Argo Alternatives
Similar projects and alternatives to argo
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Airflow
Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
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Scout APM
Scout APM: A developer's best friend. Try free for 14-days. Scout APM uses tracing logic that ties bottlenecks to source code so you know the exact line of code causing performance issues and can get back to building a great product faster.
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ploomber
Write maintainable, production-ready pipelines using Jupyter or your favorite text editor. Develop locally, deploy to the cloud. ☁️
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Orkestra
Orkestra is a cloud-native release orchestration and lifecycle management (LCM) platform for the fine-grained orchestration of inter-dependent helm charts and their dependencies (by Azure)
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kube-batch
A batch scheduler of kubernetes for high performance workload, e.g. AI/ML, BigData, HPC
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StackStorm
StackStorm (aka "IFTTT for Ops") is event-driven automation for auto-remediation, security responses, troubleshooting, deployments, and more. 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. Questions? https://forum.stackstorm.com/.
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n8n
Free and open fair-code licensed node based Workflow Automation Tool. Easily automate tasks across different services.
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jupyterlab-lsp
Coding assistance for JupyterLab (code navigation + hover suggestions + linters + autocompletion + rename) using Language Server Protocol
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k8s-wait-for
A simple script that allows to wait for a k8s service, job or pods to enter a desired state
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flight-delay-notebooks
Analyzing flight delay and weather data using Elyra, IBM Data Asset Exchange, Kubeflow Pipelines and KFServing
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tekline
tekline is a tekton delegated-pipeline to enable a bring-your-own pipeline configuration.
Reviews and mentions
- Setting up an order in which containers would start
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Building data pipelines using Docker and Skaffold
You would still want/need an orchestrator like Airflow. See this: Airflow Kubernetes Executor Or Argo WF is really interesting & cloud native See this: Argo WF
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Running Scripts On-Demand in K8s, without kubectl exec
Argo Workflows includes a nice GUI and git integration, but seems designed for longer running workflows with its DAG support. I'm concerned that it's too complex to manage/maintain for our use case of on-demand script execution.
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ci/cd with Kubernetes
Argo Workflows - don't let the name fool you or people from the AI/ML community. CI/Workflows/Job engines are all pretty much the same kind of tool at the end of the day. What's important is it does the needful.
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[D] Why aren't workflow management tools used to ensure reproducibility in the ML world?
I'm not aware of CWL or Research Objects but maybe relevant is the fact that Argo Workflows is used in ML, especially via Kubeflow Pipelines. Not sure how similar these are to what you're talking about though.
- Argo CD
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Tekton or Jenkins X? Anyone using it for CI/CD?
Instead, I went with ArgoWorkflows & ArgoEvents and have a really great system for CI and pretty much anything else event-based too. Well worth a look, even if it makes the decision that much harder ;)
- A pipeline to run a script inside a container
- Cron Monitoring Solutions?
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How to debug an Argo Workflow
If none of these solves your problem, ask a question on StackOverflow, start a discussion on GitHub, or ask in the Argo Slack.
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What's new in Elyra 2.0
Kubeflow Pipelines utilizes a container-native workflow engine to execute pipelines. As of January 2021, Argo and Tekton are the only two supported engines.
Stats
argoproj/argo is an open source project licensed under Apache License 2.0 which is an OSI approved license.
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