From dedbfac3380ba4bb43fb39837bd6e29015050f29 Mon Sep 17 00:00:00 2001 From: Sheepsta300 <128811766+Sheepsta300@users.noreply.github.com> Date: Thu, 17 Oct 2024 23:00:22 +0000 Subject: [PATCH] Add tests and extra dependencies --- libs/community/extended_testing_deps.txt | 1 + .../tools/azure_ai_services/image_analysis.py | 2 +- libs/community/tests/examples/building.jpg | Bin 0 -> 1161368 bytes .../azure_ai_services/test_image_analysis.py | 127 ++++++++++++++++++ 4 files changed, 129 insertions(+), 1 deletion(-) create mode 100644 libs/community/tests/examples/building.jpg create mode 100644 libs/community/tests/unit_tests/tools/azure_ai_services/test_image_analysis.py diff --git a/libs/community/extended_testing_deps.txt b/libs/community/extended_testing_deps.txt index 3cdf3d52c632a..409218cd9110a 100644 --- a/libs/community/extended_testing_deps.txt +++ b/libs/community/extended_testing_deps.txt @@ -7,6 +7,7 @@ atlassian-python-api>=3.36.0,<4 azure-ai-documentintelligence>=1.0.0b1,<2 azure-identity>=1.15.0,<2 azure-search-documents==11.4.0 +azure.ai.vision.imageanalysis>=1.0.0b3 beautifulsoup4>=4,<5 bibtexparser>=1.4.0,<2 cassio>=0.1.6,<0.2 diff --git a/libs/community/langchain_community/tools/azure_ai_services/image_analysis.py b/libs/community/langchain_community/tools/azure_ai_services/image_analysis.py index aa32ac8b76aaf..c3292cff6b860 100644 --- a/libs/community/langchain_community/tools/azure_ai_services/image_analysis.py +++ b/libs/community/langchain_community/tools/azure_ai_services/image_analysis.py @@ -25,7 +25,7 @@ class AzureAiServicesImageAnalysisTool(BaseTool): azure_ai_services_key (Optional[str]): The API key for Azure AI Services. azure_ai_services_endpoint (Optional[str]): The endpoint URL for Azure AI Services. visual_features Any: The visual features to analyze in the image, can be set as - either strings or VisualFeatures. + either strings or azure.ai.vision.imageanalysis.models.VisualFeatures. (e.g. 'TAGS', VisualFeatures.CAPTION). image_analysis_client (Any): The client for interacting with Azure AI Services Image Analysis. diff --git a/libs/community/tests/examples/building.jpg b/libs/community/tests/examples/building.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0dd5cca8946767f0078420dfdc37d171a4dc8207 GIT binary patch literal 1161368 zcmbTe33wA#8z_8cIs?gsB@NRE$TE!$OyU#-Wv68l8fX)hNla@BSkgi$JF@RMjg6L~ zP->bY>ol~|1tpEhzO+b1TUG%9kwvi-WS33KcHb%A{l4%1&vWnp|M&D^a%SetnRDKK z8(y4waS5rdLz0Fd498F+{Gk_rv~VR29z05L3>%X4wgq7rLM;;C9zSI&u109`l$p~V zL(PmUbvV=f2*QyPHA6iRN*_Jr!*|{r;zZDrEQ6UDFi7tIr#<`y!AuC9h)on2=0Df} zKlLIi<6LYM%f-yGwaF&g^W(4RDC=7;k2JJ6>yCdz%Bko(hNfzWR&_cLGixu!8M z`@GyAGkMAw7$dLw!!eV`$o&J*&zU{T1O14%q5sM3@t!%*KMDPqNwX%8hyFj%rzd;T zXCOqhkgw15j2;L5H=y5Qy3;Wj`U4SCw8;Fge#U?GXL{zsIuRN?^}~77$7hb4$*`jh zOpkv3`Z9^0Ig>myXT}QYqbH_MAHxiuI{Cx&Df19|xo7z)q>*9E0FZn4=-0buiL!9{sQVXk~gCH*@BP{kwOcGiOe>@t)D$WPtv={l5%Z2)IXq)M(>+t*RVhGa 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mocker.patch("azure.ai.vision.imageanalysis.ImageAnalysisClient", autospec=True) + mocker.patch("azure.core.credentials.AzureKeyCredential", autospec=True) + + key = "key" + endpoint = "endpoint" + + tool = AzureAiServicesImageAnalysisTool( + azure_ai_services_key=key, azure_ai_services_endpoint=endpoint + ) + assert tool.azure_ai_services_key == key + assert tool.azure_ai_services_endpoint == endpoint + + +@pytest.mark.requires("azure.ai.vision.imageanalysis") +def test_local_image_analysis(mocker: Any) -> None: + key = "key" + endpoint = "endpoint" + + mocker.patch("azure.ai.vision.imageanalysis.ImageAnalysisClient", autospec=True) + mocker.patch("azure.core.credentials.AzureKeyCredential", autospec=True) + mocker.patch( + "langchain_community.tools.azure_ai_services.utils.detect_file_src_type", + return_value="local", + ) + + tool = AzureAiServicesImageAnalysisTool( + azure_ai_services_key=key, + azure_ai_services_endpoint=endpoint, + visual_features=["CAPTION"], + ) + + mock_content_client = mocker.Mock() + mock_content_client.analyze.return_value = mocker.Mock() + mock_content_client.analyze.return_value.caption.text = "A building corner." + + mock_content_client.analyze.return_value.objects = None + mock_content_client.analyze.return_value.tags = None + mock_content_client.analyze.return_value.read = None + mock_content_client.analyze.return_value.dense_captions = None + mock_content_client.analyze.return_value.smart_crops = None + mock_content_client.analyze.return_value.people = None + + tool.image_analysis_client = mock_content_client + + input = building_path + output = "Caption: A building corner." + + result = tool._run(input) + assert result == output + + +@pytest.mark.requires("azure.ai.vision.imageanalysis") +def test_local_image_different_features(mocker: Any) -> None: + key = "key" + endpoint = "endpoint" + + mocker.patch("azure.ai.vision.imageanalysis.ImageAnalysisClient", autospec=True) + mocker.patch("azure.core.credentials.AzureKeyCredential", autospec=True) + mocker.patch( + "langchain_community.tools.azure_ai_services.utils.detect_file_src_type", + return_value="local", + ) + + tool = AzureAiServicesImageAnalysisTool( + azure_ai_services_key=key, + azure_ai_services_endpoint=endpoint, + visual_features=["PEOPLE", "CAPTION", "SMARTCROPS"], + ) + + mock_content_client = mocker.Mock() + mock_content_client.analyze.return_value = mocker.Mock() + mock_content_client.analyze.return_value.caption.text = "A building corner." + + mock_content_client.analyze.return_value.objects = None + mock_content_client.analyze.return_value.tags = None + mock_content_client.analyze.return_value.read = None + mock_content_client.analyze.return_value.dense_captions = None + + mock_smart_crops = mocker.MagicMock() + mock_smart_crops.list = [ + {"aspectRatio": 1.97, "boundingBox": {"x": 43, "y": 24, "w": 853, "h": 432}} + ] + mock_smart_crops.__len__.return_value = 1 + mock_content_client.analyze.return_value.smart_crops = mock_smart_crops + + mock_people = mocker.MagicMock() + mock_people.list = [ + { + "boundingBox": {"x": 454, "y": 44, "w": 408, "h": 531}, + "confidence": 0.9601945281028748, + }, + ] + mock_people.__len__.return_value = 1 + mock_content_client.analyze.return_value.people = mock_people + + tool.image_analysis_client = mock_content_client + + input = building_path + output = ( + "Caption: A building corner.\n" + "Smart Crops: {'aspectRatio': 1.97," + " 'boundingBox': {'x': 43, 'y': 24, 'w': 853, 'h': 432}}\n" + "People: {'boundingBox': {'x': 454, 'y': 44, 'w': 408, 'h': 531}," + " 'confidence': 0.9601945281028748}" + ) + + result = tool._run(input) + assert result == output

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