Streamz
streaming-ops
Streamz | streaming-ops | |
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3 | 1 | |
1,217 | 84 | |
0.0% | - | |
0.0 | 0.0 | |
over 1 year ago | 3 months ago | |
Python | Shell | |
BSD 3-clause "New" or "Revised" License | Apache License 2.0 |
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Streamz
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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
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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.
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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.
streaming-ops
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Choosing a stream processor: Kafka Streaming vs Flink vs Spark Streaming vs Storm vs Samza?
We have 100+ python scripts run using kubernetes deployment in GKE, CICD using “streaming-ops”, https://github.com/confluentinc/streaming-ops, only reload changed scripts when pushed to master.
What are some alternatives?
rq - Simple job queues for Python
kafka-docker-playground - 🐳✨ Fully automated Apache Kafka® and Confluent Docker based examples // 👷♂️ Easily build examples or reproduction models
huey - a little task queue for python
flux2-kustomize-helm-example - A GitOps workflow example for multi-env deployments with Flux, Kustomize and Helm.
KQ - Kafka-based Job Queue for Python
examples - Apache Kafka and Confluent Platform examples and demos
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.
procrastinate - PostgreSQL-based Task Queue for Python
qoo - A simple library for interacting with Amazon SQS.
rele - Easy to use Google Pub/Sub