{"adoption": {"forks": 5084, "observed_at": "2026-08-28T04:11:07.035984+00:00", "stars": 14447}, "canonical_url": "https://ross.abutalabs.com/products/dolphinscheduler", "card": {"archived": false, "artifact_type": "application", "description": "Apache DolphinScheduler is the modern data orchestration platform. Agile to create high performance workflow with low-code", "domain": ["big-data", "cloud-computing", "self-hosted"], "enriched": true, "function": ["workflow-automation", "scheduling", "etl", "deployment", "web-framework"], "health_score": 99, "homepage": "https://dolphinscheduler.apache.org/", "language": "Java", "license": "Apache-2.0", "license_family": "permissive", "maturity": "stable", "member_repos": ["apache/dolphinscheduler"], "name": "apache/dolphinscheduler", "platform": ["jvm", "self-hosted", "cloud"], "pushed_at": "2026-08-26T08:18:37+00:00", "repo": "apache/dolphinscheduler", "stars": 14447, "tags": ["workflow-orchestration", "data-pipelines", "task-scheduler", "low-code", "airflow-alternative", "azkaban-alternative", "multi-tenancy", "distributed-systems", "data-engineering", "automation", "docker", "kubernetes", "web-server"], "topics": ["workflow-schedule", "azkaban", "airflow", "task-scheduler", "job-scheduler", "cloud-native", "data-pipelines", "orchestration", "workflow", "workflow-orchestration", "powerful-data-pipelines"], "urls": [], "use_cases": ["orchestrate complex data pipelines with task dependencies", "schedule and monitor batch ETL jobs", "replace Airflow or Azkaban with a low-code workflow scheduler", "run workflows across multiple clouds and data centers", "manage multi-tenant job scheduling with permission control", "backfill and version-control workflow runs", "deploy a high-availability task scheduler on Kubernetes"], "what_it_is": "Apache DolphinScheduler is a modern data orchestration platform for building high-performance workflows with low-code drag-and-drop tooling, a Python SDK, or Open API. It features a decentralized multi-master/multi-worker architecture with high availability, horizontal scaling, and support for deployment on standalone, Docker, and Kubernetes environments.", "when_to_avoid": ["your team is already invested in Airflow's Python-native DAG ecosystem", "you only need simple cron-style scheduling without complex dependencies", "you want a lightweight single-node scheduler with minimal infrastructure", "your workflows are tightly coupled to a platform-specific orchestrator like AWS Step Functions"], "when_to_choose": ["you need a visual, low-code DAG builder for data pipelines", "you require tens of millions of tasks per day with horizontal scaling", "you want decentralized multi-master/multi-worker high availability out of the box", "you need multi-cloud, multi-tenancy, and fine-grained permission control", "you prefer a Web UI, Python SDK, or Open API for workflow management"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/dolphinscheduler", "repo": "apache/dolphinscheduler", "role": "main", "score": 90}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:11:07.035984+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-29T17:12:33.715775+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "b3575f35889e5634f27753be21a32ec1e30606412fed749a8e71a81eec0b6c84", "fetched_at": "2026-08-28T04:11:07.035984+00:00", "kind": "readme", "missing": false, "url": "https://github.com/apache/dolphinscheduler"}, {"content_hash": "3abdbeccc1559fbfc2f805630a61e95ad379a0bed9841ecc424e688378ff4c27", "fetched_at": "2026-08-29T08:05:55.494666+00:00", "kind": "homepage", "missing": false, "url": "https://dolphinscheduler.apache.org/"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:11:07.035984+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-29T17:12:33.715775+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "b3575f35889e5634f27753be21a32ec1e30606412fed749a8e71a81eec0b6c84", "fetched_at": "2026-08-28T04:11:07.035984+00:00", "kind": "readme", "missing": false, "url": "https://github.com/apache/dolphinscheduler"}, {"content_hash": "3abdbeccc1559fbfc2f805630a61e95ad379a0bed9841ecc424e688378ff4c27", "fetched_at": "2026-08-29T08:05:55.494666+00:00", "kind": "homepage", "missing": false, "url": "https://dolphinscheduler.apache.org/"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-29T17:12:33.715775+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "b3575f35889e5634f27753be21a32ec1e30606412fed749a8e71a81eec0b6c84", "fetched_at": "2026-08-28T04:11:07.035984+00:00", "kind": "readme", "missing": false, "url": "https://github.com/apache/dolphinscheduler"}, {"content_hash": "3abdbeccc1559fbfc2f805630a61e95ad379a0bed9841ecc424e688378ff4c27", "fetched_at": "2026-08-29T08:05:55.494666+00:00", "kind": "homepage", "missing": false, "url": "https://dolphinscheduler.apache.org/"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:11:07.035984+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:11:07.035984+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:11:07.035984+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-29T17:12:33.715775+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "b3575f35889e5634f27753be21a32ec1e30606412fed749a8e71a81eec0b6c84", "fetched_at": "2026-08-28T04:11:07.035984+00:00", "kind": "readme", "missing": false, "url": "https://github.com/apache/dolphinscheduler"}, {"content_hash": "3abdbeccc1559fbfc2f805630a61e95ad379a0bed9841ecc424e688378ff4c27", "fetched_at": "2026-08-29T08:05:55.494666+00:00", "kind": "homepage", "missing": false, "url": "https://dolphinscheduler.apache.org/"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:11:07.035984+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:11:07.035984+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-29T17:12:33.715775+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "b3575f35889e5634f27753be21a32ec1e30606412fed749a8e71a81eec0b6c84", "fetched_at": "2026-08-28T04:11:07.035984+00:00", "kind": "readme", "missing": false, "url": "https://github.com/apache/dolphinscheduler"}, {"content_hash": "3abdbeccc1559fbfc2f805630a61e95ad379a0bed9841ecc424e688378ff4c27", "fetched_at": "2026-08-29T08:05:55.494666+00:00", "kind": "homepage", "missing": false, "url": "https://dolphinscheduler.apache.org/"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:11:07.035984+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:11:07.035984+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:11:07.035984+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-29T17:12:33.715775+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "b3575f35889e5634f27753be21a32ec1e30606412fed749a8e71a81eec0b6c84", "fetched_at": "2026-08-28T04:11:07.035984+00:00", "kind": "readme", "missing": false, "url": "https://github.com/apache/dolphinscheduler"}, {"content_hash": "3abdbeccc1559fbfc2f805630a61e95ad379a0bed9841ecc424e688378ff4c27", "fetched_at": "2026-08-29T08:05:55.494666+00:00", "kind": "homepage", "missing": false, "url": "https://dolphinscheduler.apache.org/"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:11:07.035984+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:11:07.035984+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-29T17:12:33.715775+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "b3575f35889e5634f27753be21a32ec1e30606412fed749a8e71a81eec0b6c84", "fetched_at": "2026-08-28T04:11:07.035984+00:00", "kind": "readme", "missing": false, "url": "https://github.com/apache/dolphinscheduler"}, {"content_hash": "3abdbeccc1559fbfc2f805630a61e95ad379a0bed9841ecc424e688378ff4c27", "fetched_at": "2026-08-29T08:05:55.494666+00:00", "kind": "homepage", "missing": false, "url": "https://dolphinscheduler.apache.org/"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-29T17:12:33.715775+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "b3575f35889e5634f27753be21a32ec1e30606412fed749a8e71a81eec0b6c84", "fetched_at": "2026-08-28T04:11:07.035984+00:00", "kind": "readme", "missing": false, "url": "https://github.com/apache/dolphinscheduler"}, {"content_hash": "3abdbeccc1559fbfc2f805630a61e95ad379a0bed9841ecc424e688378ff4c27", "fetched_at": "2026-08-29T08:05:55.494666+00:00", "kind": "homepage", "missing": false, "url": "https://dolphinscheduler.apache.org/"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-29T17:12:33.715775+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "b3575f35889e5634f27753be21a32ec1e30606412fed749a8e71a81eec0b6c84", "fetched_at": "2026-08-28T04:11:07.035984+00:00", "kind": "readme", "missing": false, "url": "https://github.com/apache/dolphinscheduler"}, {"content_hash": "3abdbeccc1559fbfc2f805630a61e95ad379a0bed9841ecc424e688378ff4c27", "fetched_at": "2026-08-29T08:05:55.494666+00:00", "kind": "homepage", "missing": false, "url": "https://dolphinscheduler.apache.org/"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-29T17:12:33.715775+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "b3575f35889e5634f27753be21a32ec1e30606412fed749a8e71a81eec0b6c84", "fetched_at": "2026-08-28T04:11:07.035984+00:00", "kind": "readme", "missing": false, "url": "https://github.com/apache/dolphinscheduler"}, {"content_hash": "3abdbeccc1559fbfc2f805630a61e95ad379a0bed9841ecc424e688378ff4c27", "fetched_at": "2026-08-29T08:05:55.494666+00:00", "kind": "homepage", "missing": false, "url": "https://dolphinscheduler.apache.org/"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 99, "longevity": 100, "rhythm": 74}, "computed_at": "2026-09-02T17:46:02.011165+00:00", "flags": [], "formula": "round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)", "inputs": {"age_days": 2742, "days_push": 7, "days_rel": 95, "gap_med": 85, "n_releases_24m": 6}, "score": 90, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}