schedule
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| schedule | Prefect | |
|---|---|---|
| 13 | 19 | |
| 11,488 | 14,645 | |
| - | 3.6% | |
| 4.8 | 10.0 | |
| 1 day ago | 1 day ago | |
| Python | Python | |
| MIT License | 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.
schedule
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The GIL can now be disabled in Python's main branch
Thank you for your insight!
I asked about it to the dev if you're interested, by the way. No replies yet though, since the lib isn't very active to begin with.
https://github.com/dbader/schedule/issues/614
- A great project for schedule tasks
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simple CPP schedule library
similar to this this library in python3
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7 Useful Python Libraries You Should Use in Your Next Project
schedule
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how do I make a piece of code in python that will automatically send a message every certain amount of hours
https://github.com/dbader/schedule should do the trick with running periodically.
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Good resources for creating a bash script to call multiple python evironments?
https://github.com/dbader/schedule might help as well
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ScheduledThreadPoolExecutor in Python
Python provides two different modules, sched and concurrent.futures and it is in the hands of the user to implement the ScheduledThreadPoolExecutor. Though there are packages that provide scheduling in Python, there is no implementation as close to the one provided by Java. So, I’ve implemented the same with the APIs to closely resemble the ones in Java.
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How can I make code run at a certain time without making it wait for that time?
You can use the Schedule package
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Executing a command on a certain time
You could look into using cron (a UNIX utility you can use to run commands on a schedule) or schedule, which I don't have a ton of experience with but which is pretty popular and well supported.
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Issue when running schedule with Flask
I need to run a certain task periodically on my Flask application. I decided to use a simple library - Schedule (https://github.com/dbader/schedule) for doing this. I am running the task scheduler on a separate thread from the main application thread. Here's the relevant code snippet.
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
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Prefect CLI Action
GitHub Action for running Prefect commands using the Prefect CLI.
- Perfect – Data workflow automation with Python
What are some alternatives?
APScheduler - Task scheduling library for Python
dagster - An orchestration platform for the development, production, and observation of data assets.
TaskFlow - A library to complete workflows/tasks in HA manner. Mirror of code maintained at opendev.org.
Joblib - Computing with Python functions.
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.
doit - task management & automation tool
gunnery - Remote task execution tool
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.
Spiff - A powerful workflow engine implemented in pure Python
fastapi-dramatiq-data-ingestion - Sample project showing reliable data ingestion application using FastAPI and dramatiq