refactor(api): migrate console/service_api.dataset.segment to BaseModel

[cqjjjzr]

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Summary

See #28015 . Replace all inline Flask-RESTX request/response payload and query param models to Pydantic BaseModel.

Affected:

• controllers.console.datasets.datasets_segments
• controllers.service_api.dataset.segment

Missing integration test is added

Checklist

• This change requires a documentation update, included: Dify Document
• I understand that this PR may be closed in case there was no previous discussion or issues. (This doesn't apply to typos!)
• I've added a test for each change that was introduced, and I tried as much as possible to make a single atomic change.
• I've updated the documentation accordingly.
• I ran make lint && make type-check (backend) and cd web && pnpm exec vp staged (frontend) to appease the lint gods

[github-actions]

Pyrefly Diff

base → PR

--- /tmp/pyrefly_base.txt	2026-05-25 14:34:58.679891594 +0000
+++ /tmp/pyrefly_pr.txt	2026-05-25 14:34:45.391876144 +0000
@@ -2102,24 +2102,6 @@
    --> tests/unit_tests/controllers/service_api/dataset/rag_pipeline/test_rag_pipeline_workflow.py:328:33
 ERROR Missing argument `response_mode` in function `services.rag_pipeline.entity.pipeline_service_api_entities.PipelineRunApiEntity.__init__` [missing-argument]
    --> tests/unit_tests/controllers/service_api/dataset/rag_pipeline/test_rag_pipeline_workflow.py:328:33
-ERROR Argument `list[dict[str, Any]] | None` is not assignable to parameter `obj` with type `Sized` in function `len` [bad-argument-type]
-  --> tests/unit_tests/controllers/service_api/dataset/test_dataset_segment.py:52:20
-ERROR `None` is not subscriptable [unsupported-operation]
-  --> tests/unit_tests/controllers/service_api/dataset/test_dataset_segment.py:75:16
-ERROR `None` is not subscriptable [unsupported-operation]
-  --> tests/unit_tests/controllers/service_api/dataset/test_dataset_segment.py:76:16
-ERROR Missing argument `content` in function `controllers.common.controller_schemas.ChildChunkCreatePayload.__init__` [missing-argument]
-   --> tests/unit_tests/controllers/service_api/dataset/test_dataset_segment.py:120:36
-ERROR Argument value `Literal[0]` violates Pydantic `ge` constraint `Literal[1]` for field `limit` [bad-argument-type]
-   --> tests/unit_tests/controllers/service_api/dataset/test_dataset_segment.py:160:33
-ERROR Argument value `Literal[0]` violates Pydantic `ge` constraint `Literal[1]` for field `page` [bad-argument-type]
-   --> tests/unit_tests/controllers/service_api/dataset/test_dataset_segment.py:165:33
-ERROR Argument `list[DocumentSegment] | None` is not assignable to parameter `obj` with type `Sized` in function `len` [bad-argument-type]
-   --> tests/unit_tests/controllers/service_api/dataset/test_dataset_segment.py:295:20
-ERROR Missing argument `tenant_id` in function `services.dataset_service.SegmentService.get_segments` [missing-argument]
-   --> tests/unit_tests/controllers/service_api/dataset/test_dataset_segment.py:304:54
-ERROR Argument `list[str] | None` is not assignable to parameter `obj` with type `Sized` in function `len` [bad-argument-type]
-   --> tests/unit_tests/controllers/service_api/dataset/test_dataset_segment.py:597:20
 ERROR Object of class `NoneType` has no attribute `name` [missing-attribute]
    --> tests/unit_tests/controllers/service_api/dataset/test_document.py:238:16
 ERROR Object of class `NoneType` has no attribute `indexing_status` [missing-attribute]

[github-actions]

Pyrefly Type Coverage

Metric	Base	PR	Delta
Type coverage	45.36%	45.40%	+0.03%
Strict coverage	44.88%	44.91%	+0.03%
Typed symbols	23,430	23,458	+28
Untyped symbols	28,524	28,522	-2
Modules	2617	2619	+2

[cqjjjzr]

duplicate of #36522, closed.