Prefect
fastapi-dramatiq-data-ingestion
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| Prefect | fastapi-dramatiq-data-ingestion | |
|---|---|---|
| 19 | 1 | |
| 14,586 | 39 | |
| 3.2% | - | |
| 10.0 | 3.8 | |
| 6 days ago | over 2 years ago | |
| Python | Python | |
| Apache License 2.0 | MIT License |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
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Prefect
- Prefect: A workflow orchestration tool for data pipelines
- self hosted Alternative to easycron.com?
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Example typescript project repos?
If I was answering this question but for python, I'd recommend something like prefect, boto3, or tortoise-orm -- not extremely complex and with a pretty comprehensible featureset.
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I have developed a simple Task Orchestrator
However, if you are looking for something like this, but much more mature and something of a bloat to be frank, there's Prefect. Honestly, woflo borrows a lot from Prefect conceptually.
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Dabbling with Dagster vs. Airflow
Disclaimer: I work for Prefect.
It looks like we added cron and other schedule types to the deployment CLI just under a month ago[1].
Over the last couple of releases, we've also made it easier to pull deployments from GitHub or bake your flow code into Docker images instead of needing S3-like storage.
As with any product, there's always more to do, so I appreciate you sharing your thoughts. More than anywhere else I've worked, community feedback is a huge driver of product enhancements and feature development. Feel free to join our Slack community[2] if you'd like to share more feedback or ask questions.
[1] https://github.com/PrefectHQ/prefect/blob/main/RELEASE-NOTES...
- Prefect - The easiest way to automate your data
- Ask HN: Codebases with great, easy to read code?
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Prefect CLI Action
GitHub Action for running Prefect commands using the Prefect CLI.
- Perfect – Data workflow automation with Python
fastapi-dramatiq-data-ingestion
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Create and deploy a reliable data ingestion service with FastAPI, SQLModel and Dramatiq
Here is the GitHub repository with the source code of the app: https://github.com/frankie567/fastapi-dramatiq-data-ingestion
What are some alternatives?
dagster - An orchestration platform for the development, production, and observation of data assets.
Apache Superset - Apache Superset is a Data Visualization and Data Exploration Platform [Moved to: https://github.com/apache/superset]
APScheduler - Task scheduling library for Python
pydantic-factories - Simple and powerful mock data generation using pydantic or dataclasses
airbyte - The leading data integration platform for ETL / ELT data pipelines from APIs, databases & files to data warehouses, data lakes & data lakehouses. Both self-hosted and Cloud-hosted.
ploomber - The fastest ⚡️ way to build data pipelines. Develop iteratively, deploy anywhere. ☁️
schedule - Python job scheduling for humans.
cookiecutter-django - Cookiecutter Django + PostGres + Docker + DramatiQ
doit - task management & automation tool
great_expectations - Always know what to expect from your data.
django-schedule - A calendaring app for Django. It is now stable, Please feel free to use it now. Active development has been taken over by bartekgorny.
fastapi-starter-project - FastAPI Starter Project with SQLModel and Alembic