def check_duplicate()

in usecases/image-processing/dags/image_processing.py [0:0]

• 22 lines of code
• 3 McCabe index (conditional complexity)

def check_duplicate(ds, **kwargs): 

    client = boto3.client('rekognition')
    arg = kwargs['dag_run'].conf
    try:
        response = client.search_faces_by_image(
        
            CollectionId=arg['RekognitionCollectionId'],
            Image={
                "S3Object": {
                    "Bucket": arg['s3Bucket'],
                    "Name": arg['s3Key']
                }
            },
            FaceMatchThreshold=70.0,
            MaxFaces=3
            
        )
        print(response)
        if len(response['FaceMatches']) > 0: #Face already exist
            return "duplicate_face"
        return "parallel_processing"
        # kwargs['ti'].xcom_push(key="FaceDetails", value=response.FaceDetails[0])
    except  Exception as e: 
        print(e)
        return "failure"