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📊 [Observability] Provide ImageMatchingAlgo Dataset Metrics
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Description

Narratives
  • As a PET data engineer, I want the ability to observe the ImageMatchingAlgorithm dataset metrics, so that I can be able to ensure higher data quality for the experience of the end user.
  • As a Researcher, I want the ability to view the ImageMatchingAlgorithm dataset metrics, so that I am able to train the model to improve overtime.
  • As a Product Manager, I want the ability to view the ImageMatchingAlgorithm dataset metrics, so that I am able to make design decisions based on how the algorithm performs.
Acceptance Criteria
  • As an PET Data Engineer, I want the ability to generate a csv file with the following metrics, so that I can have a baseline of how the pipeline performs.
    • Total number of records (per wiki)
    • Total number of images per page
      • Per Wiki
    • Summary of population statistics
    • Size and counts of intermediate and final datasets
Notes
  • This is the initial part of how we start to collect metrics. We will iterate so that we have designated stores for our collected metrics.
Subtasks

Event Timeline

sdkim renamed this task from [Observability] Provide ImageMatchingAlgo Dataset Metrics to 📊 [Observability] Provide ImageMatchingAlgo Dataset Metrics.Feb 18 2021, 9:44 PM