def execute(self, context):
hook = CloudVideoIntelligenceHook(gcp_conn_id=self.gcp_conn_id)
operation = hook.annotate_video(
input_uri=self.input_uri,
input_content=self.input_content,
video_context=self.video_context,
location=self.location,
retry=self.retry,
features=[enums.Feature.LABEL_DETECTION],
timeout=self.timeout)
self.log.info("Processing video for label annotations")
result = MessageToDict(operation.result())
self.log.info("Finished processing.")
return result
def execute(self, context):
hook = CloudVideoIntelligenceHook(
gcp_conn_id=self.gcp_conn_id,
impersonation_chain=self.impersonation_chain,
)
operation = hook.annotate_video(
input_uri=self.input_uri,
input_content=self.input_content,
video_context=self.video_context,
location=self.location,
retry=self.retry,
features=[enums.Feature.EXPLICIT_CONTENT_DETECTION],
timeout=self.timeout)
self.log.info("Processing video for explicit content annotations")
result = MessageToDict(operation.result())
self.log.info("Finished processing.")
return result
def setUp(self):
with mock.patch(
"airflow.providers.google.cloud.hooks.video_intelligence.CloudVideoIntelligenceHook.__init__",
new=mock_base_gcp_hook_default_project_id,
):
self.hook = CloudVideoIntelligenceHook(gcp_conn_id="test")
class TestCloudVideoIntelligenceHook(unittest.TestCase):
def setUp(self):
with mock.patch(
"airflow.providers.google.cloud.hooks.video_intelligence.CloudVideoIntelligenceHook.__init__",
new=mock_base_gcp_hook_default_project_id,
):
self.hook = CloudVideoIntelligenceHook(gcp_conn_id="test")
@mock.patch(
"airflow.providers.google.cloud.hooks.video_intelligence.CloudVideoIntelligenceHook.client_info",
new_callable=mock.PropertyMock,
)
@mock.patch(
"airflow.providers.google.cloud.hooks.video_intelligence.CloudVideoIntelligenceHook._get_credentials"
)
@mock.patch(
"airflow.providers.google.cloud.hooks.video_intelligence.VideoIntelligenceServiceClient"
)
def test_video_intelligence_service_client_creation(
self, mock_client, mock_get_creds, mock_client_info):
result = self.hook.get_conn()
mock_client.assert_called_once_with(
credentials=mock_get_creds.return_value,
client_info=mock_client_info.return_value)
self.assertEqual(mock_client.return_value, result)
self.assertEqual(self.hook._conn, result)
@mock.patch(
"airflow.providers.google.cloud.hooks.video_intelligence.CloudVideoIntelligenceHook.get_conn"
)
def test_annotate_video(self, get_conn):
# Given
annotate_video_method = get_conn.return_value.annotate_video
get_conn.return_value.annotate_video.return_value = ANNOTATE_VIDEO_RESPONSE
# When
result = self.hook.annotate_video(input_uri=INPUT_URI,
features=FEATURES)
# Then
self.assertIs(result, ANNOTATE_VIDEO_RESPONSE)
annotate_video_method.assert_called_once_with(
input_uri=INPUT_URI,
input_content=None,
features=FEATURES,
video_context=None,
output_uri=None,
location_id=None,
retry=None,
timeout=None,
metadata=None,
)
@mock.patch(
"airflow.providers.google.cloud.hooks.video_intelligence.CloudVideoIntelligenceHook.get_conn"
)
def test_annotate_video_with_output_uri(self, get_conn):
# Given
annotate_video_method = get_conn.return_value.annotate_video
get_conn.return_value.annotate_video.return_value = ANNOTATE_VIDEO_RESPONSE
# When
result = self.hook.annotate_video(input_uri=INPUT_URI,
output_uri=OUTPUT_URI,
features=FEATURES)
# Then
self.assertIs(result, ANNOTATE_VIDEO_RESPONSE)
annotate_video_method.assert_called_once_with(
input_uri=INPUT_URI,
output_uri=OUTPUT_URI,
input_content=None,
features=FEATURES,
video_context=None,
location_id=None,
retry=None,
timeout=None,
metadata=None,
)
