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When attempting to scrape a lengthy list of links, why does the multiprocessing.Pool.map() function throw a "MaybeEncodingError: Error Sending Results" error?

asked 2023-02-17 11:00:00 +0000

ladyg gravatar image

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answered 2022-03-12 10:00:00 +0000

huitzilopochtli gravatar image

There could be a few reasons why the multiprocessing.Pool.map() function is throwing a "MaybeEncodingError: Error Sending Results" error when attempting to scrape a lengthy list of links:

  1. Memory issues: If the list of links is very large, it may cause memory issues that could result in the error. In this case, you might want to consider breaking up the list into smaller chunks and processing them one at a time.

  2. Data encoding issues: The error message suggests there might be a problem with encoding the results. This can happen if one of the subprocesses is trying to return a result that can't be encoded, such as a complex data structure or an object with circular references.

  3. Network issues: If the links are being accessed over a network, it could be that there are network issues such as congestion, dropped connections, or firewalls that are causing the error. In this case, you might want to try adjusting your network settings or using a different network.

To resolve the error, you can try the following:

  • Use a different function, such as multiprocessing.Pool.imap() or multiprocessing.Pool.imap_unordered() instead of map().
  • Increase the length of the chunks being processed by the Pool.map() function.
  • Modify your code to ensure that any data being returned from subprocesses can be encoded properly.
  • Check for any network issues that could be causing the error.
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Asked: 2023-02-17 11:00:00 +0000

Seen: 7 times

Last updated: Mar 12 '22