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image_multithreading_dowload.py
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image_multithreading_dowload.py
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import os
import requests
from requests.adapters import HTTPAdapter
from requests.packages.urllib3.util.retry import Retry
import time
import queue
from threading import Thread
SAVE_DIR = r'C:\Users\Moondra\Desktop\TEMP\Puppy_threading'
def decorator_function(func):
def wrapper(*args,**kwargs):
session = requests.Session()
retry = Retry(connect=0, backoff_factor=0.2)
adapter = HTTPAdapter(max_retries=retry)
session.mount('http://', adapter)
session.mount('https://', adapter)
return func(*args, session = session, **kwargs)
return wrapper
#Using threading:
image_count = 0
#optional decorator_function
#@decorator_function
def download_image(SAVE_DIR,q, session = None):
global image_count
if not session:
session = requests.Session()
while not q.empty():
try:
r = session.get(q.get(block = False))
except (requests.exceptions.RequestException, UnicodeError) as e:
print(e)
image_count += 1
q.task_done()
continue
image_count += 1
q.task_done()
print('image', image_count)
with open(os.path.join(
SAVE_DIR, 'image_{}.jpg'.format(image_count)),
'wb') as f:
f.write(r.content)
q =queue.Queue()
with open(r'C:\Users\Moondra\Desktop\puppies.txt', 'rt') as f:
for i in range(200):
line = f.readline()
q.put(line.strip())
print(q.qsize())
threads = []
start = time.time()
for i in range(20):
t = Thread(target = download_image,
args = (SAVE_DIR,q))
#t.setDaemon(True)
threads.append(t)
t.start()
q.join()
for t in threads:
t.join()
print(t.name, 'has joined')
end = time.time()
print('time taken: {:.4f}'.format(end - start))
#time taken: 7.4640
#time taken: 5.0860