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Add simple pandas-sqlalchemy compatibility test #37779

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57 changes: 57 additions & 0 deletions tests/always/test_pandas.py
Original file line number Diff line number Diff line change
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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

import pytest
from sqlalchemy import create_engine

from airflow.configuration import conf

pd = pytest.importorskip("pandas")
pytestmark = pytest.mark.db_test


@pytest.mark.backend("postgres", "mysql")
class TestPandasSQLAlchemyCompatibility:
@pytest.fixture(autouse=True)
def setup_test_cases(self):
self.temp_table = "test_to_pandas"
uri = conf.get_mandatory_value("database", "sql_alchemy_conn")
self.engine = create_engine(uri)
yield
if self.engine:
with self.engine.begin() as conn:
conn.execute(f"DROP TABLE IF EXISTS {self.temp_table};")
self.engine.dispose()

def test_write_read_to_db(self):
pd.DataFrame({"a": [0, 1, 2, 3]}).to_sql(self.temp_table, self.engine)
pd.read_sql(f"SELECT * FROM {self.temp_table}", self.engine)


class TestPandasSQLAlchemyCompatibilitySQLite:
@pytest.fixture(autouse=True)
def setup_test_cases(self):
self.temp_table = "test_to_pandas"
self.engine = create_engine("sqlite:///:memory:")
yield
if self.engine:
self.engine.dispose()

def test_write_read_to_db(self):
pd.DataFrame({"a": [0, 1, 2, 3]}).to_sql(self.temp_table, self.engine)
pd.read_sql(f"SELECT * FROM {self.temp_table}", self.engine)