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Fix: Handle SQLAlchemy_URI for Vertica Provider #55928
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4dd9457
fix: vertica sqlalchemy uri
Pyasma dc38cd2
Fix: add newline at end of 38195.bugfix.rst to pass pre-commit hooks
Pyasma 8ef8897
Fix: Deleted the bugfix
Pyasma d3d9eb0
Added the annotations
Pyasma 135e12c
adjusting the format for mocks
Pyasma 3a9d812
Changed the Mock Format
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268 changes: 268 additions & 0 deletions
268
providers/vertica/tests/unit/vertica/hooks/test_vertica_sql.py
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,268 @@ | ||
| # 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. | ||
|
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| from __future__ import annotations | ||
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| import json | ||
| from collections import namedtuple | ||
| from unittest import mock | ||
| from unittest.mock import MagicMock, PropertyMock, patch | ||
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| import pytest | ||
| from sqlalchemy.engine import Engine | ||
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| from airflow.exceptions import AirflowException | ||
| from airflow.models import Connection | ||
| from airflow.providers.vertica.hooks.vertica import VerticaHook | ||
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| DEFAULT_CONN_ID = "vertica_default" | ||
| HOST = "vertica.cloud.com" | ||
| PORT = 5433 | ||
| USER = "user" | ||
| PASSWORD = "pass" | ||
| DATABASE = "test_db" | ||
|
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| SerializableRow = namedtuple("SerializableRow", ["id", "value"]) | ||
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| def get_cursor_descriptions(fields: list[str]) -> list[tuple[str]]: | ||
| """Convert field names into cursor.description tuples.""" | ||
| return [(field,) for field in fields] | ||
|
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| @pytest.fixture(autouse=True) | ||
| def create_connection(create_connection_without_db): | ||
| """Create a mocked Airflow connection for Vertica.""" | ||
| create_connection_without_db( | ||
| Connection( | ||
| conn_id=DEFAULT_CONN_ID, | ||
| conn_type="vertica", | ||
| host=HOST, | ||
| login=USER, | ||
| password=PASSWORD, | ||
| schema=DATABASE, | ||
| ) | ||
| ) | ||
|
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| @pytest.fixture | ||
| def vertica_hook(): | ||
| return VerticaHook(vertica_conn_id=DEFAULT_CONN_ID) | ||
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| @pytest.fixture | ||
| def mock_get_conn(): | ||
| with patch("airflow.providers.vertica.hooks.vertica.VerticaHook.get_conn") as mock_conn: | ||
| yield mock_conn | ||
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| @pytest.fixture | ||
| def mock_cursor(mock_get_conn): | ||
| cursor = MagicMock() | ||
| type(cursor).rowcount = PropertyMock(return_value=1) | ||
| cursor.fetchall.return_value = [("1", "row1")] | ||
| cursor.description = get_cursor_descriptions(["id", "value"]) | ||
| cursor.nextset.side_effect = [False] | ||
| mock_get_conn.return_value.cursor.return_value = cursor | ||
| return cursor | ||
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| def test_sqlalchemy_url_property(vertica_hook): | ||
| url = vertica_hook.sqlalchemy_url.render_as_string(hide_password=False) | ||
| expected_url = f"vertica-python://{USER}:{PASSWORD}@{HOST}:{PORT}/{DATABASE}" | ||
| assert url.startswith(expected_url) | ||
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| @pytest.mark.parametrize( | ||
| "return_last, split_statements, sql, expected_calls, cursor_results, expected_result", | ||
| [ | ||
| pytest.param( | ||
| True, | ||
| False, | ||
| "SELECT * FROM table", | ||
| ["SELECT * FROM table"], | ||
| [("1", "row1"), ("2", "row2")], | ||
| [SerializableRow("1", "row1"), SerializableRow("2", "row2")], | ||
| id="Single query, return_last=True", | ||
| ), | ||
| pytest.param( | ||
| False, | ||
| False, | ||
| "SELECT * FROM table", | ||
| ["SELECT * FROM table"], | ||
| [("1", "row1"), ("2", "row2")], | ||
| [SerializableRow("1", "row1"), SerializableRow("2", "row2")], | ||
| id="Single query, return_last=False", | ||
| ), | ||
| pytest.param( | ||
| True, | ||
| True, | ||
| "SELECT * FROM table1; SELECT * FROM table2;", | ||
| ["SELECT * FROM table1;", "SELECT * FROM table2;"], | ||
| [[("1", "row1"), ("2", "row2")], [("3", "row3"), ("4", "row4")]], | ||
| [SerializableRow("3", "row3"), SerializableRow("4", "row4")], | ||
| id="Multiple queries, split_statements=True, return_last=True", | ||
| ), | ||
| pytest.param( | ||
| True, | ||
| False, | ||
| "SELECT * FROM table1; SELECT * FROM table2;", | ||
| ["SELECT * FROM table1; SELECT * FROM table2;"], | ||
| [("1", "row1"), ("2", "row2")], | ||
| [SerializableRow("1", "row1"), SerializableRow("2", "row2")], | ||
| id="Multiple queries, split_statements=False", | ||
| ), | ||
| pytest.param( | ||
| True, | ||
| False, | ||
| "SELECT * FROM empty", | ||
| ["SELECT * FROM empty"], | ||
| [], | ||
| [], | ||
| id="Empty result", | ||
| ), | ||
| ], | ||
| ) | ||
| def test_vertica_run_queries( | ||
| vertica_hook, | ||
| mock_cursor, | ||
| return_last, | ||
| split_statements, | ||
| sql, | ||
| expected_calls, | ||
| cursor_results, | ||
| expected_result, | ||
| ): | ||
| if split_statements: | ||
| mock_cursor.fetchall.side_effect = cursor_results | ||
| mock_cursor.nextset.side_effect = [True] * (len(cursor_results) - 1) + [False] | ||
| else: | ||
| mock_cursor.fetchall.return_value = cursor_results | ||
| mock_cursor.nextset.side_effect = lambda: False | ||
|
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| result = vertica_hook.run( | ||
| sql, | ||
| handler=lambda cur: cur.fetchall(), | ||
| split_statements=split_statements, | ||
| return_last=return_last, | ||
| ) | ||
|
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| expected_mock_calls = [mock.call(sql_call) for sql_call in expected_calls] | ||
| mock_cursor.execute.assert_has_calls(expected_mock_calls) | ||
| assert [SerializableRow(*row) for row in result] == expected_result | ||
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| def test_run_with_multiple_statements(vertica_hook, mock_cursor): | ||
| mock_cursor.fetchall.side_effect = [[(1,)], [(2,)]] | ||
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| mock_cursor.nextset.side_effect = [True, False] | ||
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| sql = "SELECT 1; SELECT 2;" | ||
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| results = vertica_hook.run(sql, handler=lambda cur: cur.fetchall(), split_statements=True) | ||
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| mock_cursor.execute.assert_has_calls( | ||
| [ | ||
| mock.call("SELECT 1;"), | ||
| mock.call("SELECT 2;"), | ||
| ] | ||
| ) | ||
|
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| assert results == [(2,)] | ||
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| def test_get_uri(vertica_hook): | ||
| """ | ||
| Test that the get_uri() method returns the correct connection string. | ||
| """ | ||
| assert vertica_hook.get_uri() == "vertica-python://user:pass@vertica.cloud.com:5433/test_db" | ||
|
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| def test_get_sqlalchemy_engine(vertica_hook): | ||
| """ | ||
| Test that the get_sqlalchemy_engine() method returns a valid SQLAlchemy engine. | ||
| """ | ||
|
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| with patch("airflow.providers.common.sql.hooks.sql.create_engine") as mock_create_engine: | ||
| mock_engine = MagicMock(spec=Engine) | ||
| mock_create_engine.return_value = mock_engine | ||
|
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| engine = vertica_hook.get_sqlalchemy_engine() | ||
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| assert engine is mock_engine | ||
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| mock_create_engine.assert_called_once() | ||
| call_args = mock_create_engine.call_args[1] | ||
| assert "url" in call_args | ||
|
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| actual_url = call_args["url"] | ||
|
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| assert actual_url.drivername == "vertica-python" | ||
| assert actual_url.username == "user" | ||
| assert actual_url.password == "pass" | ||
| assert actual_url.host == "vertica.cloud.com" | ||
| assert actual_url.port == 5433 | ||
| assert actual_url.database == "test_db" | ||
|
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| @pytest.mark.parametrize("sql", ["", "\n", " "]) | ||
| def test_run_with_no_query(vertica_hook, sql): | ||
| """ | ||
| Test that running with no SQL query raises a ValueError. | ||
| """ | ||
| with pytest.raises(ValueError, match="List of SQL statements is empty"): | ||
| vertica_hook.run(sql) | ||
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| def test_run_with_invalid_column_names(vertica_hook, mock_cursor): | ||
| invalid_names = [("1_2_3",), ("select",), ("from",)] | ||
| mock_cursor.description = invalid_names | ||
| mock_cursor.fetchall.return_value = [(1, "row1", "bar")] | ||
|
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| result = vertica_hook.run(sql="SELECT * FROM table", handler=lambda cur: cur.fetchall()) | ||
|
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| assert result[0][0] == 1 | ||
| assert result[0][1] == "row1" | ||
| assert result[0][2] == "bar" | ||
|
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| @pytest.fixture | ||
| def vertica_hook_with_timeout(create_connection_without_db): | ||
| create_connection_without_db( | ||
| Connection( | ||
| conn_id="vertica_timeout", | ||
| conn_type="vertica", | ||
| host="vertica.cloud.com", | ||
| login="user", | ||
| password="pass", | ||
| schema="test_db", | ||
| extra=json.dumps({"execution_timeout": 1}), | ||
| ) | ||
| ) | ||
| return VerticaHook(vertica_conn_id="vertica_timeout") | ||
|
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| def test_execution_timeout_exceeded(vertica_hook_with_timeout, mock_cursor): | ||
| mock_error_response = MagicMock() | ||
| mock_error_response.error_message.return_value = "Mock error message for test." | ||
|
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| with patch( | ||
| "airflow.providers.common.sql.hooks.sql.DbApiHook.run", | ||
| side_effect=AirflowException("Query exceeded execution timeout"), | ||
| ): | ||
| with pytest.raises(AirflowException, match="Query exceeded execution timeout"): | ||
| vertica_hook_with_timeout.run(sql="SELECT * FROM table1") | ||
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