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bytewax | Pyramid | |
---|---|---|
18 | 17 | |
1,144 | 3,899 | |
8.2% | 0.4% | |
9.8 | 8.7 | |
5 days ago | 17 days ago | |
Python | Python | |
Apache License 2.0 | GNU General Public License v3.0 or later |
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.
bytewax
- Building a streaming SQL engine with Arrow and DataFusion
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Near Real Time Ingestion to DB using Python
You can probably use Python to solve your problem, there are many ways you can speed up your deserialization/flattening. I work on Bytewax (https://github.com/bytewax/bytewax) and I wouldn't mention it if it wasn't a good fit, but I think it's worth looking at here. It is a stream processor that makes it easy to scale, maintain order, track progress, and you just write native Python.
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Stream processing framework for a new project in Python
Disclaimer: I work on Bytewax, but it feels like this could be a good fit and would save you some time looking around. If you need to do stateful operations (reduce, window, etc.) then you can use bytewax - https://github.com/bytewax/bytewax with pub/sub, but you would need to build a custom connector. There are some guides on how to do that - https://www.bytewax.io/blog/custom-input-connector.
- What are your favorite tools or components in the Kafka ecosystem?
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A Python package for streaming synthetic data
This is great, definitely see the utility here. I have had to hack this together so many times while building streaming workflows with github.com/bytewax/bytewax and other tools.
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Snowflake - what are the streaming capabilities it provides?
When low latency matters you should always consider an ETL approach rather than ELT, e.g. collect data in Kafka and process using Kafka Streams/Flink in Java or Quix Streams/Bytewax in Python, then sink it to Snowflake where you can handle non-critical workloads (as is the case for 99% of BI/analytics). This way you can choose the right path for your data depending on how quickly it needs to be served.
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Sunday Daily Thread: What's everyone working on this week?
Working on how to use https://github.com/bytewax/bytewax to create embeddings in real-time for ML use cases. I want to make a small library for embedding pipelines, but still learning about vector dbs and the tradeoffs between the different solutions.
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Arroyo: A distributed stream processing engine written in Rust
Project looks cool! Glad you open sourced it. It could use some comments in the code base to help contributors ;). I also like the datafusion usage, that is awesome. BTW I work on github.com/bytewax/bytewax, which is based on https://github.com/TimelyDataflow/timely-dataflow another Rust dataflow computation engine.
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Launch HN: BuildFlow (YC W23) – The FastAPI of data pipelines
Cool, nice idea. Can you sub in different backend like bytewax (https://github.com/bytewax/bytewax) for stateful processing?
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Kafka Stream Processing in Java or Scala
If you want to keep in your Python/SQL area of expertise and by all means I don't mean to promote not learning a new language, but just as an FYI. There are some non-Java/Scala tools between streaming databases like risingwave and materialize, streaming platforms like fluvio and redpanda, and stream processors like bytewax and faust.
Pyramid
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Ask HN: Do you need a web framework for a startup landing page?
You don't need a framework for a single page. That being said, using a framework is probably a good idea if you intend to be on a growth curve.
Pyramid is a framework written to scale from a small, single-file site to a site that has grown horizontally scaled across multiple servers. If I understand your needs correctly, Pyramid is probably worth a look, here's a link: https://trypyramid.com/
Pyramid is under active development, and it has a large, helpful, welcoming user community.
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What's the most htmx-ish language for the server side?
Pyramid (https://trypyramid.com/) is nice in that it has URL dispatch predicates, like @view_config(header="HX-Target-Name=foo") which lets you have HTMX-specific view functions, which return only what is needed
- The Pyramid Web Framework
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Which has a better Job opportunities? Flask or Django?
Another option my professional web friends like is Pyramid: https://trypyramid.com/ -- it's for professional-level websites/apps that can't use Django for some reason.
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Installing Python3 in Linux
Building, constructing, and maintaining websites is a broad definition of web development. A front-end, which communicates with the client, and a back-end, which contains business logic and interacts with a database, are typical components of web development. Python also supports quite a percentage of the total websites, web apps and software running in the world wide web. The libraries that are applied in web development include: Django, Flask, Pyramid and Turbogears and Web2Py
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The Best Python Web Frameworks🤩
Pyramid
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Is the Pyramid framework dead?
I've been looking for an alternative to Flask and found Pyramid (https://github.com/Pylons/pyramid). API looks great, lots of good design, almost everything I'm looking for, but it looks like this project is near dead. Not much movement since release 2.0, last commit 15th March 2021 (https://github.com/Pylons/pyramid/graphs/contributors).
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Ask HN: What are your favorite web libraries and frameworks?
i been messing with Laravel lately, and it's ass. and/or the entire modern stack is ass. i actually had this app built for me, and i asked the dev to try to strip out as much shit as possible, including, obviously, tailwind. dev did a good job, but it's still a disaster.
flask looks like a dream comparatively.
but. is there a middle ground?
i was a product manager-type on a (python) pylons pyramid project -- https://trypyramid.com/ -- "the start small, finish big, stay finished framework" -- the message sounds good.
seemed fine, but i wasn't a dev on it, and we still had plenty of moving parts for what was a relatively simple e-commerce cms (that, admittedly, had a lot of functionality).
what i really want is a straightjacket -- some framework that says, 'oh, you want to plug in a different templating engine? how about fuck you? will fuck you work for you?'
but i guess that doesn't earn many github stars.
if i had to pick one or recommend one with no other qualifiers, i'd pick sinatra. that way i could do it my way.
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Programming language recommendations for a lightweight web service on a Raspberry Pi running Linux?
For Python, I would recommend Pyramid as a lightweight framework.
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Can I use google cloud for free for non commercial purpose?
If your app is really small/short, you're only fetching crime data and rendering a static image, you can probably do it all with a Cloud Function. This way you don't even need to have nor learn about nor use full web frameworks like Flask, Django, Pyramid, etc. Just raw code plus an HTML template and perhaps a tiny bit of Flask/Jinja2 to render the template.
What are some alternatives?
timely-dataflow - A modular implementation of timely dataflow in Rust
fastapi - FastAPI framework, high performance, easy to learn, fast to code, ready for production
arroyo - Distributed stream processing engine in Rust
Flask - The Python micro framework for building web applications.
2022-bytewax-redpanda-air-quality-monitoring
CherryPy - CherryPy is a pythonic, object-oriented HTTP framework. https://cherrypy.dev
django-unicorn - The magical reactive component framework for Django ✨
web2py - Free and open source full-stack enterprise framework for agile development of secure database-driven web-based applications, written and programmable in Python.
Django - The Web framework for perfectionists with deadlines.
Tornado - Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.
Graphene - GraphQL framework for Python