Add deriving metrics from logs use case to Data Prepper #6248
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Signed-off-by: Melissa Vagi <[email protected]>
vagimeli
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2 - In progress
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hdhalter,
kolchfa-aws,
Naarcha-AWS,
AMoo-Miki,
natebower and
dlvenable
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Signed-off-by: Melissa Vagi <[email protected]>
Signed-off-by: Melissa Vagi <[email protected]>
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@dlvenable This use case PR is ready for your review at availability. Thank you, Melissa |
vagimeli
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3 - Tech review
Signed-off-by: Melissa Vagi <[email protected]> Signed-off-by: Melissa Vagi <[email protected]>
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@dlvenable At your availability, will you review this use case? It's one of the two last use cases we're transferring from OpenSearch Ingestion. Thank you, Melissa |
5 tasks
Hi @dlvenable, Is it possible to review this PR by end of week? We need to get this done to address feedback in the benchmark study. Thank you. |
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@dlvenable Following up to get your tech review on this use case carryover from OpenSearch Service Ingestion to Data Prepper. Once we have your approval, I can move this forward to editorial and get it published. |
Co-authored-by: Nathan Bower <[email protected]> Signed-off-by: Melissa Vagi <[email protected]>
vagimeli
commented
May 8, 2024
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@dlvenable Thanks for your review. I've accepted your changes. Do we have any other outstanding items to address before merging? |
hdhalter
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backport 2.14
vagimeli
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Needs SME
dlvenable
reviewed
Jun 13, 2024
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| # Deriving metrics from logs | ||
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| You can use Data Prepper to derive metrics from logs. The following example pipeline receives incoming logs using the [`http` source plugin]({{site.url}}{{site.baseurl}}/data-prepper/pipelines/configuration/sources/http-source) and the [`grok` processor]({{site.url}}{{site.baseurl}}/data-prepper/pipelines/configuration/processors/grok/). It then uses the [`aggregate` processor]({{site.url}}{{site.baseurl}}/data-prepper/pipelines/configuration/processors/aggregate/) to extract the metric bytes aggregated during a 30-second window and derives histograms from the results. |
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This writes data to two indexes - one with un-aggregated events and the other derived metrics.
Can we clarify somewhere? You mention below how we use two pipelines. But, maybe we can make this end result more explicit.
Signed-off-by: Melissa Vagi <[email protected]> Signed-off-by: Melissa Vagi <[email protected]>
vagimeli
commented
Jun 26, 2024
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| The following example pipeline receives incoming logs using the [`http` source plugin]({{site.url}}{{site.baseurl}}/data-prepper/pipelines/configuration/sources/http-source) and the [`grok` processor]({{site.url}}{{site.baseurl}}/data-prepper/pipelines/configuration/processors/grok/). It then uses the [`aggregate` processor]({{site.url}}{{site.baseurl}}/data-prepper/pipelines/configuration/processors/aggregate/) to extract the metric bytes aggregated during a 30-second window and derives histograms from the results. | ||
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| This pipeline writes data to two different OpenSearch indexes: |
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@dlvenable Please review the text added at lines 14--27 and let me know if these additions address your feedback and are accurate. Thank you.
Signed-off-by: Melissa Vagi <[email protected]>
vagimeli
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Jun 28, 2024
Signed-off-by: Melissa Vagi <[email protected]>
1 task
dlvenable
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Jul 3, 2024
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* Add use case to Data Prepper Signed-off-by: Melissa Vagi <[email protected]> * Add content Signed-off-by: Melissa Vagi <[email protected]> * Copy edits Signed-off-by: Melissa Vagi <[email protected]> * Update metrics-logs.md Signed-off-by: Melissa Vagi <[email protected]> Signed-off-by: Melissa Vagi <[email protected]> * Update _data-prepper/common-use-cases/metrics-logs.md Co-authored-by: David Venable <[email protected]> Signed-off-by: Melissa Vagi <[email protected]> * Update _data-prepper/common-use-cases/metrics-logs.md Co-authored-by: David Venable <[email protected]> Signed-off-by: Melissa Vagi <[email protected]> * Update _data-prepper/common-use-cases/metrics-logs.md Co-authored-by: Nathan Bower <[email protected]> Signed-off-by: Melissa Vagi <[email protected]> * Update _data-prepper/common-use-cases/metrics-logs.md Co-authored-by: Nathan Bower <[email protected]> Signed-off-by: Melissa Vagi <[email protected]> * Update _data-prepper/common-use-cases/metrics-logs.md Co-authored-by: Nathan Bower <[email protected]> Signed-off-by: Melissa Vagi <[email protected]> * Update _data-prepper/common-use-cases/metrics-logs.md Signed-off-by: Melissa Vagi <[email protected]> * Update metrics-logs.md Signed-off-by: Melissa Vagi <[email protected]> Signed-off-by: Melissa Vagi <[email protected]> * Update metrics-logs.md Signed-off-by: Melissa Vagi <[email protected]> * Update _data-prepper/common-use-cases/metrics-logs.md Signed-off-by: Melissa Vagi <[email protected]> --------- Signed-off-by: Melissa Vagi <[email protected]> Co-authored-by: David Venable <[email protected]> Co-authored-by: Nathan Bower <[email protected]> (cherry picked from commit a838228) Signed-off-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com>
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…roject#6248) * Add use case to Data Prepper Signed-off-by: Melissa Vagi <[email protected]> * Add content Signed-off-by: Melissa Vagi <[email protected]> * Copy edits Signed-off-by: Melissa Vagi <[email protected]> * Update metrics-logs.md Signed-off-by: Melissa Vagi <[email protected]> Signed-off-by: Melissa Vagi <[email protected]> * Update _data-prepper/common-use-cases/metrics-logs.md Co-authored-by: David Venable <[email protected]> Signed-off-by: Melissa Vagi <[email protected]> * Update _data-prepper/common-use-cases/metrics-logs.md Co-authored-by: David Venable <[email protected]> Signed-off-by: Melissa Vagi <[email protected]> * Update _data-prepper/common-use-cases/metrics-logs.md Co-authored-by: Nathan Bower <[email protected]> Signed-off-by: Melissa Vagi <[email protected]> * Update _data-prepper/common-use-cases/metrics-logs.md Co-authored-by: Nathan Bower <[email protected]> Signed-off-by: Melissa Vagi <[email protected]> * Update _data-prepper/common-use-cases/metrics-logs.md Co-authored-by: Nathan Bower <[email protected]> Signed-off-by: Melissa Vagi <[email protected]> * Update _data-prepper/common-use-cases/metrics-logs.md Signed-off-by: Melissa Vagi <[email protected]> * Update metrics-logs.md Signed-off-by: Melissa Vagi <[email protected]> Signed-off-by: Melissa Vagi <[email protected]> * Update metrics-logs.md Signed-off-by: Melissa Vagi <[email protected]> * Update _data-prepper/common-use-cases/metrics-logs.md Signed-off-by: Melissa Vagi <[email protected]> --------- Signed-off-by: Melissa Vagi <[email protected]> Co-authored-by: David Venable <[email protected]> Co-authored-by: Nathan Bower <[email protected]> Signed-off-by: [email protected] <[email protected]>
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…roject#6248) * Add use case to Data Prepper Signed-off-by: Melissa Vagi <[email protected]> * Add content Signed-off-by: Melissa Vagi <[email protected]> * Copy edits Signed-off-by: Melissa Vagi <[email protected]> * Update metrics-logs.md Signed-off-by: Melissa Vagi <[email protected]> Signed-off-by: Melissa Vagi <[email protected]> * Update _data-prepper/common-use-cases/metrics-logs.md Co-authored-by: David Venable <[email protected]> Signed-off-by: Melissa Vagi <[email protected]> * Update _data-prepper/common-use-cases/metrics-logs.md Co-authored-by: David Venable <[email protected]> Signed-off-by: Melissa Vagi <[email protected]> * Update _data-prepper/common-use-cases/metrics-logs.md Co-authored-by: Nathan Bower <[email protected]> Signed-off-by: Melissa Vagi <[email protected]> * Update _data-prepper/common-use-cases/metrics-logs.md Co-authored-by: Nathan Bower <[email protected]> Signed-off-by: Melissa Vagi <[email protected]> * Update _data-prepper/common-use-cases/metrics-logs.md Co-authored-by: Nathan Bower <[email protected]> Signed-off-by: Melissa Vagi <[email protected]> * Update _data-prepper/common-use-cases/metrics-logs.md Signed-off-by: Melissa Vagi <[email protected]> * Update metrics-logs.md Signed-off-by: Melissa Vagi <[email protected]> Signed-off-by: Melissa Vagi <[email protected]> * Update metrics-logs.md Signed-off-by: Melissa Vagi <[email protected]> * Update _data-prepper/common-use-cases/metrics-logs.md Signed-off-by: Melissa Vagi <[email protected]> --------- Signed-off-by: Melissa Vagi <[email protected]> Co-authored-by: David Venable <[email protected]> Co-authored-by: Nathan Bower <[email protected]> Signed-off-by: Sander van de Geijn <[email protected]>
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Description
Add deriving metrics from logs use case to Data Prepper
Issues Resolved
Closes #6429
Checklist
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