Hummingbird Dashboard
Web dashboard and CLI for monitoring Konflux build pipeline status.
Features
- Web Dashboard - Real-time view of build, test, and release status
- Commits View - Detailed pipeline status per commit with expandable releases
- Components View - Latest status per component grouped by state
- Merge Requests View - Track build status across MR versions
- CLI Tool - Command-line access to pipeline data in YAML/JSON/table formats
- Failed Releases - View and manage failed releases with LLM-powered analysis
- Auto-Rerun - Automatically retry transient release failures
- Blocked Snapshots - Block/unblock snapshots from auto-rerun with error pattern matching
- Smart Triggering - Application-aware rules for determining affected components
Prerequisites
- Python 3.11+
- PostgreSQL database (via hummingbird-status or port-forward)
Installation
cd hummingbird-dashboard
pip install -e .
Usage
Local Development
cd hummingbird-dashboard
# Option 1: Port-forward to production database
./dev.sh port-forward # In terminal 1
DATABASE_URL=postgresql://postgres@localhost:15432/events ./dev.sh start # In terminal 2
# Option 2: Use local database (via hummingbird-status)
cd ../hummingbird-status && ./dev.sh db-start && ./dev.sh db-init
cd ../hummingbird-dashboard
DATABASE_URL=postgresql://postgres:dev@localhost:5432/events ./dev.sh start
The dashboard runs at http://localhost:8080 with live reload.
Web UI
| Endpoint | Description |
|---|---|
/ |
Dashboard with all applications |
/apps/{app}/commits |
Commits view for an application |
/apps/{app}/components |
Components view for an application |
/mrs |
Merge requests overview (filterable) |
/mr/{project}/{iid} |
MR detail with build status per version |
/releases/failed |
Failed releases with analysis |
/releases/blocked |
Blocked snapshots management |
/releases/analysis-log |
LLM analysis run history |
/health |
Health check endpoint |
/metrics |
Prometheus metrics |
CLI
# View latest commit status
hummingbird-dashboard --application myapp --format table commit
# View specific commit
hummingbird-dashboard --application myapp commit abc1234
# View multiple commits
hummingbird-dashboard --application myapp --format table commit --limit 10
# Component status overview
hummingbird-dashboard --application myapp component
# JSON output
hummingbird-dashboard --format json commit | jq .
# Auto-rerun failed releases
hummingbird-dashboard auto-rerun
# Analyze failed releases via LLM
hummingbird-dashboard analyze-failures
Configuration
Environment Variables
| Variable | Default | Description |
|---|---|---|
DATABASE_URL |
postgresql://...localhost:5432/ |
PostgreSQL connection URL |
PORT |
8080 |
Web server port |
Authentication Variables
These control the retrigger functionality (requires OAuth proxy in production):
| Variable | Default | Description |
|---|---|---|
TRIGGER_AUTH_MODE |
oauth |
oauth (production) or local |
TRIGGER_AUTH_GROUP |
konflux-hummingbird-admin-access |
OpenShift group required to retrigger |
TRIGGER_LOCAL_USER |
local-dev |
Username when TRIGGER_AUTH_MODE=local |
For local development with retrigger enabled:
TRIGGER_AUTH_MODE=local DATABASE_URL=... ./dev.sh start
Auto-Rerun Variables
These control the auto-rerun cronjob and failure analysis:
| Variable | Default | Description |
|---|---|---|
AUTO_RERUN_MIN_AGE_MINUTES |
30 |
Minimum failure age before retrying |
AUTO_RERUN_MAX_RETRIES |
3 |
Max rerun attempts per snapshot+plan |
KONFLUX_KUBECONFIG_PATH |
Path to Konflux kubeconfig file | |
RELEASE_NAMESPACE |
Namespace where releases are created | |
MANAGED_NAMESPACE |
Namespace for fetching release PLRs | |
KUBEARCHIVE_URL |
KubeArchive API URL for archived resources | |
GOOGLE_APPLICATION_CREDENTIALS |
Path to GCP SA key for Vertex AI | |
GOOGLE_CLOUD_PROJECT |
GCP project ID for Vertex AI | |
ANALYSIS_MODEL_API_KEY |
Gemini API key (fallback if no GCP creds) | |
ANALYSIS_MODEL |
gemini-2.5-flash |
LLM model for failure analysis |
ANALYSIS_MODEL_REGION |
global |
Vertex AI region |
MAX_ANALYSES_PER_CYCLE |
5 |
Max releases to analyze per cycle |
SLACK_WEBHOOK_URL |
Slack webhook for rerun notifications | |
DASHBOARD_URL |
Dashboard base URL for Slack links |
Failed Releases
The /releases/failed page shows all failed releases with:
- LLM Analysis — Each failure is analyzed by Gemini with root cause, classification, and recommendation
- Failure Classification — Transient, Configuration, Code, External Service, or Unknown
- Rerun History — Past rerun attempts and outcomes per snapshot
- Error Pattern Matching — Auto-block snapshots matching known error patterns
- Auto-Rerun — Automatically retry transient failures (configurable via dashboard toggle)
- Analysis Toggle — Enable/disable LLM analysis from the dashboard
CLI Subcommands
The auto-rerun subcommand retries eligible failed releases:
hummingbird-dashboard auto-rerun --application myapp
The analyze-failures subcommand runs LLM analysis on unanalyzed failures:
hummingbird-dashboard analyze-failures --managed-namespace rhtap-releng-tenant
Both are designed to run as Kubernetes CronJobs.
Merge Requests
The /mrs page shows merge requests across all monitored repositories with:
- State filter - Open, merged, closed, or all MRs
- Project filter - Filter by specific repository
- Build status - Aggregate status across all components
The /mr/{project}/{iid} detail page shows:
- All MR versions - Each head commit SHA that was pushed to the MR
- Build status per version - Full pipeline status (build, snapshot, test, release)
- Links to Konflux UI - Direct links to PipelineRuns and Snapshots
Versions are ordered by latest event timestamp, so force-pushed commits appear in the correct position even if they reuse an earlier SHA.
Component Status
The dashboard tracks component build status with these states:
| Status | Icon | Description |
|---|---|---|
| Success | ✅ | Build passed for expected commit |
| Superseded | 🔄 | Expected commit not built, but newer succeeded |
| Failed | ❌ | Build failed for expected commit |
| Stale | ⚠️ | Build not triggered for expected commit |
| Running | ⏳ | Build in progress |
| Missing | ❓ | No build found |
Components are grouped by status: Failed/Stale → Running → OK → Missing.
Trigger Rules
The dashboard uses application-specific rules to determine which components are affected by a push:
- containers: Changes in
images/{component}trigger builds - rpms: Changes in
rpms/{component}ormock/mock.cfgtrigger builds - tools: Changes in
{component}directory trigger builds
Certain files are excluded from triggering (README, templates, etc.).
Development
See the main README for development workflows.
Running Tests
cd hummingbird-dashboard
pip install -e ".[dev]"
pytest
Project Structure
hummingbird-dashboard/
├── Containerfile
├── dev.sh
├── hummingbird_dashboard/
│ ├── analysis.py # LLM failure analysis (Gemini)
│ ├── cli.py # CLI entry point
│ ├── db.py # Database connection
│ ├── konflux.py # Konflux API client
│ ├── models.py # Data models (Component, PushEvent)
│ ├── sources.py # PostgreSQL queries
│ ├── table.py # CLI table formatting
│ ├── triggers.py # Application-specific trigger rules
│ ├── views.py # Status computation and aggregation
│ └── web/
│ ├── app.py # FastAPI application
│ └── templates/ # Jinja2 templates
└── tests/
Building Container Image
cd hummingbird-dashboard
podman build -f Containerfile -t hummingbird-dashboard .
License
This project is licensed under the GNU General Public License v3.0 or later - see the LICENSE file for details.