Created
February 7, 2019 05:41
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import random | |
from queue import Queue | |
from threading import Thread | |
import boto | |
# A thread that produces data | |
def producer(out_q, num_threads): | |
print("Producer started") | |
s3 = boto.connect_s3() | |
bucket = s3.get_bucket("somebucket") | |
chunk_counter = 0 #this is simply a nice to have | |
keys = [] | |
for key in bucket.list_versions(): | |
keys.append(key) | |
if len(keys) > 999: | |
batch = {} | |
batch['num'] = chunk_counter | |
batch['keys'] = keys | |
out_q.put(batch) | |
chunk_counter += 1 | |
keys = [] | |
print("Sent another 1000 done.... {n} chunks so far".format(n=chunk_counter)) | |
# stop workers | |
for i in range(num_threads): | |
q.put(None) | |
# A thread that consumes data | |
def consumer(in_q): | |
print("Consumer started") | |
s3 = boto.connect_s3() | |
bucket = s3.get_bucket("somebucket") | |
while True: | |
# Get some data | |
batch = in_q.get() | |
if batch is None: | |
break | |
bucket.delete_keys(batch['keys']) | |
print("Batch {} deleted".format(batch['num'])) | |
# gogogo | |
num_worker_threads = 20 | |
q = Queue() | |
threads = [] | |
for i in range(num_worker_threads): | |
t = Thread(target=consumer, args=(q,)) | |
t.start() | |
threads.append(t) | |
tp = Thread(target=producer, args=(q,num_worker_threads)) | |
tp.start() | |
for t in threads: | |
t.join() | |
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