align required python versions and test on python version matrix

.github/workflows/ci.yml

@@ -13,15 +13,34 @@ jobs:
     runs-on: ubuntu-latest
     strategy:
       matrix:
+        python-version: ["3.9", "3.10", "3.11", "3.12", "3.13", "3.14"]
+        image_tag: ["4.4.1.0-100000032025101610"]
+        init_sql: ["ALTER SYSTEM ob_vector_memory_limit_percentage = 30; SET GLOBAL ob_query_timeout=100000000;"]
+        test_filter: ["tests/test_hybrid_search.py::HybridSearchTest"]
         include:
-          - image_tag: "4.3.5.3-103000092025080818"
+          - python-version: 3.12
+            image_tag: "4.3.5.3-103000092025080818"
             init_sql: "ALTER SYSTEM ob_vector_memory_limit_percentage = 30; CREATE USER 'jtuser'@'%'; GRANT SELECT, INSERT, UPDATE, DELETE ON test.* TO 'jtuser'@'%'; FLUSH PRIVILEGES;"
             test_filter: "-k \"not HybridSearchTest\""
-          - image_tag: "4.4.1.0-100000032025101610"
-            init_sql: "ALTER SYSTEM ob_vector_memory_limit_percentage = 30; SET GLOBAL ob_query_timeout=100000000;"
-            test_filter: "tests/test_hybrid_search.py::HybridSearchTest"
 
     steps:
+      - name: Check out code
+        uses: actions/checkout@v6
+
+      - name: Install uv
+        uses: astral-sh/setup-uv@v6
+        with:
+          python-version: ${{ matrix.python-version }}
+
+      - name: Install dependencies
+        run: uv sync --dev
+
+      - name: Lint
+        run: uv run ruff check
+
+      - name: Package build test
+        run: uv build
+
       - name: Free disk space
         uses: kfir4444/free-disk-space@main
         with:
@@ -32,21 +51,6 @@ jobs:
           large-packages: true
           swap-storage: true
 
-      - name: Check out code
-        uses: actions/checkout@v4
-
-      - name: Set up Python
-        uses: actions/setup-python@v3
-        with:
-          python-version: '3.x'
-
-      - name: Install uv
-        uses: astral-sh/setup-uv@v6
-
-      - name: Install dependencies
-        run: |
-          uv sync --dev
-
       - name: Start OceanBase container
         uses: oceanbase/setup-oceanbase-ce@v1
         with:

.github/workflows/python-publish.yml

@@ -21,10 +21,10 @@ jobs:
     runs-on: ubuntu-latest
 
     steps:
-    - uses: actions/checkout@v4
+    - uses: actions/checkout@v6
 
     - name: Set up Python
-      uses: actions/setup-python@v3
+      uses: actions/setup-python@v6
       with:
         python-version: '3.x'
 

pyobvector/client/collection_schema.py

@@ -1,6 +1,6 @@
 """FieldSchema & CollectionSchema definition module to be compatible with Milvus."""
 import copy
-from typing import Optional, List
+from typing import Optional
 from sqlalchemy import Column
 from .schema_type import DataType, convert_datatype_to_sqltype
 from .exceptions import *
@@ -125,7 +125,7 @@ class CollectionSchema:
     """
     def __init__(
         self,
-        fields: Optional[List[FieldSchema]] = None,
+        fields: Optional[list[FieldSchema]] = None,
         partitions: Optional[ObPartition] = None,
         description: str = "",  # ignored in oceanbase
         **kwargs,

pyobvector/client/fts_index_param.py

@@ -1,6 +1,6 @@
 """A module to specify fts index parameters"""
 from enum import Enum
-from typing import List, Optional, Union
+from typing import Optional, Union
 
 class FtsParser(Enum):
     """Built-in full-text search parser types supported by OceanBase"""
@@ -23,7 +23,7 @@ class FtsIndexParam:
     def __init__(
         self,
         index_name: str,
-        field_names: List[str],
+        field_names: list[str],
         parser_type: Optional[Union[FtsParser, str]] = None,
     ):
         self.index_name = index_name

pyobvector/client/hybrid_search.py

@@ -1,7 +1,7 @@
 """OceanBase Hybrid Search Client."""
 import json
 import logging
-from typing import Dict, Any
+from typing import Any
 
 from sqlalchemy import text
 
@@ -41,7 +41,7 @@ def __init__(
     def search(
         self,
         index: str,
-        body: Dict[str, Any],
+        body: dict[str, Any],
         **kwargs,
     ):
         """Execute hybrid search with parameter compatible with Elasticsearch.
@@ -66,7 +66,7 @@ def search(
     def get_sql(
         self,
         index: str,
-        body: Dict[str, Any],
+        body: dict[str, Any],
     ) -> str:
         """Get the SQL actually to be executed in hybrid search.
 

pyobvector/client/milvus_like_client.py

@@ -1,7 +1,7 @@
 """Milvus Like Client."""
 import logging
 import json
-from typing import Optional, Union, Dict, List
+from typing import Optional, Union
 
 from sqlalchemy.exc import NoSuchTableError
 from sqlalchemy import (
@@ -147,7 +147,7 @@ def create_collection(
 
     def get_collection_stats(
         self, collection_name: str, timeout: Optional[float] = None # pylint: disable=unused-argument
-    ) -> Dict:
+    ) -> dict:
         """Get collection row count.
 
         Args:
@@ -354,12 +354,12 @@ def search(
         with_dist: bool = False,
         flter=None,
         limit: int = 10,
-        output_fields: Optional[List[str]] = None,
+        output_fields: Optional[list[str]] = None,
         search_params: Optional[dict] = None,
         timeout: Optional[float] = None, # pylint: disable=unused-argument
-        partition_names: Optional[List[str]] = None,
+        partition_names: Optional[list[str]] = None,
         **kwargs, # pylint: disable=unused-argument
-    ) -> List[dict]:
+    ) -> list[dict]:
         """Perform ann search.
         Note: OceanBase does not support batch search now. `data` & the return value is not a batch.
 
@@ -467,11 +467,11 @@ def query(
         self,
         collection_name: str,
         flter=None,
-        output_fields: Optional[List[str]] = None,
+        output_fields: Optional[list[str]] = None,
         timeout: Optional[float] = None, # pylint: disable=unused-argument
-        partition_names: Optional[List[str]] = None,
+        partition_names: Optional[list[str]] = None,
         **kwargs, # pylint: disable=unused-argument
-    ) -> List[dict]:
+    ) -> list[dict]:
         """Query records.
 
         Args:
@@ -533,11 +533,11 @@ def get(
         self,
         collection_name: str,
         ids: Union[list, str, int] = None,
-        output_fields: Optional[List[str]] = None,
+        output_fields: Optional[list[str]] = None,
         timeout: Optional[float] = None, # pylint: disable=unused-argument
-        partition_names: Optional[List[str]] = None,
+        partition_names: Optional[list[str]] = None,
         **kwargs, # pylint: disable=unused-argument
-    ) -> List[dict]:
+    ) -> list[dict]:
         """Get records with specified primary field `ids`.
 
         Args:
@@ -672,7 +672,7 @@ def delete(
     def insert(
         self,
         collection_name: str,
-        data: Union[Dict, List[Dict]],
+        data: Union[dict, list[dict]],
         timeout: Optional[float] = None,
         partition_name: Optional[str] = "",
     ) -> (
@@ -700,10 +700,10 @@ def insert(
     def upsert(
         self,
         collection_name: str,
-        data: Union[Dict, List[Dict]],
+        data: Union[dict, list[dict]],
         timeout: Optional[float] = None, # pylint: disable=unused-argument
         partition_name: Optional[str] = "",
-    ) -> List[Union[str, int]]:
+    ) -> list[Union[str, int]]:
         """Update data in table. If primary key is duplicated, replace it.
 
         Args:

pyobvector/client/ob_client.py

@@ -1,5 +1,5 @@
 import logging
-from typing import List, Optional, Dict, Union
+from typing import Optional, Union
 from urllib.parse import quote
 
 import sqlalchemy.sql.functions as func_mod
@@ -141,8 +141,8 @@ def check_table_exists(self, table_name: str):
     def create_table(
         self,
         table_name: str,
-        columns: List[Column],
-        indexes: Optional[List[Index]] = None,
+        columns: list[Column],
+        indexes: Optional[list[Index]] = None,
         partitions: Optional[ObPartition] = None,
         **kwargs,
     ):
@@ -208,7 +208,7 @@ def drop_index(self, table_name: str, index_name: str):
     def insert(
         self,
         table_name: str,
-        data: Union[Dict, List[Dict]],
+        data: Union[dict, list[dict]],
         partition_name: Optional[str] = "",
     ):
         """Insert data into table.
@@ -218,7 +218,7 @@ def insert(
             data (Union[Dict, List[Dict]]): data that will be inserted
             partition_name (Optional[str]): limit the query to certain partition
         """
-        if isinstance(data, Dict):
+        if isinstance(data, dict):
             data = [data]
 
         if len(data) == 0:
@@ -240,7 +240,7 @@ def insert(
     def upsert(
         self,
         table_name: str,
-        data: Union[Dict, List[Dict]],
+        data: Union[dict, list[dict]],
         partition_name: Optional[str] = "",
     ):
         """Update data in table. If primary key is duplicated, replace it.
@@ -250,7 +250,7 @@ def upsert(
             data (Union[Dict, List[Dict]]): data that will be upserted
             partition_name (Optional[str]): limit the query to certain partition
         """
-        if isinstance(data, Dict):
+        if isinstance(data, dict):
             data = [data]
 
         if len(data) == 0:
@@ -365,8 +365,8 @@ def get(
         table_name: str,
         ids: Optional[Union[list, str, int]] = None,
         where_clause=None,
-        output_column_name: Optional[List[str]] = None,
-        partition_names: Optional[List[str]] = None,
+        output_column_name: Optional[list[str]] = None,
+        partition_names: Optional[list[str]] = None,
         n_limits: Optional[int] = None,
     ):
         """Get records with specified primary field `ids`.

pyobvector/client/ob_vec_client.py

@@ -1,6 +1,6 @@
 """OceanBase Vector Store Client."""
 import logging
-from typing import List, Optional, Union
+from typing import Optional, Union
 
 import numpy as np
 from sqlalchemy import (
@@ -60,10 +60,10 @@ def _get_sparse_vector_index_params(
     def create_table_with_index_params(
         self,
         table_name: str,
-        columns: List[Column],
-        indexes: Optional[List[Index]] = None,
+        columns: list[Column],
+        indexes: Optional[list[Index]] = None,
         vidxs: Optional[IndexParams] = None,
-        fts_idxs: Optional[List[FtsIndexParam]] = None,
+        fts_idxs: Optional[list[FtsIndexParam]] = None,
         partitions: Optional[ObPartition] = None,
     ):
         """Create table with optional index_params.
@@ -140,7 +140,7 @@ def create_index(
         table_name: str,
         is_vec_index: bool,
         index_name: str,
-        column_names: List[str],
+        column_names: list[str],
         vidx_params: Optional[str] = None,
         **kw,
     ):
@@ -274,12 +274,12 @@ def ann_search(
         distance_func,
         with_dist: bool = False,
         topk: int = 10,
-        output_column_names: Optional[List[str]] = None,
-        output_columns: Optional[Union[List, tuple]] = None,
-        extra_output_cols: Optional[List] = None,
+        output_column_names: Optional[list[str]] = None,
+        output_columns: Optional[Union[list, tuple]] = None,
+        extra_output_cols: Optional[list] = None,
         where_clause=None,
-        partition_names: Optional[List[str]] = None,
-        idx_name_hint: Optional[List[str]] = None,
+        partition_names: Optional[list[str]] = None,
+        idx_name_hint: Optional[list[str]] = None,
         distance_threshold: Optional[float] = None,
         **kwargs,
     ):  # pylint: disable=unused-argument
@@ -403,11 +403,11 @@ def post_ann_search(
         distance_func,
         with_dist: bool = False,
         topk: int = 10,
-        output_column_names: Optional[List[str]] = None,
-        extra_output_cols: Optional[List] = None,
+        output_column_names: Optional[list[str]] = None,
+        extra_output_cols: Optional[list] = None,
         where_clause=None,
-        partition_names: Optional[List[str]] = None,
-        str_list: Optional[List[str]] = None,
+        partition_names: Optional[list[str]] = None,
+        str_list: Optional[list[str]] = None,
         **kwargs,
     ):  # pylint: disable=unused-argument
         """Perform post ann search.
@@ -483,7 +483,7 @@ def precise_search(
         vec_column_name: str,
         distance_func,
         topk: int = 10,
-        output_column_names: Optional[List[str]] = None,
+        output_column_names: Optional[list[str]] = None,
         where_clause=None,
         **kwargs,
     ):  # pylint: disable=unused-argument