chore: add pre commit #112
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📝 WalkthroughWalkthroughThis PR applies comprehensive code style standardization across the repository, establishes pre-commit hook infrastructure with tooling for formatting and validation, and introduces targeted functional improvements to embedding function handling and SQL query construction logic. Changes
Estimated code review effort🎯 4 (Complex) | ⏱️ ~60 minutes Possibly related PRs
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Actionable comments posted: 6
🤖 Fix all issues with AI agents
In @.pre-commit-config.yaml:
- Around line 1-20: Update the pre-commit hook revisions to the requested newer
releases by changing the rev for https://github.com/pre-commit/pre-commit-hooks
from "v5.0.0" to "v6.0.0" and the rev for
https://github.com/astral-sh/ruff-pre-commit from "v0.12.7" to "v0.14.11" in
.pre-commit-config.yaml, then run pre-commit autoupdate or validate by running
pre-commit run --all-files to ensure the new hooks install and pass.
In @demo/rag/embedding_function_factory.py:
- Around line 103-110: The _ensure_model_loaded method is missing a guard and
currently calls the Embeddings API on every access; update _ensure_model_loaded
to first check if self._dimension is None and only run the OpenAI client call
and set self._dimension when it is None (i.e., wrap the existing try/except body
in "if self._dimension is None:"), so subsequent accesses to the dimension
property return the cached value without repeated API requests.
- Around line 15-30: The fallback logic in __init__ is wrong because the default
parameters are non-empty strings so the environment variables never get used;
change the signature to accept None (e.g., model_name: Optional[str] = None,
device: Optional[str] = None) and then set self.model_name = model_name or
os.environ.get("SENTENCE_TRANSFORMERS_MODEL_NAME") or "all-mpnet-base-v2" and
self.device = device or os.environ.get("SENTENCE_TRANSFORMERS_DEVICE") or "cpu"
(or equivalently keep defaults but use a conditional that prefers env vars when
arguments are None/empty) so the environment variable fallbacks actually take
effect.
In @src/pyseekdb/client/client_seekdb_embedded.py:
- Around line 291-292: The get_database SQL concatenates the unescaped parameter
name into the query causing potential SQL injection; update the SQL construction
in get_database to escape the name before interpolation (use the
already-imported escape_string on the name) or switch to a parameterized query
if _execute supports parameters, then pass the escaped/parameterized value into
the SQL call (refer to get_database, variable name, and the _execute method).
In @src/pyseekdb/client/client_seekdb_server.py:
- Around line 194-199: The get_database() method constructs SQL with
single-quoted string interpolation which risks SQL injection and is inconsistent
with create_database()/delete_database(); update the SQL in get_database() to
quote the identifier with backticks like the others (e.g., change WHERE
SCHEMA_NAME = '{name}' to WHERE SCHEMA_NAME = `{name}`) so the generated query
matches the identifier quoting pattern used elsewhere before calling
self._execute(sql).
In @tests/integration_tests/test_empty_value_handling.py:
- Around line 246-248: The loop that iterates with enumerate over
zip(updated_docs, updated_metas) should use zip(strict=True) to ensure both
iterables have the same length; update the call in the for loop (the
enumerate(zip(...)) usage) to enumerate(zip(updated_docs, updated_metas,
strict=True)) so mismatched test data fails fast.
🧹 Nitpick comments (20)
demo/rag/.env.example (1)
25-25: LGTM! EOF newline formatting applied correctly.The addition of the end-of-file newline is consistent with standard formatting practices and aligns with the pre-commit standardization goals of this PR.
Note: The static analysis tool suggests reordering
COLLECTION_NAMEalphabetically beforeSEEKDB_DIR. However, the current grouping of seekdb-related configurations together (lines 22-25) is logical and aids readability, so maintaining the current order is reasonable.demo/rag/llm.py (1)
14-21: Type hint improvement for future consideration.Static analysis flags line 18's implicit
Optionalas non-compliant with PEP 484. The parameter should use explicit optional syntax:model: str | None = Noneormodel: Optional[str] = None.Since this PR intentionally excludes type-checking tools to limit scope, this can be addressed in a follow-up PR focused on type annotations.
Based on static analysis hints.
tests/integration_tests/test_security_sql_injection.py (1)
97-97: Optional: Remove unnecessary f-string prefixes.Several print statements use f-strings without any placeholders. While harmless, removing the
fprefix improves code cleanliness.♻️ Example fix
- print(f"\n🔒 Running security SQL injection tests") + print("\n🔒 Running security SQL injection tests")Apply similar changes to lines 127, 150, 170, 209, 254, 299, and 337.
Also applies to: 127-127, 150-150, 170-170, 209-209, 254-254, 299-299, 337-337
demo/rag/seekdb_utils.py (1)
18-23: Mutable default argument:DefaultEmbeddingFunction()instantiated at function definition time.Using a function call as a default argument value means the same instance is shared across all calls. While this may work for stateless embedding functions, it's a known anti-pattern (Ruff B008). Consider using
Noneand instantiating inside the function:Suggested fix
def get_seekdb_collection( client, collection_name: str = "embeddings", - embedding_function: Optional[EmbeddingFunction] = DefaultEmbeddingFunction(), + embedding_function: Optional[EmbeddingFunction] = None, drop_if_exists: bool = True, ): + if embedding_function is None: + embedding_function = DefaultEmbeddingFunction()demo/rag/seekdb_insert.py (1)
68-70: Consider using explicitOptionalor| Nonetype hints.The parameters
db_dir,db_name, andcollection_namedefault toNonebut lack explicitOptionaltype annotations, which violates PEP 484.♻️ Suggested fix
+from typing import Optional + def process_and_insert_data( - data_path: str, db_dir: str = None, db_name: str = None, collection_name: str = None + data_path: str, + db_dir: Optional[str] = None, + db_name: Optional[str] = None, + collection_name: Optional[str] = None, ):Or using Python 3.10+ syntax:
def process_and_insert_data( - data_path: str, db_dir: str = None, db_name: str = None, collection_name: str = None + data_path: str, + db_dir: str | None = None, + db_name: str | None = None, + collection_name: str | None = None, ):src/pyseekdb/client/sql_utils.py (1)
52-55: Consider usingTypeErrorfor type validation.When checking
isinstance()and the type doesn't match,TypeErroris the idiomatic exception rather thanValueError.♻️ Suggested fix
if not isinstance(id_name, str): - raise ValueError( + raise TypeError( f"Identifier should be string type, but got {type(id_name).__name__}" )tests/integration_tests/test_empty_value_handling.py (1)
49-49: Unnecessary f-string prefix.This string has no placeholders; the
fprefix can be removed.♻️ Suggested fix
- print(f"✅ All empty value tests passed") + print("✅ All empty value tests passed")Similar occurrences at lines 61, 109, 150, and 192.
tests/integration_tests/test_detect_db_type_and_version.py (1)
41-43: Remove unnecessaryfprefix from strings without placeholders.Lines 41, 64, 87, and 106 use f-strings that contain only static text (emoji) without any variable placeholders. The
fprefix is unnecessary.🔧 Suggested fix
- print(f"\n✅ Version comparison tests passed") + print("\n✅ Version comparison tests passed")Similarly for lines 64, 87, and 106.
tests/integration_tests/test_fulltext_parser_config.py (2)
15-17: Consider using explicitOptionalfor theparamsparameter.The type hint
params: dict = Noneuses implicitOptional, which PEP 484 discourages. For consistency and clarity, consider making it explicit.🔧 Suggested fix
- def _test_fulltext_parser_config( - self, client, parser_name: str, params: dict = None - ): + def _test_fulltext_parser_config( + self, client, parser_name: str, params: dict | None = None + ):
188-190: Remove unnecessaryfprefix.The f-string on line 189 has no variable placeholders.
🔧 Suggested fix
- print( - f"\n✅ Backward compatibility: HNSWConfiguration defaults to ik parser" - ) + print( + "\n✅ Backward compatibility: HNSWConfiguration defaults to ik parser" + )tests/integration_tests/test_admin_database_management.py (2)
77-77: Remove extraneousfprefix from string without placeholders.Per static analysis (Ruff F541), this f-string has no placeholders and can be a regular string.
Suggested fix
- print(f"\n📋 Step 5: List all databases to verify deletion") + print("\n📋 Step 5: List all databases to verify deletion")
88-88: Remove extraneousfprefix from string without placeholders.Per static analysis (Ruff F541), this f-string has no placeholders and can be a regular string.
Suggested fix
- print(f"\n🎉 All database management operations completed successfully!") + print("\n🎉 All database management operations completed successfully!")Makefile (1)
4-19: Good additions for code quality workflow.The new targets appropriately integrate pre-commit hooks into the development workflow. The
checktarget combines lock file verification with pre-commit, suitable for CI, whilepre-commitprovides a standalone hook runner.Consider making
checkdepend onpre-committo reduce duplication:Optional: DRY improvement
.PHONY: check check: ## Run code quality tools @echo ">> Checking lock file consistency with 'pyproject.toml'" @$(UV) lock --locked - @echo ">> Running pre-commit hooks" - @$(UV) run prek run -a + @$(MAKE) pre-committests/integration_tests/test_collection_hybrid_search.py (1)
18-20: Consider explicitOptionaltype hints.The type hints use implicit
Optional(e.g.,dimension: int = None), which PEP 484 discourages. This is a minor style nitpick.Optional: Update to explicit Optional types
- def _create_test_collection( - self, client, collection_name: str, dimension: int = None - ): + def _create_test_collection( + self, client, collection_name: str, dimension: int | None = None + ):Similarly for
_generate_query_vector:- def _generate_query_vector( - self, dimension: int, base_vector: List[float] = None - ) -> List[float]: + def _generate_query_vector( + self, dimension: int, base_vector: List[float] | None = None + ) -> List[float]:tests/integration_tests/test_collection_hybrid_search_builder_integration.py (1)
35-158: Consider consolidating duplicated test helpers.The helper methods
_create_test_collection,_generate_query_vector, and_insert_test_dataare nearly identical to those intest_collection_hybrid_search.py. This duplication increases maintenance burden.Consider extracting these helpers into a shared module (e.g.,
tests/integration_tests/helpers.pyor adding them toconftest.pyas fixtures) to reduce duplication and ensure consistency across test files.# Example: tests/integration_tests/test_helpers.py def create_test_collection(client, collection_name: str, dimension: int | None = None): ... def generate_query_vector(dimension: int, base_vector: list[float] | None = None) -> list[float]: ... def insert_test_data(client, collection_name: str, dimension: int = 3) -> list[str]: ...src/pyseekdb/client/embedding_function.py (2)
88-97: Fallback dimension inference may have unintended side effects.The fallback logic calls
embedding_function.__call__("seekdb")to infer the dimension when nodimensionattribute exists. This can trigger model initialization (e.g., downloading ONNX models) or network calls for API-based embedding functions, which may be unexpected for users just querying the dimension.Consider documenting this behavior or providing an alternative that doesn't require invoking the embedding function.
275-275: Fullwidth comma in comment.This comment contains an ambiguous fullwidth comma (，). Consider using a regular comma (,) for consistency, as flagged by static analysis (RUF003).
demo/rag/embedding_function_factory.py (1)
136-138: Consider caching the OpenAI client.A new
OpenAIclient is instantiated on every__call__invocation. Caching it as an instance attribute (initialized once in_ensure_model_loaded) would reduce overhead.♻️ Suggested improvement
def _ensure_model_loaded(self): """Lazy load the Embedding API model""" + if self._client is not None: + return try: - client = OpenAI(api_key=self.api_key, base_url=self.base_url) - response = client.embeddings.create(model=self.model_name, input=["test"]) + self._client = OpenAI(api_key=self.api_key, base_url=self.base_url) + response = self._client.embeddings.create(model=self.model_name, input=["test"]) self._dimension = len(response.data[0].embedding) except Exception as e: raise ValueError(f"Failed to load Embedding API model: {e}")Then in
__call__:# Call Embedding API - client = OpenAI(api_key=self.api_key, base_url=self.base_url) - response = client.embeddings.create(model=self.model_name, input=input) + self._ensure_model_loaded() + response = self._client.embeddings.create(model=self.model_name, input=input)Don't forget to initialize
self._client = Nonein__init__.src/pyseekdb/client/filters.py (2)
18-32: Consider annotating class-level constants withClassVar.These mutable class attributes are used as constants. Adding
ClassVarannotation would make the intent explicit and satisfy static analysis tools.♻️ Suggested improvement
+from typing import Any, ClassVar, Dict, List, Optional, Tuple -from typing import Any, Dict, List, Optional, Tuple class FilterBuilder: """Build SQL WHERE clauses from filter dictionaries""" # Comparison operators mapping - COMPARISON_OPS = { + COMPARISON_OPS: ClassVar[Dict[str, str]] = { "$eq": "=", "$lt": "<", "$gt": ">", "$lte": "<=", "$gte": ">=", "$ne": "!=", } # Logical operators - LOGICAL_OPS = ["$and", "$or", "$not"] + LOGICAL_OPS: ClassVar[List[str]] = ["$and", "$or", "$not"] # Document operators - DOCUMENT_OPS = ["$contains", "$regex"] + DOCUMENT_OPS: ClassVar[List[str]] = ["$contains", "$regex"]
410-416: Minor: Prefernext(iter(...))over list slicing for single element.Creating a list just to access the first element is less efficient than using an iterator.
♻️ Suggested improvement
# If only one type of condition, simplify if len(result["bool"]) == 1: - key = list(result["bool"].keys())[0] + key = next(iter(result["bool"].keys())) conditions = result["bool"][key] if len(conditions) == 1: return conditions[0] return {"bool": {key: conditions}}
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⛔ Files ignored due to path filters (1)
uv.lockis excluded by!**/*.lock
📒 Files selected for processing (55)
.github/workflows/ci.yml.github/workflows/python-publish.yml.pre-commit-config.yamlLICENSEMakefiledemo/rag/.env.exampledemo/rag/.streamlit/config.tomldemo/rag/README.mddemo/rag/README_CN.mddemo/rag/embedding_function_factory.pydemo/rag/llm.pydemo/rag/seekdb_app.pydemo/rag/seekdb_insert.pydemo/rag/seekdb_utils.pydocs/api/index.rstdocs/conf.pyexamples/complete_example.pyexamples/hybrid_search_example.pyexamples/simple_example.pypyproject.tomlsrc/pyseekdb/__init__.pysrc/pyseekdb/client/__init__.pysrc/pyseekdb/client/admin_client.pysrc/pyseekdb/client/base_connection.pysrc/pyseekdb/client/client_base.pysrc/pyseekdb/client/client_seekdb_embedded.pysrc/pyseekdb/client/client_seekdb_server.pysrc/pyseekdb/client/collection.pysrc/pyseekdb/client/configuration.pysrc/pyseekdb/client/database.pysrc/pyseekdb/client/embedding_function.pysrc/pyseekdb/client/filters.pysrc/pyseekdb/client/hybrid_search.pysrc/pyseekdb/client/meta_info.pysrc/pyseekdb/client/sql_utils.pysrc/pyseekdb/client/version.pysrc/pyseekdb/utils/embedding_functions/sentence_transformer_embedding_function.pytests/integration_tests/conftest.pytests/integration_tests/test_admin_database_management.pytests/integration_tests/test_client_creation.pytests/integration_tests/test_collection_dml.pytests/integration_tests/test_collection_embedding_function.pytests/integration_tests/test_collection_get.pytests/integration_tests/test_collection_hybrid_search.pytests/integration_tests/test_collection_hybrid_search_builder_integration.pytests/integration_tests/test_collection_query.pytests/integration_tests/test_default_embedding_function.pytests/integration_tests/test_detect_db_type_and_version.pytests/integration_tests/test_empty_value_handling.pytests/integration_tests/test_fulltext_parser_config.pytests/integration_tests/test_offical_case.pytests/integration_tests/test_security_sql_injection.pytests/unit_tests/test_collection_name_validation.pytests/unit_tests/test_configuration.pytests/unit_tests/test_version.py
💤 Files with no reviewable changes (1)
- docs/api/index.rst
🧰 Additional context used
🧠 Learnings (6)
📓 Common learnings
Learnt from: CR
Repo: oceanbase/pyseekdb PR: 0
File: .github/instructions/*.instructions.md:0-0
Timestamp: 2025-12-19T08:03:58.903Z
Learning: Perform comprehensive PR reviews following a structured format including PR Overview Statistics, Design Documentation, Background & Problem Statement, Architecture Design Changes, and Detailed Change Analysis
📚 Learning: 2025-12-22T12:44:52.456Z
Learnt from: longbingljw
Repo: oceanbase/pyseekdb PR: 91
File: tests/integration_tests/test_collection_dml.py:36-36
Timestamp: 2025-12-22T12:44:52.456Z
Learning: In integration tests under tests/integration_tests, it is acceptable to use the internal db_client._server._execute() to run raw SQL (e.g., CREATE TABLE) when needing custom table setup with specific vector index configurations. Prefer using public/test harness APIs for common setup, and clearly document and limit the use of internal calls to ensure test reliability. Ensure proper cleanup and isolation for each test, and avoid leaking internal APIs into production or non-test code.
Applied to files:
tests/integration_tests/test_collection_dml.pytests/integration_tests/test_collection_query.pytests/integration_tests/conftest.pytests/integration_tests/test_client_creation.pytests/integration_tests/test_empty_value_handling.pytests/integration_tests/test_default_embedding_function.pytests/integration_tests/test_collection_hybrid_search.pytests/integration_tests/test_collection_embedding_function.pytests/integration_tests/test_detect_db_type_and_version.pytests/integration_tests/test_offical_case.pytests/integration_tests/test_security_sql_injection.pytests/integration_tests/test_collection_get.pytests/integration_tests/test_collection_hybrid_search_builder_integration.pytests/integration_tests/test_fulltext_parser_config.pytests/integration_tests/test_admin_database_management.py
📚 Learning: 2025-12-22T12:45:51.412Z
Learnt from: longbingljw
Repo: oceanbase/pyseekdb PR: 91
File: tests/integration_tests/test_collection_hybrid_search_builder_integration.py:127-132
Timestamp: 2025-12-22T12:45:51.412Z
Learning: In integration test Python files under tests/integration_tests, it is acceptable to use string interpolation to construct SQL INSERT statements for test data when the data is controlled and internal to the test. This pattern should only be used for trusted, test-only data and not with untrusted input; ensure the injection risk is mitigated by keeping inputs deterministic, non-user-supplied, and isolated to the test environment. If possible, prefer parameterized queries in non-test code, but in these tests, interpolate values selectively when you can guarantee safety.
Applied to files:
tests/integration_tests/test_collection_dml.pytests/integration_tests/test_collection_query.pytests/integration_tests/conftest.pytests/integration_tests/test_client_creation.pytests/integration_tests/test_empty_value_handling.pytests/integration_tests/test_default_embedding_function.pytests/integration_tests/test_collection_hybrid_search.pytests/integration_tests/test_collection_embedding_function.pytests/integration_tests/test_detect_db_type_and_version.pytests/integration_tests/test_offical_case.pytests/integration_tests/test_security_sql_injection.pytests/integration_tests/test_collection_get.pytests/integration_tests/test_collection_hybrid_search_builder_integration.pytests/integration_tests/test_fulltext_parser_config.pytests/integration_tests/test_admin_database_management.py
📚 Learning: 2025-12-22T12:33:52.528Z
Learnt from: longbingljw
Repo: oceanbase/pyseekdb PR: 91
File: tests/integration_tests/test_admin_database_management.py:26-39
Timestamp: 2025-12-22T12:33:52.528Z
Learning: In tests/integration_tests/test_admin_database_management.py, using `isinstance(admin_client._server, pyseekdb.SeekdbEmbeddedClient)` to detect client type is acceptable. AdminClient should not expose a public `mode` property.
Applied to files:
tests/integration_tests/conftest.pytests/integration_tests/test_client_creation.pyexamples/simple_example.pytests/integration_tests/test_detect_db_type_and_version.pysrc/pyseekdb/client/admin_client.pysrc/pyseekdb/client/client_seekdb_embedded.pyexamples/complete_example.pysrc/pyseekdb/client/__init__.py
📚 Learning: 2025-12-22T12:44:57.424Z
Learnt from: longbingljw
Repo: oceanbase/pyseekdb PR: 91
File: tests/integration_tests/test_collection_dml.py:36-36
Timestamp: 2025-12-22T12:44:57.424Z
Learning: In tests/integration_tests/test_collection_dml.py and similar test files, using `db_client._server._execute()` to run SQL commands directly (e.g., CREATE TABLE statements) is acceptable for integration tests that need custom table setup with specific vector index configurations.
Applied to files:
src/pyseekdb/client/client_seekdb_embedded.py
📚 Learning: 2025-12-22T12:33:44.844Z
Learnt from: longbingljw
Repo: oceanbase/pyseekdb PR: 91
File: tests/integration_tests/test_admin_database_management.py:26-39
Timestamp: 2025-12-22T12:33:44.844Z
Learning: In tests/integration_tests/test_admin_database_management.py, it is acceptable to detect the client type with isinstance(admin_client._server, pyseekdb.SeekdbEmbeddedClient). Do not expose a public AdminClient 'mode' property; keep it private (e.g., _mode) or implement it without a public accessor. If needed, document the private attribute and ensure tests rely only on internal type checks rather than public configuration.
Applied to files:
tests/integration_tests/test_admin_database_management.py
🧬 Code graph analysis (24)
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get_or_create_collection(224-243)src/pyseekdb/client/hybrid_search.py (1)
query(279-318)
tests/integration_tests/test_collection_get.py (4)
src/pyseekdb/client/embedding_function.py (1)
dimension(162-164)src/pyseekdb/client/meta_info.py (3)
collection_name(25-29)CollectionNames(15-44)table_name(20-22)src/pyseekdb/client/configuration.py (1)
HNSWConfiguration(40-59)tests/integration_tests/test_collection_embedding_function.py (1)
Simple3DEmbeddingFunction(16-38)
src/pyseekdb/client/configuration.py (1)
src/pyseekdb/client/collection.py (1)
distance(93-95)
src/pyseekdb/client/base_connection.py (2)
src/pyseekdb/client/client_seekdb_embedded.py (6)
_ensure_connection(70-91)is_connected(100-102)_cleanup(93-98)_execute(104-122)get_raw_connection(124-126)mode(129-130)src/pyseekdb/client/client_seekdb_server.py (6)
_ensure_connection(70-88)is_connected(97-99)_cleanup(90-95)_execute(101-116)get_raw_connection(118-120)mode(123-124)
src/pyseekdb/client/client_seekdb_server.py (5)
src/pyseekdb/client/base_connection.py (6)
_cleanup(28-30)is_connected(23-25)_execute(33-35)_ensure_connection(18-20)get_raw_connection(38-40)mode(44-46)src/pyseekdb/client/client_seekdb_embedded.py (10)
_cleanup(93-98)is_connected(100-102)_execute(104-122)_ensure_connection(70-91)get_raw_connection(124-126)mode(129-130)create_database(269-280)get_database(282-307)delete_database(309-320)list_databases(322-363)src/pyseekdb/client/admin_client.py (8)
create_database(51-59)create_database(126-128)get_database(62-73)get_database(130-132)delete_database(76-84)delete_database(134-136)list_databases(87-104)list_databases(138-145)src/pyseekdb/client/collection.py (1)
name(63-65)src/pyseekdb/client/database.py (1)
Database(8-55)
src/pyseekdb/client/client_seekdb_embedded.py (4)
src/pyseekdb/client/base_connection.py (3)
_cleanup(28-30)mode(44-46)_execute(33-35)src/pyseekdb/client/client_seekdb_server.py (4)
_cleanup(90-95)mode(123-124)get_database(175-207)_execute(101-116)src/pyseekdb/client/client_base.py (1)
_use_context_manager_for_cursor(1831-1840)src/pyseekdb/client/database.py (1)
Database(8-55)
src/pyseekdb/utils/embedding_functions/sentence_transformer_embedding_function.py (2)
src/pyseekdb/client/collection.py (2)
client(78-80)embedding_function(88-90)src/pyseekdb/client/embedding_function.py (1)
EmbeddingFunction(48-75)
demo/rag/embedding_function_factory.py (2)
src/pyseekdb/client/embedding_function.py (2)
EmbeddingFunction(48-75)dimension(162-164)tests/integration_tests/test_default_embedding_function.py (1)
dimension(183-184)
demo/rag/seekdb_utils.py (3)
src/pyseekdb/client/collection.py (7)
client(78-80)embedding_function(88-90)name(63-65)get(364-428)add(103-149)hybrid_search(430-523)query(276-362)src/pyseekdb/client/admin_client.py (2)
has_collection(220-222)get_or_create_collection(224-243)src/pyseekdb/client/client_base.py (3)
has_collection(234-236)has_collection(794-814)get_or_create_collection(816-864)
examples/complete_example.py (3)
src/pyseekdb/client/configuration.py (1)
HNSWConfiguration(40-59)src/pyseekdb/client/collection.py (9)
dimension(73-75)distance(93-95)client(78-80)name(63-65)embedding_function(88-90)add(103-149)update(151-191)query(276-362)get(364-428)src/pyseekdb/client/admin_client.py (1)
get_or_create_collection(224-243)
src/pyseekdb/client/__init__.py (2)
src/pyseekdb/client/configuration.py (3)
Configuration(62-77)HNSWConfiguration(40-59)FulltextParserConfig(26-36)src/pyseekdb/client/embedding_function.py (2)
EmbeddingFunction(48-75)DefaultEmbeddingFunction(100-506)
tests/integration_tests/test_fulltext_parser_config.py (3)
src/pyseekdb/client/configuration.py (3)
Configuration(62-77)HNSWConfiguration(40-59)FulltextParserConfig(26-36)src/pyseekdb/client/meta_info.py (2)
table_name(20-22)CollectionNames(15-44)src/pyseekdb/client/client_seekdb_server.py (1)
_execute(101-116)
tests/integration_tests/test_admin_database_management.py (3)
src/pyseekdb/client/admin_client.py (8)
create_database(51-59)create_database(126-128)get_database(62-73)get_database(130-132)delete_database(76-84)delete_database(134-136)list_databases(87-104)list_databases(138-145)src/pyseekdb/client/client_seekdb_embedded.py (4)
create_database(269-280)get_database(282-307)delete_database(309-320)list_databases(322-363)src/pyseekdb/client/client_seekdb_server.py (4)
create_database(154-173)get_database(175-207)delete_database(209-228)list_databases(230-278)
🪛 dotenv-linter (4.0.0)
demo/rag/.env.example
[warning] 25-25: [UnorderedKey] The COLLECTION_NAME key should go before the SEEKDB_DIR key
(UnorderedKey)
🪛 Ruff (0.14.10)
tests/integration_tests/test_collection_dml.py
45-45: f-string without any placeholders
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(F541)
src/pyseekdb/client/sql_utils.py
53-55: Prefer TypeError exception for invalid type
(TRY004)
53-55: Avoid specifying long messages outside the exception class
(TRY003)
demo/rag/seekdb_app.py
140-140: Do not catch blind exception: Exception
(BLE001)
155-155: Do not catch blind exception: Exception
(BLE001)
tests/integration_tests/test_collection_query.py
93-94: Possible SQL injection vector through string-based query construction
(S608)
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tests/integration_tests/conftest.py
65-65: Do not catch blind exception: Exception
(BLE001)
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(BLE001)
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(BLE001)
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(TRY003)
214-214: Do not use bare except
(E722)
214-215: try-except-pass detected, consider logging the exception
(S110)
246-246: Avoid specifying long messages outside the exception class
(TRY003)
src/pyseekdb/client/embedding_function.py
95-97: Avoid specifying long messages outside the exception class
(TRY003)
253-255: try-except-pass detected, consider logging the exception
(S110)
253-253: Do not catch blind exception: Exception
(BLE001)
271-271: Do not catch blind exception: Exception
(BLE001)
275-275: Comment contains ambiguous ， (FULLWIDTH COMMA). Did you mean , (COMMA)?
(RUF003)
289-289: Consider moving this statement to an else block
(TRY300)
291-291: Do not catch blind exception: Exception
(BLE001)
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Replace with exception
(TRY400)
tests/integration_tests/test_client_creation.py
119-119: Do not catch blind exception: Exception
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243-243: Standard pseudo-random generators are not suitable for cryptographic purposes
(S311)
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(BLE001)
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(BLE001)
tests/integration_tests/test_empty_value_handling.py
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tests/integration_tests/test_default_embedding_function.py
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tests/integration_tests/test_collection_hybrid_search.py
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tests/integration_tests/test_security_sql_injection.py
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tests/integration_tests/test_collection_get.py
103-104: Possible SQL injection vector through string-based query construction
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tests/integration_tests/test_collection_hybrid_search_builder_integration.py
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src/pyseekdb/client/hybrid_search.py
379-379: Avoid specifying long messages outside the exception class
(TRY003)
src/pyseekdb/client/configuration.py
57-59: Avoid specifying long messages outside the exception class
(TRY003)
src/pyseekdb/client/client_seekdb_server.py
195-195: Possible SQL injection vector through string-based query construction
(S608)
199-199: Avoid specifying long messages outside the exception class
(TRY003)
src/pyseekdb/client/client_seekdb_embedded.py
34-34: Unused method argument: kwargs
(ARG002)
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(ARG002)
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src/pyseekdb/client/version.py
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demo/rag/embedding_function_factory.py
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demo/rag/seekdb_utils.py
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(B008)
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examples/complete_example.py
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demo/rag/llm.py
18-18: PEP 484 prohibits implicit Optional
Convert to T | None
(RUF013)
78-78: Consider moving this statement to an else block
(TRY300)
124-124: Consider moving this statement to an else block
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demo/rag/seekdb_insert.py
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tests/integration_tests/test_fulltext_parser_config.py
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src/pyseekdb/client/filters.py
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⏰ Context from checks skipped due to timeout of 90000ms. You can increase the timeout in your CodeRabbit configuration to a maximum of 15 minutes (900000ms). (3)
- GitHub Check: integration-test (server)
- GitHub Check: integration-test (embedded)
- GitHub Check: integration-test (oceanbase)
| repos: | ||
| - repo: https://github.com/pre-commit/pre-commit-hooks | ||
| rev: "v5.0.0" | ||
| hooks: | ||
| - id: check-case-conflict | ||
| - id: check-merge-conflict | ||
| - id: check-toml | ||
| - id: check-yaml | ||
| - id: check-json | ||
| exclude: ^.devcontainer/devcontainer.json | ||
| - id: pretty-format-json | ||
| exclude: ^.devcontainer/devcontainer.json | ||
| args: [--autofix, --no-sort-keys] | ||
| - id: end-of-file-fixer | ||
| - id: trailing-whitespace | ||
|
|
||
| - repo: https://github.com/astral-sh/ruff-pre-commit | ||
| rev: "v0.12.7" | ||
| hooks: | ||
| - id: ruff-format |
There was a problem hiding this comment.
🧩 Analysis chain
🌐 Web query:
latest version of pre-commit-hooks github pre-commit/pre-commit-hooks
💡 Result:
Latest release: v6.0.0 — published Aug 9, 2025. [1][2]
Sources:
[1] PyPI: pre-commit-hooks release history.
[2] GitHub Releases: pre-commit/pre-commit-hooks.
🌐 Web query:
latest version of ruff pre-commit plugin astral-sh/ruff-pre-commit
💡 Result:
The latest release of astral-sh/ruff-pre-commit is v0.14.11 (released Jan 8, 2026). [1][2]
Sources:
[1] GitHub releases — astral-sh/ruff-pre-commit (v0.14.11).
[2] Ruff documentation (Integrations) showing rev: v0.14.11.
Update pre-commit hook versions to latest releases.
The configuration is well-structured with appropriate hooks for code quality:
- File integrity checks (case conflicts, merge conflicts, file validators)
- JSON formatting with
--no-sort-keysto preserve intentional ordering - End-of-file and trailing whitespace fixes
- Python formatting via ruff-format
The exclusion of .devcontainer/devcontainer.json from JSON hooks is sensible since VS Code tooling may generate it with specific formatting.
However, the hook versions are outdated:
- Update
pre-commit-hooksfrom v5.0.0 to v6.0.0 - Update
ruff-pre-commitfrom v0.12.7 to v0.14.11
🤖 Prompt for AI Agents
In @.pre-commit-config.yaml around lines 1 - 20, Update the pre-commit hook
revisions to the requested newer releases by changing the rev for
https://github.com/pre-commit/pre-commit-hooks from "v5.0.0" to "v6.0.0" and the
rev for https://github.com/astral-sh/ruff-pre-commit from "v0.12.7" to
"v0.14.11" in .pre-commit-config.yaml, then run pre-commit autoupdate or
validate by running pre-commit run --all-files to ensure the new hooks install
and pass.
1 participant
Summary
Add pre-commit to unify styles in code
Solution Description
Primarily code formatting, requiring review of pre-commit.yml, Makefile, and ci.yml.
Usage
For every developer:
However, I did not add tools like ruff-check and ty for type checking to avoid further code review requirements. A separate pull request will be created for that.
Summary by CodeRabbit
Release Notes
Bug Fixes
Chores
✏️ Tip: You can customize this high-level summary in your review settings.