Important

Add UI components and backend logic for bandit experimentation, including feedback timeseries and optimal probability calculations.

• UI Components:
  • Add FeedbackSamplesTimeseries component in FeedbackSamplesTimeseries.tsx to display cumulative feedback counts over time.
  • Update ExperimentationPieChart in PieChart.tsx to use memo for optimization.
  • Add TimeGranularitySelector in TimeGranularitySelector.tsx for selecting time granularity.
• Experimentation:
  • Implement computeTrackAndStopOptimalProbabilities in experimentation.server.ts for calculating optimal sampling probabilities.
  • Update FunctionExperimentation.tsx to use optimal probabilities for track_and_stop experimentation.
• Data Handling:
  • Modify route.tsx to fetch feedback timeseries and compute optimal probabilities.
  • Add jaro_winkler_similarity_feedback.jsonl to fixtures and update check-fixtures.sh and load_fixtures.sh to include it.
• Testing:
  • Update integration.test.ts to include environment variable TENSORZERO_POSTGRES_URL for tests.

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