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# ------------------------------------
# Copyright (c) Microsoft Corporation.
# Licensed under the MIT License.
# ------------------------------------
import inspect
import azure.ai.vision.imageanalysis as sdk
from image_analysis_test_base import ImageAnalysisTestBase, ServicePreparer
from devtools_testutils.aio import recorded_by_proxy_async
# The test class name needs to start with "Test" to get collected by pytest
class TestImageAnalysisAsyncClient(ImageAnalysisTestBase):
# **********************************************************************************
#
# HAPPY PATH TESTS
#
# **********************************************************************************
# Test all visual features from a local image, using default settings
@ServicePreparer()
@recorded_by_proxy_async
async def test_analyze_async_all_features_from_file(self, **kwargs):
self._create_client_for_standard_analysis(sync=False, **kwargs)
await self._do_async_analysis(
image_source=self.IMAGE_FILE,
visual_features=[
sdk.models.VisualFeatures.TAGS,
sdk.models.VisualFeatures.OBJECTS,
sdk.models.VisualFeatures.CAPTION,
sdk.models.VisualFeatures.DENSE_CAPTIONS,
sdk.models.VisualFeatures.READ,
sdk.models.VisualFeatures.SMART_CROPS,
sdk.models.VisualFeatures.PEOPLE,
],
**kwargs
)
await self.async_client.close()
# Test some visual features, one after the other, from image URL, with relevant settings specified
@ServicePreparer()
@recorded_by_proxy_async
async def test_analyze_async_single_feature_from_url(self, **kwargs):
self._create_client_for_standard_analysis(sync=False, **kwargs)
await self._do_async_analysis(
image_source=self.IMAGE_URL,
visual_features=[sdk.models.VisualFeatures.DENSE_CAPTIONS],
gender_neutral_caption=True,
**kwargs
)
await self._do_async_analysis(
image_source=self.IMAGE_URL,
visual_features=[sdk.models.VisualFeatures.SMART_CROPS],
smart_crops_aspect_ratios=[0.9, 1.33],
**kwargs
)
await self._do_async_analysis(
image_source=self.IMAGE_URL, visual_features=[sdk.models.VisualFeatures.TAGS], language="en", **kwargs
)
await self._do_async_analysis(
image_source=self.IMAGE_URL, visual_features=[sdk.models.VisualFeatures.PEOPLE], **kwargs
)
await self.async_client.close()
# Test a single visual feature from an image url, using Entra ID authentication
@ServicePreparer()
@recorded_by_proxy_async
async def test_analyze_async_single_feature_from_file_entra_id_auth(self, **kwargs):
self._create_client_for_standard_analysis_with_entra_id_auth(sync=False, **kwargs)
await self._do_async_analysis(image_source=self.IMAGE_FILE,visual_features=[sdk.models.VisualFeatures.SMART_CROPS], **kwargs)
await self.async_client.close()
# **********************************************************************************
#
# ERROR TESTS
#
# **********************************************************************************
@ServicePreparer()
@recorded_by_proxy_async
async def test_analyze_async_authentication_failure(self, **kwargs):
self._create_client_for_authentication_failure(sync=False, **kwargs)
await self._do_async_analysis_with_error(
image_source=self.IMAGE_URL,
visual_features=[sdk.models.VisualFeatures.TAGS],
expected_status_code=401,
expected_message_contains="Access denied",
**kwargs
)
await self.async_client.close()
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