mapillary_download/mapillary_download.py

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import requests
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from requests.adapters import HTTPAdapter
from requests.adapters import Retry
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import json
import os
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import concurrent.futures
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import argparse
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from datetime import datetime
import writer
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from model import PictureType
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import sys
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session = requests.Session()
retries_strategies = Retry(
total=5,
backoff_factor=1,
status_forcelist=[429,502, 503, 504],
)
session.mount('https://', HTTPAdapter(max_retries=retries_strategies))
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def parse_args(argv =None):
parser = argparse.ArgumentParser()
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parser.add_argument('access_token', type=str, help='Your mapillary access token')
parser.add_argument('--sequence_ids', type=str, nargs='*', help='The mapillary sequence id(s) to download')
parser.add_argument('--image_ids', type=int, nargs='*', help='The mapillary image id(s) to get their sequence id(s)')
parser.add_argument('--destination', type=str, default='data', help='Path destination for the images')
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parser.add_argument('--image_limit', type=int, default=None, help='How many images you want to download')
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parser.add_argument('--overwrite', default=False, action='store_true', help='overwrite existing images')
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parser.add_argument("-v", "--version", action="version", version="release 1.0")
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args = parser.parse_args(argv)
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if args.sequence_ids is None and args.image_ids is None:
parser.error("Please enter at least one sequence id or image id")
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return args
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def download(url, filepath, metadata=None):
#print(asizeof.asizeof(image)/1024, "MB")
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with open(str(filepath), "wb") as f:
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r = session.get(url, stream=True, timeout=6)
image = write_exif(r.content, metadata)
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f.write(image)
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print("{} downloaded".format(filepath))
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def get_single_image_data(image_id, mly_header):
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req_url = 'https://graph.mapillary.com/{}?fields=thumb_original_url,altitude,camera_type,captured_at,compass_angle,geometry,exif_orientation,sequence'.format(image_id)
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r = session.get(req_url, headers=mly_header)
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data = r.json()
return data
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def get_image_data_from_sequences(sequences_id, mly_header):
for i,sequence_id in enumerate(sequences_id):
url = 'https://graph.mapillary.com/image_ids?sequence_id={}'.format(sequence_id)
r = requests.get(url, headers=header)
data = r.json()
image_ids = data['data']
total_image = len(image_ids)
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print("{} images in sequence {} of {} - id : {}".format(total_image, i+1, len(sequences_id), sequence_id))
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print('getting images data')
for x in range(0, total_image):
image_id = image_ids[x]['id']
image_data = get_single_image_data(image_id, mly_header)
image_data['sequence_id'] = sequence_id
yield image_data
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def get_image_data_from_sequences__future(sequences_id, mly_header):
for i,sequence_id in enumerate(sequences_id):
url = 'https://graph.mapillary.com/image_ids?sequence_id={}'.format(sequence_id)
r = requests.get(url, headers=header)
data = r.json()
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if data.get('data') == []:
print("Empty or wrong sequence {} of {} - id : {}".format(i+1, len(sequences_id), sequence_id))
continue
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image_ids = data['data']
total_image = len(image_ids)
print("{} images in sequence {} of {} - id : {}".format(total_image, i+1, len(sequences_id), sequence_id))
print('getting images data')
with concurrent.futures.ThreadPoolExecutor(max_workers=10) as executor:
future_to_url = {}
for x in range(0, total_image):
image_id = image_ids[x]['id']
future_to_url[executor.submit(get_single_image_data, image_id, mly_header)] = image_id
for future in concurrent.futures.as_completed(future_to_url):
url = future_to_url[future]
image_data = future.result()
image_data['sequence_id'] = sequence_id
#print(image_data)
yield image_data
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def write_exif(picture, img_metadata):
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'''
Write exif metadata
'''
#{'thumb_original_url': 'https://scontent-cdg4-2.xx.fbcdn.net/m1/v/t6/An9Zy2SrH9vXJIF01QkBODyUbg7XSKfwL48UwHyvihSwvECGjVbG0vSw9uhxe2-Dq-k2eUcigb83buO6zo-7eVbykfp5aQIe1kgd-MJr66nU_H-o_mwBLZXgVbj5I_5WX-C9c6FxJruHkV962F228O0?ccb=10-5&oh=00_AfDOKD869DxL-4ZNCbVo8Rn29vsc0JyjMAU2ctx4aAFVMQ&oe=65256C25&_nc_sid=201bca',
# 'captured_at': 1603459736644, 'geometry': {'type': 'Point', 'coordinates': [2.5174596904057, 48.777089857534]}, 'id': '485924785946693'}
with writer.Writer(picture) as image:
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image.add_datetimeoriginal(img_metadata)
image.add_lat_lon(img_metadata)
image.add_altitude(img_metadata)
image.add_direction(img_metadata)
image.apply()
updated_image = image.get_Bytes()
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return updated_image
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if __name__ == '__main__':
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args = parse_args()
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sequence_ids= args.sequence_ids if args.sequence_ids is not None else []
images_ids = args.image_ids
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access_token = args.access_token
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images_data = []
header = {'Authorization' : 'OAuth {}'.format(access_token)}
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if images_ids:
for image_id in images_ids:
image_data = get_single_image_data(image_id, header)
if 'error' in image_data:
print("data : ", image_data)
print("something wrong happened ! Please check your image id and/or your connection")
sys.exit()
else:
sequence_ids.append(image_data.get('sequence'))
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#for i,image_data in enumerate(get_image_data_from_sequences(sequence_ids, header)):
for i,image_data in enumerate(get_image_data_from_sequences__future(sequence_ids, header)):
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if args.image_limit is not None and i >= args.image_limit:
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break
if 'error' in image_data:
print("data : ", image_data)
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print("something wrong happened ! Please check your token and/or your connection")
sys.exit()
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images_data.append(image_data)
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#sys.exit()
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print('downloading.. this process will take a while. please wait')
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with concurrent.futures.ThreadPoolExecutor(max_workers=4) as executor:
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for i,image_data in enumerate(images_data):
# create a folder for each unique sequence ID to group images by sequence
path_destination = os.path.join(args.destination, image_data['sequence_id'])
if not os.path.exists(path_destination):
os.makedirs(path_destination)
date_time_image_filename = datetime.utcfromtimestamp(int(image_data['captured_at'])/1000).strftime('%Y-%m-%d_%HH%Mmn%Ss%f')[:-3] + '.jpg'
path = os.path.join(path_destination, date_time_image_filename)
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img_metadata = writer.PictureMetadata(
capture_time = datetime.utcfromtimestamp(int(image_data['captured_at'])/1000),
longitude = image_data['geometry']['coordinates'][0],
latitude = image_data['geometry']['coordinates'][1],
picture_type = PictureType("equirectangular") if image_data['camera_type'] == 'spherical' else None,
direction = image_data['compass_angle'],
altitude = image_data['altitude'],
)
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image_exists = os.path.exists(path)
if not args.overwrite and image_exists:
print("{} already exists. Skipping ".format(path))
continue
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executor.submit(download, url=image_data['thumb_original_url'], filepath=path, metadata=img_metadata)