187 lines
8.6 KiB
Python
187 lines
8.6 KiB
Python
# Copyright (c) Microsoft. All rights reserved.
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from unittest.mock import AsyncMock, patch
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import pytest
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from httpx import HTTPStatusError, RequestError, Response
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from semantic_kernel.connectors.google_search import (
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GoogleSearch,
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GoogleSearchInformation,
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GoogleSearchResponse,
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GoogleSearchResult,
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)
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from semantic_kernel.data.text_search import TextSearchResult
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from semantic_kernel.exceptions import ServiceInitializationError, ServiceInvalidRequestError
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@pytest.fixture
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def google_search(google_search_unit_test_env):
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"""Fixture to return a GoogleSearch instance with valid settings."""
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return GoogleSearch()
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async def test_google_search_init_success(google_search) -> None:
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"""Test that GoogleSearch successfully initializes with valid parameters."""
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# Should not raise any exception
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assert google_search.settings.api_key.get_secret_value() == "test_api_key"
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assert google_search.settings.engine_id == "test_id"
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@pytest.mark.parametrize("exclude_list", [["GOOGLE_SEARCH_API_KEY"]], indirect=True)
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async def test_google_search_init_validation_error(google_search_unit_test_env) -> None:
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"""Test that GoogleSearch raises ServiceInitializationError when GoogleSearchSettings creation fails."""
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with pytest.raises(ServiceInitializationError):
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GoogleSearch(env_file_path="invalid.env")
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async def test_google_search_top_greater_than_10_raises_error(google_search) -> None:
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"""Test that passing a top value greater than 10 raises ServiceInvalidRequestError."""
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with pytest.raises(ServiceInvalidRequestError) as exc:
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await google_search.search(query="test query", top=11)
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assert "count value must be less than or equal to 10." in str(exc.value)
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async def test_google_search_no_items_in_response(google_search) -> None:
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"""Test that when the response has no items, search results yield nothing."""
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mock_response = GoogleSearchResponse(items=None)
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# We'll mock _inner_search to return our mock_response
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with patch.object(google_search, "_inner_search", new=AsyncMock(return_value=mock_response)):
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result = await google_search.search("test")
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# Extract all items from the AsyncIterable
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items = [item async for item in result.results]
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assert len(items) == 0
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async def test_google_search_partial_items_in_response(google_search) -> None:
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"""Test that snippets are properly returned in search results."""
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snippet_1 = "Snippet 1"
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snippet_2 = "Snippet 2"
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item_1 = GoogleSearchResult(snippet=snippet_1)
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item_2 = GoogleSearchResult(snippet=snippet_2)
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mock_response = GoogleSearchResponse(items=[item_1, item_2])
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with patch.object(google_search, "_inner_search", new=AsyncMock(return_value=mock_response)):
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result = await google_search.search("test")
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items = [item async for item in result.results]
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assert len(items) == 2
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assert items[0] == snippet_1
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assert items[1] == snippet_2
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async def test_google_search_request_http_status_error(google_search) -> None:
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"""Test that HTTP status errors raise ServiceInvalidRequestError."""
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# Mock the AsyncClient.get call to raise HTTPStatusError
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with patch(
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"httpx.AsyncClient.get",
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new=AsyncMock(side_effect=HTTPStatusError("Error", request=None, response=Response(status_code=400))),
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):
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with pytest.raises(ServiceInvalidRequestError) as exc:
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await google_search.search("query")
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assert "Failed to get search results." in str(exc.value)
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async def test_google_search_request_error(google_search) -> None:
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"""Test that request errors raise ServiceInvalidRequestError."""
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# Mock the AsyncClient.get call to raise RequestError
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with patch("httpx.AsyncClient.get", new=AsyncMock(side_effect=RequestError("Client error"))):
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with pytest.raises(ServiceInvalidRequestError) as exc:
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await google_search.search("query")
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assert "A client error occurred while getting search results." in str(exc.value)
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async def test_google_search_unexpected_error(google_search) -> None:
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"""Test that unexpected exceptions raise ServiceInvalidRequestError."""
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# Mock the AsyncClient.get call to raise a random exception
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with patch("httpx.AsyncClient.get", new=AsyncMock(side_effect=Exception("Random error"))):
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with pytest.raises(ServiceInvalidRequestError) as exc:
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await google_search.search("query")
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assert "An unexpected error occurred while getting search results." in str(exc.value)
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async def test_get_text_search_results(google_search) -> None:
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"""Test that get_text_search_results returns TextSearchResults that contain name, value, and link."""
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item_1 = GoogleSearchResult(title="Title1", snippet="Snippet1", link="Link1")
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item_2 = GoogleSearchResult(title="Title2", snippet="Snippet2", link="Link2")
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mock_response = GoogleSearchResponse(items=[item_1, item_2])
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with patch.object(google_search, "_inner_search", new=AsyncMock(return_value=mock_response)):
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result = await google_search.search("test", output_type=TextSearchResult)
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items = [item async for item in result.results]
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assert len(items) == 2
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assert items[0].name == "Title1"
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assert items[0].value == "Snippet1"
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assert items[0].link == "Link1"
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assert items[1].name == "Title2"
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assert items[1].value == "Snippet2"
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assert items[1].link == "Link2"
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async def test_get_search_results(google_search) -> None:
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"""Test that get_search_results returns GoogleSearchResult items directly."""
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item_1 = GoogleSearchResult(title="Title1", snippet="Snippet1", link="Link1")
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item_2 = GoogleSearchResult(title="Title2", snippet="Snippet2", link="Link2")
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mock_response = GoogleSearchResponse(items=[item_1, item_2])
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with patch.object(google_search, "_inner_search", new=AsyncMock(return_value=mock_response)):
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result = await google_search.search("test", output_type="Any")
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items = [item async for item in result.results]
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assert len(items) == 2
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assert items[0].title == "Title1"
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assert items[1].link == "Link2"
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async def test_google_search_includes_total_count(google_search) -> None:
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"""Test that total_count is included if include_total_count is True."""
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search_info = GoogleSearchInformation(
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searchTime=0.23, totalResults="42", formattedSearchTime="0.23s", formattedTotalResults="42"
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)
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mock_response = GoogleSearchResponse(search_information=search_info, items=None)
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with patch.object(google_search, "_inner_search", new=AsyncMock(return_value=mock_response)):
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result = await google_search.search(query="test query", include_total_count=True)
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assert result.total_count == 42
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# if we set it to false, total_count should be None
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result_no_count = await google_search.search(query="test query", include_total_count=False)
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assert result_no_count.total_count is None
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@pytest.mark.parametrize(
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"filter_lambda,expected",
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[
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("lambda x: x.cr == 'US'", [{"cr": "US"}]),
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("lambda x: x.dateRestrict == 'd7'", [{"dateRestrict": "d7"}]),
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("lambda x: x.fileType == 'pdf'", [{"fileType": "pdf"}]),
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("lambda x: x.lr == 'lang_en'", [{"lr": "lang_en"}]),
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("lambda x: x.orTerms == 'foo bar'", [{"orTerms": "foo+bar"}]),
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("lambda x: x.siteSearch == 'example.com'", [{"siteSearch": "example.com"}]),
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("lambda x: x.siteSearchFilter == 'e'", [{"siteSearchFilter": "e"}]),
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("lambda x: x.rights == 'cc_publicdomain'", [{"rights": "cc_publicdomain"}]),
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("lambda y: y.rights == 'cc_publicdomain'", [{"rights": "cc_publicdomain"}]),
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("lambda x: x.hl == 'en'", [{"hl": "en"}]),
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("lambda x: x.filter == '1'", [{"filter": "1"}]),
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("lambda x: x.cr == 'US' and x.lr == 'lang_en'", [{"cr": "US"}, {"lr": "lang_en"}]),
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(lambda x: x.cr == "US" and x.lr == "lang_en", [{"cr": "US"}, {"lr": "lang_en"}]),
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("x.cr == 'US'", [{"cr": "US"}]),
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],
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)
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def test_parse_filter_lambda_valid(google_search, filter_lambda, expected):
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assert google_search._parse_filter_lambda(filter_lambda) == expected
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@pytest.mark.parametrize(
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"filter_lambda,exception_type",
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[
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("lambda x: x.cr != 'US'", NotImplementedError),
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("lambda x: x.cr == y", NotImplementedError),
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("lambda x: x.cr == None", NotImplementedError),
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("lambda x: x.cr > 'US'", NotImplementedError),
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("lambda x: x.unknown == 'foo'", ValueError),
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("lambda x: x.cr == 'US' or x.lr == 'lang_en'", NotImplementedError),
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],
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)
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def test_parse_filter_lambda_invalid(google_search, filter_lambda, exception_type):
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with pytest.raises(exception_type):
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google_search._parse_filter_lambda(filter_lambda)
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