3910c32990f8ddf7eceba114947838cefa976a68977 \
+    --hash=sha256:a4eeb6830daf35a71cc09649bd823e2b542dac246cdee9614c6e4bd65028cd6a \
+    --hash=sha256:a55066a0505dae0ba2b50a46637db34b46f9094c65c5d4800794ef6335010938 \
+    --hash=sha256:a82d532a3351d435432cd913edbccaf8b8e01d4dd0e5ced5a8d2e8ecd94c7e44 \
+    --hash=sha256:b168fc218fd80a6cbdbdbc1a97ddc7889ed057d7eb45f50d866ceab5f39904c4 \
+    --hash=sha256:b2c95f8bfc1ee412bf482605d7bfd30c12d1d26bd59fdd91efeef1d4718decb1 \
+    --hash=sha256:ba7e08b9ac1d54569cd1e256e3668975ed624d6826f7b68df0342b012007bddb \
+    --hash=sha256:bab900348131a7db1f69a7309ef141fd5680f1487094193bcbbb61791573bf8f \
+    --hash=sha256:bd3a518890b400d32f9023722dc9a9a5c969f00b415419a3c06c043f09bb5d7d \
+    --hash=sha256:c7be265b62cef88e253a941e4698604973736dcfe242fdb5198f0f7bc473cdcc \
+    --hash=sha256:d26cbe1fcfc12e8fd900e2454163e466b2d3af84f7c75481df7683ffc073d870 \
+    --hash=sha256:d4be06d68f9ddcfc645b87534911da79a8fbffc7573c80e0edcf42a5020624d8 \
+    --hash=sha256:d72828c20c6d6e83e1e22a6a3b47b326b71664112fa9705dcbccfd7a39b62085 \
+    --hash=sha256:dd1a5d1def6a46002e964510bdc67c368aa0951df5d1d9f8365336f5a1f490cd \
+    --hash=sha256:e3a2ec42c98ffa2565a67e08e218d06d72576d758d90facb7c00805194d8f360 \
+    --hash=sha256:f8894dc474d648fe7b6ff0ca9b0bd73950d19952bc1a6534540762c5d79d305c \
+    --hash=sha256:fed2ff7fd9779120e388e285fc029bd5cf9490cdd2e4166a9ee22c0e49a9ab09
     # via
     #   microdf-python
     #   policyengine
@@ -810,7 +802,7 @@ parso==0.8.7 \
     --hash=sha256:a8926eb2a1b915486941fdbd31e86a4baf88fe8c210f25f2f35ecec5b574ca1c \
     --hash=sha256:eaaac4c9fdd5e9e8852dc778d2d7405897ec510f2a298071453e5e3a07914bb1
     # via jedi
-pexpect==4.9.0 ; sys_platform != 'emscripten' and sys_platform != 'win32' \
+pexpect==4.9.0 \
     --hash=sha256:7236d1e080e4936be2dc3e326cec0af72acf9212a7e1d060210e70a47e253523 \
     --hash=sha256:ee7d41123f3c9911050ea2c2dac107568dc43b2d3b0c7557a33212c398ead30f
     # via ipython
@@ -822,20 +814,20 @@ pluggy==1.6.0 \
     --hash=sha256:7dcc130b76258d33b90f61b658791dede3486c3e6bfb003ee5c9bfb396dd22f3 \
     --hash=sha256:e920276dd6813095e9377c0bc5566d94c932c33b27a3e3945d8389c374dd4746
     # via pytest
-policyengine==4.4.2 \
-    --hash=sha256:403303224e94665521f7d648a54918df8f28c56b97a83d29799d66cfd92bb7a2 \
-    --hash=sha256:8f3273f1908352b24b0958527899d2444ade515b7e5cf94c1fb7b798604099c2
-    # via -r /var/folders/qf/7fglpnr94wsc5xgbqkp80xbw0000gn/T/tmpqv3cyv28/requirements.in
+policyengine==4.4.3 \
+    --hash=sha256:555f1461b11ba5d934d5e432e806fcf6d31d2e41a742cd010e9c3c46acd0652e \
+    --hash=sha256:a12e8ed43a4b0f205d853853ccc678b2b8857381b8111336e711e35d8e6b1336
+    # via -r /var/folders/9l/_wztzgbx7mgc7l1r0416cy7m0000gn/T/tmprdlhdfl4/requirements.in
 policyengine-core==3.26.1 \
     --hash=sha256:185374b3c1fe13dc951637c49a9853211ca61a8a9971eb9cc4c4b07b1477240a \
     --hash=sha256:dc4e3007bcd137cbe608042d067cedb889a9b8671db3d08c8e237f1ac3e324b4
     # via
-    #   -r /var/folders/qf/7fglpnr94wsc5xgbqkp80xbw0000gn/T/tmpqv3cyv28/requirements.in
+    #   -r /var/folders/9l/_wztzgbx7mgc7l1r0416cy7m0000gn/T/tmprdlhdfl4/requirements.in
     #   policyengine-uk
 policyengine-uk==2.88.14 \
     --hash=sha256:21a4387ae52dcb5430b6d790edcc321816ed47147a3a0e21ffd482a36834d352 \
     --hash=sha256:ed10005ba7d0c973c0966ebbf7672853fb3caaa0456b8bf485fb13f8c323d975
-    # via -r /var/folders/qf/7fglpnr94wsc5xgbqkp80xbw0000gn/T/tmpqv3cyv28/requirements.in
+    # via -r /var/folders/9l/_wztzgbx7mgc7l1r0416cy7m0000gn/T/tmprdlhdfl4/requirements.in
 prompt-toolkit==3.0.52 \
     --hash=sha256:28cde192929c8e7321de85de1ddbe736f1375148b02f2e17edd840042b1be855 \
     --hash=sha256:9aac639a3bbd33284347de5ad8d68ecc044b91a762dc39b7c21095fcd6a19955
@@ -861,7 +853,7 @@ psutil==6.1.1 \
     # via
     #   policyengine
     #   policyengine-core
-ptyprocess==0.7.0 ; sys_platform != 'emscripten' and sys_platform != 'win32' \
+ptyprocess==0.7.0 \
     --hash=sha256:4b41f3967fce3af57cc7e94b888626c18bf37a083e3651ca8feeb66d492fef35 \
     --hash=sha256:5c5d0a3b48ceee0b48485e0c26037c0acd7d29765ca3fbb5cb3831d347423220
     # via pexpect
@@ -1101,9 +1093,9 @@ referencing==0.37.0 \
     # via
     #   jsonschema
     #   jsonschema-specifications
-requests==2.33.1 \
-    --hash=sha256:18817f8c57c6263968bc123d237e3b8b08ac046f5456bd1e307ee8f4250d3517 \
-    --hash=sha256:4e6d1ef462f3626a1f0a0a9c42dd93c63bad33f9f1c1937509b8c5c8718ab56a
+requests==2.34.0 \
+    --hash=sha256:7d62fe92f50eb82c529b0916bb445afa1531a566fc8f35ffdc64446e771b856a \
+    --hash=sha256:917520a21b767485ce7c588f4ebb917c436b24a31231b44228715eaeb5a52c60
     # via
     #   blosc2
     #   policyengine
@@ -1268,7 +1260,7 @@ tenacity==9.1.4 \
     --hash=sha256:6095a360c919085f28c6527de529e76a06ad89b23659fa881ae0649b867a9d55 \
     --hash=sha256:adb31d4c263f2bd041081ab33b498309a57c77f9acf2db65aadf0898179cf93a
     # via plotly
-threadpoolctl==3.6.0 ; platform_machine != 'wasm32' \
+threadpoolctl==3.6.0 \
     --hash=sha256:43a0b8fd5a2928500110039e43a5eed8480b918967083ea48dc3ab9f13c4a7fb \
     --hash=sha256:8ab8b4aa3491d812b623328249fab5302a68d2d71745c8a4c719a2fcaba9f44e
     # via blosc2
@@ -1298,10 +1290,6 @@ typing-inspection==0.4.2 \
     --hash=sha256:4ed1cacbdc298c220f1bd249ed5287caa16f34d44ef4e9c3d0cbad5b521545e7 \
     --hash=sha256:ba561c48a67c5958007083d386c3295464928b01faa735ab8547c5692e87f464
     # via pydantic
-tzdata==2026.2 ; sys_platform == 'emscripten' or sys_platform == 'win32' \
-    --hash=sha256:9173fde7d80d9018e02a662e168e5a2d04f87c41ea174b139fbef642eda62d10 \
-    --hash=sha256:bbe9af844f658da81a5f95019480da3a89415801f6cc966806612cc7169bffe7
-    # via pandas
 urllib3==2.7.0 \
     --hash=sha256:231e0ec3b63ceb14667c67be60f2f2c40a518cb38b03af60abc813da26505f4c \
     --hash=sha256:9fb4c81ebbb1ce9531cce37674bbc6f1360472bc18ca9a553ede278ef7276897
diff --git a/src/policyengine/data/install/uk/py313/pylock.toml b/src/policyengine/data/install/uk/py313/pylock.toml
index f2df4c2e..4fc3d0bc 100644
--- a/src/policyengine/data/install/uk/py313/pylock.toml
+++ b/src/policyengine/data/install/uk/py313/pylock.toml
@@ -1,5 +1,5 @@
 # This file was autogenerated by uv via the following command:
-#    uv pip compile /var/folders/qf/7fglpnr94wsc5xgbqkp80xbw0000gn/T/tmpqv3cyv28/requirements.in --python-version 3.13 --resolution highest --exclude-newer 2026-05-09T10:39:06Z --universal --format pylock.toml --output-file bundles/4.4.2/install/uk/py313/pylock.toml
+#    uv pip compile /var/folders/9l/_wztzgbx7mgc7l1r0416cy7m0000gn/T/tmprdlhdfl4/requirements.in --python-version 3.13 --python-platform x86_64-manylinux_2_28 --format pylock.toml --output-file bundles/4.4.3/install/uk/py313/pylock.toml
 lock-version = "1.0"
 created-by = "uv"
 requires-python = ">=3.13"
@@ -39,38 +39,7 @@ name = "blosc2"
 version = "4.2.0"
 marker = "python_full_version >= '3.11'"
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 [[packages]]
 name = "tenacity"
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 sdist = { url = "https://files.pythonhosted.org/packages/55/e3/70399cb7dd41c10ac53367ae42139cf4b1ca5f36bb3dc6c9d33acdb43655/typing_inspection-0.4.2.tar.gz", upload-time = 2025-10-01T02:14:41Z, size = 75949, hashes = { sha256 = "ba561c48a67c5958007083d386c3295464928b01faa735ab8547c5692e87f464" } }
 wheels = [{ url = "https://files.pythonhosted.org/packages/dc/9b/47798a6c91d8bdb567fe2698fe81e0c6b7cb7ef4d13da4114b41d239f65d/typing_inspection-0.4.2-py3-none-any.whl", upload-time = 2025-10-01T02:14:40Z, size = 14611, hashes = { sha256 = "4ed1cacbdc298c220f1bd249ed5287caa16f34d44ef4e9c3d0cbad5b521545e7" } }]
 
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-name = "tzdata"
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-marker = "sys_platform == 'emscripten' or sys_platform == 'win32'"
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-
 [[packages]]
 name = "urllib3"
 version = "2.7.0"
diff --git a/src/policyengine/data/install/uk/py314/constraints.txt b/src/policyengine/data/install/uk/py314/constraints.txt
deleted file mode 100644
index e035a885..00000000
--- a/src/policyengine/data/install/uk/py314/constraints.txt
+++ /dev/null
@@ -1,1316 +0,0 @@
-# This file was autogenerated by uv via the following command:
-#    uv pip compile /var/folders/qf/7fglpnr94wsc5xgbqkp80xbw0000gn/T/tmp4ria5xcy/requirements.in --python-version 3.14 --resolution highest --exclude-newer 2026-05-09T10:39:06Z --universal --format requirements.txt --generate-hashes --output-file bundles/4.4.2/install/uk/py314/constraints.txt
-annotated-doc==0.0.4 \
-    --hash=sha256:571ac1dc6991c450b25a9c2d84a3705e2ae7a53467b5d111c24fa8baabbed320 \
-    --hash=sha256:fbcda96e87e9c92ad167c2e53839e57503ecfda18804ea28102353485033faa4
-    # via typer
-annotated-types==0.7.0 \
-    --hash=sha256:1f02e8b43a8fbbc3f3e0d4f0f4bfc8131bcb4eebe8849b8e5c773f3a1c582a53 \
-    --hash=sha256:aff07c09a53a08bc8cfccb9c85b05f1aa9a2a6f23728d790723543408344ce89
-    # via pydantic
-anyio==4.13.0 \
-    --hash=sha256:08b310f9e24a9594186fd75b4f73f4a4152069e3853f1ed8bfbf58369f4ad708 \
-    --hash=sha256:334b70e641fd2221c1505b3890c69882fe4a2df910cba14d97019b90b24439dc
-    # via httpx
-asttokens==3.0.1 \
-    --hash=sha256:15a3ebc0f43c2d0a50eeafea25e19046c68398e487b9f1f5b517f7c0f40f976a \
-    --hash=sha256:71a4ee5de0bde6a31d64f6b13f2293ac190344478f081c3d1bccfcf5eacb0cb7
-    # via stack-data
-attrs==26.1.0 \
-    --hash=sha256:c647aa4a12dfbad9333ca4e71fe62ddc36f4e63b2d260a37a8b83d2f043ac309 \
-    --hash=sha256:d03ceb89cb322a8fd706d4fb91940737b6642aa36998fe130a9bc96c985eff32
-    # via
-    #   jsonschema
-    #   referencing
-blosc2==4.2.0 \
-    --hash=sha256:0f6444e125142876f8ce02f1ec8a13499f436a01e7ffdffd080d7156fd5fa079 \
-    --hash=sha256:1a77412d3229a7ec4ce8e353604e563400cc57346d6e8ba578453a6134bf2190 \
-    --hash=sha256:1e2f0767c68c4e5dea1543c7c138421264db494a6bbeb6ab81f101bcb6382ff4 \
-    --hash=sha256:2423b70dc17b048382f8a9a17085842a7c3c2f9bb14d3be2f8a7cbb378ef4ad9 \
-    --hash=sha256:291f689635c9ebc30a6b13fdc0f2069ab7a245fa27dabe8fa14b6d35c3f096cf \
-    --hash=sha256:3b72e9bbce0459ec695e25bb1fba8fa05ba9af4fed71c220d20376df99cf32fa \
-    --hash=sha256:44a2070a6efa990986a26a4f9a2d8a2fa9ee9ec705617d38750bcb019c53d632 \
-    --hash=sha256:4f7b006333891d3594660abb7820be0497c0baab3538742562caa78e03e5312c \
-    --hash=sha256:59f4de7f9e8a587e5c6e6ae54ba74f4d78a47a1cc3f097d03105274b36720da6 \
-    --hash=sha256:5b16df388e1884e458955de64db6ce6db438154fb3fe9089180ef9863ceb79bf \
-    --hash=sha256:6ff429d2364f423229e82037adb1efe91a5f3dc767f0817cbc635adf84b83e20 \
-    --hash=sha256:7888ac409a479da50d7e02eeb1bcbf1e45213af362eff1b938d584cf66c2f39b \
-    --hash=sha256:87c3a108c8ce311eb00a7c3d32d4d0ab023599a2d23fc07c998debe2dad00f8e \
-    --hash=sha256:89227492844ec7b487e7182314ac75997d5f864be2025cf6879f355fdb669532 \
-    --hash=sha256:8ff3c6b2cf7d3e6a3481f7e1a6eef283af3e2b65f53401b1ebc63eea14b0b758 \
-    --hash=sha256:976abf343866c97de637adb452153dfbe63c2b69a2a4999dc494ebc22585a567 \
-    --hash=sha256:9c5c0ae30c831a90a9d1973cecbeab99a7de2df4f172ac8020d2d60d1c2c5ae2 \
-    --hash=sha256:9cadf2708888e586027178be9e17215ae6f20fb5829596e9771751aa453e7a0e \
-    --hash=sha256:9eb69182c51cda1b402aaf78ce908759f7a277420ce3fad9981ff560544e50b3 \
-    --hash=sha256:a07e0d16aab433e10d173b553fabb7b8cf64e5dd826eaae548d2e9a9ac5f2f69 \
-    --hash=sha256:a269a8b265caed0093f3ee99eff8c8691da407764f5ee5b1bd0c12044fcb6c51 \
-    --hash=sha256:ad857c3dddaf5486a49b59f4f351079bfc8f50786d033638bf722e4fa7595249 \
-    --hash=sha256:afc041c5de1d66fb731c45bd5bcf84356da3f17b4acdec5a8448236c6d48f845 \
-    --hash=sha256:b8d907efa30a2ca4895dd37fa0b527ee88be17df1981f98194f867d97ff07429 \
-    --hash=sha256:bb67066f1a64d7929f271836994e5fb0383ae8b8f03d673650a94dafd7eaa349 \
-    --hash=sha256:bb82cc1d528bac82c0b5c2009377f5be6528405d2737fd151ffce4dc6fe0a96b \
-    --hash=sha256:bbefc417322a59443d844b4d03e66b228694ec6bfd1de8bbd832c4aa0eaebe64 \
-    --hash=sha256:d28efb0b13c1f22db4a799d22ab02b0024fd4ecd1cc47dbe756d88e08079867a \
-    --hash=sha256:e997adbf086a4b98f732504952193afa817c41a7c70d26bce71fdd397542c664 \
-    --hash=sha256:f48ea67ccd751999e9bb3c4e10853d422167b9619af701b1fdb08cc27584db96 \
-    --hash=sha256:fa448c419a8227321cab735aece33fca1afac1447cd140a3db81a6b2bed560fa
-    # via tables
-certifi==2026.4.22 \
-    --hash=sha256:3cb2210c8f88ba2318d29b0388d1023c8492ff72ecdde4ebdaddbb13a31b1c4a \
-    --hash=sha256:8d455352a37b71bf76a79caa83a3d6c25afee4a385d632127b6afb3963f1c580
-    # via
-    #   httpcore
-    #   httpx
-    #   requests
-charset-normalizer==3.4.7 \
-    --hash=sha256:007d05ec7321d12a40227aae9e2bc6dca73f3cb21058999a1df9e193555a9dcc \
-    --hash=sha256:03853ed82eeebbce3c2abfdbc98c96dc205f32a79627688ac9a27370ea61a49c \
-    --hash=sha256:07d9e39b01743c3717745f4c530a6349eadbfa043c7577eef86c502c15df2c67 \
-    --hash=sha256:08e721811161356f97b4059a9ba7bafb23ea5ee2255402c42881c214e173c6b4 \
-    --hash=sha256:0c96c3b819b5c3e9e165495db84d41914d6894d55181d2d108cc1a69bfc9cce0 \
-    --hash=sha256:0ea948db76d31190bf08bd371623927ee1339d5f2a0b4b1b4a4439a65298703c \
-    --hash=sha256:0f7eb884681e3938906ed0434f20c63046eacd0111c4ba96f27b76084cd679f5 \
-    --hash=sha256:12a6fff75f6bc66711b73a2f0addfc4c8c15a20e805146a02d147a318962c444 \
-    --hash=sha256:12d8baf840cc7889b37c7c770f478adea7adce3dcb3944d02ec87508e2dcf153 \
-    --hash=sha256:14265bfe1f09498b9d8ec91e9ec9fa52775edf90fcbde092b25f4a33d444fea9 \
-    --hash=sha256:16d971e29578a5e97d7117866d15889a4a07befe0e87e703ed63cd90cb348c01 \
-    --hash=sha256:177a0ba5f0211d488e295aaf82707237e331c24788d8d76c96c5a41594723217 \
-    --hash=sha256:1a87ca9d5df6fe460483d9a5bbf2b18f620cbed41b432e2bddb686228282d10b \
-    --hash=sha256:1c2a768fdd44ee4a9339a9b0b130049139b8ce3c01d2ce09f67f5a68048d477c \
-    --hash=sha256:1c2aed2e5e41f24ea8ef1590b8e848a79b56f3a5564a65ceec43c9d692dc7d8a \
-    --hash=sha256:1dc8b0ea451d6e69735094606991f32867807881400f808a106ee1d963c46a83 \
-    --hash=sha256:1efde3cae86c8c273f1eb3b287be7d8499420cf2fe7585c41d370d3e790054a5 \
-    --hash=sha256:202389074300232baeb53ae2569a60901f7efadd4245cf3a3bf0617d60b439d7 \
-    --hash=sha256:203104ed3e428044fd943bc4bf45fa73c0730391f9621e37fe39ecf477b128cb \
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-    --hash=sha256:298930cec56029e05497a76988377cbd7457ba864beeea92ad7e844fe74cd1f1 \
-    --hash=sha256:2cd4a60d0e2fb04537162c62bbbb4182f53541fe0ede35cdf270a1c1e723cc42 \
-    --hash=sha256:2d6eb928e13016cea4f1f21d1e10c1cebd5a421bc57ddf5b1142ae3f86824fab \
-    --hash=sha256:2fe249cb4651fd12605b7288b24751d8bfd46d35f12a20b1ba33dea122e690df \
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-    --hash=sha256:320ade88cfb846b8cd6b4ddf5ee9e80ee0c1f52401f2456b84ae1ae6a1a5f207 \
-    --hash=sha256:3534e7dcbdcf757da6b85a0bbf5b6868786d5982dd959b065e65481644817a18 \
-    --hash=sha256:36836d6ff945a00b88ba1e4572d721e60b5b8c98c155d465f56ad19d68f23734 \
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-    --hash=sha256:4e5163c14bffd570ef2affbfdd77bba66383890797df43dc8b4cc7d6f500bf53 \
-    --hash=sha256:511ef87c8aec0783e08ac18565a16d435372bc1ac25a91e6ac7f5ef2b0bff790 \
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-    --hash=sha256:6ed74185b2db44f41ef35fd1617c5888e59792da9bbc9190d6c7300617182616 \
-    --hash=sha256:708838739abf24b2ceb208d0e22403dd018faeef86ddac04319a62ae884c4f15 \
-    --hash=sha256:715479b9a2802ecac752a3b0efa2b0b60285cf962ee38414211abdfccc233b41 \
-    --hash=sha256:733784b6d6def852c814bce5f318d25da2ee65dd4839a0718641c696e09a2960 \
-    --hash=sha256:750e02e074872a3fad7f233b47734166440af3cdea0add3e95163110816d6752 \
-    --hash=sha256:752a45dc4a6934060b3b0dab47e04edc3326575f82be64bc4fc293914566503e \
-    --hash=sha256:7579e913a5339fb8fa133f6bbcfd8e6749696206cf05acdbdca71a1b436d8e72 \
-    --hash=sha256:7641bb8895e77f921102f72833904dcd9901df5d6d72a2ab8f31d04b7e51e4e7 \
-    --hash=sha256:7804338df6fcc08105c7745f1502ba68d900f45fd770d5bdd5288ddccb8a42d8 \
-    --hash=sha256:80d04837f55fc81da168b98de4f4b797ef007fc8a79ab71c6ec9bc4dd662b15b \
-    --hash=sha256:813c0e0132266c08eb87469a642cb30aaff57c5f426255419572aaeceeaa7bf4 \
-    --hash=sha256:82b271f5137d07749f7bf32f70b17ab6eaabedd297e75dce75081a24f76eb545 \
-    --hash=sha256:84c018e49c3bf790f9c2771c45e9313a08c2c2a6342b162cd650258b57817706 \
-    --hash=sha256:8751d2787c9131302398b11e6c8068053dcb55d5a8964e114b6e196cf16cb366 \
-    --hash=sha256:8778f0c7a52e56f75d12dae53ae320fae900a8b9b4164b981b9c5ce059cd1fcb \
-    --hash=sha256:87fad7d9ba98c86bcb41b2dc8dbb326619be2562af1f8ff50776a39e55721c5a \
-    --hash=sha256:8d828b6667a32a728a1ad1d93957cdf37489c57b97ae6c4de2860fa749b8fc1e \
-    --hash=sha256:8e385e4267ab76874ae30db04c627faaaf0b509e1ccc11a95b3fc3e83f855c00 \
-    --hash=sha256:92a0a01ead5e668468e952e4238cccd7c537364eb7d851ab144ab6627dbbe12f \
-    --hash=sha256:94e1885b270625a9a828c9793b4d52a64445299baa1fea5a173bf1d3dd9a1a5a \
-    --hash=sha256:a180c5e59792af262bf263b21a3c49353f25945d8d9f70628e73de370d55e1e1 \
-    --hash=sha256:a277ab8928b9f299723bc1a2dabb1265911b1a76341f90a510368ca44ad9ab66 \
-    --hash=sha256:a5fe03b42827c13cdccd08e6c0247b6a6d4b5e3cdc53fd1749f5896adcdc2356 \
-    --hash=sha256:a6c5863edfbe888d9eff9c8b8087354e27618d9da76425c119293f11712a6319 \
-    --hash=sha256:a89c23ef8d2c6b27fd200a42aa4ac72786e7c60d40efdc76e6011260b6e949c4 \
-    --hash=sha256:adb2597b428735679446b46c8badf467b4ca5f5056aae4d51a19f9570301b1ad \
-    --hash=sha256:ae196f021b5e7c78e918242d217db021ed2a6ace2bc6ae94c0fc596221c7f58d \
-    --hash=sha256:ae89db9e5f98a11a4bf50407d4363e7b09b31e55bc117b4f7d80aab97ba009e5 \
-    --hash=sha256:aed52fea0513bac0ccde438c188c8a471c4e0f457c2dd20cdbf6ea7a450046c7 \
-    --hash=sha256:aef65cd602a6d0e0ff6f9930fcb1c8fec60dd2cfcb6facaf4bdb0e5873042db0 \
-    --hash=sha256:af21eb4409a119e365397b2adbaca4c9ccab56543a65d5dbd9f920d6ac29f686 \
-    --hash=sha256:b14b2d9dac08e28bb8046a1a0434b1750eb221c8f5b87a68f4fa11a6f97b5e34 \
-    --hash=sha256:bb6d88045545b26da47aa879dd4a89a71d1dce0f0e549b1abcb31dfe4a8eac49 \
-    --hash=sha256:bb8cc7534f51d9a017b93e3e85b260924f909601c3df002bcdb58ddb4dc41a5c \
-    --hash=sha256:bc17a677b21b3502a21f66a8cc64f5bfad4df8a0b8434d661666f8ce90ac3af1 \
-    --hash=sha256:bd6c2a1c7573c64738d716488d2cdd3c00e340e4835707d8fdb8dc1a66ef164e \
-    --hash=sha256:bd9b23791fe793e4968dba0c447e12f78e425c59fc0e3b97f6450f4781f3ee60 \
-    --hash=sha256:c03a41a8784091e67a39648f70c5f97b5b6a37f216896d44d2cdcb82615339a0 \
-    --hash=sha256:c0f081d69a6e58272819b70288d3221a6ee64b98df852631c80f293514d3b274 \
-    --hash=sha256:c35abb8bfff0185efac5878da64c45dafd2b37fb0383add1be155a763c1f083d \
-    --hash=sha256:c36c333c39be2dbca264d7803333c896ab8fa7d4d6f0ab7edb7dfd7aea6e98c0 \
-    --hash=sha256:c45e9440fb78f8ddabcf714b68f936737a121355bf59f3907f4e17721b9d1aae \
-    --hash=sha256:c593052c465475e64bbfe5dbd81680f64a67fdc752c56d7a0ae205dc8aeefe0f \
-    --hash=sha256:cdd68a1fb318e290a2077696b7eb7a21a49163c455979c639bf5a5dcdc46617d \
-    --hash=sha256:ce3412fbe1e31eb81ea42f4169ed94861c56e643189e1e75f0041f3fe7020abe \
-    --hash=sha256:cf1493cd8607bec4d8a7b9b004e699fcf8f9103a9284cc94962cb73d20f9d4a3 \
-    --hash=sha256:cf29836da5119f3c8a8a70667b0ef5fdca3bb12f80fd06487cfa575b3909b393 \
-    --hash=sha256:d4a48e5b3c2a489fae013b7589308a40146ee081f6f509e047e0e096084ceca1 \
-    --hash=sha256:d560742f3c0d62afaccf9f41fe485ed69bd7661a241f86a3ef0f0fb8b1a397af \
-    --hash=sha256:d6038d37043bced98a66e68d3aa2b6a35505dc01328cd65217cefe82f25def44 \
-    --hash=sha256:d61f00a0869d77422d9b2aba989e2d24afa6ffd552af442e0e58de4f35ea6d00 \
-    --hash=sha256:d635aab80466bc95771bb78d5370e74d36d1fe31467b6b29b8b57b2a3cd7d22c \
-    --hash=sha256:dca4bbc466a95ba9c0234ef56d7dd9509f63da22274589ebd4ed7f1f4d4c54e3 \
-    --hash=sha256:dd915403e231e6b1809fe9b6d9fc55cf8fb5e02765ac625d9cd623342a7905d7 \
-    --hash=sha256:e044c39e41b92c845bc815e5ae4230804e8e7bc29e399b0437d64222d92809dd \
-    --hash=sha256:e060d01aec0a910bdccb8be71faf34e7799ce36950f8294c8bf612cba65a2c9e \
-    --hash=sha256:e1421b502d83040e6d7fb2fb18dff63957f720da3d77b2fbd3187ceb63755d7b \
-    --hash=sha256:e17b8d5d6a8c47c85e68ca8379def1303fd360c3e22093a807cd34a71cd082b8 \
-    --hash=sha256:e5f4d355f0a2b1a31bc3edec6795b46324349c9cb25eed068049e4f472fb4259 \
-    --hash=sha256:e712b419df8ba5e42b226c510472b37bd57b38e897d3eca5e8cfd410a29fa859 \
-    --hash=sha256:e74327fb75de8986940def6e8dee4f127cc9752bee7355bb323cc5b2659b6d46 \
-    --hash=sha256:e80c8378d8f3d83cd3164da1ad2df9e37a666cdde7b1cb2298ed0b558064be30 \
-    --hash=sha256:e8ac484bf18ce6975760921bb6148041faa8fef0547200386ea0b52b5d27bf7b \
-    --hash=sha256:eca9705049ad3c7345d574e3510665cb2cf844c2f2dcfe675332677f081cbd46 \
-    --hash=sha256:ed065083d0898c9d5b4bbec7b026fd755ff7454e6e8b73a67f8c744b13986e24 \
-    --hash=sha256:edac0f1ab77644605be2cbba52e6b7f630731fc42b34cb0f634be1a6eface56a \
-    --hash=sha256:effc3f449787117233702311a1b7d8f59cba9ced946ba727bdc329ec69028e24 \
-    --hash=sha256:f22dec1690b584cea26fade98b2435c132c1b5f68e39f5a0b7627cd7ae31f1dc \
-    --hash=sha256:f495a1652cf3fbab2eb0639776dad966c2fb874d79d87ca07f9d5f059b8bd215 \
-    --hash=sha256:f496c9c3cc02230093d8330875c4c3cdfc3b73612a5fd921c65d39cbcef08063 \
-    --hash=sha256:f59099f9b66f0d7145115e6f80dd8b1d847176df89b234a5a6b3f00437aa0832 \
-    --hash=sha256:f59ad4c0e8f6bba240a9bb85504faa1ab438237199d4cce5f622761507b8f6a6 \
-    --hash=sha256:fbccdc05410c9ee21bbf16a35f4c1d16123dcdeb8a1d38f33654fa21d0234f79 \
-    --hash=sha256:fea24543955a6a729c45a73fe90e08c743f0b3334bbf3201e6c4bc1b0c7fa464
-    # via requests
-click==8.3.3 \
-    --hash=sha256:398329ad4837b2ff7cbe1dd166a4c0f8900c3ca3a218de04466f38f6497f18a2 \
-    --hash=sha256:a2bf429bb3033c89fa4936ffb35d5cb471e3719e1f3c8a7c3fff0b8314305613
-    # via typer
-colorama==0.4.6 ; sys_platform == 'win32' \
-    --hash=sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44 \
-    --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
-    # via
-    #   click
-    #   ipython
-    #   pytest
-    #   tqdm
-decorator==5.2.1 \
-    --hash=sha256:65f266143752f734b0a7cc83c46f4618af75b8c5911b00ccb61d0ac9b6da0360 \
-    --hash=sha256:d316bb415a2d9e2d2b3abcc4084c6502fc09240e292cd76a76afc106a1c8e04a
-    # via ipython
-dpath==2.2.0 \
-    --hash=sha256:34f7e630dc55ea3f219e555726f5da4b4b25f2200319c8e6902c394258dd6a3e \
-    --hash=sha256:b330a375ded0a0d2ed404440f6c6a715deae5313af40bbb01c8a41d891900576
-    # via policyengine-core
-executing==2.2.1 \
-    --hash=sha256:3632cc370565f6648cc328b32435bd120a1e4ebb20c77e3fdde9a13cd1e533c4 \
-    --hash=sha256:760643d3452b4d777d295bb167ccc74c64a81df23fb5e08eff250c425a4b2017
-    # via stack-data
-filelock==3.29.0 \
-    --hash=sha256:69974355e960702e789734cb4871f884ea6fe50bd8404051a3530bc07809cf90 \
-    --hash=sha256:96f5f6344709aa1572bbf631c640e4ebeeb519e08da902c39a001882f30ac258
-    # via huggingface-hub
-fsspec==2026.4.0 \
-    --hash=sha256:11ef7bb35dab8a394fde6e608221d5cf3e8499401c249bebaeaad760a1a8dec2 \
-    --hash=sha256:301d8ac70ae90ef3ad05dcf94d6c3754a097f9b5fe4667d2787aa359ec7df7e4
-    # via huggingface-hub
-h11==0.16.0 \
-    --hash=sha256:4e35b956cf45792e4caa5885e69fba00bdbc6ffafbfa020300e549b208ee5ff1 \
-    --hash=sha256:63cf8bbe7522de3bf65932fda1d9c2772064ffb3dae62d55932da54b31cb6c86
-    # via httpcore
-h5py==3.16.0 \
-    --hash=sha256:099f2525c9dcf28de366970a5fb34879aab20491589fa89ce2863a84218bb524 \
-    --hash=sha256:0f456f556e4e2cebeebd9d66adf8dc321770a42593494a0b6f0af54a7567b242 \
-    --hash=sha256:15922e485844f77c0b9d275396d435db3baa58292a9c2176a386e072e0cf2491 \
-    --hash=sha256:1677ad48b703f44efc9ea0c3ab284527f81bc4f318386aaaebc5fede6bbae56f \
-    --hash=sha256:171038f23bccddfc23f344cadabdfc9917ff554db6a0d417180d2747fe4c75a7 \
-    --hash=sha256:17d1f1630f92ad74494a9a7392ab25982ce2b469fc62da6074c0ce48366a2999 \
-    --hash=sha256:1897a771a7f40d05c262fc8f37376ec37873218544b70216872876c627640f63 \
-    --hash=sha256:18f2bbcd545e6991412253b98727374c356d67caa920e68dc79eab36bf5fedad \
-    --hash=sha256:2b2c02b0a160faed5fb33f1ba8a264a37ee240b22e049ecc827345d0d9043074 \
-    --hash=sha256:314b6054fe0b1051c2b0cb2df5cbdab15622fb05e80f202e3b6a5eee0d6fe365 \
-    --hash=sha256:346df559a0f7dcb31cf8e44805319e2ab24b8957c45e7708ce503b2ec79ba725 \
-    --hash=sha256:370a845f432c2c9619db8eed334d1e610c6015796122b0e57aa46312c22617d9 \
-    --hash=sha256:39c2838fb1e8d97bcf1755e60ad1f3dd76a7b2a475928dc321672752678b96db \
-    --hash=sha256:3e6cb3387c756de6a9492d601553dffea3fe11b5f22b443aac708c69f3f55e16 \
-    --hash=sha256:3fae9197390c325e62e0a1aa977f2f62d994aa87aab182abbea85479b791197c \
-    --hash=sha256:42108e93326c50c2810025aade9eac9d6827524cdccc7d4b75a546e5ab308edb \
-    --hash=sha256:42b012933a83e1a558c673176676a10ce2fd3759976a0fedee1e672d1e04fc9d \
-    --hash=sha256:43259303989ac8adacc9986695b31e35dba6fd1e297ff9c6a04b7da5542139cc \
-    --hash=sha256:4c6ab014ab704b4feaa719ae783b86522ed0bf1f82184704ed3c9e4e3228796e \
-    --hash=sha256:656f00e4d903199a1d58df06b711cf3ca632b874b4207b7dbec86185b5c8c7d4 \
-    --hash=sha256:698dd69291272642ffda44a0ecd6cd3bda5faf9621452d255f57ce91487b9794 \
-    --hash=sha256:719439d14b83f74eeb080e9650a6c7aa6d0d9ea0ca7f804347b05fac6fbf18af \
-    --hash=sha256:7c4dd4cf5f0a4e36083f73172f6cfc25a5710789269547f132a20975bfe2434c \
-    --hash=sha256:7e420b539fb6023a259a1b14d4c9f6df8cf50d7268f48e161169987a57b737ff \
-    --hash=sha256:8389e13a1fd745ad2856873e8187fd10268b2d9677877bb667b41aebd771d8b7 \
-    --hash=sha256:85b9c49dd58dc44cf70af944784e2c2038b6f799665d0dcbbc812a26e0faa859 \
-    --hash=sha256:86385ea895508220b8a7e45efa428aeafaa586bd737c7af9ee04661d8d84a10d \
-    --hash=sha256:8975273c2c5921c25700193b408e28d6bdd0111c37468b2d4e25dcec4cd1d84d \
-    --hash=sha256:8c1eff849cdd53cbc73c214c30ebdb6f1bb8b64790b4b4fc36acdb5e43570210 \
-    --hash=sha256:9300ad32dea9dfc5171f94d5f6948e159ed93e4701280b0f508773b3f582f402 \
-    --hash=sha256:96b422019a1c8975c2d5dadcf61d4ba6f01c31f92bbde6e4649607885fe502d6 \
-    --hash=sha256:9c9d307c0ef862d1cd5714f72ecfafe0a5d7529c44845afa8de9f46e5ba8bd65 \
-    --hash=sha256:a0dbaad796840ccaa67a4c144a0d0c8080073c34c76d5a6941d6818678ef2738 \
-    --hash=sha256:a6fbc5367d4046801f9b7db9191b31895f22f1c6df1f9987d667854cac493538 \
-    --hash=sha256:bdef06507725b455fccba9c16529121a5e1fbf56aa375f7d9713d9e8ff42454d \
-    --hash=sha256:c3f0a0e136f2e95dd0b67146abb6668af4f1a69c81ef8651a2d316e8e01de447 \
-    --hash=sha256:c5313566f4643121a78503a473f0fb1e6dcc541d5115c44f05e037609c565c4d \
-    --hash=sha256:df02dd29bd247f98674634dfe41f89fd7c16ba3d7de8695ec958f58404a4e618 \
-    --hash=sha256:dfc21898ff025f1e8e67e194965a95a8d4754f452f83454538f98f8a3fcb207e \
-    --hash=sha256:e06f864bedb2c8e7c1358e6c73af48519e317457c444d6f3d332bb4e8fa6d7d9 \
-    --hash=sha256:e2c04d129f180019e216ee5f9c40b78a418634091c8782e1f723a6ca3658b965 \
-    --hash=sha256:e4360f15875a532bc7b98196c7592ed4fc92672a57c0a621355961cafb17a6dd \
-    --hash=sha256:ec86d4fffd87a0f4cb3d5796ceb5a50123a2a6d99b43e616e5504e66a953eca3 \
-    --hash=sha256:fa48993a0b799737ba7fd21e2350fa0a60701e58180fae9f2de834bc39a147ab \
-    --hash=sha256:faca8fb4e4319c09d83337adc80b2ca7d5c5a343c2d6f1b6388f32cfecca13c1 \
-    --hash=sha256:fb1720028d99040792bb2fb31facb8da44a6f29df7697e0b84f0d79aff2e9bd3 \
-    --hash=sha256:ff24039e2573297787c3063df64b60aab0591980ac898329a08b0320e0cf2527 \
-    --hash=sha256:ffbab2fedd6581f6aa31cf1639ca2cb86e02779de525667892ebf4cc9fd26434
-    # via policyengine-core
-hf-xet==1.5.0 ; platform_machine == 'AMD64' or platform_machine == 'aarch64' or platform_machine == 'amd64' or platform_machine == 'arm64' or platform_machine == 'x86_64' \
-    --hash=sha256:1e60df5a42e9bed8628b6416af2cba4cba57ae9f02de226a06b020d98e1aab18 \
-    --hash=sha256:2806c7c17b4d23f8d88f7c4814f838c3b6150773fe339c20af23e1cfaf2797e4 \
-    --hash=sha256:2baea1b0b989e5c152fe81425f7745ddc8901280ba3d97c98d8cdece7b706c60 \
-    --hash=sha256:3531b1823a0e6d77d80f9ed15ca0e00f0d115094f8ac033d5cae88f4564cc949 \
-    --hash=sha256:4b35549ce62601b84da4ff9b24d970032ace3d4430f52d91bcbb26c901d6c690 \
-    --hash=sha256:526345b3ed45f374f6317349df489167606736c876241ba984105afe7fd4839d \
-    --hash=sha256:5906bf7718d3636dc13402914736abe723492cb730f744834f5f5b67d3a12702 \
-    --hash=sha256:5f3dc2248fc01cc0a00cd392ab497f1ca373fcbc7e3f2da1f452480b384e839e \
-    --hash=sha256:73a0dae8c71de3b0633a45c73f4a4a5ed09e94b43441d82981a781d4f12baa42 \
-    --hash=sha256:786d28e2eb8315d5035544b9d137b4a842d600c434bb91bf7d0d953cce906ad4 \
-    --hash=sha256:7d70fe2ce97b9db73b9c9b9c81fe3693640aec83416a966c446afea54acfae3c \
-    --hash=sha256:872d5601e6deea30d15865ede55d29eac6daf5a534ab417b99b6ef6b076dd96c \
-    --hash=sha256:8dbcbab554c9ef158ef2c991545c3e970ddd8cc7acdcd0a78c5a41095dab4ded \
-    --hash=sha256:9929561f5abf4581c8ea79587881dfef6b8abb2a0d8a51915936fc2a614f4e73 \
-    --hash=sha256:9a0ee58cd18d5ea799f7ed11290bbccbe56bdd8b1d97ca74b9cc49a3945d7a3b \
-    --hash=sha256:a60290ec57e9b71767fba7c3645ddafdd0759974b540441510c629c6db6db24a \
-    --hash=sha256:b285cea1b5bab46b758772716ba8d6854a1a0310fed1c249d678a8b38601e5a0 \
-    --hash=sha256:b6c9df403040248c76d808d3e047d64db2d923bae593eb244c41e425cf6cd7be \
-    --hash=sha256:c799d49f1a5544a0ef7591c0ee75e0d6b93d6f56dc7a4979f59f7518d2872216 \
-    --hash=sha256:cf7b2dc6f31a4ea754bb50f74cde482dcf5d366d184076d8530b9872787f3761 \
-    --hash=sha256:dad0dc84e941b8ba3c860659fe1fdc35c049d47cce293f003287757e971a8f56 \
-    --hash=sha256:e0fb0a34d9f406eed88233e829a67ec016bec5af19e480eac65a233ea289a948 \
-    --hash=sha256:e5de0f6deada0dada870bb376a11bcd1f08abf3a968a6d118f33e72d1b1eb480 \
-    --hash=sha256:f7b7bbae318e583a86fb21e5a4a175d6721d628a2874f4bd022d0e660c32a682 \
-    --hash=sha256:fd6e5a9b0fdac4ed03ed45ef79254a655b1aaab514a02202617fbf643f5fdf7a
-    # via huggingface-hub
-httpcore==1.0.9 \
-    --hash=sha256:2d400746a40668fc9dec9810239072b40b4484b640a8c38fd654a024c7a1bf55 \
-    --hash=sha256:6e34463af53fd2ab5d807f399a9b45ea31c3dfa2276f15a2c3f00afff6e176e8
-    # via httpx
-httpx==0.28.1 \
-    --hash=sha256:75e98c5f16b0f35b567856f597f06ff2270a374470a5c2392242528e3e3e42fc \
-    --hash=sha256:d909fcccc110f8c7faf814ca82a9a4d816bc5a6dbfea25d6591d6985b8ba59ad
-    # via huggingface-hub
-huggingface-hub==1.14.0 \
-    --hash=sha256:d6d2c9cd6be1d02ae9ec6672d5587d10a427f377db688e82528f426a041622c2 \
-    --hash=sha256:efe075535c62e130b30e836b138e13785f6f043d1f0539e0a39aa411a99e90b8
-    # via policyengine-core
-idna==3.13 \
-    --hash=sha256:585ea8fe5d69b9181ec1afba340451fba6ba764af97026f92a91d4eef164a242 \
-    --hash=sha256:892ea0cde124a99ce773decba204c5552b69c3c67ffd5f232eb7696135bc8bb3
-    # via
-    #   anyio
-    #   httpx
-    #   requests
-iniconfig==2.3.0 \
-    --hash=sha256:c76315c77db068650d49c5b56314774a7804df16fee4402c1f19d6d15d8c4730 \
-    --hash=sha256:f631c04d2c48c52b84d0d0549c99ff3859c98df65b3101406327ecc7d53fbf12
-    # via pytest
-ipython==8.39.0 \
-    --hash=sha256:4110ae96012c379b8b6db898a07e186c40a2a1ef5d57a7fa83166047d9da7624 \
-    --hash=sha256:bb3c51c4fa8148ab1dea07a79584d1c854e234ea44aa1283bcb37bc75054651f
-    # via
-    #   policyengine-core
-    #   pyvis
-jedi==0.20.0 \
-    --hash=sha256:7bdd9c2634f56713299976f4cbd59cb3fa92165cc5e05ea811fb253480728b67 \
-    --hash=sha256:c3f4ccbd276696f4b19c54618d4fb18f9fc24b0aef02acf704b23f487daa1011
-    # via ipython
-jinja2==3.1.6 \
-    --hash=sha256:0137fb05990d35f1275a587e9aee6d56da821fc83491a0fb838183be43f66d6d \
-    --hash=sha256:85ece4451f492d0c13c5dd7c13a64681a86afae63a5f347908daf103ce6d2f67
-    # via pyvis
-jsonpickle==4.1.1 \
-    --hash=sha256:bb141da6057898aa2438ff268362b126826c812a1721e31cf08a6e142910dc91 \
-    --hash=sha256:f86e18f13e2b96c1c1eede0b7b90095bbb61d99fedc14813c44dc2f361dbbae1
-    # via pyvis
-jsonschema==4.26.0 \
-    --hash=sha256:0c26707e2efad8aa1bfc5b7ce170f3fccc2e4918ff85989ba9ffa9facb2be326 \
-    --hash=sha256:d489f15263b8d200f8387e64b4c3a75f06629559fb73deb8fdfb525f2dab50ce
-    # via policyengine
-jsonschema-specifications==2025.9.1 \
-    --hash=sha256:98802fee3a11ee76ecaca44429fda8a41bff98b00a0f2838151b113f210cc6fe \
-    --hash=sha256:b540987f239e745613c7a9176f3edb72b832a4ac465cf02712288397832b5e8d
-    # via jsonschema
-markdown-it-py==4.2.0 \
-    --hash=sha256:04a21681d6fbb623de53f6f364d352309d4094dd4194040a10fd51833e418d49 \
-    --hash=sha256:9f7ebbcd14fe59494226453aed97c1070d83f8d24b6fc3a3bcf9a38092641c4a
-    # via rich
-markupsafe==3.0.3 \
-    --hash=sha256:0303439a41979d9e74d18ff5e2dd8c43ed6c6001fd40e5bf2e43f7bd9bbc523f \
-    --hash=sha256:068f375c472b3e7acbe2d5318dea141359e6900156b5b2ba06a30b169086b91a \
-    --hash=sha256:0bf2a864d67e76e5c9a34dc26ec616a66b9888e25e7b9460e1c76d3293bd9dbf \
-    --hash=sha256:0db14f5dafddbb6d9208827849fad01f1a2609380add406671a26386cdf15a19 \
-    --hash=sha256:0eb9ff8191e8498cca014656ae6b8d61f39da5f95b488805da4bb029cccbfbaf \
-    --hash=sha256:0f4b68347f8c5eab4a13419215bdfd7f8c9b19f2b25520968adfad23eb0ce60c \
-    --hash=sha256:1085e7fbddd3be5f89cc898938f42c0b3c711fdcb37d75221de2666af647c175 \
-    --hash=sha256:116bb52f642a37c115f517494ea5feb03889e04df47eeff5b130b1808ce7c219 \
-    --hash=sha256:12c63dfb4a98206f045aa9563db46507995f7ef6d83b2f68eda65c307c6829eb \
-    --hash=sha256:133a43e73a802c5562be9bbcd03d090aa5a1fe899db609c29e8c8d815c5f6de6 \
-    --hash=sha256:1353ef0c1b138e1907ae78e2f6c63ff67501122006b0f9abad68fda5f4ffc6ab \
-    --hash=sha256:15d939a21d546304880945ca1ecb8a039db6b4dc49b2c5a400387cdae6a62e26 \
-    --hash=sha256:177b5253b2834fe3678cb4a5f0059808258584c559193998be2601324fdeafb1 \
-    --hash=sha256:1872df69a4de6aead3491198eaf13810b565bdbeec3ae2dc8780f14458ec73ce \
-    --hash=sha256:1b4b79e8ebf6b55351f0d91fe80f893b4743f104bff22e90697db1590e47a218 \
-    --hash=sha256:1b52b4fb9df4eb9ae465f8d0c228a00624de2334f216f178a995ccdcf82c4634 \
-    --hash=sha256:1ba88449deb3de88bd40044603fafffb7bc2b055d626a330323a9ed736661695 \
-    --hash=sha256:1cc7ea17a6824959616c525620e387f6dd30fec8cb44f649e31712db02123dad \
-    --hash=sha256:218551f6df4868a8d527e3062d0fb968682fe92054e89978594c28e642c43a73 \
-    --hash=sha256:26a5784ded40c9e318cfc2bdb30fe164bdb8665ded9cd64d500a34fb42067b1c \
-    --hash=sha256:2713baf880df847f2bece4230d4d094280f4e67b1e813eec43b4c0e144a34ffe \
-    --hash=sha256:2a15a08b17dd94c53a1da0438822d70ebcd13f8c3a95abe3a9ef9f11a94830aa \
-    --hash=sha256:2f981d352f04553a7171b8e44369f2af4055f888dfb147d55e42d29e29e74559 \
-    --hash=sha256:32001d6a8fc98c8cb5c947787c5d08b0a50663d139f1305bac5885d98d9b40fa \
-    --hash=sha256:3524b778fe5cfb3452a09d31e7b5adefeea8c5be1d43c4f810ba09f2ceb29d37 \
-    --hash=sha256:3537e01efc9d4dccdf77221fb1cb3b8e1a38d5428920e0657ce299b20324d758 \
-    --hash=sha256:35add3b638a5d900e807944a078b51922212fb3dedb01633a8defc4b01a3c85f \
-    --hash=sha256:38664109c14ffc9e7437e86b4dceb442b0096dfe3541d7864d9cbe1da4cf36c8 \
-    --hash=sha256:3a7e8ae81ae39e62a41ec302f972ba6ae23a5c5396c8e60113e9066ef893da0d \
-    --hash=sha256:3b562dd9e9ea93f13d53989d23a7e775fdfd1066c33494ff43f5418bc8c58a5c \
-    --hash=sha256:457a69a9577064c05a97c41f4e65148652db078a3a509039e64d3467b9e7ef97 \
-    --hash=sha256:4bd4cd07944443f5a265608cc6aab442e4f74dff8088b0dfc8238647b8f6ae9a \
-    --hash=sha256:4e885a3d1efa2eadc93c894a21770e4bc67899e3543680313b09f139e149ab19 \
-    --hash=sha256:4faffd047e07c38848ce017e8725090413cd80cbc23d86e55c587bf979e579c9 \
-    --hash=sha256:509fa21c6deb7a7a273d629cf5ec029bc209d1a51178615ddf718f5918992ab9 \
-    --hash=sha256:5678211cb9333a6468fb8d8be0305520aa073f50d17f089b5b4b477ea6e67fdc \
-    --hash=sha256:591ae9f2a647529ca990bc681daebdd52c8791ff06c2bfa05b65163e28102ef2 \
-    --hash=sha256:5a7d5dc5140555cf21a6fefbdbf8723f06fcd2f63ef108f2854de715e4422cb4 \
-    --hash=sha256:69c0b73548bc525c8cb9a251cddf1931d1db4d2258e9599c28c07ef3580ef354 \
-    --hash=sha256:6b5420a1d9450023228968e7e6a9ce57f65d148ab56d2313fcd589eee96a7a50 \
-    --hash=sha256:722695808f4b6457b320fdc131280796bdceb04ab50fe1795cd540799ebe1698 \
-    --hash=sha256:729586769a26dbceff69f7a7dbbf59ab6572b99d94576a5592625d5b411576b9 \
-    --hash=sha256:77f0643abe7495da77fb436f50f8dab76dbc6e5fd25d39589a0f1fe6548bfa2b \
-    --hash=sha256:795e7751525cae078558e679d646ae45574b47ed6e7771863fcc079a6171a0fc \
-    --hash=sha256:7be7b61bb172e1ed687f1754f8e7484f1c8019780f6f6b0786e76bb01c2ae115 \
-    --hash=sha256:7c3fb7d25180895632e5d3148dbdc29ea38ccb7fd210aa27acbd1201a1902c6e \
-    --hash=sha256:7e68f88e5b8799aa49c85cd116c932a1ac15caaa3f5db09087854d218359e485 \
-    --hash=sha256:83891d0e9fb81a825d9a6d61e3f07550ca70a076484292a70fde82c4b807286f \
-    --hash=sha256:8485f406a96febb5140bfeca44a73e3ce5116b2501ac54fe953e488fb1d03b12 \
-    --hash=sha256:8709b08f4a89aa7586de0aadc8da56180242ee0ada3999749b183aa23df95025 \
-    --hash=sha256:8f71bc33915be5186016f675cd83a1e08523649b0e33efdb898db577ef5bb009 \
-    --hash=sha256:915c04ba3851909ce68ccc2b8e2cd691618c4dc4c4232fb7982bca3f41fd8c3d \
-    --hash=sha256:949b8d66bc381ee8b007cd945914c721d9aba8e27f71959d750a46f7c282b20b \
-    --hash=sha256:94c6f0bb423f739146aec64595853541634bde58b2135f27f61c1ffd1cd4d16a \
-    --hash=sha256:9a1abfdc021a164803f4d485104931fb8f8c1efd55bc6b748d2f5774e78b62c5 \
-    --hash=sha256:9b79b7a16f7fedff2495d684f2b59b0457c3b493778c9eed31111be64d58279f \
-    --hash=sha256:a320721ab5a1aba0a233739394eb907f8c8da5c98c9181d1161e77a0c8e36f2d \
-    --hash=sha256:a4afe79fb3de0b7097d81da19090f4df4f8d3a2b3adaa8764138aac2e44f3af1 \
-    --hash=sha256:ad2cf8aa28b8c020ab2fc8287b0f823d0a7d8630784c31e9ee5edea20f406287 \
-    --hash=sha256:b8512a91625c9b3da6f127803b166b629725e68af71f8184ae7e7d54686a56d6 \
-    --hash=sha256:bc51efed119bc9cfdf792cdeaa4d67e8f6fcccab66ed4bfdd6bde3e59bfcbb2f \
-    --hash=sha256:bdc919ead48f234740ad807933cdf545180bfbe9342c2bb451556db2ed958581 \
-    --hash=sha256:bdd37121970bfd8be76c5fb069c7751683bdf373db1ed6c010162b2a130248ed \
-    --hash=sha256:be8813b57049a7dc738189df53d69395eba14fb99345e0a5994914a3864c8a4b \
-    --hash=sha256:c0c0b3ade1c0b13b936d7970b1d37a57acde9199dc2aecc4c336773e1d86049c \
-    --hash=sha256:c47a551199eb8eb2121d4f0f15ae0f923d31350ab9280078d1e5f12b249e0026 \
-    --hash=sha256:c4ffb7ebf07cfe8931028e3e4c85f0357459a3f9f9490886198848f4fa002ec8 \
-    --hash=sha256:ccfcd093f13f0f0b7fdd0f198b90053bf7b2f02a3927a30e63f3ccc9df56b676 \
-    --hash=sha256:d2ee202e79d8ed691ceebae8e0486bd9a2cd4794cec4824e1c99b6f5009502f6 \
-    --hash=sha256:d53197da72cc091b024dd97249dfc7794d6a56530370992a5e1a08983ad9230e \
-    --hash=sha256:d6dd0be5b5b189d31db7cda48b91d7e0a9795f31430b7f271219ab30f1d3ac9d \
-    --hash=sha256:d88b440e37a16e651bda4c7c2b930eb586fd15ca7406cb39e211fcff3bf3017d \
-    --hash=sha256:de8a88e63464af587c950061a5e6a67d3632e36df62b986892331d4620a35c01 \
-    --hash=sha256:df2449253ef108a379b8b5d6b43f4b1a8e81a061d6537becd5582fba5f9196d7 \
-    --hash=sha256:e1c1493fb6e50ab01d20a22826e57520f1284df32f2d8601fdd90b6304601419 \
-    --hash=sha256:e1cf1972137e83c5d4c136c43ced9ac51d0e124706ee1c8aa8532c1287fa8795 \
-    --hash=sha256:e2103a929dfa2fcaf9bb4e7c091983a49c9ac3b19c9061b6d5427dd7d14d81a1 \
-    --hash=sha256:e56b7d45a839a697b5eb268c82a71bd8c7f6c94d6fd50c3d577fa39a9f1409f5 \
-    --hash=sha256:e8afc3f2ccfa24215f8cb28dcf43f0113ac3c37c2f0f0806d8c70e4228c5cf4d \
-    --hash=sha256:e8fc20152abba6b83724d7ff268c249fa196d8259ff481f3b1476383f8f24e42 \
-    --hash=sha256:eaa9599de571d72e2daf60164784109f19978b327a3910d3e9de8c97b5b70cfe \
-    --hash=sha256:ec15a59cf5af7be74194f7ab02d0f59a62bdcf1a537677ce67a2537c9b87fcda \
-    --hash=sha256:f190daf01f13c72eac4efd5c430a8de82489d9cff23c364c3ea822545032993e \
-    --hash=sha256:f34c41761022dd093b4b6896d4810782ffbabe30f2d443ff5f083e0cbbb8c737 \
-    --hash=sha256:f3e98bb3798ead92273dc0e5fd0f31ade220f59a266ffd8a4f6065e0a3ce0523 \
-    --hash=sha256:f42d0984e947b8adf7dd6dde396e720934d12c506ce84eea8476409563607591 \
-    --hash=sha256:f71a396b3bf33ecaa1626c255855702aca4d3d9fea5e051b41ac59a9c1c41edc \
-    --hash=sha256:f9e130248f4462aaa8e2552d547f36ddadbeaa573879158d721bbd33dfe4743a \
-    --hash=sha256:fed51ac40f757d41b7c48425901843666a6677e3e8eb0abcff09e4ba6e664f50
-    # via jinja2
-matplotlib-inline==0.2.2 \
-    --hash=sha256:3c821cf1c209f59fb2d2d64abbf5b23b67bcb2210d663f9918dd851c6da1fcf6 \
-    --hash=sha256:72f3fe8fce36b70d4a5b612f899090cd0401deddc4ea90e1572b9f4bfb058c79
-    # via ipython
-mdurl==0.1.2 \
-    --hash=sha256:84008a41e51615a49fc9966191ff91509e3c40b939176e643fd50a5c2196b8f8 \
-    --hash=sha256:bb413d29f5eea38f31dd4754dd7377d4465116fb207585f97bf925588687c1ba
-    # via markdown-it-py
-microdf-python==1.3.0 \
-    --hash=sha256:e17757a198648108eae24f39384e27b5ae8061acf1b43fa56520010dc00a7b55 \
-    --hash=sha256:f352fe32c25a4fd6d6188ef6aaca0214b53b29a8a7913aca6af0362dd9c922bd
-    # via
-    #   policyengine
-    #   policyengine-core
-    #   policyengine-uk
-msgpack==1.1.2 \
-    --hash=sha256:0051fffef5a37ca2cd16978ae4f0aef92f164df86823871b5162812bebecd8e2 \
-    --hash=sha256:04fb995247a6e83830b62f0b07bf36540c213f6eac8e851166d8d86d83cbd014 \
-    --hash=sha256:180759d89a057eab503cf62eeec0aa61c4ea1200dee709f3a8e9397dbb3b6931 \
-    --hash=sha256:1d1418482b1ee984625d88aa9585db570180c286d942da463533b238b98b812b \
-    --hash=sha256:1de460f0403172cff81169a30b9a92b260cb809c4cb7e2fc79ae8d0510c78b6b \
-    --hash=sha256:1fdf7d83102bf09e7ce3357de96c59b627395352a4024f6e2458501f158bf999 \
-    --hash=sha256:1fff3d825d7859ac888b0fbda39a42d59193543920eda9d9bea44d958a878029 \
-    --hash=sha256:283ae72fc89da59aa004ba147e8fc2f766647b1251500182fac0350d8af299c0 \
-    --hash=sha256:2929af52106ca73fcb28576218476ffbb531a036c2adbcf54a3664de124303e9 \
-    --hash=sha256:2e86a607e558d22985d856948c12a3fa7b42efad264dca8a3ebbcfa2735d786c \
-    --hash=sha256:350ad5353a467d9e3b126d8d1b90fe05ad081e2e1cef5753f8c345217c37e7b8 \
-    --hash=sha256:354e81bcdebaab427c3df4281187edc765d5d76bfb3a7c125af9da7a27e8458f \
-    --hash=sha256:365c0bbe981a27d8932da71af63ef86acc59ed5c01ad929e09a0b88c6294e28a \
-    --hash=sha256:372839311ccf6bdaf39b00b61288e0557916c3729529b301c52c2d88842add42 \
-    --hash=sha256:3b60763c1373dd60f398488069bcdc703cd08a711477b5d480eecc9f9626f47e \
-    --hash=sha256:41d1a5d875680166d3ac5c38573896453bbbea7092936d2e107214daf43b1d4f \
-    --hash=sha256:42eefe2c3e2af97ed470eec850facbe1b5ad1d6eacdbadc42ec98e7dcf68b4b7 \
-    --hash=sha256:446abdd8b94b55c800ac34b102dffd2f6aa0ce643c55dfc017ad89347db3dbdb \
-    --hash=sha256:454e29e186285d2ebe65be34629fa0e8605202c60fbc7c4c650ccd41870896ef \
-    --hash=sha256:4efd7b5979ccb539c221a4c4e16aac1a533efc97f3b759bb5a5ac9f6d10383bf \
-    --hash=sha256:5559d03930d3aa0f3aacb4c42c776af1a2ace2611871c84a75afe436695e6245 \
-    --hash=sha256:5928604de9b032bc17f5099496417f113c45bc6bc21b5c6920caf34b3c428794 \
-    --hash=sha256:59415c6076b1e30e563eb732e23b994a61c159cec44deaf584e5cc1dd662f2af \
-    --hash=sha256:5a46bf7e831d09470ad92dff02b8b1ac92175ca36b087f904a0519857c6be3ff \
-    --hash=sha256:602b6740e95ffc55bfb078172d279de3773d7b7db1f703b2f1323566b878b90e \
-    --hash=sha256:61c8aa3bd513d87c72ed0b37b53dd5c5a0f58f2ff9f26e1555d3bd7948fb7296 \
-    --hash=sha256:67016ae8c8965124fdede9d3769528ad8284f14d635337ffa6a713a580f6c030 \
-    --hash=sha256:6bde749afe671dc44893f8d08e83bf475a1a14570d67c4bb5cec5573463c8833 \
-    --hash=sha256:6c15b7d74c939ebe620dd8e559384be806204d73b4f9356320632d783d1f7939 \
-    --hash=sha256:70a0dff9d1f8da25179ffcf880e10cf1aad55fdb63cd59c9a49a1b82290062aa \
-    --hash=sha256:70c5a7a9fea7f036b716191c29047374c10721c389c21e9ffafad04df8c52c90 \
-    --hash=sha256:7bc8813f88417599564fafa59fd6f95be417179f76b40325b500b3c98409757c \
-    --hash=sha256:80a0ff7d4abf5fecb995fcf235d4064b9a9a8a40a3ab80999e6ac1e30b702717 \
-    --hash=sha256:86f8136dfa5c116365a8a651a7d7484b65b13339731dd6faebb9a0242151c406 \
-    --hash=sha256:897c478140877e5307760b0ea66e0932738879e7aa68144d9b78ea4c8302a84a \
-    --hash=sha256:8b696e83c9f1532b4af884045ba7f3aa741a63b2bc22617293a2c6a7c645f251 \
-    --hash=sha256:8e22ab046fa7ede9e36eeb4cfad44d46450f37bb05d5ec482b02868f451c95e2 \
-    --hash=sha256:94fd7dc7d8cb0a54432f296f2246bc39474e017204ca6f4ff345941d4ed285a7 \
-    --hash=sha256:99e2cb7b9031568a2a5c73aa077180f93dd2e95b4f8d3b8e14a73ae94a9e667e \
-    --hash=sha256:9ade919fac6a3e7260b7f64cea89df6bec59104987cbea34d34a2fa15d74310b \
-    --hash=sha256:9fba231af7a933400238cb357ecccf8ab5d51535ea95d94fc35b7806218ff844 \
-    --hash=sha256:a465f0dceb8e13a487e54c07d04ae3ba131c7c5b95e2612596eafde1dccf64a9 \
-    --hash=sha256:a605409040f2da88676e9c9e5853b3449ba8011973616189ea5ee55ddbc5bc87 \
-    --hash=sha256:a668204fa43e6d02f89dbe79a30b0d67238d9ec4c5bd8a940fc3a004a47b721b \
-    --hash=sha256:a7787d353595c7c7e145e2331abf8b7ff1e6673a6b974ded96e6d4ec09f00c8c \
-    --hash=sha256:a8f6e7d30253714751aa0b0c84ae28948e852ee7fb0524082e6716769124bc23 \
-    --hash=sha256:ad09b984828d6b7bb52d1d1d0c9be68ad781fa004ca39216c8a1e63c0f34ba3c \
-    --hash=sha256:bafca952dc13907bdfdedfc6a5f579bf4f292bdd506fadb38389afa3ac5b208e \
-    --hash=sha256:be52a8fc79e45b0364210eef5234a7cf8d330836d0a64dfbb878efa903d84620 \
-    --hash=sha256:be5980f3ee0e6bd44f3a9e9dea01054f175b50c3e6cdb692bc9424c0bbb8bf69 \
-    --hash=sha256:c63eea553c69ab05b6747901b97d620bb2a690633c77f23feb0c6a947a8a7b8f \
-    --hash=sha256:d198d275222dc54244bf3327eb8cbe00307d220241d9cec4d306d49a44e85f68 \
-    --hash=sha256:d62ce1f483f355f61adb5433ebfd8868c5f078d1a52d042b0a998682b4fa8c27 \
-    --hash=sha256:d99ef64f349d5ec3293688e91486c5fdb925ed03807f64d98d205d2713c60b46 \
-    --hash=sha256:db6192777d943bdaaafb6ba66d44bf65aa0e9c5616fa1d2da9bb08828c6b39aa \
-    --hash=sha256:e23ce8d5f7aa6ea6d2a2b326b4ba46c985dbb204523759984430db7114f8aa00 \
-    --hash=sha256:e64c8d2f5e5d5fda7b842f55dec6133260ea8f53c4257d64494c534f306bf7a9 \
-    --hash=sha256:e69b39f8c0aa5ec24b57737ebee40be647035158f14ed4b40e6f150077e21a84 \
-    --hash=sha256:ea5405c46e690122a76531ab97a079e184c0daf491e588592d6a23d3e32af99e \
-    --hash=sha256:f2cb069d8b981abc72b41aea1c580ce92d57c673ec61af4c500153a626cb9e20 \
-    --hash=sha256:fac4be746328f90caa3cd4bc67e6fe36ca2bf61d5c6eb6d895b6527e3f05071e \
-    --hash=sha256:fffee09044073e69f2bad787071aeec727183e7580443dfeb8556cbf1978d162
-    # via blosc2
-ndindex==1.10.1 \
-    --hash=sha256:03cf1e6cdac876bd8fc92d3b65bb223496b1581d10eab3ba113f7c195121a959 \
-    --hash=sha256:046c1e88d46b2bd2fd3483e06d27b4e85132b55bc693f2fca2db0bb56eea1e78 \
-    --hash=sha256:08bfdc1f7a0b408d15b3ce61d141ebbebdb47a25341967e425e104c5bd512a5c \
-    --hash=sha256:092b92c07690292ec7c6b266c38d7e63d254ec8d913ed06f2a8e16103eb7861a \
-    --hash=sha256:0ad8e060b26568c4e67c7b1dc2bc64e28597afdaabd7d63f98f655bfe2daa644 \
-    --hash=sha256:0f6113c1f031248f8818cbee1aa92aa3c9472b7701debcce9fddebcd2f610f11 \
-    --hash=sha256:157b5c34a1b779f5d27b790d9bd7e7b156d284e76be83c591a3ba003984f4956 \
-    --hash=sha256:1827a40301405b44ad709e388c5b48cf35cd90a67f77e63f0f17d87f6000fa81 \
-    --hash=sha256:1ae21b06235cb0884e97cf672780c170449baa0314085595cfe751705fa352de \
-    --hash=sha256:23d35696f802548143b5cc199bf2f171efb0061aa7934959251dd3bae56d038c \
-    --hash=sha256:27385939f317b55773ea53f6bf9334810cf1d66206034c0a6a6f2a88f2001c3c \
-    --hash=sha256:27a7729a4d33df6b96f7d5edff281d2b987bbe6545031c5eb606b95c47694f54 \
-    --hash=sha256:28741daca5926adff402247cd406f453ed5bb6042e82d6855938f805190e5ce9 \
-    --hash=sha256:2d6442ecce9b395aade5e9f2431e169e01393953a069f6d2d53a63b6c94d1d06 \
-    --hash=sha256:3307817bdc92846b18f309fae3582856f567dd6e0742fb0b41ac68682bfc4e2a \
-    --hash=sha256:346a4bf09f5771548665c8206e81daadb6b9925d409746e709894bdd98adc701 \
-    --hash=sha256:37f87f0e7690ae0324334740e0661d6297f2e62c9bf925127d249fb7eddd0ad8 \
-    --hash=sha256:3b0d9ce2c8488444499ab6d40e92e09867bf4413f5cf04c01635de923f44aa67 \
-    --hash=sha256:3ce3bd0882572269ca09285112cf38ce84baa2aaa5891551af968ca7c18f84bb \
-    --hash=sha256:4cea15cff221e76abd12e3e940c26124184735cf421c229307f5db6742e14dd7 \
-    --hash=sha256:588e8875d836a93b3cd9af482c8074bb02288ae1aff92cf277e1f02d9ae0f992 \
-    --hash=sha256:59a3222befc0f7cdc85fb9b90a567ae890f70a864bdeb660517e9ebcb36bf1bc \
-    --hash=sha256:5c026dbbf2455d97ce6456d8a50b349aee8fefa11027d020638c89e9be2c9c4c \
-    --hash=sha256:5c3634a8df43e7928122225a3d64d850c8957bd1edf2e403907deacb478af27b \
-    --hash=sha256:6928e47fb008903f2e41309b7ff1e59b16abbcd59e2e945454571c28b2433c9e \
-    --hash=sha256:72af787dcee3661f36fff9d144d989aacefe32e2c8b51ceef9babd46afb93a18 \
-    --hash=sha256:752e78a5e87911ded117c57a7246596f26c9c6da066de3c2b533b3db694949bb \
-    --hash=sha256:777bb6fa1dc72527fb43744b8c1499ca86e8e110b238d7aad6a686489c23d3bd \
-    --hash=sha256:78bfe25941d2dac406391ddd9baf0b0fce163807b98ecc2c47a3030ee8466319 \
-    --hash=sha256:78ce45106ebf67aeba99714818c721d8fd5fb9534daebd2565665a2d64b50fc9 \
-    --hash=sha256:7da34a78410c14341d5fff73be5ce924bd36500bf7f640fc59b8607d3a0df95e \
-    --hash=sha256:8644c76e74c0fbbdaa54752de30b7c6b98b1e8f6c05f0c6228632a29c862d83f \
-    --hash=sha256:87f83e8c35a7f49a68cd3a3054c406e6c22f8c1315f3905f7a778c657669187e \
-    --hash=sha256:890bb92f0a779e6f16bdbcc8bd2e06c32bcc0239e5893ba246114eb924aecaaa \
-    --hash=sha256:8ff1558ddbfedcecd1f6ed7777530917ad08f9c253fcaa8b7152a7aa4ca0264f \
-    --hash=sha256:9599fcb7411ffe601c367f0a5d4bc0ed588e3e7d9dc7604bdb32c8f669456b9e \
-    --hash=sha256:967b87b88dadb62555ec1039695c347254eccb8ca3d124c0e5dbe084c525fa93 \
-    --hash=sha256:9b5297f207ebc068c7cdf9e3cd7b95aa5c9ec04295d0a7e56b529f66787d4685 \
-    --hash=sha256:9d581f931e61f182478f18bdf5edd3955899df5da4892ed0d5de547a4cfd5b6f \
-    --hash=sha256:9fdf3ca16efcdfbb8800aa88fbab1bc6528e6a0504bcb9cf7af4cb9d50e9f5d9 \
-    --hash=sha256:a91e1a0398120233d5c3b23ccb2d4b78e970d66136f1a7221fa9a53873c3d5c5 \
-    --hash=sha256:a9a211ec2198994cb3600cd46adb335a740f27e4d406b40d48ed7b98d2d2a89b \
-    --hash=sha256:ae73cd2d66b09ef2f2a7d7f93bad396d6abf168d1ee825e403c6c5fb8ae1341c \
-    --hash=sha256:bada24abee6bc6ca438b2e6b68a752fc9b58b67bdcb54008e2bc6330ecb0a777 \
-    --hash=sha256:bc236d1612714cbd80610cf25a6ef92584ff1402e9d5a5c50e926195716f7d22 \
-    --hash=sha256:c5e9762452b163e33cfb6e821f86e45ba0b53bdfcd23ab5d57b48a8f566898cb \
-    --hash=sha256:c65ca639a7abf72d79f22424f4abd18dece1f289a2b7b028a0ca455edd2168d4 \
-    --hash=sha256:c67dde588c0fb89d872931a4ed5f9b4d21c1c70a3d92fdf0812a1de154239816 \
-    --hash=sha256:c9dd58d91220b1c1fe516324bfcf4114566c98e84b1cbbe416abe345c75bd557 \
-    --hash=sha256:cb76e0f3f235d8b1c768b17e771de48775d281713795c3aa045e8114ad61bdda \
-    --hash=sha256:cdb86a4176f2ae23bd4bcd0401ca35d5dad2d1ed0d0dca1ff64480ebe41b75d9 \
-    --hash=sha256:cf5855881884b8467dfcf45764ccf2e4279075be14b155b89c96994bb08d2e6f \
-    --hash=sha256:cf80241b40adffdc3276b2c9fb63a96c6c98b4a9d941892738de8add65083962 \
-    --hash=sha256:cf9e05986b2eb8c5993bce0f911d6cedd15bda30b5e35dd354b1ad1f4cc3599d \
-    --hash=sha256:d0ebdba2fade3f6916fe21fd49e2a0935af4f58c56100a60f3f2eb26e20baee7 \
-    --hash=sha256:dc7ebdbd465d25f29a9cd7ba31c304172351fc85626835385bcb72807d309a9a \
-    --hash=sha256:e2ad917bcdf8dc5ba1e21f01054c991d26862d4d01c3c203a50e907096d558ac \
-    --hash=sha256:e69a2cb1ac7be955c3c77f1def83f410775a81525c9ce2d4c0a3f2a61589ed47 \
-    --hash=sha256:e81a9bd36fe054b6c9fcc53d26bc9a28cf15d1ab52a0f5b854f894116f3a54e1 \
-    --hash=sha256:e851990a68937db5f485cd9f3e760c1fd47fa0f2a99f63a5e2cc880908faf3bb \
-    --hash=sha256:ef3ef22390a892d16286505083ee5b326317b21c255a0c7f744b1290a0b964a6 \
-    --hash=sha256:f77c4fd3f34c53037678020ab4e060da4bbdcae3a428797c7cbec69a6785dc93 \
-    --hash=sha256:f99b3e89220da3244d03c9c5473669c7107d361c129fd9b064622744dee1ce15 \
-    --hash=sha256:fa60637dfae1ee3fc057e420a52cc4ace38cf2c0d1a0451af2a3cba84d281842 \
-    --hash=sha256:fe5341e24dc992b09c258456ac90a09a6d25efdc2cb86dcc91d32c8891e1df9a
-    # via blosc2
-networkx==3.6.1 \
-    --hash=sha256:26b7c357accc0c8cde558ad486283728b65b6a95d85ee1cd66bafab4c8168509 \
-    --hash=sha256:d47fbf302e7d9cbbb9e2555a0d267983d2aa476bac30e90dfbe5669bd57f3762
-    # via pyvis
-numexpr==2.14.1 \
-    --hash=sha256:03130afa04edf83a7b590d207444f05a00363c9b9ea5d81c0f53b1ea13fad55a \
-    --hash=sha256:05f9366d23a2e991fd5a8b5e61a17558f028ba86158a4552f8f239b005cdf83c \
-    --hash=sha256:06855053de7a3a8425429bd996e8ae3c50b57637ad3e757e0fa0602a7874be30 \
-    --hash=sha256:09078ba73cffe94745abfbcc2d81ab8b4b4e9d7bfbbde6cac2ee5dbf38eee222 \
-    --hash=sha256:0d1dcbdc4d0374c0d523cee2f94f06b001623cbc1fd163612841017a3495427c \
-    --hash=sha256:15015d47d3d1487072d58c0e7682ef2eb608321e14099c39d52e2dd689483611 \
-    --hash=sha256:1f1a5e817c534539351aa75d26088e9e1e0ef1b3a6ab484047618a652ccc4fc3 \
-    --hash=sha256:2773ee1133f77009a1fc2f34fe236f3d9823779f5f75450e183137d49f00499f \
-    --hash=sha256:2a381e5e919a745c9503bcefffc1c7f98c972c04ec58fc8e999ed1a929e01ba6 \
-    --hash=sha256:2d03fcb4644a12f70a14d74006f72662824da5b6128bf1bcd10cc3ed80e64c34 \
-    --hash=sha256:2eac7a5a2f70b3768c67056445d1ceb4ecd9b853c8eda9563823b551aeaa5082 \
-    --hash=sha256:33265294376e7e2ae4d264d75b798a915d2acf37b9dd2b9405e8b04f84d05cfc \
-    --hash=sha256:36f8d5c1bd1355df93b43d766790f9046cccfc1e32b7c6163f75bcde682cda07 \
-    --hash=sha256:3a2839efa25f3c8d4133252ea7342d8f81226c7c4dda81f97a57e090b9d87a48 \
-    --hash=sha256:439ec4d57b853792ebe5456e3160312281c3a7071ecac5532ded3278ede614de \
-    --hash=sha256:44f84e0e5af219dbb62a081606156420815890e041b87252fbcea5df55214c4c \
-    --hash=sha256:47041f2f7b9e69498fb311af672ba914a60e6e6d804011caacb17d66f639e659 \
-    --hash=sha256:4be00b1086c7b7a5c32e31558122b7b80243fe098579b170967da83f3152b48b \
-    --hash=sha256:538961096c2300ea44240209181e31fae82759d26b51713b589332b9f2a4117e \
-    --hash=sha256:557887ad7f5d3c2a40fd7310e50597045a68e66b20a77b3f44d7bc7608523b4b \
-    --hash=sha256:587c41509bc373dfb1fe6086ba55a73147297247bedb6d588cda69169fc412f2 \
-    --hash=sha256:5aedf38d4c0c19d3cecfe0334c3f4099fb496f54c146223d30fa930084bc8574 \
-    --hash=sha256:638dce8320f4a1483d5ca4fda69f60a70ed7e66be6e68bc23fb9f1a6b78a9e3b \
-    --hash=sha256:64ae5dfd62d74a3ef82fe0b37f80527247f3626171ad82025900f46ffca4b39a \
-    --hash=sha256:67ea4771029ce818573b1998f5ca416bd255156feea017841b86176a938f7d19 \
-    --hash=sha256:6e575fd3ad41ddf3355d0c7ef6bd0168619dc1779a98fe46693cad5e95d25e6e \
-    --hash=sha256:70d80fcb418a54ca208e9a38e58ddc425c07f66485176b261d9a67c7f2864f73 \
-    --hash=sha256:75440c54fc01e130396650fdf307aa9d41a67dc06ddbfb288971b591c13a395b \
-    --hash=sha256:76db0bc6267e591ab9c4df405ffb533598e4c88239db7338d11ae9e4b368a85a \
-    --hash=sha256:790447be6879a6c51b9545f79612d24c9ea0a41d537a84e15e6a8ddef0b6268e \
-    --hash=sha256:7e87f6d203ac57239de32261c941e9748f9309cbc0da6295eabd0c438b920d3a \
-    --hash=sha256:823cd82c8e7937981339f634e7a9c6a92cb2d0b9d0a5cf627a5e394fffc05377 \
-    --hash=sha256:83647d846d3eeeb9a9255311236135286728b398d0d41d35dedb532dca807fe9 \
-    --hash=sha256:91ebae0ab18c799b0e6b8c5a8d11e1fa3848eb4011271d99848b297468a39430 \
-    --hash=sha256:94c711f6d8f17dfb4606842b403699603aa591ab9f6bf23038b488ea9cfb0f09 \
-    --hash=sha256:955c92b064f9074d2970cf3138f5e3b965be673b82024962ed526f39bc25a920 \
-    --hash=sha256:9f9137f1351b310436662b5dc6f4082a245efa8950c3b0d9008028df92fefb9b \
-    --hash=sha256:9fdcd4735121658a313f878fd31136d1bfc6a5b913219e7274e9fca9f8dac3bb \
-    --hash=sha256:a40b350cd45b4446076fa11843fa32bbe07024747aeddf6d467290bf9011b392 \
-    --hash=sha256:a4ba71db47ea99c659d88ee6233fa77b6dc83392f1d324e0c90ddf617ae3f421 \
-    --hash=sha256:af111c8fe6fc55d15e4c7cab11920fc50740d913636d486545b080192cd0ad73 \
-    --hash=sha256:c5f1b1605695778896534dfc6e130d54a65cd52be7ed2cd0cfee3981fd676bf5 \
-    --hash=sha256:d08856cfc1b440eb1caaa60515235369654321995dd68eb9377577392020f6cb \
-    --hash=sha256:d0fab3fd06a04f6b86102552b26aa5d85e20ac7d8296c15764c726eeabae6cc8 \
-    --hash=sha256:d686dfb2c1382d9e6e0ee0b7647f943c1886dba3adbf606c625479f35f1956c1 \
-    --hash=sha256:db78fa0c9fcbaded3ae7453faf060bd7a18b0dc10299d7fcd02d9362be1213ed \
-    --hash=sha256:dce0b5a0447baa7b44bc218ec2d7dcd175b8eee6083605293349c0c1d9b82fb6 \
-    --hash=sha256:dd72d8c2a165fe45ea7650b16eb8cc1792a94a722022006bb97c86fe51fd2091 \
-    --hash=sha256:dde9fa47ed319e1e1728940a539df3cb78326b7754bc7c6ab3152afc91808f9b \
-    --hash=sha256:e23b87f744e04e302d82ac5e2189ae20a533566aec76a46885376e20b0645bf8 \
-    --hash=sha256:e9b2f957798c67a2428be96b04bce85439bed05efe78eb78e4c2ca43737578e7 \
-    --hash=sha256:ebe4980f9494b9f94d10d2e526edc29e72516698d3bf95670ba79415492212a4 \
-    --hash=sha256:ec368819502b64f190c3f71be14a304780b5935c42aae5bf22c27cc2cbba70b5 \
-    --hash=sha256:ede79f7ff06629f599081de644546ce7324f1581c09b0ac174da88a470d39c21 \
-    --hash=sha256:edea2f20c2040df8b54ee8ca8ebda63de9545b2112872466118e9df4d0ae99f3 \
-    --hash=sha256:eee6d4fbbbc368e6cdd0772734d6249128d957b3b8ad47a100789009f4de7083 \
-    --hash=sha256:fdd886f4b7dbaf167633ee396478f0d0aa58ea2f9e7ccc3c6431019623e8d68f
-    # via
-    #   blosc2
-    #   policyengine-core
-    #   tables
-numpy==2.4.4 \
-    --hash=sha256:07077278157d02f65c43b1b26a3886bce886f95d20aabd11f87932750dfb14ed \
-    --hash=sha256:08f2e31ed5e6f04b118e49821397f12767934cfdd12a1ce86a058f91e004ee50 \
-    --hash=sha256:0aec54fd785890ecca25a6003fd9a5aed47ad607bbac5cd64f836ad8666f4959 \
-    --hash=sha256:0d35aea54ad1d420c812bfa0385c71cd7cc5bcf7c65fed95fc2cd02fe8c79827 \
-    --hash=sha256:0d4e437e295f18ec29bc79daf55e8a47a9113df44d66f702f02a293d93a2d6dd \
-    --hash=sha256:0dfd3f9d3adbe2920b68b5cd3d51444e13a10792ec7154cd0a2f6e74d4ab3233 \
-    --hash=sha256:1378871da56ca8943c2ba674530924bb8ca40cd228358a3b5f302ad60cf875fc \
-    --hash=sha256:15716cfef24d3a9762e3acdf87e27f58dc823d1348f765bbea6bef8c639bfa1b \
-    --hash=sha256:19710a9ca9992d7174e9c52f643d4272dcd1558c5f7af7f6f8190f633bd651a7 \
-    --hash=sha256:23cbfd4c17357c81021f21540da84ee282b9c8fba38a03b7b9d09ba6b951421e \
-    --hash=sha256:2483e4584a1cb3092da4470b38866634bafb223cbcd551ee047633fd2584599a \
-    --hash=sha256:27a8d92cd10f1382a67d7cf4db7ce18341b66438bdd9f691d7b0e48d104c2a9d \
-    --hash=sha256:28a650663f7314afc3e6ec620f44f333c386aad9f6fc472030865dc0ebb26ee3 \
-    --hash=sha256:2aa0613a5177c264ff5921051a5719d20095ea586ca88cc802c5c218d1c67d3e \
-    --hash=sha256:2c194dd721e54ecad9ad387c1d35e63dce5c4450c6dc7dd5611283dda239aabb \
-    --hash=sha256:2d19e6e2095506d1736b7d80595e0f252d76b89f5e715c35e06e937679ea7d7a \
-    --hash=sha256:2d390634c5182175533585cc89f3608a4682ccb173cc9bb940b2881c8d6f8fa0 \
-    --hash=sha256:30caa73029a225b2d40d9fae193e008e24b2026b7ee1a867b7ee8d96ca1a448e \
-    --hash=sha256:42c16925aa5a02362f986765f9ebabf20de75cdefdca827d14315c568dcab113 \
-    --hash=sha256:45dbed2ab436a9e826e302fcdcbe9133f9b0006e5af7168afb8963a6520da103 \
-    --hash=sha256:4636de7fd195197b7535f231b5de9e4b36d2c440b6e566d2e4e4746e6af0ca93 \
-    --hash=sha256:4a19d9dba1a76618dd86b164d608566f393f8ec6ac7c44f0cc879011c45e65af \
-    --hash=sha256:4bbc7f303d125971f60ec0aaad5e12c62d0d2c925f0ab1273debd0e4ba37aba5 \
-    --hash=sha256:4d6d57903571f86180eb98f8f0c839fa9ebbfb031356d87f1361be91e433f5b7 \
-    --hash=sha256:4e874c976154687c1f71715b034739b45c7711bec81db01914770373d125e392 \
-    --hash=sha256:51fc224f7ca4d92656d5a5eb315f12eb5fe2c97a66249aa7b5f562528a3be38c \
-    --hash=sha256:58c8b5929fcb8287cbd6f0a3fae19c6e03a5c48402ae792962ac465224a629a4 \
-    --hash=sha256:5a285b3b96f951841799528cd1f4f01cd70e7e0204b4abebac9463eecfcf2a40 \
-    --hash=sha256:5c70f1cc1c4efbe316a572e2d8b9b9cc44e89b95f79ca3331553fbb63716e2bf \
-    --hash=sha256:62d6b0f03b694173f9fcb1fb317f7222fd0b0b103e784c6549f5e53a27718c44 \
-    --hash=sha256:6a246d5914aa1c820c9443ddcee9c02bec3e203b0c080349533fae17727dfd1b \
-    --hash=sha256:6aa3236c78803afbcb255045fbef97a9e25a1f6c9888357d205ddc42f4d6eba5 \
-    --hash=sha256:6bbe4eb67390b0a0265a2c25458f6b90a409d5d069f1041e6aff1e27e3d9a79e \
-    --hash=sha256:715d1c092715954784bc79e1174fc2a90093dc4dc84ea15eb14dad8abdcdeb74 \
-    --hash=sha256:72944b19f2324114e9dc86a159787333b77874143efcf89a5167ef83cfee8af0 \
-    --hash=sha256:81f4a14bee47aec54f883e0cad2d73986640c1590eb9bfaaba7ad17394481e6e \
-    --hash=sha256:846300f379b5b12cc769334464656bc882e0735d27d9726568bc932fdc49d5ec \
-    --hash=sha256:86b6f55f5a352b48d7fbfd2dbc3d5b780b2d79f4d3c121f33eb6efb22e9a2015 \
-    --hash=sha256:874f200b2a981c647340f841730fc3a2b54c9d940566a3c4149099591e2c4c3d \
-    --hash=sha256:8a87ec22c87be071b6bdbd27920b129b94f2fc964358ce38f3822635a3e2e03d \
-    --hash=sha256:8b3b60bb7cba2c8c81837661c488637eee696f59a877788a396d33150c35d842 \
-    --hash=sha256:8e3ed142f2728df44263aaf5fb1f5b0b99f4070c553a0d7f033be65338329150 \
-    --hash=sha256:93e15038125dc1e5345d9b5b68aa7f996ec33b98118d18c6ca0d0b7d6198b7e8 \
-    --hash=sha256:989824e9faf85f96ec9c7761cd8d29c531ad857bfa1daa930cba85baaecf1a9a \
-    --hash=sha256:99d838547ace2c4aace6c4f76e879ddfe02bb58a80c1549928477862b7a6d6ed \
-    --hash=sha256:9b2aec6af35c113b05695ebb5749a787acd63cafc83086a05771d1e1cd1e555f \
-    --hash=sha256:9c585a1790d5436a5374bac930dad6ed244c046ed91b2b2a3634eb2971d21008 \
-    --hash=sha256:a7164afb23be6e37ad90b2f10426149fd75aee07ca55653d2aa41e66c4ef697e \
-    --hash=sha256:ac6b31e35612a26483e20750126d30d0941f949426974cace8e6b5c58a3657b0 \
-    --hash=sha256:ad2e2ef14e0b04e544ea2fa0a36463f847f113d314aa02e5b402fdf910ef309e \
-    --hash=sha256:b268594bccac7d7cf5844c7732e3f20c50921d94e36d7ec9b79e9857694b1b2f \
-    --hash=sha256:b5f0362dc928a6ecd9db58868fca5e48485205e3855957bdedea308f8672ea4a \
-    --hash=sha256:ba1f4fc670ed79f876f70082eff4f9583c15fb9a4b89d6188412de4d18ae2f40 \
-    --hash=sha256:ba203255017337d39f89bdd58417f03c4426f12beed0440cfd933cb15f8669c7 \
-    --hash=sha256:c901b15172510173f5cb310eae652908340f8dede90fff9e3bf6c0d8dfd92f83 \
-    --hash=sha256:c9b39d38a9bd2ae1becd7eac1303d031c5c110ad31f2b319c6e7d98b135c934d \
-    --hash=sha256:d2a8490669bfe99a233298348acc2d824d496dee0e66e31b66a6022c2ad74a5c \
-    --hash=sha256:dddbbd259598d7240b18c9d87c56a9d2fb3b02fe266f49a7c101532e78c1d871 \
-    --hash=sha256:df3775294accfdd75f32c74ae39fcba920c9a378a2fc18a12b6820aa8c1fb502 \
-    --hash=sha256:e44319a2953c738205bf3354537979eaa3998ed673395b964c1176083dd46252 \
-    --hash=sha256:e4a010c27ff6f210ff4c6ef34394cd61470d01014439b192ec22552ee867f2a8 \
-    --hash=sha256:e823b8b6edc81e747526f70f71a9c0a07ac4e7ad13020aa736bb7c9d67196115 \
-    --hash=sha256:e892aff75639bbef0d2a2cfd55535510df26ff92f63c92cd84ef8d4ba5a5557f \
-    --hash=sha256:eea7ac5d2dce4189771cedb559c738a71512768210dc4e4753b107a2048b3d0e \
-    --hash=sha256:ef4059d6e5152fa1a39f888e344c73fdc926e1b2dd58c771d67b0acfbf2aa67d \
-    --hash=sha256:f169b9a863d34f5d11b8698ead99febeaa17a13ca044961aa8e2662a6c7766a0 \
-    --hash=sha256:f2cf083b324a467e1ab358c105f6cad5ea950f50524668a80c486ff1db24e119 \
-    --hash=sha256:f8474c4241bc18b750be2abea9d7a9ec84f46ef861dbacf86a4f6e043401f79e \
-    --hash=sha256:f983334aea213c99992053ede6168500e5f086ce74fbc4acc3f2b00f5762e9db \
-    --hash=sha256:f9e75681b59ddaa5e659898085ae0eaea229d054f2ac0c7e563a62205a700121 \
-    --hash=sha256:fbc356aae7adf9e6336d336b9c8111d390a05df88f1805573ebb0807bd06fd1d \
-    --hash=sha256:fcfe2045fd2e8f3cb0ce9d4ba6dba6333b8fa05bb8a4939c908cd43322d14c7e
-    # via
-    #   blosc2
-    #   h5py
-    #   microdf-python
-    #   numexpr
-    #   pandas
-    #   policyengine-core
-    #   tables
-packaging==26.2 \
-    --hash=sha256:5fc45236b9446107ff2415ce77c807cee2862cb6fac22b8a73826d0693b0980e \
-    --hash=sha256:ff452ff5a3e828ce110190feff1178bb1f2ea2281fa2075aadb987c2fb221661
-    # via
-    #   huggingface-hub
-    #   plotly
-    #   policyengine
-    #   pytest
-    #   tables
-    #   wheel
-pandas==3.0.2 \
-    --hash=sha256:01f31a546acd5574ef77fe199bc90b55527c225c20ccda6601cf6b0fd5ed597c \
-    --hash=sha256:0555c5882688a39317179ab4a0ed41d3ebc8812ab14c69364bbee8fb7a3f6288 \
-    --hash=sha256:07a10f5c36512eead51bc578eb3354ad17578b22c013d89a796ab5eee90cd991 \
-    --hash=sha256:08504503f7101300107ecdc8df73658e4347586db5cfdadabc1592e9d7e7a0fd \
-    --hash=sha256:0f48afd9bb13300ffb5a3316973324c787054ba6665cda0da3fbd67f451995db \
-    --hash=sha256:140f0cffb1fa2524e874dde5b477d9defe10780d8e9e220d259b2c0874c89d9d \
-    --hash=sha256:232a70ebb568c0c4d2db4584f338c1577d81e3af63292208d615907b698a0f18 \
-    --hash=sha256:32cc41f310ebd4a296d93515fcac312216adfedb1894e879303987b8f1e2b97d \
-    --hash=sha256:339dda302bd8369dedeae979cb750e484d549b563c3f54f3922cb8ff4978c5eb \
-    --hash=sha256:4544c7a54920de8eeacaa1466a6b7268ecfbc9bc64ab4dbb89c6bbe94d5e0660 \
-    --hash=sha256:4d888a5c678a419a5bb41a2a93818e8ed9fd3172246555c0b37b7cc27027effd \
-    --hash=sha256:5371b72c2d4d415d08765f32d689217a43227484e81b2305b52076e328f6f482 \
-    --hash=sha256:57a07209bebcbcf768d2d13c9b78b852f9a15978dac41b9e6421a81ad4cdd276 \
-    --hash=sha256:5880314e69e763d4c8b27937090de570f1fb8d027059a7ada3f7f8e98bdcb677 \
-    --hash=sha256:5d3cfe227c725b1f3dff4278b43d8c784656a42a9325b63af6b1492a8232209e \
-    --hash=sha256:5fdbfa05931071aba28b408e59226186b01eb5e92bea2ab78b65863ca3228d84 \
-    --hash=sha256:60a80bb4feacbef5e1447a3f82c33209c8b7e07f28d805cfd1fb951e5cb443aa \
-    --hash=sha256:61c2fd96d72b983a9891b2598f286befd4ad262161a609c92dc1652544b46b76 \
-    --hash=sha256:63d141b56ef686f7f0d714cfb8de4e320475b86bf4b620aa0b7da89af8cbdbbb \
-    --hash=sha256:6c4d8458b97a35717b62469a4ea0e85abd5ed8687277f5ccfc67f8a5126f8c53 \
-    --hash=sha256:710246ba0616e86891b58ab95f2495143bb2bc83ab6b06747c74216f583a6ac9 \
-    --hash=sha256:734be7551687c00fbd760dc0522ed974f82ad230d4a10f54bf51b80d44a08702 \
-    --hash=sha256:7cadd7e9a44ec13b621aec60f9150e744cfc7a3dd32924a7e2f45edff31823b0 \
-    --hash=sha256:81526c4afd31971f8b62671442a4b2b51e0aa9acc3819c9f0f12a28b6fcf85f1 \
-    --hash=sha256:970762605cff1ca0d3f71ed4f3a769ea8f85fc8e6348f6e110b8fea7e6eb5a14 \
-    --hash=sha256:a3096110bf9eac0070b7208465f2740e2d8a670d5cb6530b5bb884eca495fd39 \
-    --hash=sha256:a4785e1d6547d8427c5208b748ae2efb64659a21bd82bf440d4262d02bfa02a4 \
-    --hash=sha256:a727a73cbdba2f7458dc82449e2315899d5140b449015d822f515749a46cbbe0 \
-    --hash=sha256:ae37e833ff4fed0ba352f6bdd8b73ba3ab3256a85e54edfd1ab51ae40cca0af8 \
-    --hash=sha256:aff4e6f4d722e0652707d7bcb190c445fe58428500c6d16005b02401764b1b3d \
-    --hash=sha256:b35d14bb5d8285d9494fe93815a9e9307c0876e10f1e8e89ac5b88f728ec8dcf \
-    --hash=sha256:b444dc64c079e84df91baa8bf613d58405645461cabca929d9178f2cd392398d \
-    --hash=sha256:b5329e26898896f06035241a626d7c335daa479b9bbc82be7c2742d048e41172 \
-    --hash=sha256:b5918ba197c951dec132b0c5929a00c0bf05d5942f590d3c10a807f6e15a57d3 \
-    --hash=sha256:b75c347eff42497452116ce05ef461822d97ce5b9ff8df6edacb8076092c855d \
-    --hash=sha256:c3b723df9087a9a9a840e263ebd9f88b64a12075d1bf2ea401a5a42f254f084d \
-    --hash=sha256:c934008c733b8bbea273ea308b73b3156f0181e5b72960790b09c18a2794fe1e \
-    --hash=sha256:d1478075142e83a5571782ad007fb201ed074bdeac7ebcc8890c71442e96adf7 \
-    --hash=sha256:d606a041c89c0a474a4702d532ab7e73a14fe35c8d427b972a625c8e46373668 \
-    --hash=sha256:db0dbfd2a6cdf3770aa60464d50333d8f3d9165b2f2671bcc299b72de5a6677b \
-    --hash=sha256:dbbd4aa20ca51e63b53bbde6a0fa4254b1aaabb74d2f542df7a7959feb1d760c \
-    --hash=sha256:dbc20dea3b9e27d0e66d74c42b2d0c1bed9c2ffe92adea33633e3bedeb5ac235 \
-    --hash=sha256:deeca1b5a931fdf0c2212c8a659ade6d3b1edc21f0914ce71ef24456ca7a6535 \
-    --hash=sha256:ed72cb3f45190874eb579c64fa92d9df74e98fd63e2be7f62bce5ace0ade61df \
-    --hash=sha256:ef8b27695c3d3dc78403c9a7d5e59a62d5464a7e1123b4e0042763f7104dc74f \
-    --hash=sha256:f12b1a9e332c01e09510586f8ca9b108fd631fd656af82e452d7315ef6df5f9f \
-    --hash=sha256:f4753e73e34c8d83221ba58f232433fca2748be8b18dbca02d242ed153945043 \
-    --hash=sha256:f8d68083e49e16b84734eb1a4dcae4259a75c90fb6e2251ab9a00b61120c06ab
-    # via
-    #   microdf-python
-    #   policyengine
-    #   policyengine-core
-parso==0.8.7 \
-    --hash=sha256:a8926eb2a1b915486941fdbd31e86a4baf88fe8c210f25f2f35ecec5b574ca1c \
-    --hash=sha256:eaaac4c9fdd5e9e8852dc778d2d7405897ec510f2a298071453e5e3a07914bb1
-    # via jedi
-pexpect==4.9.0 ; sys_platform != 'emscripten' and sys_platform != 'win32' \
-    --hash=sha256:7236d1e080e4936be2dc3e326cec0af72acf9212a7e1d060210e70a47e253523 \
-    --hash=sha256:ee7d41123f3c9911050ea2c2dac107568dc43b2d3b0c7557a33212c398ead30f
-    # via ipython
-plotly==5.24.1 \
-    --hash=sha256:dbc8ac8339d248a4bcc36e08a5659bacfe1b079390b8953533f4eb22169b4bae \
-    --hash=sha256:f67073a1e637eb0dc3e46324d9d51e2fe76e9727c892dde64ddf1e1b51f29089
-    # via policyengine-core
-pluggy==1.6.0 \
-    --hash=sha256:7dcc130b76258d33b90f61b658791dede3486c3e6bfb003ee5c9bfb396dd22f3 \
-    --hash=sha256:e920276dd6813095e9377c0bc5566d94c932c33b27a3e3945d8389c374dd4746
-    # via pytest
-policyengine==4.4.2 \
-    --hash=sha256:403303224e94665521f7d648a54918df8f28c56b97a83d29799d66cfd92bb7a2 \
-    --hash=sha256:8f3273f1908352b24b0958527899d2444ade515b7e5cf94c1fb7b798604099c2
-    # via -r /var/folders/qf/7fglpnr94wsc5xgbqkp80xbw0000gn/T/tmp4ria5xcy/requirements.in
-policyengine-core==3.26.1 \
-    --hash=sha256:185374b3c1fe13dc951637c49a9853211ca61a8a9971eb9cc4c4b07b1477240a \
-    --hash=sha256:dc4e3007bcd137cbe608042d067cedb889a9b8671db3d08c8e237f1ac3e324b4
-    # via
-    #   -r /var/folders/qf/7fglpnr94wsc5xgbqkp80xbw0000gn/T/tmp4ria5xcy/requirements.in
-    #   policyengine-uk
-policyengine-uk==2.88.14 \
-    --hash=sha256:21a4387ae52dcb5430b6d790edcc321816ed47147a3a0e21ffd482a36834d352 \
-    --hash=sha256:ed10005ba7d0c973c0966ebbf7672853fb3caaa0456b8bf485fb13f8c323d975
-    # via -r /var/folders/qf/7fglpnr94wsc5xgbqkp80xbw0000gn/T/tmp4ria5xcy/requirements.in
-prompt-toolkit==3.0.52 \
-    --hash=sha256:28cde192929c8e7321de85de1ddbe736f1375148b02f2e17edd840042b1be855 \
-    --hash=sha256:9aac639a3bbd33284347de5ad8d68ecc044b91a762dc39b7c21095fcd6a19955
-    # via ipython
-psutil==6.1.1 \
-    --hash=sha256:018aeae2af92d943fdf1da6b58665124897cfc94faa2ca92098838f83e1b1bca \
-    --hash=sha256:0bdd4eab935276290ad3cb718e9809412895ca6b5b334f5a9111ee6d9aff9377 \
-    --hash=sha256:1924e659d6c19c647e763e78670a05dbb7feaf44a0e9c94bf9e14dfc6ba50468 \
-    --hash=sha256:33431e84fee02bc84ea36d9e2c4a6d395d479c9dd9bba2376c1f6ee8f3a4e0b3 \
-    --hash=sha256:384636b1a64b47814437d1173be1427a7c83681b17a450bfc309a1953e329603 \
-    --hash=sha256:6d4281f5bbca041e2292be3380ec56a9413b790579b8e593b1784499d0005dac \
-    --hash=sha256:8be07491f6ebe1a693f17d4f11e69d0dc1811fa082736500f649f79df7735303 \
-    --hash=sha256:8df0178ba8a9e5bc84fed9cfa61d54601b371fbec5c8eebad27575f1e105c0d4 \
-    --hash=sha256:97f7cb9921fbec4904f522d972f0c0e1f4fabbdd4e0287813b21215074a0f160 \
-    --hash=sha256:9ccc4316f24409159897799b83004cb1e24f9819b0dcf9c0b68bdcb6cefee6a8 \
-    --hash=sha256:b6e06c20c05fe95a3d7302d74e7097756d4ba1247975ad6905441ae1b5b66003 \
-    --hash=sha256:c777eb75bb33c47377c9af68f30e9f11bc78e0f07fbf907be4a5d70b2fe5f030 \
-    --hash=sha256:ca9609c77ea3b8481ab005da74ed894035936223422dc591d6772b147421f777 \
-    --hash=sha256:cf8496728c18f2d0b45198f06895be52f36611711746b7f30c464b422b50e2f5 \
-    --hash=sha256:eaa912e0b11848c4d9279a93d7e2783df352b082f40111e078388701fd479e53 \
-    --hash=sha256:f35cfccb065fff93529d2afb4a2e89e363fe63ca1e4a5da22b603a85833c2649 \
-    --hash=sha256:fc0ed7fe2231a444fc219b9c42d0376e0a9a1a72f16c5cfa0f68d19f1a0663e8
-    # via
-    #   policyengine
-    #   policyengine-core
-ptyprocess==0.7.0 ; sys_platform != 'emscripten' and sys_platform != 'win32' \
-    --hash=sha256:4b41f3967fce3af57cc7e94b888626c18bf37a083e3651ca8feeb66d492fef35 \
-    --hash=sha256:5c5d0a3b48ceee0b48485e0c26037c0acd7d29765ca3fbb5cb3831d347423220
-    # via pexpect
-pure-eval==0.2.3 \
-    --hash=sha256:1db8e35b67b3d218d818ae653e27f06c3aa420901fa7b081ca98cbedc874e0d0 \
-    --hash=sha256:5f4e983f40564c576c7c8635ae88db5956bb2229d7e9237d03b3c0b0190eaf42
-    # via stack-data
-py-cpuinfo==9.0.0 \
-    --hash=sha256:3cdbbf3fac90dc6f118bfd64384f309edeadd902d7c8fb17f02ffa1fc3f49690 \
-    --hash=sha256:859625bc251f64e21f077d099d4162689c762b5d6a4c3c97553d56241c9674d5
-    # via tables
-pydantic==2.13.4 \
-    --hash=sha256:45a282cde31d808236fd7ea9d919b128653c8b38b393d1c4ab335c62924d9aba \
-    --hash=sha256:c40756b57adaa8b1efeeced5c196f3f3b7c435f90e84ea7f443901bec8099ef6
-    # via
-    #   blosc2
-    #   policyengine
-    #   policyengine-uk
-pydantic-core==2.46.4 \
-    --hash=sha256:00c603d540afdd6b80eb39f078f33ebd46211f02f33e34a32d9f053bba711de0 \
-    --hash=sha256:0186750b482eefa11d7f435892b09c5c606193ef3375bcf94aa00ae6bfb66262 \
-    --hash=sha256:041bde0a48fd37cf71cab1c9d56d3e8625a3793fef1f7dd232b3ff37e978ecda \
-    --hash=sha256:0c563b08bca408dc7f65f700633d8442fffb2421fc47b8101377e9fd65051ff0 \
-    --hash=sha256:0cbe8b01f948de4286c74cdd6c667aceb38f5c1e26f0693b3983d9d74887c65e \
-    --hash=sha256:0ce40cd7b21210e99342afafbd4d0f76d784eb5b1d60f3bdc566be4983c6c73b \
-    --hash=sha256:0e96592440881c74a213e5ad528e2b24d3d4f940de2766bed9010ab1d9e51594 \
-    --hash=sha256:10e17cbb10a330363733efc4d7c4d0dd827ac0909b8f6a6542298fed1ea62f29 \
-    --hash=sha256:133878133d271ade3d41d1bfb2a45ec38dbdbda40bc065921c6b04e4630127e2 \
-    --hash=sha256:14d4edf427bdcf950a8a02d7cb44a08614388dd6e1bdcbf4f67504fa7887da9c \
-    --hash=sha256:14f4c5d6db102bd796a627bbb3a17b4cf4574b9ae861d8b7c9a9661c6dd3362d \
-    --hash=sha256:17299feefe090f2caa5b8e37222bb5f663e4935a8bfa6931d4102e5df1a9f398 \
-    --hash=sha256:184c081504d17f1c1066e430e117142b2c77d9448a97f7b65c6ac9fd9aee238d \
-    --hash=sha256:18e5ceec2ab67e6d5f1a9085e5a24c9c4e2ac4545730bfe668680bca05e555f3 \
-    --hash=sha256:19e51f073cd3df251856a8a4189fbdf1de4012c3ebacfb1884f94f1eb406079f \
-    --hash=sha256:1a7dd0b3ee80d90150e3495a3a13ac34dbcbfd4f012996a6a1d8900e91b5c0fb \
-    --hash=sha256:1d8ba486450b14f3b1d63bc521d410ec7565e52f887b9fb671791886436a42f7 \
-    --hash=sha256:2108ba5c1c1eca18030634489dc544844144ee36357f2f9f780b93e7ddbb44b5 \
-    --hash=sha256:228ee9bae8bef5b1e97ec58302f80357c37199e0d0a99174e138d28e6957b9d9 \
-    --hash=sha256:23ace664830ee0bfe014a0c7bc248b1f7f25ed7ad103852c317624a1083af462 \
-    --hash=sha256:2412e734dcb48da14d4e4006b82b46b74f2518b8a26ee7e58c6844a6cd6d03c4 \
-    --hash=sha256:29c61fc04a3d840155ff08e475a04809278972fe6aef51e2720554e96367e34b \
-    --hash=sha256:2f84c03c8607173d16b5a854ec68a2f9079ae03237a54fb506d13af47e1d018d \
-    --hash=sha256:3009f12e4e90b7f88b4f9adb1b0c4a3d58fe7820f3238c190047209d148026df \
-    --hash=sha256:3245406455a5d98187ec35530fd772b1d799b26667980872c8d4614991e2c4a2 \
-    --hash=sha256:3447661d99f75a3683a4cf5c87da72f2161964611864dbbeac7fbb118bb4bfc0 \
-    --hash=sha256:372429a130e469c9cd698925ce5fc50940b7a1336b0d82038e63d5bbc4edc519 \
-    --hash=sha256:395aebd9183f9d112f569aeb5b2214d1a10a33bec8456447f7fbdfa51d38d4cd \
-    --hash=sha256:3a233125ac121aa3ffba9a2b59edfc4a985a76092dc8279586ab4b71390875e7 \
-    --hash=sha256:3be77f45df024d789a672ae34f8b06fb346c4f9f46ea714956660ea4862e89ac \
-    --hash=sha256:3bf92c5d0e00fefaab325a4d27828fe6b6e2a21848686b5b60d2d9eeb09d76c6 \
-    --hash=sha256:3ecbc122d18468d06ca279dc26a8c2e2d5acb10943bb35e36ae92096dc3b5565 \
-    --hash=sha256:3fb702cd90b0446a3a1c5e470bfa0dd23c0233b676a9099ddcc964fa6ca13898 \
-    --hash=sha256:428e04521a40150c85216fc8b85e8d39fece235a9cf5e383761238c7fa9b96fb \
-    --hash=sha256:432c179df7874eeb73307aad2df0755e1ae0efa61ff0ea89b93e194411ae3928 \
-    --hash=sha256:4a05d69cba51d852c5c3e92758653245a50c0b646ced0cf05bd793ed592839d6 \
-    --hash=sha256:4c63ebc82684aa89d9a3bcbd13d515b3be44250dc68dd3bd81526c1cb31286c3 \
-    --hash=sha256:4fc73cb559bdb54b1134a706a2802a4cddd27a0633f5abb7e53056268751ac6a \
-    --hash=sha256:4fcbe087dbc2068af7eda3aa87634eba216dbda64d1ae73c8684b621d33f6596 \
-    --hash=sha256:56cb4851bcaf3d117eddcef4fe66afd750a50274b0da8e22be256d10e5611987 \
-    --hash=sha256:5855698a4856556d86e8e6cd8434bc3ac0314ee8e12089ae0e143f64c6256e4e \
-    --hash=sha256:5a4330cdbc57162e4b3aa303f588ba752257694c9c9be3e7ebb11b4aca659b5d \
-    --hash=sha256:5b712b53160b79a5850310b912a5ef8e57e56947c8ad690c227f5c9d7e561712 \
-    --hash=sha256:5d5902252db0d3cedf8d4a1bc68f70eeb430f7e4c7104c8c476753519b423008 \
-    --hash=sha256:617d7e2ca7dcb8c5cf6bcb8c59b8832c94b36196bbf1cbd1bfb56ed341905edd \
-    --hash=sha256:62f875393d7f270851f20523dd2e29f082bcc82292d66db2b64ea71f64b6e1c1 \
-    --hash=sha256:633147d34cf4550417f12e2b1a0383973bdf5cdfde212cb09e9a581cf10820be \
-    --hash=sha256:66ce7632c22d837c95301830e111ad0128a32b8207533b60896a96c4915192ea \
-    --hash=sha256:6b3ace8194b0e5204818c92802dcdca7fc6d88aabbb799d7c795540d9cd6d292 \
-    --hash=sha256:6f2eeda33a839975441c86a4119e1383c50b47faf0cbb5176985565c6bb02c33 \
-    --hash=sha256:7027560ee92211647d0d34e3f7cd6f50da56399d26a9c8ad0da286d3869a53f3 \
-    --hash=sha256:7283d57845ecf5a163403eb0702dfc220cc4fbdd18919cb5ccea4f95ee1cdab4 \
-    --hash=sha256:7a5f930472650a82629163023e630d160863fce524c616f4e5186e5de9d9a49b \
-    --hash=sha256:7bfb192b3f4b9e8a89b6277b6ce787564f62cfd272055f6e685726b111dc7826 \
-    --hash=sha256:811ff8e9c313ab425368bcbb36e5c4ebd7108c2bbf4e4089cfbb0b01eff63fac \
-    --hash=sha256:8233f2947cf85404441fd7e0085f53b10c93e0ee78611099b5c7237e36aacbf7 \
-    --hash=sha256:82cf5301172168103724d49a1444d3378cb20cdee30b116a1bd6031236298a5d \
-    --hash=sha256:8358a950c8909158e3df31538a7e4edc2d7265a7c54b47f0864d9e5bae9dcebf \
-    --hash=sha256:85bb3611ff1802f3ee7fdd7dbff26b56f343fb432d57a4728fdd49b6ef35e2f4 \
-    --hash=sha256:86e1a4418c6cd97d60c95c71164158eaf7324fae7b0923264016baa993eba6fc \
-    --hash=sha256:8b9bab013d1c7a79d3501ff86d0bc9c31bf587db4551677b96bec07df78c6b15 \
-    --hash=sha256:8c5dac79fa1614d1e06ca695109c6105923bd9c7d1d6c918d4e637b7e6b32fd3 \
-    --hash=sha256:8d0820e8192167f80d88d64038e609c31452eeca865b4e1d9950a27a4609b00b \
-    --hash=sha256:8daafc69c93ee8a0204506a3b6b30f586ef54028f52aeeeb5c4cfc5184fd5914 \
-    --hash=sha256:9037063db01f09b09e237c282b6792bd4da634b5402c4e7f0c61effed7701a04 \
-    --hash=sha256:905a0ed8ea6f2d61c1738835f99b699348d7857379083e5fc497fa0c967a407c \
-    --hash=sha256:90884113d8b48f760e9587002789ddd741e76ab9f89518cd1e43b1f1a52ec44b \
-    --hash=sha256:91a06d2e259ecfbd8c901d70c3c507900458498142b3026a296b7de4d1322cc9 \
-    --hash=sha256:926c9541b14b12b1681dca8a0b75feb510b06c6341b70a8e500c2fdcff837cce \
-    --hash=sha256:9401557acd873c3a7f3eb9383edef8ac4968f9510e340f4808d427e75667e7b4 \
-    --hash=sha256:9551187363ffc0de2a00b2e47c25aeaeb1020b69b668762966df15fc5659dd5a \
-    --hash=sha256:962ccbab7b642487b1d8b7df90ef677e03134cf1fd8880bf698649b22a69371f \
-    --hash=sha256:97e7cf2be5c77b7d1a9713a05605d49460d02c6078d38d8bef3cbe323c548424 \
-    --hash=sha256:9aa768456404a8bf48a4406685ac2bec8e72b62c69313734fa3b73cf33b3a894 \
-    --hash=sha256:9bc519fbf2b7578398853d815009ae5e4d4603d12f4e3f91da8c06852d3da3e9 \
-    --hash=sha256:9d56801be94b86a9da183e5f3766e6310752b99ff647e38b09a9500d88e46e76 \
-    --hash=sha256:9f444c499b3eefd3a92e348059471ea0c3a6e303d9c1cec09fa748fd9f895201 \
-    --hash=sha256:9fa8ae11da9e2b3126c6426f147e0fba88d96d65921799bb30c6abd1cb2c97fb \
-    --hash=sha256:a0f62d0a58f4e7da165457e995725421e0064f2255d8eccebc49f41bbc23b109 \
-    --hash=sha256:a396dcc17e5a0b164dbe026896245a4fa9ff402edca1dff0be3d53a517f74de4 \
-    --hash=sha256:aaa2a54443eff1950ba5ddc6b6ccda0d9c84a364276a62f969bdf2a390650848 \
-    --hash=sha256:ad785e92e6dc634c21555edc8bd6b64957ab844541bcb96a1366c202951ae526 \
-    --hash=sha256:af8244b2bef6aaad6d92cda81372de7f8c8d36c9f0c3ea36e827c60e7d9467a0 \
-    --hash=sha256:b078afbc25f3a1436c7a1d2cd3e322497ee99615ba97c563566fdf46aff1ee01 \
-    --hash=sha256:b2f69dec1725e79a012d920df1707de5caf7ed5e08f3be4435e25803efc47458 \
-    --hash=sha256:b8458003118a712e66286df6a707db01c52c0f52f7db8e4a38f0da1d3b94fc4e \
-    --hash=sha256:bb63e0198ca18aad131c089b9204c23079c3afa95487e561f4c522d519e55aba \
-    --hash=sha256:bfec22eab3c8cc2ceec0248aec886624116dc079afa027ecc8ad4a7e62010f8a \
-    --hash=sha256:c1747f85cee84c26985853c6f3d9bd3e75da5212912443fa111c113b9c246f39 \
-    --hash=sha256:c1b3f518abeca3aa13c712fd202306e145abf59a18b094a6bafb2d2bbf59192c \
-    --hash=sha256:c50f2528cf200c5eed56faf3f4e22fcd5f38c157a8b78576e6ba3168ec35f000 \
-    --hash=sha256:c68fcd102d71ea85c5b2dfac3f4f8476eff42a9e078fd5faefff6d145063536b \
-    --hash=sha256:c7a7bd4e39e8e4c12c39cd480356842b6a8a06e41b23a55a5e3e191718838ddf \
-    --hash=sha256:c94f0688e7b8d0a67abf40e57a7eaaecd17cc9586706a31b76c031f63df052b4 \
-    --hash=sha256:cbaf13819775b7f769bf4a1f066cb6df7a28d4480081a589828ef190226881cd \
-    --hash=sha256:cd2213145bcc2ba85884d0ac63d222fece9209678f77b9b4d76f054c561adb28 \
-    --hash=sha256:ce5c1d2a8b27468f433ca974829c44060b8097eedc39933e3c206a90ee49c4a9 \
-    --hash=sha256:d396ec2b979760aaf3218e76c24e65bd0aca24983298653b3a9d7a45f9e47b30 \
-    --hash=sha256:d51026d73fcfd93610abc7b27789c26b313920fcfb20e27462d74a7f8b06e983 \
-    --hash=sha256:d80ee3d731373b24cebbc10d689ca4ee1875caf0d5703a245db18efd4dd37fc1 \
-    --hash=sha256:d995260fdf4e1db774581b4900e0f832abe3c7c84996726bbc161b19c8f29e76 \
-    --hash=sha256:da4b951fe36dc7c3a1ccb4e3cd1747c3542b8c9ceede8fc86cae054e764485f5 \
-    --hash=sha256:daa27d92c36f24388fe3ad306b174781c747627f134452e4f128ea00ce1fe8c4 \
-    --hash=sha256:db06ffe51636ffe9ca531fe9023dd64bdd794be8754cb5df57c5498ae5b518a7 \
-    --hash=sha256:e0d65b8c354be7fb5f720c3caa8bc940bc2d20ce749c8e06135f07f8ed95dd7c \
-    --hash=sha256:e68b7a074f65a2fd746c52a7ce6142ab7006074ac269ace0c25cd8ba171f8066 \
-    --hash=sha256:e739fee756ba1010f8bcccb534252e85a35fe45ae92c295a06059ce58b74ccd3 \
-    --hash=sha256:e846ae7835bf0703ae43f534ab79a867146dadd59dc9ca5c8b53d5c8f7c9ef02 \
-    --hash=sha256:e9c26f834c65f5752f3f06cb08cb86a913ceb7274d0db6e267808a708b46bc89 \
-    --hash=sha256:ea793e075b70290d89d8142074262885d3f7da19634845135751bd6344f73b50 \
-    --hash=sha256:f027324c56cd5406ca49c124b0db10e56c69064fec039acc571c29020cc87c76 \
-    --hash=sha256:f13a646d65d09fbf1bc6b3a9635d30095c8e7e5cc419ff35ecc563c5fd04cd49 \
-    --hash=sha256:f47286a97f0bc9b8859519809077b91b2cefe4ae47fcbf5e466a009c1c5d742b \
-    --hash=sha256:f747929cf940cddb5b3668a390056ddd5ba2e5010615ea2dcf4f9c4f3ab8791d \
-    --hash=sha256:f99626688942fb746e545232e7726926f3be91b5975f8b55327665fafda991c7 \
-    --hash=sha256:f9fa868638bf362d3d138ea55829cefb3d5f4b0d7f142234382a15e2485dbec4 \
-    --hash=sha256:fbdb89b3e1c94a30cc5edfce477c6e6a5dc4d8f84665b455c27582f211a1c72c \
-    --hash=sha256:fc010ab034c8c7452522748bf937df58020d256ccae0874463d1f4d01758af8e \
-    --hash=sha256:fc3e9034a63de20e15e8ade85358bc6efc614008cab72898b4b4952bea0509ff \
-    --hash=sha256:fd8b3d9fd264be37976686c7f65cd52a83f5e84f4bfd2adf9c1d469676bbb6ae
-    # via pydantic
-pygments==2.20.0 \
-    --hash=sha256:6757cd03768053ff99f3039c1a36d6c0aa0b263438fcab17520b30a303a82b5f \
-    --hash=sha256:81a9e26dd42fd28a23a2d169d86d7ac03b46e2f8b59ed4698fb4785f946d0176
-    # via
-    #   ipython
-    #   pytest
-    #   rich
-pytest==8.4.2 \
-    --hash=sha256:86c0d0b93306b961d58d62a4db4879f27fe25513d4b969df351abdddb3c30e01 \
-    --hash=sha256:872f880de3fc3a5bdc88a11b39c9710c3497a547cfa9320bc3c5e62fbf272e79
-    # via policyengine-core
-python-dateutil==2.9.0.post0 \
-    --hash=sha256:37dd54208da7e1cd875388217d5e00ebd4179249f90fb72437e91a35459a0ad3 \
-    --hash=sha256:a8b2bc7bffae282281c8140a97d3aa9c14da0b136dfe83f850eea9a5f7470427
-    # via pandas
-pyvis==0.3.2 \
-    --hash=sha256:5720c4ca8161dc5d9ab352015723abb7a8bb8fb443edeb07f7a322db34a97555
-    # via policyengine-core
-pyyaml==6.0.3 \
-    --hash=sha256:00c4bdeba853cc34e7dd471f16b4114f4162dc03e6b7afcc2128711f0eca823c \
-    --hash=sha256:0150219816b6a1fa26fb4699fb7daa9caf09eb1999f3b70fb6e786805e80375a \
-    --hash=sha256:02893d100e99e03eda1c8fd5c441d8c60103fd175728e23e431db1b589cf5ab3 \
-    --hash=sha256:02ea2dfa234451bbb8772601d7b8e426c2bfa197136796224e50e35a78777956 \
-    --hash=sha256:0f29edc409a6392443abf94b9cf89ce99889a1dd5376d94316ae5145dfedd5d6 \
-    --hash=sha256:10892704fc220243f5305762e276552a0395f7beb4dbf9b14ec8fd43b57f126c \
-    --hash=sha256:16249ee61e95f858e83976573de0f5b2893b3677ba71c9dd36b9cf8be9ac6d65 \
-    --hash=sha256:1d37d57ad971609cf3c53ba6a7e365e40660e3be0e5175fa9f2365a379d6095a \
-    --hash=sha256:1ebe39cb5fc479422b83de611d14e2c0d3bb2a18bbcb01f229ab3cfbd8fee7a0 \
-    --hash=sha256:214ed4befebe12df36bcc8bc2b64b396ca31be9304b8f59e25c11cf94a4c033b \
-    --hash=sha256:2283a07e2c21a2aa78d9c4442724ec1eb15f5e42a723b99cb3d822d48f5f7ad1 \
-    --hash=sha256:22ba7cfcad58ef3ecddc7ed1db3409af68d023b7f940da23c6c2a1890976eda6 \
-    --hash=sha256:27c0abcb4a5dac13684a37f76e701e054692a9b2d3064b70f5e4eb54810553d7 \
-    --hash=sha256:28c8d926f98f432f88adc23edf2e6d4921ac26fb084b028c733d01868d19007e \
-    --hash=sha256:2e71d11abed7344e42a8849600193d15b6def118602c4c176f748e4583246007 \
-    --hash=sha256:34d5fcd24b8445fadc33f9cf348c1047101756fd760b4dacb5c3e99755703310 \
-    --hash=sha256:37503bfbfc9d2c40b344d06b2199cf0e96e97957ab1c1b546fd4f87e53e5d3e4 \
-    --hash=sha256:3c5677e12444c15717b902a5798264fa7909e41153cdf9ef7ad571b704a63dd9 \
-    --hash=sha256:3ff07ec89bae51176c0549bc4c63aa6202991da2d9a6129d7aef7f1407d3f295 \
-    --hash=sha256:41715c910c881bc081f1e8872880d3c650acf13dfa8214bad49ed4cede7c34ea \
-    --hash=sha256:418cf3f2111bc80e0933b2cd8cd04f286338bb88bdc7bc8e6dd775ebde60b5e0 \
-    --hash=sha256:44edc647873928551a01e7a563d7452ccdebee747728c1080d881d68af7b997e \
-    --hash=sha256:4a2e8cebe2ff6ab7d1050ecd59c25d4c8bd7e6f400f5f82b96557ac0abafd0ac \
-    --hash=sha256:4ad1906908f2f5ae4e5a8ddfce73c320c2a1429ec52eafd27138b7f1cbe341c9 \
-    --hash=sha256:501a031947e3a9025ed4405a168e6ef5ae3126c59f90ce0cd6f2bfc477be31b7 \
-    --hash=sha256:5190d403f121660ce8d1d2c1bb2ef1bd05b5f68533fc5c2ea899bd15f4399b35 \
-    --hash=sha256:5498cd1645aa724a7c71c8f378eb29ebe23da2fc0d7a08071d89469bf1d2defb \
-    --hash=sha256:5cf4e27da7e3fbed4d6c3d8e797387aaad68102272f8f9752883bc32d61cb87b \
-    --hash=sha256:5e0b74767e5f8c593e8c9b5912019159ed0533c70051e9cce3e8b6aa699fcd69 \
-    --hash=sha256:5ed875a24292240029e4483f9d4a4b8a1ae08843b9c54f43fcc11e404532a8a5 \
-    --hash=sha256:5fcd34e47f6e0b794d17de1b4ff496c00986e1c83f7ab2fb8fcfe9616ff7477b \
-    --hash=sha256:5fdec68f91a0c6739b380c83b951e2c72ac0197ace422360e6d5a959d8d97b2c \
-    --hash=sha256:6344df0d5755a2c9a276d4473ae6b90647e216ab4757f8426893b5dd2ac3f369 \
-    --hash=sha256:64386e5e707d03a7e172c0701abfb7e10f0fb753ee1d773128192742712a98fd \
-    --hash=sha256:652cb6edd41e718550aad172851962662ff2681490a8a711af6a4d288dd96824 \
-    --hash=sha256:66291b10affd76d76f54fad28e22e51719ef9ba22b29e1d7d03d6777a9174198 \
-    --hash=sha256:66e1674c3ef6f541c35191caae2d429b967b99e02040f5ba928632d9a7f0f065 \
-    --hash=sha256:6adc77889b628398debc7b65c073bcb99c4a0237b248cacaf3fe8a557563ef6c \
-    --hash=sha256:79005a0d97d5ddabfeeea4cf676af11e647e41d81c9a7722a193022accdb6b7c \
-    --hash=sha256:7c6610def4f163542a622a73fb39f534f8c101d690126992300bf3207eab9764 \
-    --hash=sha256:7f047e29dcae44602496db43be01ad42fc6f1cc0d8cd6c83d342306c32270196 \
-    --hash=sha256:8098f252adfa6c80ab48096053f512f2321f0b998f98150cea9bd23d83e1467b \
-    --hash=sha256:850774a7879607d3a6f50d36d04f00ee69e7fc816450e5f7e58d7f17f1ae5c00 \
-    --hash=sha256:8d1fab6bb153a416f9aeb4b8763bc0f22a5586065f86f7664fc23339fc1c1fac \
-    --hash=sha256:8da9669d359f02c0b91ccc01cac4a67f16afec0dac22c2ad09f46bee0697eba8 \
-    --hash=sha256:8dc52c23056b9ddd46818a57b78404882310fb473d63f17b07d5c40421e47f8e \
-    --hash=sha256:9149cad251584d5fb4981be1ecde53a1ca46c891a79788c0df828d2f166bda28 \
-    --hash=sha256:93dda82c9c22deb0a405ea4dc5f2d0cda384168e466364dec6255b293923b2f3 \
-    --hash=sha256:96b533f0e99f6579b3d4d4995707cf36df9100d67e0c8303a0c55b27b5f99bc5 \
-    --hash=sha256:9c57bb8c96f6d1808c030b1687b9b5fb476abaa47f0db9c0101f5e9f394e97f4 \
-    --hash=sha256:9c7708761fccb9397fe64bbc0395abcae8c4bf7b0eac081e12b809bf47700d0b \
-    --hash=sha256:9f3bfb4965eb874431221a3ff3fdcddc7e74e3b07799e0e84ca4a0f867d449bf \
-    --hash=sha256:a33284e20b78bd4a18c8c2282d549d10bc8408a2a7ff57653c0cf0b9be0afce5 \
-    --hash=sha256:a80cb027f6b349846a3bf6d73b5e95e782175e52f22108cfa17876aaeff93702 \
-    --hash=sha256:b30236e45cf30d2b8e7b3e85881719e98507abed1011bf463a8fa23e9c3e98a8 \
-    --hash=sha256:b3bc83488de33889877a0f2543ade9f70c67d66d9ebb4ac959502e12de895788 \
-    --hash=sha256:b865addae83924361678b652338317d1bd7e79b1f4596f96b96c77a5a34b34da \
-    --hash=sha256:b8bb0864c5a28024fac8a632c443c87c5aa6f215c0b126c449ae1a150412f31d \
-    --hash=sha256:ba1cc08a7ccde2d2ec775841541641e4548226580ab850948cbfda66a1befcdc \
-    --hash=sha256:bdb2c67c6c1390b63c6ff89f210c8fd09d9a1217a465701eac7316313c915e4c \
-    --hash=sha256:c1ff362665ae507275af2853520967820d9124984e0f7466736aea23d8611fba \
-    --hash=sha256:c2514fceb77bc5e7a2f7adfaa1feb2fb311607c9cb518dbc378688ec73d8292f \
-    --hash=sha256:c3355370a2c156cffb25e876646f149d5d68f5e0a3ce86a5084dd0b64a994917 \
-    --hash=sha256:c458b6d084f9b935061bc36216e8a69a7e293a2f1e68bf956dcd9e6cbcd143f5 \
-    --hash=sha256:d0eae10f8159e8fdad514efdc92d74fd8d682c933a6dd088030f3834bc8e6b26 \
-    --hash=sha256:d76623373421df22fb4cf8817020cbb7ef15c725b9d5e45f17e189bfc384190f \
-    --hash=sha256:ebc55a14a21cb14062aa4162f906cd962b28e2e9ea38f9b4391244cd8de4ae0b \
-    --hash=sha256:eda16858a3cab07b80edaf74336ece1f986ba330fdb8ee0d6c0d68fe82bc96be \
-    --hash=sha256:ee2922902c45ae8ccada2c5b501ab86c36525b883eff4255313a253a3160861c \
-    --hash=sha256:efd7b85f94a6f21e4932043973a7ba2613b059c4a000551892ac9f1d11f5baf3 \
-    --hash=sha256:f7057c9a337546edc7973c0d3ba84ddcdf0daa14533c2065749c9075001090e6 \
-    --hash=sha256:fa160448684b4e94d80416c0fa4aac48967a969efe22931448d853ada8baf926 \
-    --hash=sha256:fc09d0aa354569bc501d4e787133afc08552722d3ab34836a80547331bb5d4a0
-    # via huggingface-hub
-referencing==0.37.0 \
-    --hash=sha256:381329a9f99628c9069361716891d34ad94af76e461dcb0335825aecc7692231 \
-    --hash=sha256:44aefc3142c5b842538163acb373e24cce6632bd54bdb01b21ad5863489f50d8
-    # via
-    #   jsonschema
-    #   jsonschema-specifications
-requests==2.33.1 \
-    --hash=sha256:18817f8c57c6263968bc123d237e3b8b08ac046f5456bd1e307ee8f4250d3517 \
-    --hash=sha256:4e6d1ef462f3626a1f0a0a9c42dd93c63bad33f9f1c1937509b8c5c8718ab56a
-    # via
-    #   blosc2
-    #   policyengine
-    #   policyengine-core
-rich==15.0.0 \
-    --hash=sha256:33bd4ef74232fb73fe9279a257718407f169c09b78a87ad3d296f548e27de0bb \
-    --hash=sha256:edd07a4824c6b40189fb7ac9bc4c52536e9780fbbfbddf6f1e2502c31b068c36
-    # via typer
-rpds-py==0.30.0 \
-    --hash=sha256:07ae8a593e1c3c6b82ca3292efbe73c30b61332fd612e05abee07c79359f292f \
-    --hash=sha256:0a59119fc6e3f460315fe9d08149f8102aa322299deaa5cab5b40092345c2136 \
-    --hash=sha256:0c0e95f6819a19965ff420f65578bacb0b00f251fefe2c8b23347c37174271f3 \
-    --hash=sha256:0d08f00679177226c4cb8c5265012eea897c8ca3b93f429e546600c971bcbae7 \
-    --hash=sha256:0ed177ed9bded28f8deb6ab40c183cd1192aa0de40c12f38be4d59cd33cb5c65 \
-    --hash=sha256:12f90dd7557b6bd57f40abe7747e81e0c0b119bef015ea7726e69fe550e394a4 \
-    --hash=sha256:1726859cd0de969f88dc8673bdd954185b9104e05806be64bcd87badbe313169 \
-    --hash=sha256:1ab5b83dbcf55acc8b08fc62b796ef672c457b17dbd7820a11d6c52c06839bdf \
-    --hash=sha256:1b151685b23929ab7beec71080a8889d4d6d9fa9a983d213f07121205d48e2c4 \
-    --hash=sha256:1f3587eb9b17f3789ad50824084fa6f81921bbf9a795826570bda82cb3ed91f2 \
-    --hash=sha256:250fa00e9543ac9b97ac258bd37367ff5256666122c2d0f2bc97577c60a1818c \
-    --hash=sha256:2771c6c15973347f50fece41fc447c054b7ac2ae0502388ce3b6738cd366e3d4 \
-    --hash=sha256:27f4b0e92de5bfbc6f86e43959e6edd1425c33b5e69aab0984a72047f2bcf1e3 \
-    --hash=sha256:2e6ecb5a5bcacf59c3f912155044479af1d0b6681280048b338b28e364aca1f6 \
-    --hash=sha256:32c8528634e1bf7121f3de08fa85b138f4e0dc47657866630611b03967f041d7 \
-    --hash=sha256:33f559f3104504506a44bb666b93a33f5d33133765b0c216a5bf2f1e1503af89 \
-    --hash=sha256:3896fa1be39912cf0757753826bc8bdc8ca331a28a7c4ae46b7a21280b06bb85 \
-    --hash=sha256:389a2d49eded1896c3d48b0136ead37c48e221b391c052fba3f4055c367f60a6 \
-    --hash=sha256:39c02563fc592411c2c61d26b6c5fe1e51eaa44a75aa2c8735ca88b0d9599daa \
-    --hash=sha256:3adbb8179ce342d235c31ab8ec511e66c73faa27a47e076ccc92421add53e2bb \
-    --hash=sha256:3d4a69de7a3e50ffc214ae16d79d8fbb0922972da0356dcf4d0fdca2878559c6 \
-    --hash=sha256:3e62880792319dbeb7eb866547f2e35973289e7d5696c6e295476448f5b63c87 \
-    --hash=sha256:3e8eeb0544f2eb0d2581774be4c3410356eba189529a6b3e36bbbf9696175856 \
-    --hash=sha256:422c3cb9856d80b09d30d2eb255d0754b23e090034e1deb4083f8004bd0761e4 \
-    --hash=sha256:4559c972db3a360808309e06a74628b95eaccbf961c335c8fe0d590cf587456f \
-    --hash=sha256:46e83c697b1f1c72b50e5ee5adb4353eef7406fb3f2043d64c33f20ad1c2fc53 \
-    --hash=sha256:47b0ef6231c58f506ef0b74d44e330405caa8428e770fec25329ed2cb971a229 \
-    --hash=sha256:47e77dc9822d3ad616c3d5759ea5631a75e5809d5a28707744ef79d7a1bcfcad \
-    --hash=sha256:47f236970bccb2233267d89173d3ad2703cd36a0e2a6e92d0560d333871a3d23 \
-    --hash=sha256:47f9a91efc418b54fb8190a6b4aa7813a23fb79c51f4bb84e418f5476c38b8db \
-    --hash=sha256:495aeca4b93d465efde585977365187149e75383ad2684f81519f504f5c13038 \
-    --hash=sha256:4c5f36a861bc4b7da6516dbdf302c55313afa09b81931e8280361a4f6c9a2d27 \
-    --hash=sha256:4cc2206b76b4f576934f0ed374b10d7ca5f457858b157ca52064bdfc26b9fc00 \
-    --hash=sha256:4e7fc54e0900ab35d041b0601431b0a0eb495f0851a0639b6ef90f7741b39a18 \
-    --hash=sha256:51a1234d8febafdfd33a42d97da7a43f5dcb120c1060e352a3fbc0c6d36e2083 \
-    --hash=sha256:55f66022632205940f1827effeff17c4fa7ae1953d2b74a8581baaefb7d16f8c \
-    --hash=sha256:58edca431fb9b29950807e301826586e5bbf24163677732429770a697ffe6738 \
-    --hash=sha256:5965af57d5848192c13534f90f9dd16464f3c37aaf166cc1da1cae1fd5a34898 \
-    --hash=sha256:5ba103fb455be00f3b1c2076c9d4264bfcb037c976167a6047ed82f23153f02e \
-    --hash=sha256:5d4c2aa7c50ad4728a094ebd5eb46c452e9cb7edbfdb18f9e1221f597a73e1e7 \
-    --hash=sha256:61046904275472a76c8c90c9ccee9013d70a6d0f73eecefd38c1ae7c39045a08 \
-    --hash=sha256:613aa4771c99f03346e54c3f038e4cc574ac09a3ddfb0e8878487335e96dead6 \
-    --hash=sha256:626a7433c34566535b6e56a1b39a7b17ba961e97ce3b80ec62e6f1312c025551 \
-    --hash=sha256:669b1805bd639dd2989b281be2cfd951c6121b65e729d9b843e9639ef1fd555e \
-    --hash=sha256:679ae98e00c0e8d68a7fda324e16b90fd5260945b45d3b824c892cec9eea3288 \
-    --hash=sha256:67b02ec25ba7a9e8fa74c63b6ca44cf5707f2fbfadae3ee8e7494297d56aa9df \
-    --hash=sha256:68f19c879420aa08f61203801423f6cd5ac5f0ac4ac82a2368a9fcd6a9a075e0 \
-    --hash=sha256:692bef75a5525db97318e8cd061542b5a79812d711ea03dbc1f6f8dbb0c5f0d2 \
-    --hash=sha256:6abc8880d9d036ecaafe709079969f56e876fcf107f7a8e9920ba6d5a3878d05 \
-    --hash=sha256:6bdfdb946967d816e6adf9a3d8201bfad269c67efe6cefd7093ef959683c8de0 \
-    --hash=sha256:6de2a32a1665b93233cde140ff8b3467bdb9e2af2b91079f0333a0974d12d464 \
-    --hash=sha256:73c67f2db7bc334e518d097c6d1e6fed021bbc9b7d678d6cc433478365d1d5f5 \
-    --hash=sha256:74a3243a411126362712ee1524dfc90c650a503502f135d54d1b352bd01f2404 \
-    --hash=sha256:76fec018282b4ead0364022e3c54b60bf368b9d926877957a8624b58419169b7 \
-    --hash=sha256:7c64d38fb49b6cdeda16ab49e35fe0da2e1e9b34bc38bd78386530f218b37139 \
-    --hash=sha256:7cee9c752c0364588353e627da8a7e808a66873672bcb5f52890c33fd965b394 \
-    --hash=sha256:7e6ecfcb62edfd632e56983964e6884851786443739dbfe3582947e87274f7cb \
-    --hash=sha256:806f36b1b605e2d6a72716f321f20036b9489d29c51c91f4dd29a3e3afb73b15 \
-    --hash=sha256:858738e9c32147f78b3ac24dc0edb6610000e56dc0f700fd5f651d0a0f0eb9ff \
-    --hash=sha256:8d6d1cc13664ec13c1b84241204ff3b12f9bb82464b8ad6e7a5d3486975c2eed \
-    --hash=sha256:9027da1ce107104c50c81383cae773ef5c24d296dd11c99e2629dbd7967a20c6 \
-    --hash=sha256:922e10f31f303c7c920da8981051ff6d8c1a56207dbdf330d9047f6d30b70e5e \
-    --hash=sha256:945dccface01af02675628334f7cf49c2af4c1c904748efc5cf7bbdf0b579f95 \
-    --hash=sha256:946fe926af6e44f3697abbc305ea168c2c31d3e3ef1058cf68f379bf0335a78d \
-    --hash=sha256:95f0802447ac2d10bcc69f6dc28fe95fdf17940367b21d34e34c737870758950 \
-    --hash=sha256:9854cf4f488b3d57b9aaeb105f06d78e5529d3145b1e4a41750167e8c213c6d3 \
-    --hash=sha256:993914b8e560023bc0a8bf742c5f303551992dcb85e247b1e5c7f4a7d145bda5 \
-    --hash=sha256:99b47d6ad9a6da00bec6aabe5a6279ecd3c06a329d4aa4771034a21e335c3a97 \
-    --hash=sha256:9a4e86e34e9ab6b667c27f3211ca48f73dba7cd3d90f8d5b11be56e5dbc3fb4e \
-    --hash=sha256:9cf69cdda1f5968a30a359aba2f7f9aa648a9ce4b580d6826437f2b291cfc86e \
-    --hash=sha256:a090322ca841abd453d43456ac34db46e8b05fd9b3b4ac0c78bcde8b089f959b \
-    --hash=sha256:a1010ed9524c73b94d15919ca4d41d8780980e1765babf85f9a2f90d247153dd \
-    --hash=sha256:a161f20d9a43006833cd7068375a94d035714d73a172b681d8881820600abfad \
-    --hash=sha256:a1d0bc22a7cdc173fedebb73ef81e07faef93692b8c1ad3733b67e31e1b6e1b8 \
-    --hash=sha256:a2bffea6a4ca9f01b3f8e548302470306689684e61602aa3d141e34da06cf425 \
-    --hash=sha256:a452763cc5198f2f98898eb98f7569649fe5da666c2dc6b5ddb10fde5a574221 \
-    --hash=sha256:a4796a717bf12b9da9d3ad002519a86063dcac8988b030e405704ef7d74d2d9d \
-    --hash=sha256:a51033ff701fca756439d641c0ad09a41d9242fa69121c7d8769604a0a629825 \
-    --hash=sha256:a8fa71a2e078c527c3e9dc9fc5a98c9db40bcc8a92b4e8858e36d329f8684b51 \
-    --hash=sha256:ac37f9f516c51e5753f27dfdef11a88330f04de2d564be3991384b2f3535d02e \
-    --hash=sha256:ac98b175585ecf4c0348fd7b29c3864bda53b805c773cbf7bfdaffc8070c976f \
-    --hash=sha256:acd7eb3f4471577b9b5a41baf02a978e8bdeb08b4b355273994f8b87032000a8 \
-    --hash=sha256:ad1fa8db769b76ea911cb4e10f049d80bf518c104f15b3edb2371cc65375c46f \
-    --hash=sha256:b40fb160a2db369a194cb27943582b38f79fc4887291417685f3ad693c5a1d5d \
-    --hash=sha256:b4dc1a6ff022ff85ecafef7979a2c6eb423430e05f1165d6688234e62ba99a07 \
-    --hash=sha256:ba3af48635eb83d03f6c9735dfb21785303e73d22ad03d489e88adae6eab8877 \
-    --hash=sha256:ba81a9203d07805435eb06f536d95a266c21e5b2dfbf6517748ca40c98d19e31 \
-    --hash=sha256:c2262bdba0ad4fc6fb5545660673925c2d2a5d9e2e0fb603aad545427be0fc58 \
-    --hash=sha256:c77afbd5f5250bf27bf516c7c4a016813eb2d3e116139aed0096940c5982da94 \
-    --hash=sha256:ca28829ae5f5d569bb62a79512c842a03a12576375d5ece7d2cadf8abe96ec28 \
-    --hash=sha256:cdc62c8286ba9bf7f47befdcea13ea0e26bf294bda99758fd90535cbaf408000 \
-    --hash=sha256:d948b135c4693daff7bc2dcfc4ec57237a29bd37e60c2fabf5aff2bbacf3e2f1 \
-    --hash=sha256:d96c2086587c7c30d44f31f42eae4eac89b60dabbac18c7669be3700f13c3ce1 \
-    --hash=sha256:d9a0ca5da0386dee0655b4ccdf46119df60e0f10da268d04fe7cc87886872ba7 \
-    --hash=sha256:da279aa314f00acbb803da1e76fa18666778e8a8f83484fba94526da5de2cba7 \
-    --hash=sha256:dbd936cde57abfee19ab3213cf9c26be06d60750e60a8e4dd85d1ab12c8b1f40 \
-    --hash=sha256:dc4f992dfe1e2bc3ebc7444f6c7051b4bc13cd8e33e43511e8ffd13bf407010d \
-    --hash=sha256:dc824125c72246d924f7f796b4f63c1e9dc810c7d9e2355864b3c3a73d59ade0 \
-    --hash=sha256:dd8ff7cf90014af0c0f787eea34794ebf6415242ee1d6fa91eaba725cc441e84 \
-    --hash=sha256:dea5b552272a944763b34394d04577cf0f9bd013207bc32323b5a89a53cf9c2f \
-    --hash=sha256:dff13836529b921e22f15cb099751209a60009731a68519630a24d61f0b1b30a \
-    --hash=sha256:e0b65193a413ccc930671c55153a03ee57cecb49e6227204b04fae512eb657a7 \
-    --hash=sha256:e5d3e6b26f2c785d65cc25ef1e5267ccbe1b069c5c21b8cc724efee290554419 \
-    --hash=sha256:e7536cd91353c5273434b4e003cbda89034d67e7710eab8761fd918ec6c69cf8 \
-    --hash=sha256:eb0b93f2e5c2189ee831ee43f156ed34e2a89a78a66b98cadad955972548be5a \
-    --hash=sha256:eb2c4071ab598733724c08221091e8d80e89064cd472819285a9ab0f24bcedb9 \
-    --hash=sha256:ec7c4490c672c1a0389d319b3a9cfcd098dcdc4783991553c332a15acf7249be \
-    --hash=sha256:ee454b2a007d57363c2dfd5b6ca4a5d7e2c518938f8ed3b706e37e5d470801ed \
-    --hash=sha256:ee6af14263f25eedc3bb918a3c04245106a42dfd4f5c2285ea6f997b1fc3f89a \
-    --hash=sha256:f14fc5df50a716f7ece6a80b6c78bb35ea2ca47c499e422aa4463455dd96d56d \
-    --hash=sha256:f207f69853edd6f6700b86efb84999651baf3789e78a466431df1331608e5324 \
-    --hash=sha256:f251c812357a3fed308d684a5079ddfb9d933860fc6de89f2b7ab00da481e65f \
-    --hash=sha256:f83424d738204d9770830d35290ff3273fbb02b41f919870479fab14b9d303b2 \
-    --hash=sha256:f8d1736cfb49381ba528cd5baa46f82fdc65c06e843dab24dd70b63d09121b3f \
-    --hash=sha256:fe5fa731a1fa8a0a56b0977413f8cacac1768dad38d16b3a296712709476fbd5
-    # via
-    #   jsonschema
-    #   referencing
-shellingham==1.5.4 \
-    --hash=sha256:7ecfff8f2fd72616f7481040475a65b2bf8af90a56c89140852d1120324e8686 \
-    --hash=sha256:8dbca0739d487e5bd35ab3ca4b36e11c4078f3a234bfce294b0a0291363404de
-    # via typer
-six==1.17.0 \
-    --hash=sha256:4721f391ed90541fddacab5acf947aa0d3dc7d27b2e1e8eda2be8970586c3274 \
-    --hash=sha256:ff70335d468e7eb6ec65b95b99d3a2836546063f63acc5171de367e834932a81
-    # via python-dateutil
-sortedcontainers==2.4.0 \
-    --hash=sha256:25caa5a06cc30b6b83d11423433f65d1f9d76c4c6a0c90e3379eaa43b9bfdb88 \
-    --hash=sha256:a163dcaede0f1c021485e957a39245190e74249897e2ae4b2aa38595db237ee0
-    # via policyengine-core
-stack-data==0.6.3 \
-    --hash=sha256:836a778de4fec4dcd1dcd89ed8abff8a221f58308462e1c4aa2a3cf30148f0b9 \
-    --hash=sha256:d5558e0c25a4cb0853cddad3d77da9891a08cb85dd9f9f91b9f8cd66e511e695
-    # via ipython
-standard-imghdr==3.13.0 \
-    --hash=sha256:30a1bff5465605bb496f842a6ac3cc1f2131bf3025b0da28d4877d6d4b7cc8e9 \
-    --hash=sha256:8d9c68058d882f6fc3542a8d39ef9ff94d2187dc90bd0c851e0902776b7b7a42
-    # via policyengine-core
-tables==3.11.1 \
-    --hash=sha256:1e78fe190fdeb4afe430b79651bae2a4f341904eb85aa8dbafe5f1caee1c7f67 \
-    --hash=sha256:3a9c35f87fcb6a48c79fbc4e3ab15ca8f6053c4ce13063d6ca2ec36cbb58f40f \
-    --hash=sha256:4cf3218b76ba78d156d6ee75c19fb757d50682f6c7b4905370441afbfc9d77f3 \
-    --hash=sha256:56bf6fb9132ead989b7e76695d7613d6d08f071a8019038d6565ba90c66b9f3e \
-    --hash=sha256:78abcf413091bc7c1e4e8c10fbbb438d1ac0b5a87436c5b972c3e8253871b6fb \
-    --hash=sha256:7fa6cb03f6fe55ae4f85e89ec5450e5c40cc4c52d8c3b60eb157a445c2219e89 \
-    --hash=sha256:a4bbd95036a4d0cc5c86c1f87fbb490b4c53cd70982f1c01b3ed6dcb3085cbb9 \
-    --hash=sha256:a6f7a3b82dbf0ae0f30de635ca88bb42dd87938b0950369d0ee4289c52ae6de2 \
-    --hash=sha256:e3cfe79484351f7216eb8f3767bfa1217bfd271b04428f79cfa7ef6d7491919d \
-    --hash=sha256:eb30684c42a77bbecdef2b9c763c4372b0ddc9cc5bd8b2a2055f2042eee67217 \
-    --hash=sha256:f0367d2e3df0f10ea63ccf4279f3fe58e32ec481767320301a483e2b3cd83efc
-    # via policyengine-uk
-tenacity==9.1.4 \
-    --hash=sha256:6095a360c919085f28c6527de529e76a06ad89b23659fa881ae0649b867a9d55 \
-    --hash=sha256:adb31d4c263f2bd041081ab33b498309a57c77f9acf2db65aadf0898179cf93a
-    # via plotly
-threadpoolctl==3.6.0 ; platform_machine != 'wasm32' \
-    --hash=sha256:43a0b8fd5a2928500110039e43a5eed8480b918967083ea48dc3ab9f13c4a7fb \
-    --hash=sha256:8ab8b4aa3491d812b623328249fab5302a68d2d71745c8a4c719a2fcaba9f44e
-    # via blosc2
-tqdm==4.67.3 \
-    --hash=sha256:7d825f03f89244ef73f1d4ce193cb1774a8179fd96f31d7e1dcde62092b960bb \
-    --hash=sha256:ee1e4c0e59148062281c49d80b25b67771a127c85fc9676d3be5f243206826bf
-    # via huggingface-hub
-traitlets==5.15.0 \
-    --hash=sha256:4fead733f81cf1c4c938e06f8ca4633896833c9d89eff878159457f4d4392971 \
-    --hash=sha256:fb36a18867a6803deab09f3c5e0fa81bb7b26a5c9e82501c9933f759166eff40
-    # via
-    #   ipython
-    #   matplotlib-inline
-typer==0.25.1 \
-    --hash=sha256:75caa44ed46a03fb2dab8808753ffacdbfea88495e74c85a28c5eefcf5f39c89 \
-    --hash=sha256:9616eb8853a09ffeabab1698952f33c6f29ffdbceb4eaeecf571880e8d7664cc
-    # via huggingface-hub
-typing-extensions==4.15.0 \
-    --hash=sha256:0cea48d173cc12fa28ecabc3b837ea3cf6f38c6d1136f85cbaaf598984861466 \
-    --hash=sha256:f0fa19c6845758ab08074a0cfa8b7aecb71c999ca73d62883bc25cc018c4e548
-    # via
-    #   huggingface-hub
-    #   pydantic
-    #   pydantic-core
-    #   typing-inspection
-typing-inspection==0.4.2 \
-    --hash=sha256:4ed1cacbdc298c220f1bd249ed5287caa16f34d44ef4e9c3d0cbad5b521545e7 \
-    --hash=sha256:ba561c48a67c5958007083d386c3295464928b01faa735ab8547c5692e87f464
-    # via pydantic
-tzdata==2026.2 ; sys_platform == 'emscripten' or sys_platform == 'win32' \
-    --hash=sha256:9173fde7d80d9018e02a662e168e5a2d04f87c41ea174b139fbef642eda62d10 \
-    --hash=sha256:bbe9af844f658da81a5f95019480da3a89415801f6cc966806612cc7169bffe7
-    # via pandas
-urllib3==2.7.0 \
-    --hash=sha256:231e0ec3b63ceb14667c67be60f2f2c40a518cb38b03af60abc813da26505f4c \
-    --hash=sha256:9fb4c81ebbb1ce9531cce37674bbc6f1360472bc18ca9a553ede278ef7276897
-    # via requests
-wcwidth==0.7.0 \
-    --hash=sha256:5d69154c429a82910e241c738cd0e2976fac8a2dd47a1a805f4afed1c0f136f2 \
-    --hash=sha256:90e3a7ea092341c44b99562e75d09e4d5160fe7a3974c6fb842a101a95e7eed0
-    # via prompt-toolkit
-wheel==0.47.0 \
-    --hash=sha256:212281cab4dff978f6cedd499cd893e1f620791ca6ff7107cf270781e587eced \
-    --hash=sha256:cc72bd1009ba0cf63922e28f94d9d83b920aa2bb28f798a31d0691b02fa3c9b3
-    # via policyengine-core
diff --git a/src/policyengine/data/install/uk/py314/pylock.toml b/src/policyengine/data/install/uk/py314/pylock.toml
deleted file mode 100644
index 82edd379..00000000
--- a/src/policyengine/data/install/uk/py314/pylock.toml
+++ /dev/null
@@ -1,1463 +0,0 @@
-# This file was autogenerated by uv via the following command:
-#    uv pip compile /var/folders/qf/7fglpnr94wsc5xgbqkp80xbw0000gn/T/tmp4ria5xcy/requirements.in --python-version 3.14 --resolution highest --exclude-newer 2026-05-09T10:39:06Z --universal --format pylock.toml --output-file bundles/4.4.2/install/uk/py314/pylock.toml
-lock-version = "1.0"
-created-by = "uv"
-requires-python = ">=3.14"
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-version = "2026.2"
-marker = "sys_platform == 'emscripten' or sys_platform == 'win32'"
-sdist = { url = "https://files.pythonhosted.org/packages/ba/19/1b9b0e29f30c6d35cb345486df41110984ea67ae69dddbc0e8a100999493/tzdata-2026.2.tar.gz", upload-time = 2026-04-24T15:22:08Z, size = 198254, hashes = { sha256 = "9173fde7d80d9018e02a662e168e5a2d04f87c41ea174b139fbef642eda62d10" } }
-wheels = [{ url = "https://files.pythonhosted.org/packages/ce/e4/dccd7f47c4b64213ac01ef921a1337ee6e30e8c6466046018326977efd95/tzdata-2026.2-py2.py3-none-any.whl", upload-time = 2026-04-24T15:22:05Z, size = 349321, hashes = { sha256 = "bbe9af844f658da81a5f95019480da3a89415801f6cc966806612cc7169bffe7" } }]
-
-[[packages]]
-name = "urllib3"
-version = "2.7.0"
-sdist = { url = "https://files.pythonhosted.org/packages/53/0c/06f8b233b8fd13b9e5ee11424ef85419ba0d8ba0b3138bf360be2ff56953/urllib3-2.7.0.tar.gz", upload-time = 2026-05-07T16:13:18Z, size = 433602, hashes = { sha256 = "231e0ec3b63ceb14667c67be60f2f2c40a518cb38b03af60abc813da26505f4c" } }
-wheels = [{ url = "https://files.pythonhosted.org/packages/7f/3e/5db95bcf282c52709639744ca2a8b149baccf648e39c8cc87553df9eae0c/urllib3-2.7.0-py3-none-any.whl", upload-time = 2026-05-07T16:13:17Z, size = 131087, hashes = { sha256 = "9fb4c81ebbb1ce9531cce37674bbc6f1360472bc18ca9a553ede278ef7276897" } }]
-
-[[packages]]
-name = "wcwidth"
-version = "0.7.0"
-sdist = { url = "https://files.pythonhosted.org/packages/2c/ee/afaf0f85a9a18fe47a67f1e4422ed6cf1fe642f0ae0a2f81166231303c52/wcwidth-0.7.0.tar.gz", upload-time = 2026-05-02T16:04:12Z, size = 182132, hashes = { sha256 = "90e3a7ea092341c44b99562e75d09e4d5160fe7a3974c6fb842a101a95e7eed0" } }
-wheels = [{ url = "https://files.pythonhosted.org/packages/41/52/e465037f5375f43533d1a80b6923955201596a99142ed524d77b571a1418/wcwidth-0.7.0-py3-none-any.whl", upload-time = 2026-05-02T16:04:11Z, size = 110825, hashes = { sha256 = "5d69154c429a82910e241c738cd0e2976fac8a2dd47a1a805f4afed1c0f136f2" } }]
-
-[[packages]]
-name = "wheel"
-version = "0.47.0"
-sdist = { url = "https://files.pythonhosted.org/packages/39/62/75f18a0f03b4219c456652c7780e4d749b929eb605c098ce3a5b6b6bc081/wheel-0.47.0.tar.gz", upload-time = 2026-04-22T15:51:27Z, size = 63854, hashes = { sha256 = "cc72bd1009ba0cf63922e28f94d9d83b920aa2bb28f798a31d0691b02fa3c9b3" } }
-wheels = [{ url = "https://files.pythonhosted.org/packages/87/1b/9e33c09813d65e248f7f773119148a612516a4bea93e9c6f545f78455b7c/wheel-0.47.0-py3-none-any.whl", upload-time = 2026-04-22T15:51:26Z, size = 32218, hashes = { sha256 = "212281cab4dff978f6cedd499cd893e1f620791ca6ff7107cf270781e587eced" } }]
diff --git a/src/policyengine/data/install/us/py313/constraints.txt b/src/policyengine/data/install/us/py313/constraints.txt
index d1ebb90b..94732811 100644
--- a/src/policyengine/data/install/us/py313/constraints.txt
+++ b/src/policyengine/data/install/us/py313/constraints.txt
@@ -1,5 +1,5 @@
 # This file was autogenerated by uv via the following command:
-#    uv pip compile /var/folders/qf/7fglpnr94wsc5xgbqkp80xbw0000gn/T/tmphn58toex/requirements.in --python-version 3.13 --resolution highest --exclude-newer 2026-05-09T10:39:06Z --universal --format requirements.txt --generate-hashes --output-file bundles/4.4.2/install/us/py313/constraints.txt
+#    uv pip compile /var/folders/9l/_wztzgbx7mgc7l1r0416cy7m0000gn/T/tmpmrfellmb/requirements.in --python-version 3.13 --python-platform x86_64-manylinux_2_28 --format requirements.txt --generate-hashes --output-file bundles/4.4.3/install/us/py313/constraints.txt
 annotated-doc==0.0.4 \
     --hash=sha256:571ac1dc6991c450b25a9c2d84a3705e2ae7a53467b5d111c24fa8baabbed320 \
     --hash=sha256:fbcda96e87e9c92ad167c2e53839e57503ecfda18804ea28102353485033faa4
@@ -201,14 +201,6 @@ click==8.3.3 \
     --hash=sha256:398329ad4837b2ff7cbe1dd166a4c0f8900c3ca3a218de04466f38f6497f18a2 \
     --hash=sha256:a2bf429bb3033c89fa4936ffb35d5cb471e3719e1f3c8a7c3fff0b8314305613
     # via typer
-colorama==0.4.6 ; sys_platform == 'win32' \
-    --hash=sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44 \
-    --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
-    # via
-    #   click
-    #   ipython
-    #   pytest
-    #   tqdm
 decorator==5.2.1 \
     --hash=sha256:65f266143752f734b0a7cc83c46f4618af75b8c5911b00ccb61d0ac9b6da0360 \
     --hash=sha256:d316bb415a2d9e2d2b3abcc4084c6502fc09240e292cd76a76afc106a1c8e04a
@@ -287,7 +279,7 @@ h5py==3.16.0 \
     --hash=sha256:ff24039e2573297787c3063df64b60aab0591980ac898329a08b0320e0cf2527 \
     --hash=sha256:ffbab2fedd6581f6aa31cf1639ca2cb86e02779de525667892ebf4cc9fd26434
     # via policyengine-core
-hf-xet==1.5.0 ; platform_machine == 'AMD64' or platform_machine == 'aarch64' or platform_machine == 'amd64' or platform_machine == 'arm64' or platform_machine == 'x86_64' \
+hf-xet==1.5.0 \
     --hash=sha256:1e60df5a42e9bed8628b6416af2cba4cba57ae9f02de226a06b020d98e1aab18 \
     --hash=sha256:2806c7c17b4d23f8d88f7c4814f838c3b6150773fe339c20af23e1cfaf2797e4 \
     --hash=sha256:2baea1b0b989e5c152fe81425f7745ddc8901280ba3d97c98d8cdece7b706c60 \
@@ -326,9 +318,9 @@ huggingface-hub==1.14.0 \
     --hash=sha256:d6d2c9cd6be1d02ae9ec6672d5587d10a427f377db688e82528f426a041622c2 \
     --hash=sha256:efe075535c62e130b30e836b138e13785f6f043d1f0539e0a39aa411a99e90b8
     # via policyengine-core
-idna==3.13 \
-    --hash=sha256:585ea8fe5d69b9181ec1afba340451fba6ba764af97026f92a91d4eef164a242 \
-    --hash=sha256:892ea0cde124a99ce773decba204c5552b69c3c67ffd5f232eb7696135bc8bb3
+idna==3.14 \
+    --hash=sha256:466d810d7a2cc1022bea9b037c39728d51ae7dad40d480fc9b7d7ecf98ba8ee3 \
+    --hash=sha256:e677eaf072e290f7b725f9acf0b3a2bd55f9fd6f7c70abe5f0e34823d0accf69
     # via
     #   anyio
     #   httpx
@@ -853,55 +845,55 @@ packaging==26.2 \
     #   pytest
     #   tables
     #   wheel
-pandas==3.0.2 \
-    --hash=sha256:01f31a546acd5574ef77fe199bc90b55527c225c20ccda6601cf6b0fd5ed597c \
-    --hash=sha256:0555c5882688a39317179ab4a0ed41d3ebc8812ab14c69364bbee8fb7a3f6288 \
-    --hash=sha256:07a10f5c36512eead51bc578eb3354ad17578b22c013d89a796ab5eee90cd991 \
-    --hash=sha256:08504503f7101300107ecdc8df73658e4347586db5cfdadabc1592e9d7e7a0fd \
-    --hash=sha256:0f48afd9bb13300ffb5a3316973324c787054ba6665cda0da3fbd67f451995db \
-    --hash=sha256:140f0cffb1fa2524e874dde5b477d9defe10780d8e9e220d259b2c0874c89d9d \
-    --hash=sha256:232a70ebb568c0c4d2db4584f338c1577d81e3af63292208d615907b698a0f18 \
-    --hash=sha256:32cc41f310ebd4a296d93515fcac312216adfedb1894e879303987b8f1e2b97d \
-    --hash=sha256:339dda302bd8369dedeae979cb750e484d549b563c3f54f3922cb8ff4978c5eb \
-    --hash=sha256:4544c7a54920de8eeacaa1466a6b7268ecfbc9bc64ab4dbb89c6bbe94d5e0660 \
-    --hash=sha256:4d888a5c678a419a5bb41a2a93818e8ed9fd3172246555c0b37b7cc27027effd \
-    --hash=sha256:5371b72c2d4d415d08765f32d689217a43227484e81b2305b52076e328f6f482 \
-    --hash=sha256:57a07209bebcbcf768d2d13c9b78b852f9a15978dac41b9e6421a81ad4cdd276 \
-    --hash=sha256:5880314e69e763d4c8b27937090de570f1fb8d027059a7ada3f7f8e98bdcb677 \
-    --hash=sha256:5d3cfe227c725b1f3dff4278b43d8c784656a42a9325b63af6b1492a8232209e \
-    --hash=sha256:5fdbfa05931071aba28b408e59226186b01eb5e92bea2ab78b65863ca3228d84 \
-    --hash=sha256:60a80bb4feacbef5e1447a3f82c33209c8b7e07f28d805cfd1fb951e5cb443aa \
-    --hash=sha256:61c2fd96d72b983a9891b2598f286befd4ad262161a609c92dc1652544b46b76 \
-    --hash=sha256:63d141b56ef686f7f0d714cfb8de4e320475b86bf4b620aa0b7da89af8cbdbbb \
-    --hash=sha256:6c4d8458b97a35717b62469a4ea0e85abd5ed8687277f5ccfc67f8a5126f8c53 \
-    --hash=sha256:710246ba0616e86891b58ab95f2495143bb2bc83ab6b06747c74216f583a6ac9 \
-    --hash=sha256:734be7551687c00fbd760dc0522ed974f82ad230d4a10f54bf51b80d44a08702 \
-    --hash=sha256:7cadd7e9a44ec13b621aec60f9150e744cfc7a3dd32924a7e2f45edff31823b0 \
-    --hash=sha256:81526c4afd31971f8b62671442a4b2b51e0aa9acc3819c9f0f12a28b6fcf85f1 \
-    --hash=sha256:970762605cff1ca0d3f71ed4f3a769ea8f85fc8e6348f6e110b8fea7e6eb5a14 \
-    --hash=sha256:a3096110bf9eac0070b7208465f2740e2d8a670d5cb6530b5bb884eca495fd39 \
-    --hash=sha256:a4785e1d6547d8427c5208b748ae2efb64659a21bd82bf440d4262d02bfa02a4 \
-    --hash=sha256:a727a73cbdba2f7458dc82449e2315899d5140b449015d822f515749a46cbbe0 \
-    --hash=sha256:ae37e833ff4fed0ba352f6bdd8b73ba3ab3256a85e54edfd1ab51ae40cca0af8 \
-    --hash=sha256:aff4e6f4d722e0652707d7bcb190c445fe58428500c6d16005b02401764b1b3d \
-    --hash=sha256:b35d14bb5d8285d9494fe93815a9e9307c0876e10f1e8e89ac5b88f728ec8dcf \
-    --hash=sha256:b444dc64c079e84df91baa8bf613d58405645461cabca929d9178f2cd392398d \
-    --hash=sha256:b5329e26898896f06035241a626d7c335daa479b9bbc82be7c2742d048e41172 \
-    --hash=sha256:b5918ba197c951dec132b0c5929a00c0bf05d5942f590d3c10a807f6e15a57d3 \
-    --hash=sha256:b75c347eff42497452116ce05ef461822d97ce5b9ff8df6edacb8076092c855d \
-    --hash=sha256:c3b723df9087a9a9a840e263ebd9f88b64a12075d1bf2ea401a5a42f254f084d \
-    --hash=sha256:c934008c733b8bbea273ea308b73b3156f0181e5b72960790b09c18a2794fe1e \
-    --hash=sha256:d1478075142e83a5571782ad007fb201ed074bdeac7ebcc8890c71442e96adf7 \
-    --hash=sha256:d606a041c89c0a474a4702d532ab7e73a14fe35c8d427b972a625c8e46373668 \
-    --hash=sha256:db0dbfd2a6cdf3770aa60464d50333d8f3d9165b2f2671bcc299b72de5a6677b \
-    --hash=sha256:dbbd4aa20ca51e63b53bbde6a0fa4254b1aaabb74d2f542df7a7959feb1d760c \
-    --hash=sha256:dbc20dea3b9e27d0e66d74c42b2d0c1bed9c2ffe92adea33633e3bedeb5ac235 \
-    --hash=sha256:deeca1b5a931fdf0c2212c8a659ade6d3b1edc21f0914ce71ef24456ca7a6535 \
-    --hash=sha256:ed72cb3f45190874eb579c64fa92d9df74e98fd63e2be7f62bce5ace0ade61df \
-    --hash=sha256:ef8b27695c3d3dc78403c9a7d5e59a62d5464a7e1123b4e0042763f7104dc74f \
-    --hash=sha256:f12b1a9e332c01e09510586f8ca9b108fd631fd656af82e452d7315ef6df5f9f \
-    --hash=sha256:f4753e73e34c8d83221ba58f232433fca2748be8b18dbca02d242ed153945043 \
-    --hash=sha256:f8d68083e49e16b84734eb1a4dcae4259a75c90fb6e2251ab9a00b61120c06ab
+pandas==3.0.3 \
+    --hash=sha256:0383c72c75cdcca61a9e116e611143902dbfd08bff356829c2f6d1cf40a9ca8c \
+    --hash=sha256:05f1f1752b8533ea03f7f39a9c15b1a058d067bb48f4748948e7a8691e0510f2 \
+    --hash=sha256:08d789b41f87e0905880e293cedf6197ce71fe67cc081358b1e148a491b9bd13 \
+    --hash=sha256:0d589105b3c14645af1738ff279b2995102d8f7a03b0a66dc8d95550eb513e04 \
+    --hash=sha256:13fc1e853d9e04743d11ba75a985ccbc2a317fe07d8af61e445a6fd24dacd6a6 \
+    --hash=sha256:14da8316da4d0c5a77618425996bfb1248ca87fc2c1486e6fde4652bd18b5824 \
+    --hash=sha256:1928e07221f82db493cd4af1e23c1bfca524a19a4699887975bff68f49a72bfb \
+    --hash=sha256:261e308dfb22448384b7580cf719d2f998fe2966c92893c3e77d14008af1f066 \
+    --hash=sha256:275c14e0fce14a2ec20eee474aecd305478ea3c1e6f6a9d8fe219a165542717e \
+    --hash=sha256:335f62418ed562cfc3c49e9e196375c28b729dcef8543abf4f9438e381bf3c76 \
+    --hash=sha256:3650109c0f22879df8bd6179ab9ee3d7f1d1d4e7e0094a3f0032d9f51e2e64ac \
+    --hash=sha256:39436b377d56d2a2e52d0395bdbee171f01068e99af5250509aceeb929f765c7 \
+    --hash=sha256:3c20a521bbb85902f79f7270c80a59e1b5452d96d170c034f207181870f97ac5 \
+    --hash=sha256:3e91cec1879ada0624fc3dc9953c5cbd60208e59c0db28f540c5d6d47502422f \
+    --hash=sha256:455f6f8139d4282188f526868dbc3c828470e88a3d9d59a891bd46a455f21b98 \
+    --hash=sha256:46997386d528eb40376ecd6b033cf4a8a1e5282580f68f43de875b78cba2199d \
+    --hash=sha256:4db8c527972a821cf5286b40ccc57642a39bc62e62022b42f99f8a67fca8c3a1 \
+    --hash=sha256:4e15135e2ee5df1063313e2425ceef8ac0f4ae775893815b0923651b806a5639 \
+    --hash=sha256:51b1fe551acb77dac643c6fda86084d8d446c10fe64b06a9cc29c4cc8540e7f2 \
+    --hash=sha256:557409bc4178e70ee8d9ddb494798e51ebf6ea59330f6be22c51bab2a7db6c49 \
+    --hash=sha256:5cc09a68b3120e0f54870dede8287a7bb1fa463907e4fcec1ea77cab6179bf7a \
+    --hash=sha256:60ae316d3fd75d1858d450d0db0103ea2be3e7d4a95ec2f064f7e2ae63f7b028 \
+    --hash=sha256:6674ab18ad8c57802867264b00e15e7bb904700cdd9046e3b2fa1fce237439ea \
+    --hash=sha256:67b3b64c11910cfa29f4e94a14d3bff9ee693b6fc76055e7cad549cee0aec5fa \
+    --hash=sha256:696a4a00a2a2a35d4e5deb3fc946641b96c944f02230e4f76137fe35d806c4fc \
+    --hash=sha256:6dc0b3fd2169c9157deed50b4d519553a3655c8c6a96027136d654592be973a9 \
+    --hash=sha256:7e65d5407dc0b394f509699650e4a2ec01c0514f21850f453fa60f3be79a5dbf \
+    --hash=sha256:819959dab7bbd0049c15623fbac4e29a191b9528160a61fb1032242d8ced2d9c \
+    --hash=sha256:8a1e45c80cceb3b4a21bc5939d52e8cbd8d9b7305309219d59e9754d9ce09e27 \
+    --hash=sha256:9c39be2d709d01fa972a0cabc522389fceca4f3969332ba25a7d6c5802cf976a \
+    --hash=sha256:9d71c63ae4ebdbf70209742096f1fc46a83a0613c99d4b23766cced9ff8cd62a \
+    --hash=sha256:a2d2dff8a04f3917b55ab3910c32990f8ddf7eceba114947838cefa976a68977 \
+    --hash=sha256:a4eeb6830daf35a71cc09649bd823e2b542dac246cdee9614c6e4bd65028cd6a \
+    --hash=sha256:a55066a0505dae0ba2b50a46637db34b46f9094c65c5d4800794ef6335010938 \
+    --hash=sha256:a82d532a3351d435432cd913edbccaf8b8e01d4dd0e5ced5a8d2e8ecd94c7e44 \
+    --hash=sha256:b168fc218fd80a6cbdbdbc1a97ddc7889ed057d7eb45f50d866ceab5f39904c4 \
+    --hash=sha256:b2c95f8bfc1ee412bf482605d7bfd30c12d1d26bd59fdd91efeef1d4718decb1 \
+    --hash=sha256:ba7e08b9ac1d54569cd1e256e3668975ed624d6826f7b68df0342b012007bddb \
+    --hash=sha256:bab900348131a7db1f69a7309ef141fd5680f1487094193bcbbb61791573bf8f \
+    --hash=sha256:bd3a518890b400d32f9023722dc9a9a5c969f00b415419a3c06c043f09bb5d7d \
+    --hash=sha256:c7be265b62cef88e253a941e4698604973736dcfe242fdb5198f0f7bc473cdcc \
+    --hash=sha256:d26cbe1fcfc12e8fd900e2454163e466b2d3af84f7c75481df7683ffc073d870 \
+    --hash=sha256:d4be06d68f9ddcfc645b87534911da79a8fbffc7573c80e0edcf42a5020624d8 \
+    --hash=sha256:d72828c20c6d6e83e1e22a6a3b47b326b71664112fa9705dcbccfd7a39b62085 \
+    --hash=sha256:dd1a5d1def6a46002e964510bdc67c368aa0951df5d1d9f8365336f5a1f490cd \
+    --hash=sha256:e3a2ec42c98ffa2565a67e08e218d06d72576d758d90facb7c00805194d8f360 \
+    --hash=sha256:f8894dc474d648fe7b6ff0ca9b0bd73950d19952bc1a6534540762c5d79d305c \
+    --hash=sha256:fed2ff7fd9779120e388e285fc029bd5cf9490cdd2e4166a9ee22c0e49a9ab09
     # via
     #   microdf-python
     #   policyengine
@@ -912,7 +904,7 @@ parso==0.8.7 \
     --hash=sha256:a8926eb2a1b915486941fdbd31e86a4baf88fe8c210f25f2f35ecec5b574ca1c \
     --hash=sha256:eaaac4c9fdd5e9e8852dc778d2d7405897ec510f2a298071453e5e3a07914bb1
     # via jedi
-pexpect==4.9.0 ; sys_platform != 'emscripten' and sys_platform != 'win32' \
+pexpect==4.9.0 \
     --hash=sha256:7236d1e080e4936be2dc3e326cec0af72acf9212a7e1d060210e70a47e253523 \
     --hash=sha256:ee7d41123f3c9911050ea2c2dac107568dc43b2d3b0c7557a33212c398ead30f
     # via ipython
@@ -924,20 +916,20 @@ pluggy==1.6.0 \
     --hash=sha256:7dcc130b76258d33b90f61b658791dede3486c3e6bfb003ee5c9bfb396dd22f3 \
     --hash=sha256:e920276dd6813095e9377c0bc5566d94c932c33b27a3e3945d8389c374dd4746
     # via pytest
-policyengine==4.4.2 \
-    --hash=sha256:403303224e94665521f7d648a54918df8f28c56b97a83d29799d66cfd92bb7a2 \
-    --hash=sha256:8f3273f1908352b24b0958527899d2444ade515b7e5cf94c1fb7b798604099c2
-    # via -r /var/folders/qf/7fglpnr94wsc5xgbqkp80xbw0000gn/T/tmphn58toex/requirements.in
+policyengine==4.4.3 \
+    --hash=sha256:555f1461b11ba5d934d5e432e806fcf6d31d2e41a742cd010e9c3c46acd0652e \
+    --hash=sha256:a12e8ed43a4b0f205d853853ccc678b2b8857381b8111336e711e35d8e6b1336
+    # via -r /var/folders/9l/_wztzgbx7mgc7l1r0416cy7m0000gn/T/tmpmrfellmb/requirements.in
 policyengine-core==3.26.1 \
     --hash=sha256:185374b3c1fe13dc951637c49a9853211ca61a8a9971eb9cc4c4b07b1477240a \
     --hash=sha256:dc4e3007bcd137cbe608042d067cedb889a9b8671db3d08c8e237f1ac3e324b4
     # via
-    #   -r /var/folders/qf/7fglpnr94wsc5xgbqkp80xbw0000gn/T/tmphn58toex/requirements.in
+    #   -r /var/folders/9l/_wztzgbx7mgc7l1r0416cy7m0000gn/T/tmpmrfellmb/requirements.in
     #   policyengine-us
-policyengine-us==1.687.0 \
-    --hash=sha256:cac7da3aa9ba4bf57009eee75d798217bbef7e1c5ca17646d472fad715ab634f \
-    --hash=sha256:eb73607fcc54d72429af3830456f83b9ec9dd84161b6cfa86402637dfeb19fa7
-    # via -r /var/folders/qf/7fglpnr94wsc5xgbqkp80xbw0000gn/T/tmphn58toex/requirements.in
+policyengine-us==1.690.7 \
+    --hash=sha256:3dbb1f54824902fcd6ae64d5879f36ce6b2372a42321c838c20c430fd1507a2e \
+    --hash=sha256:5a7a541efabac98fa069d6845902cf5924c81db67383234b55dcd2b8bfcfc3ca
+    # via -r /var/folders/9l/_wztzgbx7mgc7l1r0416cy7m0000gn/T/tmpmrfellmb/requirements.in
 prompt-toolkit==3.0.52 \
     --hash=sha256:28cde192929c8e7321de85de1ddbe736f1375148b02f2e17edd840042b1be855 \
     --hash=sha256:9aac639a3bbd33284347de5ad8d68ecc044b91a762dc39b7c21095fcd6a19955
@@ -963,7 +955,7 @@ psutil==6.1.1 \
     # via
     #   policyengine
     #   policyengine-core
-ptyprocess==0.7.0 ; sys_platform != 'emscripten' and sys_platform != 'win32' \
+ptyprocess==0.7.0 \
     --hash=sha256:4b41f3967fce3af57cc7e94b888626c18bf37a083e3651ca8feeb66d492fef35 \
     --hash=sha256:5c5d0a3b48ceee0b48485e0c26037c0acd7d29765ca3fbb5cb3831d347423220
     # via pexpect
@@ -1202,9 +1194,9 @@ referencing==0.37.0 \
     # via
     #   jsonschema
     #   jsonschema-specifications
-requests==2.33.1 \
-    --hash=sha256:18817f8c57c6263968bc123d237e3b8b08ac046f5456bd1e307ee8f4250d3517 \
-    --hash=sha256:4e6d1ef462f3626a1f0a0a9c42dd93c63bad33f9f1c1937509b8c5c8718ab56a
+requests==2.34.0 \
+    --hash=sha256:7d62fe92f50eb82c529b0916bb445afa1531a566fc8f35ffdc64446e771b856a \
+    --hash=sha256:917520a21b767485ce7c588f4ebb917c436b24a31231b44228715eaeb5a52c60
     # via
     #   blosc2
     #   census
@@ -1375,7 +1367,7 @@ tenacity==9.1.4 \
     --hash=sha256:6095a360c919085f28c6527de529e76a06ad89b23659fa881ae0649b867a9d55 \
     --hash=sha256:adb31d4c263f2bd041081ab33b498309a57c77f9acf2db65aadf0898179cf93a
     # via plotly
-threadpoolctl==3.6.0 ; platform_machine != 'wasm32' \
+threadpoolctl==3.6.0 \
     --hash=sha256:43a0b8fd5a2928500110039e43a5eed8480b918967083ea48dc3ab9f13c4a7fb \
     --hash=sha256:8ab8b4aa3491d812b623328249fab5302a68d2d71745c8a4c719a2fcaba9f44e
     # via blosc2
@@ -1407,10 +1399,6 @@ typing-inspection==0.4.2 \
     --hash=sha256:4ed1cacbdc298c220f1bd249ed5287caa16f34d44ef4e9c3d0cbad5b521545e7 \
     --hash=sha256:ba561c48a67c5958007083d386c3295464928b01faa735ab8547c5692e87f464
     # via pydantic
-tzdata==2026.2 ; sys_platform == 'emscripten' or sys_platform == 'win32' \
-    --hash=sha256:9173fde7d80d9018e02a662e168e5a2d04f87c41ea174b139fbef642eda62d10 \
-    --hash=sha256:bbe9af844f658da81a5f95019480da3a89415801f6cc966806612cc7169bffe7
-    # via pandas
 urllib3==2.7.0 \
     --hash=sha256:231e0ec3b63ceb14667c67be60f2f2c40a518cb38b03af60abc813da26505f4c \
     --hash=sha256:9fb4c81ebbb1ce9531cce37674bbc6f1360472bc18ca9a553ede278ef7276897
diff --git a/src/policyengine/data/install/us/py313/pylock.toml b/src/policyengine/data/install/us/py313/pylock.toml
index 4345a49e..9456721a 100644
--- a/src/policyengine/data/install/us/py313/pylock.toml
+++ b/src/policyengine/data/install/us/py313/pylock.toml
@@ -1,5 +1,5 @@
 # This file was autogenerated by uv via the following command:
-#    uv pip compile /var/folders/qf/7fglpnr94wsc5xgbqkp80xbw0000gn/T/tmphn58toex/requirements.in --python-version 3.13 --resolution highest --exclude-newer 2026-05-09T10:39:06Z --universal --format pylock.toml --output-file bundles/4.4.2/install/us/py313/pylock.toml
+#    uv pip compile /var/folders/9l/_wztzgbx7mgc7l1r0416cy7m0000gn/T/tmpmrfellmb/requirements.in --python-version 3.13 --python-platform x86_64-manylinux_2_28 --format pylock.toml --output-file bundles/4.4.3/install/us/py313/pylock.toml
 lock-version = "1.0"
 created-by = "uv"
 requires-python = ">=3.13"
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 [[packages]]
 name = "census"
@@ -88,133 +57,7 @@ name = "charset-normalizer"
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-    { url = "https://files.pythonhosted.org/packages/59/3c/f4a694aa744d2b14d536e172c28dd70c84445f4787083a82d6d44a39e39f/tables-3.11.1-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", upload-time = 2026-03-01T11:43:22Z, size = 7014135, hashes = { sha256 = "3a9c35f87fcb6a48c79fbc4e3ab15ca8f6053c4ce13063d6ca2ec36cbb58f40f" } },
-    { url = "https://files.pythonhosted.org/packages/45/82/94d4320d6c0fe5bd55230eec90cd142d58cda37b7cce00a318ac2a6abd93/tables-3.11.1-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", upload-time = 2026-03-01T11:43:27Z, size = 7349293, hashes = { sha256 = "4cf3218b76ba78d156d6ee75c19fb757d50682f6c7b4905370441afbfc9d77f3" } },
-    { url = "https://files.pythonhosted.org/packages/f7/02/a0f61a602ce2f2be8cc2e6146cc51acdaa8a1bb9b823b3863e70d3e0505d/tables-3.11.1-cp314-cp314t-win_amd64.whl", upload-time = 2026-03-01T11:43:31Z, size = 6854713, hashes = { sha256 = "a6f7a3b82dbf0ae0f30de635ca88bb42dd87938b0950369d0ee4289c52ae6de2" } },
-]
+wheels = [{ url = "https://files.pythonhosted.org/packages/99/29/c2dc674ea70fa9a4819417289a9c0d3e4780835beeed573eb66964cfb763/tables-3.11.1-cp311-abi3-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", upload-time = 2026-03-01T11:43:03Z, size = 7241357, hashes = { sha256 = "1e78fe190fdeb4afe430b79651bae2a4f341904eb85aa8dbafe5f1caee1c7f67" } }]
 
 [[packages]]
 name = "tenacity"
@@ -1547,13 +496,6 @@ version = "0.4.2"
 sdist = { url = "https://files.pythonhosted.org/packages/55/e3/70399cb7dd41c10ac53367ae42139cf4b1ca5f36bb3dc6c9d33acdb43655/typing_inspection-0.4.2.tar.gz", upload-time = 2025-10-01T02:14:41Z, size = 75949, hashes = { sha256 = "ba561c48a67c5958007083d386c3295464928b01faa735ab8547c5692e87f464" } }
 wheels = [{ url = "https://files.pythonhosted.org/packages/dc/9b/47798a6c91d8bdb567fe2698fe81e0c6b7cb7ef4d13da4114b41d239f65d/typing_inspection-0.4.2-py3-none-any.whl", upload-time = 2025-10-01T02:14:40Z, size = 14611, hashes = { sha256 = "4ed1cacbdc298c220f1bd249ed5287caa16f34d44ef4e9c3d0cbad5b521545e7" } }]
 
-[[packages]]
-name = "tzdata"
-version = "2026.2"
-marker = "sys_platform == 'emscripten' or sys_platform == 'win32'"
-sdist = { url = "https://files.pythonhosted.org/packages/ba/19/1b9b0e29f30c6d35cb345486df41110984ea67ae69dddbc0e8a100999493/tzdata-2026.2.tar.gz", upload-time = 2026-04-24T15:22:08Z, size = 198254, hashes = { sha256 = "9173fde7d80d9018e02a662e168e5a2d04f87c41ea174b139fbef642eda62d10" } }
-wheels = [{ url = "https://files.pythonhosted.org/packages/ce/e4/dccd7f47c4b64213ac01ef921a1337ee6e30e8c6466046018326977efd95/tzdata-2026.2-py2.py3-none-any.whl", upload-time = 2026-04-24T15:22:05Z, size = 349321, hashes = { sha256 = "bbe9af844f658da81a5f95019480da3a89415801f6cc966806612cc7169bffe7" } }]
-
 [[packages]]
 name = "urllib3"
 version = "2.7.0"
diff --git a/src/policyengine/data/install/us/py314/constraints.txt b/src/policyengine/data/install/us/py314/constraints.txt
deleted file mode 100644
index 4b1cd81a..00000000
--- a/src/policyengine/data/install/us/py314/constraints.txt
+++ /dev/null
@@ -1,1429 +0,0 @@
-# This file was autogenerated by uv via the following command:
-#    uv pip compile /var/folders/qf/7fglpnr94wsc5xgbqkp80xbw0000gn/T/tmpmafme_10/requirements.in --python-version 3.14 --resolution highest --exclude-newer 2026-05-09T10:39:06Z --universal --format requirements.txt --generate-hashes --output-file bundles/4.4.2/install/us/py314/constraints.txt
-annotated-doc==0.0.4 \
-    --hash=sha256:571ac1dc6991c450b25a9c2d84a3705e2ae7a53467b5d111c24fa8baabbed320 \
-    --hash=sha256:fbcda96e87e9c92ad167c2e53839e57503ecfda18804ea28102353485033faa4
-    # via typer
-annotated-types==0.7.0 \
-    --hash=sha256:1f02e8b43a8fbbc3f3e0d4f0f4bfc8131bcb4eebe8849b8e5c773f3a1c582a53 \
-    --hash=sha256:aff07c09a53a08bc8cfccb9c85b05f1aa9a2a6f23728d790723543408344ce89
-    # via pydantic
-anyio==4.13.0 \
-    --hash=sha256:08b310f9e24a9594186fd75b4f73f4a4152069e3853f1ed8bfbf58369f4ad708 \
-    --hash=sha256:334b70e641fd2221c1505b3890c69882fe4a2df910cba14d97019b90b24439dc
-    # via httpx
-asttokens==3.0.1 \
-    --hash=sha256:15a3ebc0f43c2d0a50eeafea25e19046c68398e487b9f1f5b517f7c0f40f976a \
-    --hash=sha256:71a4ee5de0bde6a31d64f6b13f2293ac190344478f081c3d1bccfcf5eacb0cb7
-    # via stack-data
-attrs==26.1.0 \
-    --hash=sha256:c647aa4a12dfbad9333ca4e71fe62ddc36f4e63b2d260a37a8b83d2f043ac309 \
-    --hash=sha256:d03ceb89cb322a8fd706d4fb91940737b6642aa36998fe130a9bc96c985eff32
-    # via
-    #   jsonschema
-    #   referencing
-blosc2==4.2.0 \
-    --hash=sha256:0f6444e125142876f8ce02f1ec8a13499f436a01e7ffdffd080d7156fd5fa079 \
-    --hash=sha256:1a77412d3229a7ec4ce8e353604e563400cc57346d6e8ba578453a6134bf2190 \
-    --hash=sha256:1e2f0767c68c4e5dea1543c7c138421264db494a6bbeb6ab81f101bcb6382ff4 \
-    --hash=sha256:2423b70dc17b048382f8a9a17085842a7c3c2f9bb14d3be2f8a7cbb378ef4ad9 \
-    --hash=sha256:291f689635c9ebc30a6b13fdc0f2069ab7a245fa27dabe8fa14b6d35c3f096cf \
-    --hash=sha256:3b72e9bbce0459ec695e25bb1fba8fa05ba9af4fed71c220d20376df99cf32fa \
-    --hash=sha256:44a2070a6efa990986a26a4f9a2d8a2fa9ee9ec705617d38750bcb019c53d632 \
-    --hash=sha256:4f7b006333891d3594660abb7820be0497c0baab3538742562caa78e03e5312c \
-    --hash=sha256:59f4de7f9e8a587e5c6e6ae54ba74f4d78a47a1cc3f097d03105274b36720da6 \
-    --hash=sha256:5b16df388e1884e458955de64db6ce6db438154fb3fe9089180ef9863ceb79bf \
-    --hash=sha256:6ff429d2364f423229e82037adb1efe91a5f3dc767f0817cbc635adf84b83e20 \
-    --hash=sha256:7888ac409a479da50d7e02eeb1bcbf1e45213af362eff1b938d584cf66c2f39b \
-    --hash=sha256:87c3a108c8ce311eb00a7c3d32d4d0ab023599a2d23fc07c998debe2dad00f8e \
-    --hash=sha256:89227492844ec7b487e7182314ac75997d5f864be2025cf6879f355fdb669532 \
-    --hash=sha256:8ff3c6b2cf7d3e6a3481f7e1a6eef283af3e2b65f53401b1ebc63eea14b0b758 \
-    --hash=sha256:976abf343866c97de637adb452153dfbe63c2b69a2a4999dc494ebc22585a567 \
-    --hash=sha256:9c5c0ae30c831a90a9d1973cecbeab99a7de2df4f172ac8020d2d60d1c2c5ae2 \
-    --hash=sha256:9cadf2708888e586027178be9e17215ae6f20fb5829596e9771751aa453e7a0e \
-    --hash=sha256:9eb69182c51cda1b402aaf78ce908759f7a277420ce3fad9981ff560544e50b3 \
-    --hash=sha256:a07e0d16aab433e10d173b553fabb7b8cf64e5dd826eaae548d2e9a9ac5f2f69 \
-    --hash=sha256:a269a8b265caed0093f3ee99eff8c8691da407764f5ee5b1bd0c12044fcb6c51 \
-    --hash=sha256:ad857c3dddaf5486a49b59f4f351079bfc8f50786d033638bf722e4fa7595249 \
-    --hash=sha256:afc041c5de1d66fb731c45bd5bcf84356da3f17b4acdec5a8448236c6d48f845 \
-    --hash=sha256:b8d907efa30a2ca4895dd37fa0b527ee88be17df1981f98194f867d97ff07429 \
-    --hash=sha256:bb67066f1a64d7929f271836994e5fb0383ae8b8f03d673650a94dafd7eaa349 \
-    --hash=sha256:bb82cc1d528bac82c0b5c2009377f5be6528405d2737fd151ffce4dc6fe0a96b \
-    --hash=sha256:bbefc417322a59443d844b4d03e66b228694ec6bfd1de8bbd832c4aa0eaebe64 \
-    --hash=sha256:d28efb0b13c1f22db4a799d22ab02b0024fd4ecd1cc47dbe756d88e08079867a \
-    --hash=sha256:e997adbf086a4b98f732504952193afa817c41a7c70d26bce71fdd397542c664 \
-    --hash=sha256:f48ea67ccd751999e9bb3c4e10853d422167b9619af701b1fdb08cc27584db96 \
-    --hash=sha256:fa448c419a8227321cab735aece33fca1afac1447cd140a3db81a6b2bed560fa
-    # via tables
-census==0.8.26 \
-    --hash=sha256:c341bbce4bcdd75c0ddecf75f28ab7eda26a47d7fecc95c4690a2d8ee5b6a727 \
-    --hash=sha256:c7f9944e38952b4ecc137d14d083018a1c2734f64d2fbc4a8946f35fd51888c2
-    # via spm-calculator
-certifi==2026.4.22 \
-    --hash=sha256:3cb2210c8f88ba2318d29b0388d1023c8492ff72ecdde4ebdaddbb13a31b1c4a \
-    --hash=sha256:8d455352a37b71bf76a79caa83a3d6c25afee4a385d632127b6afb3963f1c580
-    # via
-    #   httpcore
-    #   httpx
-    #   requests
-charset-normalizer==3.4.7 \
-    --hash=sha256:007d05ec7321d12a40227aae9e2bc6dca73f3cb21058999a1df9e193555a9dcc \
-    --hash=sha256:03853ed82eeebbce3c2abfdbc98c96dc205f32a79627688ac9a27370ea61a49c \
-    --hash=sha256:07d9e39b01743c3717745f4c530a6349eadbfa043c7577eef86c502c15df2c67 \
-    --hash=sha256:08e721811161356f97b4059a9ba7bafb23ea5ee2255402c42881c214e173c6b4 \
-    --hash=sha256:0c96c3b819b5c3e9e165495db84d41914d6894d55181d2d108cc1a69bfc9cce0 \
-    --hash=sha256:0ea948db76d31190bf08bd371623927ee1339d5f2a0b4b1b4a4439a65298703c \
-    --hash=sha256:0f7eb884681e3938906ed0434f20c63046eacd0111c4ba96f27b76084cd679f5 \
-    --hash=sha256:12a6fff75f6bc66711b73a2f0addfc4c8c15a20e805146a02d147a318962c444 \
-    --hash=sha256:12d8baf840cc7889b37c7c770f478adea7adce3dcb3944d02ec87508e2dcf153 \
-    --hash=sha256:14265bfe1f09498b9d8ec91e9ec9fa52775edf90fcbde092b25f4a33d444fea9 \
-    --hash=sha256:16d971e29578a5e97d7117866d15889a4a07befe0e87e703ed63cd90cb348c01 \
-    --hash=sha256:177a0ba5f0211d488e295aaf82707237e331c24788d8d76c96c5a41594723217 \
-    --hash=sha256:1a87ca9d5df6fe460483d9a5bbf2b18f620cbed41b432e2bddb686228282d10b \
-    --hash=sha256:1c2a768fdd44ee4a9339a9b0b130049139b8ce3c01d2ce09f67f5a68048d477c \
-    --hash=sha256:1c2aed2e5e41f24ea8ef1590b8e848a79b56f3a5564a65ceec43c9d692dc7d8a \
-    --hash=sha256:1dc8b0ea451d6e69735094606991f32867807881400f808a106ee1d963c46a83 \
-    --hash=sha256:1efde3cae86c8c273f1eb3b287be7d8499420cf2fe7585c41d370d3e790054a5 \
-    --hash=sha256:202389074300232baeb53ae2569a60901f7efadd4245cf3a3bf0617d60b439d7 \
-    --hash=sha256:203104ed3e428044fd943bc4bf45fa73c0730391f9621e37fe39ecf477b128cb \
-    --hash=sha256:2257141f39fe65a3fdf38aeccae4b953e5f3b3324f4ff0daf9f15b8518666a2c \
-    --hash=sha256:298930cec56029e05497a76988377cbd7457ba864beeea92ad7e844fe74cd1f1 \
-    --hash=sha256:2cd4a60d0e2fb04537162c62bbbb4182f53541fe0ede35cdf270a1c1e723cc42 \
-    --hash=sha256:2d6eb928e13016cea4f1f21d1e10c1cebd5a421bc57ddf5b1142ae3f86824fab \
-    --hash=sha256:2fe249cb4651fd12605b7288b24751d8bfd46d35f12a20b1ba33dea122e690df \
-    --hash=sha256:30b8d1d8c52a48c2c5690e152c169b673487a2a58de1ec7393196753063fcd5e \
-    --hash=sha256:320ade88cfb846b8cd6b4ddf5ee9e80ee0c1f52401f2456b84ae1ae6a1a5f207 \
-    --hash=sha256:3534e7dcbdcf757da6b85a0bbf5b6868786d5982dd959b065e65481644817a18 \
-    --hash=sha256:36836d6ff945a00b88ba1e4572d721e60b5b8c98c155d465f56ad19d68f23734 \
-    --hash=sha256:38c0109396c4cfc574d502df99742a45c72c08eff0a36158b6f04000043dbf38 \
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-    --hash=sha256:3bec022aec2c514d9cf199522a802bd007cd588ab17ab2525f20f9c34d067c18 \
-    --hash=sha256:3c9a494bc5ec77d43cea229c4f6db1e4d8fe7e1bbffa8b6f0f0032430ff8ab44 \
-    --hash=sha256:3dce51d0f5e7951f8bb4900c257dad282f49190fdbebecd4ba99bcc41fef404d \
-    --hash=sha256:3dedcc22d73ec993f42055eff4fcfed9318d1eeb9a6606c55892a26964964e48 \
-    --hash=sha256:4042d5c8f957e15221d423ba781e85d553722fc4113f523f2feb7b188cc34c5e \
-    --hash=sha256:481551899c856c704d58119b5025793fa6730adda3571971af568f66d2424bb5 \
-    --hash=sha256:4dc1e73c36828f982bfe79fadf5919923f8a6f4df2860804db9a98c48824ce8d \
-    --hash=sha256:4e5163c14bffd570ef2affbfdd77bba66383890797df43dc8b4cc7d6f500bf53 \
-    --hash=sha256:511ef87c8aec0783e08ac18565a16d435372bc1ac25a91e6ac7f5ef2b0bff790 \
-    --hash=sha256:532bc9bf33a68613fd7d65e4b1c71a6a38d7d42604ecf239c77392e9b4e8998c \
-    --hash=sha256:54523e136b8948060c0fa0bc7b1b50c32c186f2fceee897a495406bb6e311d2b \
-    --hash=sha256:5649fd1c7bade02f320a462fdefd0b4bd3ce036065836d4f42e0de958038e116 \
-    --hash=sha256:56be790f86bfb2c98fb742ce566dfb4816e5a83384616ab59c49e0604d49c51d \
-    --hash=sha256:5b77459df20e08151cd6f8b9ef8ef1f961ef73d85c21a555c7eed5b79410ec10 \
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-    --hash=sha256:6370e8686f662e6a3941ee48ed4742317cafbe5707e36406e9df792cdb535776 \
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-    --hash=sha256:6c114670c45346afedc0d947faf3c7f701051d2518b943679c8ff88befe14f8e \
-    --hash=sha256:6e0d51f618228538a3e8f46bd246f87a6cd030565e015803691603f55e12afb5 \
-    --hash=sha256:6ed74185b2db44f41ef35fd1617c5888e59792da9bbc9190d6c7300617182616 \
-    --hash=sha256:708838739abf24b2ceb208d0e22403dd018faeef86ddac04319a62ae884c4f15 \
-    --hash=sha256:715479b9a2802ecac752a3b0efa2b0b60285cf962ee38414211abdfccc233b41 \
-    --hash=sha256:733784b6d6def852c814bce5f318d25da2ee65dd4839a0718641c696e09a2960 \
-    --hash=sha256:750e02e074872a3fad7f233b47734166440af3cdea0add3e95163110816d6752 \
-    --hash=sha256:752a45dc4a6934060b3b0dab47e04edc3326575f82be64bc4fc293914566503e \
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-    --hash=sha256:7641bb8895e77f921102f72833904dcd9901df5d6d72a2ab8f31d04b7e51e4e7 \
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-    --hash=sha256:84c018e49c3bf790f9c2771c45e9313a08c2c2a6342b162cd650258b57817706 \
-    --hash=sha256:8751d2787c9131302398b11e6c8068053dcb55d5a8964e114b6e196cf16cb366 \
-    --hash=sha256:8778f0c7a52e56f75d12dae53ae320fae900a8b9b4164b981b9c5ce059cd1fcb \
-    --hash=sha256:87fad7d9ba98c86bcb41b2dc8dbb326619be2562af1f8ff50776a39e55721c5a \
-    --hash=sha256:8d828b6667a32a728a1ad1d93957cdf37489c57b97ae6c4de2860fa749b8fc1e \
-    --hash=sha256:8e385e4267ab76874ae30db04c627faaaf0b509e1ccc11a95b3fc3e83f855c00 \
-    --hash=sha256:92a0a01ead5e668468e952e4238cccd7c537364eb7d851ab144ab6627dbbe12f \
-    --hash=sha256:94e1885b270625a9a828c9793b4d52a64445299baa1fea5a173bf1d3dd9a1a5a \
-    --hash=sha256:a180c5e59792af262bf263b21a3c49353f25945d8d9f70628e73de370d55e1e1 \
-    --hash=sha256:a277ab8928b9f299723bc1a2dabb1265911b1a76341f90a510368ca44ad9ab66 \
-    --hash=sha256:a5fe03b42827c13cdccd08e6c0247b6a6d4b5e3cdc53fd1749f5896adcdc2356 \
-    --hash=sha256:a6c5863edfbe888d9eff9c8b8087354e27618d9da76425c119293f11712a6319 \
-    --hash=sha256:a89c23ef8d2c6b27fd200a42aa4ac72786e7c60d40efdc76e6011260b6e949c4 \
-    --hash=sha256:adb2597b428735679446b46c8badf467b4ca5f5056aae4d51a19f9570301b1ad \
-    --hash=sha256:ae196f021b5e7c78e918242d217db021ed2a6ace2bc6ae94c0fc596221c7f58d \
-    --hash=sha256:ae89db9e5f98a11a4bf50407d4363e7b09b31e55bc117b4f7d80aab97ba009e5 \
-    --hash=sha256:aed52fea0513bac0ccde438c188c8a471c4e0f457c2dd20cdbf6ea7a450046c7 \
-    --hash=sha256:aef65cd602a6d0e0ff6f9930fcb1c8fec60dd2cfcb6facaf4bdb0e5873042db0 \
-    --hash=sha256:af21eb4409a119e365397b2adbaca4c9ccab56543a65d5dbd9f920d6ac29f686 \
-    --hash=sha256:b14b2d9dac08e28bb8046a1a0434b1750eb221c8f5b87a68f4fa11a6f97b5e34 \
-    --hash=sha256:bb6d88045545b26da47aa879dd4a89a71d1dce0f0e549b1abcb31dfe4a8eac49 \
-    --hash=sha256:bb8cc7534f51d9a017b93e3e85b260924f909601c3df002bcdb58ddb4dc41a5c \
-    --hash=sha256:bc17a677b21b3502a21f66a8cc64f5bfad4df8a0b8434d661666f8ce90ac3af1 \
-    --hash=sha256:bd6c2a1c7573c64738d716488d2cdd3c00e340e4835707d8fdb8dc1a66ef164e \
-    --hash=sha256:bd9b23791fe793e4968dba0c447e12f78e425c59fc0e3b97f6450f4781f3ee60 \
-    --hash=sha256:c03a41a8784091e67a39648f70c5f97b5b6a37f216896d44d2cdcb82615339a0 \
-    --hash=sha256:c0f081d69a6e58272819b70288d3221a6ee64b98df852631c80f293514d3b274 \
-    --hash=sha256:c35abb8bfff0185efac5878da64c45dafd2b37fb0383add1be155a763c1f083d \
-    --hash=sha256:c36c333c39be2dbca264d7803333c896ab8fa7d4d6f0ab7edb7dfd7aea6e98c0 \
-    --hash=sha256:c45e9440fb78f8ddabcf714b68f936737a121355bf59f3907f4e17721b9d1aae \
-    --hash=sha256:c593052c465475e64bbfe5dbd81680f64a67fdc752c56d7a0ae205dc8aeefe0f \
-    --hash=sha256:cdd68a1fb318e290a2077696b7eb7a21a49163c455979c639bf5a5dcdc46617d \
-    --hash=sha256:ce3412fbe1e31eb81ea42f4169ed94861c56e643189e1e75f0041f3fe7020abe \
-    --hash=sha256:cf1493cd8607bec4d8a7b9b004e699fcf8f9103a9284cc94962cb73d20f9d4a3 \
-    --hash=sha256:cf29836da5119f3c8a8a70667b0ef5fdca3bb12f80fd06487cfa575b3909b393 \
-    --hash=sha256:d4a48e5b3c2a489fae013b7589308a40146ee081f6f509e047e0e096084ceca1 \
-    --hash=sha256:d560742f3c0d62afaccf9f41fe485ed69bd7661a241f86a3ef0f0fb8b1a397af \
-    --hash=sha256:d6038d37043bced98a66e68d3aa2b6a35505dc01328cd65217cefe82f25def44 \
-    --hash=sha256:d61f00a0869d77422d9b2aba989e2d24afa6ffd552af442e0e58de4f35ea6d00 \
-    --hash=sha256:d635aab80466bc95771bb78d5370e74d36d1fe31467b6b29b8b57b2a3cd7d22c \
-    --hash=sha256:dca4bbc466a95ba9c0234ef56d7dd9509f63da22274589ebd4ed7f1f4d4c54e3 \
-    --hash=sha256:dd915403e231e6b1809fe9b6d9fc55cf8fb5e02765ac625d9cd623342a7905d7 \
-    --hash=sha256:e044c39e41b92c845bc815e5ae4230804e8e7bc29e399b0437d64222d92809dd \
-    --hash=sha256:e060d01aec0a910bdccb8be71faf34e7799ce36950f8294c8bf612cba65a2c9e \
-    --hash=sha256:e1421b502d83040e6d7fb2fb18dff63957f720da3d77b2fbd3187ceb63755d7b \
-    --hash=sha256:e17b8d5d6a8c47c85e68ca8379def1303fd360c3e22093a807cd34a71cd082b8 \
-    --hash=sha256:e5f4d355f0a2b1a31bc3edec6795b46324349c9cb25eed068049e4f472fb4259 \
-    --hash=sha256:e712b419df8ba5e42b226c510472b37bd57b38e897d3eca5e8cfd410a29fa859 \
-    --hash=sha256:e74327fb75de8986940def6e8dee4f127cc9752bee7355bb323cc5b2659b6d46 \
-    --hash=sha256:e80c8378d8f3d83cd3164da1ad2df9e37a666cdde7b1cb2298ed0b558064be30 \
-    --hash=sha256:e8ac484bf18ce6975760921bb6148041faa8fef0547200386ea0b52b5d27bf7b \
-    --hash=sha256:eca9705049ad3c7345d574e3510665cb2cf844c2f2dcfe675332677f081cbd46 \
-    --hash=sha256:ed065083d0898c9d5b4bbec7b026fd755ff7454e6e8b73a67f8c744b13986e24 \
-    --hash=sha256:edac0f1ab77644605be2cbba52e6b7f630731fc42b34cb0f634be1a6eface56a \
-    --hash=sha256:effc3f449787117233702311a1b7d8f59cba9ced946ba727bdc329ec69028e24 \
-    --hash=sha256:f22dec1690b584cea26fade98b2435c132c1b5f68e39f5a0b7627cd7ae31f1dc \
-    --hash=sha256:f495a1652cf3fbab2eb0639776dad966c2fb874d79d87ca07f9d5f059b8bd215 \
-    --hash=sha256:f496c9c3cc02230093d8330875c4c3cdfc3b73612a5fd921c65d39cbcef08063 \
-    --hash=sha256:f59099f9b66f0d7145115e6f80dd8b1d847176df89b234a5a6b3f00437aa0832 \
-    --hash=sha256:f59ad4c0e8f6bba240a9bb85504faa1ab438237199d4cce5f622761507b8f6a6 \
-    --hash=sha256:fbccdc05410c9ee21bbf16a35f4c1d16123dcdeb8a1d38f33654fa21d0234f79 \
-    --hash=sha256:fea24543955a6a729c45a73fe90e08c743f0b3334bbf3201e6c4bc1b0c7fa464
-    # via requests
-click==8.3.3 \
-    --hash=sha256:398329ad4837b2ff7cbe1dd166a4c0f8900c3ca3a218de04466f38f6497f18a2 \
-    --hash=sha256:a2bf429bb3033c89fa4936ffb35d5cb471e3719e1f3c8a7c3fff0b8314305613
-    # via typer
-colorama==0.4.6 ; sys_platform == 'win32' \
-    --hash=sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44 \
-    --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
-    # via
-    #   click
-    #   ipython
-    #   pytest
-    #   tqdm
-decorator==5.2.1 \
-    --hash=sha256:65f266143752f734b0a7cc83c46f4618af75b8c5911b00ccb61d0ac9b6da0360 \
-    --hash=sha256:d316bb415a2d9e2d2b3abcc4084c6502fc09240e292cd76a76afc106a1c8e04a
-    # via ipython
-dpath==2.2.0 \
-    --hash=sha256:34f7e630dc55ea3f219e555726f5da4b4b25f2200319c8e6902c394258dd6a3e \
-    --hash=sha256:b330a375ded0a0d2ed404440f6c6a715deae5313af40bbb01c8a41d891900576
-    # via policyengine-core
-et-xmlfile==2.0.0 \
-    --hash=sha256:7a91720bc756843502c3b7504c77b8fe44217c85c537d85037f0f536151b2caa \
-    --hash=sha256:dab3f4764309081ce75662649be815c4c9081e88f0837825f90fd28317d4da54
-    # via openpyxl
-executing==2.2.1 \
-    --hash=sha256:3632cc370565f6648cc328b32435bd120a1e4ebb20c77e3fdde9a13cd1e533c4 \
-    --hash=sha256:760643d3452b4d777d295bb167ccc74c64a81df23fb5e08eff250c425a4b2017
-    # via stack-data
-filelock==3.29.0 \
-    --hash=sha256:69974355e960702e789734cb4871f884ea6fe50bd8404051a3530bc07809cf90 \
-    --hash=sha256:96f5f6344709aa1572bbf631c640e4ebeeb519e08da902c39a001882f30ac258
-    # via huggingface-hub
-fsspec==2026.4.0 \
-    --hash=sha256:11ef7bb35dab8a394fde6e608221d5cf3e8499401c249bebaeaad760a1a8dec2 \
-    --hash=sha256:301d8ac70ae90ef3ad05dcf94d6c3754a097f9b5fe4667d2787aa359ec7df7e4
-    # via huggingface-hub
-h11==0.16.0 \
-    --hash=sha256:4e35b956cf45792e4caa5885e69fba00bdbc6ffafbfa020300e549b208ee5ff1 \
-    --hash=sha256:63cf8bbe7522de3bf65932fda1d9c2772064ffb3dae62d55932da54b31cb6c86
-    # via httpcore
-h5py==3.16.0 \
-    --hash=sha256:099f2525c9dcf28de366970a5fb34879aab20491589fa89ce2863a84218bb524 \
-    --hash=sha256:0f456f556e4e2cebeebd9d66adf8dc321770a42593494a0b6f0af54a7567b242 \
-    --hash=sha256:15922e485844f77c0b9d275396d435db3baa58292a9c2176a386e072e0cf2491 \
-    --hash=sha256:1677ad48b703f44efc9ea0c3ab284527f81bc4f318386aaaebc5fede6bbae56f \
-    --hash=sha256:171038f23bccddfc23f344cadabdfc9917ff554db6a0d417180d2747fe4c75a7 \
-    --hash=sha256:17d1f1630f92ad74494a9a7392ab25982ce2b469fc62da6074c0ce48366a2999 \
-    --hash=sha256:1897a771a7f40d05c262fc8f37376ec37873218544b70216872876c627640f63 \
-    --hash=sha256:18f2bbcd545e6991412253b98727374c356d67caa920e68dc79eab36bf5fedad \
-    --hash=sha256:2b2c02b0a160faed5fb33f1ba8a264a37ee240b22e049ecc827345d0d9043074 \
-    --hash=sha256:314b6054fe0b1051c2b0cb2df5cbdab15622fb05e80f202e3b6a5eee0d6fe365 \
-    --hash=sha256:346df559a0f7dcb31cf8e44805319e2ab24b8957c45e7708ce503b2ec79ba725 \
-    --hash=sha256:370a845f432c2c9619db8eed334d1e610c6015796122b0e57aa46312c22617d9 \
-    --hash=sha256:39c2838fb1e8d97bcf1755e60ad1f3dd76a7b2a475928dc321672752678b96db \
-    --hash=sha256:3e6cb3387c756de6a9492d601553dffea3fe11b5f22b443aac708c69f3f55e16 \
-    --hash=sha256:3fae9197390c325e62e0a1aa977f2f62d994aa87aab182abbea85479b791197c \
-    --hash=sha256:42108e93326c50c2810025aade9eac9d6827524cdccc7d4b75a546e5ab308edb \
-    --hash=sha256:42b012933a83e1a558c673176676a10ce2fd3759976a0fedee1e672d1e04fc9d \
-    --hash=sha256:43259303989ac8adacc9986695b31e35dba6fd1e297ff9c6a04b7da5542139cc \
-    --hash=sha256:4c6ab014ab704b4feaa719ae783b86522ed0bf1f82184704ed3c9e4e3228796e \
-    --hash=sha256:656f00e4d903199a1d58df06b711cf3ca632b874b4207b7dbec86185b5c8c7d4 \
-    --hash=sha256:698dd69291272642ffda44a0ecd6cd3bda5faf9621452d255f57ce91487b9794 \
-    --hash=sha256:719439d14b83f74eeb080e9650a6c7aa6d0d9ea0ca7f804347b05fac6fbf18af \
-    --hash=sha256:7c4dd4cf5f0a4e36083f73172f6cfc25a5710789269547f132a20975bfe2434c \
-    --hash=sha256:7e420b539fb6023a259a1b14d4c9f6df8cf50d7268f48e161169987a57b737ff \
-    --hash=sha256:8389e13a1fd745ad2856873e8187fd10268b2d9677877bb667b41aebd771d8b7 \
-    --hash=sha256:85b9c49dd58dc44cf70af944784e2c2038b6f799665d0dcbbc812a26e0faa859 \
-    --hash=sha256:86385ea895508220b8a7e45efa428aeafaa586bd737c7af9ee04661d8d84a10d \
-    --hash=sha256:8975273c2c5921c25700193b408e28d6bdd0111c37468b2d4e25dcec4cd1d84d \
-    --hash=sha256:8c1eff849cdd53cbc73c214c30ebdb6f1bb8b64790b4b4fc36acdb5e43570210 \
-    --hash=sha256:9300ad32dea9dfc5171f94d5f6948e159ed93e4701280b0f508773b3f582f402 \
-    --hash=sha256:96b422019a1c8975c2d5dadcf61d4ba6f01c31f92bbde6e4649607885fe502d6 \
-    --hash=sha256:9c9d307c0ef862d1cd5714f72ecfafe0a5d7529c44845afa8de9f46e5ba8bd65 \
-    --hash=sha256:a0dbaad796840ccaa67a4c144a0d0c8080073c34c76d5a6941d6818678ef2738 \
-    --hash=sha256:a6fbc5367d4046801f9b7db9191b31895f22f1c6df1f9987d667854cac493538 \
-    --hash=sha256:bdef06507725b455fccba9c16529121a5e1fbf56aa375f7d9713d9e8ff42454d \
-    --hash=sha256:c3f0a0e136f2e95dd0b67146abb6668af4f1a69c81ef8651a2d316e8e01de447 \
-    --hash=sha256:c5313566f4643121a78503a473f0fb1e6dcc541d5115c44f05e037609c565c4d \
-    --hash=sha256:df02dd29bd247f98674634dfe41f89fd7c16ba3d7de8695ec958f58404a4e618 \
-    --hash=sha256:dfc21898ff025f1e8e67e194965a95a8d4754f452f83454538f98f8a3fcb207e \
-    --hash=sha256:e06f864bedb2c8e7c1358e6c73af48519e317457c444d6f3d332bb4e8fa6d7d9 \
-    --hash=sha256:e2c04d129f180019e216ee5f9c40b78a418634091c8782e1f723a6ca3658b965 \
-    --hash=sha256:e4360f15875a532bc7b98196c7592ed4fc92672a57c0a621355961cafb17a6dd \
-    --hash=sha256:ec86d4fffd87a0f4cb3d5796ceb5a50123a2a6d99b43e616e5504e66a953eca3 \
-    --hash=sha256:fa48993a0b799737ba7fd21e2350fa0a60701e58180fae9f2de834bc39a147ab \
-    --hash=sha256:faca8fb4e4319c09d83337adc80b2ca7d5c5a343c2d6f1b6388f32cfecca13c1 \
-    --hash=sha256:fb1720028d99040792bb2fb31facb8da44a6f29df7697e0b84f0d79aff2e9bd3 \
-    --hash=sha256:ff24039e2573297787c3063df64b60aab0591980ac898329a08b0320e0cf2527 \
-    --hash=sha256:ffbab2fedd6581f6aa31cf1639ca2cb86e02779de525667892ebf4cc9fd26434
-    # via policyengine-core
-hf-xet==1.5.0 ; platform_machine == 'AMD64' or platform_machine == 'aarch64' or platform_machine == 'amd64' or platform_machine == 'arm64' or platform_machine == 'x86_64' \
-    --hash=sha256:1e60df5a42e9bed8628b6416af2cba4cba57ae9f02de226a06b020d98e1aab18 \
-    --hash=sha256:2806c7c17b4d23f8d88f7c4814f838c3b6150773fe339c20af23e1cfaf2797e4 \
-    --hash=sha256:2baea1b0b989e5c152fe81425f7745ddc8901280ba3d97c98d8cdece7b706c60 \
-    --hash=sha256:3531b1823a0e6d77d80f9ed15ca0e00f0d115094f8ac033d5cae88f4564cc949 \
-    --hash=sha256:4b35549ce62601b84da4ff9b24d970032ace3d4430f52d91bcbb26c901d6c690 \
-    --hash=sha256:526345b3ed45f374f6317349df489167606736c876241ba984105afe7fd4839d \
-    --hash=sha256:5906bf7718d3636dc13402914736abe723492cb730f744834f5f5b67d3a12702 \
-    --hash=sha256:5f3dc2248fc01cc0a00cd392ab497f1ca373fcbc7e3f2da1f452480b384e839e \
-    --hash=sha256:73a0dae8c71de3b0633a45c73f4a4a5ed09e94b43441d82981a781d4f12baa42 \
-    --hash=sha256:786d28e2eb8315d5035544b9d137b4a842d600c434bb91bf7d0d953cce906ad4 \
-    --hash=sha256:7d70fe2ce97b9db73b9c9b9c81fe3693640aec83416a966c446afea54acfae3c \
-    --hash=sha256:872d5601e6deea30d15865ede55d29eac6daf5a534ab417b99b6ef6b076dd96c \
-    --hash=sha256:8dbcbab554c9ef158ef2c991545c3e970ddd8cc7acdcd0a78c5a41095dab4ded \
-    --hash=sha256:9929561f5abf4581c8ea79587881dfef6b8abb2a0d8a51915936fc2a614f4e73 \
-    --hash=sha256:9a0ee58cd18d5ea799f7ed11290bbccbe56bdd8b1d97ca74b9cc49a3945d7a3b \
-    --hash=sha256:a60290ec57e9b71767fba7c3645ddafdd0759974b540441510c629c6db6db24a \
-    --hash=sha256:b285cea1b5bab46b758772716ba8d6854a1a0310fed1c249d678a8b38601e5a0 \
-    --hash=sha256:b6c9df403040248c76d808d3e047d64db2d923bae593eb244c41e425cf6cd7be \
-    --hash=sha256:c799d49f1a5544a0ef7591c0ee75e0d6b93d6f56dc7a4979f59f7518d2872216 \
-    --hash=sha256:cf7b2dc6f31a4ea754bb50f74cde482dcf5d366d184076d8530b9872787f3761 \
-    --hash=sha256:dad0dc84e941b8ba3c860659fe1fdc35c049d47cce293f003287757e971a8f56 \
-    --hash=sha256:e0fb0a34d9f406eed88233e829a67ec016bec5af19e480eac65a233ea289a948 \
-    --hash=sha256:e5de0f6deada0dada870bb376a11bcd1f08abf3a968a6d118f33e72d1b1eb480 \
-    --hash=sha256:f7b7bbae318e583a86fb21e5a4a175d6721d628a2874f4bd022d0e660c32a682 \
-    --hash=sha256:fd6e5a9b0fdac4ed03ed45ef79254a655b1aaab514a02202617fbf643f5fdf7a
-    # via huggingface-hub
-httpcore==1.0.9 \
-    --hash=sha256:2d400746a40668fc9dec9810239072b40b4484b640a8c38fd654a024c7a1bf55 \
-    --hash=sha256:6e34463af53fd2ab5d807f399a9b45ea31c3dfa2276f15a2c3f00afff6e176e8
-    # via httpx
-httpx==0.28.1 \
-    --hash=sha256:75e98c5f16b0f35b567856f597f06ff2270a374470a5c2392242528e3e3e42fc \
-    --hash=sha256:d909fcccc110f8c7faf814ca82a9a4d816bc5a6dbfea25d6591d6985b8ba59ad
-    # via huggingface-hub
-huggingface-hub==1.14.0 \
-    --hash=sha256:d6d2c9cd6be1d02ae9ec6672d5587d10a427f377db688e82528f426a041622c2 \
-    --hash=sha256:efe075535c62e130b30e836b138e13785f6f043d1f0539e0a39aa411a99e90b8
-    # via policyengine-core
-idna==3.13 \
-    --hash=sha256:585ea8fe5d69b9181ec1afba340451fba6ba764af97026f92a91d4eef164a242 \
-    --hash=sha256:892ea0cde124a99ce773decba204c5552b69c3c67ffd5f232eb7696135bc8bb3
-    # via
-    #   anyio
-    #   httpx
-    #   requests
-iniconfig==2.3.0 \
-    --hash=sha256:c76315c77db068650d49c5b56314774a7804df16fee4402c1f19d6d15d8c4730 \
-    --hash=sha256:f631c04d2c48c52b84d0d0549c99ff3859c98df65b3101406327ecc7d53fbf12
-    # via pytest
-ipython==8.39.0 \
-    --hash=sha256:4110ae96012c379b8b6db898a07e186c40a2a1ef5d57a7fa83166047d9da7624 \
-    --hash=sha256:bb3c51c4fa8148ab1dea07a79584d1c854e234ea44aa1283bcb37bc75054651f
-    # via
-    #   policyengine-core
-    #   pyvis
-jedi==0.20.0 \
-    --hash=sha256:7bdd9c2634f56713299976f4cbd59cb3fa92165cc5e05ea811fb253480728b67 \
-    --hash=sha256:c3f4ccbd276696f4b19c54618d4fb18f9fc24b0aef02acf704b23f487daa1011
-    # via ipython
-jellyfish==1.2.1 \
-    --hash=sha256:0028857c5381c9d55e21cc6cb0d7f9545c3a9a7bb7dbca3960fe0a898c691ac2 \
-    --hash=sha256:01647c12261bc1f7b102e918e7665497176d87f6fc96271439c8855872bc2606 \
-    --hash=sha256:0368596e176bf548b3be2979ff33e274fb6d5e13b2cebe85137b8b698b002a85 \
-    --hash=sha256:05be396aebe3dce7a8cb2f97727ecdf99e86457c48e97190775dce33f8b7e39d \
-    --hash=sha256:07b022412ebece96759006cb015d46b8218d7f896d8b327c6bbee784ddf38ed9 \
-    --hash=sha256:0b21c1596ce283fd7ee954eb0eeb007d59e480364324bcd91ad55146e91f3936 \
-    --hash=sha256:1098ce1f84ae3f147f0a18a6803ffb09b9c8cd5fedce42465643ca0b5c9d0224 \
-    --hash=sha256:10da696747e2de0336180fd5ba77ef769a7c80f9743123545f7fc0251efbbcec \
-    --hash=sha256:1354b558a0a16597b6032dd0af64bebd24994f7e7484cf14993320eb764b06cb \
-    --hash=sha256:137cfcc26396d0f2e1265ac61f800bb921921ea722a43dd897e58190f767c474 \
-    --hash=sha256:13f1ac9caba22af10bfe42f674822643c0266009f882e0fe652079706dc5d13a \
-    --hash=sha256:14bbb30d988dec1d12183cf5d4621c908f98add2009c72a185e8c3e8d00b804f \
-    --hash=sha256:15318c13070fe6d9caeb7e10f9cdf89ff47c9d20f05a9a2c0d3b5cb8062a7033 \
-    --hash=sha256:1a3ccff843822e7f3ad6f91662488a3630724c8587976bce114f3c7238e8ffa1 \
-    --hash=sha256:1ffeeb6c78c45fbb6d2a22b0173fb8a6af849001d6c26fab49c525136dbd9734 \
-    --hash=sha256:212aaf177236192a735bbbf5938717aa8518d14a25b08b015e47e783e70be060 \
-    --hash=sha256:21baa92d4a5112167721156f6d061c2ae105f2995b3a5e19cec6662928f0c439 \
-    --hash=sha256:2348f698f9c1d72023afc8d39939045421a01da9b7e3078e3029227e35f28419 \
-    --hash=sha256:29cfa8bfb72aacf2d611a3313b358ed4d4140fa3d3efcffea750c8e7f8acb1aa \
-    --hash=sha256:2c28a4ae3e201e1c1b7bacacd40e2e76c4068b90c9ae3a0d525e0ac98206f1cc \
-    --hash=sha256:32581c50b34a09889b2d96796170e53da313a1e7fde32be63c82e50e7e791e3c \
-    --hash=sha256:32a85b752cb51463face13e2b1797cfa617cd7fb7073f15feaa4020a86a346ce \
-    --hash=sha256:393f609fd6139ce782e747e22c399483ffc58341009e6a97e39ffe5f5b2c674c \
-    --hash=sha256:4072e21ad4036af41bd57b447b1dda64fe60aa679cfa8854ba0a0338152439f1 \
-    --hash=sha256:451ddf4094e108e33d3b86d7817a7e20a2c5e6812d08c34ee22f6a595f38dcca \
-    --hash=sha256:4a21d7eda5e6996772055f798e3fe1de1b33b3edad7f6cf0567097a21585a812 \
-    --hash=sha256:4b013876109d91fa6fc871ffa4e0dbfda11820c33dc4ad0e2967b3fc1187f804 \
-    --hash=sha256:4b28fcefc0c3534277ff0306e6c10672fb050f4784b5f3be7037e80801569fb5 \
-    --hash=sha256:4b3e3223aaad74e18aacc74775e01815e68af810258ceea6fa6a81b19f384312 \
-    --hash=sha256:4c5acb213aa75a61bcfc176566e20f2503069667e760d83d403b59e115fef0dd \
-    --hash=sha256:4e36d9000d4f7e1a35689a74ec7749d27a216dfa6c47cac2e5ad3de8a523bd69 \
-    --hash=sha256:509355ebedec69a8bf0cc113a6bf9c01820d12fe2eea44f47dfa809faf2d5463 \
-    --hash=sha256:5335f622458aa105289a8e358bc32ecd1b9634b6ffec3e77ea3577e49c297171 \
-    --hash=sha256:536c80d8d4ec7f39cbb10b85d926ff96cef3cde4a83ca0991c07cd9835d5dc13 \
-    --hash=sha256:56da7632e029912af25e25422fae3b6df318400297d552791f4b21da6d815ed6 \
-    --hash=sha256:5bda2275f31a64adf3483e39f7a4e2107f7dfe3a3f85f0d2c0cb6ae5fbe4a443 \
-    --hash=sha256:5fa0ba0946f3c274f6a87aaa3c631dc70a363bd46cceea828ce777e8db653b6f \
-    --hash=sha256:63770120cc3386dcc13bcc4df508ab281a6b14c3b2c0e33586439a6c40ee122f \
-    --hash=sha256:675ab43840488944899ca87f02d4813c1e32107e56afaba7489705a70214e8aa \
-    --hash=sha256:68080af234256ef943f0add6fc79816b0c643d8df291c17a85c1b6e45bdfbb96 \
-    --hash=sha256:68ea3ddd4dae1152a7f7155ef02a7bfad919611158d71b301f9aa167685819af \
-    --hash=sha256:6a49ce2a580edd3b16b69421137deef464e2f8907f9ef906d49950b1a52908c1 \
-    --hash=sha256:6c51e565f85ce38cf9388c4f916d53888b0fa34788fcebe3aff3db24948e0960 \
-    --hash=sha256:6d2bac5982d7a08759ea487bfa00149e6aa8a3be7cd43c4ed1be1e3505425c69 \
-    --hash=sha256:6e76b23431a667cd485fb562428d1ad29bae9fdd0fcdfb5a51cc8087bae0e88c \
-    --hash=sha256:72d2fda61b23babe862018729be73c8b0dc12e3e6601f36f6e65d905e249f4db \
-    --hash=sha256:748dc45a0394fbe9120b8b3b9a39fab0967c7e2d6ecdd5304af018e774f80f96 \
-    --hash=sha256:7853d2ed7d6929c029312ec849410f1ea7ae76ce72ad1140fb73f6e8a1e6aa4f \
-    --hash=sha256:80a49eb817eaa6591f43a31e5c93d79904de62537f029907ef88c050d781a638 \
-    --hash=sha256:91cad49a4fb731b726afc5ae385a3217a7016ed88a04da40c131cff8136a5db5 \
-    --hash=sha256:98a133b40dc00cfda6609e1b0cb0ab0b77796fc2719aae886a12009514f73499 \
-    --hash=sha256:9913789a98ccf49213fbb1dabc597847a0ec33d3b0e151689498f4b38ba9be0f \
-    --hash=sha256:9930e20f0e9f65ad1d57d98290c2be3abd75812d058815605f44a56056fb9a66 \
-    --hash=sha256:9a73b5c6425a70ebd440579a677eb4f03b327b2f59090db34e6c937aeea5aabd \
-    --hash=sha256:9c747ae5c0fb4bd519f6abbfe4bd704b2f1c63fd4dd3dbb8d8864478974e1571 \
-    --hash=sha256:9d4448c874959ae012cda0f6d570ac0bd7f0fcf12007714eaebf86b86919b66f \
-    --hash=sha256:a058f4c6a591d5e5a47569f5648a26303ba19c76a960fef7e0beba2aa959e52e \
-    --hash=sha256:a0ef6f0ecc085c1f8fddb048f538c8bb89989e5d470eab45d4e9bd48ee73a40d \
-    --hash=sha256:a3cab91020e3ff7565e55a611ec3e3257c093ac950d55778a48bfc8c57562b6e \
-    --hash=sha256:ab1bfea271ce4bda09d975080d5465cf5a8b127e7c0ea61ea3f972417a7a2193 \
-    --hash=sha256:b35d4b5b688f759ffd075190a9850b04671bad14c5b37124eb43e99306ec16ea \
-    --hash=sha256:b37b76ea338c4a473c34a9b9e1e033a78aafb9040a8c0eea579fc5805d8e4b46 \
-    --hash=sha256:b8986d9768daddd5e87abf513ae168ea0afe690a444d4c82d5b1b14b0d045820 \
-    --hash=sha256:baa30c7b59bd1c5e105693108a6d7a98f3e7a1a59e23e15bc5897b91fd5849f5 \
-    --hash=sha256:bcdcd603a7737cd3f5a2ab10ce9b49844329deb81c2daafcd8131e54fc730205 \
-    --hash=sha256:bd186c041d9be86c4fa5e2490943ce5d7f05b472f45d7f49426f259f3dd20bc4 \
-    --hash=sha256:bebccd0652ac1c7e438ae1f451edefde63d14b3af6f6daa30c599919dcb92886 \
-    --hash=sha256:c3c18f13175a9c90f3abd8805720b0eb3e10eca1d5d4e0cf57722b2a62d62016 \
-    --hash=sha256:c499ea3a134130797c50e367687a6a46a12653c59af381bee92c41a5ab0bd55d \
-    --hash=sha256:c85aa2bc76a36d92a3197f406f86636664d5b323727dfec4fa2842a8a24a06ae \
-    --hash=sha256:c888f624d03e55e501bc438906505c79fb307d8da37a6dda18dd1ac2e6d5ea9c \
-    --hash=sha256:cf6cd68921f2bacc547ba1cf64ad0e76bc1727f3bab13bba2e5f5869aba038b1 \
-    --hash=sha256:d2b56a1fd2c5126c4a3362ec4470291cdd3c7daa22f583da67e75e30dc425ce6 \
-    --hash=sha256:d7be8021658b46b22500a77f1707901bd98fc210f185c229b81c74efd3c1baf2 \
-    --hash=sha256:db97d873f23b0c15b4ed911ece10e5cc0bb96cdc53666d5c3788bd0af81807f1 \
-    --hash=sha256:dd895cf63fac0a9f11b524fff810d9a6081dcf3c518b34172ac8684eb504dd43 \
-    --hash=sha256:ddf05ea471da2808d77ecfa425d8884124b4754f4d483afa7703b6655530cf5c \
-    --hash=sha256:e1b990fb15985571616f7f40a12d6fa062897b19fb5359b6dec3cd811d802c24 \
-    --hash=sha256:e4a210a960f3917da757b0581750b6e0a8db9acef68dafbc1b6e2ae39e847ba8 \
-    --hash=sha256:e5977810972c6f0b2e61252c4758fd5aee21abf663ff309881195a99d37daa94 \
-    --hash=sha256:e967e67058b78189d2b20a9586c7720a05ec4a580d6a98c796cd5cd2b7b11303 \
-    --hash=sha256:ecf62d4aad0baa8832ab60f96e7baedbe6558bd292597503d927e9c5bce745d8 \
-    --hash=sha256:f121218dc33fb318c34ddd889dc7362606ce1316af2bb63b73cc1df81523ca34 \
-    --hash=sha256:f69aeb08659a6c81d559bbe319075e3417434ae5b3a5e4a758d1c4055a03497a \
-    --hash=sha256:fb3c6e537cb4605c22895a8d4a10cdb26611ba2bbfc7f0b4c1d06bb9d8aad648
-    # via us
-jinja2==3.1.6 \
-    --hash=sha256:0137fb05990d35f1275a587e9aee6d56da821fc83491a0fb838183be43f66d6d \
-    --hash=sha256:85ece4451f492d0c13c5dd7c13a64681a86afae63a5f347908daf103ce6d2f67
-    # via pyvis
-jsonpickle==4.1.1 \
-    --hash=sha256:bb141da6057898aa2438ff268362b126826c812a1721e31cf08a6e142910dc91 \
-    --hash=sha256:f86e18f13e2b96c1c1eede0b7b90095bbb61d99fedc14813c44dc2f361dbbae1
-    # via pyvis
-jsonschema==4.26.0 \
-    --hash=sha256:0c26707e2efad8aa1bfc5b7ce170f3fccc2e4918ff85989ba9ffa9facb2be326 \
-    --hash=sha256:d489f15263b8d200f8387e64b4c3a75f06629559fb73deb8fdfb525f2dab50ce
-    # via policyengine
-jsonschema-specifications==2025.9.1 \
-    --hash=sha256:98802fee3a11ee76ecaca44429fda8a41bff98b00a0f2838151b113f210cc6fe \
-    --hash=sha256:b540987f239e745613c7a9176f3edb72b832a4ac465cf02712288397832b5e8d
-    # via jsonschema
-markdown-it-py==4.2.0 \
-    --hash=sha256:04a21681d6fbb623de53f6f364d352309d4094dd4194040a10fd51833e418d49 \
-    --hash=sha256:9f7ebbcd14fe59494226453aed97c1070d83f8d24b6fc3a3bcf9a38092641c4a
-    # via rich
-markupsafe==3.0.3 \
-    --hash=sha256:0303439a41979d9e74d18ff5e2dd8c43ed6c6001fd40e5bf2e43f7bd9bbc523f \
-    --hash=sha256:068f375c472b3e7acbe2d5318dea141359e6900156b5b2ba06a30b169086b91a \
-    --hash=sha256:0bf2a864d67e76e5c9a34dc26ec616a66b9888e25e7b9460e1c76d3293bd9dbf \
-    --hash=sha256:0db14f5dafddbb6d9208827849fad01f1a2609380add406671a26386cdf15a19 \
-    --hash=sha256:0eb9ff8191e8498cca014656ae6b8d61f39da5f95b488805da4bb029cccbfbaf \
-    --hash=sha256:0f4b68347f8c5eab4a13419215bdfd7f8c9b19f2b25520968adfad23eb0ce60c \
-    --hash=sha256:1085e7fbddd3be5f89cc898938f42c0b3c711fdcb37d75221de2666af647c175 \
-    --hash=sha256:116bb52f642a37c115f517494ea5feb03889e04df47eeff5b130b1808ce7c219 \
-    --hash=sha256:12c63dfb4a98206f045aa9563db46507995f7ef6d83b2f68eda65c307c6829eb \
-    --hash=sha256:133a43e73a802c5562be9bbcd03d090aa5a1fe899db609c29e8c8d815c5f6de6 \
-    --hash=sha256:1353ef0c1b138e1907ae78e2f6c63ff67501122006b0f9abad68fda5f4ffc6ab \
-    --hash=sha256:15d939a21d546304880945ca1ecb8a039db6b4dc49b2c5a400387cdae6a62e26 \
-    --hash=sha256:177b5253b2834fe3678cb4a5f0059808258584c559193998be2601324fdeafb1 \
-    --hash=sha256:1872df69a4de6aead3491198eaf13810b565bdbeec3ae2dc8780f14458ec73ce \
-    --hash=sha256:1b4b79e8ebf6b55351f0d91fe80f893b4743f104bff22e90697db1590e47a218 \
-    --hash=sha256:1b52b4fb9df4eb9ae465f8d0c228a00624de2334f216f178a995ccdcf82c4634 \
-    --hash=sha256:1ba88449deb3de88bd40044603fafffb7bc2b055d626a330323a9ed736661695 \
-    --hash=sha256:1cc7ea17a6824959616c525620e387f6dd30fec8cb44f649e31712db02123dad \
-    --hash=sha256:218551f6df4868a8d527e3062d0fb968682fe92054e89978594c28e642c43a73 \
-    --hash=sha256:26a5784ded40c9e318cfc2bdb30fe164bdb8665ded9cd64d500a34fb42067b1c \
-    --hash=sha256:2713baf880df847f2bece4230d4d094280f4e67b1e813eec43b4c0e144a34ffe \
-    --hash=sha256:2a15a08b17dd94c53a1da0438822d70ebcd13f8c3a95abe3a9ef9f11a94830aa \
-    --hash=sha256:2f981d352f04553a7171b8e44369f2af4055f888dfb147d55e42d29e29e74559 \
-    --hash=sha256:32001d6a8fc98c8cb5c947787c5d08b0a50663d139f1305bac5885d98d9b40fa \
-    --hash=sha256:3524b778fe5cfb3452a09d31e7b5adefeea8c5be1d43c4f810ba09f2ceb29d37 \
-    --hash=sha256:3537e01efc9d4dccdf77221fb1cb3b8e1a38d5428920e0657ce299b20324d758 \
-    --hash=sha256:35add3b638a5d900e807944a078b51922212fb3dedb01633a8defc4b01a3c85f \
-    --hash=sha256:38664109c14ffc9e7437e86b4dceb442b0096dfe3541d7864d9cbe1da4cf36c8 \
-    --hash=sha256:3a7e8ae81ae39e62a41ec302f972ba6ae23a5c5396c8e60113e9066ef893da0d \
-    --hash=sha256:3b562dd9e9ea93f13d53989d23a7e775fdfd1066c33494ff43f5418bc8c58a5c \
-    --hash=sha256:457a69a9577064c05a97c41f4e65148652db078a3a509039e64d3467b9e7ef97 \
-    --hash=sha256:4bd4cd07944443f5a265608cc6aab442e4f74dff8088b0dfc8238647b8f6ae9a \
-    --hash=sha256:4e885a3d1efa2eadc93c894a21770e4bc67899e3543680313b09f139e149ab19 \
-    --hash=sha256:4faffd047e07c38848ce017e8725090413cd80cbc23d86e55c587bf979e579c9 \
-    --hash=sha256:509fa21c6deb7a7a273d629cf5ec029bc209d1a51178615ddf718f5918992ab9 \
-    --hash=sha256:5678211cb9333a6468fb8d8be0305520aa073f50d17f089b5b4b477ea6e67fdc \
-    --hash=sha256:591ae9f2a647529ca990bc681daebdd52c8791ff06c2bfa05b65163e28102ef2 \
-    --hash=sha256:5a7d5dc5140555cf21a6fefbdbf8723f06fcd2f63ef108f2854de715e4422cb4 \
-    --hash=sha256:69c0b73548bc525c8cb9a251cddf1931d1db4d2258e9599c28c07ef3580ef354 \
-    --hash=sha256:6b5420a1d9450023228968e7e6a9ce57f65d148ab56d2313fcd589eee96a7a50 \
-    --hash=sha256:722695808f4b6457b320fdc131280796bdceb04ab50fe1795cd540799ebe1698 \
-    --hash=sha256:729586769a26dbceff69f7a7dbbf59ab6572b99d94576a5592625d5b411576b9 \
-    --hash=sha256:77f0643abe7495da77fb436f50f8dab76dbc6e5fd25d39589a0f1fe6548bfa2b \
-    --hash=sha256:795e7751525cae078558e679d646ae45574b47ed6e7771863fcc079a6171a0fc \
-    --hash=sha256:7be7b61bb172e1ed687f1754f8e7484f1c8019780f6f6b0786e76bb01c2ae115 \
-    --hash=sha256:7c3fb7d25180895632e5d3148dbdc29ea38ccb7fd210aa27acbd1201a1902c6e \
-    --hash=sha256:7e68f88e5b8799aa49c85cd116c932a1ac15caaa3f5db09087854d218359e485 \
-    --hash=sha256:83891d0e9fb81a825d9a6d61e3f07550ca70a076484292a70fde82c4b807286f \
-    --hash=sha256:8485f406a96febb5140bfeca44a73e3ce5116b2501ac54fe953e488fb1d03b12 \
-    --hash=sha256:8709b08f4a89aa7586de0aadc8da56180242ee0ada3999749b183aa23df95025 \
-    --hash=sha256:8f71bc33915be5186016f675cd83a1e08523649b0e33efdb898db577ef5bb009 \
-    --hash=sha256:915c04ba3851909ce68ccc2b8e2cd691618c4dc4c4232fb7982bca3f41fd8c3d \
-    --hash=sha256:949b8d66bc381ee8b007cd945914c721d9aba8e27f71959d750a46f7c282b20b \
-    --hash=sha256:94c6f0bb423f739146aec64595853541634bde58b2135f27f61c1ffd1cd4d16a \
-    --hash=sha256:9a1abfdc021a164803f4d485104931fb8f8c1efd55bc6b748d2f5774e78b62c5 \
-    --hash=sha256:9b79b7a16f7fedff2495d684f2b59b0457c3b493778c9eed31111be64d58279f \
-    --hash=sha256:a320721ab5a1aba0a233739394eb907f8c8da5c98c9181d1161e77a0c8e36f2d \
-    --hash=sha256:a4afe79fb3de0b7097d81da19090f4df4f8d3a2b3adaa8764138aac2e44f3af1 \
-    --hash=sha256:ad2cf8aa28b8c020ab2fc8287b0f823d0a7d8630784c31e9ee5edea20f406287 \
-    --hash=sha256:b8512a91625c9b3da6f127803b166b629725e68af71f8184ae7e7d54686a56d6 \
-    --hash=sha256:bc51efed119bc9cfdf792cdeaa4d67e8f6fcccab66ed4bfdd6bde3e59bfcbb2f \
-    --hash=sha256:bdc919ead48f234740ad807933cdf545180bfbe9342c2bb451556db2ed958581 \
-    --hash=sha256:bdd37121970bfd8be76c5fb069c7751683bdf373db1ed6c010162b2a130248ed \
-    --hash=sha256:be8813b57049a7dc738189df53d69395eba14fb99345e0a5994914a3864c8a4b \
-    --hash=sha256:c0c0b3ade1c0b13b936d7970b1d37a57acde9199dc2aecc4c336773e1d86049c \
-    --hash=sha256:c47a551199eb8eb2121d4f0f15ae0f923d31350ab9280078d1e5f12b249e0026 \
-    --hash=sha256:c4ffb7ebf07cfe8931028e3e4c85f0357459a3f9f9490886198848f4fa002ec8 \
-    --hash=sha256:ccfcd093f13f0f0b7fdd0f198b90053bf7b2f02a3927a30e63f3ccc9df56b676 \
-    --hash=sha256:d2ee202e79d8ed691ceebae8e0486bd9a2cd4794cec4824e1c99b6f5009502f6 \
-    --hash=sha256:d53197da72cc091b024dd97249dfc7794d6a56530370992a5e1a08983ad9230e \
-    --hash=sha256:d6dd0be5b5b189d31db7cda48b91d7e0a9795f31430b7f271219ab30f1d3ac9d \
-    --hash=sha256:d88b440e37a16e651bda4c7c2b930eb586fd15ca7406cb39e211fcff3bf3017d \
-    --hash=sha256:de8a88e63464af587c950061a5e6a67d3632e36df62b986892331d4620a35c01 \
-    --hash=sha256:df2449253ef108a379b8b5d6b43f4b1a8e81a061d6537becd5582fba5f9196d7 \
-    --hash=sha256:e1c1493fb6e50ab01d20a22826e57520f1284df32f2d8601fdd90b6304601419 \
-    --hash=sha256:e1cf1972137e83c5d4c136c43ced9ac51d0e124706ee1c8aa8532c1287fa8795 \
-    --hash=sha256:e2103a929dfa2fcaf9bb4e7c091983a49c9ac3b19c9061b6d5427dd7d14d81a1 \
-    --hash=sha256:e56b7d45a839a697b5eb268c82a71bd8c7f6c94d6fd50c3d577fa39a9f1409f5 \
-    --hash=sha256:e8afc3f2ccfa24215f8cb28dcf43f0113ac3c37c2f0f0806d8c70e4228c5cf4d \
-    --hash=sha256:e8fc20152abba6b83724d7ff268c249fa196d8259ff481f3b1476383f8f24e42 \
-    --hash=sha256:eaa9599de571d72e2daf60164784109f19978b327a3910d3e9de8c97b5b70cfe \
-    --hash=sha256:ec15a59cf5af7be74194f7ab02d0f59a62bdcf1a537677ce67a2537c9b87fcda \
-    --hash=sha256:f190daf01f13c72eac4efd5c430a8de82489d9cff23c364c3ea822545032993e \
-    --hash=sha256:f34c41761022dd093b4b6896d4810782ffbabe30f2d443ff5f083e0cbbb8c737 \
-    --hash=sha256:f3e98bb3798ead92273dc0e5fd0f31ade220f59a266ffd8a4f6065e0a3ce0523 \
-    --hash=sha256:f42d0984e947b8adf7dd6dde396e720934d12c506ce84eea8476409563607591 \
-    --hash=sha256:f71a396b3bf33ecaa1626c255855702aca4d3d9fea5e051b41ac59a9c1c41edc \
-    --hash=sha256:f9e130248f4462aaa8e2552d547f36ddadbeaa573879158d721bbd33dfe4743a \
-    --hash=sha256:fed51ac40f757d41b7c48425901843666a6677e3e8eb0abcff09e4ba6e664f50
-    # via jinja2
-matplotlib-inline==0.2.2 \
-    --hash=sha256:3c821cf1c209f59fb2d2d64abbf5b23b67bcb2210d663f9918dd851c6da1fcf6 \
-    --hash=sha256:72f3fe8fce36b70d4a5b612f899090cd0401deddc4ea90e1572b9f4bfb058c79
-    # via ipython
-mdurl==0.1.2 \
-    --hash=sha256:84008a41e51615a49fc9966191ff91509e3c40b939176e643fd50a5c2196b8f8 \
-    --hash=sha256:bb413d29f5eea38f31dd4754dd7377d4465116fb207585f97bf925588687c1ba
-    # via markdown-it-py
-microdf-python==1.3.0 \
-    --hash=sha256:e17757a198648108eae24f39384e27b5ae8061acf1b43fa56520010dc00a7b55 \
-    --hash=sha256:f352fe32c25a4fd6d6188ef6aaca0214b53b29a8a7913aca6af0362dd9c922bd
-    # via
-    #   policyengine
-    #   policyengine-core
-    #   policyengine-us
-msgpack==1.1.2 \
-    --hash=sha256:0051fffef5a37ca2cd16978ae4f0aef92f164df86823871b5162812bebecd8e2 \
-    --hash=sha256:04fb995247a6e83830b62f0b07bf36540c213f6eac8e851166d8d86d83cbd014 \
-    --hash=sha256:180759d89a057eab503cf62eeec0aa61c4ea1200dee709f3a8e9397dbb3b6931 \
-    --hash=sha256:1d1418482b1ee984625d88aa9585db570180c286d942da463533b238b98b812b \
-    --hash=sha256:1de460f0403172cff81169a30b9a92b260cb809c4cb7e2fc79ae8d0510c78b6b \
-    --hash=sha256:1fdf7d83102bf09e7ce3357de96c59b627395352a4024f6e2458501f158bf999 \
-    --hash=sha256:1fff3d825d7859ac888b0fbda39a42d59193543920eda9d9bea44d958a878029 \
-    --hash=sha256:283ae72fc89da59aa004ba147e8fc2f766647b1251500182fac0350d8af299c0 \
-    --hash=sha256:2929af52106ca73fcb28576218476ffbb531a036c2adbcf54a3664de124303e9 \
-    --hash=sha256:2e86a607e558d22985d856948c12a3fa7b42efad264dca8a3ebbcfa2735d786c \
-    --hash=sha256:350ad5353a467d9e3b126d8d1b90fe05ad081e2e1cef5753f8c345217c37e7b8 \
-    --hash=sha256:354e81bcdebaab427c3df4281187edc765d5d76bfb3a7c125af9da7a27e8458f \
-    --hash=sha256:365c0bbe981a27d8932da71af63ef86acc59ed5c01ad929e09a0b88c6294e28a \
-    --hash=sha256:372839311ccf6bdaf39b00b61288e0557916c3729529b301c52c2d88842add42 \
-    --hash=sha256:3b60763c1373dd60f398488069bcdc703cd08a711477b5d480eecc9f9626f47e \
-    --hash=sha256:41d1a5d875680166d3ac5c38573896453bbbea7092936d2e107214daf43b1d4f \
-    --hash=sha256:42eefe2c3e2af97ed470eec850facbe1b5ad1d6eacdbadc42ec98e7dcf68b4b7 \
-    --hash=sha256:446abdd8b94b55c800ac34b102dffd2f6aa0ce643c55dfc017ad89347db3dbdb \
-    --hash=sha256:454e29e186285d2ebe65be34629fa0e8605202c60fbc7c4c650ccd41870896ef \
-    --hash=sha256:4efd7b5979ccb539c221a4c4e16aac1a533efc97f3b759bb5a5ac9f6d10383bf \
-    --hash=sha256:5559d03930d3aa0f3aacb4c42c776af1a2ace2611871c84a75afe436695e6245 \
-    --hash=sha256:5928604de9b032bc17f5099496417f113c45bc6bc21b5c6920caf34b3c428794 \
-    --hash=sha256:59415c6076b1e30e563eb732e23b994a61c159cec44deaf584e5cc1dd662f2af \
-    --hash=sha256:5a46bf7e831d09470ad92dff02b8b1ac92175ca36b087f904a0519857c6be3ff \
-    --hash=sha256:602b6740e95ffc55bfb078172d279de3773d7b7db1f703b2f1323566b878b90e \
-    --hash=sha256:61c8aa3bd513d87c72ed0b37b53dd5c5a0f58f2ff9f26e1555d3bd7948fb7296 \
-    --hash=sha256:67016ae8c8965124fdede9d3769528ad8284f14d635337ffa6a713a580f6c030 \
-    --hash=sha256:6bde749afe671dc44893f8d08e83bf475a1a14570d67c4bb5cec5573463c8833 \
-    --hash=sha256:6c15b7d74c939ebe620dd8e559384be806204d73b4f9356320632d783d1f7939 \
-    --hash=sha256:70a0dff9d1f8da25179ffcf880e10cf1aad55fdb63cd59c9a49a1b82290062aa \
-    --hash=sha256:70c5a7a9fea7f036b716191c29047374c10721c389c21e9ffafad04df8c52c90 \
-    --hash=sha256:7bc8813f88417599564fafa59fd6f95be417179f76b40325b500b3c98409757c \
-    --hash=sha256:80a0ff7d4abf5fecb995fcf235d4064b9a9a8a40a3ab80999e6ac1e30b702717 \
-    --hash=sha256:86f8136dfa5c116365a8a651a7d7484b65b13339731dd6faebb9a0242151c406 \
-    --hash=sha256:897c478140877e5307760b0ea66e0932738879e7aa68144d9b78ea4c8302a84a \
-    --hash=sha256:8b696e83c9f1532b4af884045ba7f3aa741a63b2bc22617293a2c6a7c645f251 \
-    --hash=sha256:8e22ab046fa7ede9e36eeb4cfad44d46450f37bb05d5ec482b02868f451c95e2 \
-    --hash=sha256:94fd7dc7d8cb0a54432f296f2246bc39474e017204ca6f4ff345941d4ed285a7 \
-    --hash=sha256:99e2cb7b9031568a2a5c73aa077180f93dd2e95b4f8d3b8e14a73ae94a9e667e \
-    --hash=sha256:9ade919fac6a3e7260b7f64cea89df6bec59104987cbea34d34a2fa15d74310b \
-    --hash=sha256:9fba231af7a933400238cb357ecccf8ab5d51535ea95d94fc35b7806218ff844 \
-    --hash=sha256:a465f0dceb8e13a487e54c07d04ae3ba131c7c5b95e2612596eafde1dccf64a9 \
-    --hash=sha256:a605409040f2da88676e9c9e5853b3449ba8011973616189ea5ee55ddbc5bc87 \
-    --hash=sha256:a668204fa43e6d02f89dbe79a30b0d67238d9ec4c5bd8a940fc3a004a47b721b \
-    --hash=sha256:a7787d353595c7c7e145e2331abf8b7ff1e6673a6b974ded96e6d4ec09f00c8c \
-    --hash=sha256:a8f6e7d30253714751aa0b0c84ae28948e852ee7fb0524082e6716769124bc23 \
-    --hash=sha256:ad09b984828d6b7bb52d1d1d0c9be68ad781fa004ca39216c8a1e63c0f34ba3c \
-    --hash=sha256:bafca952dc13907bdfdedfc6a5f579bf4f292bdd506fadb38389afa3ac5b208e \
-    --hash=sha256:be52a8fc79e45b0364210eef5234a7cf8d330836d0a64dfbb878efa903d84620 \
-    --hash=sha256:be5980f3ee0e6bd44f3a9e9dea01054f175b50c3e6cdb692bc9424c0bbb8bf69 \
-    --hash=sha256:c63eea553c69ab05b6747901b97d620bb2a690633c77f23feb0c6a947a8a7b8f \
-    --hash=sha256:d198d275222dc54244bf3327eb8cbe00307d220241d9cec4d306d49a44e85f68 \
-    --hash=sha256:d62ce1f483f355f61adb5433ebfd8868c5f078d1a52d042b0a998682b4fa8c27 \
-    --hash=sha256:d99ef64f349d5ec3293688e91486c5fdb925ed03807f64d98d205d2713c60b46 \
-    --hash=sha256:db6192777d943bdaaafb6ba66d44bf65aa0e9c5616fa1d2da9bb08828c6b39aa \
-    --hash=sha256:e23ce8d5f7aa6ea6d2a2b326b4ba46c985dbb204523759984430db7114f8aa00 \
-    --hash=sha256:e64c8d2f5e5d5fda7b842f55dec6133260ea8f53c4257d64494c534f306bf7a9 \
-    --hash=sha256:e69b39f8c0aa5ec24b57737ebee40be647035158f14ed4b40e6f150077e21a84 \
-    --hash=sha256:ea5405c46e690122a76531ab97a079e184c0daf491e588592d6a23d3e32af99e \
-    --hash=sha256:f2cb069d8b981abc72b41aea1c580ce92d57c673ec61af4c500153a626cb9e20 \
-    --hash=sha256:fac4be746328f90caa3cd4bc67e6fe36ca2bf61d5c6eb6d895b6527e3f05071e \
-    --hash=sha256:fffee09044073e69f2bad787071aeec727183e7580443dfeb8556cbf1978d162
-    # via blosc2
-ndindex==1.10.1 \
-    --hash=sha256:03cf1e6cdac876bd8fc92d3b65bb223496b1581d10eab3ba113f7c195121a959 \
-    --hash=sha256:046c1e88d46b2bd2fd3483e06d27b4e85132b55bc693f2fca2db0bb56eea1e78 \
-    --hash=sha256:08bfdc1f7a0b408d15b3ce61d141ebbebdb47a25341967e425e104c5bd512a5c \
-    --hash=sha256:092b92c07690292ec7c6b266c38d7e63d254ec8d913ed06f2a8e16103eb7861a \
-    --hash=sha256:0ad8e060b26568c4e67c7b1dc2bc64e28597afdaabd7d63f98f655bfe2daa644 \
-    --hash=sha256:0f6113c1f031248f8818cbee1aa92aa3c9472b7701debcce9fddebcd2f610f11 \
-    --hash=sha256:157b5c34a1b779f5d27b790d9bd7e7b156d284e76be83c591a3ba003984f4956 \
-    --hash=sha256:1827a40301405b44ad709e388c5b48cf35cd90a67f77e63f0f17d87f6000fa81 \
-    --hash=sha256:1ae21b06235cb0884e97cf672780c170449baa0314085595cfe751705fa352de \
-    --hash=sha256:23d35696f802548143b5cc199bf2f171efb0061aa7934959251dd3bae56d038c \
-    --hash=sha256:27385939f317b55773ea53f6bf9334810cf1d66206034c0a6a6f2a88f2001c3c \
-    --hash=sha256:27a7729a4d33df6b96f7d5edff281d2b987bbe6545031c5eb606b95c47694f54 \
-    --hash=sha256:28741daca5926adff402247cd406f453ed5bb6042e82d6855938f805190e5ce9 \
-    --hash=sha256:2d6442ecce9b395aade5e9f2431e169e01393953a069f6d2d53a63b6c94d1d06 \
-    --hash=sha256:3307817bdc92846b18f309fae3582856f567dd6e0742fb0b41ac68682bfc4e2a \
-    --hash=sha256:346a4bf09f5771548665c8206e81daadb6b9925d409746e709894bdd98adc701 \
-    --hash=sha256:37f87f0e7690ae0324334740e0661d6297f2e62c9bf925127d249fb7eddd0ad8 \
-    --hash=sha256:3b0d9ce2c8488444499ab6d40e92e09867bf4413f5cf04c01635de923f44aa67 \
-    --hash=sha256:3ce3bd0882572269ca09285112cf38ce84baa2aaa5891551af968ca7c18f84bb \
-    --hash=sha256:4cea15cff221e76abd12e3e940c26124184735cf421c229307f5db6742e14dd7 \
-    --hash=sha256:588e8875d836a93b3cd9af482c8074bb02288ae1aff92cf277e1f02d9ae0f992 \
-    --hash=sha256:59a3222befc0f7cdc85fb9b90a567ae890f70a864bdeb660517e9ebcb36bf1bc \
-    --hash=sha256:5c026dbbf2455d97ce6456d8a50b349aee8fefa11027d020638c89e9be2c9c4c \
-    --hash=sha256:5c3634a8df43e7928122225a3d64d850c8957bd1edf2e403907deacb478af27b \
-    --hash=sha256:6928e47fb008903f2e41309b7ff1e59b16abbcd59e2e945454571c28b2433c9e \
-    --hash=sha256:72af787dcee3661f36fff9d144d989aacefe32e2c8b51ceef9babd46afb93a18 \
-    --hash=sha256:752e78a5e87911ded117c57a7246596f26c9c6da066de3c2b533b3db694949bb \
-    --hash=sha256:777bb6fa1dc72527fb43744b8c1499ca86e8e110b238d7aad6a686489c23d3bd \
-    --hash=sha256:78bfe25941d2dac406391ddd9baf0b0fce163807b98ecc2c47a3030ee8466319 \
-    --hash=sha256:78ce45106ebf67aeba99714818c721d8fd5fb9534daebd2565665a2d64b50fc9 \
-    --hash=sha256:7da34a78410c14341d5fff73be5ce924bd36500bf7f640fc59b8607d3a0df95e \
-    --hash=sha256:8644c76e74c0fbbdaa54752de30b7c6b98b1e8f6c05f0c6228632a29c862d83f \
-    --hash=sha256:87f83e8c35a7f49a68cd3a3054c406e6c22f8c1315f3905f7a778c657669187e \
-    --hash=sha256:890bb92f0a779e6f16bdbcc8bd2e06c32bcc0239e5893ba246114eb924aecaaa \
-    --hash=sha256:8ff1558ddbfedcecd1f6ed7777530917ad08f9c253fcaa8b7152a7aa4ca0264f \
-    --hash=sha256:9599fcb7411ffe601c367f0a5d4bc0ed588e3e7d9dc7604bdb32c8f669456b9e \
-    --hash=sha256:967b87b88dadb62555ec1039695c347254eccb8ca3d124c0e5dbe084c525fa93 \
-    --hash=sha256:9b5297f207ebc068c7cdf9e3cd7b95aa5c9ec04295d0a7e56b529f66787d4685 \
-    --hash=sha256:9d581f931e61f182478f18bdf5edd3955899df5da4892ed0d5de547a4cfd5b6f \
-    --hash=sha256:9fdf3ca16efcdfbb8800aa88fbab1bc6528e6a0504bcb9cf7af4cb9d50e9f5d9 \
-    --hash=sha256:a91e1a0398120233d5c3b23ccb2d4b78e970d66136f1a7221fa9a53873c3d5c5 \
-    --hash=sha256:a9a211ec2198994cb3600cd46adb335a740f27e4d406b40d48ed7b98d2d2a89b \
-    --hash=sha256:ae73cd2d66b09ef2f2a7d7f93bad396d6abf168d1ee825e403c6c5fb8ae1341c \
-    --hash=sha256:bada24abee6bc6ca438b2e6b68a752fc9b58b67bdcb54008e2bc6330ecb0a777 \
-    --hash=sha256:bc236d1612714cbd80610cf25a6ef92584ff1402e9d5a5c50e926195716f7d22 \
-    --hash=sha256:c5e9762452b163e33cfb6e821f86e45ba0b53bdfcd23ab5d57b48a8f566898cb \
-    --hash=sha256:c65ca639a7abf72d79f22424f4abd18dece1f289a2b7b028a0ca455edd2168d4 \
-    --hash=sha256:c67dde588c0fb89d872931a4ed5f9b4d21c1c70a3d92fdf0812a1de154239816 \
-    --hash=sha256:c9dd58d91220b1c1fe516324bfcf4114566c98e84b1cbbe416abe345c75bd557 \
-    --hash=sha256:cb76e0f3f235d8b1c768b17e771de48775d281713795c3aa045e8114ad61bdda \
-    --hash=sha256:cdb86a4176f2ae23bd4bcd0401ca35d5dad2d1ed0d0dca1ff64480ebe41b75d9 \
-    --hash=sha256:cf5855881884b8467dfcf45764ccf2e4279075be14b155b89c96994bb08d2e6f \
-    --hash=sha256:cf80241b40adffdc3276b2c9fb63a96c6c98b4a9d941892738de8add65083962 \
-    --hash=sha256:cf9e05986b2eb8c5993bce0f911d6cedd15bda30b5e35dd354b1ad1f4cc3599d \
-    --hash=sha256:d0ebdba2fade3f6916fe21fd49e2a0935af4f58c56100a60f3f2eb26e20baee7 \
-    --hash=sha256:dc7ebdbd465d25f29a9cd7ba31c304172351fc85626835385bcb72807d309a9a \
-    --hash=sha256:e2ad917bcdf8dc5ba1e21f01054c991d26862d4d01c3c203a50e907096d558ac \
-    --hash=sha256:e69a2cb1ac7be955c3c77f1def83f410775a81525c9ce2d4c0a3f2a61589ed47 \
-    --hash=sha256:e81a9bd36fe054b6c9fcc53d26bc9a28cf15d1ab52a0f5b854f894116f3a54e1 \
-    --hash=sha256:e851990a68937db5f485cd9f3e760c1fd47fa0f2a99f63a5e2cc880908faf3bb \
-    --hash=sha256:ef3ef22390a892d16286505083ee5b326317b21c255a0c7f744b1290a0b964a6 \
-    --hash=sha256:f77c4fd3f34c53037678020ab4e060da4bbdcae3a428797c7cbec69a6785dc93 \
-    --hash=sha256:f99b3e89220da3244d03c9c5473669c7107d361c129fd9b064622744dee1ce15 \
-    --hash=sha256:fa60637dfae1ee3fc057e420a52cc4ace38cf2c0d1a0451af2a3cba84d281842 \
-    --hash=sha256:fe5341e24dc992b09c258456ac90a09a6d25efdc2cb86dcc91d32c8891e1df9a
-    # via blosc2
-networkx==3.6.1 \
-    --hash=sha256:26b7c357accc0c8cde558ad486283728b65b6a95d85ee1cd66bafab4c8168509 \
-    --hash=sha256:d47fbf302e7d9cbbb9e2555a0d267983d2aa476bac30e90dfbe5669bd57f3762
-    # via pyvis
-numexpr==2.14.1 \
-    --hash=sha256:03130afa04edf83a7b590d207444f05a00363c9b9ea5d81c0f53b1ea13fad55a \
-    --hash=sha256:05f9366d23a2e991fd5a8b5e61a17558f028ba86158a4552f8f239b005cdf83c \
-    --hash=sha256:06855053de7a3a8425429bd996e8ae3c50b57637ad3e757e0fa0602a7874be30 \
-    --hash=sha256:09078ba73cffe94745abfbcc2d81ab8b4b4e9d7bfbbde6cac2ee5dbf38eee222 \
-    --hash=sha256:0d1dcbdc4d0374c0d523cee2f94f06b001623cbc1fd163612841017a3495427c \
-    --hash=sha256:15015d47d3d1487072d58c0e7682ef2eb608321e14099c39d52e2dd689483611 \
-    --hash=sha256:1f1a5e817c534539351aa75d26088e9e1e0ef1b3a6ab484047618a652ccc4fc3 \
-    --hash=sha256:2773ee1133f77009a1fc2f34fe236f3d9823779f5f75450e183137d49f00499f \
-    --hash=sha256:2a381e5e919a745c9503bcefffc1c7f98c972c04ec58fc8e999ed1a929e01ba6 \
-    --hash=sha256:2d03fcb4644a12f70a14d74006f72662824da5b6128bf1bcd10cc3ed80e64c34 \
-    --hash=sha256:2eac7a5a2f70b3768c67056445d1ceb4ecd9b853c8eda9563823b551aeaa5082 \
-    --hash=sha256:33265294376e7e2ae4d264d75b798a915d2acf37b9dd2b9405e8b04f84d05cfc \
-    --hash=sha256:36f8d5c1bd1355df93b43d766790f9046cccfc1e32b7c6163f75bcde682cda07 \
-    --hash=sha256:3a2839efa25f3c8d4133252ea7342d8f81226c7c4dda81f97a57e090b9d87a48 \
-    --hash=sha256:439ec4d57b853792ebe5456e3160312281c3a7071ecac5532ded3278ede614de \
-    --hash=sha256:44f84e0e5af219dbb62a081606156420815890e041b87252fbcea5df55214c4c \
-    --hash=sha256:47041f2f7b9e69498fb311af672ba914a60e6e6d804011caacb17d66f639e659 \
-    --hash=sha256:4be00b1086c7b7a5c32e31558122b7b80243fe098579b170967da83f3152b48b \
-    --hash=sha256:538961096c2300ea44240209181e31fae82759d26b51713b589332b9f2a4117e \
-    --hash=sha256:557887ad7f5d3c2a40fd7310e50597045a68e66b20a77b3f44d7bc7608523b4b \
-    --hash=sha256:587c41509bc373dfb1fe6086ba55a73147297247bedb6d588cda69169fc412f2 \
-    --hash=sha256:5aedf38d4c0c19d3cecfe0334c3f4099fb496f54c146223d30fa930084bc8574 \
-    --hash=sha256:638dce8320f4a1483d5ca4fda69f60a70ed7e66be6e68bc23fb9f1a6b78a9e3b \
-    --hash=sha256:64ae5dfd62d74a3ef82fe0b37f80527247f3626171ad82025900f46ffca4b39a \
-    --hash=sha256:67ea4771029ce818573b1998f5ca416bd255156feea017841b86176a938f7d19 \
-    --hash=sha256:6e575fd3ad41ddf3355d0c7ef6bd0168619dc1779a98fe46693cad5e95d25e6e \
-    --hash=sha256:70d80fcb418a54ca208e9a38e58ddc425c07f66485176b261d9a67c7f2864f73 \
-    --hash=sha256:75440c54fc01e130396650fdf307aa9d41a67dc06ddbfb288971b591c13a395b \
-    --hash=sha256:76db0bc6267e591ab9c4df405ffb533598e4c88239db7338d11ae9e4b368a85a \
-    --hash=sha256:790447be6879a6c51b9545f79612d24c9ea0a41d537a84e15e6a8ddef0b6268e \
-    --hash=sha256:7e87f6d203ac57239de32261c941e9748f9309cbc0da6295eabd0c438b920d3a \
-    --hash=sha256:823cd82c8e7937981339f634e7a9c6a92cb2d0b9d0a5cf627a5e394fffc05377 \
-    --hash=sha256:83647d846d3eeeb9a9255311236135286728b398d0d41d35dedb532dca807fe9 \
-    --hash=sha256:91ebae0ab18c799b0e6b8c5a8d11e1fa3848eb4011271d99848b297468a39430 \
-    --hash=sha256:94c711f6d8f17dfb4606842b403699603aa591ab9f6bf23038b488ea9cfb0f09 \
-    --hash=sha256:955c92b064f9074d2970cf3138f5e3b965be673b82024962ed526f39bc25a920 \
-    --hash=sha256:9f9137f1351b310436662b5dc6f4082a245efa8950c3b0d9008028df92fefb9b \
-    --hash=sha256:9fdcd4735121658a313f878fd31136d1bfc6a5b913219e7274e9fca9f8dac3bb \
-    --hash=sha256:a40b350cd45b4446076fa11843fa32bbe07024747aeddf6d467290bf9011b392 \
-    --hash=sha256:a4ba71db47ea99c659d88ee6233fa77b6dc83392f1d324e0c90ddf617ae3f421 \
-    --hash=sha256:af111c8fe6fc55d15e4c7cab11920fc50740d913636d486545b080192cd0ad73 \
-    --hash=sha256:c5f1b1605695778896534dfc6e130d54a65cd52be7ed2cd0cfee3981fd676bf5 \
-    --hash=sha256:d08856cfc1b440eb1caaa60515235369654321995dd68eb9377577392020f6cb \
-    --hash=sha256:d0fab3fd06a04f6b86102552b26aa5d85e20ac7d8296c15764c726eeabae6cc8 \
-    --hash=sha256:d686dfb2c1382d9e6e0ee0b7647f943c1886dba3adbf606c625479f35f1956c1 \
-    --hash=sha256:db78fa0c9fcbaded3ae7453faf060bd7a18b0dc10299d7fcd02d9362be1213ed \
-    --hash=sha256:dce0b5a0447baa7b44bc218ec2d7dcd175b8eee6083605293349c0c1d9b82fb6 \
-    --hash=sha256:dd72d8c2a165fe45ea7650b16eb8cc1792a94a722022006bb97c86fe51fd2091 \
-    --hash=sha256:dde9fa47ed319e1e1728940a539df3cb78326b7754bc7c6ab3152afc91808f9b \
-    --hash=sha256:e23b87f744e04e302d82ac5e2189ae20a533566aec76a46885376e20b0645bf8 \
-    --hash=sha256:e9b2f957798c67a2428be96b04bce85439bed05efe78eb78e4c2ca43737578e7 \
-    --hash=sha256:ebe4980f9494b9f94d10d2e526edc29e72516698d3bf95670ba79415492212a4 \
-    --hash=sha256:ec368819502b64f190c3f71be14a304780b5935c42aae5bf22c27cc2cbba70b5 \
-    --hash=sha256:ede79f7ff06629f599081de644546ce7324f1581c09b0ac174da88a470d39c21 \
-    --hash=sha256:edea2f20c2040df8b54ee8ca8ebda63de9545b2112872466118e9df4d0ae99f3 \
-    --hash=sha256:eee6d4fbbbc368e6cdd0772734d6249128d957b3b8ad47a100789009f4de7083 \
-    --hash=sha256:fdd886f4b7dbaf167633ee396478f0d0aa58ea2f9e7ccc3c6431019623e8d68f
-    # via
-    #   blosc2
-    #   policyengine-core
-    #   tables
-numpy==2.4.4 \
-    --hash=sha256:07077278157d02f65c43b1b26a3886bce886f95d20aabd11f87932750dfb14ed \
-    --hash=sha256:08f2e31ed5e6f04b118e49821397f12767934cfdd12a1ce86a058f91e004ee50 \
-    --hash=sha256:0aec54fd785890ecca25a6003fd9a5aed47ad607bbac5cd64f836ad8666f4959 \
-    --hash=sha256:0d35aea54ad1d420c812bfa0385c71cd7cc5bcf7c65fed95fc2cd02fe8c79827 \
-    --hash=sha256:0d4e437e295f18ec29bc79daf55e8a47a9113df44d66f702f02a293d93a2d6dd \
-    --hash=sha256:0dfd3f9d3adbe2920b68b5cd3d51444e13a10792ec7154cd0a2f6e74d4ab3233 \
-    --hash=sha256:1378871da56ca8943c2ba674530924bb8ca40cd228358a3b5f302ad60cf875fc \
-    --hash=sha256:15716cfef24d3a9762e3acdf87e27f58dc823d1348f765bbea6bef8c639bfa1b \
-    --hash=sha256:19710a9ca9992d7174e9c52f643d4272dcd1558c5f7af7f6f8190f633bd651a7 \
-    --hash=sha256:23cbfd4c17357c81021f21540da84ee282b9c8fba38a03b7b9d09ba6b951421e \
-    --hash=sha256:2483e4584a1cb3092da4470b38866634bafb223cbcd551ee047633fd2584599a \
-    --hash=sha256:27a8d92cd10f1382a67d7cf4db7ce18341b66438bdd9f691d7b0e48d104c2a9d \
-    --hash=sha256:28a650663f7314afc3e6ec620f44f333c386aad9f6fc472030865dc0ebb26ee3 \
-    --hash=sha256:2aa0613a5177c264ff5921051a5719d20095ea586ca88cc802c5c218d1c67d3e \
-    --hash=sha256:2c194dd721e54ecad9ad387c1d35e63dce5c4450c6dc7dd5611283dda239aabb \
-    --hash=sha256:2d19e6e2095506d1736b7d80595e0f252d76b89f5e715c35e06e937679ea7d7a \
-    --hash=sha256:2d390634c5182175533585cc89f3608a4682ccb173cc9bb940b2881c8d6f8fa0 \
-    --hash=sha256:30caa73029a225b2d40d9fae193e008e24b2026b7ee1a867b7ee8d96ca1a448e \
-    --hash=sha256:42c16925aa5a02362f986765f9ebabf20de75cdefdca827d14315c568dcab113 \
-    --hash=sha256:45dbed2ab436a9e826e302fcdcbe9133f9b0006e5af7168afb8963a6520da103 \
-    --hash=sha256:4636de7fd195197b7535f231b5de9e4b36d2c440b6e566d2e4e4746e6af0ca93 \
-    --hash=sha256:4a19d9dba1a76618dd86b164d608566f393f8ec6ac7c44f0cc879011c45e65af \
-    --hash=sha256:4bbc7f303d125971f60ec0aaad5e12c62d0d2c925f0ab1273debd0e4ba37aba5 \
-    --hash=sha256:4d6d57903571f86180eb98f8f0c839fa9ebbfb031356d87f1361be91e433f5b7 \
-    --hash=sha256:4e874c976154687c1f71715b034739b45c7711bec81db01914770373d125e392 \
-    --hash=sha256:51fc224f7ca4d92656d5a5eb315f12eb5fe2c97a66249aa7b5f562528a3be38c \
-    --hash=sha256:58c8b5929fcb8287cbd6f0a3fae19c6e03a5c48402ae792962ac465224a629a4 \
-    --hash=sha256:5a285b3b96f951841799528cd1f4f01cd70e7e0204b4abebac9463eecfcf2a40 \
-    --hash=sha256:5c70f1cc1c4efbe316a572e2d8b9b9cc44e89b95f79ca3331553fbb63716e2bf \
-    --hash=sha256:62d6b0f03b694173f9fcb1fb317f7222fd0b0b103e784c6549f5e53a27718c44 \
-    --hash=sha256:6a246d5914aa1c820c9443ddcee9c02bec3e203b0c080349533fae17727dfd1b \
-    --hash=sha256:6aa3236c78803afbcb255045fbef97a9e25a1f6c9888357d205ddc42f4d6eba5 \
-    --hash=sha256:6bbe4eb67390b0a0265a2c25458f6b90a409d5d069f1041e6aff1e27e3d9a79e \
-    --hash=sha256:715d1c092715954784bc79e1174fc2a90093dc4dc84ea15eb14dad8abdcdeb74 \
-    --hash=sha256:72944b19f2324114e9dc86a159787333b77874143efcf89a5167ef83cfee8af0 \
-    --hash=sha256:81f4a14bee47aec54f883e0cad2d73986640c1590eb9bfaaba7ad17394481e6e \
-    --hash=sha256:846300f379b5b12cc769334464656bc882e0735d27d9726568bc932fdc49d5ec \
-    --hash=sha256:86b6f55f5a352b48d7fbfd2dbc3d5b780b2d79f4d3c121f33eb6efb22e9a2015 \
-    --hash=sha256:874f200b2a981c647340f841730fc3a2b54c9d940566a3c4149099591e2c4c3d \
-    --hash=sha256:8a87ec22c87be071b6bdbd27920b129b94f2fc964358ce38f3822635a3e2e03d \
-    --hash=sha256:8b3b60bb7cba2c8c81837661c488637eee696f59a877788a396d33150c35d842 \
-    --hash=sha256:8e3ed142f2728df44263aaf5fb1f5b0b99f4070c553a0d7f033be65338329150 \
-    --hash=sha256:93e15038125dc1e5345d9b5b68aa7f996ec33b98118d18c6ca0d0b7d6198b7e8 \
-    --hash=sha256:989824e9faf85f96ec9c7761cd8d29c531ad857bfa1daa930cba85baaecf1a9a \
-    --hash=sha256:99d838547ace2c4aace6c4f76e879ddfe02bb58a80c1549928477862b7a6d6ed \
-    --hash=sha256:9b2aec6af35c113b05695ebb5749a787acd63cafc83086a05771d1e1cd1e555f \
-    --hash=sha256:9c585a1790d5436a5374bac930dad6ed244c046ed91b2b2a3634eb2971d21008 \
-    --hash=sha256:a7164afb23be6e37ad90b2f10426149fd75aee07ca55653d2aa41e66c4ef697e \
-    --hash=sha256:ac6b31e35612a26483e20750126d30d0941f949426974cace8e6b5c58a3657b0 \
-    --hash=sha256:ad2e2ef14e0b04e544ea2fa0a36463f847f113d314aa02e5b402fdf910ef309e \
-    --hash=sha256:b268594bccac7d7cf5844c7732e3f20c50921d94e36d7ec9b79e9857694b1b2f \
-    --hash=sha256:b5f0362dc928a6ecd9db58868fca5e48485205e3855957bdedea308f8672ea4a \
-    --hash=sha256:ba1f4fc670ed79f876f70082eff4f9583c15fb9a4b89d6188412de4d18ae2f40 \
-    --hash=sha256:ba203255017337d39f89bdd58417f03c4426f12beed0440cfd933cb15f8669c7 \
-    --hash=sha256:c901b15172510173f5cb310eae652908340f8dede90fff9e3bf6c0d8dfd92f83 \
-    --hash=sha256:c9b39d38a9bd2ae1becd7eac1303d031c5c110ad31f2b319c6e7d98b135c934d \
-    --hash=sha256:d2a8490669bfe99a233298348acc2d824d496dee0e66e31b66a6022c2ad74a5c \
-    --hash=sha256:dddbbd259598d7240b18c9d87c56a9d2fb3b02fe266f49a7c101532e78c1d871 \
-    --hash=sha256:df3775294accfdd75f32c74ae39fcba920c9a378a2fc18a12b6820aa8c1fb502 \
-    --hash=sha256:e44319a2953c738205bf3354537979eaa3998ed673395b964c1176083dd46252 \
-    --hash=sha256:e4a010c27ff6f210ff4c6ef34394cd61470d01014439b192ec22552ee867f2a8 \
-    --hash=sha256:e823b8b6edc81e747526f70f71a9c0a07ac4e7ad13020aa736bb7c9d67196115 \
-    --hash=sha256:e892aff75639bbef0d2a2cfd55535510df26ff92f63c92cd84ef8d4ba5a5557f \
-    --hash=sha256:eea7ac5d2dce4189771cedb559c738a71512768210dc4e4753b107a2048b3d0e \
-    --hash=sha256:ef4059d6e5152fa1a39f888e344c73fdc926e1b2dd58c771d67b0acfbf2aa67d \
-    --hash=sha256:f169b9a863d34f5d11b8698ead99febeaa17a13ca044961aa8e2662a6c7766a0 \
-    --hash=sha256:f2cf083b324a467e1ab358c105f6cad5ea950f50524668a80c486ff1db24e119 \
-    --hash=sha256:f8474c4241bc18b750be2abea9d7a9ec84f46ef861dbacf86a4f6e043401f79e \
-    --hash=sha256:f983334aea213c99992053ede6168500e5f086ce74fbc4acc3f2b00f5762e9db \
-    --hash=sha256:f9e75681b59ddaa5e659898085ae0eaea229d054f2ac0c7e563a62205a700121 \
-    --hash=sha256:fbc356aae7adf9e6336d336b9c8111d390a05df88f1805573ebb0807bd06fd1d \
-    --hash=sha256:fcfe2045fd2e8f3cb0ce9d4ba6dba6333b8fa05bb8a4939c908cd43322d14c7e
-    # via
-    #   blosc2
-    #   h5py
-    #   microdf-python
-    #   numexpr
-    #   pandas
-    #   policyengine-core
-    #   spm-calculator
-    #   tables
-openpyxl==3.1.5 \
-    --hash=sha256:5282c12b107bffeef825f4617dc029afaf41d0ea60823bbb665ef3079dc79de2 \
-    --hash=sha256:cf0e3cf56142039133628b5acffe8ef0c12bc902d2aadd3e0fe5878dc08d1050
-    # via spm-calculator
-packaging==26.2 \
-    --hash=sha256:5fc45236b9446107ff2415ce77c807cee2862cb6fac22b8a73826d0693b0980e \
-    --hash=sha256:ff452ff5a3e828ce110190feff1178bb1f2ea2281fa2075aadb987c2fb221661
-    # via
-    #   huggingface-hub
-    #   plotly
-    #   policyengine
-    #   pytest
-    #   tables
-    #   wheel
-pandas==3.0.2 \
-    --hash=sha256:01f31a546acd5574ef77fe199bc90b55527c225c20ccda6601cf6b0fd5ed597c \
-    --hash=sha256:0555c5882688a39317179ab4a0ed41d3ebc8812ab14c69364bbee8fb7a3f6288 \
-    --hash=sha256:07a10f5c36512eead51bc578eb3354ad17578b22c013d89a796ab5eee90cd991 \
-    --hash=sha256:08504503f7101300107ecdc8df73658e4347586db5cfdadabc1592e9d7e7a0fd \
-    --hash=sha256:0f48afd9bb13300ffb5a3316973324c787054ba6665cda0da3fbd67f451995db \
-    --hash=sha256:140f0cffb1fa2524e874dde5b477d9defe10780d8e9e220d259b2c0874c89d9d \
-    --hash=sha256:232a70ebb568c0c4d2db4584f338c1577d81e3af63292208d615907b698a0f18 \
-    --hash=sha256:32cc41f310ebd4a296d93515fcac312216adfedb1894e879303987b8f1e2b97d \
-    --hash=sha256:339dda302bd8369dedeae979cb750e484d549b563c3f54f3922cb8ff4978c5eb \
-    --hash=sha256:4544c7a54920de8eeacaa1466a6b7268ecfbc9bc64ab4dbb89c6bbe94d5e0660 \
-    --hash=sha256:4d888a5c678a419a5bb41a2a93818e8ed9fd3172246555c0b37b7cc27027effd \
-    --hash=sha256:5371b72c2d4d415d08765f32d689217a43227484e81b2305b52076e328f6f482 \
-    --hash=sha256:57a07209bebcbcf768d2d13c9b78b852f9a15978dac41b9e6421a81ad4cdd276 \
-    --hash=sha256:5880314e69e763d4c8b27937090de570f1fb8d027059a7ada3f7f8e98bdcb677 \
-    --hash=sha256:5d3cfe227c725b1f3dff4278b43d8c784656a42a9325b63af6b1492a8232209e \
-    --hash=sha256:5fdbfa05931071aba28b408e59226186b01eb5e92bea2ab78b65863ca3228d84 \
-    --hash=sha256:60a80bb4feacbef5e1447a3f82c33209c8b7e07f28d805cfd1fb951e5cb443aa \
-    --hash=sha256:61c2fd96d72b983a9891b2598f286befd4ad262161a609c92dc1652544b46b76 \
-    --hash=sha256:63d141b56ef686f7f0d714cfb8de4e320475b86bf4b620aa0b7da89af8cbdbbb \
-    --hash=sha256:6c4d8458b97a35717b62469a4ea0e85abd5ed8687277f5ccfc67f8a5126f8c53 \
-    --hash=sha256:710246ba0616e86891b58ab95f2495143bb2bc83ab6b06747c74216f583a6ac9 \
-    --hash=sha256:734be7551687c00fbd760dc0522ed974f82ad230d4a10f54bf51b80d44a08702 \
-    --hash=sha256:7cadd7e9a44ec13b621aec60f9150e744cfc7a3dd32924a7e2f45edff31823b0 \
-    --hash=sha256:81526c4afd31971f8b62671442a4b2b51e0aa9acc3819c9f0f12a28b6fcf85f1 \
-    --hash=sha256:970762605cff1ca0d3f71ed4f3a769ea8f85fc8e6348f6e110b8fea7e6eb5a14 \
-    --hash=sha256:a3096110bf9eac0070b7208465f2740e2d8a670d5cb6530b5bb884eca495fd39 \
-    --hash=sha256:a4785e1d6547d8427c5208b748ae2efb64659a21bd82bf440d4262d02bfa02a4 \
-    --hash=sha256:a727a73cbdba2f7458dc82449e2315899d5140b449015d822f515749a46cbbe0 \
-    --hash=sha256:ae37e833ff4fed0ba352f6bdd8b73ba3ab3256a85e54edfd1ab51ae40cca0af8 \
-    --hash=sha256:aff4e6f4d722e0652707d7bcb190c445fe58428500c6d16005b02401764b1b3d \
-    --hash=sha256:b35d14bb5d8285d9494fe93815a9e9307c0876e10f1e8e89ac5b88f728ec8dcf \
-    --hash=sha256:b444dc64c079e84df91baa8bf613d58405645461cabca929d9178f2cd392398d \
-    --hash=sha256:b5329e26898896f06035241a626d7c335daa479b9bbc82be7c2742d048e41172 \
-    --hash=sha256:b5918ba197c951dec132b0c5929a00c0bf05d5942f590d3c10a807f6e15a57d3 \
-    --hash=sha256:b75c347eff42497452116ce05ef461822d97ce5b9ff8df6edacb8076092c855d \
-    --hash=sha256:c3b723df9087a9a9a840e263ebd9f88b64a12075d1bf2ea401a5a42f254f084d \
-    --hash=sha256:c934008c733b8bbea273ea308b73b3156f0181e5b72960790b09c18a2794fe1e \
-    --hash=sha256:d1478075142e83a5571782ad007fb201ed074bdeac7ebcc8890c71442e96adf7 \
-    --hash=sha256:d606a041c89c0a474a4702d532ab7e73a14fe35c8d427b972a625c8e46373668 \
-    --hash=sha256:db0dbfd2a6cdf3770aa60464d50333d8f3d9165b2f2671bcc299b72de5a6677b \
-    --hash=sha256:dbbd4aa20ca51e63b53bbde6a0fa4254b1aaabb74d2f542df7a7959feb1d760c \
-    --hash=sha256:dbc20dea3b9e27d0e66d74c42b2d0c1bed9c2ffe92adea33633e3bedeb5ac235 \
-    --hash=sha256:deeca1b5a931fdf0c2212c8a659ade6d3b1edc21f0914ce71ef24456ca7a6535 \
-    --hash=sha256:ed72cb3f45190874eb579c64fa92d9df74e98fd63e2be7f62bce5ace0ade61df \
-    --hash=sha256:ef8b27695c3d3dc78403c9a7d5e59a62d5464a7e1123b4e0042763f7104dc74f \
-    --hash=sha256:f12b1a9e332c01e09510586f8ca9b108fd631fd656af82e452d7315ef6df5f9f \
-    --hash=sha256:f4753e73e34c8d83221ba58f232433fca2748be8b18dbca02d242ed153945043 \
-    --hash=sha256:f8d68083e49e16b84734eb1a4dcae4259a75c90fb6e2251ab9a00b61120c06ab
-    # via
-    #   microdf-python
-    #   policyengine
-    #   policyengine-core
-    #   policyengine-us
-    #   spm-calculator
-parso==0.8.7 \
-    --hash=sha256:a8926eb2a1b915486941fdbd31e86a4baf88fe8c210f25f2f35ecec5b574ca1c \
-    --hash=sha256:eaaac4c9fdd5e9e8852dc778d2d7405897ec510f2a298071453e5e3a07914bb1
-    # via jedi
-pexpect==4.9.0 ; sys_platform != 'emscripten' and sys_platform != 'win32' \
-    --hash=sha256:7236d1e080e4936be2dc3e326cec0af72acf9212a7e1d060210e70a47e253523 \
-    --hash=sha256:ee7d41123f3c9911050ea2c2dac107568dc43b2d3b0c7557a33212c398ead30f
-    # via ipython
-plotly==5.24.1 \
-    --hash=sha256:dbc8ac8339d248a4bcc36e08a5659bacfe1b079390b8953533f4eb22169b4bae \
-    --hash=sha256:f67073a1e637eb0dc3e46324d9d51e2fe76e9727c892dde64ddf1e1b51f29089
-    # via policyengine-core
-pluggy==1.6.0 \
-    --hash=sha256:7dcc130b76258d33b90f61b658791dede3486c3e6bfb003ee5c9bfb396dd22f3 \
-    --hash=sha256:e920276dd6813095e9377c0bc5566d94c932c33b27a3e3945d8389c374dd4746
-    # via pytest
-policyengine==4.4.2 \
-    --hash=sha256:403303224e94665521f7d648a54918df8f28c56b97a83d29799d66cfd92bb7a2 \
-    --hash=sha256:8f3273f1908352b24b0958527899d2444ade515b7e5cf94c1fb7b798604099c2
-    # via -r /var/folders/qf/7fglpnr94wsc5xgbqkp80xbw0000gn/T/tmpmafme_10/requirements.in
-policyengine-core==3.26.1 \
-    --hash=sha256:185374b3c1fe13dc951637c49a9853211ca61a8a9971eb9cc4c4b07b1477240a \
-    --hash=sha256:dc4e3007bcd137cbe608042d067cedb889a9b8671db3d08c8e237f1ac3e324b4
-    # via
-    #   -r /var/folders/qf/7fglpnr94wsc5xgbqkp80xbw0000gn/T/tmpmafme_10/requirements.in
-    #   policyengine-us
-policyengine-us==1.687.0 \
-    --hash=sha256:cac7da3aa9ba4bf57009eee75d798217bbef7e1c5ca17646d472fad715ab634f \
-    --hash=sha256:eb73607fcc54d72429af3830456f83b9ec9dd84161b6cfa86402637dfeb19fa7
-    # via -r /var/folders/qf/7fglpnr94wsc5xgbqkp80xbw0000gn/T/tmpmafme_10/requirements.in
-prompt-toolkit==3.0.52 \
-    --hash=sha256:28cde192929c8e7321de85de1ddbe736f1375148b02f2e17edd840042b1be855 \
-    --hash=sha256:9aac639a3bbd33284347de5ad8d68ecc044b91a762dc39b7c21095fcd6a19955
-    # via ipython
-psutil==6.1.1 \
-    --hash=sha256:018aeae2af92d943fdf1da6b58665124897cfc94faa2ca92098838f83e1b1bca \
-    --hash=sha256:0bdd4eab935276290ad3cb718e9809412895ca6b5b334f5a9111ee6d9aff9377 \
-    --hash=sha256:1924e659d6c19c647e763e78670a05dbb7feaf44a0e9c94bf9e14dfc6ba50468 \
-    --hash=sha256:33431e84fee02bc84ea36d9e2c4a6d395d479c9dd9bba2376c1f6ee8f3a4e0b3 \
-    --hash=sha256:384636b1a64b47814437d1173be1427a7c83681b17a450bfc309a1953e329603 \
-    --hash=sha256:6d4281f5bbca041e2292be3380ec56a9413b790579b8e593b1784499d0005dac \
-    --hash=sha256:8be07491f6ebe1a693f17d4f11e69d0dc1811fa082736500f649f79df7735303 \
-    --hash=sha256:8df0178ba8a9e5bc84fed9cfa61d54601b371fbec5c8eebad27575f1e105c0d4 \
-    --hash=sha256:97f7cb9921fbec4904f522d972f0c0e1f4fabbdd4e0287813b21215074a0f160 \
-    --hash=sha256:9ccc4316f24409159897799b83004cb1e24f9819b0dcf9c0b68bdcb6cefee6a8 \
-    --hash=sha256:b6e06c20c05fe95a3d7302d74e7097756d4ba1247975ad6905441ae1b5b66003 \
-    --hash=sha256:c777eb75bb33c47377c9af68f30e9f11bc78e0f07fbf907be4a5d70b2fe5f030 \
-    --hash=sha256:ca9609c77ea3b8481ab005da74ed894035936223422dc591d6772b147421f777 \
-    --hash=sha256:cf8496728c18f2d0b45198f06895be52f36611711746b7f30c464b422b50e2f5 \
-    --hash=sha256:eaa912e0b11848c4d9279a93d7e2783df352b082f40111e078388701fd479e53 \
-    --hash=sha256:f35cfccb065fff93529d2afb4a2e89e363fe63ca1e4a5da22b603a85833c2649 \
-    --hash=sha256:fc0ed7fe2231a444fc219b9c42d0376e0a9a1a72f16c5cfa0f68d19f1a0663e8
-    # via
-    #   policyengine
-    #   policyengine-core
-ptyprocess==0.7.0 ; sys_platform != 'emscripten' and sys_platform != 'win32' \
-    --hash=sha256:4b41f3967fce3af57cc7e94b888626c18bf37a083e3651ca8feeb66d492fef35 \
-    --hash=sha256:5c5d0a3b48ceee0b48485e0c26037c0acd7d29765ca3fbb5cb3831d347423220
-    # via pexpect
-pure-eval==0.2.3 \
-    --hash=sha256:1db8e35b67b3d218d818ae653e27f06c3aa420901fa7b081ca98cbedc874e0d0 \
-    --hash=sha256:5f4e983f40564c576c7c8635ae88db5956bb2229d7e9237d03b3c0b0190eaf42
-    # via stack-data
-py-cpuinfo==9.0.0 \
-    --hash=sha256:3cdbbf3fac90dc6f118bfd64384f309edeadd902d7c8fb17f02ffa1fc3f49690 \
-    --hash=sha256:859625bc251f64e21f077d099d4162689c762b5d6a4c3c97553d56241c9674d5
-    # via tables
-pydantic==2.13.4 \
-    --hash=sha256:45a282cde31d808236fd7ea9d919b128653c8b38b393d1c4ab335c62924d9aba \
-    --hash=sha256:c40756b57adaa8b1efeeced5c196f3f3b7c435f90e84ea7f443901bec8099ef6
-    # via
-    #   blosc2
-    #   policyengine
-pydantic-core==2.46.4 \
-    --hash=sha256:00c603d540afdd6b80eb39f078f33ebd46211f02f33e34a32d9f053bba711de0 \
-    --hash=sha256:0186750b482eefa11d7f435892b09c5c606193ef3375bcf94aa00ae6bfb66262 \
-    --hash=sha256:041bde0a48fd37cf71cab1c9d56d3e8625a3793fef1f7dd232b3ff37e978ecda \
-    --hash=sha256:0c563b08bca408dc7f65f700633d8442fffb2421fc47b8101377e9fd65051ff0 \
-    --hash=sha256:0cbe8b01f948de4286c74cdd6c667aceb38f5c1e26f0693b3983d9d74887c65e \
-    --hash=sha256:0ce40cd7b21210e99342afafbd4d0f76d784eb5b1d60f3bdc566be4983c6c73b \
-    --hash=sha256:0e96592440881c74a213e5ad528e2b24d3d4f940de2766bed9010ab1d9e51594 \
-    --hash=sha256:10e17cbb10a330363733efc4d7c4d0dd827ac0909b8f6a6542298fed1ea62f29 \
-    --hash=sha256:133878133d271ade3d41d1bfb2a45ec38dbdbda40bc065921c6b04e4630127e2 \
-    --hash=sha256:14d4edf427bdcf950a8a02d7cb44a08614388dd6e1bdcbf4f67504fa7887da9c \
-    --hash=sha256:14f4c5d6db102bd796a627bbb3a17b4cf4574b9ae861d8b7c9a9661c6dd3362d \
-    --hash=sha256:17299feefe090f2caa5b8e37222bb5f663e4935a8bfa6931d4102e5df1a9f398 \
-    --hash=sha256:184c081504d17f1c1066e430e117142b2c77d9448a97f7b65c6ac9fd9aee238d \
-    --hash=sha256:18e5ceec2ab67e6d5f1a9085e5a24c9c4e2ac4545730bfe668680bca05e555f3 \
-    --hash=sha256:19e51f073cd3df251856a8a4189fbdf1de4012c3ebacfb1884f94f1eb406079f \
-    --hash=sha256:1a7dd0b3ee80d90150e3495a3a13ac34dbcbfd4f012996a6a1d8900e91b5c0fb \
-    --hash=sha256:1d8ba486450b14f3b1d63bc521d410ec7565e52f887b9fb671791886436a42f7 \
-    --hash=sha256:2108ba5c1c1eca18030634489dc544844144ee36357f2f9f780b93e7ddbb44b5 \
-    --hash=sha256:228ee9bae8bef5b1e97ec58302f80357c37199e0d0a99174e138d28e6957b9d9 \
-    --hash=sha256:23ace664830ee0bfe014a0c7bc248b1f7f25ed7ad103852c317624a1083af462 \
-    --hash=sha256:2412e734dcb48da14d4e4006b82b46b74f2518b8a26ee7e58c6844a6cd6d03c4 \
-    --hash=sha256:29c61fc04a3d840155ff08e475a04809278972fe6aef51e2720554e96367e34b \
-    --hash=sha256:2f84c03c8607173d16b5a854ec68a2f9079ae03237a54fb506d13af47e1d018d \
-    --hash=sha256:3009f12e4e90b7f88b4f9adb1b0c4a3d58fe7820f3238c190047209d148026df \
-    --hash=sha256:3245406455a5d98187ec35530fd772b1d799b26667980872c8d4614991e2c4a2 \
-    --hash=sha256:3447661d99f75a3683a4cf5c87da72f2161964611864dbbeac7fbb118bb4bfc0 \
-    --hash=sha256:372429a130e469c9cd698925ce5fc50940b7a1336b0d82038e63d5bbc4edc519 \
-    --hash=sha256:395aebd9183f9d112f569aeb5b2214d1a10a33bec8456447f7fbdfa51d38d4cd \
-    --hash=sha256:3a233125ac121aa3ffba9a2b59edfc4a985a76092dc8279586ab4b71390875e7 \
-    --hash=sha256:3be77f45df024d789a672ae34f8b06fb346c4f9f46ea714956660ea4862e89ac \
-    --hash=sha256:3bf92c5d0e00fefaab325a4d27828fe6b6e2a21848686b5b60d2d9eeb09d76c6 \
-    --hash=sha256:3ecbc122d18468d06ca279dc26a8c2e2d5acb10943bb35e36ae92096dc3b5565 \
-    --hash=sha256:3fb702cd90b0446a3a1c5e470bfa0dd23c0233b676a9099ddcc964fa6ca13898 \
-    --hash=sha256:428e04521a40150c85216fc8b85e8d39fece235a9cf5e383761238c7fa9b96fb \
-    --hash=sha256:432c179df7874eeb73307aad2df0755e1ae0efa61ff0ea89b93e194411ae3928 \
-    --hash=sha256:4a05d69cba51d852c5c3e92758653245a50c0b646ced0cf05bd793ed592839d6 \
-    --hash=sha256:4c63ebc82684aa89d9a3bcbd13d515b3be44250dc68dd3bd81526c1cb31286c3 \
-    --hash=sha256:4fc73cb559bdb54b1134a706a2802a4cddd27a0633f5abb7e53056268751ac6a \
-    --hash=sha256:4fcbe087dbc2068af7eda3aa87634eba216dbda64d1ae73c8684b621d33f6596 \
-    --hash=sha256:56cb4851bcaf3d117eddcef4fe66afd750a50274b0da8e22be256d10e5611987 \
-    --hash=sha256:5855698a4856556d86e8e6cd8434bc3ac0314ee8e12089ae0e143f64c6256e4e \
-    --hash=sha256:5a4330cdbc57162e4b3aa303f588ba752257694c9c9be3e7ebb11b4aca659b5d \
-    --hash=sha256:5b712b53160b79a5850310b912a5ef8e57e56947c8ad690c227f5c9d7e561712 \
-    --hash=sha256:5d5902252db0d3cedf8d4a1bc68f70eeb430f7e4c7104c8c476753519b423008 \
-    --hash=sha256:617d7e2ca7dcb8c5cf6bcb8c59b8832c94b36196bbf1cbd1bfb56ed341905edd \
-    --hash=sha256:62f875393d7f270851f20523dd2e29f082bcc82292d66db2b64ea71f64b6e1c1 \
-    --hash=sha256:633147d34cf4550417f12e2b1a0383973bdf5cdfde212cb09e9a581cf10820be \
-    --hash=sha256:66ce7632c22d837c95301830e111ad0128a32b8207533b60896a96c4915192ea \
-    --hash=sha256:6b3ace8194b0e5204818c92802dcdca7fc6d88aabbb799d7c795540d9cd6d292 \
-    --hash=sha256:6f2eeda33a839975441c86a4119e1383c50b47faf0cbb5176985565c6bb02c33 \
-    --hash=sha256:7027560ee92211647d0d34e3f7cd6f50da56399d26a9c8ad0da286d3869a53f3 \
-    --hash=sha256:7283d57845ecf5a163403eb0702dfc220cc4fbdd18919cb5ccea4f95ee1cdab4 \
-    --hash=sha256:7a5f930472650a82629163023e630d160863fce524c616f4e5186e5de9d9a49b \
-    --hash=sha256:7bfb192b3f4b9e8a89b6277b6ce787564f62cfd272055f6e685726b111dc7826 \
-    --hash=sha256:811ff8e9c313ab425368bcbb36e5c4ebd7108c2bbf4e4089cfbb0b01eff63fac \
-    --hash=sha256:8233f2947cf85404441fd7e0085f53b10c93e0ee78611099b5c7237e36aacbf7 \
-    --hash=sha256:82cf5301172168103724d49a1444d3378cb20cdee30b116a1bd6031236298a5d \
-    --hash=sha256:8358a950c8909158e3df31538a7e4edc2d7265a7c54b47f0864d9e5bae9dcebf \
-    --hash=sha256:85bb3611ff1802f3ee7fdd7dbff26b56f343fb432d57a4728fdd49b6ef35e2f4 \
-    --hash=sha256:86e1a4418c6cd97d60c95c71164158eaf7324fae7b0923264016baa993eba6fc \
-    --hash=sha256:8b9bab013d1c7a79d3501ff86d0bc9c31bf587db4551677b96bec07df78c6b15 \
-    --hash=sha256:8c5dac79fa1614d1e06ca695109c6105923bd9c7d1d6c918d4e637b7e6b32fd3 \
-    --hash=sha256:8d0820e8192167f80d88d64038e609c31452eeca865b4e1d9950a27a4609b00b \
-    --hash=sha256:8daafc69c93ee8a0204506a3b6b30f586ef54028f52aeeeb5c4cfc5184fd5914 \
-    --hash=sha256:9037063db01f09b09e237c282b6792bd4da634b5402c4e7f0c61effed7701a04 \
-    --hash=sha256:905a0ed8ea6f2d61c1738835f99b699348d7857379083e5fc497fa0c967a407c \
-    --hash=sha256:90884113d8b48f760e9587002789ddd741e76ab9f89518cd1e43b1f1a52ec44b \
-    --hash=sha256:91a06d2e259ecfbd8c901d70c3c507900458498142b3026a296b7de4d1322cc9 \
-    --hash=sha256:926c9541b14b12b1681dca8a0b75feb510b06c6341b70a8e500c2fdcff837cce \
-    --hash=sha256:9401557acd873c3a7f3eb9383edef8ac4968f9510e340f4808d427e75667e7b4 \
-    --hash=sha256:9551187363ffc0de2a00b2e47c25aeaeb1020b69b668762966df15fc5659dd5a \
-    --hash=sha256:962ccbab7b642487b1d8b7df90ef677e03134cf1fd8880bf698649b22a69371f \
-    --hash=sha256:97e7cf2be5c77b7d1a9713a05605d49460d02c6078d38d8bef3cbe323c548424 \
-    --hash=sha256:9aa768456404a8bf48a4406685ac2bec8e72b62c69313734fa3b73cf33b3a894 \
-    --hash=sha256:9bc519fbf2b7578398853d815009ae5e4d4603d12f4e3f91da8c06852d3da3e9 \
-    --hash=sha256:9d56801be94b86a9da183e5f3766e6310752b99ff647e38b09a9500d88e46e76 \
-    --hash=sha256:9f444c499b3eefd3a92e348059471ea0c3a6e303d9c1cec09fa748fd9f895201 \
-    --hash=sha256:9fa8ae11da9e2b3126c6426f147e0fba88d96d65921799bb30c6abd1cb2c97fb \
-    --hash=sha256:a0f62d0a58f4e7da165457e995725421e0064f2255d8eccebc49f41bbc23b109 \
-    --hash=sha256:a396dcc17e5a0b164dbe026896245a4fa9ff402edca1dff0be3d53a517f74de4 \
-    --hash=sha256:aaa2a54443eff1950ba5ddc6b6ccda0d9c84a364276a62f969bdf2a390650848 \
-    --hash=sha256:ad785e92e6dc634c21555edc8bd6b64957ab844541bcb96a1366c202951ae526 \
-    --hash=sha256:af8244b2bef6aaad6d92cda81372de7f8c8d36c9f0c3ea36e827c60e7d9467a0 \
-    --hash=sha256:b078afbc25f3a1436c7a1d2cd3e322497ee99615ba97c563566fdf46aff1ee01 \
-    --hash=sha256:b2f69dec1725e79a012d920df1707de5caf7ed5e08f3be4435e25803efc47458 \
-    --hash=sha256:b8458003118a712e66286df6a707db01c52c0f52f7db8e4a38f0da1d3b94fc4e \
-    --hash=sha256:bb63e0198ca18aad131c089b9204c23079c3afa95487e561f4c522d519e55aba \
-    --hash=sha256:bfec22eab3c8cc2ceec0248aec886624116dc079afa027ecc8ad4a7e62010f8a \
-    --hash=sha256:c1747f85cee84c26985853c6f3d9bd3e75da5212912443fa111c113b9c246f39 \
-    --hash=sha256:c1b3f518abeca3aa13c712fd202306e145abf59a18b094a6bafb2d2bbf59192c \
-    --hash=sha256:c50f2528cf200c5eed56faf3f4e22fcd5f38c157a8b78576e6ba3168ec35f000 \
-    --hash=sha256:c68fcd102d71ea85c5b2dfac3f4f8476eff42a9e078fd5faefff6d145063536b \
-    --hash=sha256:c7a7bd4e39e8e4c12c39cd480356842b6a8a06e41b23a55a5e3e191718838ddf \
-    --hash=sha256:c94f0688e7b8d0a67abf40e57a7eaaecd17cc9586706a31b76c031f63df052b4 \
-    --hash=sha256:cbaf13819775b7f769bf4a1f066cb6df7a28d4480081a589828ef190226881cd \
-    --hash=sha256:cd2213145bcc2ba85884d0ac63d222fece9209678f77b9b4d76f054c561adb28 \
-    --hash=sha256:ce5c1d2a8b27468f433ca974829c44060b8097eedc39933e3c206a90ee49c4a9 \
-    --hash=sha256:d396ec2b979760aaf3218e76c24e65bd0aca24983298653b3a9d7a45f9e47b30 \
-    --hash=sha256:d51026d73fcfd93610abc7b27789c26b313920fcfb20e27462d74a7f8b06e983 \
-    --hash=sha256:d80ee3d731373b24cebbc10d689ca4ee1875caf0d5703a245db18efd4dd37fc1 \
-    --hash=sha256:d995260fdf4e1db774581b4900e0f832abe3c7c84996726bbc161b19c8f29e76 \
-    --hash=sha256:da4b951fe36dc7c3a1ccb4e3cd1747c3542b8c9ceede8fc86cae054e764485f5 \
-    --hash=sha256:daa27d92c36f24388fe3ad306b174781c747627f134452e4f128ea00ce1fe8c4 \
-    --hash=sha256:db06ffe51636ffe9ca531fe9023dd64bdd794be8754cb5df57c5498ae5b518a7 \
-    --hash=sha256:e0d65b8c354be7fb5f720c3caa8bc940bc2d20ce749c8e06135f07f8ed95dd7c \
-    --hash=sha256:e68b7a074f65a2fd746c52a7ce6142ab7006074ac269ace0c25cd8ba171f8066 \
-    --hash=sha256:e739fee756ba1010f8bcccb534252e85a35fe45ae92c295a06059ce58b74ccd3 \
-    --hash=sha256:e846ae7835bf0703ae43f534ab79a867146dadd59dc9ca5c8b53d5c8f7c9ef02 \
-    --hash=sha256:e9c26f834c65f5752f3f06cb08cb86a913ceb7274d0db6e267808a708b46bc89 \
-    --hash=sha256:ea793e075b70290d89d8142074262885d3f7da19634845135751bd6344f73b50 \
-    --hash=sha256:f027324c56cd5406ca49c124b0db10e56c69064fec039acc571c29020cc87c76 \
-    --hash=sha256:f13a646d65d09fbf1bc6b3a9635d30095c8e7e5cc419ff35ecc563c5fd04cd49 \
-    --hash=sha256:f47286a97f0bc9b8859519809077b91b2cefe4ae47fcbf5e466a009c1c5d742b \
-    --hash=sha256:f747929cf940cddb5b3668a390056ddd5ba2e5010615ea2dcf4f9c4f3ab8791d \
-    --hash=sha256:f99626688942fb746e545232e7726926f3be91b5975f8b55327665fafda991c7 \
-    --hash=sha256:f9fa868638bf362d3d138ea55829cefb3d5f4b0d7f142234382a15e2485dbec4 \
-    --hash=sha256:fbdb89b3e1c94a30cc5edfce477c6e6a5dc4d8f84665b455c27582f211a1c72c \
-    --hash=sha256:fc010ab034c8c7452522748bf937df58020d256ccae0874463d1f4d01758af8e \
-    --hash=sha256:fc3e9034a63de20e15e8ade85358bc6efc614008cab72898b4b4952bea0509ff \
-    --hash=sha256:fd8b3d9fd264be37976686c7f65cd52a83f5e84f4bfd2adf9c1d469676bbb6ae
-    # via pydantic
-pygments==2.20.0 \
-    --hash=sha256:6757cd03768053ff99f3039c1a36d6c0aa0b263438fcab17520b30a303a82b5f \
-    --hash=sha256:81a9e26dd42fd28a23a2d169d86d7ac03b46e2f8b59ed4698fb4785f946d0176
-    # via
-    #   ipython
-    #   pytest
-    #   rich
-pytest==8.4.2 \
-    --hash=sha256:86c0d0b93306b961d58d62a4db4879f27fe25513d4b969df351abdddb3c30e01 \
-    --hash=sha256:872f880de3fc3a5bdc88a11b39c9710c3497a547cfa9320bc3c5e62fbf272e79
-    # via policyengine-core
-python-dateutil==2.9.0.post0 \
-    --hash=sha256:37dd54208da7e1cd875388217d5e00ebd4179249f90fb72437e91a35459a0ad3 \
-    --hash=sha256:a8b2bc7bffae282281c8140a97d3aa9c14da0b136dfe83f850eea9a5f7470427
-    # via pandas
-pyvis==0.3.2 \
-    --hash=sha256:5720c4ca8161dc5d9ab352015723abb7a8bb8fb443edeb07f7a322db34a97555
-    # via policyengine-core
-pyyaml==6.0.3 \
-    --hash=sha256:00c4bdeba853cc34e7dd471f16b4114f4162dc03e6b7afcc2128711f0eca823c \
-    --hash=sha256:0150219816b6a1fa26fb4699fb7daa9caf09eb1999f3b70fb6e786805e80375a \
-    --hash=sha256:02893d100e99e03eda1c8fd5c441d8c60103fd175728e23e431db1b589cf5ab3 \
-    --hash=sha256:02ea2dfa234451bbb8772601d7b8e426c2bfa197136796224e50e35a78777956 \
-    --hash=sha256:0f29edc409a6392443abf94b9cf89ce99889a1dd5376d94316ae5145dfedd5d6 \
-    --hash=sha256:10892704fc220243f5305762e276552a0395f7beb4dbf9b14ec8fd43b57f126c \
-    --hash=sha256:16249ee61e95f858e83976573de0f5b2893b3677ba71c9dd36b9cf8be9ac6d65 \
-    --hash=sha256:1d37d57ad971609cf3c53ba6a7e365e40660e3be0e5175fa9f2365a379d6095a \
-    --hash=sha256:1ebe39cb5fc479422b83de611d14e2c0d3bb2a18bbcb01f229ab3cfbd8fee7a0 \
-    --hash=sha256:214ed4befebe12df36bcc8bc2b64b396ca31be9304b8f59e25c11cf94a4c033b \
-    --hash=sha256:2283a07e2c21a2aa78d9c4442724ec1eb15f5e42a723b99cb3d822d48f5f7ad1 \
-    --hash=sha256:22ba7cfcad58ef3ecddc7ed1db3409af68d023b7f940da23c6c2a1890976eda6 \
-    --hash=sha256:27c0abcb4a5dac13684a37f76e701e054692a9b2d3064b70f5e4eb54810553d7 \
-    --hash=sha256:28c8d926f98f432f88adc23edf2e6d4921ac26fb084b028c733d01868d19007e \
-    --hash=sha256:2e71d11abed7344e42a8849600193d15b6def118602c4c176f748e4583246007 \
-    --hash=sha256:34d5fcd24b8445fadc33f9cf348c1047101756fd760b4dacb5c3e99755703310 \
-    --hash=sha256:37503bfbfc9d2c40b344d06b2199cf0e96e97957ab1c1b546fd4f87e53e5d3e4 \
-    --hash=sha256:3c5677e12444c15717b902a5798264fa7909e41153cdf9ef7ad571b704a63dd9 \
-    --hash=sha256:3ff07ec89bae51176c0549bc4c63aa6202991da2d9a6129d7aef7f1407d3f295 \
-    --hash=sha256:41715c910c881bc081f1e8872880d3c650acf13dfa8214bad49ed4cede7c34ea \
-    --hash=sha256:418cf3f2111bc80e0933b2cd8cd04f286338bb88bdc7bc8e6dd775ebde60b5e0 \
-    --hash=sha256:44edc647873928551a01e7a563d7452ccdebee747728c1080d881d68af7b997e \
-    --hash=sha256:4a2e8cebe2ff6ab7d1050ecd59c25d4c8bd7e6f400f5f82b96557ac0abafd0ac \
-    --hash=sha256:4ad1906908f2f5ae4e5a8ddfce73c320c2a1429ec52eafd27138b7f1cbe341c9 \
-    --hash=sha256:501a031947e3a9025ed4405a168e6ef5ae3126c59f90ce0cd6f2bfc477be31b7 \
-    --hash=sha256:5190d403f121660ce8d1d2c1bb2ef1bd05b5f68533fc5c2ea899bd15f4399b35 \
-    --hash=sha256:5498cd1645aa724a7c71c8f378eb29ebe23da2fc0d7a08071d89469bf1d2defb \
-    --hash=sha256:5cf4e27da7e3fbed4d6c3d8e797387aaad68102272f8f9752883bc32d61cb87b \
-    --hash=sha256:5e0b74767e5f8c593e8c9b5912019159ed0533c70051e9cce3e8b6aa699fcd69 \
-    --hash=sha256:5ed875a24292240029e4483f9d4a4b8a1ae08843b9c54f43fcc11e404532a8a5 \
-    --hash=sha256:5fcd34e47f6e0b794d17de1b4ff496c00986e1c83f7ab2fb8fcfe9616ff7477b \
-    --hash=sha256:5fdec68f91a0c6739b380c83b951e2c72ac0197ace422360e6d5a959d8d97b2c \
-    --hash=sha256:6344df0d5755a2c9a276d4473ae6b90647e216ab4757f8426893b5dd2ac3f369 \
-    --hash=sha256:64386e5e707d03a7e172c0701abfb7e10f0fb753ee1d773128192742712a98fd \
-    --hash=sha256:652cb6edd41e718550aad172851962662ff2681490a8a711af6a4d288dd96824 \
-    --hash=sha256:66291b10affd76d76f54fad28e22e51719ef9ba22b29e1d7d03d6777a9174198 \
-    --hash=sha256:66e1674c3ef6f541c35191caae2d429b967b99e02040f5ba928632d9a7f0f065 \
-    --hash=sha256:6adc77889b628398debc7b65c073bcb99c4a0237b248cacaf3fe8a557563ef6c \
-    --hash=sha256:79005a0d97d5ddabfeeea4cf676af11e647e41d81c9a7722a193022accdb6b7c \
-    --hash=sha256:7c6610def4f163542a622a73fb39f534f8c101d690126992300bf3207eab9764 \
-    --hash=sha256:7f047e29dcae44602496db43be01ad42fc6f1cc0d8cd6c83d342306c32270196 \
-    --hash=sha256:8098f252adfa6c80ab48096053f512f2321f0b998f98150cea9bd23d83e1467b \
-    --hash=sha256:850774a7879607d3a6f50d36d04f00ee69e7fc816450e5f7e58d7f17f1ae5c00 \
-    --hash=sha256:8d1fab6bb153a416f9aeb4b8763bc0f22a5586065f86f7664fc23339fc1c1fac \
-    --hash=sha256:8da9669d359f02c0b91ccc01cac4a67f16afec0dac22c2ad09f46bee0697eba8 \
-    --hash=sha256:8dc52c23056b9ddd46818a57b78404882310fb473d63f17b07d5c40421e47f8e \
-    --hash=sha256:9149cad251584d5fb4981be1ecde53a1ca46c891a79788c0df828d2f166bda28 \
-    --hash=sha256:93dda82c9c22deb0a405ea4dc5f2d0cda384168e466364dec6255b293923b2f3 \
-    --hash=sha256:96b533f0e99f6579b3d4d4995707cf36df9100d67e0c8303a0c55b27b5f99bc5 \
-    --hash=sha256:9c57bb8c96f6d1808c030b1687b9b5fb476abaa47f0db9c0101f5e9f394e97f4 \
-    --hash=sha256:9c7708761fccb9397fe64bbc0395abcae8c4bf7b0eac081e12b809bf47700d0b \
-    --hash=sha256:9f3bfb4965eb874431221a3ff3fdcddc7e74e3b07799e0e84ca4a0f867d449bf \
-    --hash=sha256:a33284e20b78bd4a18c8c2282d549d10bc8408a2a7ff57653c0cf0b9be0afce5 \
-    --hash=sha256:a80cb027f6b349846a3bf6d73b5e95e782175e52f22108cfa17876aaeff93702 \
-    --hash=sha256:b30236e45cf30d2b8e7b3e85881719e98507abed1011bf463a8fa23e9c3e98a8 \
-    --hash=sha256:b3bc83488de33889877a0f2543ade9f70c67d66d9ebb4ac959502e12de895788 \
-    --hash=sha256:b865addae83924361678b652338317d1bd7e79b1f4596f96b96c77a5a34b34da \
-    --hash=sha256:b8bb0864c5a28024fac8a632c443c87c5aa6f215c0b126c449ae1a150412f31d \
-    --hash=sha256:ba1cc08a7ccde2d2ec775841541641e4548226580ab850948cbfda66a1befcdc \
-    --hash=sha256:bdb2c67c6c1390b63c6ff89f210c8fd09d9a1217a465701eac7316313c915e4c \
-    --hash=sha256:c1ff362665ae507275af2853520967820d9124984e0f7466736aea23d8611fba \
-    --hash=sha256:c2514fceb77bc5e7a2f7adfaa1feb2fb311607c9cb518dbc378688ec73d8292f \
-    --hash=sha256:c3355370a2c156cffb25e876646f149d5d68f5e0a3ce86a5084dd0b64a994917 \
-    --hash=sha256:c458b6d084f9b935061bc36216e8a69a7e293a2f1e68bf956dcd9e6cbcd143f5 \
-    --hash=sha256:d0eae10f8159e8fdad514efdc92d74fd8d682c933a6dd088030f3834bc8e6b26 \
-    --hash=sha256:d76623373421df22fb4cf8817020cbb7ef15c725b9d5e45f17e189bfc384190f \
-    --hash=sha256:ebc55a14a21cb14062aa4162f906cd962b28e2e9ea38f9b4391244cd8de4ae0b \
-    --hash=sha256:eda16858a3cab07b80edaf74336ece1f986ba330fdb8ee0d6c0d68fe82bc96be \
-    --hash=sha256:ee2922902c45ae8ccada2c5b501ab86c36525b883eff4255313a253a3160861c \
-    --hash=sha256:efd7b85f94a6f21e4932043973a7ba2613b059c4a000551892ac9f1d11f5baf3 \
-    --hash=sha256:f7057c9a337546edc7973c0d3ba84ddcdf0daa14533c2065749c9075001090e6 \
-    --hash=sha256:fa160448684b4e94d80416c0fa4aac48967a969efe22931448d853ada8baf926 \
-    --hash=sha256:fc09d0aa354569bc501d4e787133afc08552722d3ab34836a80547331bb5d4a0
-    # via huggingface-hub
-referencing==0.37.0 \
-    --hash=sha256:381329a9f99628c9069361716891d34ad94af76e461dcb0335825aecc7692231 \
-    --hash=sha256:44aefc3142c5b842538163acb373e24cce6632bd54bdb01b21ad5863489f50d8
-    # via
-    #   jsonschema
-    #   jsonschema-specifications
-requests==2.33.1 \
-    --hash=sha256:18817f8c57c6263968bc123d237e3b8b08ac046f5456bd1e307ee8f4250d3517 \
-    --hash=sha256:4e6d1ef462f3626a1f0a0a9c42dd93c63bad33f9f1c1937509b8c5c8718ab56a
-    # via
-    #   blosc2
-    #   census
-    #   policyengine
-    #   policyengine-core
-    #   spm-calculator
-rich==15.0.0 \
-    --hash=sha256:33bd4ef74232fb73fe9279a257718407f169c09b78a87ad3d296f548e27de0bb \
-    --hash=sha256:edd07a4824c6b40189fb7ac9bc4c52536e9780fbbfbddf6f1e2502c31b068c36
-    # via typer
-rpds-py==0.30.0 \
-    --hash=sha256:07ae8a593e1c3c6b82ca3292efbe73c30b61332fd612e05abee07c79359f292f \
-    --hash=sha256:0a59119fc6e3f460315fe9d08149f8102aa322299deaa5cab5b40092345c2136 \
-    --hash=sha256:0c0e95f6819a19965ff420f65578bacb0b00f251fefe2c8b23347c37174271f3 \
-    --hash=sha256:0d08f00679177226c4cb8c5265012eea897c8ca3b93f429e546600c971bcbae7 \
-    --hash=sha256:0ed177ed9bded28f8deb6ab40c183cd1192aa0de40c12f38be4d59cd33cb5c65 \
-    --hash=sha256:12f90dd7557b6bd57f40abe7747e81e0c0b119bef015ea7726e69fe550e394a4 \
-    --hash=sha256:1726859cd0de969f88dc8673bdd954185b9104e05806be64bcd87badbe313169 \
-    --hash=sha256:1ab5b83dbcf55acc8b08fc62b796ef672c457b17dbd7820a11d6c52c06839bdf \
-    --hash=sha256:1b151685b23929ab7beec71080a8889d4d6d9fa9a983d213f07121205d48e2c4 \
-    --hash=sha256:1f3587eb9b17f3789ad50824084fa6f81921bbf9a795826570bda82cb3ed91f2 \
-    --hash=sha256:250fa00e9543ac9b97ac258bd37367ff5256666122c2d0f2bc97577c60a1818c \
-    --hash=sha256:2771c6c15973347f50fece41fc447c054b7ac2ae0502388ce3b6738cd366e3d4 \
-    --hash=sha256:27f4b0e92de5bfbc6f86e43959e6edd1425c33b5e69aab0984a72047f2bcf1e3 \
-    --hash=sha256:2e6ecb5a5bcacf59c3f912155044479af1d0b6681280048b338b28e364aca1f6 \
-    --hash=sha256:32c8528634e1bf7121f3de08fa85b138f4e0dc47657866630611b03967f041d7 \
-    --hash=sha256:33f559f3104504506a44bb666b93a33f5d33133765b0c216a5bf2f1e1503af89 \
-    --hash=sha256:3896fa1be39912cf0757753826bc8bdc8ca331a28a7c4ae46b7a21280b06bb85 \
-    --hash=sha256:389a2d49eded1896c3d48b0136ead37c48e221b391c052fba3f4055c367f60a6 \
-    --hash=sha256:39c02563fc592411c2c61d26b6c5fe1e51eaa44a75aa2c8735ca88b0d9599daa \
-    --hash=sha256:3adbb8179ce342d235c31ab8ec511e66c73faa27a47e076ccc92421add53e2bb \
-    --hash=sha256:3d4a69de7a3e50ffc214ae16d79d8fbb0922972da0356dcf4d0fdca2878559c6 \
-    --hash=sha256:3e62880792319dbeb7eb866547f2e35973289e7d5696c6e295476448f5b63c87 \
-    --hash=sha256:3e8eeb0544f2eb0d2581774be4c3410356eba189529a6b3e36bbbf9696175856 \
-    --hash=sha256:422c3cb9856d80b09d30d2eb255d0754b23e090034e1deb4083f8004bd0761e4 \
-    --hash=sha256:4559c972db3a360808309e06a74628b95eaccbf961c335c8fe0d590cf587456f \
-    --hash=sha256:46e83c697b1f1c72b50e5ee5adb4353eef7406fb3f2043d64c33f20ad1c2fc53 \
-    --hash=sha256:47b0ef6231c58f506ef0b74d44e330405caa8428e770fec25329ed2cb971a229 \
-    --hash=sha256:47e77dc9822d3ad616c3d5759ea5631a75e5809d5a28707744ef79d7a1bcfcad \
-    --hash=sha256:47f236970bccb2233267d89173d3ad2703cd36a0e2a6e92d0560d333871a3d23 \
-    --hash=sha256:47f9a91efc418b54fb8190a6b4aa7813a23fb79c51f4bb84e418f5476c38b8db \
-    --hash=sha256:495aeca4b93d465efde585977365187149e75383ad2684f81519f504f5c13038 \
-    --hash=sha256:4c5f36a861bc4b7da6516dbdf302c55313afa09b81931e8280361a4f6c9a2d27 \
-    --hash=sha256:4cc2206b76b4f576934f0ed374b10d7ca5f457858b157ca52064bdfc26b9fc00 \
-    --hash=sha256:4e7fc54e0900ab35d041b0601431b0a0eb495f0851a0639b6ef90f7741b39a18 \
-    --hash=sha256:51a1234d8febafdfd33a42d97da7a43f5dcb120c1060e352a3fbc0c6d36e2083 \
-    --hash=sha256:55f66022632205940f1827effeff17c4fa7ae1953d2b74a8581baaefb7d16f8c \
-    --hash=sha256:58edca431fb9b29950807e301826586e5bbf24163677732429770a697ffe6738 \
-    --hash=sha256:5965af57d5848192c13534f90f9dd16464f3c37aaf166cc1da1cae1fd5a34898 \
-    --hash=sha256:5ba103fb455be00f3b1c2076c9d4264bfcb037c976167a6047ed82f23153f02e \
-    --hash=sha256:5d4c2aa7c50ad4728a094ebd5eb46c452e9cb7edbfdb18f9e1221f597a73e1e7 \
-    --hash=sha256:61046904275472a76c8c90c9ccee9013d70a6d0f73eecefd38c1ae7c39045a08 \
-    --hash=sha256:613aa4771c99f03346e54c3f038e4cc574ac09a3ddfb0e8878487335e96dead6 \
-    --hash=sha256:626a7433c34566535b6e56a1b39a7b17ba961e97ce3b80ec62e6f1312c025551 \
-    --hash=sha256:669b1805bd639dd2989b281be2cfd951c6121b65e729d9b843e9639ef1fd555e \
-    --hash=sha256:679ae98e00c0e8d68a7fda324e16b90fd5260945b45d3b824c892cec9eea3288 \
-    --hash=sha256:67b02ec25ba7a9e8fa74c63b6ca44cf5707f2fbfadae3ee8e7494297d56aa9df \
-    --hash=sha256:68f19c879420aa08f61203801423f6cd5ac5f0ac4ac82a2368a9fcd6a9a075e0 \
-    --hash=sha256:692bef75a5525db97318e8cd061542b5a79812d711ea03dbc1f6f8dbb0c5f0d2 \
-    --hash=sha256:6abc8880d9d036ecaafe709079969f56e876fcf107f7a8e9920ba6d5a3878d05 \
-    --hash=sha256:6bdfdb946967d816e6adf9a3d8201bfad269c67efe6cefd7093ef959683c8de0 \
-    --hash=sha256:6de2a32a1665b93233cde140ff8b3467bdb9e2af2b91079f0333a0974d12d464 \
-    --hash=sha256:73c67f2db7bc334e518d097c6d1e6fed021bbc9b7d678d6cc433478365d1d5f5 \
-    --hash=sha256:74a3243a411126362712ee1524dfc90c650a503502f135d54d1b352bd01f2404 \
-    --hash=sha256:76fec018282b4ead0364022e3c54b60bf368b9d926877957a8624b58419169b7 \
-    --hash=sha256:7c64d38fb49b6cdeda16ab49e35fe0da2e1e9b34bc38bd78386530f218b37139 \
-    --hash=sha256:7cee9c752c0364588353e627da8a7e808a66873672bcb5f52890c33fd965b394 \
-    --hash=sha256:7e6ecfcb62edfd632e56983964e6884851786443739dbfe3582947e87274f7cb \
-    --hash=sha256:806f36b1b605e2d6a72716f321f20036b9489d29c51c91f4dd29a3e3afb73b15 \
-    --hash=sha256:858738e9c32147f78b3ac24dc0edb6610000e56dc0f700fd5f651d0a0f0eb9ff \
-    --hash=sha256:8d6d1cc13664ec13c1b84241204ff3b12f9bb82464b8ad6e7a5d3486975c2eed \
-    --hash=sha256:9027da1ce107104c50c81383cae773ef5c24d296dd11c99e2629dbd7967a20c6 \
-    --hash=sha256:922e10f31f303c7c920da8981051ff6d8c1a56207dbdf330d9047f6d30b70e5e \
-    --hash=sha256:945dccface01af02675628334f7cf49c2af4c1c904748efc5cf7bbdf0b579f95 \
-    --hash=sha256:946fe926af6e44f3697abbc305ea168c2c31d3e3ef1058cf68f379bf0335a78d \
-    --hash=sha256:95f0802447ac2d10bcc69f6dc28fe95fdf17940367b21d34e34c737870758950 \
-    --hash=sha256:9854cf4f488b3d57b9aaeb105f06d78e5529d3145b1e4a41750167e8c213c6d3 \
-    --hash=sha256:993914b8e560023bc0a8bf742c5f303551992dcb85e247b1e5c7f4a7d145bda5 \
-    --hash=sha256:99b47d6ad9a6da00bec6aabe5a6279ecd3c06a329d4aa4771034a21e335c3a97 \
-    --hash=sha256:9a4e86e34e9ab6b667c27f3211ca48f73dba7cd3d90f8d5b11be56e5dbc3fb4e \
-    --hash=sha256:9cf69cdda1f5968a30a359aba2f7f9aa648a9ce4b580d6826437f2b291cfc86e \
-    --hash=sha256:a090322ca841abd453d43456ac34db46e8b05fd9b3b4ac0c78bcde8b089f959b \
-    --hash=sha256:a1010ed9524c73b94d15919ca4d41d8780980e1765babf85f9a2f90d247153dd \
-    --hash=sha256:a161f20d9a43006833cd7068375a94d035714d73a172b681d8881820600abfad \
-    --hash=sha256:a1d0bc22a7cdc173fedebb73ef81e07faef93692b8c1ad3733b67e31e1b6e1b8 \
-    --hash=sha256:a2bffea6a4ca9f01b3f8e548302470306689684e61602aa3d141e34da06cf425 \
-    --hash=sha256:a452763cc5198f2f98898eb98f7569649fe5da666c2dc6b5ddb10fde5a574221 \
-    --hash=sha256:a4796a717bf12b9da9d3ad002519a86063dcac8988b030e405704ef7d74d2d9d \
-    --hash=sha256:a51033ff701fca756439d641c0ad09a41d9242fa69121c7d8769604a0a629825 \
-    --hash=sha256:a8fa71a2e078c527c3e9dc9fc5a98c9db40bcc8a92b4e8858e36d329f8684b51 \
-    --hash=sha256:ac37f9f516c51e5753f27dfdef11a88330f04de2d564be3991384b2f3535d02e \
-    --hash=sha256:ac98b175585ecf4c0348fd7b29c3864bda53b805c773cbf7bfdaffc8070c976f \
-    --hash=sha256:acd7eb3f4471577b9b5a41baf02a978e8bdeb08b4b355273994f8b87032000a8 \
-    --hash=sha256:ad1fa8db769b76ea911cb4e10f049d80bf518c104f15b3edb2371cc65375c46f \
-    --hash=sha256:b40fb160a2db369a194cb27943582b38f79fc4887291417685f3ad693c5a1d5d \
-    --hash=sha256:b4dc1a6ff022ff85ecafef7979a2c6eb423430e05f1165d6688234e62ba99a07 \
-    --hash=sha256:ba3af48635eb83d03f6c9735dfb21785303e73d22ad03d489e88adae6eab8877 \
-    --hash=sha256:ba81a9203d07805435eb06f536d95a266c21e5b2dfbf6517748ca40c98d19e31 \
-    --hash=sha256:c2262bdba0ad4fc6fb5545660673925c2d2a5d9e2e0fb603aad545427be0fc58 \
-    --hash=sha256:c77afbd5f5250bf27bf516c7c4a016813eb2d3e116139aed0096940c5982da94 \
-    --hash=sha256:ca28829ae5f5d569bb62a79512c842a03a12576375d5ece7d2cadf8abe96ec28 \
-    --hash=sha256:cdc62c8286ba9bf7f47befdcea13ea0e26bf294bda99758fd90535cbaf408000 \
-    --hash=sha256:d948b135c4693daff7bc2dcfc4ec57237a29bd37e60c2fabf5aff2bbacf3e2f1 \
-    --hash=sha256:d96c2086587c7c30d44f31f42eae4eac89b60dabbac18c7669be3700f13c3ce1 \
-    --hash=sha256:d9a0ca5da0386dee0655b4ccdf46119df60e0f10da268d04fe7cc87886872ba7 \
-    --hash=sha256:da279aa314f00acbb803da1e76fa18666778e8a8f83484fba94526da5de2cba7 \
-    --hash=sha256:dbd936cde57abfee19ab3213cf9c26be06d60750e60a8e4dd85d1ab12c8b1f40 \
-    --hash=sha256:dc4f992dfe1e2bc3ebc7444f6c7051b4bc13cd8e33e43511e8ffd13bf407010d \
-    --hash=sha256:dc824125c72246d924f7f796b4f63c1e9dc810c7d9e2355864b3c3a73d59ade0 \
-    --hash=sha256:dd8ff7cf90014af0c0f787eea34794ebf6415242ee1d6fa91eaba725cc441e84 \
-    --hash=sha256:dea5b552272a944763b34394d04577cf0f9bd013207bc32323b5a89a53cf9c2f \
-    --hash=sha256:dff13836529b921e22f15cb099751209a60009731a68519630a24d61f0b1b30a \
-    --hash=sha256:e0b65193a413ccc930671c55153a03ee57cecb49e6227204b04fae512eb657a7 \
-    --hash=sha256:e5d3e6b26f2c785d65cc25ef1e5267ccbe1b069c5c21b8cc724efee290554419 \
-    --hash=sha256:e7536cd91353c5273434b4e003cbda89034d67e7710eab8761fd918ec6c69cf8 \
-    --hash=sha256:eb0b93f2e5c2189ee831ee43f156ed34e2a89a78a66b98cadad955972548be5a \
-    --hash=sha256:eb2c4071ab598733724c08221091e8d80e89064cd472819285a9ab0f24bcedb9 \
-    --hash=sha256:ec7c4490c672c1a0389d319b3a9cfcd098dcdc4783991553c332a15acf7249be \
-    --hash=sha256:ee454b2a007d57363c2dfd5b6ca4a5d7e2c518938f8ed3b706e37e5d470801ed \
-    --hash=sha256:ee6af14263f25eedc3bb918a3c04245106a42dfd4f5c2285ea6f997b1fc3f89a \
-    --hash=sha256:f14fc5df50a716f7ece6a80b6c78bb35ea2ca47c499e422aa4463455dd96d56d \
-    --hash=sha256:f207f69853edd6f6700b86efb84999651baf3789e78a466431df1331608e5324 \
-    --hash=sha256:f251c812357a3fed308d684a5079ddfb9d933860fc6de89f2b7ab00da481e65f \
-    --hash=sha256:f83424d738204d9770830d35290ff3273fbb02b41f919870479fab14b9d303b2 \
-    --hash=sha256:f8d1736cfb49381ba528cd5baa46f82fdc65c06e843dab24dd70b63d09121b3f \
-    --hash=sha256:fe5fa731a1fa8a0a56b0977413f8cacac1768dad38d16b3a296712709476fbd5
-    # via
-    #   jsonschema
-    #   referencing
-shellingham==1.5.4 \
-    --hash=sha256:7ecfff8f2fd72616f7481040475a65b2bf8af90a56c89140852d1120324e8686 \
-    --hash=sha256:8dbca0739d487e5bd35ab3ca4b36e11c4078f3a234bfce294b0a0291363404de
-    # via typer
-six==1.17.0 \
-    --hash=sha256:4721f391ed90541fddacab5acf947aa0d3dc7d27b2e1e8eda2be8970586c3274 \
-    --hash=sha256:ff70335d468e7eb6ec65b95b99d3a2836546063f63acc5171de367e834932a81
-    # via python-dateutil
-sortedcontainers==2.4.0 \
-    --hash=sha256:25caa5a06cc30b6b83d11423433f65d1f9d76c4c6a0c90e3379eaa43b9bfdb88 \
-    --hash=sha256:a163dcaede0f1c021485e957a39245190e74249897e2ae4b2aa38595db237ee0
-    # via policyengine-core
-spm-calculator==0.3.1 \
-    --hash=sha256:41f2f4d00d8c03422a7d57b800052e7760b88e463a5884802f83ed58d35c18c1 \
-    --hash=sha256:52c57ecc5a240ec941b0f2b0d93bc4fa437ef6250e233baed8e11916fa9c1150
-    # via policyengine-us
-stack-data==0.6.3 \
-    --hash=sha256:836a778de4fec4dcd1dcd89ed8abff8a221f58308462e1c4aa2a3cf30148f0b9 \
-    --hash=sha256:d5558e0c25a4cb0853cddad3d77da9891a08cb85dd9f9f91b9f8cd66e511e695
-    # via ipython
-standard-imghdr==3.13.0 \
-    --hash=sha256:30a1bff5465605bb496f842a6ac3cc1f2131bf3025b0da28d4877d6d4b7cc8e9 \
-    --hash=sha256:8d9c68058d882f6fc3542a8d39ef9ff94d2187dc90bd0c851e0902776b7b7a42
-    # via policyengine-core
-tables==3.11.1 \
-    --hash=sha256:1e78fe190fdeb4afe430b79651bae2a4f341904eb85aa8dbafe5f1caee1c7f67 \
-    --hash=sha256:3a9c35f87fcb6a48c79fbc4e3ab15ca8f6053c4ce13063d6ca2ec36cbb58f40f \
-    --hash=sha256:4cf3218b76ba78d156d6ee75c19fb757d50682f6c7b4905370441afbfc9d77f3 \
-    --hash=sha256:56bf6fb9132ead989b7e76695d7613d6d08f071a8019038d6565ba90c66b9f3e \
-    --hash=sha256:78abcf413091bc7c1e4e8c10fbbb438d1ac0b5a87436c5b972c3e8253871b6fb \
-    --hash=sha256:7fa6cb03f6fe55ae4f85e89ec5450e5c40cc4c52d8c3b60eb157a445c2219e89 \
-    --hash=sha256:a4bbd95036a4d0cc5c86c1f87fbb490b4c53cd70982f1c01b3ed6dcb3085cbb9 \
-    --hash=sha256:a6f7a3b82dbf0ae0f30de635ca88bb42dd87938b0950369d0ee4289c52ae6de2 \
-    --hash=sha256:e3cfe79484351f7216eb8f3767bfa1217bfd271b04428f79cfa7ef6d7491919d \
-    --hash=sha256:eb30684c42a77bbecdef2b9c763c4372b0ddc9cc5bd8b2a2055f2042eee67217 \
-    --hash=sha256:f0367d2e3df0f10ea63ccf4279f3fe58e32ec481767320301a483e2b3cd83efc
-    # via policyengine-us
-tenacity==9.1.4 \
-    --hash=sha256:6095a360c919085f28c6527de529e76a06ad89b23659fa881ae0649b867a9d55 \
-    --hash=sha256:adb31d4c263f2bd041081ab33b498309a57c77f9acf2db65aadf0898179cf93a
-    # via plotly
-threadpoolctl==3.6.0 ; platform_machine != 'wasm32' \
-    --hash=sha256:43a0b8fd5a2928500110039e43a5eed8480b918967083ea48dc3ab9f13c4a7fb \
-    --hash=sha256:8ab8b4aa3491d812b623328249fab5302a68d2d71745c8a4c719a2fcaba9f44e
-    # via blosc2
-tqdm==4.67.3 \
-    --hash=sha256:7d825f03f89244ef73f1d4ce193cb1774a8179fd96f31d7e1dcde62092b960bb \
-    --hash=sha256:ee1e4c0e59148062281c49d80b25b67771a127c85fc9676d3be5f243206826bf
-    # via
-    #   huggingface-hub
-    #   policyengine-us
-traitlets==5.15.0 \
-    --hash=sha256:4fead733f81cf1c4c938e06f8ca4633896833c9d89eff878159457f4d4392971 \
-    --hash=sha256:fb36a18867a6803deab09f3c5e0fa81bb7b26a5c9e82501c9933f759166eff40
-    # via
-    #   ipython
-    #   matplotlib-inline
-typer==0.25.1 \
-    --hash=sha256:75caa44ed46a03fb2dab8808753ffacdbfea88495e74c85a28c5eefcf5f39c89 \
-    --hash=sha256:9616eb8853a09ffeabab1698952f33c6f29ffdbceb4eaeecf571880e8d7664cc
-    # via huggingface-hub
-typing-extensions==4.15.0 \
-    --hash=sha256:0cea48d173cc12fa28ecabc3b837ea3cf6f38c6d1136f85cbaaf598984861466 \
-    --hash=sha256:f0fa19c6845758ab08074a0cfa8b7aecb71c999ca73d62883bc25cc018c4e548
-    # via
-    #   huggingface-hub
-    #   pydantic
-    #   pydantic-core
-    #   typing-inspection
-typing-inspection==0.4.2 \
-    --hash=sha256:4ed1cacbdc298c220f1bd249ed5287caa16f34d44ef4e9c3d0cbad5b521545e7 \
-    --hash=sha256:ba561c48a67c5958007083d386c3295464928b01faa735ab8547c5692e87f464
-    # via pydantic
-tzdata==2026.2 ; sys_platform == 'emscripten' or sys_platform == 'win32' \
-    --hash=sha256:9173fde7d80d9018e02a662e168e5a2d04f87c41ea174b139fbef642eda62d10 \
-    --hash=sha256:bbe9af844f658da81a5f95019480da3a89415801f6cc966806612cc7169bffe7
-    # via pandas
-urllib3==2.7.0 \
-    --hash=sha256:231e0ec3b63ceb14667c67be60f2f2c40a518cb38b03af60abc813da26505f4c \
-    --hash=sha256:9fb4c81ebbb1ce9531cce37674bbc6f1360472bc18ca9a553ede278ef7276897
-    # via requests
-us==3.2.0 \
-    --hash=sha256:571714ad6d473c72bbd2058a53404cdf4ecc0129e4f19adfcbeb4e2d7e3dc3e7 \
-    --hash=sha256:cb223e85393dcc5171ead0dd212badc47f9667b23700fea3e7ea5f310d545338
-    # via spm-calculator
-wcwidth==0.7.0 \
-    --hash=sha256:5d69154c429a82910e241c738cd0e2976fac8a2dd47a1a805f4afed1c0f136f2 \
-    --hash=sha256:90e3a7ea092341c44b99562e75d09e4d5160fe7a3974c6fb842a101a95e7eed0
-    # via prompt-toolkit
-wheel==0.47.0 \
-    --hash=sha256:212281cab4dff978f6cedd499cd893e1f620791ca6ff7107cf270781e587eced \
-    --hash=sha256:cc72bd1009ba0cf63922e28f94d9d83b920aa2bb28f798a31d0691b02fa3c9b3
-    # via policyengine-core
diff --git a/src/policyengine/data/install/us/py314/pylock.toml b/src/policyengine/data/install/us/py314/pylock.toml
deleted file mode 100644
index 5e856ab2..00000000
--- a/src/policyengine/data/install/us/py314/pylock.toml
+++ /dev/null
@@ -1,1579 +0,0 @@
-# This file was autogenerated by uv via the following command:
-#    uv pip compile /var/folders/qf/7fglpnr94wsc5xgbqkp80xbw0000gn/T/tmpmafme_10/requirements.in --python-version 3.14 --resolution highest --exclude-newer 2026-05-09T10:39:06Z --universal --format pylock.toml --output-file bundles/4.4.2/install/us/py314/pylock.toml
-lock-version = "1.0"
-created-by = "uv"
-requires-python = ">=3.14"
-
-[[packages]]
-name = "annotated-doc"
-version = "0.0.4"
-sdist = { url = "https://files.pythonhosted.org/packages/57/ba/046ceea27344560984e26a590f90bc7f4a75b06701f653222458922b558c/annotated_doc-0.0.4.tar.gz", upload-time = 2025-11-10T22:07:42Z, size = 7288, hashes = { sha256 = "fbcda96e87e9c92ad167c2e53839e57503ecfda18804ea28102353485033faa4" } }
-wheels = [{ url = "https://files.pythonhosted.org/packages/1e/d3/26bf1008eb3d2daa8ef4cacc7f3bfdc11818d111f7e2d0201bc6e3b49d45/annotated_doc-0.0.4-py3-none-any.whl", upload-time = 2025-11-10T22:07:40Z, size = 5303, hashes = { sha256 = "571ac1dc6991c450b25a9c2d84a3705e2ae7a53467b5d111c24fa8baabbed320" } }]
-
-[[packages]]
-name = "annotated-types"
-version = "0.7.0"
-sdist = { url = "https://files.pythonhosted.org/packages/ee/67/531ea369ba64dcff5ec9c3402f9f51bf748cec26dde048a2f973a4eea7f5/annotated_types-0.7.0.tar.gz", upload-time = 2024-05-20T21:33:25Z, size = 16081, hashes = { sha256 = "aff07c09a53a08bc8cfccb9c85b05f1aa9a2a6f23728d790723543408344ce89" } }
-wheels = [{ url = "https://files.pythonhosted.org/packages/78/b6/6307fbef88d9b5ee7421e68d78a9f162e0da4900bc5f5793f6d3d0e34fb8/annotated_types-0.7.0-py3-none-any.whl", upload-time = 2024-05-20T21:33:24Z, size = 13643, hashes = { sha256 = "1f02e8b43a8fbbc3f3e0d4f0f4bfc8131bcb4eebe8849b8e5c773f3a1c582a53" } }]
-
-[[packages]]
-name = "anyio"
-version = "4.13.0"
-sdist = { url = "https://files.pythonhosted.org/packages/19/14/2c5dd9f512b66549ae92767a9c7b330ae88e1932ca57876909410251fe13/anyio-4.13.0.tar.gz", upload-time = 2026-03-24T12:59:09Z, size = 231622, hashes = { sha256 = "334b70e641fd2221c1505b3890c69882fe4a2df910cba14d97019b90b24439dc" } }
-wheels = [{ url = "https://files.pythonhosted.org/packages/da/42/e921fccf5015463e32a3cf6ee7f980a6ed0f395ceeaa45060b61d86486c2/anyio-4.13.0-py3-none-any.whl", upload-time = 2026-03-24T12:59:08Z, size = 114353, hashes = { sha256 = "08b310f9e24a9594186fd75b4f73f4a4152069e3853f1ed8bfbf58369f4ad708" } }]
-
-[[packages]]
-name = "asttokens"
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diff --git a/src/policyengine/data/release_manifests/uk.json b/src/policyengine/data/release_manifests/uk.json
index 9deccf64..519ce091 100644
--- a/src/policyengine/data/release_manifests/uk.json
+++ b/src/policyengine/data/release_manifests/uk.json
@@ -12,7 +12,10 @@
   "data_package": {
     "name": "policyengine-uk-data",
     "version": "1.55.5",
-    "repo_id": "policyengine/policyengine-uk-data-private"
+    "repo_id": "policyengine/policyengine-uk-data-private",
+    "repo_type": "model",
+    "release_manifest_path": "release_manifest.json",
+    "release_manifest_revision": "1.55.5"
   },
   "certified_data_artifact": {
     "data_package": {
@@ -21,10 +24,11 @@
     },
     "build_id": "policyengine-uk-data-1.55.5",
     "dataset": "enhanced_frs_2023_24",
-    "uri": "hf://policyengine/policyengine-uk-data-private/enhanced_frs_2023_24.h5@1.55.5"
+    "uri": "hf://policyengine/policyengine-uk-data-private/enhanced_frs_2023_24.h5@1.55.5",
+    "sha256": "1e95dafde7997a24dac1abc122f8e2ebbc8c2d7d36bab8361e628a93401559ce"
   },
   "certification": {
-    "compatibility_basis": "matching_data_build_fingerprint",
+    "compatibility_basis": "release_manifest_exact_compatibility",
     "data_build_id": "policyengine-uk-data-1.55.5",
     "built_with_model_version": "2.88.14",
     "certified_for_model_version": "2.88.14",
@@ -33,11 +37,17 @@
   },
   "default_dataset": "enhanced_frs_2023_24",
   "datasets": {
+    "enhanced_frs_2023_24": {
+      "path": "enhanced_frs_2023_24.h5"
+    },
+    "enhanced_frs_2023_24_tiny": {
+      "path": "enhanced_frs_2023_24_tiny.h5"
+    },
     "frs_2023_24": {
       "path": "frs_2023_24.h5"
     },
-    "enhanced_frs_2023_24": {
-      "path": "enhanced_frs_2023_24.h5"
+    "frs_2023_24_tiny": {
+      "path": "frs_2023_24_tiny.h5"
     }
   },
   "region_datasets": {
diff --git a/src/policyengine/data/release_manifests/us.json b/src/policyengine/data/release_manifests/us.json
index feb8ad1d..b6d0cb47 100644
--- a/src/policyengine/data/release_manifests/us.json
+++ b/src/policyengine/data/release_manifests/us.json
@@ -13,6 +13,7 @@
     "name": "policyengine-us-data",
     "version": "1.110.12",
     "repo_id": "policyengine/policyengine-us-data",
+    "repo_type": "model",
     "release_manifest_path": "releases/1.110.12/release_manifest.json",
     "release_manifest_revision": "3aac4505ec10d31efc1b3799a1e6458a15853ecc"
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@@ -27,17 +28,1490 @@
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   },
   "certification": {
-    "compatibility_basis": "exact_build_model_version",
+    "compatibility_basis": "release_manifest_exact_compatibility",
     "data_build_id": "policyengine-us-data-1.110.12",
     "built_with_model_version": "1.690.7",
     "certified_for_model_version": "1.690.7",
-    "certified_by": "policyengine.py bundled manifest",
-    "data_build_fingerprint": "sha256:9961ed1c5d00943a360724da560eee425eb9f99f91896f053dca74724c46e96e"
+    "data_build_fingerprint": "sha256:9961ed1c5d00943a360724da560eee425eb9f99f91896f053dca74724c46e96e",
+    "certified_by": "policyengine.py bundled manifest"
   },
   "default_dataset": "enhanced_cps_2024",
   "datasets": {
+    "cities/NYC": {
+      "path": "cities/NYC.h5"
+    },
+    "cps_2024": {
+      "path": "cps_2024.h5"
+    },
+    "districts/AK-01": {
+      "path": "districts/AK-01.h5"
+    },
+    "districts/AL-01": {
+      "path": "districts/AL-01.h5"
+    },
+    "districts/AL-02": {
+      "path": "districts/AL-02.h5"
+    },
+    "districts/AL-03": {
+      "path": "districts/AL-03.h5"
+    },
+    "districts/AL-04": {
+      "path": "districts/AL-04.h5"
+    },
+    "districts/AL-05": {
+      "path": "districts/AL-05.h5"
+    },
+    "districts/AL-06": {
+      "path": "districts/AL-06.h5"
+    },
+    "districts/AL-07": {
+      "path": "districts/AL-07.h5"
+    },
+    "districts/AR-01": {
+      "path": "districts/AR-01.h5"
+    },
+    "districts/AR-02": {
+      "path": "districts/AR-02.h5"
+    },
+    "districts/AR-03": {
+      "path": "districts/AR-03.h5"
+    },
+    "districts/AR-04": {
+      "path": "districts/AR-04.h5"
+    },
+    "districts/AZ-01": {
+      "path": "districts/AZ-01.h5"
+    },
+    "districts/AZ-02": {
+      "path": "districts/AZ-02.h5"
+    },
+    "districts/AZ-03": {
+      "path": "districts/AZ-03.h5"
+    },
+    "districts/AZ-04": {
+      "path": "districts/AZ-04.h5"
+    },
+    "districts/AZ-05": {
+      "path": "districts/AZ-05.h5"
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+    "districts/AZ-06": {
+      "path": "districts/AZ-06.h5"
+    },
+    "districts/AZ-07": {
+      "path": "districts/AZ-07.h5"
+    },
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+      "path": "districts/AZ-08.h5"
+    },
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+      "path": "districts/AZ-09.h5"
+    },
+    "districts/CA-01": {
+      "path": "districts/CA-01.h5"
+    },
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+      "path": "districts/CA-02.h5"
+    },
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+      "path": "districts/CA-03.h5"
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+      "path": "districts/CA-04.h5"
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+      "path": "districts/CA-05.h5"
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+      "path": "districts/CA-07.h5"
+    },
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+      "path": "districts/CA-10.h5"
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+    "districts/CA-11": {
+      "path": "districts/CA-11.h5"
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+      "path": "districts/CA-14.h5"
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+      "path": "districts/CA-17.h5"
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+      "path": "districts/VT-01.h5"
+    },
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+      "path": "districts/WA-01.h5"
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+    "districts/WA-02": {
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+      "path": "districts/WV-02.h5"
+    },
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+      "path": "districts/WY-01.h5"
+    },
     "enhanced_cps_2024": {
       "path": "enhanced_cps_2024.h5"
+    },
+    "national/US": {
+      "path": "national/US.h5"
+    },
+    "small_enhanced_cps_2024": {
+      "path": "small_enhanced_cps_2024.h5"
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+      "path": "states/AZ.h5"
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+      "path": "states/CA.h5"
+    },
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+      "path": "states/CO.h5"
+    },
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+      "path": "states/DC.h5"
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+      "path": "states/DE.h5"
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+    "states/FL": {
+      "path": "states/FL.h5"
+    },
+    "states/GA": {
+      "path": "states/GA.h5"
+    },
+    "states/HI": {
+      "path": "states/HI.h5"
+    },
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+      "path": "states/IA.h5"
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+    "states/ID": {
+      "path": "states/ID.h5"
+    },
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+      "path": "states/IL.h5"
+    },
+    "states/IN": {
+      "path": "states/IN.h5"
+    },
+    "states/KS": {
+      "path": "states/KS.h5"
+    },
+    "states/KY": {
+      "path": "states/KY.h5"
+    },
+    "states/LA": {
+      "path": "states/LA.h5"
+    },
+    "states/MA": {
+      "path": "states/MA.h5"
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+    "states/MD": {
+      "path": "states/MD.h5"
+    },
+    "states/ME": {
+      "path": "states/ME.h5"
+    },
+    "states/MI": {
+      "path": "states/MI.h5"
+    },
+    "states/MN": {
+      "path": "states/MN.h5"
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+      "path": "states/MO.h5"
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+      "path": "states/MS.h5"
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+      "path": "states/OK.h5"
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+      "path": "states/SC.h5"
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+      "path": "states/SD.h5"
+    },
+    "states/TN": {
+      "path": "states/TN.h5"
+    },
+    "states/TX": {
+      "path": "states/TX.h5"
+    },
+    "states/UT": {
+      "path": "states/UT.h5"
+    },
+    "states/VA": {
+      "path": "states/VA.h5"
+    },
+    "states/VT": {
+      "path": "states/VT.h5"
+    },
+    "states/WA": {
+      "path": "states/WA.h5"
+    },
+    "states/WI": {
+      "path": "states/WI.h5"
+    },
+    "states/WV": {
+      "path": "states/WV.h5"
+    },
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     }
   },
   "region_datasets": {
diff --git a/src/policyengine/data/validation-report.json b/src/policyengine/data/validation-report.json
index 9d8da25b..b1dfb238 100644
--- a/src/policyengine/data/validation-report.json
+++ b/src/policyengine/data/validation-report.json
@@ -1,33 +1,41 @@
 {
-  "bundle_version": "4.4.2",
+  "bundle_version": "4.4.3",
   "checks": [
     {
       "country": "uk",
-      "details": {},
+      "details": {
+        "reason": "Data artifact and release manifest verification disabled by caller."
+      },
       "name": "data_release_manifest_contract",
       "profile": "all",
-      "status": "passed"
+      "status": "skipped"
     },
     {
       "country": "us",
-      "details": {},
+      "details": {
+        "reason": "Data artifact and release manifest verification disabled by caller."
+      },
       "name": "data_release_manifest_contract",
       "profile": "all",
-      "status": "passed"
+      "status": "skipped"
     },
     {
       "country": "uk",
-      "details": {},
+      "details": {
+        "reason": "Data artifact and release manifest verification disabled by caller."
+      },
       "name": "data_release_manifest_contract",
       "profile": "uk",
-      "status": "passed"
+      "status": "skipped"
     },
     {
       "country": "us",
-      "details": {},
+      "details": {
+        "reason": "Data artifact and release manifest verification disabled by caller."
+      },
       "name": "data_release_manifest_contract",
       "profile": "us",
-      "status": "passed"
+      "status": "skipped"
     },
     {
       "details": {
@@ -46,7 +54,7 @@
       "details": {
         "path": "install/all/py313/pylock.toml",
         "target": "py313",
-        "validated_on_platform": "linux"
+        "validated_on_platform": "macos"
       },
       "name": "lockfile_present",
       "profile": "all",
@@ -57,7 +65,7 @@
       "details": {
         "path": "install/all/py313/constraints.txt",
         "target": "py313",
-        "validated_on_platform": "linux"
+        "validated_on_platform": "macos"
       },
       "name": "constraints_present",
       "profile": "all",
@@ -65,81 +73,81 @@
       "status": "passed"
     },
     {
-      "command": "uv venv --python 3.13 /tmp/tmpgw24pqjg/venv",
+      "command": "uv venv --python 3.13 /var/folders/9l/_wztzgbx7mgc7l1r0416cy7m0000gn/T/tmp0wgjh6b1/venv",
       "details": {
         "target": "py313",
-        "validated_on_platform": "linux"
+        "validated_on_platform": "macos"
       },
-      "ended_at": "2026-05-09T10:21:50Z",
+      "ended_at": "2026-05-11T21:25:40Z",
       "name": "create_venv",
       "profile": "all",
       "python_version": "3.13",
-      "started_at": "2026-05-09T10:21:50Z",
+      "started_at": "2026-05-11T21:25:40Z",
       "status": "passed"
     },
     {
-      "command": "uv pip install --python /tmp/tmpgw24pqjg/venv/bin/python -r .tmp/bundle-4.4.2/install/all/py313/constraints.txt",
+      "command": "uv pip install --python /var/folders/9l/_wztzgbx7mgc7l1r0416cy7m0000gn/T/tmp0wgjh6b1/venv/bin/python -r bundles/4.4.3/install/all/py313/constraints.txt",
       "details": {
         "target": "py313",
-        "validated_on_platform": "linux"
+        "validated_on_platform": "macos"
       },
-      "ended_at": "2026-05-09T10:21:55Z",
+      "ended_at": "2026-05-11T21:25:42Z",
       "name": "install_constraints",
       "profile": "all",
       "python_version": "3.13",
-      "started_at": "2026-05-09T10:21:50Z",
+      "started_at": "2026-05-11T21:25:40Z",
       "status": "passed"
     },
     {
-      "command": "/tmp/tmpgw24pqjg/venv/bin/python -c import importlib.metadata as md\nexpected = {\"policyengine\": \"4.4.2\", \"policyengine-core\": \"3.26.1\", \"policyengine-uk\": \"2.88.14\", \"policyengine-us\": \"1.687.0\"}\nfor name, version in expected.items():\n    actual = md.version(name)\n    assert actual == version, f'{name}: expected {version}, got {actual}'\n",
+      "command": "/var/folders/9l/_wztzgbx7mgc7l1r0416cy7m0000gn/T/tmp0wgjh6b1/venv/bin/python -c import importlib.metadata as md\nexpected = {\"policyengine\": \"4.4.3\", \"policyengine-core\": \"3.26.1\", \"policyengine-uk\": \"2.88.14\", \"policyengine-us\": \"1.690.7\"}\nfor name, version in expected.items():\n    actual = md.version(name)\n    assert actual == version, f'{name}: expected {version}, got {actual}'\n",
       "details": {
         "target": "py313",
-        "validated_on_platform": "linux"
+        "validated_on_platform": "macos"
       },
-      "ended_at": "2026-05-09T10:21:55Z",
+      "ended_at": "2026-05-11T21:25:42Z",
       "name": "verify_direct_package_versions",
       "profile": "all",
       "python_version": "3.13",
-      "started_at": "2026-05-09T10:21:55Z",
+      "started_at": "2026-05-11T21:25:42Z",
       "status": "passed"
     },
     {
-      "command": "/tmp/tmpgw24pqjg/venv/bin/python -c import policyengine\nimport policyengine_core\nimport policyengine_uk\nimport policyengine_us\n",
+      "command": "/var/folders/9l/_wztzgbx7mgc7l1r0416cy7m0000gn/T/tmp0wgjh6b1/venv/bin/python -c import policyengine\nimport policyengine_core\nimport policyengine_uk\nimport policyengine_us\n",
       "details": {
         "target": "py313",
-        "validated_on_platform": "linux"
+        "validated_on_platform": "macos"
       },
-      "ended_at": "2026-05-09T10:22:23Z",
+      "ended_at": "2026-05-11T21:26:10Z",
       "name": "import_smoke",
       "profile": "all",
       "python_version": "3.13",
-      "started_at": "2026-05-09T10:21:55Z",
+      "started_at": "2026-05-11T21:25:42Z",
       "status": "passed"
     },
     {
-      "command": "/tmp/tmpgw24pqjg/venv/bin/python -c import policyengine as pe\npe.uk.calculate_household(people=[{'age': 35}], year=2026)\n",
+      "command": "/var/folders/9l/_wztzgbx7mgc7l1r0416cy7m0000gn/T/tmp0wgjh6b1/venv/bin/python -c import policyengine as pe\npe.uk.calculate_household(people=[{'age': 35}], year=2026)\n",
       "details": {
         "target": "py313",
-        "validated_on_platform": "linux"
+        "validated_on_platform": "macos"
       },
-      "ended_at": "2026-05-09T10:22:45Z",
+      "ended_at": "2026-05-11T21:26:21Z",
       "name": "uk_household_smoke",
       "profile": "all",
       "python_version": "3.13",
-      "started_at": "2026-05-09T10:22:23Z",
+      "started_at": "2026-05-11T21:26:10Z",
       "status": "passed"
     },
     {
-      "command": "/tmp/tmpgw24pqjg/venv/bin/python -c import policyengine as pe\npe.us.calculate_household(people=[{'age': 35}], tax_unit={'filing_status': 'SINGLE'}, year=2026)\n",
+      "command": "/var/folders/9l/_wztzgbx7mgc7l1r0416cy7m0000gn/T/tmp0wgjh6b1/venv/bin/python -c import policyengine as pe\npe.us.calculate_household(people=[{'age': 35}], tax_unit={'filing_status': 'SINGLE'}, year=2026)\n",
       "details": {
         "target": "py313",
-        "validated_on_platform": "linux"
+        "validated_on_platform": "macos"
       },
-      "ended_at": "2026-05-09T10:23:19Z",
+      "ended_at": "2026-05-11T21:26:39Z",
       "name": "us_household_smoke",
       "profile": "all",
       "python_version": "3.13",
-      "started_at": "2026-05-09T10:22:45Z",
+      "started_at": "2026-05-11T21:26:21Z",
       "status": "passed"
     },
     {
@@ -159,7 +167,7 @@
       "details": {
         "path": "install/uk/py313/pylock.toml",
         "target": "py313",
-        "validated_on_platform": "linux"
+        "validated_on_platform": "macos"
       },
       "name": "lockfile_present",
       "profile": "uk",
@@ -170,7 +178,7 @@
       "details": {
         "path": "install/uk/py313/constraints.txt",
         "target": "py313",
-        "validated_on_platform": "linux"
+        "validated_on_platform": "macos"
       },
       "name": "constraints_present",
       "profile": "uk",
@@ -178,68 +186,68 @@
       "status": "passed"
     },
     {
-      "command": "uv venv --python 3.13 /tmp/tmpr7z_c8u8/venv",
+      "command": "uv venv --python 3.13 /var/folders/9l/_wztzgbx7mgc7l1r0416cy7m0000gn/T/tmp_egtkjx3/venv",
       "details": {
         "target": "py313",
-        "validated_on_platform": "linux"
+        "validated_on_platform": "macos"
       },
-      "ended_at": "2026-05-09T10:23:20Z",
+      "ended_at": "2026-05-11T21:26:43Z",
       "name": "create_venv",
       "profile": "uk",
       "python_version": "3.13",
-      "started_at": "2026-05-09T10:23:20Z",
+      "started_at": "2026-05-11T21:26:43Z",
       "status": "passed"
     },
     {
-      "command": "uv pip install --python /tmp/tmpr7z_c8u8/venv/bin/python -r .tmp/bundle-4.4.2/install/uk/py313/constraints.txt",
+      "command": "uv pip install --python /var/folders/9l/_wztzgbx7mgc7l1r0416cy7m0000gn/T/tmp_egtkjx3/venv/bin/python -r bundles/4.4.3/install/uk/py313/constraints.txt",
       "details": {
         "target": "py313",
-        "validated_on_platform": "linux"
+        "validated_on_platform": "macos"
       },
-      "ended_at": "2026-05-09T10:23:21Z",
+      "ended_at": "2026-05-11T21:26:44Z",
       "name": "install_constraints",
       "profile": "uk",
       "python_version": "3.13",
-      "started_at": "2026-05-09T10:23:20Z",
+      "started_at": "2026-05-11T21:26:43Z",
       "status": "passed"
     },
     {
-      "command": "/tmp/tmpr7z_c8u8/venv/bin/python -c import importlib.metadata as md\nexpected = {\"policyengine\": \"4.4.2\", \"policyengine-core\": \"3.26.1\", \"policyengine-uk\": \"2.88.14\"}\nfor name, version in expected.items():\n    actual = md.version(name)\n    assert actual == version, f'{name}: expected {version}, got {actual}'\n",
+      "command": "/var/folders/9l/_wztzgbx7mgc7l1r0416cy7m0000gn/T/tmp_egtkjx3/venv/bin/python -c import importlib.metadata as md\nexpected = {\"policyengine\": \"4.4.3\", \"policyengine-core\": \"3.26.1\", \"policyengine-uk\": \"2.88.14\"}\nfor name, version in expected.items():\n    actual = md.version(name)\n    assert actual == version, f'{name}: expected {version}, got {actual}'\n",
       "details": {
         "target": "py313",
-        "validated_on_platform": "linux"
+        "validated_on_platform": "macos"
       },
-      "ended_at": "2026-05-09T10:23:21Z",
+      "ended_at": "2026-05-11T21:26:44Z",
       "name": "verify_direct_package_versions",
       "profile": "uk",
       "python_version": "3.13",
-      "started_at": "2026-05-09T10:23:21Z",
+      "started_at": "2026-05-11T21:26:44Z",
       "status": "passed"
     },
     {
-      "command": "/tmp/tmpr7z_c8u8/venv/bin/python -c import policyengine\nimport policyengine_core\nimport policyengine_uk\n",
+      "command": "/var/folders/9l/_wztzgbx7mgc7l1r0416cy7m0000gn/T/tmp_egtkjx3/venv/bin/python -c import policyengine\nimport policyengine_core\nimport policyengine_uk\n",
       "details": {
         "target": "py313",
-        "validated_on_platform": "linux"
+        "validated_on_platform": "macos"
       },
-      "ended_at": "2026-05-09T10:23:28Z",
+      "ended_at": "2026-05-11T21:27:03Z",
       "name": "import_smoke",
       "profile": "uk",
       "python_version": "3.13",
-      "started_at": "2026-05-09T10:23:21Z",
+      "started_at": "2026-05-11T21:26:44Z",
       "status": "passed"
     },
     {
-      "command": "/tmp/tmpr7z_c8u8/venv/bin/python -c import policyengine as pe\npe.uk.calculate_household(people=[{'age': 35}], year=2026)\n",
+      "command": "/var/folders/9l/_wztzgbx7mgc7l1r0416cy7m0000gn/T/tmp_egtkjx3/venv/bin/python -c import policyengine as pe\npe.uk.calculate_household(people=[{'age': 35}], year=2026)\n",
       "details": {
         "target": "py313",
-        "validated_on_platform": "linux"
+        "validated_on_platform": "macos"
       },
-      "ended_at": "2026-05-09T10:23:33Z",
+      "ended_at": "2026-05-11T21:27:06Z",
       "name": "uk_household_smoke",
       "profile": "uk",
       "python_version": "3.13",
-      "started_at": "2026-05-09T10:23:28Z",
+      "started_at": "2026-05-11T21:27:03Z",
       "status": "passed"
     },
     {
@@ -259,7 +267,7 @@
       "details": {
         "path": "install/us/py313/pylock.toml",
         "target": "py313",
-        "validated_on_platform": "linux"
+        "validated_on_platform": "macos"
       },
       "name": "lockfile_present",
       "profile": "us",
@@ -270,7 +278,7 @@
       "details": {
         "path": "install/us/py313/constraints.txt",
         "target": "py313",
-        "validated_on_platform": "linux"
+        "validated_on_platform": "macos"
       },
       "name": "constraints_present",
       "profile": "us",
@@ -278,77 +286,77 @@
       "status": "passed"
     },
     {
-      "command": "uv venv --python 3.13 /tmp/tmpwb1cski5/venv",
+      "command": "uv venv --python 3.13 /var/folders/9l/_wztzgbx7mgc7l1r0416cy7m0000gn/T/tmplcxhsun_/venv",
       "details": {
         "target": "py313",
-        "validated_on_platform": "linux"
+        "validated_on_platform": "macos"
       },
-      "ended_at": "2026-05-09T10:23:33Z",
+      "ended_at": "2026-05-11T21:27:08Z",
       "name": "create_venv",
       "profile": "us",
       "python_version": "3.13",
-      "started_at": "2026-05-09T10:23:33Z",
+      "started_at": "2026-05-11T21:27:08Z",
       "status": "passed"
     },
     {
-      "command": "uv pip install --python /tmp/tmpwb1cski5/venv/bin/python -r .tmp/bundle-4.4.2/install/us/py313/constraints.txt",
+      "command": "uv pip install --python /var/folders/9l/_wztzgbx7mgc7l1r0416cy7m0000gn/T/tmplcxhsun_/venv/bin/python -r bundles/4.4.3/install/us/py313/constraints.txt",
       "details": {
         "target": "py313",
-        "validated_on_platform": "linux"
+        "validated_on_platform": "macos"
       },
-      "ended_at": "2026-05-09T10:23:34Z",
+      "ended_at": "2026-05-11T21:27:09Z",
       "name": "install_constraints",
       "profile": "us",
       "python_version": "3.13",
-      "started_at": "2026-05-09T10:23:33Z",
+      "started_at": "2026-05-11T21:27:08Z",
       "status": "passed"
     },
     {
-      "command": "/tmp/tmpwb1cski5/venv/bin/python -c import importlib.metadata as md\nexpected = {\"policyengine\": \"4.4.2\", \"policyengine-core\": \"3.26.1\", \"policyengine-us\": \"1.687.0\"}\nfor name, version in expected.items():\n    actual = md.version(name)\n    assert actual == version, f'{name}: expected {version}, got {actual}'\n",
+      "command": "/var/folders/9l/_wztzgbx7mgc7l1r0416cy7m0000gn/T/tmplcxhsun_/venv/bin/python -c import importlib.metadata as md\nexpected = {\"policyengine\": \"4.4.3\", \"policyengine-core\": \"3.26.1\", \"policyengine-us\": \"1.690.7\"}\nfor name, version in expected.items():\n    actual = md.version(name)\n    assert actual == version, f'{name}: expected {version}, got {actual}'\n",
       "details": {
         "target": "py313",
-        "validated_on_platform": "linux"
+        "validated_on_platform": "macos"
       },
-      "ended_at": "2026-05-09T10:23:34Z",
+      "ended_at": "2026-05-11T21:27:09Z",
       "name": "verify_direct_package_versions",
       "profile": "us",
       "python_version": "3.13",
-      "started_at": "2026-05-09T10:23:34Z",
+      "started_at": "2026-05-11T21:27:09Z",
       "status": "passed"
     },
     {
-      "command": "/tmp/tmpwb1cski5/venv/bin/python -c import policyengine\nimport policyengine_core\nimport policyengine_us\n",
+      "command": "/var/folders/9l/_wztzgbx7mgc7l1r0416cy7m0000gn/T/tmplcxhsun_/venv/bin/python -c import policyengine\nimport policyengine_core\nimport policyengine_us\n",
       "details": {
         "target": "py313",
-        "validated_on_platform": "linux"
+        "validated_on_platform": "macos"
       },
-      "ended_at": "2026-05-09T10:23:58Z",
+      "ended_at": "2026-05-11T21:27:34Z",
       "name": "import_smoke",
       "profile": "us",
       "python_version": "3.13",
-      "started_at": "2026-05-09T10:23:34Z",
+      "started_at": "2026-05-11T21:27:09Z",
       "status": "passed"
     },
     {
-      "command": "/tmp/tmpwb1cski5/venv/bin/python -c import policyengine as pe\npe.us.calculate_household(people=[{'age': 35}], tax_unit={'filing_status': 'SINGLE'}, year=2026)\n",
+      "command": "/var/folders/9l/_wztzgbx7mgc7l1r0416cy7m0000gn/T/tmplcxhsun_/venv/bin/python -c import policyengine as pe\npe.us.calculate_household(people=[{'age': 35}], tax_unit={'filing_status': 'SINGLE'}, year=2026)\n",
       "details": {
         "target": "py313",
-        "validated_on_platform": "linux"
+        "validated_on_platform": "macos"
       },
-      "ended_at": "2026-05-09T10:24:31Z",
+      "ended_at": "2026-05-11T21:27:51Z",
       "name": "us_household_smoke",
       "profile": "us",
       "python_version": "3.13",
-      "started_at": "2026-05-09T10:23:58Z",
+      "started_at": "2026-05-11T21:27:34Z",
       "status": "passed"
     }
   ],
-  "generated_at": "2026-05-09T10:24:32Z",
+  "generated_at": "2026-05-11T21:27:54Z",
   "metadata": {
     "generated_by": "scripts/validate_bundle.py",
     "validate_runtime": true,
-    "validation_scope": "full",
-    "verify_data": true
+    "validation_scope": "partial",
+    "verify_data": false
   },
   "schema_version": 1,
   "status": "passed"

From dc14da2d856d9ac04f88ee1efe16b320223d77f7 Mon Sep 17 00:00:00 2001
From: Anthony Volk <anth.volk@gmail.com>
Date: Tue, 12 May 2026 16:07:22 +0200
Subject: [PATCH 8/9] Make bundle tests follow vendored manifest

---
 tests/test_policyengine_bundle.py | 44 ++++++++++++++++---------------
 1 file changed, 23 insertions(+), 21 deletions(-)

diff --git a/tests/test_policyengine_bundle.py b/tests/test_policyengine_bundle.py
index 0c3ba261..572ae516 100644
--- a/tests/test_policyengine_bundle.py
+++ b/tests/test_policyengine_bundle.py
@@ -68,11 +68,14 @@ def test_vendored_bundle_matches_policyengine_version() -> None:
 
 
 def test_country_bundle_is_vendored() -> None:
+    manifest = bundle.get_bundle_manifest()
     us_bundle = bundle.get_country_bundle("us")
 
     assert us_bundle["country_id"] == "us"
     assert us_bundle["bundle_version"] == bundle.get_bundle_version()
-    assert us_bundle["model_package"]["version"] == "1.687.0"
+    assert us_bundle["model_package"]["version"] == manifest["packages"][
+        "policyengine-us"
+    ]["version"]
 
 
 def test_require_bundle_strict_checks_installed_versions(monkeypatch) -> None:
@@ -101,34 +104,32 @@ def test_require_bundle_strict_rejects_version_mismatch(monkeypatch) -> None:
         bundle.require_bundle(bundle.get_bundle_version(), profile="us")
 
 
-def test_constraints_url_uses_bundle_install_target() -> None:
-    assert bundle.constraints_url("us", "3.13") == (
-        "https://raw.githubusercontent.com/PolicyEngine/policyengine-bundles/"
-        "v4.4.2/bundles/4.4.2/install/us/py313/constraints.txt"
-    )
-
+def test_constraints_url_uses_bundle_install_targets() -> None:
+    version = bundle.get_bundle_version()
+    profile = bundle.get_bundle_manifest()["profiles"]["us"]
 
-def test_constraints_url_supports_python_314() -> None:
-    assert bundle.constraints_url("us", "3.14") == (
-        "https://raw.githubusercontent.com/PolicyEngine/policyengine-bundles/"
-        "v4.4.2/bundles/4.4.2/install/us/py314/constraints.txt"
-    )
+    for target in profile["install_targets"].values():
+        assert bundle.constraints_url("us", target["python_version"]) == (
+            "https://raw.githubusercontent.com/PolicyEngine/policyengine-bundles/"
+            f"v{version}/bundles/{version}/{target['constraints']}"
+        )
 
 
 def test_install_target_files_are_vendored() -> None:
-    target = bundle.get_install_target("us", "3.13")
-    target_314 = bundle.get_install_target("us", "3.14")
+    profile = bundle.get_bundle_manifest()["profiles"]["us"]
 
-    assert (VENDORED_BUNDLE_ROOT / target["constraints"]).is_file()
-    assert (VENDORED_BUNDLE_ROOT / target["lockfile"]).is_file()
-    assert (VENDORED_BUNDLE_ROOT / target_314["constraints"]).is_file()
-    assert (VENDORED_BUNDLE_ROOT / target_314["lockfile"]).is_file()
+    for target in profile["install_targets"].values():
+        assert (VENDORED_BUNDLE_ROOT / target["constraints"]).is_file()
+        assert (VENDORED_BUNDLE_ROOT / target["lockfile"]).is_file()
     assert (
         VENDORED_BUNDLE_ROOT / bundle.get_bundle_manifest()["validation_report"]
     ).is_file()
 
 
 def test_install_command_uses_target_python_and_constraints() -> None:
+    version = bundle.get_bundle_version()
+    target = bundle.get_install_target("all", "3.13")
+
     assert bundle.install_command(
         "all",
         "3.13",
@@ -138,16 +139,17 @@ def test_install_command_uses_target_python_and_constraints() -> None:
         "-m",
         "pip",
         "install",
-        "policyengine[uk,us]==4.4.2",
+        f"policyengine[uk,us]=={version}",
         "-c",
         (
             "https://raw.githubusercontent.com/PolicyEngine/policyengine-bundles/"
-            "v4.4.2/bundles/4.4.2/install/all/py313/constraints.txt"
+            f"v{version}/bundles/{version}/{target['constraints']}"
         ),
     ]
 
 
 def test_install_profile_supports_dry_run() -> None:
+    version = bundle.get_bundle_version()
     command = bundle.install_profile(
         "uk",
         "3.13",
@@ -160,7 +162,7 @@ def test_install_profile_supports_dry_run() -> None:
         "-m",
         "pip",
         "install",
-        "policyengine[uk]==4.4.2",
+        f"policyengine[uk]=={version}",
     ]
 
 

From f2c5bd432d6e1e131432d6f98ffaf5765f2fdefa Mon Sep 17 00:00:00 2001
From: Anthony Volk <anth.volk@gmail.com>
Date: Tue, 12 May 2026 20:30:37 +0200
Subject: [PATCH 9/9] Require certified bundle evidence for releases

---
 .github/check_bundle_consistency.py | 169 ++++++++++++++++++++--------
 .github/vendor_release_bundle.py    |  54 ++++++++-
 .github/workflows/push.yaml         |   5 +-
 tests/test_policyengine_bundle.py   |  54 ++++++++-
 tests/test_release_manifests.py     |  14 +--
 tests/test_vendor_release_bundle.py |   6 +-
 6 files changed, 238 insertions(+), 64 deletions(-)

diff --git a/.github/check_bundle_consistency.py b/.github/check_bundle_consistency.py
index f3b573a7..e80e96a2 100644
--- a/.github/check_bundle_consistency.py
+++ b/.github/check_bundle_consistency.py
@@ -9,6 +9,8 @@
 from pathlib import Path
 from typing import Any
 
+import tomllib
+
 REPO_ROOT = Path(__file__).resolve().parents[1]
 PYPROJECT = REPO_ROOT / "pyproject.toml"
 VENDORED_BUNDLE_ROOT = REPO_ROOT / "src" / "policyengine" / "data"
@@ -36,9 +38,21 @@ def main() -> int:
             "release assets for this version."
         ),
     )
+    parser.add_argument(
+        "--require-certified",
+        action="store_true",
+        help=(
+            "Require release-grade bundle evidence: digest, full validation, "
+            "and no skipped or failed validation checks."
+        ),
+    )
     args = parser.parse_args()
 
-    errors = check_bundle_consistency(args.release_bundle, args.release_asset_dir)
+    errors = check_bundle_consistency(
+        args.release_bundle,
+        args.release_asset_dir,
+        require_certified=args.require_certified,
+    )
     if errors:
         print("\n".join(f"- {error}" for error in errors), file=sys.stderr)
         return 1
@@ -49,6 +63,8 @@ def main() -> int:
 def check_bundle_consistency(
     release_bundle: Path | None = None,
     release_asset_dir: Path | None = None,
+    *,
+    require_certified: bool = False,
 ) -> list[str]:
     errors: list[str] = []
     bundle = _load_json(BUNDLE_PATH)
@@ -67,10 +83,17 @@ def check_bundle_consistency(
     errors.extend(_check_dev_extra(bundle, extras))
     errors.extend(_check_vendored_bundle_files(bundle))
     errors.extend(_check_country_manifests(bundle))
+    if require_certified:
+        errors.extend(_check_certified_bundle(bundle))
     if release_bundle is not None:
         errors.extend(_check_release_bundle(bundle, _load_json(release_bundle)))
     if release_asset_dir is not None:
-        errors.extend(_check_release_asset_dir(bundle, release_asset_dir))
+        errors.extend(
+            _check_release_asset_dir(
+                bundle,
+                release_asset_dir,
+            )
+        )
     return errors
 
 
@@ -187,12 +210,19 @@ def _check_release_bundle(
     release_bundle: dict[str, Any],
 ) -> list[str]:
     errors = []
-    for field_name in ("bundle_version", "bundle_digest"):
+    for field_name in ("bundle_version",):
         if vendored_bundle.get(field_name) != release_bundle.get(field_name):
             errors.append(
                 f"Vendored {field_name} does not match bundle release asset: "
                 f"{vendored_bundle.get(field_name)} != {release_bundle.get(field_name)}."
             )
+    if vendored_bundle.get("bundle_digest") != release_bundle.get("bundle_digest"):
+        if vendored_bundle.get("bundle_digest") or release_bundle.get("bundle_digest"):
+            errors.append(
+                "Vendored bundle_digest does not match bundle release asset: "
+                f"{vendored_bundle.get('bundle_digest')} != "
+                f"{release_bundle.get('bundle_digest')}."
+            )
     return errors
 
 
@@ -244,12 +274,19 @@ def _check_release_summary(
     checksum_path: Path,
 ) -> list[str]:
     errors = []
-    for field_name in ("bundle_version", "bundle_digest"):
+    for field_name in ("bundle_version",):
         if vendored_bundle.get(field_name) != summary.get(field_name):
             errors.append(
                 f"Vendored {field_name} does not match bundle release summary: "
                 f"{vendored_bundle.get(field_name)} != {summary.get(field_name)}."
             )
+    if vendored_bundle.get("bundle_digest") != summary.get("bundle_digest"):
+        if vendored_bundle.get("bundle_digest") or summary.get("bundle_digest"):
+            errors.append(
+                "Vendored bundle_digest does not match bundle release summary: "
+                f"{vendored_bundle.get('bundle_digest')} != "
+                f"{summary.get('bundle_digest')}."
+            )
     if summary.get("archive") != archive_path.name:
         errors.append(
             "Bundle release summary archive does not match expected asset name: "
@@ -310,16 +347,70 @@ def _check_release_archive(
                 + ", ".join(missing)
                 + "."
             )
-        bundle_member_path = str(Path(archive_root) / "bundle.json")
-        if bundle_member_path not in names:
-            errors.append("Bundle release archive is missing bundle.json.")
-        else:
-            bundle_member = archive.extractfile(bundle_member_path)
-            if bundle_member is None:
-                errors.append("Bundle release archive bundle.json is not a file.")
-                return errors
-            archive_bundle = json.loads(bundle_member.read().decode())
-            errors.extend(_check_release_bundle(vendored_bundle, archive_bundle))
+        for member_path in sorted(expected_members.intersection(names)):
+            member = archive.extractfile(member_path)
+            if member is None:
+                errors.append(f"Bundle release archive {member_path} is not a file.")
+                continue
+            member_bytes = member.read()
+            relative_path = Path(member_path).relative_to(archive_root).as_posix()
+            vendored_path = _vendored_bundle_member_path(relative_path)
+            if not vendored_path.is_file():
+                errors.append(
+                    f"Vendored file is missing for archive member {member_path}."
+                )
+                continue
+            vendored_bytes = vendored_path.read_bytes()
+            if member_bytes != vendored_bytes:
+                errors.append(
+                    "Bundle release archive member does not match vendored file: "
+                    f"{member_path}."
+                )
+            if relative_path == "bundle.json":
+                archive_bundle = json.loads(member_bytes.decode())
+                errors.extend(_check_release_bundle(vendored_bundle, archive_bundle))
+    return errors
+
+
+def _vendored_bundle_member_path(relative_path: str) -> Path:
+    if relative_path == "bundle.json":
+        return BUNDLE_PATH
+    return VENDORED_BUNDLE_ROOT / relative_path
+
+
+def _check_certified_bundle(bundle: dict[str, Any]) -> list[str]:
+    errors = []
+    digest = bundle.get("bundle_digest")
+    if not isinstance(digest, str) or not digest.startswith("sha256:"):
+        errors.append(
+            "Certified bundle must define bundle_digest starting with sha256:."
+        )
+    report_reference = bundle.get("validation_report")
+    if not isinstance(report_reference, str):
+        return errors + ["Certified bundle must define validation_report."]
+    report_path = VENDORED_BUNDLE_ROOT / report_reference
+    if not report_path.is_file():
+        return errors + [
+            f"Certified bundle validation report is missing: {report_reference}."
+        ]
+    report = _load_json(report_path)
+    if report.get("status") != "passed":
+        errors.append(
+            "Certified bundle validation report status must be passed: "
+            f"{report.get('status')}."
+        )
+    metadata = report.get("metadata", {})
+    if metadata.get("validation_scope") != "full":
+        errors.append(
+            "Certified bundle validation report must have validation_scope='full': "
+            f"{metadata.get('validation_scope')}."
+        )
+    for check in report.get("checks", []):
+        if check.get("status") in {"failed", "skipped"}:
+            errors.append(
+                "Certified bundle validation report contains a "
+                f"{check.get('status')} check: {check.get('name')}."
+            )
     return errors
 
 
@@ -351,39 +442,29 @@ def _expected_profile_pins(bundle: dict[str, Any], profile: str) -> dict[str, st
 
 
 def _optional_dependency_pins(pyproject: Path) -> dict[str, dict[str, str]]:
+    pyproject_data = tomllib.loads(pyproject.read_text())
+    optional_dependencies = pyproject_data.get("project", {}).get(
+        "optional-dependencies", {}
+    )
     extras: dict[str, dict[str, str]] = {}
-    current_extra = None
-    in_optional_dependencies = False
-    for raw_line in pyproject.read_text().splitlines():
-        line = raw_line.strip()
-        if line == "[project.optional-dependencies]":
-            in_optional_dependencies = True
-            continue
-        if in_optional_dependencies and line.startswith("["):
-            break
-        if not in_optional_dependencies or not line or line.startswith("#"):
-            continue
-        extra_match = re.match(r"^([A-Za-z0-9_-]+)\s*=\s*\[$", line)
-        if extra_match:
-            current_extra = extra_match.group(1)
-            extras[current_extra] = {}
-            continue
-        if current_extra is None:
-            continue
-        if line == "]":
-            current_extra = None
-            continue
-        dependency_match = re.match(r'^"([^"]+)"\s*,?$', line)
-        if dependency_match:
-            dependency = dependency_match.group(1)
-            pin_match = re.match(r"^([A-Za-z0-9_.-]+)==([^;]+)$", dependency)
-            if pin_match:
-                extras[current_extra][_normalized_package_name(pin_match.group(1))] = (
-                    pin_match.group(2)
-                )
+    for extra_name, dependencies in optional_dependencies.items():
+        extras[extra_name] = {}
+        for dependency in dependencies:
+            pin = _exact_dependency_pin(dependency)
+            if pin is not None:
+                package_name, version = pin
+                extras[extra_name][_normalized_package_name(package_name)] = version
     return extras
 
 
+def _exact_dependency_pin(dependency: str) -> tuple[str, str] | None:
+    requirement = dependency.split(";", 1)[0].strip()
+    match = re.match(r"^([A-Za-z0-9_.-]+)\s*==\s*([^,\s]+)$", requirement)
+    if match is None:
+        return None
+    return match.group(1), match.group(2)
+
+
 def _pyproject_version(pyproject: Path) -> str:
     match = re.search(
         r'^version\s*=\s*"([^"]+)"',
@@ -396,7 +477,7 @@ def _pyproject_version(pyproject: Path) -> str:
 
 
 def _normalized_package_name(package_name: str) -> str:
-    return package_name.replace("_", "-").lower()
+    return re.sub(r"[-_.]+", "-", package_name).lower()
 
 
 def _load_json(path: Path) -> dict[str, Any]:
diff --git a/.github/vendor_release_bundle.py b/.github/vendor_release_bundle.py
index 2876c03d..e9be3dea 100644
--- a/.github/vendor_release_bundle.py
+++ b/.github/vendor_release_bundle.py
@@ -281,13 +281,63 @@ def _update_pyproject_pins(bundle: dict[str, Any], pyproject_path: Path) -> None
         version = package.get("version")
         if not isinstance(version, str):
             continue
-        pattern = rf'("{re.escape(package_name)}==)[^"]+(")'
-        text, replacements = re.subn(pattern, rf"\g<1>{version}\g<2>", text)
+        text, replacements = _replace_optional_dependency_pin(
+            text,
+            package_name=package_name,
+            version=version,
+        )
         if replacements == 0:
             raise ValueError(f"Could not find pyproject pin for {package_name}.")
     pyproject_path.write_text(text)
 
 
+def _replace_optional_dependency_pin(
+    text: str,
+    *,
+    package_name: str,
+    version: str,
+) -> tuple[str, int]:
+    normalized_target = _normalized_package_name(package_name)
+    replacements = 0
+    output_lines = []
+    in_optional_dependencies = False
+    for raw_line in text.splitlines(keepends=True):
+        line = raw_line.strip()
+        if line == "[project.optional-dependencies]":
+            in_optional_dependencies = True
+            output_lines.append(raw_line)
+            continue
+        if in_optional_dependencies and line.startswith("["):
+            in_optional_dependencies = False
+        if not in_optional_dependencies:
+            output_lines.append(raw_line)
+            continue
+        dependency_match = re.match(r'^(\s*)"([^"]+)"(,?\s*)$', raw_line)
+        if dependency_match is None:
+            output_lines.append(raw_line)
+            continue
+        indent, dependency, suffix = dependency_match.groups()
+        dependency_name = _dependency_name(dependency)
+        if _normalized_package_name(dependency_name) != normalized_target:
+            output_lines.append(raw_line)
+            continue
+        output_lines.append(f'{indent}"{package_name}=={version}"{suffix}')
+        replacements += 1
+    return "".join(output_lines), replacements
+
+
+def _dependency_name(dependency: str) -> str:
+    requirement = dependency.split(";", 1)[0].strip()
+    match = re.match(r"^([A-Za-z0-9_.-]+)", requirement)
+    if match is None:
+        return requirement
+    return match.group(1)
+
+
+def _normalized_package_name(package_name: str) -> str:
+    return re.sub(r"[-_.]+", "-", package_name).lower()
+
+
 def _load_json(path: Path) -> dict[str, Any]:
     return json.loads(path.read_text())
 
diff --git a/.github/workflows/push.yaml b/.github/workflows/push.yaml
index 3e73b238..fab5643d 100644
--- a/.github/workflows/push.yaml
+++ b/.github/workflows/push.yaml
@@ -126,7 +126,7 @@ jobs:
           HUGGING_FACE_TOKEN: ${{ secrets.HUGGING_FACE_TOKEN }}
         run: python scripts/generate_trace_tros.py
       - name: Verify vendored bundle consistency
-        run: python .github/check_bundle_consistency.py
+        run: python .github/check_bundle_consistency.py --require-certified
       - name: Update changelog and TROs
         uses: EndBug/add-and-commit@v9
         with:
@@ -173,7 +173,8 @@ jobs:
             -o "${ASSET_DIR}/policyengine-bundle-${VERSION}.tar.gz.sha256" \
             "https://github.com/PolicyEngine/policyengine-bundles/releases/download/v${VERSION}/policyengine-bundle-${VERSION}.tar.gz.sha256"
           python .github/check_bundle_consistency.py \
-            --release-asset-dir "$ASSET_DIR"
+            --release-asset-dir "$ASSET_DIR" \
+            --require-certified
       - name: Publish a git tag
         run: ".github/publish-git-tag.sh"
       - name: Build package
diff --git a/tests/test_policyengine_bundle.py b/tests/test_policyengine_bundle.py
index 572ae516..5581f364 100644
--- a/tests/test_policyengine_bundle.py
+++ b/tests/test_policyengine_bundle.py
@@ -2,6 +2,7 @@
 
 import hashlib
 import importlib.util
+import io
 import json
 import re
 import tarfile
@@ -64,7 +65,8 @@ def test_vendored_bundle_matches_policyengine_version() -> None:
 
     assert manifest["bundle_version"] == pyproject_version()
     assert manifest["policyengine"]["version"] == pyproject_version()
-    assert bundle.get_bundle_digest().startswith("sha256:")
+    digest = bundle.get_bundle_digest()
+    assert digest is None or digest.startswith("sha256:")
 
 
 def test_country_bundle_is_vendored() -> None:
@@ -73,9 +75,10 @@ def test_country_bundle_is_vendored() -> None:
 
     assert us_bundle["country_id"] == "us"
     assert us_bundle["bundle_version"] == bundle.get_bundle_version()
-    assert us_bundle["model_package"]["version"] == manifest["packages"][
-        "policyengine-us"
-    ]["version"]
+    assert (
+        us_bundle["model_package"]["version"]
+        == manifest["packages"]["policyengine-us"]["version"]
+    )
 
 
 def test_require_bundle_strict_checks_installed_versions(monkeypatch) -> None:
@@ -175,6 +178,16 @@ def test_repository_bundle_consistency_check_passes() -> None:
     assert check_bundle_consistency.check_bundle_consistency() == []
 
 
+def test_certified_bundle_check_requires_release_grade_evidence() -> None:
+    errors = check_bundle_consistency.check_bundle_consistency(
+        require_certified=True,
+    )
+
+    assert "Certified bundle must define bundle_digest starting with sha256:." in errors
+    assert any("validation_scope='full'" in error for error in errors)
+    assert any("skipped check" in error for error in errors)
+
+
 def test_release_asset_dir_consistency_check_passes(tmp_path: Path) -> None:
     asset_dir = _write_release_assets(tmp_path)
 
@@ -201,11 +214,34 @@ def test_release_asset_dir_consistency_requires_archive(tmp_path: Path) -> None:
     )
 
 
-def _write_release_assets(tmp_path: Path) -> Path:
+def test_release_asset_dir_consistency_rejects_archive_member_mismatch(
+    tmp_path: Path,
+) -> None:
+    manifest = bundle.get_bundle_manifest()
+    asset_dir = _write_release_assets(
+        tmp_path,
+        archive_overrides={
+            manifest["validation_report"]: '{"status": "stale"}\n',
+        },
+    )
+
+    errors = check_bundle_consistency.check_bundle_consistency(
+        release_asset_dir=asset_dir,
+    )
+
+    assert any("validation-report.json" in error for error in errors)
+
+
+def _write_release_assets(
+    tmp_path: Path,
+    *,
+    archive_overrides: dict[str, str] | None = None,
+) -> Path:
     manifest = bundle.get_bundle_manifest()
     version = manifest["bundle_version"]
     asset_dir = tmp_path / "assets"
     asset_dir.mkdir()
+    overrides = archive_overrides or {}
 
     _write_json(asset_dir / f"bundle-{version}.json", manifest)
     validation_report = json.loads(
@@ -221,6 +257,12 @@ def _write_release_assets(tmp_path: Path) -> Path:
     }
     with tarfile.open(archive_path, "w:gz") as archive:
         for relative_path in sorted(archive_members):
+            if relative_path in overrides:
+                payload = overrides[relative_path].encode()
+                info = tarfile.TarInfo(str(Path(archive_root) / relative_path))
+                info.size = len(payload)
+                archive.addfile(info, io.BytesIO(payload))
+                continue
             archive.add(
                 VENDORED_BUNDLE_ROOT / relative_path,
                 arcname=str(Path(archive_root) / relative_path),
@@ -234,7 +276,7 @@ def _write_release_assets(tmp_path: Path) -> Path:
         asset_dir / f"policyengine-bundle-{version}.json",
         {
             "bundle_version": version,
-            "bundle_digest": manifest["bundle_digest"],
+            "bundle_digest": manifest.get("bundle_digest"),
             "archive": archive_path.name,
             "archive_sha256": archive_sha256,
         },
diff --git a/tests/test_release_manifests.py b/tests/test_release_manifests.py
index 3077d44f..a202176c 100644
--- a/tests/test_release_manifests.py
+++ b/tests/test_release_manifests.py
@@ -526,7 +526,9 @@ def test__given_manifest_certification__then_release_bundle_exposes_it(self):
         assert bundle["default_dataset_uri"] == manifest.default_dataset_uri
         assert bundle["certified_data_build_id"] == "policyengine-uk-data-1.55.5"
         assert bundle["data_build_model_version"] == "2.88.14"
-        assert bundle["compatibility_basis"] == "matching_data_build_fingerprint"
+        assert (
+            bundle["compatibility_basis"] == manifest.certification.compatibility_basis
+        )
         assert bundle["certified_by"] == "policyengine.py bundled manifest"
 
     def test__given_runtime_certification__then_release_bundle_prefers_runtime_value(
@@ -575,9 +577,8 @@ def test__given_us_managed_microsimulation__then_passes_certified_dataset_and_bu
             microsim.policyengine_bundle["policyengine_bundle_version"]
             == POLICYENGINE_VERSION
         )
-        assert microsim.policyengine_bundle["policyengine_bundle_digest"].startswith(
-            "sha256:"
-        )
+        digest = microsim.policyengine_bundle["policyengine_bundle_digest"]
+        assert digest is None or digest.startswith("sha256:")
         assert microsim.policyengine_bundle["profile"] == "us"
         assert microsim.policyengine_bundle["runtime_dataset_managed"] is True
         assert microsim.policyengine_bundle["runtime_dataset"] == "enhanced_cps_2024"
@@ -625,9 +626,8 @@ def test__given_uk_managed_dataset_name__then_resolves_within_bundle(self):
             microsim.policyengine_bundle["policyengine_bundle_version"]
             == POLICYENGINE_VERSION
         )
-        assert microsim.policyengine_bundle["policyengine_bundle_digest"].startswith(
-            "sha256:"
-        )
+        digest = microsim.policyengine_bundle["policyengine_bundle_digest"]
+        assert digest is None or digest.startswith("sha256:")
         assert microsim.policyengine_bundle["profile"] == "uk"
         assert microsim.policyengine_bundle["runtime_dataset_managed"] is True
         assert microsim.policyengine_bundle["runtime_dataset"] == "enhanced_frs_2023_24"
diff --git a/tests/test_vendor_release_bundle.py b/tests/test_vendor_release_bundle.py
index 42043f36..a50f3e28 100644
--- a/tests/test_vendor_release_bundle.py
+++ b/tests/test_vendor_release_bundle.py
@@ -137,11 +137,11 @@ def test_vendor_bundle_derives_py_release_manifest_and_pins(tmp_path: Path) -> N
     pyproject.write_text(
         "[project.optional-dependencies]\n"
         "us = [\n"
-        '    "policyengine-core==0.0.1",\n'
-        '    "policyengine-us==0.0.1",\n'
+        '    "policyengine_core>=0.0.1",\n'
+        '    "policyengine_us==0.0.1",\n'
         "]\n"
         "dev = [\n"
-        '    "policyengine-core==0.0.1",\n'
+        '    "policyengine-core>=0.0.1",\n'
         '    "policyengine-us==0.0.1",\n'
         "]\n"
     )