Python data-orchestrator

Open-source Python projects categorized as data-orchestrator
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Topics: Mlops Data Science ETL Workflow Python
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Python data-orchestrator Projects

  • Airflow

    Apache Airflow - A platform to programmatically author, schedule, and monitor workflows

    • Project mention: AI Strategy Guide: How to Scale AI Across Your Business | dev.to | 2024-05-11

    Level 1 of MLOps is when you've put each lifecycle stage and their intefaces in an automated pipeline. The pipeline could be a python or bash script, or it could be a directed acyclic graph run by some orchestration framework like Airflow, dagster or one of the cloud-provider offerings. AI- or data-specific platforms like MLflow, ClearML and dvc also feature pipeline capabilities.

  • dagster

    An orchestration platform for the development, production, and observation of data assets.

    • Project mention: AI Strategy Guide: How to Scale AI Across Your Business | dev.to | 2024-05-11

    Level 1 of MLOps is when you've put each lifecycle stage and their intefaces in an automated pipeline. The pipeline could be a python or bash script, or it could be a directed acyclic graph run by some orchestration framework like Airflow, dagster or one of the cloud-provider offerings. AI- or data-specific platforms like MLflow, ClearML and dvc also feature pipeline capabilities.

  • Scout Monitoring

    Free Django app performance insights with Scout Monitoring. Get Scout setup in minutes, and let us sweat the small stuff. A couple lines in settings.py is all you need to start monitoring your apps. Sign up for our free tier today.

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NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

Index

Project Stars
1 Airflow 34,877
2 dagster 10,468

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