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oracle
graalpython
Python2018–2024
oracle / graalpython

graalpython

GraalPy – A high-performance embeddable Python 3 runtime for Java

28Distinct people
31Mentions
0Explicit recommenders
1.7KGitHub stars
REPOSITORY AT A GLANCE

What to know before exploring

What it is

GraalPy – A high-performance embeddable Python 3 runtime for Java

GitHub

Where it is used

No documented product use was verified in the last source check.

What people are saying

No recommendation phrase was found in the indexed comments.

No classified warning is attached to this page. Read the discussions before treating silence as approval.

Also in these discussions

Mentioned in the same Hacker News threads. That is not proof they are substitutes.

This week on Hacker News

Nov 7–Nov 14 UTC · Direct repository links and separately labeled related project stories. Indexed through 11/14/2026, 6:01:08 PM UTC.

No direct repository links were found in the indexed HN discussions over the past seven days. Older discussions are available below.

Mentions over time

HN mentions by year31 dated mentions

Observed mentions: 2018-04-17 20:42:14 UTC to 2024-09-18 17:37:31 UTC.

02462018-01-01 00:00:00 UTC to 2019-01-01 00:00:00 UTC (exclusive): 2 mentions; 0 submissions, 2 comments20182019-01-01 00:00:00 UTC to 2020-01-01 00:00:00 UTC (exclusive): 6 mentions; 2 submissions, 4 comments2020-01-01 00:00:00 UTC to 2021-01-01 00:00:00 UTC (exclusive): 7 mentions; 2 submissions, 5 comments2021-01-01 00:00:00 UTC to 2022-01-01 00:00:00 UTC (exclusive): 6 mentions; 0 submissions, 6 comments20212022-01-01 00:00:00 UTC to 2023-01-01 00:00:00 UTC (exclusive): 2 mentions; 0 submissions, 2 comments2023-01-01 00:00:00 UTC to 2024-01-01 00:00:00 UTC (exclusive): 1 mentions; 0 submissions, 1 comments2024-01-01 00:00:00 UTC to 2025-01-01 00:00:00 UTC (exclusive): 7 mentions; 0 submissions, 7 comments2024

Counts come from the repository’s dated source evidence. Index cutoff: 2026-11-02 08:16:59 UTC.

View mention counts and date ranges
UTC ranges include their start and exclude their end. Select a period to filter the source evidence.
PeriodStart (UTC)End (exclusive, UTC)MentionsSubmissionsComments
20182018-01-01 00:00:00 UTC2019-01-01 00:00:00 UTC202
20192019-01-01 00:00:00 UTC2020-01-01 00:00:00 UTC624
20202020-01-01 00:00:00 UTC2021-01-01 00:00:00 UTC725
20212021-01-01 00:00:00 UTC2022-01-01 00:00:00 UTC606
20222022-01-01 00:00:00 UTC2023-01-01 00:00:00 UTC202
20232023-01-01 00:00:00 UTC2024-01-01 00:00:00 UTC101
20242024-01-01 00:00:00 UTC2025-01-01 00:00:00 UTC707

What Hacker News says

6 sources
What's the current status of Graal's Python implementation in terms of reaching actual usability? The README on its GitHub repo [1] doesn't inspire much confidence but whenever I check that wording hasn't changed. I've been following Graal for quite some time, both as a former PLDI guy but also for my day job. I work in bioinformatics software (mostly cancer genomics research) and our group has a ton of (mostly legacy) code in Java and R, but most of the newly-minted grads coming in lean towards Python. As one of the guys pulling all this stuff together, the Graal "polyglot" multilingual VM concept is of tremendous interest as you can imagine. It would be great to be able to package the legacy stuff interoperably with the new stuff no matter the language, even setting aside the bonus of better performance. But it has basically no prac
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tical use to us without Python (+ packages!) due to the direction and language inclinations of the group. Is there anything new happening on that front? Or anything we could do to help it along? Is there more a detailed status page anywhere? Any sense of when this might land in a truly usable form, or what's the hold up? I'm a bit surprised that the progress with R (with packages) is so far along but the progress with Python (with packages) seems stagnant (at least according to that README). No offense meant to the team, but that's the appearance. Is it the GIL? [1] https://github.com/graalvm/graalpython, which calls it "early-stage experimental" and "very likely that any Python program that requires any packages at all will hit something unsupported".
In A Race of Two Compilers: GraalVM JIT versus HotSpot JIT C2 [video]

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