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[FEAT] Add dashboard metrics system with production readiness #1724

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@athul-rs athul-rs commented Dec 29, 2025

What

  • Add dashboard metrics Django app with multi-tier storage (hourly/daily/monthly tables)
  • Add core metrics library with queue backend for event capture
  • Add dedicated metrics Celery worker (worker-metrics)
  • Add live query endpoints for immediate data access from source tables
  • Add production readiness features (retry config, rate limiting, health checks)

Why

  • Enable tracking and visualization of platform usage metrics
  • Provide real-time insights into documents processed, LLM calls, API requests, etc.
  • Support dashboard reporting without impacting main application performance

How

  • Created backend/dashboard_metrics/ Django app with models, views, services, and tasks
  • Created unstract/core/src/unstract/core/metrics/ library with queue backend using Kombu
  • Used celery-batches for efficient batch processing of metric events
  • Added dedicated Celery worker consuming from dashboard_metric_events queue
  • Implemented live query endpoints that read directly from source tables (usage, page_usage, workflow_execution)

Can this PR break any existing features. If yes, please list possible items. If no, please explain why. (PS: Admins do not merge the PR without this section filled)

  • No, this is an entirely new feature with no modifications to existing functionality
  • New Django app is isolated and only adds new API endpoints
  • New Celery worker runs on a separate queue

Database Migrations

  • 0001_initial: Creates EventMetricsHourly table
  • 0002_setup_cleanup_periodic_task: Adds periodic cleanup task
  • 0003_add_daily_monthly_tables: Creates EventMetricsDaily and EventMetricsMonthly tables
  • 0004_update_cleanup_periodic_tasks: Adds daily cleanup periodic task

Env Config

  • WORKER_METRICS_AUTOSCALE (optional): Autoscale config for metrics worker (default: 4,1)
  • DASHBOARD_METRICS_ENABLED (optional): Enable/disable metrics capture

Relevant Docs

  • N/A

Related Issues or PRs

  • UN-1798

Dependencies Versions

  • celery-batches>=0.8.0 (new dependency)

Notes on Testing

  • Run unit tests: pytest backend/dashboard_metrics/tests/
  • Verify worker starts: docker compose up worker-metrics
  • Test health endpoint: GET /api/v2/metrics/health/
  • Verify metrics queue routing in RabbitMQ

Screenshots

N/A

Checklist

I have read and understood the Contribution Guidelines.

@athul-rs @claude
[FEAT] Add dashboard metrics system with production readiness
58215a9 
- Implement multi-tier metrics aggregation with celery-batches
- Add hourly/daily/monthly storage tables with proper indexing
- Add dedicated metrics Celery worker (worker-metrics)
- Add live query endpoints for immediate data access
- Add production readiness: retry config, rate limiting, health checks
- Add queue routing and broker resilience configuration
- Add comprehensive unit tests for batch processing

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude Opus 4.5 <[email protected]>
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@athul-rs athul-rs marked this pull request as draft December 29, 2025 19:32
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github-actions bot commented Dec 29, 2025

Test Results

Summary
  • ✅ Runner Tests: 11 passed, 0 failed (11 total)
  • ✅ SDK1 Tests: 66 passed, 0 failed (66 total)
Runner Tests - Full Report
filepath function $$\textcolor{#23d18b}{\tt{passed}}$$ SUBTOTAL
$$\textcolor{#23d18b}{\tt{runner/src/unstract/runner/clients/test\_docker.py}}$$ $$\textcolor{#23d18b}{\tt{test\_logs}}$$ $$\textcolor{#23d18b}{\tt{1}}$$ $$\textcolor{#23d18b}{\tt{1}}$$
$$\textcolor{#23d18b}{\tt{runner/src/unstract/runner/clients/test\_docker.py}}$$ $$\textcolor{#23d18b}{\tt{test\_cleanup}}$$ $$\textcolor{#23d18b}{\tt{1}}$$ $$\textcolor{#23d18b}{\tt{1}}$$
$$\textcolor{#23d18b}{\tt{runner/src/unstract/runner/clients/test\_docker.py}}$$ $$\textcolor{#23d18b}{\tt{test\_cleanup\_skip}}$$ $$\textcolor{#23d18b}{\tt{1}}$$ $$\textcolor{#23d18b}{\tt{1}}$$
$$\textcolor{#23d18b}{\tt{runner/src/unstract/runner/clients/test\_docker.py}}$$ $$\textcolor{#23d18b}{\tt{test\_client\_init}}$$ $$\textcolor{#23d18b}{\tt{1}}$$ $$\textcolor{#23d18b}{\tt{1}}$$
$$\textcolor{#23d18b}{\tt{runner/src/unstract/runner/clients/test\_docker.py}}$$ $$\textcolor{#23d18b}{\tt{test\_get\_image\_exists}}$$ $$\textcolor{#23d18b}{\tt{1}}$$ $$\textcolor{#23d18b}{\tt{1}}$$
$$\textcolor{#23d18b}{\tt{runner/src/unstract/runner/clients/test\_docker.py}}$$ $$\textcolor{#23d18b}{\tt{test\_get\_image}}$$ $$\textcolor{#23d18b}{\tt{1}}$$ $$\textcolor{#23d18b}{\tt{1}}$$
$$\textcolor{#23d18b}{\tt{runner/src/unstract/runner/clients/test\_docker.py}}$$ $$\textcolor{#23d18b}{\tt{test\_get\_container\_run\_config}}$$ $$\textcolor{#23d18b}{\tt{1}}$$ $$\textcolor{#23d18b}{\tt{1}}$$
$$\textcolor{#23d18b}{\tt{runner/src/unstract/runner/clients/test\_docker.py}}$$ $$\textcolor{#23d18b}{\tt{test\_get\_container\_run\_config\_without\_mount}}$$ $$\textcolor{#23d18b}{\tt{1}}$$ $$\textcolor{#23d18b}{\tt{1}}$$
$$\textcolor{#23d18b}{\tt{runner/src/unstract/runner/clients/test\_docker.py}}$$ $$\textcolor{#23d18b}{\tt{test\_run\_container}}$$ $$\textcolor{#23d18b}{\tt{1}}$$ $$\textcolor{#23d18b}{\tt{1}}$$
$$\textcolor{#23d18b}{\tt{runner/src/unstract/runner/clients/test\_docker.py}}$$ $$\textcolor{#23d18b}{\tt{test\_get\_image\_for\_sidecar}}$$ $$\textcolor{#23d18b}{\tt{1}}$$ $$\textcolor{#23d18b}{\tt{1}}$$
$$\textcolor{#23d18b}{\tt{runner/src/unstract/runner/clients/test\_docker.py}}$$ $$\textcolor{#23d18b}{\tt{test\_sidecar\_container}}$$ $$\textcolor{#23d18b}{\tt{1}}$$ $$\textcolor{#23d18b}{\tt{1}}$$
$$\textcolor{#23d18b}{\tt{TOTAL}}$$ $$\textcolor{#23d18b}{\tt{11}}$$ $$\textcolor{#23d18b}{\tt{11}}$$
SDK1 Tests - Full Report
filepath function $$\textcolor{#23d18b}{\tt{passed}}$$ SUBTOTAL
$$\textcolor{#23d18b}{\tt{tests/test\_platform.py}}$$ $$\textcolor{#23d18b}{\tt{TestPlatformHelperRetry.test\_success\_on\_first\_attempt}}$$ $$\textcolor{#23d18b}{\tt{2}}$$ $$\textcolor{#23d18b}{\tt{2}}$$
$$\textcolor{#23d18b}{\tt{tests/test\_platform.py}}$$ $$\textcolor{#23d18b}{\tt{TestPlatformHelperRetry.test\_retry\_on\_connection\_error}}$$ $$\textcolor{#23d18b}{\tt{2}}$$ $$\textcolor{#23d18b}{\tt{2}}$$
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$$\textcolor{#23d18b}{\tt{tests/test\_platform.py}}$$ $$\textcolor{#23d18b}{\tt{TestPlatformHelperRetry.test\_post\_method\_retry}}$$ $$\textcolor{#23d18b}{\tt{1}}$$ $$\textcolor{#23d18b}{\tt{1}}$$
$$\textcolor{#23d18b}{\tt{tests/test\_platform.py}}$$ $$\textcolor{#23d18b}{\tt{TestPlatformHelperRetry.test\_retry\_logging}}$$ $$\textcolor{#23d18b}{\tt{1}}$$ $$\textcolor{#23d18b}{\tt{1}}$$
$$\textcolor{#23d18b}{\tt{tests/test\_prompt.py}}$$ $$\textcolor{#23d18b}{\tt{TestPromptToolRetry.test\_success\_on\_first\_attempt}}$$ $$\textcolor{#23d18b}{\tt{1}}$$ $$\textcolor{#23d18b}{\tt{1}}$$
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$$\textcolor{#23d18b}{\tt{tests/test\_prompt.py}}$$ $$\textcolor{#23d18b}{\tt{TestPromptToolRetry.test\_wrapper\_methods\_retry}}$$ $$\textcolor{#23d18b}{\tt{4}}$$ $$\textcolor{#23d18b}{\tt{4}}$$
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$$\textcolor{#23d18b}{\tt{tests/utils/test\_retry\_utils.py}}$$ $$\textcolor{#23d18b}{\tt{TestIsRetryableError.test\_timeout\_is\_retryable}}$$ $$\textcolor{#23d18b}{\tt{1}}$$ $$\textcolor{#23d18b}{\tt{1}}$$
$$\textcolor{#23d18b}{\tt{tests/utils/test\_retry\_utils.py}}$$ $$\textcolor{#23d18b}{\tt{TestIsRetryableError.test\_http\_error\_retryable\_status\_codes}}$$ $$\textcolor{#23d18b}{\tt{3}}$$ $$\textcolor{#23d18b}{\tt{3}}$$
$$\textcolor{#23d18b}{\tt{tests/utils/test\_retry\_utils.py}}$$ $$\textcolor{#23d18b}{\tt{TestIsRetryableError.test\_http\_error\_non\_retryable\_status\_codes}}$$ $$\textcolor{#23d18b}{\tt{5}}$$ $$\textcolor{#23d18b}{\tt{5}}$$
$$\textcolor{#23d18b}{\tt{tests/utils/test\_retry\_utils.py}}$$ $$\textcolor{#23d18b}{\tt{TestIsRetryableError.test\_http\_error\_without\_response}}$$ $$\textcolor{#23d18b}{\tt{1}}$$ $$\textcolor{#23d18b}{\tt{1}}$$
$$\textcolor{#23d18b}{\tt{tests/utils/test\_retry\_utils.py}}$$ $$\textcolor{#23d18b}{\tt{TestIsRetryableError.test\_os\_error\_retryable\_errno}}$$ $$\textcolor{#23d18b}{\tt{5}}$$ $$\textcolor{#23d18b}{\tt{5}}$$
$$\textcolor{#23d18b}{\tt{tests/utils/test\_retry\_utils.py}}$$ $$\textcolor{#23d18b}{\tt{TestIsRetryableError.test\_os\_error\_non\_retryable\_errno}}$$ $$\textcolor{#23d18b}{\tt{1}}$$ $$\textcolor{#23d18b}{\tt{1}}$$
$$\textcolor{#23d18b}{\tt{tests/utils/test\_retry\_utils.py}}$$ $$\textcolor{#23d18b}{\tt{TestIsRetryableError.test\_other\_exception\_not\_retryable}}$$ $$\textcolor{#23d18b}{\tt{1}}$$ $$\textcolor{#23d18b}{\tt{1}}$$
$$\textcolor{#23d18b}{\tt{tests/utils/test\_retry\_utils.py}}$$ $$\textcolor{#23d18b}{\tt{TestCalculateDelay.test\_exponential\_backoff\_without\_jitter}}$$ $$\textcolor{#23d18b}{\tt{1}}$$ $$\textcolor{#23d18b}{\tt{1}}$$
$$\textcolor{#23d18b}{\tt{tests/utils/test\_retry\_utils.py}}$$ $$\textcolor{#23d18b}{\tt{TestCalculateDelay.test\_exponential\_backoff\_with\_jitter}}$$ $$\textcolor{#23d18b}{\tt{1}}$$ $$\textcolor{#23d18b}{\tt{1}}$$
$$\textcolor{#23d18b}{\tt{tests/utils/test\_retry\_utils.py}}$$ $$\textcolor{#23d18b}{\tt{TestCalculateDelay.test\_max\_delay\_cap}}$$ $$\textcolor{#23d18b}{\tt{1}}$$ $$\textcolor{#23d18b}{\tt{1}}$$
$$\textcolor{#23d18b}{\tt{tests/utils/test\_retry\_utils.py}}$$ $$\textcolor{#23d18b}{\tt{TestCalculateDelay.test\_max\_delay\_cap\_with\_jitter}}$$ $$\textcolor{#23d18b}{\tt{1}}$$ $$\textcolor{#23d18b}{\tt{1}}$$
$$\textcolor{#23d18b}{\tt{tests/utils/test\_retry\_utils.py}}$$ $$\textcolor{#23d18b}{\tt{TestRetryWithExponentialBackoff.test\_successful\_call\_first\_attempt}}$$ $$\textcolor{#23d18b}{\tt{1}}$$ $$\textcolor{#23d18b}{\tt{1}}$$
$$\textcolor{#23d18b}{\tt{tests/utils/test\_retry\_utils.py}}$$ $$\textcolor{#23d18b}{\tt{TestRetryWithExponentialBackoff.test\_retry\_after\_transient\_failure}}$$ $$\textcolor{#23d18b}{\tt{1}}$$ $$\textcolor{#23d18b}{\tt{1}}$$
$$\textcolor{#23d18b}{\tt{tests/utils/test\_retry\_utils.py}}$$ $$\textcolor{#23d18b}{\tt{TestRetryWithExponentialBackoff.test\_max\_retries\_exceeded}}$$ $$\textcolor{#23d18b}{\tt{1}}$$ $$\textcolor{#23d18b}{\tt{1}}$$
$$\textcolor{#23d18b}{\tt{tests/utils/test\_retry\_utils.py}}$$ $$\textcolor{#23d18b}{\tt{TestRetryWithExponentialBackoff.test\_max\_time\_exceeded}}$$ $$\textcolor{#23d18b}{\tt{1}}$$ $$\textcolor{#23d18b}{\tt{1}}$$
$$\textcolor{#23d18b}{\tt{tests/utils/test\_retry\_utils.py}}$$ $$\textcolor{#23d18b}{\tt{TestRetryWithExponentialBackoff.test\_retry\_with\_custom\_predicate}}$$ $$\textcolor{#23d18b}{\tt{1}}$$ $$\textcolor{#23d18b}{\tt{1}}$$
$$\textcolor{#23d18b}{\tt{tests/utils/test\_retry\_utils.py}}$$ $$\textcolor{#23d18b}{\tt{TestRetryWithExponentialBackoff.test\_no\_retry\_with\_predicate\_false}}$$ $$\textcolor{#23d18b}{\tt{1}}$$ $$\textcolor{#23d18b}{\tt{1}}$$
$$\textcolor{#23d18b}{\tt{tests/utils/test\_retry\_utils.py}}$$ $$\textcolor{#23d18b}{\tt{TestRetryWithExponentialBackoff.test\_exception\_not\_in\_tuple\_not\_retried}}$$ $$\textcolor{#23d18b}{\tt{1}}$$ $$\textcolor{#23d18b}{\tt{1}}$$
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$$\textcolor{#23d18b}{\tt{tests/utils/test\_retry\_utils.py}}$$ $$\textcolor{#23d18b}{\tt{TestCreateRetryDecorator.test\_environment\_variable\_configuration}}$$ $$\textcolor{#23d18b}{\tt{1}}$$ $$\textcolor{#23d18b}{\tt{1}}$$
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$$\textcolor{#23d18b}{\tt{tests/utils/test\_retry\_utils.py}}$$ $$\textcolor{#23d18b}{\tt{TestCreateRetryDecorator.test\_custom\_exceptions\_only}}$$ $$\textcolor{#23d18b}{\tt{1}}$$ $$\textcolor{#23d18b}{\tt{1}}$$
$$\textcolor{#23d18b}{\tt{tests/utils/test\_retry\_utils.py}}$$ $$\textcolor{#23d18b}{\tt{TestCreateRetryDecorator.test\_custom\_predicate\_only}}$$ $$\textcolor{#23d18b}{\tt{1}}$$ $$\textcolor{#23d18b}{\tt{1}}$$
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$$\textcolor{#23d18b}{\tt{tests/utils/test\_retry\_utils.py}}$$ $$\textcolor{#23d18b}{\tt{TestPreconfiguredDecorators.test\_retry\_platform\_service\_call\_exists}}$$ $$\textcolor{#23d18b}{\tt{1}}$$ $$\textcolor{#23d18b}{\tt{1}}$$
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$$\textcolor{#23d18b}{\tt{tests/utils/test\_retry\_utils.py}}$$ $$\textcolor{#23d18b}{\tt{TestPreconfiguredDecorators.test\_prompt\_service\_decorator\_retries\_on\_timeout}}$$ $$\textcolor{#23d18b}{\tt{1}}$$ $$\textcolor{#23d18b}{\tt{1}}$$
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$$\textcolor{#23d18b}{\tt{TOTAL}}$$ $$\textcolor{#23d18b}{\tt{66}}$$ $$\textcolor{#23d18b}{\tt{66}}$$

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sonarqubecloud bot commented Dec 29, 2025

Quality Gate Failed Quality Gate failed

Failed conditions
1 Security Hotspot
7.2% Duplication on New Code (required ≤ 3%)

See analysis details on SonarQube Cloud

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