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feat: add YDB as a new database engine (apache#31141)
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@@ -70,6 +70,7 @@ google-sheets.svg | |
ibm-db2.svg | ||
postgresql.svg | ||
snowflake.svg | ||
ydb.svg | ||
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# docs-related | ||
erd.puml | ||
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# Licensed to the Apache Software Foundation (ASF) under one | ||
# or more contributor license agreements. See the NOTICE file | ||
# distributed with this work for additional information | ||
# regarding copyright ownership. The ASF licenses this file | ||
# to you under the Apache License, Version 2.0 (the | ||
# "License"); you may not use this file except in compliance | ||
# with the License. You may obtain a copy of the License at | ||
# | ||
# http://www.apache.org/licenses/LICENSE-2.0 | ||
# | ||
# Unless required by applicable law or agreed to in writing, | ||
# software distributed under the License is distributed on an | ||
# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY | ||
# KIND, either express or implied. See the License for the | ||
# specific language governing permissions and limitations | ||
# under the License. | ||
from __future__ import annotations | ||
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import logging | ||
from datetime import datetime | ||
from typing import Any, TYPE_CHECKING | ||
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from sqlalchemy import types | ||
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from superset.constants import TimeGrain | ||
from superset.db_engine_specs.base import BaseEngineSpec | ||
from superset.utils import json | ||
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if TYPE_CHECKING: | ||
from superset.models.core import Database | ||
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logger = logging.getLogger(__name__) | ||
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class YDBEngineSpec(BaseEngineSpec): | ||
engine = "yql" | ||
engine_aliases = {"ydb", "yql+ydb"} | ||
engine_name = "YDB" | ||
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default_driver = "ydb" | ||
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sqlalchemy_uri_placeholder = "ydb://{host}:{port}/{database_name}" | ||
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# pylint: disable=invalid-name | ||
encrypted_extra_sensitive_fields = {"$.connect_args.credentials", "$.credentials"} | ||
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disable_ssh_tunneling = False | ||
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supports_file_upload = False | ||
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allows_alias_in_orderby = True | ||
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_time_grain_expressions = { | ||
None: "{col}", | ||
TimeGrain.SECOND: "DateTime::MakeDatetime(DateTime::StartOf({col}, Interval('PT1S')))", | ||
TimeGrain.THIRTY_SECONDS: "DateTime::MakeDatetime(DateTime::StartOf({col}, Interval('PT30S')))", | ||
TimeGrain.MINUTE: "DateTime::MakeDatetime(DateTime::StartOf({col}, Interval('PT1M')))", | ||
TimeGrain.FIVE_MINUTES: "DateTime::MakeDatetime(DateTime::StartOf({col}, Interval('PT5M')))", | ||
TimeGrain.TEN_MINUTES: "DateTime::MakeDatetime(DateTime::StartOf({col}, Interval('PT10M')))", | ||
TimeGrain.FIFTEEN_MINUTES: "DateTime::MakeDatetime(DateTime::StartOf({col}, Interval('PT15M')))", | ||
TimeGrain.THIRTY_MINUTES: "DateTime::MakeDatetime(DateTime::StartOf({col}, Interval('PT30M')))", | ||
TimeGrain.HOUR: "DateTime::MakeDatetime(DateTime::StartOf({col}, Interval('PT1H')))", | ||
TimeGrain.DAY: "DateTime::MakeDatetime(DateTime::StartOf({col}, Interval('P1D')))", | ||
TimeGrain.WEEK: "DateTime::MakeDatetime(DateTime::StartOfWeek({col}))", | ||
TimeGrain.MONTH: "DateTime::MakeDatetime(DateTime::StartOfMonth({col}))", | ||
TimeGrain.QUARTER: "DateTime::MakeDatetime(DateTime::StartOfQuarter({col}))", | ||
TimeGrain.YEAR: "DateTime::MakeDatetime(DateTime::StartOfYear({col}))", | ||
} | ||
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@classmethod | ||
def epoch_to_dttm(cls) -> str: | ||
return "DateTime::MakeDatetime({col})" | ||
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@classmethod | ||
def convert_dttm( | ||
cls, target_type: str, dttm: datetime, db_extra: dict[str, Any] | None = None | ||
) -> str | None: | ||
sqla_type = cls.get_sqla_column_type(target_type) | ||
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if isinstance(sqla_type, types.Date): | ||
return f"DateTime::MakeDate(DateTime::ParseIso8601('{dttm.date().isoformat()}'))" | ||
if isinstance(sqla_type, types.DateTime): | ||
return f"""DateTime::MakeDatetime(DateTime::ParseIso8601('{dttm.isoformat(sep="T", timespec="seconds")}'))""" | ||
return None | ||
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@staticmethod | ||
def update_params_from_encrypted_extra( | ||
database: Database, | ||
params: dict[str, Any], | ||
) -> None: | ||
if not database.encrypted_extra: | ||
return | ||
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try: | ||
encrypted_extra = json.loads(database.encrypted_extra) | ||
connect_args = params.setdefault("connect_args", {}) | ||
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if "protocol" in encrypted_extra: | ||
connect_args["protocol"] = encrypted_extra["protocol"] | ||
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if "credentials" in encrypted_extra: | ||
credentials_info = encrypted_extra["credentials"] | ||
connect_args["credentials"] = credentials_info | ||
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except json.JSONDecodeError as ex: | ||
logger.error(ex, exc_info=True) | ||
raise |
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# Licensed to the Apache Software Foundation (ASF) under one | ||
# or more contributor license agreements. See the NOTICE file | ||
# distributed with this work for additional information | ||
# regarding copyright ownership. The ASF licenses this file | ||
# to you under the Apache License, Version 2.0 (the | ||
# "License"); you may not use this file except in compliance | ||
# with the License. You may obtain a copy of the License at | ||
# | ||
# http://www.apache.org/licenses/LICENSE-2.0 | ||
# | ||
# Unless required by applicable law or agreed to in writing, | ||
# software distributed under the License is distributed on an | ||
# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY | ||
# KIND, either express or implied. See the License for the | ||
# specific language governing permissions and limitations | ||
# under the License. | ||
# pylint: disable=unused-argument, import-outside-toplevel, protected-access | ||
from __future__ import annotations | ||
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from datetime import datetime | ||
from typing import Any, Optional | ||
from unittest.mock import Mock | ||
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import pytest | ||
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from superset.utils import json | ||
from tests.unit_tests.db_engine_specs.utils import assert_convert_dttm | ||
from tests.unit_tests.fixtures.common import dttm # noqa: F401 | ||
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def test_epoch_to_dttm() -> None: | ||
from superset.db_engine_specs.ydb import YDBEngineSpec | ||
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assert YDBEngineSpec.epoch_to_dttm() == "DateTime::MakeDatetime({col})" | ||
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@pytest.mark.parametrize( | ||
"target_type,expected_result", | ||
[ | ||
("Date", "DateTime::MakeDate(DateTime::ParseIso8601('2019-01-02'))"), | ||
( | ||
"DateTime", | ||
"DateTime::MakeDatetime(DateTime::ParseIso8601('2019-01-02T03:04:05'))", | ||
), | ||
("UnknownType", None), | ||
], | ||
) | ||
def test_convert_dttm( | ||
target_type: str, | ||
expected_result: Optional[str], | ||
dttm: datetime, # noqa: F811 | ||
) -> None: | ||
from superset.db_engine_specs.ydb import YDBEngineSpec as spec | ||
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assert_convert_dttm(spec, target_type, expected_result, dttm) | ||
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def test_specify_protocol() -> None: | ||
from superset.db_engine_specs.ydb import YDBEngineSpec | ||
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database = Mock() | ||
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extra = {"protocol": "grpcs"} | ||
database.encrypted_extra = json.dumps(extra) | ||
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params: dict[str, Any] = {} | ||
YDBEngineSpec.update_params_from_encrypted_extra(database, params) | ||
connect_args = params.setdefault("connect_args", {}) | ||
assert connect_args.get("protocol") == "grpcs" | ||
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def test_specify_credentials() -> None: | ||
from superset.db_engine_specs.ydb import YDBEngineSpec | ||
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database = Mock() | ||
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auth_params = {"username": "username", "password": "password"} | ||
database.encrypted_extra = json.dumps({"credentials": auth_params}) | ||
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params: dict[str, Any] = {} | ||
YDBEngineSpec.update_params_from_encrypted_extra(database, params) | ||
connect_args = params.setdefault("connect_args", {}) | ||
assert connect_args.get("credentials") == auth_params |