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Build in monitoring & alerting #17

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bbrewington opened this issue Jan 30, 2022 · 1 comment
Open

Build in monitoring & alerting #17

bbrewington opened this issue Jan 30, 2022 · 1 comment

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@bbrewington
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Acceptance Criteria:

  • (TODO)
@BennyJW
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BennyJW commented Jan 30, 2022

These are my suggestions:

  • Create set of validations for CSV data; with validations for overall data and for each column
  • Instantiate Great Expectations (GE) in the pipeline (with Google Cloud Run?) to run the validation set
  • Set up trigger of GE when new CSV file uploaded to Cloud Storage
  • Load static html results of GE into Cloud Storage (public bucket) for review on Google App Spot
  • If validation fails, trigger new scrape (three retries?)
  • If validation fails after last retry, alert team members (on Slack notification channel)
  • If validation successful, trigger load of validated CSV data into BigQuery

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