chore: import upstream snapshot with attribution
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This commit is contained in:
@@ -0,0 +1,448 @@
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# Copyright 2026 Google LLC
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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from __future__ import annotations
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import sys
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from typing import Any
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import unittest
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from unittest import mock
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from absl.testing import parameterized
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# Mock google.genai and pydantic if not available, before importing google.adk modules
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try:
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import google.genai
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except ImportError:
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m = mock.MagicMock()
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m.__path__ = []
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sys.modules["google.genai"] = m
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sys.modules["google.genai.types"] = mock.MagicMock()
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sys.modules["google.genai.errors"] = mock.MagicMock()
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try:
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import pydantic
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except ImportError:
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m_pydantic = mock.MagicMock()
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class MockBaseModel:
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pass
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m_pydantic.BaseModel = MockBaseModel
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sys.modules["pydantic"] = m_pydantic
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try:
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import fastapi
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import fastapi.openapi.models
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except ImportError:
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m_fastapi = mock.MagicMock()
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m_fastapi.openapi.models = mock.MagicMock()
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sys.modules["fastapi"] = m_fastapi
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sys.modules["fastapi.openapi"] = mock.MagicMock()
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sys.modules["fastapi.openapi.models"] = mock.MagicMock()
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from google.adk.integrations.bigquery import search_tool
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from google.adk.integrations.bigquery.config import BigQueryToolConfig
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from google.api_core import exceptions as api_exceptions
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from google.auth.credentials import Credentials
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from google.cloud import dataplex_v1
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def _mock_creds():
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return mock.create_autospec(Credentials, instance=True)
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def _mock_settings(app_name: str | None = "test-app"):
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return BigQueryToolConfig(application_name=app_name)
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def _mock_search_entries_response(results: list[dict[str, Any]]):
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mock_response = mock.MagicMock(spec=dataplex_v1.SearchEntriesResponse)
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mock_results = []
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for r in results:
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mock_result = mock.create_autospec(
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dataplex_v1.SearchEntriesResult, instance=True
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)
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# Manually attach dataplex_entry since it's not visible in dir() of the proto class
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mock_entry = mock.create_autospec(dataplex_v1.Entry, instance=True)
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mock_result.dataplex_entry = mock_entry
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mock_entry.name = r.get("name")
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mock_entry.entry_type = r.get("entry_type")
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mock_entry.update_time = r.get("update_time", "2026-01-14T05:00:00Z")
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# Manually attach entry_source since it's not visible in dir() of the proto class
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mock_source = mock.create_autospec(dataplex_v1.EntrySource, instance=True)
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mock_entry.entry_source = mock_source
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mock_source.display_name = r.get("display_name")
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mock_source.resource = r.get("linked_resource")
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mock_source.description = r.get("description")
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mock_source.location = r.get("location")
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mock_results.append(mock_result)
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mock_response.results = mock_results
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return mock_response
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class TestSearchCatalog(parameterized.TestCase):
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def setUp(self):
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super().setUp()
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self.mock_dataplex_client = mock.create_autospec(
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dataplex_v1.CatalogServiceClient, instance=True
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)
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# Patch get_dataplex_catalog_client
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self.mock_get_dataplex_client = self.enter_context(
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mock.patch(
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"google.adk.integrations.bigquery.client.get_dataplex_catalog_client",
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autospec=True,
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)
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)
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self.mock_get_dataplex_client.return_value = self.mock_dataplex_client
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self.mock_dataplex_client.__enter__.return_value = self.mock_dataplex_client
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# Patch SearchEntriesRequest
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self.mock_search_request = self.enter_context(
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mock.patch(
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"google.cloud.dataplex_v1.SearchEntriesRequest", autospec=True
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)
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)
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def test_search_catalog_success(self):
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"""Test the successful path of search_catalog."""
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creds = _mock_creds()
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settings = _mock_settings()
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prompt = "customer data"
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project_id = "test-project"
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location = "us"
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mock_api_results = [{
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"name": "entry1",
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"entry_type": "TABLE",
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"display_name": "Cust Table",
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"linked_resource": (
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"//bigquery.googleapis.com/projects/p/datasets/d/tables/t1"
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),
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"description": "Table 1",
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"location": "us",
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}]
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self.mock_dataplex_client.search_entries.return_value = (
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_mock_search_entries_response(mock_api_results)
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)
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result = search_tool.search_catalog(
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prompt=prompt,
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project_id=project_id,
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credentials=creds,
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settings=settings,
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location=location,
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)
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with self.subTest("Test result content"):
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self.assertEqual(result["status"], "SUCCESS")
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self.assertLen(result["results"], 1)
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self.assertEqual(result["results"][0]["name"], "entry1")
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self.assertEqual(result["results"][0]["display_name"], "Cust Table")
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with self.subTest("Test mock calls"):
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self.mock_get_dataplex_client.assert_called_once_with(
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credentials=creds, user_agent=["test-app", "search_catalog"]
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)
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expected_query = (
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'(customer data) AND projectid="test-project" AND system=BIGQUERY'
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)
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self.mock_search_request.assert_called_once_with(
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name=f"projects/{project_id}/locations/us",
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query=expected_query,
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page_size=10,
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semantic_search=True,
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)
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self.mock_dataplex_client.search_entries.assert_called_once_with(
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request=self.mock_search_request.return_value
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)
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def test_search_catalog_no_project_id(self):
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"""Test search_catalog with missing project_id."""
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result = search_tool.search_catalog(
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prompt="test",
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project_id="",
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credentials=_mock_creds(),
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settings=_mock_settings(),
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location="us",
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)
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self.assertEqual(result["status"], "ERROR")
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self.assertIn("project_id must be provided", result["error_details"])
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self.mock_get_dataplex_client.assert_not_called()
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def test_search_catalog_api_error(self):
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"""Test search_catalog handling API exceptions."""
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self.mock_dataplex_client.search_entries.side_effect = (
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api_exceptions.BadRequest("Invalid query")
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)
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result = search_tool.search_catalog(
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prompt="test",
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project_id="test-project",
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credentials=_mock_creds(),
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settings=_mock_settings(),
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location="us",
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)
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self.assertEqual(result["status"], "ERROR")
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self.assertIn(
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"Dataplex API Error: 400 Invalid query", result["error_details"]
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)
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def test_search_catalog_other_exception(self):
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"""Test search_catalog handling unexpected exceptions."""
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self.mock_get_dataplex_client.side_effect = Exception(
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"Something went wrong"
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)
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result = search_tool.search_catalog(
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prompt="test",
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project_id="test-project",
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credentials=_mock_creds(),
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settings=_mock_settings(),
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location="us",
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)
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self.assertEqual(result["status"], "ERROR")
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self.assertIn("Something went wrong", result["error_details"])
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@parameterized.named_parameters(
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("project_filter", "p", ["proj1"], None, None, 'projectid="proj1"'),
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(
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"multi_project_filter",
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"p",
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["p1", "p2"],
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None,
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None,
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'(projectid="p1" OR projectid="p2")',
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),
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("type_filter", "p", None, None, ["TABLE"], 'type="TABLE"'),
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(
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"multi_type_filter",
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"p",
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None,
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None,
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["TABLE", "DATASET"],
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'(type="TABLE" OR type="DATASET")',
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),
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(
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"project_and_dataset_filters",
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"inventory",
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["proj1", "proj2"],
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["dsetA"],
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None,
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(
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'(projectid="proj1" OR projectid="proj2") AND'
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' (linked_resource:"//bigquery.googleapis.com/projects/proj1/datasets/dsetA/*"'
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' OR linked_resource:"//bigquery.googleapis.com/projects/proj2/datasets/dsetA/*")'
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),
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),
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)
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def test_search_catalog_query_construction(
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self, prompt, project_ids, dataset_ids, types, expected_query_part
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):
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"""Test different query constructions based on filters."""
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search_tool.search_catalog(
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prompt=prompt,
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project_id="test-project",
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credentials=_mock_creds(),
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settings=_mock_settings(),
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location="us",
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project_ids_filter=project_ids,
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dataset_ids_filter=dataset_ids,
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types_filter=types,
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)
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self.mock_search_request.assert_called_once()
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_, kwargs = self.mock_search_request.call_args
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query = kwargs["query"]
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if prompt:
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assert f"({prompt})" in query
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assert "system=BIGQUERY" in query
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assert expected_query_part in query
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def test_search_catalog_no_app_name(self):
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"""Test search_catalog when settings.application_name is None."""
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creds = _mock_creds()
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settings = _mock_settings(app_name=None)
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search_tool.search_catalog(
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prompt="test",
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project_id="test-project",
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credentials=creds,
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settings=settings,
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location="us",
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)
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self.mock_get_dataplex_client.assert_called_once_with(
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credentials=creds, user_agent=[None, "search_catalog"]
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)
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def test_search_catalog_multi_project_filter_semantic(self):
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"""Test semantic search with a multi-project filter."""
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creds = _mock_creds()
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settings = _mock_settings()
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prompt = "What datasets store user profiles?"
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project_id = "main-project"
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project_filters = ["user-data-proj", "shared-infra-proj"]
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location = "global"
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self.mock_dataplex_client.search_entries.return_value = (
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_mock_search_entries_response([])
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)
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search_tool.search_catalog(
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prompt=prompt,
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project_id=project_id,
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credentials=creds,
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settings=settings,
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location=location,
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project_ids_filter=project_filters,
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types_filter=["DATASET"],
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)
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expected_query = (
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f"({prompt}) AND "
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'(projectid="user-data-proj" OR projectid="shared-infra-proj") AND '
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'type="DATASET" AND system=BIGQUERY'
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)
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self.mock_search_request.assert_called_once_with(
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name=f"projects/{project_id}/locations/{location}",
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query=expected_query,
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page_size=10,
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semantic_search=True,
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)
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self.mock_dataplex_client.search_entries.assert_called_once()
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def test_search_catalog_natural_language_semantic(self):
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"""Test natural language prompts with semantic search enabled and check output."""
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creds = _mock_creds()
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settings = _mock_settings()
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prompt = "Find tables about football matches"
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project_id = "sports-analytics"
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location = "europe-west1"
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# Mock the results that the API would return for this semantic query
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mock_api_results = [
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{
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"name": (
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"projects/sports-analytics/locations/europe-west1/entryGroups/@bigquery/entries/fb1"
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),
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"display_name": "uk_football_premiership",
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"entry_type": (
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"projects/655216118709/locations/global/entryTypes/bigquery-table"
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),
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"linked_resource": (
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"//bigquery.googleapis.com/projects/sports-analytics/datasets/uk/tables/premiership"
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),
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"description": "Stats for UK Premier League matches.",
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"location": "europe-west1",
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},
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{
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"name": (
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"projects/sports-analytics/locations/europe-west1/entryGroups/@bigquery/entries/fb2"
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),
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"display_name": "serie_a_matches",
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"entry_type": (
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"projects/655216118709/locations/global/entryTypes/bigquery-table"
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),
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"linked_resource": (
|
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"//bigquery.googleapis.com/projects/sports-analytics/datasets/italy/tables/serie_a"
|
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),
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"description": "Italian Serie A football results.",
|
||||
"location": "europe-west1",
|
||||
},
|
||||
]
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||||
self.mock_dataplex_client.search_entries.return_value = (
|
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_mock_search_entries_response(mock_api_results)
|
||||
)
|
||||
|
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result = search_tool.search_catalog(
|
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prompt=prompt,
|
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project_id=project_id,
|
||||
credentials=creds,
|
||||
settings=settings,
|
||||
location=location,
|
||||
)
|
||||
|
||||
with self.subTest("Query Construction"):
|
||||
# Assert the request was made as expected
|
||||
expected_query = (
|
||||
f'({prompt}) AND projectid="{project_id}" AND system=BIGQUERY'
|
||||
)
|
||||
self.mock_search_request.assert_called_once_with(
|
||||
name=f"projects/{project_id}/locations/{location}",
|
||||
query=expected_query,
|
||||
page_size=10,
|
||||
semantic_search=True,
|
||||
)
|
||||
self.mock_dataplex_client.search_entries.assert_called_once()
|
||||
|
||||
with self.subTest("Response Processing"):
|
||||
# Assert the output is processed correctly
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||||
self.assertEqual(result["status"], "SUCCESS")
|
||||
self.assertLen(result["results"], 2)
|
||||
self.assertEqual(
|
||||
result["results"][0]["display_name"], "uk_football_premiership"
|
||||
)
|
||||
self.assertEqual(result["results"][1]["display_name"], "serie_a_matches")
|
||||
self.assertIn("UK Premier League", result["results"][0]["description"])
|
||||
|
||||
def test_search_catalog_default_location(self):
|
||||
"""Test search_catalog fallback to global location when None is provided."""
|
||||
creds = _mock_creds()
|
||||
settings = _mock_settings()
|
||||
# settings.location is None by default
|
||||
|
||||
self.mock_dataplex_client.search_entries.return_value = (
|
||||
_mock_search_entries_response([])
|
||||
)
|
||||
|
||||
search_tool.search_catalog(
|
||||
prompt="test",
|
||||
project_id="test-project",
|
||||
credentials=creds,
|
||||
settings=settings,
|
||||
)
|
||||
|
||||
self.mock_search_request.assert_called_once()
|
||||
_, kwargs = self.mock_search_request.call_args
|
||||
name_arg = kwargs["name"]
|
||||
self.assertIn("locations/global", name_arg)
|
||||
|
||||
def test_search_catalog_settings_location(self):
|
||||
"""Test search_catalog uses settings.location when provided."""
|
||||
creds = _mock_creds()
|
||||
settings = BigQueryToolConfig(location="eu")
|
||||
|
||||
self.mock_dataplex_client.search_entries.return_value = (
|
||||
_mock_search_entries_response([])
|
||||
)
|
||||
|
||||
search_tool.search_catalog(
|
||||
prompt="test",
|
||||
project_id="test-project",
|
||||
credentials=creds,
|
||||
settings=settings,
|
||||
)
|
||||
|
||||
self.mock_search_request.assert_called_once()
|
||||
_, kwargs = self.mock_search_request.call_args
|
||||
name_arg = kwargs["name"]
|
||||
self.assertIn("locations/eu", name_arg)
|
||||
Reference in New Issue
Block a user