client = Algorithmia.client()
TEMP_COLLECTION = 'data://.session/'
BOUNDING_BOX_ALGO = 'util/BoundingBoxOnImage/0.1.x'

def draw_boxes_and_save(image, output_path, box_data):
    request = {}
    remote_image = TEMP_COLLECTION + image.split('/')[-1]
    temp_output = TEMP_COLLECTION + '1' + image.split('/')[-1]
    client.file(remote_image).putFile(image)
    request['imageUrl'] = remote_image
    request['imageSaveUrl'] = temp_output
    request['style'] = 'basic'
    boxes = []
    for box in box_data:
        coords = box['coordinates']
        coordinates = {'left': coords['x0'], 'right': coords['x1'],
                       'top': coords['y0'], 'bottom': coords['y1']}
        text_objects = [{'text': box['label'], 'position': 'top'},
                       {'text': 'score: {}%'.format(box['confidence']), 'position': 'bottom'}]
        boxes.append({'coordinates': coordinates, 'textObjects': text_objects})
    request['boundingBoxes'] = boxes
    temp_image = client.algo(BOUNDING_BOX_ALGO).pipe(request).result['output']
    local_image = client.file(temp_image).getFile().name
    client.file(output_path).putFile(local_image)
    return output_path