Created
July 18, 2012 02:01
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# Data set is a large SQL dump. Most lines are around 1MB. | |
# When the chunk size is at a smaller (default) chunk size, CPU jumps ridiculously high. | |
# If the chunk size is even smaller, there is obviously more CPU consumed as a high rate. | |
# When setting the chunk size of 0.5MB or even 1MB, it is smoothed out to a realistic usage. | |
# The obvious bottleneck is around testing each chunk with "splitlines()" | |
import requests | |
res = requests.get('https://s3.amazonaws.com/littlesis/public-data/littlesis-data.sql', prefetch=False) | |
bytes_total = int(res.headers['content-length']) | |
bytes_read = 0 | |
for line in res.iter_lines(10 * 1024): # default chunk size | |
line_len = len(line) | |
bytes_read += line_len | |
print line_len |
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