benchmarks
graalpython
benchmarks | graalpython | |
---|---|---|
5 | 13 | |
2 | 1,111 | |
- | 1.4% | |
0.0 | 10.0 | |
about 3 years ago | 3 days ago | |
Jupyter Notebook | Python | |
- | 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.
benchmarks
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How we should improve Enso so it will become the most powerful ETL and data analytics tool for you?
Hi, I’m Sylwia, a co-founder of Enso, a no-code interactive ETL and data analytics tool (https://enso.org, Y Combinator S21). We just released a big update to Enso 2.0, it’s still rough around the edges, but it should already become one of the most powerful tools in your toolbox. 🧠 Enso is the most interactive ETL and data analytics tool you’ve ever used. Enso analyses the data, suggests possible next steps, and displays related help and examples-all in real time. Also, it is super fast, up to 80x faster than Python. ☀️ Do you want to use Enso for your project? We will help you! Tell us about your needs, and we will provide you with dedicated data analysts, priority bug support, and amazing Enso SWAG. ❤️ HOW DO I START? Enso is 100% Open Source and free to use. Download Enso, see our tutorials, and get in touch with us and our community!
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Big update on Enso 2.0 - textual/visual programming language for data analysis!
Hi, I’m Sylwia, a co-founder of Enso, a visual / textual programming language for data analysis (https://enso.org, Y Combinator S21). We just released a big update to Enso 2.0 alpha, it’s still rough around the edges, but it should already become one of the most powerful tools in your toolbox. 🧠 WHY ENSO IS UNLIKE ANYTHING YOU'VE USED SO FAR? - FAST It is up to 80x faster than Python. - EXTENSIBLE You can include any JS visualization and use any libraries from Java, JavaScript, R, and Python. - INTERACTIVE & HELPS YOU MAKE THE NEXT STEPS Enso analyses the data, suggests possible next steps and displays related help and examples. All in real-time. ☀️ Do you want to use Enso for your project? We will help you! Tell us about your needs, and we will provide you with dedicated data analysts, priority bug support, and amazing Enso SWAG. ❤️ HOW DO I START? Enso is 100% Open Source and free to use. Download Enso, see our tutorials, and get in touch with us and our community! We would love to hear your feedback about our product, so we can improve it during next months ❤️
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Big update to Enso 2.0 - a textual/visual programming language.
FAST It is up to 80x faster than Python.
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Enso 2.0 is out! A no-code interactive ETL and data analytics tool, (https://enso.org, Y Combinator S21).
🧠 Enso is the most interactive ETL and data analytics tool you’ve ever used. Enso analyzes the data, suggests possible next steps, and displays related help and examples—all in real time. Also, it is super fast, up to 80x faster than Python.
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Launch HN: Enso (YC S21) – Visual programming and workflow tool for data science
Luna was our early prototype and it indeed had significant performance problems. Our new JIT compiler is able to execute the graphs really fast (in fact, in many cases we are up to 80x faster than Python nowadays: https://github.com/enso-org/benchmarks).
However, sometimes we see that the WebGL is super-slow on some machines. May I ask you for more details, please? The important bits would be whether you experience the slowdown when using the IDE (like dragging, zooming) or when waiting for data to be computed? In both cases, we would be more than thankful for an issue containing machine spec: https://github.com/enso-org/enso/issues .
Enso should work for you with the same visual performance as in this video (this was recorded on a few years old MacBook Pro): https://youtu.be/fQvWMoOjmQk . If its not this smooth, we need to investigate it, because this is something system / machine specific.
There is unfortunately no other way for us to improve and progress from alpha to beta, so we will be very thankful for help here! <3
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?
graalvm-ce-builds - GraalVM CE binaires built by the GraalVM community
truffleruby - A high performance implementation of the Ruby programming language, built on GraalVM.
enso - Hybrid visual and textual functional programming.
jython - Python for the Java Platform
graaljs - A ECMAScript 2023 compliant JavaScript implementation built on GraalVM. With polyglot language interoperability support. Running Node.js applications!
Cython - The most widely used Python to C compiler
enso
Pyjion - Pyjion - A JIT for Python based upon CoreCLR
LuaJIT - Mirror of the LuaJIT git repository
cinder - Cinder is Meta's internal performance-oriented production version of CPython.
fastr - A high-performance implementation of the R programming language, built on GraalVM.
hpy - HPy: a better API for Python