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@@ -90,6 +90,37 @@ cd tangle && backend/start_local.sh
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4. Once the "start_local: Starting the orchestrator", "View app at" messages appears in the terminal, open the <https://shell.cloud.google.com/devshell/proxy?port=8000> URL in another browser tab and start using the app.
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## App features
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* Start building pipelines right away
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* Intuitive visual drag and drop interface
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* No registration required to build. You own your data.
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* Execute pipelines on your local machine or in Cloud
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* Easily install the app on local machine or deploy to cloud
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* Submit pipelines for execution with a single click.
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* Easily monitor all pipeline task executions, view the artifacts, read the logs.
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* Fast iteration
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* Clone any pipeline run and get a new editable pipeline
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* Create pipeline -> Submit run -> Monitor run -> Clone run -> Edit pipeline -> Submit run ...
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* Automatic execution caching and reuse
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* Save time and compute. Don't re-do what's done
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* Successful and even running executions are re-used from cache
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* Reproducibility
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* All your runs are kept forever (on your machine) - graph, logs, metadata
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* Re-run an old pipeline run with just two clicks (Clone pipeline, Submit run)
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* Containers and strict component versioning ensure reproducibility
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* Pipeline Components
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* Time-proven `ComponentSpec`/`component.yaml` format
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* A library of preloaded components
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* Fast-growing public component ecosystem
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* Add your own components (public or private)
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* Easy to create your own components manually or using the Cloud Pipelines SDK
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* Components can be written in [any language](https://github.com/Ark-kun/pipeline_components/tree/master/components/sample) (Python, Shell, R, Java, C#, etc).
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* Compatible with [Google Cloud Vertex AI Pipelines](https://cloud.google.com/vertex-ai/docs/pipelines/introduction) and [Kubeflow Pipelines](https://www.kubeflow.org/docs/components/pipelines/introduction/)
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* Lots of pre-built components on GitHub: [Ark-kun/pipeline_components](https://github.com/Ark-kun/pipeline_components/tree/master/components).
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## Concepts
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A **pipeline system** like Tangle orchestrates containerized command-line programs.
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