fastr
graalpython
fastr | graalpython | |
---|---|---|
3 | 13 | |
611 | 1,111 | |
-0.2% | 1.4% | |
9.0 | 10.0 | |
2 days ago | about 17 hours ago | |
Java | Python | |
GNU General Public License v3.0 or later | 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.
fastr
- Launch HN: Enso (YC S21) – Visual programming and workflow tool for data science
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Enso 2.0 is out! Visual programming in Python, Java, R, and JavaScript. Written in Rust and running in WebGL.
We have pretty good support for R. Importing libraries is a little bit hacky atm, but we can help with it. On the other hand, Enso-R runs up to 25 TIMES faster than GNU-R (benchmarks: https://github.com/oracle/fastr), which makes it amazingly suitable for building R-based workflows.
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R compiler similar to Numba
Two main approaches. There is renjin which an implementation of R on the JVM https://www.renjin.org/. You can also have a look at https://github.com/oracle/fastr which is an implementation of R on GraalVM.
graalpython
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socketify.py - Bringing WebSockets, Http/Https High Peformance servers for PyPy3 and Python3
HPy integration to better support CPython, PyPy and GraalPython
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Oracle Contributing GraalVM Community Edition Java Code to OpenJDK
Here are some nice examples: https://www.graalvm.org/22.2/reference-manual/python/Interop...
This may be more readable: https://github.com/oracle/graalpython/blob/master/docs/user/...
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Pyjion – A Python JIT Compiler
Isn't this what the GraalVM [1] guys are also trying to do? Seems like today the competition is between who is more polyglot than the other, JVM, CLR or WASM.
[1] https://github.com/oracle/graalpython
- Python stands to lose its GIL, and gain a lot of speed
- GitHub - oracle/graalpython: A Python 3 implementation built on GraalVM
- A viable solution for Python concurrency
- RustPython: A Python interpreter written in Rust
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Stack Overflow Developer Survey 2021: "Rust reigns supreme as most loved. Python and Typescript are the languages developers want to work with most if they aren’t already doing so."
Graalpython is slowly taking shape, although it's still very alpha: https://github.com/oracle/graalpython
- Launch HN: Enso (YC S21) – Visual programming and workflow tool for data science
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AST based scripting languages
https://github.com/oracle/graalpython is an AST interpreter for Python
What are some alternatives?
enso - Hybrid visual and textual functional programming.
truffleruby - A high performance implementation of the Ruby programming language, built on GraalVM.
graal-js-jdk11-maven-demo - An example project how to run Graal/JavaScript on JDK 11 with Graal as optimizing JIT compiler for best performance.
jython - Python for the Java Platform
graalvm-ce-builds - GraalVM CE binaires built by the GraalVM community
Cython - The most widely used Python to C compiler
benchmarks
Pyjion - Pyjion - A JIT for Python based upon CoreCLR
ide - Enso – a visual and textual functional programming language.
cinder - Cinder is Meta's internal performance-oriented production version of CPython.
graaljs - A ECMAScript 2023 compliant JavaScript implementation built on GraalVM. With polyglot language interoperability support. Running Node.js applications!
hpy - HPy: a better API for Python