Comparison
dolphinscheduler vs docker-airflow
Verdict
Pick dolphinscheduler if apache DolphinScheduler is a modern data orchestration platform designed for efficient task dependency handling in data pipelines and provides low-code workflow creation; pick docker-airflow if docker-airflow leverages Docker to provide streamlined management of Apache Airflow environments, making it easy for developers to maintain and deploy workflows.
Markdown twin · dolphinscheduler alternatives · docker-airflow alternatives
GraphCanon updated Sep 20, 2026
8views this month
vs
Trust & integrity
| Signal | dolphinscheduler | docker-airflow |
|---|---|---|
| Maintenance | Very active (2d since push) As of Sep 14, 2026 · github_public_v1 | Dormant (1294d since push) As of Sep 16, 2026 · github_public_v1 |
| Provenance | Not a fork · Organization account As of Sep 14, 2026 · github_public_v1 | Not a fork · Personal account As of Sep 16, 2026 · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of Jul 15, 2026 · osv@v1 | No lockfile (source not queried) As of Jul 15, 2026 · osv@v1 |
| deps.dev advisories | Not queried deps.dev@v1 | Not queried deps.dev@v1 |
| OpenSSF Scorecard | Not queried openssf-scorecard@v1 | Not queried openssf-scorecard@v1 |
Tagline
- dolphinscheduler
- A modern data orchestration platform for agile workflow creation with low-code
- docker-airflow
- Docker Apache Airflow
Stars
- dolphinscheduler
- 14k
- docker-airflow
- 3.8k
Forks
- dolphinscheduler
- 5.1k
- docker-airflow
- 591
Open issues
- dolphinscheduler
- 132
- docker-airflow
- 261
Language
- dolphinscheduler
- Java
- docker-airflow
- Shell
Adopt for
- dolphinscheduler
- Apache DolphinScheduler is a modern data orchestration platform designed for efficient task dependency handling in data pipelines and provides low-code workflow creation.
- docker-airflow
- docker-airflow leverages Docker to provide streamlined management of Apache Airflow environments, making it easy for developers to maintain and deploy workflows.
Persona
- dolphinscheduler
- -
- docker-airflow
- -
Runtime
- dolphinscheduler
- -
- docker-airflow
- -
License
- dolphinscheduler
- Apache-2.0
- docker-airflow
- Apache-2.0
Last pushed
- dolphinscheduler
- Sep 12, 2026
- docker-airflow
- Mar 1, 2023
Categories
- dolphinscheduler
- Developer Tools
- docker-airflow
- Developer Tools
Trust and health
Maintenance
- dolphinscheduler
- Very active (96%)
- docker-airflow
- Dormant (18%)
Days since push
- dolphinscheduler
- 2d
- docker-airflow
- 1294d
Open issues (now)
- dolphinscheduler
- 132
- docker-airflow
- 261
Stars delta
- dolphinscheduler
- +57 (30d)
- docker-airflow
- -1 (30d)
Open issues delta
- dolphinscheduler
- -5 (30d)
- docker-airflow
- 0 (30d)
Owner type
- dolphinscheduler
- Organization
- docker-airflow
- User
Full report
- dolphinscheduler
- Trust report
- docker-airflow
- Trust report
Shared compatibility
- Python · dolphinscheduler: Python runtime · docker-airflow: Python runtime
Choose dolphinscheduler if…
- dolphinscheduler is primarily Java; docker-airflow is Shell.
- Tags unique to dolphinscheduler: azkaban, cloud-native, data-pipelines, job-scheduler.
- You require extensive support for complex task dependencies within your data pipelines, as Dolphinscheduler is built to handle these scenarios out of the box.
When NOT to use dolphinscheduler
- If your organization has stringent licensing constraints that restrict the use of Apache-2.0 licensed software
- Your workflows are relatively simple and do not require advanced features such as versioning for both workflows and instances, multi-tenancy support or backfill capability.
- You prefer a tool that is primarily script-driven over one with extensive SDKs and APIs; Dolphinscheduler emphasizes its Web UI for ease of use along with Python SDKs and Open APIs.
Choose docker-airflow if…
- docker-airflow is primarily Shell; dolphinscheduler is Java.
- Pricing: Open source under the Apache-2.0 license, it is free of cost, but support and enterprise features might come at a premium..
- Requirements: Requires Docker.
- Tags unique to docker-airflow: docker.
- docker-airflow ships Docker support for self-hosted deployment.
- Opt for docker-airflow if you are already using Docker in your workflow setup, because it seamlessly integrates with existing infrastructure without needing additional configuration steps.
When NOT to use docker-airflow
- Avoid docker-airflow if you require a completely customized setup for your workflow management system and have limited experience or resources to understand and manage Docker configurations.
- Should be avoided in environments where there is no need for containerization benefits as using docker-airflow may introduce unneeded complexity.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (apache/dolphinscheduler) · observed Sep 20, 2026
- GitHub forks (apache/dolphinscheduler) · observed Sep 20, 2026
- Last push (apache/dolphinscheduler) · observed Sep 12, 2026
- License file (Apache-2.0) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 16, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
- GitHub stars (puckel/docker-airflow) · observed Sep 20, 2026
- GitHub forks (puckel/docker-airflow) · observed Sep 20, 2026
- Last push (puckel/docker-airflow) · observed Mar 1, 2023
- License file (Apache-2.0) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
GitHub stars on cards: dolphinscheduler 14k · docker-airflow 3.8k (synced Sep 20, 2026).
Common questions
- What is the difference between dolphinscheduler and docker-airflow?
- dolphinscheduler: A modern data orchestration platform for agile workflow creation with low-code. docker-airflow: Docker Apache Airflow. See the comparison table for live GitHub stats and shared categories.
- When should I choose dolphinscheduler over docker-airflow?
- Choose dolphinscheduler over docker-airflow when dolphinscheduler is primarily Java; docker-airflow is Shell; Tags unique to dolphinscheduler: azkaban, cloud-native, data-pipelines, job-scheduler; You require extensive support for complex task dependencies within your data pipelines, as Dolphinscheduler is built to handle these scenarios out of the box.
- When should I choose docker-airflow over dolphinscheduler?
- Choose docker-airflow over dolphinscheduler when docker-airflow is primarily Shell; dolphinscheduler is Java; Pricing: Open source under the Apache-2.0 license, it is free of cost, but support and enterprise features might come at a premium.; Requirements: Requires Docker; Tags unique to docker-airflow: docker; docker-airflow ships Docker support for self-hosted deployment; Opt for docker-airflow if you are already using Docker in your workflow setup, because it seamlessly integrates with existing infrastructure without needing additional configuration steps.
- When should I avoid dolphinscheduler?
- If your organization has stringent licensing constraints that restrict the use of Apache-2.0 licensed software Your workflows are relatively simple and do not require advanced features such as versioning for both workflows and instances, multi-tenancy support or backfill capability. You prefer a tool that is primarily script-driven over one with extensive SDKs and APIs; Dolphinscheduler emphasizes its Web UI for ease of use along with Python SDKs and Open APIs.
- When should I avoid docker-airflow?
- Avoid docker-airflow if you require a completely customized setup for your workflow management system and have limited experience or resources to understand and manage Docker configurations. Should be avoided in environments where there is no need for containerization benefits as using docker-airflow may introduce unneeded complexity.
- Is dolphinscheduler or docker-airflow more popular on GitHub?
- dolphinscheduler has more GitHub stars (14,469 vs 3,810). Stars measure visibility, not whether either tool fits your constraints.
- Are dolphinscheduler and docker-airflow open source?
- Yes - both are open-source projects on GitHub (dolphinscheduler: Apache-2.0, docker-airflow: Apache-2.0).
- Where can I find alternatives to dolphinscheduler or docker-airflow?
- GraphCanon lists graph-backed alternatives at dolphinscheduler alternatives and docker-airflow alternatives (dolphinscheduler markdown twin, docker-airflow markdown twin), ranked by typed relationship edges rather than popularity votes.
- Is there a machine-readable version of this comparison?
- Yes. The markdown twin at this comparison mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers.
- Which is better maintained, dolphinscheduler or docker-airflow?
- dolphinscheduler: Very active. docker-airflow: Dormant. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance.
- Where are the full trust reports for dolphinscheduler and docker-airflow?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: dolphinscheduler trust report; docker-airflow trust report.