Streamz
Real-time stream processing for python (by python-streamz)
procrastinate
PostgreSQL-based Task Queue for Python (by procrastinate-org)
Our great sponsors
| Streamz | procrastinate | |
|---|---|---|
| 3 | 7 | |
| 1,217 | 725 | |
| 1.5% | 3.3% | |
| 0.0 | 9.6 | |
| over 1 year ago | 7 days ago | |
| Python | Python | |
| BSD 3-clause "New" or "Revised" License | MIT License |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
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.
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.
Streamz
Posts with mentions or reviews of Streamz.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2021-10-18.
-
Experiences using Streamz?
Hi everyone, I am looking into building data pipelines in a way that is as pythonic as possible, I found out about this Streamz project and it integrates well with Dask. Does anyone have any experience using this? My main use would be for fairly simple accumulator pipelines. https://github.com/python-streamz/streamz
-
Saturday Daily Thread: Resource Request and Sharing! Daily Thread
The best candidate so far is 'streamz', which is simple and lays out a processor in a pipeline. But it doesn't quite have the same level as built in monitoring as apache camel, for better or worse.
-
Choosing a stream processor: Kafka Streaming vs Flink vs Spark Streaming vs Storm vs Samza?
I use https://github.com/python-streamz/streamz + Dask for 100% python distributed mini batch real time processing, so we can import any python libraries and less hustle to deploy the server in production. We processed average 120 GB everyday, CDC from Debezium dan Kafka Connect Oracle Big Data Golden Gate.
procrastinate
Posts with mentions or reviews of procrastinate.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-06-04.
-
Running Procrastinate from command line throwing exception
I did find this PR which adds a much more detailed description of what to do, although some of it is a bit outdated.
- Anything can be a message queue if you use it wrongly enough
-
The Many Problems with Celery
What about https://github.com/procrastinate-org/procrastinate (postgresql task queue with transactions & stuff)
-
Keep the Monolith, but Split the Workloads
If you're using PostgreSQL, then
django-postgres-queue: https://github.com/gavinwahl/django-postgres-queue
procrastinate: https://github.com/procrastinate-org/procrastinate/
-
Issues/Experience with Procrastinate library for distributed tasks
We chose the Procrastinate library to run periodic tasks.
- Alchemical Queues: (task) queues on pure SQLAlchemy
- Grafana releases OnCall open source project
What are some alternatives?
When comparing Streamz and procrastinate you can also consider the following projects:
rq - Simple job queues for Python
huey - a little task queue for python
KQ - Kafka-based Job Queue for Python
rele - Easy to use Google Pub/Sub
simpleq - A simple, infinitely scalable, SQS based queue.
mrq - Mr. Queue - A distributed worker task queue in Python using Redis & gevent
kombu - Messaging library for Python.