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Add retry to bulk indexer #39

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merged 5 commits into from
Jun 4, 2024
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navarone-feekery
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Related to #37

We currently have no retry logic for bulk indexing. This is a problem when running the Crawler on Mac because of an intermittent bad_record_mac error. Retrying often resolves the error (so this is a bandaid, not a fix).
Retries are healthy in general so this was a good opportunity to add them.

  • Add retry with max of 3 for bulk indexer
  • Add timeout
  • Add stats for docs that failed indexing
  • Improve logging in general

@navarone-feekery navarone-feekery requested a review from a team May 30, 2024 11:07
retries += 1
if retries <= MAX_RETRIES
@system_logger.info("Bulk index attempt #{retries} failed: #{e.message}. Retrying...")
sleep(1.second)
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IMO fallback should be added here too, exponential is a good candidate for 3 retries

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@navarone-feekery navarone-feekery May 31, 2024

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@artem-shelkovnikov I've added a temporary fallback; if a bulk index fails, it saves the failed payload to a file and outputs that file name to the log. Users can cross reference the file content with whatever error response they received.
In the future I'd like to implement something else, but for now I think this should suffice.

I also added exponentially increasing wait times for the retries.

Now, in testing this, I realised the bulk queue can get overloaded if it encounters a lot of errors and exponentially backs off for many seconds. The crawler continues to try sending crawl results and the bulk indexer trips over itself and chaos.
I have an idea to fix this but I think it's out of scope for this PR, so I'll do it in a follow-up PR.

@navarone-feekery navarone-feekery requested review from artem-shelkovnikov and a team May 31, 2024 14:33
@navarone-feekery navarone-feekery merged commit cc7ae78 into main Jun 4, 2024
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@navarone-feekery navarone-feekery deleted the navarone/improve-bulk-indexer branch June 4, 2024 08:03
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2 participants