diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml index 6a25ac2..6e7751b 100644 --- a/.github/workflows/ci.yml +++ b/.github/workflows/ci.yml @@ -19,23 +19,37 @@ jobs: steps: - uses: actions/checkout@v4 - - name: Set up Python - uses: actions/setup-python@v5 + - name: Install uv + uses: astral-sh/setup-uv@v4 with: python-version: ${{ matrix.python-version }} - cache: pip - cache-dependency-path: pyproject.toml + enable-cache: true + cache-dependency-glob: "uv.lock" - - name: Install - run: | - python -m pip install --upgrade pip - pip install -e '.[dev]' + - name: Install project (locked) + run: uv sync --all-extras + + - name: Lint (ruff check) + run: uv run ruff check src tests - - name: Lint (ruff) - run: ruff check src tests + - name: Format (ruff format --check) + run: uv run ruff format --check src tests - name: Type-check (mypy) - run: mypy src + run: uv run mypy src - - name: Unit tests - run: pytest tests/unit -q + - name: Unit tests (with coverage) + run: | + uv run pytest tests/unit -q \ + --cov=lago_agent_sdk \ + --cov-report=term-missing \ + --cov-report=xml \ + --cov-fail-under=80 + + - name: Upload coverage artifact + if: matrix.os == 'ubuntu-latest' && matrix.python-version == '3.12' + uses: actions/upload-artifact@v4 + with: + name: coverage-xml + path: coverage.xml + if-no-files-found: warn diff --git a/.gitignore b/.gitignore index 3b8f8ee..c836f0e 100644 --- a/.gitignore +++ b/.gitignore @@ -19,6 +19,7 @@ dist/ .mypy_cache/ .ruff_cache/ .coverage +coverage.xml htmlcov/ # Editor / OS diff --git a/.python-version b/.python-version new file mode 100644 index 0000000..2c07333 --- /dev/null +++ b/.python-version @@ -0,0 +1 @@ +3.11 diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md index 18f420b..368a059 100644 --- a/CONTRIBUTING.md +++ b/CONTRIBUTING.md @@ -2,33 +2,64 @@ ## Development setup +Recommended: [uv](https://docs.astral.sh/uv/) (10× faster installs, lockfile-driven reproducible envs): + ```bash git clone https://github.com/getlago/lago-agent-sdk-python cd lago-agent-sdk-python -python3.11 -m venv venv -source venv/bin/activate +uv sync --all-extras # creates .venv, installs from uv.lock +``` + +Plain pip works too: + +```bash +python3.11 -m venv venv && source venv/bin/activate pip install -e '.[dev]' ``` +Common workflows are wired through the Makefile: + +```bash +make sync # install/sync deps from uv.lock +make test # unit tests +make lint # ruff check + ruff format --check + mypy +make format # auto-fix lint and format +make check # lint + test (what CI runs) +``` + ## Run tests ```bash # Unit tests (fast, no network) -pytest tests/unit +make test + +# Unit tests with coverage report +uv run pytest tests/unit --cov=lago_agent_sdk --cov-report=term-missing # Integration tests (require credentials — see env vars in each test) AWS_BEARER_TOKEN_BEDROCK="..." \ MISTRAL_API_KEY="..." \ LAGO_API_URL="..." LAGO_API_KEY="..." LAGO_EXTERNAL_SUBSCRIPTION_ID="..." \ -pytest tests/integration +uv run pytest tests/integration -q ``` ## Linting and type checks ```bash -ruff check src tests -ruff format --check src tests -mypy src +make lint # all three at once +# or directly: +uv run ruff check src tests +uv run ruff format --check src tests +uv run mypy src +``` + +CI gates on all of the above plus an 80% coverage floor. Raising the floor is encouraged as coverage improves. + +## Updating dependencies + +```bash +uv lock --upgrade # refresh the lockfile (commit the diff) +uv lock --upgrade-package X # bump a single package ``` ## Where things live diff --git a/LICENSE b/LICENSE new file mode 100644 index 0000000..93c81e5 --- /dev/null +++ b/LICENSE @@ -0,0 +1,21 @@ +The MIT License (MIT) + +Copyright (c) 2025–2026 Lago + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. \ No newline at end of file diff --git a/Makefile b/Makefile new file mode 100644 index 0000000..e70c568 --- /dev/null +++ b/Makefile @@ -0,0 +1,21 @@ +.PHONY: sync test smoke lint format check clean + +sync: + uv sync --all-extras + +test: + uv run pytest tests/unit -q + +smoke: + uv run python tests/smoke.py + +lint: + uv run ruff check src tests + uv run ruff format --check src tests + uv run mypy src + +format: + uv run ruff format src tests + uv run ruff check --fix src tests + +check: lint test diff --git a/README.md b/README.md index 640053c..89ad3f9 100644 --- a/README.md +++ b/README.md @@ -163,3 +163,7 @@ pytest tests/integration ## Security Found a vulnerability? See [SECURITY.md](SECURITY.md). + +## License + +[MIT LICENSE](LICENSE). diff --git a/pyproject.toml b/pyproject.toml index da5896f..8c23f42 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -29,6 +29,7 @@ mistral = ["mistralai>=2.0"] dev = [ "pytest>=7", "pytest-asyncio>=0.23", + "pytest-cov>=5", "boto3>=1.34", "mistralai>=2.0", "hypothesis>=6", diff --git a/src/lago_agent_sdk/__init__.py b/src/lago_agent_sdk/__init__.py index fd60147..6e3347b 100644 --- a/src/lago_agent_sdk/__init__.py +++ b/src/lago_agent_sdk/__init__.py @@ -1,4 +1,5 @@ """Lago Agent SDK — Python.""" + from .canonical import CanonicalUsage from .config import DEFAULT_METRIC_CODES, LagoConfig from .exceptions import ( diff --git a/src/lago_agent_sdk/adapters/bedrock_converse.py b/src/lago_agent_sdk/adapters/bedrock_converse.py index 252784e..98e64b1 100644 --- a/src/lago_agent_sdk/adapters/bedrock_converse.py +++ b/src/lago_agent_sdk/adapters/bedrock_converse.py @@ -8,6 +8,7 @@ - full-cache : adds cacheReadInputTokens + cacheWriteInputTokens (Claude Sonnet 4.5/4.6, Haiku 4.5, Opus 4.5/4.6). """ + from __future__ import annotations from typing import Any diff --git a/src/lago_agent_sdk/adapters/bedrock_invoke.py b/src/lago_agent_sdk/adapters/bedrock_invoke.py index 93ab9a6..3eb5e81 100644 --- a/src/lago_agent_sdk/adapters/bedrock_invoke.py +++ b/src/lago_agent_sdk/adapters/bedrock_invoke.py @@ -12,6 +12,7 @@ 4.6.7 mistral_legacy — Mistral 7B / Mixtral 8x7B / Mistral Large 24.02 (no usage; emit WARN, return _no_usage extras) """ + from __future__ import annotations import logging @@ -154,7 +155,9 @@ def _extract_anthropic(resp: dict[str, Any], model_id: str) -> CanonicalUsage: # Tool calls — count `type == "tool_use"` content blocks content = resp.get("content") if isinstance(resp, dict) else None tool_calls = ( - sum(1 for b in content if isinstance(b, dict) and b.get("type") == "tool_use") if isinstance(content, list) else 0 + sum(1 for b in content if isinstance(b, dict) and b.get("type") == "tool_use") + if isinstance(content, list) + else 0 ) for k, v in usage.items(): diff --git a/src/lago_agent_sdk/adapters/mistral_native.py b/src/lago_agent_sdk/adapters/mistral_native.py index d92f35c..4581b59 100644 --- a/src/lago_agent_sdk/adapters/mistral_native.py +++ b/src/lago_agent_sdk/adapters/mistral_native.py @@ -5,6 +5,7 @@ (NOT `usage.prompt_cache_hit_tokens` — that field does not exist) - Reasoning, cache_write, image_input, audio_input not exposed by Mistral. """ + from __future__ import annotations from typing import Any diff --git a/src/lago_agent_sdk/canonical.py b/src/lago_agent_sdk/canonical.py index 51365a7..6ec8dff 100644 --- a/src/lago_agent_sdk/canonical.py +++ b/src/lago_agent_sdk/canonical.py @@ -1,4 +1,5 @@ """CanonicalUsage — normalized usage shape emitted to Lago.""" + from __future__ import annotations from dataclasses import asdict, dataclass, field diff --git a/src/lago_agent_sdk/config.py b/src/lago_agent_sdk/config.py index 4f1402a..0383117 100644 --- a/src/lago_agent_sdk/config.py +++ b/src/lago_agent_sdk/config.py @@ -1,4 +1,5 @@ """LagoConfig — runtime configuration for the SDK.""" + from __future__ import annotations from collections.abc import Callable @@ -18,9 +19,18 @@ } +def _mask_api_key(api_key: str) -> str: + """Render an api key safe for logs/repr: keeps a 4-char tail for debuggability.""" + if not api_key: + return "" + if len(api_key) <= 8: + return "***" + return f"***{api_key[-4:]}" + + @dataclass class LagoConfig: - api_key: str = "" + api_key: str = field(default="", repr=False) api_url: str = "https://api.getlago.com/api/v1" default_subscription_id: str | None = None metric_codes: dict[str, str] = field(default_factory=lambda: dict(DEFAULT_METRIC_CODES)) @@ -30,3 +40,15 @@ class LagoConfig: request_timeout_seconds: float = 10.0 max_retry_seconds: float = 60.0 on_error: Callable[[Exception, str], None] | None = None + + def __repr__(self) -> str: + return ( + f"LagoConfig(api_key={_mask_api_key(self.api_key)!r}, " + f"api_url={self.api_url!r}, " + f"default_subscription_id={self.default_subscription_id!r}, " + f"flush_interval_seconds={self.flush_interval_seconds}, " + f"max_batch_size={self.max_batch_size}, " + f"max_buffer_size={self.max_buffer_size}, " + f"request_timeout_seconds={self.request_timeout_seconds}, " + f"max_retry_seconds={self.max_retry_seconds})" + ) diff --git a/src/lago_agent_sdk/detector.py b/src/lago_agent_sdk/detector.py index 622848e..f20def8 100644 --- a/src/lago_agent_sdk/detector.py +++ b/src/lago_agent_sdk/detector.py @@ -1,4 +1,5 @@ """Detect which client kind was passed to wrap().""" + from __future__ import annotations from typing import Any diff --git a/src/lago_agent_sdk/exceptions.py b/src/lago_agent_sdk/exceptions.py index d6af1af..4e60af9 100644 --- a/src/lago_agent_sdk/exceptions.py +++ b/src/lago_agent_sdk/exceptions.py @@ -1,4 +1,5 @@ """Error types for the Lago Agent SDK.""" + from __future__ import annotations diff --git a/src/lago_agent_sdk/lago_client.py b/src/lago_agent_sdk/lago_client.py index a881c60..cf32d38 100644 --- a/src/lago_agent_sdk/lago_client.py +++ b/src/lago_agent_sdk/lago_client.py @@ -1,4 +1,5 @@ """Thin HTTP client to Lago.""" + from __future__ import annotations import json @@ -15,6 +16,15 @@ def __init__(self, api_key: str, api_url: str, timeout: float = 10.0) -> None: self.api_url = api_url.rstrip("/") self.timeout = timeout + def __repr__(self) -> str: + if not self.api_key: + masked = "" + elif len(self.api_key) <= 8: + masked = "***" + else: + masked = f"***{self.api_key[-4:]}" + return f"LagoClient(api_key={masked!r}, api_url={self.api_url!r}, timeout={self.timeout})" + def send_batch(self, events: list[dict[str, Any]]) -> None: if not events: return diff --git a/src/lago_agent_sdk/queue.py b/src/lago_agent_sdk/queue.py index 99b090a..8c7f401 100644 --- a/src/lago_agent_sdk/queue.py +++ b/src/lago_agent_sdk/queue.py @@ -5,6 +5,7 @@ failure, re-prepends the batch and applies exponential backoff (1s, 2s, 4s, 8s, capped at 60s). Resets on next success. """ + from __future__ import annotations import atexit @@ -135,7 +136,9 @@ def _run(self) -> None: pass logger.warning("lago send_batch failed: %s", exc) self._backoff_seconds = ( - 1.0 if self._backoff_seconds == 0 else min(self._backoff_seconds * 2, self._max_retry_seconds) + 1.0 + if self._backoff_seconds == 0 + else min(self._backoff_seconds * 2, self._max_retry_seconds) ) break # drain on exit diff --git a/src/lago_agent_sdk/sdk.py b/src/lago_agent_sdk/sdk.py index 22aad28..c401df5 100644 --- a/src/lago_agent_sdk/sdk.py +++ b/src/lago_agent_sdk/sdk.py @@ -1,4 +1,5 @@ """LagoSDK — primary entrypoint.""" + from __future__ import annotations import contextvars @@ -70,13 +71,17 @@ def _resolve_subscription(self, override: str | None) -> str | None: # ------------------------------------------------------------------ # Wrap() # ------------------------------------------------------------------ - def wrap(self, client: Any, dimensions: dict[str, Any] | None = None, subscription: str | None = None) -> Any: + def wrap( + self, client: Any, dimensions: dict[str, Any] | None = None, subscription: str | None = None + ) -> Any: kind = detect_client_kind(client) if kind == "bedrock": from .wrappers.boto3_bedrock import wrap_boto3_bedrock_client + return wrap_boto3_bedrock_client(self, client, dimensions=dimensions, subscription=subscription) if kind == "mistral": from .wrappers.mistral import wrap_mistral_client + return wrap_mistral_client(self, client, dimensions=dimensions, subscription=subscription) if kind == "unknown": raise UnknownClientError( diff --git a/src/lago_agent_sdk/wrappers/boto3_bedrock.py b/src/lago_agent_sdk/wrappers/boto3_bedrock.py index 8a3f94f..d465942 100644 --- a/src/lago_agent_sdk/wrappers/boto3_bedrock.py +++ b/src/lago_agent_sdk/wrappers/boto3_bedrock.py @@ -7,6 +7,7 @@ once, parse JSON, extract usage, and **re-wrap** it as a fresh `StreamingBody` so customer code reading `response['body'].read()` works unchanged. """ + from __future__ import annotations import io @@ -31,6 +32,7 @@ def _restream_body(body_bytes: bytes) -> Any: """Build a botocore StreamingBody equivalent so customer .read() still works.""" try: from botocore.response import StreamingBody + return StreamingBody(io.BytesIO(body_bytes), len(body_bytes)) except Exception: # noqa: BLE001 return io.BytesIO(body_bytes) @@ -159,8 +161,8 @@ def _wrap_invoke_stream() -> Iterator[Any]: # or OpenAI-compat shape on the final delta), and Bedrock's invocation # metrics on the very last `message_stop` chunk. We accumulate both # without overwriting and pick the richer one at the end. - usage_payload: dict[str, Any] = {} # Anthropic / OpenAI-shape - bedrock_metrics: dict[str, Any] = {} # amazon-bedrock-invocationMetrics + usage_payload: dict[str, Any] = {} # Anthropic / OpenAI-shape + bedrock_metrics: dict[str, Any] = {} # amazon-bedrock-invocationMetrics try: for event in original_body: if isinstance(event, dict) and "chunk" in event: diff --git a/src/lago_agent_sdk/wrappers/mistral.py b/src/lago_agent_sdk/wrappers/mistral.py index dc81161..1015848 100644 --- a/src/lago_agent_sdk/wrappers/mistral.py +++ b/src/lago_agent_sdk/wrappers/mistral.py @@ -3,6 +3,7 @@ Wraps `Mistral.chat.complete` and `.stream` in place — instrumentation never breaks the customer's call. Streaming captures usage from the final chunk. """ + from __future__ import annotations import logging diff --git a/tests/integration/test_lago_reconciliation.py b/tests/integration/test_lago_reconciliation.py index 1ee7cbe..46edb09 100644 --- a/tests/integration/test_lago_reconciliation.py +++ b/tests/integration/test_lago_reconciliation.py @@ -3,6 +3,7 @@ Skipped unless LAGO_API_URL, LAGO_API_KEY, and LAGO_EXTERNAL_SUBSCRIPTION_ID are set. Requires `truststore` if Lago is on a self-signed dev cert. """ + from __future__ import annotations import os @@ -15,6 +16,7 @@ try: import truststore + truststore.inject_into_ssl() except Exception: # noqa: BLE001 pass diff --git a/tests/integration/test_live_bedrock.py b/tests/integration/test_live_bedrock.py index 271f29c..e972324 100644 --- a/tests/integration/test_live_bedrock.py +++ b/tests/integration/test_live_bedrock.py @@ -4,6 +4,7 @@ events are sent. Verifies that wrapping the bearer-token REST flow produces correctly-shaped events at the Lago HTTP boundary. """ + from __future__ import annotations import json diff --git a/tests/integration/test_live_mistral.py b/tests/integration/test_live_mistral.py index 5913e14..39e3a5a 100644 --- a/tests/integration/test_live_mistral.py +++ b/tests/integration/test_live_mistral.py @@ -2,6 +2,7 @@ Skipped unless MISTRAL_API_KEY is set. """ + from __future__ import annotations import json @@ -42,6 +43,7 @@ def _spawn_lago(): def test_live_mistral_chat_complete_emits_to_lago(): from mistralai.client import Mistral + server, url = _spawn_lago() try: sdk = LagoSDK(api_key="x", api_url=url, default_subscription_id="sub_int") @@ -66,6 +68,7 @@ def test_live_mistral_chat_complete_emits_to_lago(): def test_live_mistral_chat_stream_emits_to_lago(): from mistralai.client import Mistral + server, url = _spawn_lago() try: sdk = LagoSDK(api_key="x", api_url=url, default_subscription_id="sub_int") diff --git a/tests/integration/test_live_streaming.py b/tests/integration/test_live_streaming.py index 97dc379..0556c8d 100644 --- a/tests/integration/test_live_streaming.py +++ b/tests/integration/test_live_streaming.py @@ -4,6 +4,7 @@ `converse_stream` and `invoke_model_with_response_stream` via the bearer REST surface, reshaped into the same flow our wrapper drains. """ + from __future__ import annotations import json @@ -79,14 +80,14 @@ def test_live_invoke_model_stream_emits_events(): try: sdk = LagoSDK(api_key="x", api_url=url, default_subscription_id="sub_int") client = _fresh_client(sdk) - body = json.dumps({ - "anthropic_version": "bedrock-2023-05-31", - "max_tokens": 40, - "messages": [{"role": "user", "content": PROMPT}], - }) - resp = client.invoke_model_with_response_stream( - modelId="eu.anthropic.claude-sonnet-4-6", body=body + body = json.dumps( + { + "anthropic_version": "bedrock-2023-05-31", + "max_tokens": 40, + "messages": [{"role": "user", "content": PROMPT}], + } ) + resp = client.invoke_model_with_response_stream(modelId="eu.anthropic.claude-sonnet-4-6", body=body) for _event in resp["body"]: pass assert sdk.flush(timeout=10.0) diff --git a/tests/integration/test_outage_replay.py b/tests/integration/test_outage_replay.py index 6859cde..0b6e0af 100644 --- a/tests/integration/test_outage_replay.py +++ b/tests/integration/test_outage_replay.py @@ -1,4 +1,5 @@ """Outage replay — Lago fails for N seconds; events buffer and arrive in order on recovery.""" + from __future__ import annotations import json diff --git a/tests/smoke.py b/tests/smoke.py new file mode 100644 index 0000000..74180ca --- /dev/null +++ b/tests/smoke.py @@ -0,0 +1,82 @@ +"""Smoke test for the Lago Agent SDK against AWS Bedrock. + +Reads credentials from .env (or the surrounding shell), wraps a Bedrock +client, makes one converse() call, and flushes the usage event to Lago. + +This is NOT a pytest test — it costs real money (one Bedrock call + one +Lago event). The filename intentionally avoids pytest's `test_*.py` / +`*_test.py` discovery patterns so it's never auto-collected. + +Run: + uv run python tests/smoke.py + +Required env vars: + LAGO_API_KEY + LAGO_EXTERNAL_SUBSCRIPTION_ID + AWS_BEARER_TOKEN_BEDROCK +""" + +from __future__ import annotations + +import os +import pathlib +import sys + +import boto3 + +from lago_agent_sdk import LagoSDK + +_REPO_ROOT = pathlib.Path(__file__).resolve().parent.parent + + +def _load_dotenv(path: pathlib.Path | None = None) -> None: + """Tiny no-deps .env loader. Skips comments, blanks, and already-set vars.""" + p = path or (_REPO_ROOT / ".env") + if not p.exists(): + return + for raw in p.read_text().splitlines(): + line = raw.strip() + if not line or line.startswith("#") or "=" not in line: + continue + key, _, value = line.partition("=") + key = key.strip().lstrip("export ").strip() + value = value.strip().strip("'").strip('"') + os.environ.setdefault(key, value) + + +def main() -> int: + _load_dotenv() + + try: + api_key = os.environ["LAGO_API_KEY"] + subscription = os.environ["LAGO_EXTERNAL_SUBSCRIPTION_ID"] + except KeyError as missing: + print(f"error: {missing} is required (set in .env or shell)", file=sys.stderr) + return 1 + + api_url = os.environ.get("LAGO_API_URL", "https://api.getlago.com/api/v1/") + region = os.environ.get("BEDROCK_REGION", "eu-west-1") + model_id = os.environ.get("BEDROCK_MODEL_ID", "eu.amazon.nova-lite-v1:0") + + sdk = LagoSDK(api_key=api_key, api_url=api_url) + bedrock = sdk.wrap(boto3.client("bedrock-runtime", region_name=region)) + + resp = bedrock.converse( + modelId=model_id, + messages=[{"role": "user", "content": [{"text": "what is the capital of France?"}]}], + extra_lago={"subscription": subscription}, + ) + + print(resp["output"]["message"]["content"][0]["text"]) + print("\ntokens:", resp["usage"]) + + # Ship the usage event before exit — atexit would handle it too, but + # explicit makes failures (network errors, etc.) visible synchronously. + if not sdk.flush(timeout=10.0): + print("warning: lago queue did not drain within 10s", file=sys.stderr) + return 2 + return 0 + + +if __name__ == "__main__": + sys.exit(main()) diff --git a/tests/unit/adapters/fixtures/capture.py b/tests/unit/adapters/fixtures/capture.py index 6c21dc8..0984da2 100644 --- a/tests/unit/adapters/fixtures/capture.py +++ b/tests/unit/adapters/fixtures/capture.py @@ -10,6 +10,7 @@ proves the dispatch picks the right adapter for every model and the adapter handles its real shape. """ + from __future__ import annotations import json @@ -30,10 +31,14 @@ def headers(api_key: str) -> dict[str, str]: def discover(api_key: str) -> tuple[list[dict], dict[str, str]]: - r = requests.get(f"https://bedrock.{REGION}.amazonaws.com/foundation-models", headers=headers(api_key), timeout=30) + r = requests.get( + f"https://bedrock.{REGION}.amazonaws.com/foundation-models", headers=headers(api_key), timeout=30 + ) r.raise_for_status() models = r.json().get("modelSummaries", []) - r = requests.get(f"https://bedrock.{REGION}.amazonaws.com/inference-profiles", headers=headers(api_key), timeout=30) + r = requests.get( + f"https://bedrock.{REGION}.amazonaws.com/inference-profiles", headers=headers(api_key), timeout=30 + ) r.raise_for_status() profiles = r.json().get("inferenceProfileSummaries", []) profile_by_arn: dict[str, str] = {} @@ -65,9 +70,16 @@ def callable_for(model: dict, profile_by_arn: dict[str, str]) -> str | None: def make_invoke_body(mid: str, prompt: str, max_tokens: int) -> dict | None: m = mid.lower() if "anthropic" in m: - return {"anthropic_version": "bedrock-2023-05-31", "max_tokens": max_tokens, "messages": [{"role": "user", "content": prompt}]} + return { + "anthropic_version": "bedrock-2023-05-31", + "max_tokens": max_tokens, + "messages": [{"role": "user", "content": prompt}], + } if "nova" in m: - return {"messages": [{"role": "user", "content": [{"text": prompt}]}], "inferenceConfig": {"maxTokens": max_tokens}} + return { + "messages": [{"role": "user", "content": [{"text": prompt}]}], + "inferenceConfig": {"maxTokens": max_tokens}, + } if "pixtral" in m: return {"messages": [{"role": "user", "content": prompt}], "max_tokens": max_tokens} if "mistral-large-2402" in m or "mistral-7b" in m or "mixtral-8x7b" in m: @@ -108,7 +120,10 @@ def main() -> int: print(f" [{i}/{len(callable_ids)}] {cid} (cached)") continue url = f"https://bedrock-runtime.{REGION}.amazonaws.com/model/{cid}/converse" - body = {"messages": [{"role": "user", "content": [{"text": PROMPT}]}], "inferenceConfig": {"maxTokens": MAX_TOKENS}} + body = { + "messages": [{"role": "user", "content": [{"text": PROMPT}]}], + "inferenceConfig": {"maxTokens": MAX_TOKENS}, + } try: r = requests.post(url, headers=headers(api_key), json=body, timeout=60) if r.status_code == 200: diff --git a/tests/unit/adapters/fixtures/capture_mistral.py b/tests/unit/adapters/fixtures/capture_mistral.py index 63fe75c..74bb9dc 100644 --- a/tests/unit/adapters/fixtures/capture_mistral.py +++ b/tests/unit/adapters/fixtures/capture_mistral.py @@ -5,6 +5,7 @@ Reads MISTRAL_API_KEY from env. """ + from __future__ import annotations import json @@ -63,18 +64,20 @@ def main() -> int: # ----- 3. Tool use ----- print("\n[3] tool use — mistral-small-latest with weather tool") - tools = [{ - "type": "function", - "function": { - "name": "get_weather", - "description": "Get the weather for a city.", - "parameters": { - "type": "object", - "properties": {"city": {"type": "string"}}, - "required": ["city"], + tools = [ + { + "type": "function", + "function": { + "name": "get_weather", + "description": "Get the weather for a city.", + "parameters": { + "type": "object", + "properties": {"city": {"type": "string"}}, + "required": ["city"], + }, }, - }, - }] + } + ] r = client.chat.complete( model="mistral-small-latest", messages=[{"role": "user", "content": "What's the weather in Tokyo?"}], @@ -89,7 +92,12 @@ def main() -> int: try: r = client.chat.complete( model="magistral-small-latest", - messages=[{"role": "user", "content": "Solve: a train leaves Paris at 9am at 80km/h, another at 11am at 120km/h. When does the second catch up?"}], + messages=[ + { + "role": "user", + "content": "Solve: a train leaves Paris at 9am at 80km/h, another at 11am at 120km/h. When does the second catch up?", + } + ], max_tokens=600, ) save("04_reasoning_magistral", "magistral-small-latest", to_dict(r)) diff --git a/tests/unit/adapters/fixtures/capture_mistral_all.py b/tests/unit/adapters/fixtures/capture_mistral_all.py index e036fcd..af54e9f 100644 --- a/tests/unit/adapters/fixtures/capture_mistral_all.py +++ b/tests/unit/adapters/fixtures/capture_mistral_all.py @@ -9,6 +9,7 @@ Reads MISTRAL_API_KEY from env. """ + from __future__ import annotations import json @@ -78,7 +79,11 @@ def main() -> int: max_tokens=40, ) payload = to_dict(r) - path.write_text(json.dumps({"_model_id": mid, "_capabilities": cap, "_response": payload}, indent=2, default=str)) + path.write_text( + json.dumps( + {"_model_id": mid, "_capabilities": cap, "_response": payload}, indent=2, default=str + ) + ) summary["text"] += 1 print(f" [{i}/{len(queue)}] {mid} ✓") except Exception as exc: # noqa: BLE001 @@ -93,17 +98,28 @@ def main() -> int: try: r = client.chat.complete( model=mid, - messages=[{ - "role": "user", - "content": [ - {"type": "text", "text": "What is in this image?"}, - {"type": "image_url", "image_url": f"data:image/png;base64,{TINY_PNG_B64}"}, - ], - }], + messages=[ + { + "role": "user", + "content": [ + {"type": "text", "text": "What is in this image?"}, + { + "type": "image_url", + "image_url": f"data:image/png;base64,{TINY_PNG_B64}", + }, + ], + } + ], max_tokens=40, ) payload = to_dict(r) - vpath.write_text(json.dumps({"_model_id": mid, "_capabilities": cap, "_kind": "vision", "_response": payload}, indent=2, default=str)) + vpath.write_text( + json.dumps( + {"_model_id": mid, "_capabilities": cap, "_kind": "vision", "_response": payload}, + indent=2, + default=str, + ) + ) summary["vision"] += 1 print(" └─ vision ✓") except Exception as exc: # noqa: BLE001 diff --git a/tests/unit/adapters/test_all_models_sweep.py b/tests/unit/adapters/test_all_models_sweep.py index ee4a725..015c572 100644 --- a/tests/unit/adapters/test_all_models_sweep.py +++ b/tests/unit/adapters/test_all_models_sweep.py @@ -1,4 +1,5 @@ """Sweep every captured Bedrock model — adapters never crash, dispatch is right.""" + from __future__ import annotations import json @@ -33,7 +34,9 @@ def test_converse_every_model(path: pathlib.Path): assert u.api == "bedrock_converse" -@pytest.mark.skipif(not _all(INV), reason="InvokeModel fixtures not captured (run shared/fixtures/capture.py)") +@pytest.mark.skipif( + not _all(INV), reason="InvokeModel fixtures not captured (run shared/fixtures/capture.py)" +) @pytest.mark.parametrize("path", _all(INV), ids=lambda p: p.stem) def test_invoke_every_model(path: pathlib.Path): data = json.loads(path.read_text()) diff --git a/tests/unit/adapters/test_bedrock_converse.py b/tests/unit/adapters/test_bedrock_converse.py index ac62e0c..cbb2636 100644 --- a/tests/unit/adapters/test_bedrock_converse.py +++ b/tests/unit/adapters/test_bedrock_converse.py @@ -1,4 +1,5 @@ """Bedrock Converse adapter tests — one per shape family, against real fixtures.""" + from __future__ import annotations import json @@ -10,9 +11,9 @@ # One representative model per shape family. _FAMILY_FIXTURES = { - "standard": "eu.amazon.nova-lite-v1_0.json", # 33 models — non-Anthropic - "cache_read_only": "eu.anthropic.claude-opus-4-7.json", # Opus 4.7 - "full_cache": "eu.anthropic.claude-sonnet-4-6.json", # Sonnet 4.5/4.6, Haiku 4.5, Opus 4.5/4.6 + "standard": "eu.amazon.nova-lite-v1_0.json", # 33 models — non-Anthropic + "cache_read_only": "eu.anthropic.claude-opus-4-7.json", # Opus 4.7 + "full_cache": "eu.anthropic.claude-sonnet-4-6.json", # Sonnet 4.5/4.6, Haiku 4.5, Opus 4.5/4.6 } @@ -58,7 +59,14 @@ def test_full_cache_family_sonnet_4_6(): def test_cachereadinputtokencount_alias_is_ignored(): """Newer alias `cacheReadInputTokenCount` is a duplicate of `*Tokens` — must not double count.""" - resp = {"usage": {"inputTokens": 10, "outputTokens": 20, "cacheReadInputTokens": 100, "cacheReadInputTokenCount": 999}} + resp = { + "usage": { + "inputTokens": 10, + "outputTokens": 20, + "cacheReadInputTokens": 100, + "cacheReadInputTokenCount": 999, + } + } u = extract_bedrock_converse(resp, model_id="eu.anthropic.claude-opus-4-7") assert u.cache_read == 100 # Alias should not pollute extras (it's a known field) diff --git a/tests/unit/adapters/test_bedrock_invoke.py b/tests/unit/adapters/test_bedrock_invoke.py index da3b3db..e70fd0b 100644 --- a/tests/unit/adapters/test_bedrock_invoke.py +++ b/tests/unit/adapters/test_bedrock_invoke.py @@ -1,4 +1,5 @@ """Bedrock InvokeModel adapter tests — one per shape family, against real fixtures.""" + from __future__ import annotations import json @@ -12,13 +13,13 @@ # One representative model per InvokeModel shape family. _FAMILY_FIXTURES = { - "openai_compat_basic": "openai.gpt-oss-20b-1_0.json", - "openai_compat_with_details": "openai.gpt-oss-safeguard-20b.json", - "anthropic": "eu.anthropic.claude-sonnet-4-6.json", - "opus_4_7": "eu.anthropic.claude-opus-4-7.json", - "nova": "eu.amazon.nova-lite-v1_0.json", - "pixtral": "eu.mistral.pixtral-large-2502-v1_0.json", - "mistral_legacy": "mistral.mistral-large-2402-v1_0.json", + "openai_compat_basic": "openai.gpt-oss-20b-1_0.json", + "openai_compat_with_details": "openai.gpt-oss-safeguard-20b.json", + "anthropic": "eu.anthropic.claude-sonnet-4-6.json", + "opus_4_7": "eu.anthropic.claude-opus-4-7.json", + "nova": "eu.amazon.nova-lite-v1_0.json", + "pixtral": "eu.mistral.pixtral-large-2502-v1_0.json", + "mistral_legacy": "mistral.mistral-large-2402-v1_0.json", } @@ -76,7 +77,13 @@ def test_openai_compat_with_details_gpt_oss_safeguard(): def test_openai_compat_with_details_extracts_reasoning_when_present(): - resp = {"usage": {"prompt_tokens": 10, "completion_tokens": 50, "completion_tokens_details": {"reasoning_tokens": 12}}} + resp = { + "usage": { + "prompt_tokens": 10, + "completion_tokens": 50, + "completion_tokens_details": {"reasoning_tokens": 12}, + } + } u = extract_bedrock_invoke(resp, model_id="openai.gpt-oss-safeguard-20b-1:0") assert u.reasoning == 12 diff --git a/tests/unit/adapters/test_mistral_all_models_sweep.py b/tests/unit/adapters/test_mistral_all_models_sweep.py index 1f4e33c..11b6ae0 100644 --- a/tests/unit/adapters/test_mistral_all_models_sweep.py +++ b/tests/unit/adapters/test_mistral_all_models_sweep.py @@ -3,6 +3,7 @@ Mirrors test_all_models_sweep.py for Bedrock. Run shared/fixtures/capture_mistral_all.py to refresh fixtures. """ + from __future__ import annotations import json @@ -19,7 +20,9 @@ def _all() -> list[pathlib.Path]: return sorted(ROOT.glob("*.json")) if ROOT.exists() else [] -@pytest.mark.skipif(not _all(), reason="Mistral fixtures not captured (run shared/fixtures/capture_mistral_all.py)") +@pytest.mark.skipif( + not _all(), reason="Mistral fixtures not captured (run shared/fixtures/capture_mistral_all.py)" +) @pytest.mark.parametrize("path", _all(), ids=lambda p: p.stem) def test_mistral_every_model(path: pathlib.Path): data = json.loads(path.read_text()) diff --git a/tests/unit/adapters/test_mistral_native.py b/tests/unit/adapters/test_mistral_native.py index 633fa2a..b4e2e43 100644 --- a/tests/unit/adapters/test_mistral_native.py +++ b/tests/unit/adapters/test_mistral_native.py @@ -1,4 +1,5 @@ """Mistral native adapter — verified against real fixtures.""" + from __future__ import annotations import json @@ -125,6 +126,7 @@ def test_no_usage_returns_zeros(): def test_handles_pydantic_response_via_model_dump(): """Real mistralai SDK returns pydantic objects — adapter should accept them.""" + class FakePydantic: def model_dump(self): return { diff --git a/tests/unit/test_async.py b/tests/unit/test_async.py index a340165..b9e1e0f 100644 --- a/tests/unit/test_async.py +++ b/tests/unit/test_async.py @@ -1,4 +1,5 @@ """asyncio context propagation — each task sees its own subscription, no cross-talk.""" + from __future__ import annotations import asyncio @@ -56,4 +57,6 @@ async def task(sub_id: str, payload_marker: int): for e in flat: sub = e["external_subscription_id"] # The model field equals the sub_id we set just before emit - assert e["properties"]["model"] == sub, f"event for {sub} carries wrong model={e['properties']['model']}" + assert e["properties"]["model"] == sub, ( + f"event for {sub} carries wrong model={e['properties']['model']}" + ) diff --git a/tests/unit/test_buffer_overflow.py b/tests/unit/test_buffer_overflow.py index 67a424d..19d2e0f 100644 --- a/tests/unit/test_buffer_overflow.py +++ b/tests/unit/test_buffer_overflow.py @@ -1,4 +1,5 @@ """Buffer-overflow boundary — exactly at the cap, the OLDEST is dropped.""" + from __future__ import annotations import threading @@ -15,8 +16,8 @@ def slow_sender(batch): q = EventQueue( sender=slow_sender, - flush_interval=10.0, # never timer-flush during the test - max_batch_size=10_000, # match buffer so worker takes everything once unpaused + flush_interval=10.0, # never timer-flush during the test + max_batch_size=10_000, # match buffer so worker takes everything once unpaused max_buffer_size=10_000, ) try: diff --git a/tests/unit/test_drift.py b/tests/unit/test_drift.py index d3e3ec5..35df495 100644 --- a/tests/unit/test_drift.py +++ b/tests/unit/test_drift.py @@ -1,4 +1,5 @@ """Drift detection — unknown fields land in extras, not in numeric counts.""" + from __future__ import annotations from lago_agent_sdk.adapters import ( @@ -52,7 +53,13 @@ def test_invoke_opus_4_7_service_tier_in_extras(): def test_invoke_openai_compat_prompt_tokens_details_lands_in_extras(): """Spec maps only completion_tokens_details.reasoning_tokens — anything in prompt_tokens_details is real drift signal we want to surface.""" - resp = {"usage": {"prompt_tokens": 73, "completion_tokens": 80, "prompt_tokens_details": {"cached_tokens": 48}}} + resp = { + "usage": { + "prompt_tokens": 73, + "completion_tokens": 80, + "prompt_tokens_details": {"cached_tokens": 48}, + } + } u = extract_bedrock_invoke(resp, model_id="openai.gpt-oss-safeguard-20b-1:0") assert "prompt_tokens_details" in u.extras assert u.extras["prompt_tokens_details"] == {"cached_tokens": 48} diff --git a/tests/unit/test_fork.py b/tests/unit/test_fork.py index 3ffd73d..ad02c7e 100644 --- a/tests/unit/test_fork.py +++ b/tests/unit/test_fork.py @@ -3,6 +3,7 @@ Without help, a daemon thread does not survive fork on POSIX. The SDK uses `os.register_at_fork` to recreate the queue thread in the child. """ + from __future__ import annotations import json diff --git a/tests/unit/test_fuzz.py b/tests/unit/test_fuzz.py index b5fa4f6..1dd84e3 100644 --- a/tests/unit/test_fuzz.py +++ b/tests/unit/test_fuzz.py @@ -1,4 +1,5 @@ """Property-based fuzzing — adapters never crash and never produce negatives.""" + from __future__ import annotations from hypothesis import given, settings @@ -26,19 +27,21 @@ max_leaves=20, ) -_some_model_ids = st.sampled_from([ - "eu.anthropic.claude-sonnet-4-6", - "eu.anthropic.claude-opus-4-7", - "eu.amazon.nova-lite-v1:0", - "openai.gpt-oss-20b-1:0", - "openai.gpt-oss-safeguard-20b-1:0", - "eu.mistral.pixtral-large-2502-v1:0", - "mistral.mistral-large-2402-v1:0", - "mistral.mistral-7b-instruct-v0:2", - "eu.minimax.minimax-m2-v1:0", - "eu.qwen.qwen3-235b-a22b-instruct-2507-v1:0", - "", # also try an empty model id -]) +_some_model_ids = st.sampled_from( + [ + "eu.anthropic.claude-sonnet-4-6", + "eu.anthropic.claude-opus-4-7", + "eu.amazon.nova-lite-v1:0", + "openai.gpt-oss-20b-1:0", + "openai.gpt-oss-safeguard-20b-1:0", + "eu.mistral.pixtral-large-2502-v1:0", + "mistral.mistral-large-2402-v1:0", + "mistral.mistral-7b-instruct-v0:2", + "eu.minimax.minimax-m2-v1:0", + "eu.qwen.qwen3-235b-a22b-instruct-2507-v1:0", + "", # also try an empty model id + ] +) def _assert_canonical_invariants(u: CanonicalUsage) -> None: diff --git a/tests/unit/test_perf.py b/tests/unit/test_perf.py index 8588735..34f37b4 100644 --- a/tests/unit/test_perf.py +++ b/tests/unit/test_perf.py @@ -1,4 +1,5 @@ """Wrap-overhead benchmark — fails if p99 > 5ms.""" + from __future__ import annotations import statistics @@ -36,5 +37,7 @@ def test_wrap_overhead_p99_under_5ms(): base_p99 = statistics.quantiles(baseline_durs, n=100)[98] wrap_p99 = statistics.quantiles(wrapped_durs, n=100)[98] overhead_ms = (wrap_p99 - base_p99) * 1000 - print(f"\np99 baseline={base_p99*1000:.3f}ms wrapped={wrap_p99*1000:.3f}ms overhead={overhead_ms:.3f}ms") + print( + f"\np99 baseline={base_p99 * 1000:.3f}ms wrapped={wrap_p99 * 1000:.3f}ms overhead={overhead_ms:.3f}ms" + ) assert overhead_ms < 5.0, f"p99 wrap overhead {overhead_ms:.2f}ms exceeds 5ms budget" diff --git a/tests/unit/test_queue.py b/tests/unit/test_queue.py index 315105c..1728dfa 100644 --- a/tests/unit/test_queue.py +++ b/tests/unit/test_queue.py @@ -1,4 +1,5 @@ """Event queue tests — batching, retry, backoff, flush, overflow.""" + from __future__ import annotations import threading diff --git a/tests/unit/test_sdk.py b/tests/unit/test_sdk.py index 46c9030..ed86c45 100644 --- a/tests/unit/test_sdk.py +++ b/tests/unit/test_sdk.py @@ -1,4 +1,5 @@ """LagoSDK tests — emit, subscription resolution, error policy.""" + from __future__ import annotations import pytest diff --git a/tests/unit/test_wrapper_bedrock.py b/tests/unit/test_wrapper_bedrock.py index b5477f3..76e1967 100644 --- a/tests/unit/test_wrapper_bedrock.py +++ b/tests/unit/test_wrapper_bedrock.py @@ -1,4 +1,5 @@ """Wrapper tests — return value preserved, body re-readable, idempotent, never raises.""" + from __future__ import annotations import io @@ -58,10 +59,20 @@ def invoke_model_with_response_stream(self, **kwargs): assert "extra_lago" not in kwargs chunks = [ # delta chunks the customer iterates through - {"chunk": {"bytes": json.dumps({"type": "content_block_delta", "delta": {"text": "hi"}}).encode()}}, + { + "chunk": { + "bytes": json.dumps({"type": "content_block_delta", "delta": {"text": "hi"}}).encode() + } + }, {"chunk": {"bytes": json.dumps({"type": "content_block_stop"}).encode()}}, # final chunk carries Anthropic-style usage - {"chunk": {"bytes": json.dumps({"type": "message_delta", "usage": {"input_tokens": 9, "output_tokens": 14}}).encode()}}, + { + "chunk": { + "bytes": json.dumps( + {"type": "message_delta", "usage": {"input_tokens": 9, "output_tokens": 14}} + ).encode() + } + }, ] return {"body": iter(chunks), "contentType": "application/json"} @@ -174,9 +185,7 @@ def test_wrap_invoke_model_stream_captures_usage_from_final_chunk(): sdk, received = _make_sdk() fake = FakeBedrockClient() client = sdk.wrap(fake) - resp = client.invoke_model_with_response_stream( - modelId="eu.anthropic.claude-sonnet-4-6", body=b"{}" - ) + resp = client.invoke_model_with_response_stream(modelId="eu.anthropic.claude-sonnet-4-6", body=b"{}") # Customer drains the body iterator — wrapper extracts usage on completion. chunks = list(resp["body"]) assert len(chunks) == 3 diff --git a/tests/unit/test_wrapper_mistral.py b/tests/unit/test_wrapper_mistral.py index 53b6899..a15703a 100644 --- a/tests/unit/test_wrapper_mistral.py +++ b/tests/unit/test_wrapper_mistral.py @@ -1,4 +1,5 @@ """Mistral wrapper tests — fake client, no live API.""" + from __future__ import annotations from lago_agent_sdk import LagoSDK @@ -31,27 +32,34 @@ def __init__(self): def complete(self, **kwargs): self.complete_calls += 1 assert "extra_lago" not in kwargs - return FakePydanticResponse({ - "model": kwargs.get("model", "mistral-small-latest"), - "choices": [{"message": {"content": "hi", "tool_calls": None}}], - "usage": {"prompt_tokens": 12, "completion_tokens": 7, "total_tokens": 19}, - }) + return FakePydanticResponse( + { + "model": kwargs.get("model", "mistral-small-latest"), + "choices": [{"message": {"content": "hi", "tool_calls": None}}], + "usage": {"prompt_tokens": 12, "completion_tokens": 7, "total_tokens": 19}, + } + ) def stream(self, **kwargs): self.stream_calls += 1 assert "extra_lago" not in kwargs chunks = [ FakeStreamChunk({"data": {"choices": [{"delta": {"content": "hi"}, "finish_reason": None}]}}), - FakeStreamChunk({"data": { - "choices": [{"delta": {"content": "."}, "finish_reason": "stop"}], - "usage": {"prompt_tokens": 9, "completion_tokens": 4, "total_tokens": 13}, - }}), + FakeStreamChunk( + { + "data": { + "choices": [{"delta": {"content": "."}, "finish_reason": "stop"}], + "usage": {"prompt_tokens": 9, "completion_tokens": 4, "total_tokens": 13}, + } + } 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