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feat: Add tokenizer interface for Drain Training #13069

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merged 3 commits into from
May 29, 2024

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benclive
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What this PR does / why we need it:

  • Added an interface for Tokenizing incoming log lines for Drain
  • This is useful because Tokenization is important to how well the algorithm runs, and we may want to test multiple tokenizers or swap tokenizers depending on the stream log formats.

Also took the opportunity to add a filter so Drain will not train on any loglines with less than 4 tokens.

@benclive benclive requested a review from a team as a code owner May 29, 2024 16:21
@benclive benclive changed the title Add tokenizer interface for drain feat: Add tokenizer interface for Drain Training May 29, 2024
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@cyriltovena cyriltovena left a comment

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Lgtm

@cyriltovena cyriltovena merged commit 797bb64 into main May 29, 2024
44 of 60 checks passed
@cyriltovena cyriltovena deleted the add-tokenizer-interface-for-drain branch May 29, 2024 16:55
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2 participants