llrt
ibis
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llrt | ibis | |
---|---|---|
10 | 23 | |
7,582 | 4,208 | |
6.7% | 10.9% | |
9.6 | 10.0 | |
4 days ago | 3 days ago | |
JavaScript | Python | |
Apache License 2.0 | 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.
llrt
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Unlocking Next-Gen Serverless Performance: A Deep Dive into AWS LLRT
FROM --platform=arm64 busybox WORKDIR /var/task/ COPY app.mjs ./ ADD https://github.com/awslabs/llrt/releases/latest/download/llrt-container-arm64 /usr/bin/llrt RUN chmod +x /usr/bin/llrt ENV LAMBDA_HANDLER "app.handler" CMD [ "llrt" ]
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Is AWS Lambda Cold Start Still an Issue?
Let’s get the simplest use case out of the way: cases where the cold starts are so fast that it’s not an issue for you. That’s usually the case for function that use runtimes such as C++, Go, Rust, and LLRT. However, you must follow the best practices and optimizations in every runtime to maintain a low impact cold start.
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JavaScript News, Updates, and Tutorials: February 2024 Edition
But compared to other runtimes, LLRT is not so good in terms of performance when it comes to dealing with large data processing, Monte Carlo simulations, or performing tasks with a large number of iterations. The AWS team says that it is best suited for working with smaller Serverless functions dedicated to tasks such as data transformation, real-time processing, AWS service integrations, authorization, validation, etc. Visit the GitHub repository of this project to learn more information.
- FLaNK Stack 26 February 2024
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People Matter more than Technology when Building Serverless Applications
And lastly, lean into your cloud vendor. Stop trying to build a better mouse trap. Advances in technology are happening all the time. The speed of AWS' Lambda has been rapidly improving over the past couple of years with the launch of things like SnapStart and LLRT
- Hono v4.0.0
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LLRT: A low-latency JavaScript runtime from AWS
It seems they just added the mention to QuickJS, I assume, based on your feedback:
https://github.com/awslabs/llrt/commit/054aefc4d8486f738ed3a...
Props to them on the quick fix!
ibis
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Show HN: Hashquery, a Python library for defining reusable analysis
I really don't understand the appeal of dbt vs a proper programming language. The templating approach leads to massive spaghetti. I look forward to trying out something like Ibis [0]
0: https://ibis-project.org/
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This Week In Python
ibis – portable Python dataframe library
- Ibis: The portable Python dataframe library
- FLaNK Stack 26 February 2024
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Quarto
The main benefit is that you get a Python (or R, Julia or Rust) interpreter. So you can evaluate code. A good example of the value of this is the Ibis docs which use Quarto: https://ibis-project.org/
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Polars – A bird's eye view of Polars
Ive found polars quite intuitive, though for python, I lean more towards [ibis](https://ibis-project.org/). The interface is nearly identical, but ibis has the benefit if building sql queries before pulling any actual data (like dbplyr) — whereas polars requires the data to be in-memory (at least for rdb’s, though correct me if Im wrong)
this to me seems like a good argument for only using ibis, but Im happy to be convinced otherwise
- Ibis – Universal Interface for Data Wrangling
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Vanna.ai: Chat with your SQL database
Please add Ibis Birdbrain https://ibis-project.github.io/ibis-birdbrain/ to the list. Birdbrain is an AI-powered data bot, built on Ibis and Marvin, supporting more than 18 database backends.
See https://github.com/ibis-project/ibis and https://ibis-project.org for more details.
- Ibis
What are some alternatives?
winterjs - Winter is coming... ❄️
snowflake-connector-python - Snowflake Connector for Python
h3 - ⚡️ Minimal H(TTP) framework built for high performance and portability
PySpark-Boilerplate - A boilerplate for writing PySpark Jobs
hono - Web Framework built on Web Standards
Apache Impala - Apache Impala
hermes - A JavaScript engine optimized for running React Native.
pangres - SQL upsert using pandas DataFrames for PostgreSQL, SQlite and MySQL with extra features
pljs - PLJS - Javascript Language Plugin for PostreSQL
sqlite_scanner - DuckDB extension to read and write to SQLite databases
workerd - The JavaScript / Wasm runtime that powers Cloudflare Workers
katacoda