in functions/detect_labels/main.py [0:0]
def detect_labels(data, context):
if 'data' in data:
request_json = base64.b64decode(data.get('data')).decode()
request = json.loads(request_json)
product_id = request.get('event_context').get('product_id')
product_image = request.get('event_context').get('product_image')
image = vision.types.Image()
image.source.image_uri = 'gs://{}/{}.png'.format(GCS_BUCKET, product_image)
response = vision_client.label_detection(image=image)
labels = response.label_annotations
top_labels = [ label.description for label in labels[:3] ]
product_data = firestore_client.collection('products').document(product_id).get().to_dict()
product_data['labels'] = top_labels
firestore_client.collection('products').document(product_id).set(product_data)
return ''