Conversation
dewitt4
added
documentation
Contributor
There was a problem hiding this comment.
Pull Request Overview
This PR adds a Streamlit-based observability dashboard to the FluxAI project, providing real-time monitoring and analytics capabilities. The dashboard integrates with Prometheus for metrics and PostgreSQL for historical data, offering comprehensive visibility into system performance, costs, cache efficiency, and model health.
Key Changes:
- Added interactive Streamlit dashboard with 5 main views (Overview, Cost Analytics, Cache Performance, Model Health, Distributed Tracing)
- Created metrics client for querying Prometheus and PostgreSQL data sources
- Added launcher scripts for both Windows (PowerShell) and Linux/Mac (Bash) environments
Reviewed Changes
Copilot reviewed 9 out of 10 changed files in this pull request and generated 7 comments.
Show a summary per file
| File | Description |
|---|---|
| start-dashboard.sh | Bash launcher script with dependency checks and service health validation |
| start-dashboard.ps1 | PowerShell launcher script with equivalent functionality for Windows |
| dashboard/metrics_client.py | Core metrics client handling Prometheus queries and database interactions |
| dashboard/config.py | Configuration management using environment variables |
| dashboard/app.py | Main Streamlit application with dashboard views and visualizations |
| dashboard/init.py | Package initialization file |
| dashboard/README.md | Comprehensive dashboard documentation with setup and usage guides |
| dashboard/QUICK_REFERENCE.md | Quick reference guide for common dashboard operations |
| README.md | Updated main README with dashboard references and launch instructions |
💡 Add Copilot custom instructions for smarter, more guided reviews. Learn how to get started.
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
Contributor
There was a problem hiding this comment.
Pull Request Overview
Copilot reviewed 9 out of 10 changed files in this pull request and generated 6 comments.
Comments suppressed due to low confidence (3)
dashboard/metrics_client.py:1
- Mock change percentages are hardcoded. These should be calculated by comparing current metrics with previous period metrics to provide accurate trend information.
"""
dashboard/metrics_client.py:1
- Mock change percentages are hardcoded. These should be calculated from actual metric comparisons to provide accurate cost trend analysis.
"""
dashboard/metrics_client.py:1
- Mock change percentages are hardcoded. These should be calculated from actual cache metrics to accurately reflect cache performance trends.
"""
💡 Add Copilot custom instructions for smarter, more guided reviews. Learn how to get started.
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
Contributor
There was a problem hiding this comment.
Pull Request Overview
Copilot reviewed 9 out of 10 changed files in this pull request and generated 2 comments.
💡 Add Copilot custom instructions for smarter, more guided reviews. Learn how to get started.
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
Add this suggestion to a batch that can be applied as a single commit.This suggestion is invalid because no changes were made to the code.Suggestions cannot be applied while the pull request is closed.Suggestions cannot be applied while viewing a subset of changes.Only one suggestion per line can be applied in a batch.Add this suggestion to a batch that can be applied as a single commit.Applying suggestions on deleted lines is not supported.You must change the existing code in this line in order to create a valid suggestion.Outdated suggestions cannot be applied.This suggestion has been applied or marked resolved.Suggestions cannot be applied from pending reviews.Suggestions cannot be applied on multi-line comments.Suggestions cannot be applied while the pull request is queued to merge.Suggestion cannot be applied right now. Please check back later.
No description provided.