Rundeck
Airflow
Rundeck | Airflow | |
---|---|---|
26 | 169 | |
5,330 | 34,570 | |
0.8% | 1.4% | |
9.9 | 10.0 | |
4 days ago | 5 days ago | |
Groovy | Python | |
Apache License 2.0 | Apache License 2.0 |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Rundeck
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Python script manager
I don't use it myself, but I think rundeck might be what you're looking for
- self hosted Alternative to easycron.com?
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Best (Python) Script Orchestrator?
Have a look at rundeck.org
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Job options visible on the left side of the job summary screen
Not possible at this moment, please suggest that here.
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Killing an unkillable job.
Hi, that's an odd issue (never happened on my env, but reported here), you can try this or this.
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Any multi-vps control panel to manage screens and containers?
If you want a web panel, I believe you could achieve that with Rundeck.
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LDAP notes
I found this info here and here.
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Process Automation and Rundeck version 4.5.0 is live!
Changing default SCM SSH authentication to SSHJ: The SCM integration now uses SSHJ for SSH authentication by default (previously JSCH). GitHub has tightened up their SSH key requirements and now requires SSH-RSA 2 keys. The new default for ssh-keygen via OpenSSH is not supported by JSCH.
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How to setup a containerized python environment? Function as a Service or an alternative solution for a Python execution environment.
Firstly, I tried Rundeck and Apache Airflow. They are complete overkill for what I want to do. Then I found Cronicle which is light enough, besides it can pull double duty as a general purpose scheduler.
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Important Advisory: PagerDuty Process Automation On Prem / Rundeck Key Pair Misconfiguration
Yesterday we posted a Security Advisory to Github for a critical vulnerability in Rundeck Community and Rundeck Enterprise Docker images, versions 4.0 and earlier. Those Docker images contained a pre-generated SSH key pair in the default file path. If that key was used to configure SSH access to hosts, they would allow access to anyone with the exposed private key.
Airflow
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Building in Public: Leveraging Tublian's AI Copilot for My Open Source Contributions
Contributing to Apache Airflow's open-source project immersed me in collaborative coding. Experienced maintainers rigorously reviewed my contributions, providing constructive feedback. This ongoing dialogue refined the codebase and honed my understanding of best practices.
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Navigating Week Two: Insights and Experiences from My Tublian Internship Journey
In week Two, I contributed to the Apache Airflow repository.
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Airflow VS quix-streams - a user suggested alternative
2 projects | 7 Dec 2023
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Best ETL Tools And Why To Choose
Apache Airflow is an open-source platform to programmatically author, schedule, and monitor workflows. The platform features a web-based user interface and a command-line interface for managing and triggering workflows.
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Simplifying Data Transformation in Redshift: An Approach with DBT and Airflow
Airflow is the most widely used and well-known tool for orchestrating data workflows. It allows for efficient pipeline construction, scheduling, and monitoring.
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Share Your favorite python related software!
AIRFLOW This is more of a library in my opinion, but Airflow has become an essential tool for scheduling in my work. All our ML training pipelines are ordered and scheduled with Airflow and it works seamlessly. The dashboard provided is also fantastic!
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Ask HN: What is the correct way to deal with pipelines?
I agree there are many options in this space. Two others to consider:
- https://airflow.apache.org/
- https://github.com/spotify/luigi
There are also many Kubernetes based options out there. For the specific use case you specified, you might even consider a plain old Makefile and incrond if you expect these all to run on a single host and be triggered by a new file showing up in a directory…
- "Você veio protestar para ter acesso ao código fonte da urnas. O que é o código fonte?" "Não sei" 🤡
- Cómo construir tu propia data platform. From zero to hero.
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Is it impossible to contribute to open source as a data engineer?
You can try and contribute some new connectors/operators for workflow managers like Airflow or Airbyte
What are some alternatives?
StackStorm - StackStorm (aka "IFTTT for Ops") is event-driven automation for auto-remediation, incident responses, troubleshooting, deployments, and more for DevOps and SREs. Includes rules engine, workflow, 160 integration packs with 6000+ actions (see https://exchange.stackstorm.org) and ChatOps. Installer at https://docs.stackstorm.com/install/index.html
Kedro - Kedro is a toolbox for production-ready data science. It uses software engineering best practices to help you create data engineering and data science pipelines that are reproducible, maintainable, and modular.
semaphore - Modern UI for Ansible
dagster - An orchestration platform for the development, production, and observation of data assets.
Nomad - Nomad is an easy-to-use, flexible, and performant workload orchestrator that can deploy a mix of microservice, batch, containerized, and non-containerized applications. Nomad is easy to operate and scale and has native Consul and Vault integrations.
n8n - Free and source-available fair-code licensed workflow automation tool. Easily automate tasks across different services.
SaltStack - Software to automate the management and configuration of any infrastructure or application at scale. Get access to the Salt software package repository here:
luigi - Luigi is a Python module that helps you build complex pipelines of batch jobs. It handles dependency resolution, workflow management, visualization etc. It also comes with Hadoop support built in.
kubernetes - Production-Grade Container Scheduling and Management
Apache Spark - Apache Spark - A unified analytics engine for large-scale data processing
Apache ZooKeeper - Apache ZooKeeper
Dask - Parallel computing with task scheduling