A Celery task monitoring dashboard for Django
Project description
django-saladbar
A Celery task monitoring dashboard for Django. Drop-in UI for monitoring workers, periodic tasks, queue depth, error grouping, and more.
Requirements
- Python 3.10+
- Django 4.2+
- Celery 5.0+ with Redis broker
- django-celery-beat
- django-celery-results
Installation
pip install django-saladbar
Add to INSTALLED_APPS:
INSTALLED_APPS = [
# ...
"django_celery_results",
"django_celery_beat",
"saladbar",
]
Include the URL conf:
from django.urls import include, path
urlpatterns = [
# ...
path("saladbar/", include("saladbar.urls")),
]
Run migrations:
python manage.py migrate
Configuration
All settings are optional. Add to your Django settings.py:
# Template that saladbar pages extend.
# Must provide blocks: title, css, content, script-footer.
# Default: "saladbar/base.html" (ships with the package — includes Bootstrap 5 + FontAwesome)
SALADBAR_BASE_TEMPLATE = "myapp/base.html"
# Dotted path to your Celery app instance.
# Default: auto-discovered via celery.current_app
SALADBAR_CELERY_APP = "myproject.celery.app"
# Queue names to check for depth on the dashboard.
# Default: ("celery", "default", "bulk")
SALADBAR_QUEUE_NAMES = ("celery", "default", "high-priority")
# Optional broker URL override. Falls back to CELERY_BROKER_URL.
# Default: None
SALADBAR_BROKER_URL = "redis://custom-redis:6379/1"
Tuning
These settings let you adjust detection thresholds and query limits for your workload:
| Setting | Default | Description |
|---|---|---|
SALADBAR_CACHE_TTL |
30 |
Seconds to cache Celery inspector + Redis info |
SALADBAR_STALE_MULTIPLIER |
2.0 |
Multiplier for expected interval to flag a task as stale |
SALADBAR_ON_SCHEDULE_MULTIPLIER |
1.5 |
Multiplier for expected interval to consider a task on-schedule |
SALADBAR_LONG_RUNNING_MULTIPLIER |
3.0 |
Multiplier for average runtime to flag a task as long-running |
SALADBAR_MAX_RUNTIME_RECORDS |
2000 |
Max runtime records loaded for avg/slowest calculations |
SALADBAR_TASK_HISTORY_LIMIT |
50 |
Max entries shown on the task detail history page |
SALADBAR_MAX_RESULT_RECORDS |
5000 |
Max result records loaded for per-queue stats |
SALADBAR_API_RESULT_TRUNCATION |
200 |
Max characters in the task-status API result field |
Permissions
Saladbar defines two permissions:
saladbar.can_view_saladbar— required to access the dashboard and all read-only pagessaladbar.can_manage_saladbar— required to run tasks, revoke tasks, and purge queues
Assign these to users or groups via the Django admin.
Security note: Saladbar exposes Celery task metadata — task names, arguments, results, tracebacks, worker info, and Redis broker stats — to users with
can_view_saladbar. Users withcan_manage_saladbarcan execute, revoke, and purge tasks. Grant these permissions carefully.
Features
Dashboard
- Real-time worker status and pool utilization
- 24h/7d task volume charts (with empty-state handling)
- Periodic task health tracking (on-schedule / missed / never-run)
- 24-hour schedule timeline visualization
- Queue depth and throughput monitoring
- Redis broker info (memory, clients, hit rate, evictions)
- In-flight task monitoring with long-running detection
- Error grouping by exception type
- Task retry tracking with per-task retry counts
- Top tasks by volume with trend indicators
- Slowest tasks by average runtime
- Per-queue statistics
- Stale task detection
- Auto-refresh with countdown timer
Task List
- Server-side filtering by enabled/disabled status, schedule type, and name search
- Run history visualization per task
- One-click task execution
Task Logs (Results)
- Server-side filtering by status, task name, and date range
- Filters are bookmarkable via GET parameters
Task Detail
- Execution history with runtime trend chart
- Success/failure/retry counts
- Runtime statistics (avg, min, max)
Management Actions
- Manual task execution
- Task revocation (with optional terminate)
- Queue purge
URL Routes
All under the prefix you configure (e.g., /saladbar/):
| Path | Name | Description |
|---|---|---|
/ |
dashboard |
Main monitoring dashboard |
/tasks/ |
task-list |
Periodic task list with filters |
/tasks/<pk>/ |
task-detail |
Task detail with execution history |
/tasks/<task_name>/ |
task-detail-by-name |
Task detail by dotted name |
/tasks/<pk>/run/ |
task-run |
POST: trigger task execution |
/results/ |
result-list |
Task execution logs with filters |
/results/<pk>/ |
result-detail |
Single result with traceback |
/revoke/<task_id>/ |
task-revoke |
POST: revoke/terminate task |
/queue/purge/ |
queue-purge |
POST: purge all queued tasks |
/api/task-status/<task_id>/ |
task-status |
JSON: task status + result |
/metrics/ |
metrics |
Prometheus metrics (opt-in) |
Prometheus Metrics
Saladbar can expose monitoring data in Prometheus text exposition format for integration with Grafana, PagerDuty, Datadog, etc.
Setup
# settings.py
SALADBAR_METRICS_ENABLED = True
# Optional: bearer token auth for Prometheus scraper (bypasses Django login)
SALADBAR_METRICS_TOKEN = "my-secret-token"
# prometheus.yml
scrape_configs:
- job_name: saladbar
metrics_path: /saladbar/metrics/
bearer_token: my-secret-token
static_configs:
- targets: ['myapp:8000']
Exposed Metrics
| Metric | Type | Description |
|---|---|---|
saladbar_tasks_total{status="..."} |
gauge | Task count by status (24h) |
saladbar_queue_depth{queue="..."} |
gauge | Messages per queue |
saladbar_workers_active |
gauge | Number of active workers |
saladbar_worker_pool_utilization{worker="..."} |
gauge | Pool utilization % per worker |
saladbar_periodic_tasks_stale |
gauge | Number of stale periodic tasks |
saladbar_task_avg_runtime_seconds{task="..."} |
gauge | Average runtime per task (24h) |
saladbar_redis_connected |
gauge | Broker reachability (0/1) |
saladbar_redis_connected_clients |
gauge | Connected Redis clients |
Authentication
When SALADBAR_METRICS_TOKEN is set, requests must include Authorization: Bearer <token>. Otherwise, standard Django session auth with can_view_saladbar permission is required.
The endpoint returns 404 when SALADBAR_METRICS_ENABLED is False (default).
Development
No local Python required. Everything runs in Docker:
make check # Build package, run tests, twine check, import verify
make build # Build and copy dist/ artifacts locally
make test # Run tests only
make clean # Remove dist/, build/, *.egg-info
License
MIT
Project details
Release history Release notifications | RSS feed
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distribution
Built Distribution
Filter files by name, interpreter, ABI, and platform.
If you're not sure about the file name format, learn more about wheel file names.
Copy a direct link to the current filters
File details
Details for the file django_saladbar-0.2.1.tar.gz.
File metadata
- Download URL: django_saladbar-0.2.1.tar.gz
- Upload date:
- Size: 116.7 kB
- Tags: Source
- Uploaded using Trusted Publishing? Yes
- Uploaded via: twine/6.1.0 CPython/3.13.12
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
17c3161e46101e8ba742050504a4d22eefef365fa77ed1a562f49c9275fbcc1d
|
|
| MD5 |
9bc4686f8b05e30671401a2af76593bc
|
|
| BLAKE2b-256 |
827630155327120025648449c83d7f806507c6d4642b3b99557bc3a598ddd6fc
|
Provenance
The following attestation bundles were made for django_saladbar-0.2.1.tar.gz:
Publisher:
publish.yml on artschwagerb/saladbar
-
Statement:
-
Statement type:
https://in-toto.io/Statement/v1 -
Predicate type:
https://docs.pypi.org/attestations/publish/v1 -
Subject name:
django_saladbar-0.2.1.tar.gz -
Subject digest:
17c3161e46101e8ba742050504a4d22eefef365fa77ed1a562f49c9275fbcc1d - Sigstore transparency entry: 1311767947
- Sigstore integration time:
-
Permalink:
artschwagerb/saladbar@63b4760f8d8beebdf076f8a7dcd8269efdbe05aa -
Branch / Tag:
refs/tags/v0.2.1 - Owner: https://github.com/artschwagerb
-
Access:
public
-
Token Issuer:
https://token.actions.githubusercontent.com -
Runner Environment:
github-hosted -
Publication workflow:
publish.yml@63b4760f8d8beebdf076f8a7dcd8269efdbe05aa -
Trigger Event:
push
-
Statement type:
File details
Details for the file django_saladbar-0.2.1-py3-none-any.whl.
File metadata
- Download URL: django_saladbar-0.2.1-py3-none-any.whl
- Upload date:
- Size: 110.5 kB
- Tags: Python 3
- Uploaded using Trusted Publishing? Yes
- Uploaded via: twine/6.1.0 CPython/3.13.12
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
050921cfb208ff800d8d9e29581d8fd2476b35761694e19cc7d64955ecb643b9
|
|
| MD5 |
8cba5a04bb425c0d08b6564ab8bf5e88
|
|
| BLAKE2b-256 |
6e2eb8a97de46f4295b5d1b0868becb5e13804f64f31b4c325ad748450b3ece7
|
Provenance
The following attestation bundles were made for django_saladbar-0.2.1-py3-none-any.whl:
Publisher:
publish.yml on artschwagerb/saladbar
-
Statement:
-
Statement type:
https://in-toto.io/Statement/v1 -
Predicate type:
https://docs.pypi.org/attestations/publish/v1 -
Subject name:
django_saladbar-0.2.1-py3-none-any.whl -
Subject digest:
050921cfb208ff800d8d9e29581d8fd2476b35761694e19cc7d64955ecb643b9 - Sigstore transparency entry: 1311768014
- Sigstore integration time:
-
Permalink:
artschwagerb/saladbar@63b4760f8d8beebdf076f8a7dcd8269efdbe05aa -
Branch / Tag:
refs/tags/v0.2.1 - Owner: https://github.com/artschwagerb
-
Access:
public
-
Token Issuer:
https://token.actions.githubusercontent.com -
Runner Environment:
github-hosted -
Publication workflow:
publish.yml@63b4760f8d8beebdf076f8a7dcd8269efdbe05aa -
Trigger Event:
push
-
Statement type: