refactor(api): tighten types in core/rag batch 1 by tmimmanuel · Pull Request #34702 · langgenius/dify

tmimmanuel · 2026-04-08T01:24:36Z

Summary

Refactor tracked in #26412: improve static typing for api/core/rag by resolving Pyright/Basedpyright findings in the first batch, without changing intended runtime behavior.

What changed

Retrieval: address an unused binding flagged by the type checker.
Vector DB adapters (Huawei / Matrixone / Upstash): align annotations and method contracts with BaseVector (structured params typing, avoid private-member access from decorators via a public accessor, ensure add_texts matches the abstract return type).
Text splitters: clarify tokenizer option types and remove dead code from an unused alternate encoding path while keeping the public API stable.
IRIS: allow the optional iris dependency in Pyright config (allowedUntypedLibraries) where stubs are not available.

github-actions · 2026-04-08T01:26:08Z

Pyrefly Diff

base → PR

--- /tmp/pyrefly_base.txt	2026-04-08 01:25:50.817740184 +0000
+++ /tmp/pyrefly_pr.txt	2026-04-08 01:25:42.304722147 +0000
@@ -128,8 +128,6 @@
    --> core/rag/datasource/vdb/elasticsearch/elasticsearch_vector.py:355:40
 ERROR Unpacked keyword argument `bool | Unknown | None` is not assignable to parameter `max_retries` with type `Decimal | bool | bytes | float | int | str` in function `ElasticSearchConfig.__init__` [bad-argument-type]
    --> core/rag/datasource/vdb/elasticsearch/elasticsearch_vector.py:355:40
-ERROR `tuple[str, str]` is not assignable to TypedDict key `basic_auth` with type `bool | int | list[str]` [bad-typed-dict-key]
-  --> core/rag/datasource/vdb/huawei/huawei_cloud_vector.py:51:36
 ERROR Class member `LindormVectorStore.add_texts` overrides parent class `BaseVector` in an inconsistent manner [bad-override]
   --> core/rag/datasource/vdb/lindorm/lindorm_vector.py:84:9
 ERROR `str | None` is not assignable to TypedDict key `routing` with type `str` [bad-typed-dict-key]
@@ -235,8 +233,6 @@
   --> core/rag/datasource/vdb/tidb_on_qdrant/tidb_service.py:71:20
 ERROR `None` is not subscriptable [unsupported-operation]
   --> core/rag/datasource/vdb/tidb_on_qdrant/tidb_service.py:72:35
-ERROR Class member `UpstashVector.add_texts` overrides parent class `BaseVector` in an inconsistent manner [bad-override]
-  --> core/rag/datasource/vdb/upstash/upstash_vector.py:47:9
 ERROR Class member `VikingDBVector.add_texts` overrides parent class `BaseVector` in an inconsistent manner [bad-override]
    --> core/rag/datasource/vdb/vikingdb/vikingdb_vector.py:117:9
 ERROR Object of class `list` has no attribute `fields` [missing-attribute]
@@ -289,6 +285,8 @@
    --> core/rag/index_processor/processor/qa_index_processor.py:205:16
 ERROR No matching overload found for function `core.model_manager.ModelInstance.invoke_llm` called with arguments: (prompt_messages=list[SystemPromptMessage | UserPromptMessage], tools=list[PromptMessageTool], stream=Literal[False], model_parameters=dict[str, float | int]) [no-matching-overload]
   --> core/rag/retrieval/router/multi_dataset_function_call_router.py:32:58
+ERROR Could not import `AbstractSet` from `collections.abc` [missing-module-attribute]
+ --> core/rag/splitter/text_splitter.py:7:29
 ERROR Class member `MCPToolProviderController.entity` overrides parent class `ToolProviderController` in an inconsistent manner [bad-override]
   --> core/tools/mcp_tool/provider.py:33:14
 ERROR Class member `PluginToolProviderController.entity` overrides parent class `BuiltinToolProviderController` in an inconsistent manner [bad-override]

…ter token_encoder removal

github-actions · 2026-04-08T14:04:56Z

Pyrefly Diff

base → PR

--- /tmp/pyrefly_base.txt	2026-04-08 14:04:38.831329157 +0000
+++ /tmp/pyrefly_pr.txt	2026-04-08 14:04:29.191101261 +0000
@@ -128,8 +128,6 @@
    --> core/rag/datasource/vdb/elasticsearch/elasticsearch_vector.py:355:40
 ERROR Unpacked keyword argument `bool | Unknown | None` is not assignable to parameter `max_retries` with type `Decimal | bool | bytes | float | int | str` in function `ElasticSearchConfig.__init__` [bad-argument-type]
    --> core/rag/datasource/vdb/elasticsearch/elasticsearch_vector.py:355:40
-ERROR `tuple[str, str]` is not assignable to TypedDict key `basic_auth` with type `bool | int | list[str]` [bad-typed-dict-key]
-  --> core/rag/datasource/vdb/huawei/huawei_cloud_vector.py:51:36
 ERROR Class member `LindormVectorStore.add_texts` overrides parent class `BaseVector` in an inconsistent manner [bad-override]
   --> core/rag/datasource/vdb/lindorm/lindorm_vector.py:84:9
 ERROR `str | None` is not assignable to TypedDict key `routing` with type `str` [bad-typed-dict-key]
@@ -235,8 +233,6 @@
   --> core/rag/datasource/vdb/tidb_on_qdrant/tidb_service.py:71:20
 ERROR `None` is not subscriptable [unsupported-operation]
   --> core/rag/datasource/vdb/tidb_on_qdrant/tidb_service.py:72:35
-ERROR Class member `UpstashVector.add_texts` overrides parent class `BaseVector` in an inconsistent manner [bad-override]
-  --> core/rag/datasource/vdb/upstash/upstash_vector.py:47:9
 ERROR Class member `VikingDBVector.add_texts` overrides parent class `BaseVector` in an inconsistent manner [bad-override]
    --> core/rag/datasource/vdb/vikingdb/vikingdb_vector.py:117:9
 ERROR Object of class `list` has no attribute `fields` [missing-attribute]
@@ -4989,7 +4985,7 @@
 ERROR Argument `Iterator[Any | Unknown] | Iterator[Any]` is not assignable to parameter `invoke_result` with type `Generator[Unknown]` in function `core.rag.retrieval.router.multi_dataset_react_route.ReactMultiDatasetRouter._handle_invoke_result` [bad-argument-type]
    --> tests/unit_tests/core/rag/retrieval/test_multi_dataset_react_route.py:199:52
 ERROR Argument `None` is not assignable to parameter `text` with type `str` in function `core.rag.splitter.text_splitter.RecursiveCharacterTextSplitter.split_text` [bad-argument-type]
-    --> tests/unit_tests/core/rag/splitter/test_text_splitter.py:1877:42
+    --> tests/unit_tests/core/rag/splitter/test_text_splitter.py:1854:42
 ERROR Cannot instantiate `CeleryWorkflowNodeExecutionRepository` because the following members are abstract: `save_execution_data` [bad-instantiation]
   --> tests/unit_tests/core/repositories/test_celery_workflow_node_execution_repository.py:80:53
 ERROR Cannot instantiate `CeleryWorkflowNodeExecutionRepository` because the following members are abstract: `save_execution_data` [bad-instantiation]

github-actions · 2026-04-08T14:06:51Z

Pyrefly Diff

base → PR

--- /tmp/pyrefly_base.txt	2026-04-08 14:06:37.891665830 +0000
+++ /tmp/pyrefly_pr.txt	2026-04-08 14:06:27.855617238 +0000
@@ -128,8 +128,6 @@
    --> core/rag/datasource/vdb/elasticsearch/elasticsearch_vector.py:355:40
 ERROR Unpacked keyword argument `bool | Unknown | None` is not assignable to parameter `max_retries` with type `Decimal | bool | bytes | float | int | str` in function `ElasticSearchConfig.__init__` [bad-argument-type]
    --> core/rag/datasource/vdb/elasticsearch/elasticsearch_vector.py:355:40
-ERROR `tuple[str, str]` is not assignable to TypedDict key `basic_auth` with type `bool | int | list[str]` [bad-typed-dict-key]
-  --> core/rag/datasource/vdb/huawei/huawei_cloud_vector.py:51:36
 ERROR Class member `LindormVectorStore.add_texts` overrides parent class `BaseVector` in an inconsistent manner [bad-override]
   --> core/rag/datasource/vdb/lindorm/lindorm_vector.py:84:9
 ERROR `str | None` is not assignable to TypedDict key `routing` with type `str` [bad-typed-dict-key]
@@ -235,8 +233,6 @@
   --> core/rag/datasource/vdb/tidb_on_qdrant/tidb_service.py:71:20
 ERROR `None` is not subscriptable [unsupported-operation]
   --> core/rag/datasource/vdb/tidb_on_qdrant/tidb_service.py:72:35
-ERROR Class member `UpstashVector.add_texts` overrides parent class `BaseVector` in an inconsistent manner [bad-override]
-  --> core/rag/datasource/vdb/upstash/upstash_vector.py:47:9
 ERROR Class member `VikingDBVector.add_texts` overrides parent class `BaseVector` in an inconsistent manner [bad-override]
    --> core/rag/datasource/vdb/vikingdb/vikingdb_vector.py:117:9
 ERROR Object of class `list` has no attribute `fields` [missing-attribute]
@@ -4989,7 +4985,7 @@
 ERROR Argument `Iterator[Any | Unknown] | Iterator[Any]` is not assignable to parameter `invoke_result` with type `Generator[Unknown]` in function `core.rag.retrieval.router.multi_dataset_react_route.ReactMultiDatasetRouter._handle_invoke_result` [bad-argument-type]
    --> tests/unit_tests/core/rag/retrieval/test_multi_dataset_react_route.py:199:52
 ERROR Argument `None` is not assignable to parameter `text` with type `str` in function `core.rag.splitter.text_splitter.RecursiveCharacterTextSplitter.split_text` [bad-argument-type]
-    --> tests/unit_tests/core/rag/splitter/test_text_splitter.py:1877:42
+    --> tests/unit_tests/core/rag/splitter/test_text_splitter.py:1854:42
 ERROR Cannot instantiate `CeleryWorkflowNodeExecutionRepository` because the following members are abstract: `save_execution_data` [bad-instantiation]
   --> tests/unit_tests/core/repositories/test_celery_workflow_node_execution_repository.py:80:53
 ERROR Cannot instantiate `CeleryWorkflowNodeExecutionRepository` because the following members are abstract: `save_execution_data` [bad-instantiation]

tmimmanuel · 2026-04-09T02:30:54Z

@asukaminato0721 Please review this PR.

Copilot

Pull request overview

Refactors api/core/rag to reduce Pyright/Basedpyright findings by tightening type annotations and aligning some adapter/test code with updated contracts.

Changes:

Adjust vector DB adapters/tests (Matrixone / Upstash / Huawei) to better match BaseVector contracts and public APIs.
Simplify text splitter/tokenizer typing and remove unused/dead logic paths, with corresponding unit test updates.
Update Pyright configuration to allow an untyped optional dependency (iris).

Reviewed changes

Copilot reviewed 9 out of 9 changed files in this pull request and generated 2 comments.

Show a summary per file

File	Description
api/tests/unit_tests/core/rag/splitter/test_text_splitter.py	Updates splitter tests to match the new `from_encoder` behavior and removes frame-introspection.
api/tests/unit_tests/core/rag/datasource/vdb/matrixone/test_matrixone_vector.py	Updates tests to use the new public `get_client` accessor.
api/pyrightconfig.json	Adds `iris` to `allowedUntypedLibraries`.
api/core/rag/splitter/text_splitter.py	Tightens tokenizer option types (`allowed_special` / `disallowed_special`) and avoids mutable defaults.
api/core/rag/splitter/fixed_text_splitter.py	Removes token-counting encoder logic and keeps a character-length encoder.
api/core/rag/datasource/vdb/upstash/upstash_vector.py	Makes `add_texts` return ids and reworks vector id assignment.
api/core/rag/datasource/vdb/matrixone/matrixone_vector.py	Renames `_get_client` to `get_client` and updates the decorator/call sites accordingly.
api/core/rag/datasource/vdb/huawei/huawei_cloud_vector.py	Adds explicit type annotation for Elasticsearch params dict.
api/core/rag/datasource/retrieval_service.py	Removes an unused loop binding in `as_completed` iteration.

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…e _token_encoder

github-actions · 2026-04-09T03:13:30Z

Pyrefly Diff

base → PR

--- /tmp/pyrefly_base.txt	2026-04-09 03:13:12.944924875 +0000
+++ /tmp/pyrefly_pr.txt	2026-04-09 03:13:03.879957468 +0000
@@ -126,8 +126,6 @@
    --> core/rag/datasource/vdb/elasticsearch/elasticsearch_vector.py:355:40
 ERROR Unpacked keyword argument `bool | Unknown | None` is not assignable to parameter `max_retries` with type `Decimal | bool | bytes | float | int | str` in function `ElasticSearchConfig.__init__` [bad-argument-type]
    --> core/rag/datasource/vdb/elasticsearch/elasticsearch_vector.py:355:40
-ERROR `tuple[str, str]` is not assignable to TypedDict key `basic_auth` with type `bool | int | list[str]` [bad-typed-dict-key]
-  --> core/rag/datasource/vdb/huawei/huawei_cloud_vector.py:51:36
 ERROR Class member `LindormVectorStore.add_texts` overrides parent class `BaseVector` in an inconsistent manner [bad-override]
   --> core/rag/datasource/vdb/lindorm/lindorm_vector.py:84:9
 ERROR `str | None` is not assignable to TypedDict key `routing` with type `str` [bad-typed-dict-key]
@@ -233,8 +231,6 @@
   --> core/rag/datasource/vdb/tidb_on_qdrant/tidb_service.py:71:20
 ERROR `None` is not subscriptable [unsupported-operation]
   --> core/rag/datasource/vdb/tidb_on_qdrant/tidb_service.py:72:35
-ERROR Class member `UpstashVector.add_texts` overrides parent class `BaseVector` in an inconsistent manner [bad-override]
-  --> core/rag/datasource/vdb/upstash/upstash_vector.py:47:9
 ERROR Class member `VikingDBVector.add_texts` overrides parent class `BaseVector` in an inconsistent manner [bad-override]
    --> core/rag/datasource/vdb/vikingdb/vikingdb_vector.py:117:9
 ERROR Object of class `list` has no attribute `fields` [missing-attribute]

github-actions · 2026-04-09T03:15:44Z

Pyrefly Diff

base → PR

--- /tmp/pyrefly_base.txt	2026-04-09 03:15:26.627817722 +0000
+++ /tmp/pyrefly_pr.txt	2026-04-09 03:15:17.336824107 +0000
@@ -126,8 +126,6 @@
    --> core/rag/datasource/vdb/elasticsearch/elasticsearch_vector.py:355:40
 ERROR Unpacked keyword argument `bool | Unknown | None` is not assignable to parameter `max_retries` with type `Decimal | bool | bytes | float | int | str` in function `ElasticSearchConfig.__init__` [bad-argument-type]
    --> core/rag/datasource/vdb/elasticsearch/elasticsearch_vector.py:355:40
-ERROR `tuple[str, str]` is not assignable to TypedDict key `basic_auth` with type `bool | int | list[str]` [bad-typed-dict-key]
-  --> core/rag/datasource/vdb/huawei/huawei_cloud_vector.py:51:36
 ERROR Class member `LindormVectorStore.add_texts` overrides parent class `BaseVector` in an inconsistent manner [bad-override]
   --> core/rag/datasource/vdb/lindorm/lindorm_vector.py:84:9
 ERROR `str | None` is not assignable to TypedDict key `routing` with type `str` [bad-typed-dict-key]
@@ -233,8 +231,6 @@
   --> core/rag/datasource/vdb/tidb_on_qdrant/tidb_service.py:71:20
 ERROR `None` is not subscriptable [unsupported-operation]
   --> core/rag/datasource/vdb/tidb_on_qdrant/tidb_service.py:72:35
-ERROR Class member `UpstashVector.add_texts` overrides parent class `BaseVector` in an inconsistent manner [bad-override]
-  --> core/rag/datasource/vdb/upstash/upstash_vector.py:47:9
 ERROR Class member `VikingDBVector.add_texts` overrides parent class `BaseVector` in an inconsistent manner [bad-override]
    --> core/rag/datasource/vdb/vikingdb/vikingdb_vector.py:117:9
 ERROR Object of class `list` has no attribute `fields` [missing-attribute]

github-actions · 2026-04-09T03:54:35Z

Pyrefly Diff

base → PR

--- /tmp/pyrefly_base.txt	2026-04-09 03:54:18.915600965 +0000
+++ /tmp/pyrefly_pr.txt	2026-04-09 03:54:09.474609842 +0000
@@ -126,8 +126,6 @@
    --> core/rag/datasource/vdb/elasticsearch/elasticsearch_vector.py:355:40
 ERROR Unpacked keyword argument `bool | Unknown | None` is not assignable to parameter `max_retries` with type `Decimal | bool | bytes | float | int | str` in function `ElasticSearchConfig.__init__` [bad-argument-type]
    --> core/rag/datasource/vdb/elasticsearch/elasticsearch_vector.py:355:40
-ERROR `tuple[str, str]` is not assignable to TypedDict key `basic_auth` with type `bool | int | list[str]` [bad-typed-dict-key]
-  --> core/rag/datasource/vdb/huawei/huawei_cloud_vector.py:51:36
 ERROR Class member `LindormVectorStore.add_texts` overrides parent class `BaseVector` in an inconsistent manner [bad-override]
   --> core/rag/datasource/vdb/lindorm/lindorm_vector.py:84:9
 ERROR `str | None` is not assignable to TypedDict key `routing` with type `str` [bad-typed-dict-key]
@@ -233,8 +231,6 @@
   --> core/rag/datasource/vdb/tidb_on_qdrant/tidb_service.py:71:20
 ERROR `None` is not subscriptable [unsupported-operation]
   --> core/rag/datasource/vdb/tidb_on_qdrant/tidb_service.py:72:35
-ERROR Class member `UpstashVector.add_texts` overrides parent class `BaseVector` in an inconsistent manner [bad-override]
-  --> core/rag/datasource/vdb/upstash/upstash_vector.py:47:9
 ERROR Class member `VikingDBVector.add_texts` overrides parent class `BaseVector` in an inconsistent manner [bad-override]
    --> core/rag/datasource/vdb/vikingdb/vikingdb_vector.py:117:9
 ERROR Object of class `list` has no attribute `fields` [missing-attribute]

tmimmanuel · 2026-04-09T04:33:34Z

@asukaminato0721 Can you review again please?

…nto refactor/pyright-core-rag-pr1

github-actions · 2026-04-10T17:46:36Z

Pyrefly Diff

base → PR

--- /tmp/pyrefly_base.txt	2026-04-10 17:46:16.582436777 +0000
+++ /tmp/pyrefly_pr.txt	2026-04-10 17:46:07.598398443 +0000
@@ -245,8 +245,6 @@
   --> core/rag/datasource/vdb/tidb_on_qdrant/tidb_service.py:71:20
 ERROR `None` is not subscriptable [unsupported-operation]
   --> core/rag/datasource/vdb/tidb_on_qdrant/tidb_service.py:72:35
-ERROR Class member `UpstashVector.add_texts` overrides parent class `BaseVector` in an inconsistent manner [bad-override]
-  --> core/rag/datasource/vdb/upstash/upstash_vector.py:47:9
 ERROR Class member `VikingDBVector.add_texts` overrides parent class `BaseVector` in an inconsistent manner [bad-override]
    --> core/rag/datasource/vdb/vikingdb/vikingdb_vector.py:117:9
 ERROR Object of class `list` has no attribute `fields` [missing-attribute]

tmimmanuel · 2026-04-10T17:54:07Z

@asukaminato0721
I updated code. Please review my code again. Thanks.

github-actions · 2026-04-13T03:07:20Z

Pyrefly Diff

base → PR

--- /tmp/pyrefly_base.txt	2026-04-13 03:07:05.403262669 +0000
+++ /tmp/pyrefly_pr.txt	2026-04-13 03:06:56.443120694 +0000
@@ -245,8 +245,6 @@
   --> core/rag/datasource/vdb/tidb_on_qdrant/tidb_service.py:71:20
 ERROR `None` is not subscriptable [unsupported-operation]
   --> core/rag/datasource/vdb/tidb_on_qdrant/tidb_service.py:72:35
-ERROR Class member `UpstashVector.add_texts` overrides parent class `BaseVector` in an inconsistent manner [bad-override]
-  --> core/rag/datasource/vdb/upstash/upstash_vector.py:47:9
 ERROR Class member `VikingDBVector.add_texts` overrides parent class `BaseVector` in an inconsistent manner [bad-override]
    --> core/rag/datasource/vdb/vikingdb/vikingdb_vector.py:117:9
 ERROR Object of class `list` has no attribute `fields` [missing-attribute]

github-actions · 2026-04-14T05:46:08Z

Pyrefly Diff

No changes detected.

tmimmanuel · 2026-04-14T05:56:27Z

Hi, @asukaminato0721 Sorry for interrupting you.
I fixed conflict problems. Please review my PR if you have time. Thanks.

tmimmanuel requested review from JohnJyong and QuantumGhost as code owners April 8, 2026 01:24

dosubot bot added size:M This PR changes 30-99 lines, ignoring generated files. refactor labels Apr 8, 2026

asukaminato0721 enabled auto-merge April 8, 2026 01:35

tmimmanuel added 2 commits April 8, 2026 06:46

refactor(api): tighten types in core/rag batch 1

07d52b9

fix(api): update tests for matrixone get_client rename and text split…

a03b2e4

…ter token_encoder removal

auto-merge was automatically disabled April 8, 2026 14:03
Head branch was pushed to by a user without write access

tmimmanuel force-pushed the refactor/pyright-core-rag-pr1 branch from b2fe82c to a03b2e4 Compare April 8, 2026 14:03

tmimmanuel requested a review from laipz8200 as a code owner April 8, 2026 14:03

dosubot bot added size:L This PR changes 100-499 lines, ignoring generated files. and removed size:M This PR changes 30-99 lines, ignoring generated files. labels Apr 8, 2026

asukaminato0721 requested a review from Copilot April 9, 2026 02:33

Copilot started reviewing on behalf of asukaminato0721 April 9, 2026 02:34 View session

Copilot AI reviewed Apr 9, 2026

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Comment thread api/providers/vdb/vdb-upstash/src/dify_vdb_upstash/upstash_vector.py

Comment thread api/core/rag/splitter/fixed_text_splitter.py

fix(api): address review comments on upstash ID generation and restor…

d600001

…e _token_encoder

tmimmanuel force-pushed the refactor/pyright-core-rag-pr1 branch from 20d8fc3 to d600001 Compare April 9, 2026 03:11

dosubot bot added size:M This PR changes 30-99 lines, ignoring generated files. and removed size:L This PR changes 100-499 lines, ignoring generated files. labels Apr 9, 2026

[autofix.ci] apply automated fixes

92aac6c

tmimmanuel closed this Apr 9, 2026

tmimmanuel reopened this Apr 9, 2026

tmimmanuel mentioned this pull request Apr 9, 2026

refactor(api): add null safety to extract_processor and firecrawl retry method #34809

Open

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tmimmanuel added 2 commits April 10, 2026 19:43

fix: merge conflict

12e1d2e

Merge remote-tracking branch 'origin/refactor/pyright-core-rag-pr1' i…

6076faa

…nto refactor/pyright-core-rag-pr1

Merge branch 'main' into refactor/pyright-core-rag-pr1

9018770

Merge branch 'main' into refactor/pyright-core-rag-pr1

c85d378

This was referenced Apr 14, 2026

refactor(api): fix pyright errors in jieba, milvus, couchbase, oracle, and router #34938

Open

refactor(api): add null safety to extractor_processor and firecrawl #35209

Merged

refactor(api): tighten core rag typing batch 1 #35210

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