From 97a470c61babb1fe062fefc61087c3c3953e0a7d Mon Sep 17 00:00:00 2001 From: DouEnergy Date: Fri, 21 Feb 2025 09:33:12 +0800 Subject: [PATCH 01/12] feat(ibis): Add Oracle connector --- ibis-server/app/model/__init__.py | 12 ++ ibis-server/app/model/data_source.py | 14 ++ ibis-server/app/util.py | 6 + ibis-server/pyproject.toml | 3 + .../tests/routers/v2/connector/test_oracle.py | 134 ++++++++++++++++++ 5 files changed, 169 insertions(+) create mode 100644 ibis-server/tests/routers/v2/connector/test_oracle.py diff --git a/ibis-server/app/model/__init__.py b/ibis-server/app/model/__init__.py index 800d3bdd7..040a78fbb 100644 --- a/ibis-server/app/model/__init__.py +++ b/ibis-server/app/model/__init__.py @@ -40,6 +40,10 @@ class QueryMySqlDTO(QueryDTO): connection_info: ConnectionUrl | MySqlConnectionInfo = connection_info_field +class QueryOracleDTO(QueryDTO): + connection_info: ConnectionUrl | OracleConnectionInfo = connection_info_field + + class QueryPostgresDTO(QueryDTO): connection_info: ConnectionUrl | PostgresConnectionInfo = connection_info_field @@ -131,6 +135,14 @@ class PostgresConnectionInfo(BaseModel): password: SecretStr | None = None +class OracleConnectionInfo(BaseModel): + host: SecretStr = Field(examples=["localhost"]) + port: SecretStr = Field(examples=[1521]) + database: SecretStr + user: SecretStr + password: SecretStr | None = None + + class SnowflakeConnectionInfo(BaseModel): user: SecretStr password: SecretStr diff --git a/ibis-server/app/model/data_source.py b/ibis-server/app/model/data_source.py index fe4a09191..a34e8dbe7 100644 --- a/ibis-server/app/model/data_source.py +++ b/ibis-server/app/model/data_source.py @@ -17,6 +17,7 @@ ConnectionInfo, MSSqlConnectionInfo, MySqlConnectionInfo, + OracleConnectionInfo, PostgresConnectionInfo, QueryBigQueryDTO, QueryCannerDTO, @@ -27,6 +28,7 @@ QueryMinioFileDTO, QueryMSSqlDTO, QueryMySqlDTO, + QueryOracleDTO, QueryPostgresDTO, QueryS3FileDTO, QuerySnowflakeDTO, @@ -43,6 +45,7 @@ class DataSource(StrEnum): clickhouse = auto() mssql = auto() mysql = auto() + oracle = auto() postgres = auto() snowflake = auto() trino = auto() @@ -70,6 +73,7 @@ class DataSourceExtension(Enum): clickhouse = QueryClickHouseDTO mssql = QueryMSSqlDTO mysql = QueryMySqlDTO + oracle = QueryOracleDTO postgres = QueryPostgresDTO snowflake = QuerySnowflakeDTO trino = QueryTrinoDTO @@ -176,6 +180,16 @@ def get_postgres_connection(info: PostgresConnectionInfo) -> BaseBackend: password=(info.password and info.password.get_secret_value()), ) + @staticmethod + def get_oracle_connection(info: OracleConnectionInfo) -> BaseBackend: + return ibis.oracle.connect( + host=info.host.get_secret_value(), + port=int(info.port.get_secret_value()), + database=info.database.get_secret_value(), + user=info.user.get_secret_value(), + password=(info.password and info.password.get_secret_value()), + ) + @staticmethod def get_snowflake_connection(info: SnowflakeConnectionInfo) -> BaseBackend: return ibis.snowflake.connect( diff --git a/ibis-server/app/util.py b/ibis-server/app/util.py index f05f61e2e..484d35fdc 100644 --- a/ibis-server/app/util.py +++ b/ibis-server/app/util.py @@ -13,6 +13,9 @@ def base64_to_dict(base64_str: str) -> dict: def to_json(df: pd.DataFrame) -> dict: for column in df.columns: + if df[column].dtype == object: + # Convert Oracle LOB objects to string + df[column] = df[column].apply(lambda x: str(x) if hasattr(x, "read") else x) if is_datetime64_any_dtype(df[column].dtype): df[column] = _to_datetime_and_format(df[column]) return _to_json_obj(df) @@ -44,6 +47,9 @@ def default(obj): return _date_offset_to_str(obj) if isinstance(obj, datetime.timedelta): return str(obj) + # Add handling for any remaining LOB objects + if hasattr(obj, "read"): # Check if object is LOB-like + return str(obj) raise TypeError json_obj = orjson.loads( diff --git a/ibis-server/pyproject.toml b/ibis-server/pyproject.toml index f0f0a5c1f..e56e93646 100644 --- a/ibis-server/pyproject.toml +++ b/ibis-server/pyproject.toml @@ -15,6 +15,7 @@ ibis-framework = { version = "9.5.0", extras = [ "clickhouse", "mssql", "mysql", + "oracle", "postgres", "snowflake", "trino", @@ -33,6 +34,7 @@ gql = { extras = ["aiohttp"], version = "3.5.0" } anyio = "4.8.0" duckdb = "1.1.3" opendal = ">=0.45" +oracledb = "2.5.1" [tool.poetry.group.dev.dependencies] pytest = "8.3.4" @@ -61,6 +63,7 @@ markers = [ "functions: mark a test as a functions test", "mssql: mark a test as a mssql test", "mysql: mark a test as a mysql test", + "oracle: mark a test as a oracle test", "postgres: mark a test as a postgres test", "snowflake: mark a test as a snowflake test", "trino: mark a test as a trino test", diff --git a/ibis-server/tests/routers/v2/connector/test_oracle.py b/ibis-server/tests/routers/v2/connector/test_oracle.py new file mode 100644 index 000000000..bcb6f86fa --- /dev/null +++ b/ibis-server/tests/routers/v2/connector/test_oracle.py @@ -0,0 +1,134 @@ +import base64 + +import orjson +import pandas as pd +import pytest +import sqlalchemy +from sqlalchemy import text +from testcontainers.oracle import OracleDbContainer + +from tests.conftest import file_path + +pytestmark = pytest.mark.oracle + +base_url = "/v2/connector/oracle" + +manifest = { + "catalog": "my_catalog", + "schema": "my_schema", + "models": [ + { + "name": "Orders", + "tableReference": { + "schema": "SYSTEM", + "table": "ORDERS", + }, + "columns": [ + {"name": "orderkey", "expression": "O_ORDERKEY", "type": "number"}, + {"name": "custkey", "expression": "O_CUSTKEY", "type": "number"}, + { + "name": "orderstatus", + "expression": "O_ORDERSTATUS", + "type": "varchar2", + }, + { + "name": "totalprice", + "expression": "O_TOTALPRICE", + "type": "number", + }, + {"name": "orderdate", "expression": "O_ORDERDATE", "type": "date"}, + { + "name": "order_cust_key", + "expression": "O_ORDERKEY || '_' || O_CUSTKEY", + "type": "varchar2", + }, + { + "name": "timestamp", + "expression": "CAST('2024-01-01 23:59:59' AS TIMESTAMP)", + "type": "timestamp", + }, + { + "name": "test_null_time", + "expression": "CAST(NULL AS TIMESTAMP)", + "type": "timestamp", + }, + { + "name": "blob_column", + "expression": "UTL_RAW.CAST_TO_RAW('abc')", + "type": "blob", + }, + ], + "primaryKey": "orderkey", + } + ], +} + + +@pytest.fixture(scope="module") +def manifest_str(): + return base64.b64encode(orjson.dumps(manifest)).decode("utf-8") + + +@pytest.fixture(scope="module") +def oracle(request) -> OracleDbContainer: + oracle = OracleDbContainer( + "gvenzl/oracle-free:23.6-slim-faststart", oracle_password="Oracle123" + ) + + oracle.start() + + host = oracle.get_container_host_ip() + port = oracle.get_exposed_port(1521) + connection_url = ( + f"oracle+oracledb://SYSTEM:Oracle123@{host}:{port}/?service_name=FREEPDB1" + ) + engine = sqlalchemy.create_engine(connection_url, echo=True) + + with engine.begin() as conn: + pd.read_parquet(file_path("resource/tpch/data/orders.parquet")).to_sql( + "orders", engine, index=False + ) + pd.read_parquet(file_path("resource/tpch/data/customer.parquet")).to_sql( + "customer", engine, index=False + ) + # Add table and column comments + conn.execute(text("COMMENT ON TABLE orders IS 'This is a table comment'")) + conn.execute(text("COMMENT ON COLUMN orders.o_comment IS 'This is a comment'")) + + request.addfinalizer(oracle.stop) + return oracle + + +async def test_query_with_connection_url( + client, manifest_str, oracle: OracleDbContainer +): + connection_url = _to_connection_url(oracle) + response = await client.post( + url=f"{base_url}/query", + json={ + "connectionInfo": {"connectionUrl": connection_url}, + "manifestStr": manifest_str, + "sql": "SELECT * FROM SYSTEM.ORDERS LIMIT 1", + }, + ) + assert response.status_code == 200 + result = response.json() + assert len(result["columns"]) == len(manifest["models"][0]["columns"]) + assert len(result["data"]) == 1 + assert result["data"][0][0] == 1 + assert result["dtypes"] is not None + + +def _to_connection_info(oracle: OracleDbContainer): + return { + "host": oracle.get_container_host_ip(), + "port": oracle.get_exposed_port(oracle.port), + "user": "SYSTEM", + "password": "Oracle123", + "service": "FREEPDB1", + } + + +def _to_connection_url(oracle: OracleDbContainer): + info = _to_connection_info(oracle) + return f"oracle://{info['user']}:{info['password']}@{info['host']}:{info['port']}/{info['service']}" From caf75456139d8b6fed317345ecdf9615a00f8edc Mon Sep 17 00:00:00 2001 From: DouEnergy Date: Fri, 21 Feb 2025 14:58:24 +0800 Subject: [PATCH 02/12] Fix Oracle connection issue --- ibis-server/app/model/__init__.py | 1 + ibis-server/docs/how-to-add-data-source.md | 9 ++++ ibis-server/justfile | 3 ++ .../tests/routers/v2/connector/test_oracle.py | 46 +++++++++++-------- 4 files changed, 40 insertions(+), 19 deletions(-) diff --git a/ibis-server/app/model/__init__.py b/ibis-server/app/model/__init__.py index 040a78fbb..651c17cb5 100644 --- a/ibis-server/app/model/__init__.py +++ b/ibis-server/app/model/__init__.py @@ -213,6 +213,7 @@ class GcsFileConnectionInfo(BaseModel): | ConnectionUrl | MSSqlConnectionInfo | MySqlConnectionInfo + | OracleConnectionInfo | PostgresConnectionInfo | SnowflakeConnectionInfo | TrinoConnectionInfo diff --git a/ibis-server/docs/how-to-add-data-source.md b/ibis-server/docs/how-to-add-data-source.md index 6e053071e..4b16004b0 100644 --- a/ibis-server/docs/how-to-add-data-source.md +++ b/ibis-server/docs/how-to-add-data-source.md @@ -32,6 +32,15 @@ class PostgresConnectionInfo(BaseModel): We use the base model of [Pydantic](https://docs.pydantic.dev/latest/api/base_model/) to support our class definitions. Pydantic provides a convenient field type called [Secret Types](https://docs.pydantic.dev/2.0/usage/types/secrets/) that can protect the sensitive information. +Add your xxxConnectionInfo to ConnectionInfo +```python +ConnectionInfo = ( + ... + | PostgresConnectionInfo + ... +) +``` + Return to the `DataSourceExtension` enum class to implement the `get_{data_source}_connection` function. This function should be specific to your new data source. For example, if you've added a PostgreSQL data source, you might implement a `get_postgres_connection` function. ```python diff --git a/ibis-server/justfile b/ibis-server/justfile index ec4dcc636..37632b286 100644 --- a/ibis-server/justfile +++ b/ibis-server/justfile @@ -30,6 +30,9 @@ dev: test MARKER: poetry run pytest -m '{{ MARKER }}' +test-verbose MARKER: + poetry run pytest -s -v -m '{{ MARKER }}' + image-name := "ghcr.io/canner/wren-engine-ibis:latest" docker-build: diff --git a/ibis-server/tests/routers/v2/connector/test_oracle.py b/ibis-server/tests/routers/v2/connector/test_oracle.py index bcb6f86fa..cc6566072 100644 --- a/ibis-server/tests/routers/v2/connector/test_oracle.py +++ b/ibis-server/tests/routers/v2/connector/test_oracle.py @@ -12,6 +12,9 @@ pytestmark = pytest.mark.oracle base_url = "/v2/connector/oracle" +oracle_password = "Oracle123" +oracle_user = "SYSTEM" +oracle_database = "FREEPDB1" manifest = { "catalog": "my_catalog", @@ -44,7 +47,7 @@ }, { "name": "timestamp", - "expression": "CAST('2024-01-01 23:59:59' AS TIMESTAMP)", + "expression": "TO_TIMESTAMP('2024-01-01 23:59:59', 'YYYY-MM-DD HH24:MI:SS')", "type": "timestamp", }, { @@ -72,18 +75,9 @@ def manifest_str(): @pytest.fixture(scope="module") def oracle(request) -> OracleDbContainer: oracle = OracleDbContainer( - "gvenzl/oracle-free:23.6-slim-faststart", oracle_password="Oracle123" - ) - - oracle.start() - - host = oracle.get_container_host_ip() - port = oracle.get_exposed_port(1521) - connection_url = ( - f"oracle+oracledb://SYSTEM:Oracle123@{host}:{port}/?service_name=FREEPDB1" - ) - engine = sqlalchemy.create_engine(connection_url, echo=True) - + "gvenzl/oracle-free:23.6-slim-faststart", oracle_password=f"{oracle_password}" + ).start() + engine = sqlalchemy.create_engine(oracle.get_connection_url()) with engine.begin() as conn: pd.read_parquet(file_path("resource/tpch/data/orders.parquet")).to_sql( "orders", engine, index=False @@ -95,10 +89,22 @@ def oracle(request) -> OracleDbContainer: conn.execute(text("COMMENT ON TABLE orders IS 'This is a table comment'")) conn.execute(text("COMMENT ON COLUMN orders.o_comment IS 'This is a comment'")) - request.addfinalizer(oracle.stop) return oracle +async def test_query(client, manifest_str, oracle: OracleDbContainer): + connection_info = _to_connection_info(oracle) + response = await client.post( + url=f"{base_url}/query", + json={ + "connectionInfo": connection_info, + "manifestStr": manifest_str, + "sql": 'SELECT * FROM "Orders" LIMIT 1', + }, + ) + assert response.status_code == 200 + + async def test_query_with_connection_url( client, manifest_str, oracle: OracleDbContainer ): @@ -108,7 +114,7 @@ async def test_query_with_connection_url( json={ "connectionInfo": {"connectionUrl": connection_url}, "manifestStr": manifest_str, - "sql": "SELECT * FROM SYSTEM.ORDERS LIMIT 1", + "sql": 'SELECT * FROM "Orders" LIMIT 1', }, ) assert response.status_code == 200 @@ -120,15 +126,17 @@ async def test_query_with_connection_url( def _to_connection_info(oracle: OracleDbContainer): + # We can't use oracle.user, oracle.password, oracle.dbname here + # since these values are None at this point return { "host": oracle.get_container_host_ip(), "port": oracle.get_exposed_port(oracle.port), - "user": "SYSTEM", - "password": "Oracle123", - "service": "FREEPDB1", + "user": f"{oracle_user}", + "password": f"{oracle_password}", + "database": f"{oracle_database}", } def _to_connection_url(oracle: OracleDbContainer): info = _to_connection_info(oracle) - return f"oracle://{info['user']}:{info['password']}@{info['host']}:{info['port']}/{info['service']}" + return f"oracle://{info['user']}:{info['password']}@{info['host']}:{info['port']}/{info['database']}" From 11a5731c160846418419140b3b389c7e069074a4 Mon Sep 17 00:00:00 2001 From: DouEnergy Date: Fri, 21 Feb 2025 16:04:10 +0800 Subject: [PATCH 03/12] more test case --- .../tests/routers/v2/connector/test_oracle.py | 98 +++++++++++++++++++ 1 file changed, 98 insertions(+) diff --git a/ibis-server/tests/routers/v2/connector/test_oracle.py b/ibis-server/tests/routers/v2/connector/test_oracle.py index cc6566072..7c934a809 100644 --- a/ibis-server/tests/routers/v2/connector/test_oracle.py +++ b/ibis-server/tests/routers/v2/connector/test_oracle.py @@ -50,6 +50,11 @@ "expression": "TO_TIMESTAMP('2024-01-01 23:59:59', 'YYYY-MM-DD HH24:MI:SS')", "type": "timestamp", }, + { + "name": "timestamptz", + "expression": "TO_TIMESTAMP_TZ( '2024-01-01 23:59:59.000000 +00:00', 'YYYY-MM-DD HH24:MI:SS.FF6 TZH:TZM')", + "type": "timestamp", + }, { "name": "test_null_time", "expression": "CAST(NULL AS TIMESTAMP)", @@ -103,6 +108,33 @@ async def test_query(client, manifest_str, oracle: OracleDbContainer): }, ) assert response.status_code == 200 + result = response.json() + assert len(result["columns"]) == len(manifest["models"][0]["columns"]) + assert len(result["data"]) == 1 + assert result["data"][0] == [ + 1, + 370, + "O", + "172799.49", + "1996-01-02", + "1_370", + "2024-01-01 23:59:59.000000", + "2024-01-01 23:59:59.000000 UTC", + None, + "616263", + ] + assert result["dtypes"] == { + "orderkey": "int64", + "custkey": "int64", + "orderstatus": "object", + "totalprice": "object", + "orderdate": "object", + "order_cust_key": "object", + "timestamp": "object", + "timestamptz": "object", + "test_null_time": "datetime64[ns]", + "blob_column": "object", + } async def test_query_with_connection_url( @@ -125,6 +157,72 @@ async def test_query_with_connection_url( assert result["dtypes"] is not None +async def test_query_without_manifest(client, oracle: OracleDbContainer): + connection_info = _to_connection_info(oracle) + response = await client.post( + url=f"{base_url}/query", + json={ + "connectionInfo": connection_info, + "sql": 'SELECT * FROM "Orders" LIMIT 1', + }, + ) + assert response.status_code == 422 + result = response.json() + assert result["detail"][0] is not None + assert result["detail"][0]["type"] == "missing" + assert result["detail"][0]["loc"] == ["body", "manifestStr"] + assert result["detail"][0]["msg"] == "Field required" + + +async def test_query_without_sql(client, manifest_str, oracle: OracleDbContainer): + connection_info = _to_connection_info(oracle) + response = await client.post( + url=f"{base_url}/query", + json={ + "connectionInfo": connection_info, + "manifestStr": manifest_str, + }, + ) + assert response.status_code == 422 + result = response.json() + assert result["detail"][0] is not None + assert result["detail"][0]["type"] == "missing" + assert result["detail"][0]["loc"] == ["body", "sql"] + assert result["detail"][0]["msg"] == "Field required" + + +async def test_query_without_connection_info( + client, manifest_str, oracle: OracleDbContainer +): + response = await client.post( + url=f"{base_url}/query", + json={ + "manifestStr": manifest_str, + "sql": 'SELECT * FROM "Orders" LIMIT 1', + }, + ) + assert response.status_code == 422 + result = response.json() + assert result["detail"][0] is not None + assert result["detail"][0]["type"] == "missing" + assert result["detail"][0]["loc"] == ["body", "connectionInfo"] + assert result["detail"][0]["msg"] == "Field required" + + +async def test_query_with_dry_run(client, manifest_str, oracle: OracleDbContainer): + connection_info = _to_connection_info(oracle) + response = await client.post( + url=f"{base_url}/query", + params={"dryRun": True}, + json={ + "connectionInfo": connection_info, + "manifestStr": manifest_str, + "sql": 'SELECT * FROM "Orders" LIMIT 1', + }, + ) + assert response.status_code == 204 + + def _to_connection_info(oracle: OracleDbContainer): # We can't use oracle.user, oracle.password, oracle.dbname here # since these values are None at this point From 13dedb126441648847de2e8e166614c3415d70ec Mon Sep 17 00:00:00 2001 From: DouEnergy Date: Fri, 21 Feb 2025 16:47:13 +0800 Subject: [PATCH 04/12] validate test --- .../tests/routers/v2/connector/test_oracle.py | 119 ++++++++++++++++++ 1 file changed, 119 insertions(+) diff --git a/ibis-server/tests/routers/v2/connector/test_oracle.py b/ibis-server/tests/routers/v2/connector/test_oracle.py index 7c934a809..a70b76e39 100644 --- a/ibis-server/tests/routers/v2/connector/test_oracle.py +++ b/ibis-server/tests/routers/v2/connector/test_oracle.py @@ -7,6 +7,7 @@ from sqlalchemy import text from testcontainers.oracle import OracleDbContainer +from app.model.validator import rules from tests.conftest import file_path pytestmark = pytest.mark.oracle @@ -223,6 +224,124 @@ async def test_query_with_dry_run(client, manifest_str, oracle: OracleDbContaine assert response.status_code == 204 +async def test_query_with_dry_run_and_invalid_sql( + client, manifest_str, oracle: OracleDbContainer +): + connection_info = _to_connection_info(oracle) + response = await client.post( + url=f"{base_url}/query", + params={"dryRun": True}, + json={ + "connectionInfo": connection_info, + "manifestStr": manifest_str, + "sql": 'SELECT * FROM "X"', + }, + ) + assert response.status_code == 422 + assert ( + "ORA-00942" in response.text + ) # Oracle ORA-00942 Error: Table or view does not exist + + +async def test_validate_with_unknown_rule( + client, manifest_str, oracle: OracleDbContainer +): + connection_info = _to_connection_info(oracle) + response = await client.post( + url=f"{base_url}/validate/unknown_rule", + json={ + "connectionInfo": connection_info, + "manifestStr": manifest_str, + "parameters": {"modelName": "Orders", "columnName": "orderkey"}, + }, + ) + assert response.status_code == 404 + assert ( + response.text == f"The rule `unknown_rule` is not in the rules, rules: {rules}" + ) + + +async def test_validate_rule_column_is_valid( + client, manifest_str, oracle: OracleDbContainer +): + connection_info = _to_connection_info(oracle) + response = await client.post( + url=f"{base_url}/validate/column_is_valid", + json={ + "connectionInfo": connection_info, + "manifestStr": manifest_str, + "parameters": {"modelName": "Orders", "columnName": "orderkey"}, + }, + ) + assert response.status_code == 204 + + +async def test_validate_rule_column_is_valid_with_invalid_parameters( + client, manifest_str, oracle: OracleDbContainer +): + connection_info = _to_connection_info(oracle) + response = await client.post( + url=f"{base_url}/validate/column_is_valid", + json={"connectionInfo": connection_info, "manifestStr": manifest_str}, + ) + assert response.status_code == 422 + result = response.json() + assert result["detail"][0] is not None + assert result["detail"][0]["type"] == "missing" + assert result["detail"][0]["loc"] == ["body", "parameters"] + assert result["detail"][0]["msg"] == "Field required" + + +async def test_validate_rule_column_is_valid_without_parameters( + client, manifest_str, oracle: OracleDbContainer +): + connection_info = _to_connection_info(oracle) + response = await client.post( + url=f"{base_url}/validate/column_is_valid", + json={"connectionInfo": connection_info, "manifestStr": manifest_str}, + ) + assert response.status_code == 422 + result = response.json() + assert result["detail"][0] is not None + assert result["detail"][0]["type"] == "missing" + assert result["detail"][0]["loc"] == ["body", "parameters"] + assert result["detail"][0]["msg"] == "Field required" + + +async def test_validate_rule_column_is_valid_without_one_parameter( + client, manifest_str, oracle: OracleDbContainer +): + connection_info = _to_connection_info(oracle) + response = await client.post( + url=f"{base_url}/validate/column_is_valid", + json={ + "connectionInfo": connection_info, + "manifestStr": manifest_str, + "parameters": {"modelName": "Orders"}, + }, + ) + assert response.status_code == 422 + assert response.text == "Missing required parameter: `columnName`" + + response = await client.post( + url=f"{base_url}/validate/column_is_valid", + json={ + "connectionInfo": connection_info, + "manifestStr": manifest_str, + "parameters": {"columnName": "orderkey"}, + }, + ) + assert response.status_code == 422 + assert response.text == "Missing required parameter: `modelName`" + + +# test_metadata_list_tables + +# test_metadata_list_constraints + +# test_metadata_db_version + + def _to_connection_info(oracle: OracleDbContainer): # We can't use oracle.user, oracle.password, oracle.dbname here # since these values are None at this point From a31fe483a4b1d5cb1229f0df5f5432b9d0b24b3b Mon Sep 17 00:00:00 2001 From: DouEnergy Date: Mon, 24 Feb 2025 07:46:53 +0800 Subject: [PATCH 05/12] pass metadata test --- ibis-server/app/model/metadata/factory.py | 2 + ibis-server/app/model/metadata/oracle.py | 205 ++++++++++++++++++ .../tests/routers/v2/connector/test_oracle.py | 13 +- 3 files changed, 219 insertions(+), 1 deletion(-) create mode 100644 ibis-server/app/model/metadata/oracle.py diff --git a/ibis-server/app/model/metadata/factory.py b/ibis-server/app/model/metadata/factory.py index 267ddbb33..a49f58ba9 100644 --- a/ibis-server/app/model/metadata/factory.py +++ b/ibis-server/app/model/metadata/factory.py @@ -11,6 +11,7 @@ MinioFileMetadata, S3FileMetadata, ) +from app.model.metadata.oracle import OracleMetadata from app.model.metadata.postgres import PostgresMetadata from app.model.metadata.snowflake import SnowflakeMetadata from app.model.metadata.trino import TrinoMetadata @@ -21,6 +22,7 @@ DataSource.clickhouse: ClickHouseMetadata, DataSource.mssql: MSSQLMetadata, DataSource.mysql: MySQLMetadata, + DataSource.oracle: OracleMetadata, DataSource.postgres: PostgresMetadata, DataSource.trino: TrinoMetadata, DataSource.snowflake: SnowflakeMetadata, diff --git a/ibis-server/app/model/metadata/oracle.py b/ibis-server/app/model/metadata/oracle.py new file mode 100644 index 000000000..59b0fc572 --- /dev/null +++ b/ibis-server/app/model/metadata/oracle.py @@ -0,0 +1,205 @@ +import ibis + +from app.model import OracleConnectionInfo +from app.model.data_source import DataSource +from app.model.metadata.dto import ( + Column, + Constraint, + ConstraintType, + RustWrenEngineColumnType, + Table, + TableProperties, +) +from app.model.metadata.metadata import Metadata + + +class OracleMetadata(Metadata): + def __init__(self, connection_info: OracleConnectionInfo): + super().__init__(connection_info) + self.connection = DataSource.oracle.get_connection(connection_info) + + def get_table_list(self) -> list[Table]: + sql = """ + SELECT + t.owner AS TABLE_CATALOG, + t.owner AS TABLE_SCHEMA, + t.table_name AS TABLE_NAME, + c.column_name AS COLUMN_NAME, + c.data_type AS DATA_TYPE, + c.nullable AS IS_NULLABLE, + c.column_id AS ORDINAL_POSITION, + tc.comments AS TABLE_COMMENT, + cc.comments AS COLUMN_COMMENT + FROM + all_tables t + JOIN + all_tab_columns c + ON t.owner = c.owner + AND t.table_name = c.table_name + LEFT JOIN + all_tab_comments tc + ON tc.owner = t.owner + AND tc.table_name = t.table_name + LEFT JOIN + all_col_comments cc + ON cc.owner = c.owner + AND cc.table_name = c.table_name + AND cc.column_name = c.column_name + WHERE + t.owner = 'SYSTEM' + ORDER BY + t.table_name, c.column_id; + """ + # Provide the schema explicitly with uppercase column names. + schema = ibis.schema( + { + "TABLE_CATALOG": "string", + "TABLE_SCHEMA": "string", + "TABLE_NAME": "string", + "COLUMN_NAME": "string", + "DATA_TYPE": "string", + "IS_NULLABLE": "string", + "ORDINAL_POSITION": "int64", + "TABLE_COMMENT": "string", + "COLUMN_COMMENT": "string", + } + ) + response = ( + self.connection.sql(sql, schema=schema) + .to_pandas() + .to_dict(orient="records") + ) + + unique_tables = {} + for row in response: + # Use uppercase keys that match the provided schema. + schema_table = self._format_compact_table_name( + row["TABLE_SCHEMA"], row["TABLE_NAME"] + ) + if schema_table not in unique_tables: + unique_tables[schema_table] = Table( + name=schema_table, + description=row["TABLE_COMMENT"], + columns=[], + properties=TableProperties( + schema=row["TABLE_SCHEMA"], + catalog="", # Oracle doesn't use catalogs. + table=row["TABLE_NAME"], + ), + primaryKey="", + ) + + unique_tables[schema_table].columns.append( + Column( + name=row["COLUMN_NAME"], + type=self._transform_column_type(row["DATA_TYPE"]), + notNull=row["IS_NULLABLE"] == "N", + description=row["COLUMN_COMMENT"], + properties=None, + ) + ) + # If the row indicates a primary key, set it. + if row.get("IS_PK", "NO") == "YES": + unique_tables[schema_table].primaryKey = row["COLUMN_NAME"] + + return list(unique_tables.values()) + + def get_constraints(self) -> list[Constraint]: + sql = """ + SELECT + a.owner as table_schema, + a.table_name as table_name, + a.column_name as column_name, + a_pk.owner as referenced_table_schema, + a_pk.table_name as referenced_table_name, + a_pk.column_name as referenced_column_name + FROM + dba_cons_columns a + JOIN + dba_constraints c + ON a.owner = c.owner + AND a.constraint_name = c.constraint_name + JOIN + dba_constraints c_pk + ON c.r_owner = c_pk.owner + AND c.r_constraint_name = c_pk.constraint_name + JOIN + dba_cons_columns a_pk + ON c_pk.owner = a_pk.owner + AND c_pk.constraint_name = a_pk.constraint_name + WHERE + c.constraint_type = 'R' + ORDER BY + a.owner, + a.table_name, + a.column_name + """ + # For this query, we rely on the SQL aliases as defined (lowercase) + res = self.connection.sql(sql).to_pandas().to_dict(orient="records") + constraints = [] + for row in res: + constraints.append( + Constraint( + constraintName=self._format_constraint_name( + row["table_name"], + row["column_name"], + row["referenced_table_name"], + row["referenced_column_name"], + ), + constraintTable=self._format_compact_table_name( + row["table_schema"], row["table_name"] + ), + constraintColumn=row["column_name"], + constraintedTable=self._format_compact_table_name( + row["referenced_table_schema"], row["referenced_table_name"] + ), + constraintedColumn=row["referenced_column_name"], + constraintType=ConstraintType.FOREIGN_KEY, + ) + ) + return constraints + + def get_version(self) -> str: + return ( + self.connection.sql("SELECT version FROM v$instance").to_pandas().iloc[0, 0] + ) + + def _format_compact_table_name(self, schema: str, table: str): + return f"{schema}.{table}" + + def _format_constraint_name( + self, table_name, column_name, referenced_table_name, referenced_column_name + ): + return f"{table_name}_{column_name}_{referenced_table_name}_{referenced_column_name}" + + def _transform_column_type(self, data_type): + switcher = { + "CHAR": RustWrenEngineColumnType.CHAR, + "NCHAR": RustWrenEngineColumnType.CHAR, + "VARCHAR2": RustWrenEngineColumnType.VARCHAR, + "NVARCHAR2": RustWrenEngineColumnType.VARCHAR, + "CLOB": RustWrenEngineColumnType.TEXT, + "NCLOB": RustWrenEngineColumnType.TEXT, + "NUMBER": RustWrenEngineColumnType.DECIMAL, + "FLOAT": RustWrenEngineColumnType.FLOAT8, + "BINARY_FLOAT": RustWrenEngineColumnType.FLOAT8, + "BINARY_DOUBLE": RustWrenEngineColumnType.DOUBLE, + "DATE": RustWrenEngineColumnType.TIMESTAMP, # Oracle DATE includes time. + "TIMESTAMP": RustWrenEngineColumnType.TIMESTAMP, + "TIMESTAMP WITH TIME ZONE": RustWrenEngineColumnType.TIMESTAMPTZ, + "TIMESTAMP WITH LOCAL TIME ZONE": RustWrenEngineColumnType.TIMESTAMPTZ, + "INTERVAL YEAR TO MONTH": RustWrenEngineColumnType.INTERVAL, + "INTERVAL DAY TO SECOND": RustWrenEngineColumnType.INTERVAL, + "BLOB": RustWrenEngineColumnType.BYTEA, + "BFILE": RustWrenEngineColumnType.BYTEA, + "RAW": RustWrenEngineColumnType.BYTEA, + "LONG RAW": RustWrenEngineColumnType.BYTEA, + "ROWID": RustWrenEngineColumnType.CHAR, + "UROWID": RustWrenEngineColumnType.CHAR, + "JSON": RustWrenEngineColumnType.JSON, + "OSON": RustWrenEngineColumnType.JSON, + "VARCHAR2 WITH JSON": RustWrenEngineColumnType.JSON, + "BLOB WITH JSON": RustWrenEngineColumnType.JSON, + "CLOB WITH JSON": RustWrenEngineColumnType.JSON, + } + return switcher.get(data_type.upper(), RustWrenEngineColumnType.UNKNOWN) diff --git a/ibis-server/tests/routers/v2/connector/test_oracle.py b/ibis-server/tests/routers/v2/connector/test_oracle.py index a70b76e39..c97308997 100644 --- a/ibis-server/tests/routers/v2/connector/test_oracle.py +++ b/ibis-server/tests/routers/v2/connector/test_oracle.py @@ -335,7 +335,18 @@ async def test_validate_rule_column_is_valid_without_one_parameter( assert response.text == "Missing required parameter: `modelName`" -# test_metadata_list_tables +async def test_metadata_list_tables(client, oracle: OracleDbContainer): + connection_info = _to_connection_info(oracle) + response = await client.post( + url=f"{base_url}/metadata/tables", + json={"connectionInfo": connection_info}, + ) + assert response.status_code == 200 + # result = next(filter(lambda x: x["name"] == "system.orders", response.json())) + # assert result["name"] == "system.orders" + # assert result["primaryKey"] is not None + # assert result["description"] == "This is a table comment" + # test_metadata_list_constraints From d73a3d4e826dd4bdd9443e0fb8e22ca889cebf6f Mon Sep 17 00:00:00 2001 From: DouEnergy Date: Mon, 24 Feb 2025 08:04:06 +0800 Subject: [PATCH 06/12] more metadata test --- .../tests/routers/v2/connector/test_oracle.py | 27 ++++++++++++++++--- 1 file changed, 23 insertions(+), 4 deletions(-) diff --git a/ibis-server/tests/routers/v2/connector/test_oracle.py b/ibis-server/tests/routers/v2/connector/test_oracle.py index c97308997..ab55b5e4e 100644 --- a/ibis-server/tests/routers/v2/connector/test_oracle.py +++ b/ibis-server/tests/routers/v2/connector/test_oracle.py @@ -342,10 +342,29 @@ async def test_metadata_list_tables(client, oracle: OracleDbContainer): json={"connectionInfo": connection_info}, ) assert response.status_code == 200 - # result = next(filter(lambda x: x["name"] == "system.orders", response.json())) - # assert result["name"] == "system.orders" - # assert result["primaryKey"] is not None - # assert result["description"] == "This is a table comment" + + result = response.json() + # Use case-insensitive filtering since Oracle returns "SYSTEM.ORDERS" + result = next(filter(lambda x: x["name"].lower() == "system.orders", result)) + + assert result["name"].lower() == "system.orders" + assert result["primaryKey"] is not None + assert result["description"] == "This is a table comment" + assert result["properties"] == { + "catalog": "", + "schema": "SYSTEM", + "table": "ORDERS", + "path": None, + } + assert len(result["columns"]) == 9 + assert result["columns"][8] == { + "name": "O_COMMENT", + "nestedColumns": None, + "type": "TEXT", + "notNull": False, + "description": "This is a comment", + "properties": None, + } # test_metadata_list_constraints From baa1f15e53b7671f6e531e96246e06aaaf134dae Mon Sep 17 00:00:00 2001 From: DouEnergy Date: Mon, 24 Feb 2025 08:25:19 +0800 Subject: [PATCH 07/12] pass all oracle test --- ibis-server/app/model/metadata/oracle.py | 24 ++++++++++++++++--- .../tests/routers/v2/connector/test_oracle.py | 18 ++++++++++++-- 2 files changed, 37 insertions(+), 5 deletions(-) diff --git a/ibis-server/app/model/metadata/oracle.py b/ibis-server/app/model/metadata/oracle.py index 59b0fc572..bdd308d04 100644 --- a/ibis-server/app/model/metadata/oracle.py +++ b/ibis-server/app/model/metadata/oracle.py @@ -105,6 +105,17 @@ def get_table_list(self) -> list[Table]: return list(unique_tables.values()) def get_constraints(self) -> list[Constraint]: + schema = ibis.schema( + { + "table_schema": "string", + "table_name": "string", + "column_name": "string", + "referenced_table_schema": "string", + "referenced_table_name": "string", + "referenced_column_name": "string", + } + ) + sql = """ SELECT a.owner as table_schema, @@ -134,8 +145,12 @@ def get_constraints(self) -> list[Constraint]: a.table_name, a.column_name """ - # For this query, we rely on the SQL aliases as defined (lowercase) - res = self.connection.sql(sql).to_pandas().to_dict(orient="records") + res = ( + self.connection.sql(sql, schema=schema) + .to_pandas() + .to_dict(orient="records") + ) + constraints = [] for row in res: constraints.append( @@ -160,8 +175,11 @@ def get_constraints(self) -> list[Constraint]: return constraints def get_version(self) -> str: + schema = ibis.schema({"VERSION": "string"}) return ( - self.connection.sql("SELECT version FROM v$instance").to_pandas().iloc[0, 0] + self.connection.sql("SELECT version FROM v$instance", schema=schema) + .to_pandas() + .iloc[0, 0] ) def _format_compact_table_name(self, schema: str, table: str): diff --git a/ibis-server/tests/routers/v2/connector/test_oracle.py b/ibis-server/tests/routers/v2/connector/test_oracle.py index ab55b5e4e..c92a208e5 100644 --- a/ibis-server/tests/routers/v2/connector/test_oracle.py +++ b/ibis-server/tests/routers/v2/connector/test_oracle.py @@ -367,9 +367,23 @@ async def test_metadata_list_tables(client, oracle: OracleDbContainer): } -# test_metadata_list_constraints +async def test_metadata_list_constraints(client, oracle: OracleDbContainer): + connection_info = _to_connection_info(oracle) + response = await client.post( + url=f"{base_url}/metadata/constraints", + json={"connectionInfo": connection_info}, + ) + assert response.status_code == 200 + -# test_metadata_db_version +async def test_metadata_db_version(client, oracle: OracleDbContainer): + connection_info = _to_connection_info(oracle) + response = await client.post( + url=f"{base_url}/metadata/version", + json={"connectionInfo": connection_info}, + ) + assert response.status_code == 200 + assert "23.0" in response.text def _to_connection_info(oracle: OracleDbContainer): From 6e484da94720e91fe0590c6c74d7883cea123fe8 Mon Sep 17 00:00:00 2001 From: DouEnergy Date: Mon, 24 Feb 2025 10:18:20 +0800 Subject: [PATCH 08/12] update poetry.lcok --- ibis-server/poetry.lock | 212 ++++++++++++++++++++++++++++++++++++++-- 1 file changed, 204 insertions(+), 8 deletions(-) diff --git a/ibis-server/poetry.lock b/ibis-server/poetry.lock index 537c66b48..5c079a71e 100644 --- a/ibis-server/poetry.lock +++ b/ibis-server/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 1.8.5 and should not be changed by hand. +# This file is automatically @generated by Poetry 2.0.1 and should not be changed by hand. [[package]] name = "aiohappyeyeballs" @@ -6,6 +6,8 @@ version = "2.4.6" description = "Happy Eyeballs for asyncio" optional = false python-versions = ">=3.9" +groups = ["main"] +markers = "python_version <= \"3.11\"" files = [ {file = "aiohappyeyeballs-2.4.6-py3-none-any.whl", hash = "sha256:147ec992cf873d74f5062644332c539fcd42956dc69453fe5204195e560517e1"}, {file = "aiohappyeyeballs-2.4.6.tar.gz", hash = "sha256:9b05052f9042985d32ecbe4b59a77ae19c006a78f1344d7fdad69d28ded3d0b0"}, @@ -17,6 +19,8 @@ version = "3.11.12" description = "Async http client/server framework (asyncio)" optional = false python-versions = ">=3.9" +groups = ["main"] +markers = "python_version <= \"3.11\"" files = [ {file = "aiohttp-3.11.12-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:aa8a8caca81c0a3e765f19c6953416c58e2f4cc1b84829af01dd1c771bb2f91f"}, {file = "aiohttp-3.11.12-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:84ede78acde96ca57f6cf8ccb8a13fbaf569f6011b9a52f870c662d4dc8cd854"}, @@ -119,6 +123,8 @@ version = "1.3.2" description = "aiosignal: a list of registered asynchronous callbacks" optional = false python-versions = ">=3.9" +groups = ["main"] +markers = "python_version <= \"3.11\"" files = [ {file = "aiosignal-1.3.2-py2.py3-none-any.whl", hash = "sha256:45cde58e409a301715980c2b01d0c28bdde3770d8290b5eb2173759d9acb31a5"}, {file = "aiosignal-1.3.2.tar.gz", hash = "sha256:a8c255c66fafb1e499c9351d0bf32ff2d8a0321595ebac3b93713656d2436f54"}, @@ -133,6 +139,7 @@ version = "0.7.0" description = "Reusable constraint types to use with typing.Annotated" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "annotated_types-0.7.0-py3-none-any.whl", hash = "sha256:1f02e8b43a8fbbc3f3e0d4f0f4bfc8131bcb4eebe8849b8e5c773f3a1c582a53"}, {file = "annotated_types-0.7.0.tar.gz", hash = "sha256:aff07c09a53a08bc8cfccb9c85b05f1aa9a2a6f23728d790723543408344ce89"}, @@ -144,6 +151,7 @@ version = "4.8.0" description = "High level compatibility layer for multiple asynchronous event loop implementations" optional = false python-versions = ">=3.9" +groups = ["main"] files = [ {file = "anyio-4.8.0-py3-none-any.whl", hash = "sha256:b5011f270ab5eb0abf13385f851315585cc37ef330dd88e27ec3d34d651fd47a"}, {file = "anyio-4.8.0.tar.gz", hash = "sha256:1d9fe889df5212298c0c0723fa20479d1b94883a2df44bd3897aa91083316f7a"}, @@ -165,6 +173,7 @@ version = "23.1.0" description = "Argon2 for Python" optional = false python-versions = ">=3.7" +groups = ["dev"] files = [ {file = "argon2_cffi-23.1.0-py3-none-any.whl", hash = "sha256:c670642b78ba29641818ab2e68bd4e6a78ba53b7eff7b4c3815ae16abf91c7ea"}, {file = "argon2_cffi-23.1.0.tar.gz", hash = "sha256:879c3e79a2729ce768ebb7d36d4609e3a78a4ca2ec3a9f12286ca057e3d0db08"}, @@ -185,6 +194,7 @@ version = "21.2.0" description = "Low-level CFFI bindings for Argon2" optional = false python-versions = ">=3.6" +groups = ["dev"] files = [ {file = "argon2-cffi-bindings-21.2.0.tar.gz", hash = "sha256:bb89ceffa6c791807d1305ceb77dbfacc5aa499891d2c55661c6459651fc39e3"}, {file = "argon2_cffi_bindings-21.2.0-cp36-abi3-macosx_10_9_x86_64.whl", hash = "sha256:ccb949252cb2ab3a08c02024acb77cfb179492d5701c7cbdbfd776124d4d2367"}, @@ -222,6 +232,7 @@ version = "4.3.4" description = "Middleware correlating project logs to individual requests" optional = false python-versions = "<4.0,>=3.8" +groups = ["main"] files = [ {file = "asgi_correlation_id-4.3.4-py3-none-any.whl", hash = "sha256:36ce69b06c7d96b4acb89c7556a4c4f01a972463d3d49c675026cbbd08e9a0a2"}, {file = "asgi_correlation_id-4.3.4.tar.gz", hash = "sha256:ea6bc310380373cb9f731dc2e8b2b6fb978a76afe33f7a2384f697b8d6cd811d"}, @@ -240,6 +251,7 @@ version = "2.1.0" description = "Programmatic startup/shutdown of ASGI apps." optional = false python-versions = ">=3.7" +groups = ["dev"] files = [ {file = "asgi-lifespan-2.1.0.tar.gz", hash = "sha256:5e2effaf0bfe39829cf2d64e7ecc47c7d86d676a6599f7afba378c31f5e3a308"}, {file = "asgi_lifespan-2.1.0-py3-none-any.whl", hash = "sha256:ed840706680e28428c01e14afb3875d7d76d3206f3d5b2f2294e059b5c23804f"}, @@ -254,6 +266,7 @@ version = "1.5.1" description = "Fast ASN.1 parser and serializer with definitions for private keys, public keys, certificates, CRL, OCSP, CMS, PKCS#3, PKCS#7, PKCS#8, PKCS#12, PKCS#5, X.509 and TSP" optional = false python-versions = "*" +groups = ["main"] files = [ {file = "asn1crypto-1.5.1-py2.py3-none-any.whl", hash = "sha256:db4e40728b728508912cbb3d44f19ce188f218e9eba635821bb4b68564f8fd67"}, {file = "asn1crypto-1.5.1.tar.gz", hash = "sha256:13ae38502be632115abf8a24cbe5f4da52e3b5231990aff31123c805306ccb9c"}, @@ -265,6 +278,7 @@ version = "5.1" description = "Keep all y'all's __all__'s in sync" optional = false python-versions = ">=3.9" +groups = ["main"] files = [ {file = "atpublic-5.1-py3-none-any.whl", hash = "sha256:135783dbd887fbddb6ef032d104da70c124f2b44b9e2d79df07b9da5334825e3"}, {file = "atpublic-5.1.tar.gz", hash = "sha256:abc1f4b3dbdd841cc3539e4b5e4f3ad41d658359de704e30cb36da4d4e9d3022"}, @@ -276,6 +290,8 @@ version = "25.1.0" description = "Classes Without Boilerplate" optional = false python-versions = ">=3.8" +groups = ["main"] +markers = "python_version <= \"3.11\"" files = [ {file = "attrs-25.1.0-py3-none-any.whl", hash = "sha256:c75a69e28a550a7e93789579c22aa26b0f5b83b75dc4e08fe092980051e1090a"}, {file = "attrs-25.1.0.tar.gz", hash = "sha256:1c97078a80c814273a76b2a298a932eb681c87415c11dee0a6921de7f1b02c3e"}, @@ -295,6 +311,7 @@ version = "2.2.1" description = "Function decoration for backoff and retry" optional = false python-versions = ">=3.7,<4.0" +groups = ["main"] files = [ {file = "backoff-2.2.1-py3-none-any.whl", hash = "sha256:63579f9a0628e06278f7e47b7d7d5b6ce20dc65c5e96a6f3ca99a6adca0396e8"}, {file = "backoff-2.2.1.tar.gz", hash = "sha256:03f829f5bb1923180821643f8753b0502c3b682293992485b0eef2807afa5cba"}, @@ -306,6 +323,7 @@ version = "5.5.1" description = "Extensible memoizing collections and decorators" optional = false python-versions = ">=3.7" +groups = ["main"] files = [ {file = "cachetools-5.5.1-py3-none-any.whl", hash = "sha256:b76651fdc3b24ead3c648bbdeeb940c1b04d365b38b4af66788f9ec4a81d42bb"}, {file = "cachetools-5.5.1.tar.gz", hash = "sha256:70f238fbba50383ef62e55c6aff6d9673175fe59f7c6782c7a0b9e38f4a9df95"}, @@ -317,6 +335,7 @@ version = "2025.1.31" description = "Python package for providing Mozilla's CA Bundle." optional = false python-versions = ">=3.6" +groups = ["main", "dev"] files = [ {file = "certifi-2025.1.31-py3-none-any.whl", hash = "sha256:ca78db4565a652026a4db2bcdf68f2fb589ea80d0be70e03929ed730746b84fe"}, {file = "certifi-2025.1.31.tar.gz", hash = "sha256:3d5da6925056f6f18f119200434a4780a94263f10d1c21d032a6f6b2baa20651"}, @@ -328,6 +347,7 @@ version = "1.17.1" description = "Foreign Function Interface for Python calling C code." optional = false python-versions = ">=3.8" +groups = ["main", "dev"] files = [ {file = 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Open, modern and actively maintained alternative to Chardet." optional = false python-versions = ">=3.7" +groups = ["main", "dev"] files = [ {file = "charset_normalizer-3.4.1-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:91b36a978b5ae0ee86c394f5a54d6ef44db1de0815eb43de826d41d21e4af3de"}, {file = "charset_normalizer-3.4.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:7461baadb4dc00fd9e0acbe254e3d7d2112e7f92ced2adc96e54ef6501c5f176"}, @@ -519,6 +541,7 @@ version = "8.1.8" description = "Composable command line interface toolkit" optional = false python-versions = ">=3.7" +groups = ["main"] files = [ {file = "click-8.1.8-py3-none-any.whl", hash = "sha256:63c132bbbed01578a06712a2d1f497bb62d9c1c0d329b7903a866228027263b2"}, {file = "click-8.1.8.tar.gz", hash = "sha256:ed53c9d8990d83c2a27deae68e4ee337473f6330c040a31d4225c9574d16096a"}, @@ -533,6 +556,7 @@ version = "0.8.15" description = "ClickHouse Database Core Driver for Python, Pandas, and Superset" optional = false python-versions = "~=3.8" +groups = ["main", "dev"] files = [ {file = "clickhouse_connect-0.8.15-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:39e3af03754e0c81585f8cc339d43bb79541cd478f751b451111d3e7636dcd3e"}, {file = "clickhouse_connect-0.8.15-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:0f12ec3fbaf8a0686d68f7d4dd986c4039db548599aa3b17fa216722dfe64257"}, @@ -632,6 +656,7 @@ version = "0.2.9" description = "Python driver with native interface for ClickHouse" optional = false python-versions = "<4,>=3.7" +groups = ["dev"] files = [ {file = "clickhouse-driver-0.2.9.tar.gz", hash = "sha256:050ea4870ead993910b39e7fae965dc1c347b2e8191dcd977cd4b385f9e19f87"}, {file = "clickhouse_driver-0.2.9-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:6ce04e9d0d0f39561f312d1ac1a8147bc9206e4267e1a23e20e0423ebac95534"}, @@ -754,10 +779,12 @@ version = "0.4.6" description = "Cross-platform colored terminal text." optional = false python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7" +groups = ["main", "dev"] files = [ {file = "colorama-0.4.6-py2.py3-none-any.whl", hash = "sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6"}, {file = "colorama-0.4.6.tar.gz", hash = "sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44"}, ] +markers = {main = "platform_system == \"Windows\" or sys_platform == \"win32\"", dev = "sys_platform == \"win32\""} [[package]] name = "cryptography" @@ -765,6 +792,7 @@ version = "44.0.1" description = "cryptography is a package which provides cryptographic recipes and primitives to Python developers." optional = false python-versions = "!=3.9.0,!=3.9.1,>=3.7" +groups = ["main", "dev"] files = [ {file = "cryptography-44.0.1-cp37-abi3-macosx_10_9_universal2.whl", hash = "sha256:bf688f615c29bfe9dfc44312ca470989279f0e94bb9f631f85e3459af8efc009"}, {file = "cryptography-44.0.1-cp37-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = 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+groups = ["main"] files = [ {file = "dnspython-2.7.0-py3-none-any.whl", hash = "sha256:b4c34b7d10b51bcc3a5071e7b8dee77939f1e878477eeecc965e9835f63c6c86"}, {file = "dnspython-2.7.0.tar.gz", hash = "sha256:ce9c432eda0dc91cf618a5cedf1a4e142651196bbcd2c80e89ed5a907e5cfaf1"}, @@ -866,6 +897,7 @@ version = "7.1.0" description = "A Python library for the Docker Engine API." optional = false python-versions = ">=3.8" +groups = ["dev"] files = [ {file = "docker-7.1.0-py3-none-any.whl", hash = "sha256:c96b93b7f0a746f9e77d325bcfb87422a3d8bd4f03136ae8a85b37f1898d5fc0"}, {file = "docker-7.1.0.tar.gz", hash = "sha256:ad8c70e6e3f8926cb8a92619b832b4ea5299e2831c14284663184e200546fa6c"}, @@ -888,6 +920,7 @@ version = "1.1.3" description = "DuckDB in-process database" optional = false python-versions = ">=3.7.0" +groups = ["main"] files = [ {file = "duckdb-1.1.3-cp310-cp310-macosx_12_0_arm64.whl", hash = "sha256:1c0226dc43e2ee4cc3a5a4672fddb2d76fd2cf2694443f395c02dd1bea0b7fce"}, {file = 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"sha256:0ce9111231720190473e222cdf0f07f7206ad7e53ea02beb1d2dc36e2f0741e9"}, @@ -990,6 +1025,7 @@ version = "0.0.7" description = "Run and manage FastAPI apps from the command line with FastAPI CLI. 🚀" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "fastapi_cli-0.0.7-py3-none-any.whl", hash = "sha256:d549368ff584b2804336c61f192d86ddea080c11255f375959627911944804f4"}, {file = "fastapi_cli-0.0.7.tar.gz", hash = "sha256:02b3b65956f526412515907a0793c9094abd4bfb5457b389f645b0ea6ba3605e"}, @@ -1009,6 +1045,7 @@ version = "3.17.0" description = "A platform independent file lock." optional = false python-versions = ">=3.9" +groups = ["main", "dev"] files = [ {file = "filelock-3.17.0-py3-none-any.whl", hash = "sha256:533dc2f7ba78dc2f0f531fc6c4940addf7b70a481e269a5a3b93be94ffbe8338"}, {file = "filelock-3.17.0.tar.gz", hash = "sha256:ee4e77401ef576ebb38cd7f13b9b28893194acc20a8e68e18730ba9c0e54660e"}, @@ -1025,6 +1062,8 @@ version = "1.5.0" description = "A list-like structure which implements collections.abc.MutableSequence" optional = false python-versions = ">=3.8" +groups = ["main"] +markers = "python_version <= \"3.11\"" files = [ {file = "frozenlist-1.5.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:5b6a66c18b5b9dd261ca98dffcb826a525334b2f29e7caa54e182255c5f6a65a"}, {file = "frozenlist-1.5.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:d1b3eb7b05ea246510b43a7e53ed1653e55c2121019a97e60cad7efb881a97bb"}, @@ -1126,6 +1165,7 @@ version = "2.24.1" description = "Google API client core library" optional = false python-versions = ">=3.7" +groups = ["main"] files = [ {file = "google_api_core-2.24.1-py3-none-any.whl", hash = "sha256:bc78d608f5a5bf853b80bd70a795f703294de656c096c0968320830a4bc280f1"}, {file = "google_api_core-2.24.1.tar.gz", hash = "sha256:f8b36f5456ab0dd99a1b693a40a31d1e7757beea380ad1b38faaf8941eae9d8a"}, @@ -1152,6 +1192,7 @@ version = "2.38.0" description = "Google Authentication Library" optional = false python-versions = ">=3.7" +groups = ["main"] files = [ {file = "google_auth-2.38.0-py2.py3-none-any.whl", hash = "sha256:e7dae6694313f434a2727bf2906f27ad259bae090d7aa896590d86feec3d9d4a"}, {file = "google_auth-2.38.0.tar.gz", hash = "sha256:8285113607d3b80a3f1543b75962447ba8a09fe85783432a784fdeef6ac094c4"}, @@ -1176,6 +1217,7 @@ version = "1.2.1" description = "Google Authentication Library" optional = false python-versions = ">=3.6" +groups = ["main"] files = [ {file = "google_auth_oauthlib-1.2.1-py2.py3-none-any.whl", hash = "sha256:2d58a27262d55aa1b87678c3ba7142a080098cbc2024f903c62355deb235d91f"}, {file = "google_auth_oauthlib-1.2.1.tar.gz", hash = "sha256:afd0cad092a2eaa53cd8e8298557d6de1034c6cb4a740500b5357b648af97263"}, @@ -1194,6 +1236,7 @@ version = "3.29.0" description = "Google BigQuery API client library" optional = false python-versions = ">=3.7" +groups = ["main"] files = [ {file = "google_cloud_bigquery-3.29.0-py2.py3-none-any.whl", hash = "sha256:5453a4eabe50118254eda9778f3d7dad413490de5f7046b5e66c98f5a1580308"}, {file = "google_cloud_bigquery-3.29.0.tar.gz", hash = "sha256:fafc2b455ffce3bcc6ce0e884184ef50b6a11350a83b91e327fadda4d5566e72"}, @@ -1225,6 +1268,7 @@ version = "2.28.0" description = "Google Cloud Bigquery Storage API client library" optional = false python-versions = ">=3.7" +groups = ["main"] files = [ {file = "google_cloud_bigquery_storage-2.28.0-py2.py3-none-any.whl", hash = "sha256:7f4a42e614b6173f6d7da75eda3913aa03f74854d3e5e9b1ab462c8468d4deed"}, {file = "google_cloud_bigquery_storage-2.28.0.tar.gz", hash = "sha256:310c2dcc7d0a03b8e3b30ee90f34daf0bdefdb198c51a7f38db45904704f131c"}, @@ -1247,6 +1291,7 @@ version = "2.4.1" description = "Google Cloud API client core library" optional = false python-versions = ">=3.7" +groups = ["main"] files = [ {file = "google-cloud-core-2.4.1.tar.gz", hash = "sha256:9b7749272a812bde58fff28868d0c5e2f585b82f37e09a1f6ed2d4d10f134073"}, {file = 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port of GraphQL.js, the JavaScript reference implementation for GraphQL." optional = false python-versions = "<4,>=3.6" +groups = ["main"] files = [ {file = "graphql_core-3.2.6-py3-none-any.whl", hash = "sha256:78b016718c161a6fb20a7d97bbf107f331cd1afe53e45566c59f776ed7f0b45f"}, {file = "graphql_core-3.2.6.tar.gz", hash = "sha256:c08eec22f9e40f0bd61d805907e3b3b1b9a320bc606e23dc145eebca07c8fbab"}, @@ -1379,6 +1429,8 @@ version = "3.1.1" description = "Lightweight in-process concurrent programming" optional = false python-versions = ">=3.7" +groups = ["dev"] +markers = "platform_machine == \"aarch64\" or platform_machine == \"ppc64le\" or platform_machine == \"x86_64\" or platform_machine == \"amd64\" or platform_machine == \"AMD64\" or platform_machine == \"win32\" or platform_machine == \"WIN32\"" files = [ {file = "greenlet-3.1.1-cp310-cp310-macosx_11_0_universal2.whl", hash = "sha256:0bbae94a29c9e5c7e4a2b7f0aae5c17e8e90acbfd3bf6270eeba60c39fce3563"}, {file = 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protocol utils." optional = false python-versions = ">=3.8.0" +groups = ["main"] files = [ {file = "httptools-0.6.4-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:3c73ce323711a6ffb0d247dcd5a550b8babf0f757e86a52558fe5b86d6fefcc0"}, {file = "httptools-0.6.4-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:345c288418f0944a6fe67be8e6afa9262b18c7626c3ef3c28adc5eabc06a68da"}, @@ -1635,6 +1692,7 @@ version = "0.28.1" description = "The next generation HTTP client." optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "httpx-0.28.1-py3-none-any.whl", hash = "sha256:d909fcccc110f8c7faf814ca82a9a4d816bc5a6dbfea25d6591d6985b8ba59ad"}, {file = "httpx-0.28.1.tar.gz", hash = "sha256:75e98c5f16b0f35b567856f597f06ff2270a374470a5c2392242528e3e3e42fc"}, @@ -1659,6 +1717,7 @@ version = "10.0.0" description = "The portable Python dataframe library" optional = false python-versions = ">=3.10" +groups = ["main"] files = [ {file = 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(new Cython-based version)" optional = false python-versions = "*" +groups = ["dev"] files = [ {file = "pymssql-2.3.2-cp310-cp310-macosx_13_0_x86_64.whl", hash = "sha256:73fac766b448613d7ae26e6b304b2cb8a7ffebccaa373633bad3b3cbcc829935"}, {file = "pymssql-2.3.2-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:eb629b5fb0376fbf39d575cf1365e504b84877b19f9e8d53caa5228fed56894a"}, @@ -3075,6 +3223,7 @@ version = "1.1.1" description = "Pure Python MySQL Driver" optional = false python-versions = ">=3.7" +groups = ["dev"] files = [ {file = "PyMySQL-1.1.1-py3-none-any.whl", hash = "sha256:4de15da4c61dc132f4fb9ab763063e693d521a80fd0e87943b9a453dd4c19d6c"}, {file = "pymysql-1.1.1.tar.gz", hash = "sha256:e127611aaf2b417403c60bf4dc570124aeb4a57f5f37b8e95ae399a42f904cd0"}, @@ -3093,6 +3242,7 @@ version = "5.2.0" description = "DB API module for ODBC" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "pyodbc-5.2.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:eb0850e3e3782f57457feed297e220bb20c3e8fd7550d7a6b6bb96112bd9b6fe"}, {file = "pyodbc-5.2.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:0dae0fb86078c87acf135dbe5afd3c7d15d52ab0db5965c44159e84058c3e2fb"}, @@ -3139,6 +3289,7 @@ version = "24.3.0" description = "Python wrapper module around the OpenSSL library" optional = false python-versions = ">=3.7" +groups = ["main"] files = [ {file = "pyOpenSSL-24.3.0-py3-none-any.whl", hash = "sha256:e474f5a473cd7f92221cc04976e48f4d11502804657a08a989fb3be5514c904a"}, {file = "pyopenssl-24.3.0.tar.gz", hash = "sha256:49f7a019577d834746bc55c5fce6ecbcec0f2b4ec5ce1cf43a9a173b8138bb36"}, @@ -3157,6 +3308,7 @@ version = "8.3.4" description = "pytest: simple powerful testing with Python" optional = false python-versions = ">=3.8" +groups = ["dev"] files = [ {file = "pytest-8.3.4-py3-none-any.whl", hash = "sha256:50e16d954148559c9a74109af1eaf0c945ba2d8f30f0a3d3335edde19788b6f6"}, {file = "pytest-8.3.4.tar.gz", hash = "sha256:965370d062bce11e73868e0335abac31b4d3de0e82f4007408d242b4f8610761"}, @@ -3177,6 +3329,7 @@ version = "2.9.0.post0" description = "Extensions to the standard Python datetime module" optional = false python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7" +groups = ["main", "dev"] files = [ {file = "python-dateutil-2.9.0.post0.tar.gz", hash = "sha256:37dd54208da7e1cd875388217d5e00ebd4179249f90fb72437e91a35459a0ad3"}, {file = "python_dateutil-2.9.0.post0-py2.py3-none-any.whl", hash = "sha256:a8b2bc7bffae282281c8140a97d3aa9c14da0b136dfe83f850eea9a5f7470427"}, @@ -3191,6 +3344,7 @@ version = "1.0.1" description = "Read key-value pairs from a .env file and set them as environment variables" optional = false python-versions = ">=3.8" +groups = ["main", "dev"] files = [ {file = "python-dotenv-1.0.1.tar.gz", hash = "sha256:e324ee90a023d808f1959c46bcbc04446a10ced277783dc6ee09987c37ec10ca"}, {file = "python_dotenv-1.0.1-py3-none-any.whl", hash = "sha256:f7b63ef50f1b690dddf550d03497b66d609393b40b564ed0d674909a68ebf16a"}, @@ -3205,6 +3359,7 @@ version = "0.0.20" description = "A streaming multipart parser for Python" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "python_multipart-0.0.20-py3-none-any.whl", hash = "sha256:8a62d3a8335e06589fe01f2a3e178cdcc632f3fbe0d492ad9ee0ec35aab1f104"}, {file = "python_multipart-0.0.20.tar.gz", hash = "sha256:8dd0cab45b8e23064ae09147625994d090fa46f5b0d1e13af944c331a7fa9d13"}, @@ -3216,6 +3371,7 @@ version = "2025.1" description = "World timezone definitions, modern and historical" optional = false python-versions = "*" +groups = ["main", "dev"] files = [ {file = "pytz-2025.1-py2.py3-none-any.whl", hash = "sha256:89dd22dca55b46eac6eda23b2d72721bf1bdfef212645d81513ef5d03038de57"}, {file = "pytz-2025.1.tar.gz", hash = "sha256:c2db42be2a2518b28e65f9207c4d05e6ff547d1efa4086469ef855e4ab70178e"}, @@ -3227,6 +3383,8 @@ version = "308" description = "Python for Window Extensions" optional = false python-versions = "*" +groups = ["dev"] +markers = "sys_platform == \"win32\"" files = [ {file = "pywin32-308-cp310-cp310-win32.whl", hash = "sha256:796ff4426437896550d2981b9c2ac0ffd75238ad9ea2d3bfa67a1abd546d262e"}, {file = "pywin32-308-cp310-cp310-win_amd64.whl", hash = "sha256:4fc888c59b3c0bef905ce7eb7e2106a07712015ea1c8234b703a088d46110e8e"}, @@ -3254,6 +3412,7 @@ version = "6.0.2" description = "YAML parser and emitter for Python" optional = false python-versions = ">=3.8" +groups = ["main", "dev"] files = [ {file = "PyYAML-6.0.2-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:0a9a2848a5b7feac301353437eb7d5957887edbf81d56e903999a75a3d743086"}, {file = "PyYAML-6.0.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:29717114e51c84ddfba879543fb232a6ed60086602313ca38cce623c1d62cfbf"}, @@ -3316,6 +3475,7 @@ version = "2.32.3" description = "Python HTTP for Humans." optional = false python-versions = ">=3.8" +groups = ["main", "dev"] files = [ {file = "requests-2.32.3-py3-none-any.whl", hash = "sha256:70761cfe03c773ceb22aa2f671b4757976145175cdfca038c02654d061d6dcc6"}, {file = "requests-2.32.3.tar.gz", hash = "sha256:55365417734eb18255590a9ff9eb97e9e1da868d4ccd6402399eaf68af20a760"}, @@ -3337,6 +3497,7 @@ version = "2.0.0" description = "OAuthlib authentication support for Requests." optional = false python-versions = ">=3.4" +groups = ["main"] files = [ {file = "requests-oauthlib-2.0.0.tar.gz", hash = "sha256:b3dffaebd884d8cd778494369603a9e7b58d29111bf6b41bdc2dcd87203af4e9"}, {file = "requests_oauthlib-2.0.0-py2.py3-none-any.whl", hash = "sha256:7dd8a5c40426b779b0868c404bdef9768deccf22749cde15852df527e6269b36"}, @@ -3355,6 +3516,7 @@ version = "13.9.4" description = "Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal" optional = false python-versions = ">=3.8.0" +groups = ["main"] files = [ {file = "rich-13.9.4-py3-none-any.whl", hash = "sha256:6049d5e6ec054bf2779ab3358186963bac2ea89175919d699e378b99738c2a90"}, {file = "rich-13.9.4.tar.gz", hash = "sha256:439594978a49a09530cff7ebc4b5c7103ef57baf48d5ea3184f21d9a2befa098"}, @@ -3373,6 +3535,7 @@ version = "0.13.2" description = "Rich toolkit for building command-line applications" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "rich_toolkit-0.13.2-py3-none-any.whl", hash = "sha256:f3f6c583e5283298a2f7dbd3c65aca18b7f818ad96174113ab5bec0b0e35ed61"}, {file = "rich_toolkit-0.13.2.tar.gz", hash = "sha256:fea92557530de7c28f121cbed572ad93d9e0ddc60c3ca643f1b831f2f56b95d3"}, @@ -3389,6 +3552,7 @@ version = "4.9" description = "Pure-Python RSA implementation" optional = false python-versions = ">=3.6,<4" +groups = ["main"] files = [ {file = "rsa-4.9-py3-none-any.whl", hash = "sha256:90260d9058e514786967344d0ef75fa8727eed8a7d2e43ce9f4bcf1b536174f7"}, {file = "rsa-4.9.tar.gz", hash = "sha256:e38464a49c6c85d7f1351b0126661487a7e0a14a50f1675ec50eb34d4f20ef21"}, @@ -3403,6 +3567,7 @@ version = "0.9.4" description = "An extremely fast Python linter and code formatter, written in Rust." optional = false python-versions = ">=3.7" +groups = ["dev"] files = [ {file = "ruff-0.9.4-py3-none-linux_armv6l.whl", hash = "sha256:64e73d25b954f71ff100bb70f39f1ee09e880728efb4250c632ceed4e4cdf706"}, {file = "ruff-0.9.4-py3-none-macosx_10_12_x86_64.whl", hash = "sha256:6ce6743ed64d9afab4fafeaea70d3631b4d4b28b592db21a5c2d1f0ef52934bf"}, @@ -3430,6 +3595,7 @@ version = "75.8.0" description = "Easily download, build, install, upgrade, and uninstall Python packages" optional = false python-versions = ">=3.9" +groups = ["main"] files = [ {file = "setuptools-75.8.0-py3-none-any.whl", hash = "sha256:e3982f444617239225d675215d51f6ba05f845d4eec313da4418fdbb56fb27e3"}, {file = "setuptools-75.8.0.tar.gz", hash = "sha256:c5afc8f407c626b8313a86e10311dd3f661c6cd9c09d4bf8c15c0e11f9f2b0e6"}, @@ -3450,6 +3616,7 @@ version = "1.5.4" description = "Tool to Detect Surrounding Shell" optional = false python-versions = ">=3.7" +groups = ["main"] files = [ {file = "shellingham-1.5.4-py2.py3-none-any.whl", hash = "sha256:7ecfff8f2fd72616f7481040475a65b2bf8af90a56c89140852d1120324e8686"}, {file = "shellingham-1.5.4.tar.gz", hash = "sha256:8dbca0739d487e5bd35ab3ca4b36e11c4078f3a234bfce294b0a0291363404de"}, @@ -3461,6 +3628,7 @@ version = "1.17.0" description = "Python 2 and 3 compatibility utilities" optional = false python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7" +groups = ["main", "dev"] files = [ {file = "six-1.17.0-py2.py3-none-any.whl", hash = "sha256:4721f391ed90541fddacab5acf947aa0d3dc7d27b2e1e8eda2be8970586c3274"}, {file = "six-1.17.0.tar.gz", hash = "sha256:ff70335d468e7eb6ec65b95b99d3a2836546063f63acc5171de367e834932a81"}, @@ -3472,6 +3640,7 @@ version = "1.3.1" description = "Sniff out which async library your code is running under" optional = false python-versions = ">=3.7" +groups = ["main", "dev"] files = [ {file = "sniffio-1.3.1-py3-none-any.whl", hash = "sha256:2f6da418d1f1e0fddd844478f41680e794e6051915791a034ff65e5f100525a2"}, {file = "sniffio-1.3.1.tar.gz", hash = "sha256:f4324edc670a0f49750a81b895f35c3adb843cca46f0530f79fc1babb23789dc"}, @@ -3483,6 +3652,7 @@ version = "3.13.2" description = "Snowflake Connector for Python" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "snowflake_connector_python-3.13.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:c180dec770076409d422cfc25e4077561026316c4f0e17a001bc0a15ffbe9184"}, {file = "snowflake_connector_python-3.13.2-cp310-cp310-macosx_11_0_x86_64.whl", hash = "sha256:f4503e841c9bb22fe7af168a6a4e3a76394d8e0d8731a29ad797273d5e9a62b3"}, @@ -3541,6 +3711,7 @@ version = "2.4.0" description = "Sorted Containers -- Sorted List, Sorted Dict, Sorted Set" optional = false python-versions = "*" +groups = ["main"] files = [ {file = "sortedcontainers-2.4.0-py2.py3-none-any.whl", hash = "sha256:a163dcaede0f1c021485e957a39245190e74249897e2ae4b2aa38595db237ee0"}, {file = "sortedcontainers-2.4.0.tar.gz", hash = "sha256:25caa5a06cc30b6b83d11423433f65d1f9d76c4c6a0c90e3379eaa43b9bfdb88"}, @@ -3552,6 +3723,7 @@ version = "2.0.37" description = "Database Abstraction Library" optional = false python-versions = ">=3.7" +groups = ["dev"] files = [ {file = "SQLAlchemy-2.0.37-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:da36c3b0e891808a7542c5c89f224520b9a16c7f5e4d6a1156955605e54aef0e"}, {file = "SQLAlchemy-2.0.37-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:e7402ff96e2b073a98ef6d6142796426d705addd27b9d26c3b32dbaa06d7d069"}, @@ -3647,6 +3819,7 @@ version = "26.3.9" description = "An easily customizable SQL parser and transpiler" optional = false python-versions = ">=3.7" +groups = ["main"] files = [ {file = "sqlglot-26.3.9-py3-none-any.whl", hash = "sha256:476a21c18b099fdb662848aed95e98e12e400684c779f3b0e3ddfb033253c369"}, {file = "sqlglot-26.3.9.tar.gz", hash = "sha256:3c57599604ba5fc90424a97d1e463fc1d25737abcf1621944e05b6be587e4de2"}, @@ -3665,6 +3838,7 @@ version = "0.3.14" description = "An easily customizable SQL parser and transpiler" optional = false python-versions = ">=3.7" +groups = ["main"] files = [ {file = "sqlglotrs-0.3.14-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:5c0a6407b59b899f6fe192b1f0b4af28120ab0e3641c0d630ce0a0243eb50700"}, {file = "sqlglotrs-0.3.14-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:74589ca2069a3de16c02c4b16cd14c4980a73a0de7d4b5c69860566a8e721c06"}, @@ -3745,6 +3919,7 @@ version = "0.45.3" description = "The little ASGI library that shines." optional = false python-versions = ">=3.9" +groups = ["main"] files = [ {file = "starlette-0.45.3-py3-none-any.whl", hash = "sha256:dfb6d332576f136ec740296c7e8bb8c8a7125044e7c6da30744718880cdd059d"}, {file = "starlette-0.45.3.tar.gz", hash = "sha256:2cbcba2a75806f8a41c722141486f37c28e30a0921c5f6fe4346cb0dcee1302f"}, @@ -3762,6 +3937,7 @@ version = "4.9.1" description = "Python library for throwaway instances of anything that can run in a Docker container" optional = false python-versions = "<4.0,>=3.9" +groups = ["dev"] files = [ {file = "testcontainers-4.9.1-py3-none-any.whl", hash = "sha256:315fb94b42a383872df530aa45319745278ef0cc18b9cfcdc231a75d14afa5a0"}, {file = "testcontainers-4.9.1.tar.gz", hash = "sha256:37fe9a222549ddb788463935965b16f91809e9a8d654f437d6a59eac9b77f76f"}, @@ -3821,6 +3997,7 @@ version = "0.13.2" description = "Style preserving TOML library" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "tomlkit-0.13.2-py3-none-any.whl", hash = "sha256:7a974427f6e119197f670fbbbeae7bef749a6c14e793db934baefc1b5f03efde"}, {file = "tomlkit-0.13.2.tar.gz", hash = "sha256:fff5fe59a87295b278abd31bec92c15d9bc4a06885ab12bcea52c71119392e79"}, @@ -3832,6 +4009,7 @@ version = "1.0.0" description = "List processing tools and functional utilities" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "toolz-1.0.0-py3-none-any.whl", hash = "sha256:292c8f1c4e7516bf9086f8850935c799a874039c8bcf959d47b600e4c44a6236"}, {file = "toolz-1.0.0.tar.gz", hash = "sha256:2c86e3d9a04798ac556793bced838816296a2f085017664e4995cb40a1047a02"}, @@ -3843,6 +4021,7 @@ version = "0.333.0" description = "Client for the Trino distributed SQL Engine" optional = false python-versions = ">=3.9" +groups = ["main", "dev"] files = [ {file = "trino-0.333.0-py3-none-any.whl", hash = "sha256:9954e59e32c5d562e1def5307d466a6cdd986b3c9ac6979d07d4fe023968da6b"}, {file = "trino-0.333.0.tar.gz", hash = "sha256:f301f54900182fa8f07de9198a3f0cdfb68216db0c61558d324bf42f1582fe45"}, @@ -3870,6 +4049,7 @@ version = "0.15.1" description = "Typer, build great CLIs. Easy to code. Based on Python type hints." optional = false python-versions = ">=3.7" +groups = ["main"] files = [ {file = "typer-0.15.1-py3-none-any.whl", hash = "sha256:7994fb7b8155b64d3402518560648446072864beefd44aa2dc36972a5972e847"}, {file = "typer-0.15.1.tar.gz", hash = "sha256:a0588c0a7fa68a1978a069818657778f86abe6ff5ea6abf472f940a08bfe4f0a"}, @@ -3887,6 +4067,7 @@ version = "4.12.2" description = "Backported and Experimental Type Hints for Python 3.8+" optional = false python-versions = ">=3.8" +groups = ["main", "dev"] files = [ {file = "typing_extensions-4.12.2-py3-none-any.whl", hash = "sha256:04e5ca0351e0f3f85c6853954072df659d0d13fac324d0072316b67d7794700d"}, {file = "typing_extensions-4.12.2.tar.gz", hash = "sha256:1a7ead55c7e559dd4dee8856e3a88b41225abfe1ce8df57b7c13915fe121ffb8"}, @@ -3898,10 +4079,12 @@ version = "2025.1" description = "Provider of IANA time zone data" optional = false python-versions = ">=2" +groups = ["main", "dev"] files = [ {file = "tzdata-2025.1-py2.py3-none-any.whl", hash = "sha256:7e127113816800496f027041c570f50bcd464a020098a3b6b199517772303639"}, {file = "tzdata-2025.1.tar.gz", hash = "sha256:24894909e88cdb28bd1636c6887801df64cb485bd593f2fd83ef29075a81d694"}, ] +markers = {dev = "platform_system == \"Windows\""} [[package]] name = "tzlocal" @@ -3909,6 +4092,7 @@ version = "5.2" description = "tzinfo object for the local timezone" optional = false python-versions = ">=3.8" +groups = ["main", "dev"] files = [ {file = "tzlocal-5.2-py3-none-any.whl", hash = "sha256:49816ef2fe65ea8ac19d19aa7a1ae0551c834303d5014c6d5a62e4cbda8047b8"}, {file = "tzlocal-5.2.tar.gz", hash = "sha256:8d399205578f1a9342816409cc1e46a93ebd5755e39ea2d85334bea911bf0e6e"}, @@ -3926,6 +4110,7 @@ version = "2.3.0" description = "HTTP library with thread-safe connection pooling, file post, and more." optional = false python-versions = ">=3.9" +groups = ["main", "dev"] files = [ {file = "urllib3-2.3.0-py3-none-any.whl", hash = "sha256:1cee9ad369867bfdbbb48b7dd50374c0967a0bb7710050facf0dd6911440e3df"}, {file = "urllib3-2.3.0.tar.gz", hash = "sha256:f8c5449b3cf0861679ce7e0503c7b44b5ec981bec0d1d3795a07f1ba96f0204d"}, @@ -3943,6 +4128,7 @@ version = "0.34.0" description = "The lightning-fast ASGI server." optional = false python-versions = ">=3.9" +groups = ["main"] files = [ {file = "uvicorn-0.34.0-py3-none-any.whl", hash = "sha256:023dc038422502fa28a09c7a30bf2b6991512da7dcdb8fd35fe57cfc154126f4"}, {file = "uvicorn-0.34.0.tar.gz", hash = "sha256:404051050cd7e905de2c9a7e61790943440b3416f49cb409f965d9dcd0fa73e9"}, @@ -3968,6 +4154,8 @@ version = "0.21.0" description = "Fast implementation of asyncio event loop on top of libuv" optional = false python-versions = ">=3.8.0" +groups = ["main"] +markers = "(sys_platform != \"win32\" and sys_platform != \"cygwin\") and platform_python_implementation != \"PyPy\"" files = [ {file = "uvloop-0.21.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:ec7e6b09a6fdded42403182ab6b832b71f4edaf7f37a9a0e371a01db5f0cb45f"}, {file = "uvloop-0.21.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:196274f2adb9689a289ad7d65700d37df0c0930fd8e4e743fa4834e850d7719d"}, @@ -4019,6 +4207,7 @@ version = "20.29.2" description = "Virtual Python Environment builder" optional = false python-versions = ">=3.8" +groups = ["dev"] files = [ {file = "virtualenv-20.29.2-py3-none-any.whl", hash = "sha256:febddfc3d1ea571bdb1dc0f98d7b45d24def7428214d4fb73cc486c9568cce6a"}, {file = "virtualenv-20.29.2.tar.gz", hash = "sha256:fdaabebf6d03b5ba83ae0a02cfe96f48a716f4fae556461d180825866f75b728"}, @@ -4039,6 +4228,7 @@ version = "1.0.4" description = "Simple, modern and high performance file watching and code reload in python." optional = false python-versions = ">=3.9" +groups = ["main"] files = [ {file = "watchfiles-1.0.4-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:ba5bb3073d9db37c64520681dd2650f8bd40902d991e7b4cfaeece3e32561d08"}, {file = "watchfiles-1.0.4-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:9f25d0ba0fe2b6d2c921cf587b2bf4c451860086534f40c384329fb96e2044d1"}, @@ -4122,6 +4312,7 @@ version = "14.2" description = "An implementation of the WebSocket Protocol (RFC 6455 & 7692)" optional = false python-versions = ">=3.9" +groups = ["main"] files = [ {file = "websockets-14.2-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:e8179f95323b9ab1c11723e5d91a89403903f7b001828161b480a7810b334885"}, {file = "websockets-14.2-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:0d8c3e2cdb38f31d8bd7d9d28908005f6fa9def3324edb9bf336d7e4266fd397"}, @@ -4200,6 +4391,8 @@ version = "1.2.0" description = "A small Python utility to set file creation time on Windows" optional = false python-versions = ">=3.5" +groups = ["main"] +markers = "sys_platform == \"win32\"" files = [ {file = "win32_setctime-1.2.0-py3-none-any.whl", hash = "sha256:95d644c4e708aba81dc3704a116d8cbc974d70b3bdb8be1d150e36be6e9d1390"}, {file = "win32_setctime-1.2.0.tar.gz", hash = "sha256:ae1fdf948f5640aae05c511ade119313fb6a30d7eabe25fef9764dca5873c4c0"}, @@ -4214,6 +4407,7 @@ version = "1.17.2" description = "Module for decorators, wrappers and monkey patching." optional = false python-versions = ">=3.8" +groups = ["dev"] files = [ {file = "wrapt-1.17.2-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:3d57c572081fed831ad2d26fd430d565b76aa277ed1d30ff4d40670b1c0dd984"}, {file = "wrapt-1.17.2-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:b5e251054542ae57ac7f3fba5d10bfff615b6c2fb09abeb37d2f1463f841ae22"}, @@ -4302,6 +4496,7 @@ version = "1.18.3" description = "Yet another URL library" optional = false python-versions = ">=3.9" +groups = ["main"] files = [ {file = "yarl-1.18.3-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:7df647e8edd71f000a5208fe6ff8c382a1de8edfbccdbbfe649d263de07d8c34"}, {file = "yarl-1.18.3-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:c69697d3adff5aa4f874b19c0e4ed65180ceed6318ec856ebc423aa5850d84f7"}, @@ -4398,6 +4593,7 @@ version = "0.23.0" description = "Zstandard bindings for Python" optional = false python-versions = ">=3.8" +groups = ["main", "dev"] files = [ {file = "zstandard-0.23.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:bf0a05b6059c0528477fba9054d09179beb63744355cab9f38059548fedd46a9"}, {file = "zstandard-0.23.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:fc9ca1c9718cb3b06634c7c8dec57d24e9438b2aa9a0f02b8bb36bf478538880"}, @@ -4505,6 +4701,6 @@ cffi = {version = ">=1.11", markers = "platform_python_implementation == \"PyPy\ cffi = ["cffi (>=1.11)"] [metadata] -lock-version = "2.0" +lock-version = "2.1" python-versions = ">=3.11,<3.12" -content-hash = "2d93d0f8b8ec2a4055934fd43895876fa16ffc268dc3baa29d25096e5b92f6ea" +content-hash = "57d58a97e1c580fa2b59354bc77ce8fc8e233da1831d910fd771e0c5089086b4" From 747e1972fb88782e302a6c2c0572e4c481151316 Mon Sep 17 00:00:00 2001 From: DouEnergy Date: Mon, 24 Feb 2025 11:17:26 +0800 Subject: [PATCH 09/12] fix test assert --- ibis-server/tests/routers/v2/connector/test_oracle.py | 8 ++++++-- 1 file changed, 6 insertions(+), 2 deletions(-) diff --git a/ibis-server/tests/routers/v2/connector/test_oracle.py b/ibis-server/tests/routers/v2/connector/test_oracle.py index c92a208e5..b1985c9fe 100644 --- a/ibis-server/tests/routers/v2/connector/test_oracle.py +++ b/ibis-server/tests/routers/v2/connector/test_oracle.py @@ -40,7 +40,11 @@ "expression": "O_TOTALPRICE", "type": "number", }, - {"name": "orderdate", "expression": "O_ORDERDATE", "type": "date"}, + { + "name": "orderdate", + "expression": "TRUNC(O_ORDERDATE)", + "type": "date", + }, { "name": "order_cust_key", "expression": "O_ORDERKEY || '_' || O_CUSTKEY", @@ -117,7 +121,7 @@ async def test_query(client, manifest_str, oracle: OracleDbContainer): 370, "O", "172799.49", - "1996-01-02", + "1996-01-02 00:00:00.000000", "1_370", "2024-01-01 23:59:59.000000", "2024-01-01 23:59:59.000000 UTC", From 2bad36e54aa8e4eded3fab0e4ca7c7a85b65814a Mon Sep 17 00:00:00 2001 From: DouEnergy Date: Mon, 24 Feb 2025 11:57:02 +0800 Subject: [PATCH 10/12] fix flaky test_local_file --- ibis-server/tests/routers/v2/connector/test_local_file.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/ibis-server/tests/routers/v2/connector/test_local_file.py b/ibis-server/tests/routers/v2/connector/test_local_file.py index e882307e2..0f0b6c99c 100644 --- a/ibis-server/tests/routers/v2/connector/test_local_file.py +++ b/ibis-server/tests/routers/v2/connector/test_local_file.py @@ -331,7 +331,7 @@ async def test_list_csv_files(client): assert "type-test" in table_names # `invalid` will be considered as a one column csv file assert "invalid" in table_names - columns = result[0]["columns"] + columns = next(filter(lambda x: x["name"] == "type-test-csv", result))["columns"] assert columns[0]["name"] == "c_bigint" assert columns[0]["type"] == "INT64" assert columns[1]["name"] == "c_bit" From a7fd85d9682297d7cb2580cc29b588626fd78c7b Mon Sep 17 00:00:00 2001 From: DouEnergy Date: Thu, 27 Feb 2025 19:20:28 +0800 Subject: [PATCH 11/12] enhance the test --- ibis-server/app/model/metadata/oracle.py | 47 +++++++++---------- ibis-server/app/util.py | 3 -- .../tests/routers/v2/connector/test_oracle.py | 20 ++++++-- 3 files changed, 38 insertions(+), 32 deletions(-) diff --git a/ibis-server/app/model/metadata/oracle.py b/ibis-server/app/model/metadata/oracle.py index bdd308d04..253dc3769 100644 --- a/ibis-server/app/model/metadata/oracle.py +++ b/ibis-server/app/model/metadata/oracle.py @@ -50,7 +50,9 @@ def get_table_list(self) -> list[Table]: ORDER BY t.table_name, c.column_id; """ - # Provide the schema explicitly with uppercase column names. + # Provide the pre-build schema explicitly with uppercase column names + # To avoid potential ibis get schema error: + # Solve oracledb DatabaseError: ORA-00942: table or view not found schema = ibis.schema( { "TABLE_CATALOG": "string", @@ -98,32 +100,29 @@ def get_table_list(self) -> list[Table]: properties=None, ) ) - # If the row indicates a primary key, set it. - if row.get("IS_PK", "NO") == "YES": - unique_tables[schema_table].primaryKey = row["COLUMN_NAME"] return list(unique_tables.values()) def get_constraints(self) -> list[Constraint]: schema = ibis.schema( { - "table_schema": "string", - "table_name": "string", - "column_name": "string", - "referenced_table_schema": "string", - "referenced_table_name": "string", - "referenced_column_name": "string", + "TABLE_SCHEMA": "string", + "TABLE_NAME": "string", + "COLUMN_NAME": "string", + "REFERENCED_TABLE_SCHEMA": "string", + "REFERENCED_TABLE_NAME": "string", + "REFERENCED_COLUMN_NAME": "string", } ) sql = """ SELECT - a.owner as table_schema, - a.table_name as table_name, - a.column_name as column_name, - a_pk.owner as referenced_table_schema, - a_pk.table_name as referenced_table_name, - a_pk.column_name as referenced_column_name + a.owner AS TABLE_SCHEMA, + a.table_name AS TABLE_NAME, + a.column_name AS COLUMN_NAME, + a_pk.owner AS REFERENCED_TABLE_SCHEMA, + a_pk.table_name AS REFERENCED_TABLE_NAME, + a_pk.column_name AS REFERENCED_COLUMN_NAME FROM dba_cons_columns a JOIN @@ -156,19 +155,19 @@ def get_constraints(self) -> list[Constraint]: constraints.append( Constraint( constraintName=self._format_constraint_name( - row["table_name"], - row["column_name"], - row["referenced_table_name"], - row["referenced_column_name"], + row["TABLE_NAME"], + row["COLUMN_NAME"], + row["REFERENCED_TABLE_NAME"], + row["REFERENCED_COLUMN_NAME"], ), constraintTable=self._format_compact_table_name( - row["table_schema"], row["table_name"] + row["TABLE_SCHEMA"], row["TABLE_NAME"] ), - constraintColumn=row["column_name"], + constraintColumn=row["COLUMN_NAME"], constraintedTable=self._format_compact_table_name( - row["referenced_table_schema"], row["referenced_table_name"] + row["REFERENCED_TABLE_SCHEMA"], row["REFERENCED_TABLE_NAME"] ), - constraintedColumn=row["referenced_column_name"], + constraintedColumn=row["REFERENCED_COLUMN_NAME"], constraintType=ConstraintType.FOREIGN_KEY, ) ) diff --git a/ibis-server/app/util.py b/ibis-server/app/util.py index 484d35fdc..f201ae284 100644 --- a/ibis-server/app/util.py +++ b/ibis-server/app/util.py @@ -13,9 +13,6 @@ def base64_to_dict(base64_str: str) -> dict: def to_json(df: pd.DataFrame) -> dict: for column in df.columns: - if df[column].dtype == object: - # Convert Oracle LOB objects to string - df[column] = df[column].apply(lambda x: str(x) if hasattr(x, "read") else x) if is_datetime64_any_dtype(df[column].dtype): df[column] = _to_datetime_and_format(df[column]) return _to_json_obj(df) diff --git a/ibis-server/tests/routers/v2/connector/test_oracle.py b/ibis-server/tests/routers/v2/connector/test_oracle.py index b1985c9fe..1d808d600 100644 --- a/ibis-server/tests/routers/v2/connector/test_oracle.py +++ b/ibis-server/tests/routers/v2/connector/test_oracle.py @@ -33,7 +33,7 @@ { "name": "orderstatus", "expression": "O_ORDERSTATUS", - "type": "varchar2", + "type": "varchar", }, { "name": "totalprice", @@ -48,7 +48,7 @@ { "name": "order_cust_key", "expression": "O_ORDERKEY || '_' || O_CUSTKEY", - "type": "varchar2", + "type": "varchar", }, { "name": "timestamp", @@ -95,6 +95,14 @@ def oracle(request) -> OracleDbContainer: pd.read_parquet(file_path("resource/tpch/data/customer.parquet")).to_sql( "customer", engine, index=False ) + + # Create a table with a large CLOB column + large_text = "x" * (1024 * 1024 * 2) # 2MB + conn.execute(text("CREATE TABLE test_lob (id NUMBER, content CLOB)")) + conn.execute( + text("INSERT INTO test_lob VALUES (1, :content)"), {"content": large_text} + ) + # Add table and column comments conn.execute(text("COMMENT ON TABLE orders IS 'This is a table comment'")) conn.execute(text("COMMENT ON COLUMN orders.o_comment IS 'This is a comment'")) @@ -348,10 +356,9 @@ async def test_metadata_list_tables(client, oracle: OracleDbContainer): assert response.status_code == 200 result = response.json() - # Use case-insensitive filtering since Oracle returns "SYSTEM.ORDERS" - result = next(filter(lambda x: x["name"].lower() == "system.orders", result)) + result = next(filter(lambda x: x["name"] == "SYSTEM.ORDERS", result)) + assert result is not None - assert result["name"].lower() == "system.orders" assert result["primaryKey"] is not None assert result["description"] == "This is a table comment" assert result["properties"] == { @@ -378,6 +385,9 @@ async def test_metadata_list_constraints(client, oracle: OracleDbContainer): json={"connectionInfo": connection_info}, ) assert response.status_code == 200 + result = response.json() + # oracale has a lot of constraints on the system tables + assert len(result) > 0 async def test_metadata_db_version(client, oracle: OracleDbContainer): From 30611a1494c9304e443c234880fabb2c795f1266 Mon Sep 17 00:00:00 2001 From: DouEnergy Date: Thu, 27 Feb 2025 19:27:45 +0800 Subject: [PATCH 12/12] update lock file --- ibis-server/poetry.lock | 1058 +++++++++++++++++---------------------- 1 file changed, 463 insertions(+), 595 deletions(-) diff --git a/ibis-server/poetry.lock b/ibis-server/poetry.lock index a0cde87fc..9ad7eada1 100644 --- a/ibis-server/poetry.lock +++ b/ibis-server/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 2.0.1 and should not be changed by hand. +# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand. [[package]] name = "aiohappyeyeballs" @@ -6,8 +6,6 @@ version = "2.4.6" description = "Happy Eyeballs for asyncio" optional = false python-versions = ">=3.9" -groups = ["main"] -markers = "python_version <= \"3.11\"" files = [ {file = "aiohappyeyeballs-2.4.6-py3-none-any.whl", hash = "sha256:147ec992cf873d74f5062644332c539fcd42956dc69453fe5204195e560517e1"}, {file = "aiohappyeyeballs-2.4.6.tar.gz", hash = "sha256:9b05052f9042985d32ecbe4b59a77ae19c006a78f1344d7fdad69d28ded3d0b0"}, @@ -15,94 +13,92 @@ files = [ [[package]] name = "aiohttp" -version = "3.11.12" +version = "3.11.13" description = "Async http client/server framework (asyncio)" optional = false python-versions = ">=3.9" -groups = ["main"] -markers = "python_version <= \"3.11\"" -files = [ - {file = "aiohttp-3.11.12-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:aa8a8caca81c0a3e765f19c6953416c58e2f4cc1b84829af01dd1c771bb2f91f"}, - {file = "aiohttp-3.11.12-cp310-cp310-macosx_10_9_x86_64.whl", hash = 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"dev"] files = [ {file = "certifi-2025.1.31-py3-none-any.whl", hash = "sha256:ca78db4565a652026a4db2bcdf68f2fb589ea80d0be70e03929ed730746b84fe"}, {file = "certifi-2025.1.31.tar.gz", hash = "sha256:3d5da6925056f6f18f119200434a4780a94263f10d1c21d032a6f6b2baa20651"}, @@ -347,7 +328,6 @@ version = "1.17.1" description = "Foreign Function Interface for Python calling C code." optional = false python-versions = ">=3.8" -groups = ["main", "dev"] files = [ {file = "cffi-1.17.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:df8b1c11f177bc2313ec4b2d46baec87a5f3e71fc8b45dab2ee7cae86d9aba14"}, {file = "cffi-1.17.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:8f2cdc858323644ab277e9bb925ad72ae0e67f69e804f4898c070998d50b1a67"}, @@ -427,7 +407,6 @@ version = "3.4.0" description = "Validate configuration and produce human readable error messages." optional = false python-versions = ">=3.8" -groups = ["dev"] files = [ {file = "cfgv-3.4.0-py2.py3-none-any.whl", hash = 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list-like structure which implements collections.abc.MutableSequence" optional = false python-versions = ">=3.8" -groups = ["main"] -markers = "python_version <= \"3.11\"" files = [ {file = "frozenlist-1.5.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:5b6a66c18b5b9dd261ca98dffcb826a525334b2f29e7caa54e182255c5f6a65a"}, {file = "frozenlist-1.5.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:d1b3eb7b05ea246510b43a7e53ed1653e55c2121019a97e60cad7efb881a97bb"}, @@ -1164,7 +1125,6 @@ version = "2.24.1" description = "Google API client core library" optional = false python-versions = ">=3.7" -groups = ["main"] files = [ {file = "google_api_core-2.24.1-py3-none-any.whl", hash = "sha256:bc78d608f5a5bf853b80bd70a795f703294de656c096c0968320830a4bc280f1"}, {file = "google_api_core-2.24.1.tar.gz", hash = "sha256:f8b36f5456ab0dd99a1b693a40a31d1e7757beea380ad1b38faaf8941eae9d8a"}, @@ -1191,7 +1151,6 @@ version = "2.38.0" description = "Google Authentication Library" optional = false python-versions = ">=3.7" -groups = ["main"] files = [ {file = "google_auth-2.38.0-py2.py3-none-any.whl", hash = "sha256:e7dae6694313f434a2727bf2906f27ad259bae090d7aa896590d86feec3d9d4a"}, {file = "google_auth-2.38.0.tar.gz", hash = "sha256:8285113607d3b80a3f1543b75962447ba8a09fe85783432a784fdeef6ac094c4"}, @@ -1216,7 +1175,6 @@ version = "1.2.1" description = "Google Authentication Library" optional = false python-versions = ">=3.6" -groups = ["main"] files = [ {file = "google_auth_oauthlib-1.2.1-py2.py3-none-any.whl", hash = "sha256:2d58a27262d55aa1b87678c3ba7142a080098cbc2024f903c62355deb235d91f"}, {file = "google_auth_oauthlib-1.2.1.tar.gz", hash = "sha256:afd0cad092a2eaa53cd8e8298557d6de1034c6cb4a740500b5357b648af97263"}, @@ -1235,7 +1193,6 @@ version = "3.29.0" description = "Google BigQuery API client library" optional = false python-versions = ">=3.7" -groups = ["main"] files = [ {file = "google_cloud_bigquery-3.29.0-py2.py3-none-any.whl", hash = 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Easy to code. 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