Numba

A Just-In-Time Compiler for Numerical Functions in Python

Numba is an open source, NumPy-aware optimizing compiler for Python sponsored by Anaconda, Inc. It uses the LLVM compiler project to generate machine code from Python syntax.

Numba can compile a large subset of numerically-focused Python, including many NumPy functions. Additionally, Numba has support for automatic parallelization of loops, generation of GPU-accelerated code, and creation of ufuncs and C callbacks.

For more information about Numba, see the Numba homepage: https://numba.pydata.org and the online documentation: https://numba.readthedocs.io/en/stable/index.html

Installation

Please follow the instructions:

https://numba.readthedocs.io/en/stable/user/installing.html

Demo

Please have a look and the demo notebooks via the mybinder service:

https://mybinder.org/v2/gh/numba/numba-examples/master?filepath=notebooks

Contact

Numba has a discourse forum for discussions:

https://numba.discourse.group

Metadata

Release files for numba 0.68.0

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for numba 0.68.0
File	Size	Uploaded
numba-0.68.0.tar.gz	2.9 MB	Sep 30, 2026	Details

Built distributions (wheels)

Table of built distributions (wheels) for numba 0.68.0
File	Interpreter	ABI	Platform	Reset
numba-0.68.0-cp315-cp315-win_amd64.whl 2.8 MB Sep 30, 2026	CPython 3.15	CPython 3.15	Windows x86-64	Details
numba-0.68.0-cp315-cp315-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl 3.9 MB Sep 30, 2026	CPython 3.15	CPython 3.15	Linux glibc 2.28+ x86-64, Linux glibc 2.27+ x86-64	Details
numba-0.68.0-cp315-cp315-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl 3.6 MB Sep 30, 2026	CPython 3.15	CPython 3.15	Linux glibc 2.28+ ARM64, Linux glibc 2.27+ ARM64	Details
numba-0.68.0-cp315-cp315-macosx_12_0_arm64.whl 2.8 MB Sep 30, 2026	CPython 3.15	CPython 3.15	macOS 12.0+ ARM64	Details
numba-0.68.0-cp314-cp314t-win_amd64.whl 2.8 MB Sep 30, 2026	CPython 3.14	CPython 3.14 free-threading	Windows x86-64	Details
numba-0.68.0-cp314-cp314t-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl 3.9 MB Sep 30, 2026	CPython 3.14	CPython 3.14 free-threading	Linux glibc 2.27+ x86-64, Linux glibc 2.28+ x86-64	Details
numba-0.68.0-cp314-cp314t-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl 3.6 MB Sep 30, 2026	CPython 3.14	CPython 3.14 free-threading	Linux glibc 2.28+ ARM64, Linux glibc 2.27+ ARM64	Details
numba-0.68.0-cp314-cp314t-macosx_12_0_arm64.whl 2.8 MB Sep 30, 2026	CPython 3.14	CPython 3.14 free-threading	macOS 12.0+ ARM64	Details
numba-0.68.0-cp314-cp314-win_arm64.whl 2.8 MB Sep 30, 2026	CPython 3.14	CPython 3.14	Windows ARM64	Details
numba-0.68.0-cp314-cp314-win_amd64.whl 2.8 MB Sep 30, 2026	CPython 3.14	CPython 3.14	Windows x86-64	Details
numba-0.68.0-cp314-cp314-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl 3.8 MB Sep 30, 2026	CPython 3.14	CPython 3.14	Linux glibc 2.28+ x86-64, Linux glibc 2.27+ x86-64	Details
numba-0.68.0-cp314-cp314-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl 3.6 MB Sep 30, 2026	CPython 3.14	CPython 3.14	Linux glibc 2.28+ ARM64, Linux glibc 2.27+ ARM64	Details
numba-0.68.0-cp314-cp314-macosx_12_0_arm64.whl 2.8 MB Sep 30, 2026	CPython 3.14	CPython 3.14	macOS 12.0+ ARM64	Details
numba-0.68.0-cp313-cp313-win_arm64.whl 2.8 MB Sep 30, 2026	CPython 3.13	CPython 3.13	Windows ARM64	Details
numba-0.68.0-cp313-cp313-win_amd64.whl 2.8 MB Sep 30, 2026	CPython 3.13	CPython 3.13	Windows x86-64	Details
numba-0.68.0-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl 3.8 MB Sep 30, 2026	CPython 3.13	CPython 3.13	Linux glibc 2.28+ x86-64, Linux glibc 2.27+ x86-64	Details
numba-0.68.0-cp313-cp313-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl 3.6 MB Sep 30, 2026	CPython 3.13	CPython 3.13	Linux glibc 2.27+ ARM64, Linux glibc 2.28+ ARM64	Details
numba-0.68.0-cp313-cp313-macosx_12_0_arm64.whl 2.8 MB Sep 30, 2026	CPython 3.13	CPython 3.13	macOS 12.0+ ARM64	Details
numba-0.68.0-cp312-cp312-win_arm64.whl 2.8 MB Sep 30, 2026	CPython 3.12	CPython 3.12	Windows ARM64	Details
numba-0.68.0-cp312-cp312-win_amd64.whl 2.8 MB Sep 30, 2026	CPython 3.12	CPython 3.12	Windows x86-64	Details
numba-0.68.0-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl 3.9 MB Sep 30, 2026	CPython 3.12	CPython 3.12	Linux glibc 2.28+ x86-64, Linux glibc 2.27+ x86-64	Details
numba-0.68.0-cp312-cp312-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl 3.6 MB Sep 30, 2026	CPython 3.12	CPython 3.12	Linux glibc 2.28+ ARM64, Linux glibc 2.27+ ARM64	Details
numba-0.68.0-cp312-cp312-macosx_12_0_arm64.whl 2.8 MB Sep 30, 2026	CPython 3.12	CPython 3.12	macOS 12.0+ ARM64	Details
numba-0.68.0-cp311-cp311-win_amd64.whl 2.8 MB Sep 30, 2026	CPython 3.11	CPython 3.11	Windows x86-64	Details
numba-0.68.0-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl 3.8 MB Sep 30, 2026	CPython 3.11	CPython 3.11	Linux glibc 2.28+ x86-64, Linux glibc 2.27+ x86-64	Details
numba-0.68.0-cp311-cp311-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl 3.5 MB Sep 30, 2026	CPython 3.11	CPython 3.11	Linux glibc 2.27+ ARM64, Linux glibc 2.28+ ARM64	Details
numba-0.68.0-cp311-cp311-macosx_12_0_arm64.whl 2.8 MB Sep 30, 2026	CPython 3.11	CPython 3.11	macOS 12.0+ ARM64	Details
numba-0.68.0-cp310-cp310-win_amd64.whl 2.8 MB Sep 30, 2026	CPython 3.10	CPython 3.10	Windows x86-64	Details
numba-0.68.0-cp310-cp310-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl 3.8 MB Sep 30, 2026	CPython 3.10	CPython 3.10	Linux glibc 2.28+ x86-64, Linux glibc 2.27+ x86-64	Details
numba-0.68.0-cp310-cp310-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl 3.5 MB Sep 30, 2026	CPython 3.10	CPython 3.10	Linux glibc 2.27+ ARM64, Linux glibc 2.28+ ARM64	Details
numba-0.68.0-cp310-cp310-macosx_12_0_arm64.whl 2.8 MB Sep 30, 2026	CPython 3.10	CPython 3.10	macOS 12.0+ ARM64	Details

Total release size: 102.4 MB

Release files / numba-0.68.0.tar.gz

Download URL	numba-0.68.0.tar.gz
Size	2.9 MB
Tags	Source
SHA-256 checksum How to use checksums	`8a781de54b980b98f43bff7f1093701b5f07c80d031c7cfa8a87493d8bf73f2d`
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Upload date	Sep 30, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

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Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/numba/numba
Publishing commit: github.com/numba/numba/tree/8c0a6033c9c5b4e8340d508e8d09f71813f48376

Workflow

Publishing configuration: github.com/numba/numba/blob/8c0a6033c9c5b4e8340d508e8d09f71813f48376/.github/workflows/upload_packages.yml
Publishing logs: github.com/numba/numba/actions/runs/36733295083/attempts/1

Artifact

Subject: numba-0.68.0.tar.gz
SHA-256 checksum: 8a781de54b980b98f43bff7f1093701b5f07c80d031c7cfa8a87493d8bf73f2d Verifying attestations

Release files / numba-0.68.0-cp315-cp315-win_amd64.whl

Download URL	numba-0.68.0-cp315-cp315-win_amd64.whl
Size	2.8 MB
Tags	CPython 3.15 Windows x86-64
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Upload date	Sep 30, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

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Publishing platform: GitHub Actions
Publishing repository: github.com/numba/numba
Publishing commit: github.com/numba/numba/tree/8c0a6033c9c5b4e8340d508e8d09f71813f48376

Workflow

Publishing configuration: github.com/numba/numba/blob/8c0a6033c9c5b4e8340d508e8d09f71813f48376/.github/workflows/upload_packages.yml
Publishing logs: github.com/numba/numba/actions/runs/36733295083/attempts/1

Artifact

Subject: numba-0.68.0-cp315-cp315-win_amd64.whl
SHA-256 checksum: a2d21bb9c4b4818a1e71721ebd19172f488591d548f08453593348b7048ba1fb Verifying attestations

Release files / numba-0.68.0-cp315-cp315-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl

Download URL	numba-0.68.0-cp315-cp315-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
Size	3.9 MB
Tags	CPython 3.15 Linux glibc 2.27+ x86-64 Linux glibc 2.28+ x86-64
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Upload date	Sep 30, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/numba/numba
Publishing commit: github.com/numba/numba/tree/8c0a6033c9c5b4e8340d508e8d09f71813f48376

Workflow

Publishing configuration: github.com/numba/numba/blob/8c0a6033c9c5b4e8340d508e8d09f71813f48376/.github/workflows/upload_packages.yml
Publishing logs: github.com/numba/numba/actions/runs/36733295083/attempts/1

Artifact

Subject: numba-0.68.0-cp315-cp315-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
SHA-256 checksum: c1f1180e0332ad5143905288325485b52ac76102330811dc6f2c10088cf4cedc Verifying attestations

Release files / numba-0.68.0-cp315-cp315-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl

Download URL	numba-0.68.0-cp315-cp315-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl
Size	3.6 MB
Tags	CPython 3.15 Linux glibc 2.27+ ARM64 Linux glibc 2.28+ ARM64
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Upload date	Sep 30, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/numba/numba
Publishing commit: github.com/numba/numba/tree/8c0a6033c9c5b4e8340d508e8d09f71813f48376

Workflow

Publishing configuration: github.com/numba/numba/blob/8c0a6033c9c5b4e8340d508e8d09f71813f48376/.github/workflows/upload_packages.yml
Publishing logs: github.com/numba/numba/actions/runs/36733295083/attempts/1

Artifact

Subject: numba-0.68.0-cp315-cp315-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl
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Release files / numba-0.68.0-cp315-cp315-macosx_12_0_arm64.whl

Download URL	numba-0.68.0-cp315-cp315-macosx_12_0_arm64.whl
Size	2.8 MB
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Upload date	Sep 30, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

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Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/numba/numba
Publishing commit: github.com/numba/numba/tree/8c0a6033c9c5b4e8340d508e8d09f71813f48376

Workflow

Publishing configuration: github.com/numba/numba/blob/8c0a6033c9c5b4e8340d508e8d09f71813f48376/.github/workflows/upload_packages.yml
Publishing logs: github.com/numba/numba/actions/runs/36733295083/attempts/1

Artifact

Subject: numba-0.68.0-cp315-cp315-macosx_12_0_arm64.whl
SHA-256 checksum: 39f935bc854be87784675d9674f5503e56df5a501c95c95bdfb6b3c0b4b9ed1b Verifying attestations

Release files / numba-0.68.0-cp314-cp314t-win_amd64.whl

Download URL	numba-0.68.0-cp314-cp314t-win_amd64.whl
Size	2.8 MB
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Upload date	Sep 30, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

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Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/numba/numba
Publishing commit: github.com/numba/numba/tree/8c0a6033c9c5b4e8340d508e8d09f71813f48376

Workflow

Publishing configuration: github.com/numba/numba/blob/8c0a6033c9c5b4e8340d508e8d09f71813f48376/.github/workflows/upload_packages.yml
Publishing logs: github.com/numba/numba/actions/runs/36733295083/attempts/1

Artifact

Subject: numba-0.68.0-cp314-cp314t-win_amd64.whl
SHA-256 checksum: cad7d5f6fe8eb42a69c500d36c94a61d094f3b91a7a5581a31d1df2eb925d33a Verifying attestations

Release files / numba-0.68.0-cp314-cp314t-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl

Download URL	numba-0.68.0-cp314-cp314t-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
Size	3.9 MB
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Upload date	Sep 30, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

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Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/numba/numba
Publishing commit: github.com/numba/numba/tree/8c0a6033c9c5b4e8340d508e8d09f71813f48376

Workflow

Publishing configuration: github.com/numba/numba/blob/8c0a6033c9c5b4e8340d508e8d09f71813f48376/.github/workflows/upload_packages.yml
Publishing logs: github.com/numba/numba/actions/runs/36733295083/attempts/1

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Subject: numba-0.68.0-cp314-cp314t-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
SHA-256 checksum: a08750c81fd5c2d9f2c169a73114efb907159401dde9ef4a3b629fa45e097cb7 Verifying attestations

Release files / numba-0.68.0-cp314-cp314t-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl

Download URL	numba-0.68.0-cp314-cp314t-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl
Size	3.6 MB
Tags	CPython 3.14 CPython 3.14 free-threading Linux glibc 2.27+ ARM64 Linux glibc 2.28+ ARM64
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Upload date	Sep 30, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

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Publishing platform: GitHub Actions
Publishing repository: github.com/numba/numba
Publishing commit: github.com/numba/numba/tree/8c0a6033c9c5b4e8340d508e8d09f71813f48376

Workflow

Publishing configuration: github.com/numba/numba/blob/8c0a6033c9c5b4e8340d508e8d09f71813f48376/.github/workflows/upload_packages.yml
Publishing logs: github.com/numba/numba/actions/runs/36733295083/attempts/1

Artifact

Subject: numba-0.68.0-cp314-cp314t-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl
SHA-256 checksum: 1a3aa5558ba1c316020a0c2f6042be6ae063cfc6eb0c7badb3a0c77d2b5308b7 Verifying attestations

Release files / numba-0.68.0-cp314-cp314t-macosx_12_0_arm64.whl

Download URL	numba-0.68.0-cp314-cp314t-macosx_12_0_arm64.whl
Size	2.8 MB
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Upload date	Sep 30, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

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Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/numba/numba
Publishing commit: github.com/numba/numba/tree/8c0a6033c9c5b4e8340d508e8d09f71813f48376

Workflow

Publishing configuration: github.com/numba/numba/blob/8c0a6033c9c5b4e8340d508e8d09f71813f48376/.github/workflows/upload_packages.yml
Publishing logs: github.com/numba/numba/actions/runs/36733295083/attempts/1

Artifact

Subject: numba-0.68.0-cp314-cp314t-macosx_12_0_arm64.whl
SHA-256 checksum: 79160dc2a3ff0e02aaada2c385faa6de73d71a11f06419d29bb0a90042d243a3 Verifying attestations

Release files / numba-0.68.0-cp314-cp314-win_arm64.whl

Download URL	numba-0.68.0-cp314-cp314-win_arm64.whl
Size	2.8 MB
Tags	CPython 3.14 Windows ARM64
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Upload date	Sep 30, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/numba/numba
Publishing commit: github.com/numba/numba/tree/8c0a6033c9c5b4e8340d508e8d09f71813f48376

Workflow

Publishing configuration: github.com/numba/numba/blob/8c0a6033c9c5b4e8340d508e8d09f71813f48376/.github/workflows/upload_packages.yml
Publishing logs: github.com/numba/numba/actions/runs/36733295083/attempts/1

Artifact

Subject: numba-0.68.0-cp314-cp314-win_arm64.whl
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Release files / numba-0.68.0-cp314-cp314-win_amd64.whl

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Upload date	Sep 30, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

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Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/numba/numba
Publishing commit: github.com/numba/numba/tree/8c0a6033c9c5b4e8340d508e8d09f71813f48376

Workflow

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Publishing logs: github.com/numba/numba/actions/runs/36733295083/attempts/1

Artifact

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SHA-256 checksum: 9c03de7085f08ba11ab2444f252e822c14cee5fa02b73e84d5afd5e28b2bce0f Verifying attestations

Release files / numba-0.68.0-cp314-cp314-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl

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Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/numba/numba
Publishing commit: github.com/numba/numba/tree/8c0a6033c9c5b4e8340d508e8d09f71813f48376

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Artifact

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SHA-256 checksum: ea11c865265e39a6019e2f0fe62743825127b3b7bc4815916f5d5121fd9b262b Verifying attestations

Release files / numba-0.68.0-cp314-cp314-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl

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Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/numba/numba
Publishing commit: github.com/numba/numba/tree/8c0a6033c9c5b4e8340d508e8d09f71813f48376

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Artifact

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Release files / numba-0.68.0-cp314-cp314-macosx_12_0_arm64.whl

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Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/numba/numba
Publishing commit: github.com/numba/numba/tree/8c0a6033c9c5b4e8340d508e8d09f71813f48376

Workflow

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Artifact

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Release files / numba-0.68.0-cp313-cp313-win_arm64.whl

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Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/numba/numba
Publishing commit: github.com/numba/numba/tree/8c0a6033c9c5b4e8340d508e8d09f71813f48376

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Artifact

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Release files / numba-0.68.0-cp313-cp313-win_amd64.whl

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Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/numba/numba
Publishing commit: github.com/numba/numba/tree/8c0a6033c9c5b4e8340d508e8d09f71813f48376

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Artifact

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Release files / numba-0.68.0-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl

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Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/numba/numba
Publishing commit: github.com/numba/numba/tree/8c0a6033c9c5b4e8340d508e8d09f71813f48376

Workflow

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Artifact

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SHA-256 checksum: be647fbc60c18c0323b34479f80173879654894eec58ad061f4b1901e294d854 Verifying attestations

Release files / numba-0.68.0-cp313-cp313-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl

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Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/numba/numba
Publishing commit: github.com/numba/numba/tree/8c0a6033c9c5b4e8340d508e8d09f71813f48376

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Artifact

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Release files / numba-0.68.0-cp313-cp313-macosx_12_0_arm64.whl

Download URL	numba-0.68.0-cp313-cp313-macosx_12_0_arm64.whl
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Upload date	Sep 30, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/numba/numba
Publishing commit: github.com/numba/numba/tree/8c0a6033c9c5b4e8340d508e8d09f71813f48376

Workflow

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Artifact

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Release files / numba-0.68.0-cp312-cp312-win_arm64.whl

Download URL	numba-0.68.0-cp312-cp312-win_arm64.whl
Size	2.8 MB
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Upload date	Sep 30, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/numba/numba
Publishing commit: github.com/numba/numba/tree/8c0a6033c9c5b4e8340d508e8d09f71813f48376

Workflow

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Artifact

Subject: numba-0.68.0-cp312-cp312-win_arm64.whl
SHA-256 checksum: 25aa7021e163701f9b3e8e77be81836a4b399500eef073d75bc906ad5eff46e9 Verifying attestations

Release files / numba-0.68.0-cp312-cp312-win_amd64.whl

Download URL	numba-0.68.0-cp312-cp312-win_amd64.whl
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Upload date	Sep 30, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/numba/numba
Publishing commit: github.com/numba/numba/tree/8c0a6033c9c5b4e8340d508e8d09f71813f48376

Workflow

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Artifact

Subject: numba-0.68.0-cp312-cp312-win_amd64.whl
SHA-256 checksum: 530961dc7e41ee358eca2b828baf7b645ce6fa466d778bb9dc73855dd103c4f7 Verifying attestations

Release files / numba-0.68.0-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl

Download URL	numba-0.68.0-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
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Upload date	Sep 30, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/numba/numba
Publishing commit: github.com/numba/numba/tree/8c0a6033c9c5b4e8340d508e8d09f71813f48376

Workflow

Publishing configuration: github.com/numba/numba/blob/8c0a6033c9c5b4e8340d508e8d09f71813f48376/.github/workflows/upload_packages.yml
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Artifact

Subject: numba-0.68.0-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
SHA-256 checksum: 51fe913a70fe9a7a0b193757ff977a9e96c82ae936ae388aec8990814fffdf9d Verifying attestations

Release files / numba-0.68.0-cp312-cp312-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl

Download URL	numba-0.68.0-cp312-cp312-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl
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Upload date	Sep 30, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/numba/numba
Publishing commit: github.com/numba/numba/tree/8c0a6033c9c5b4e8340d508e8d09f71813f48376

Workflow

Publishing configuration: github.com/numba/numba/blob/8c0a6033c9c5b4e8340d508e8d09f71813f48376/.github/workflows/upload_packages.yml
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Artifact

Subject: numba-0.68.0-cp312-cp312-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl
SHA-256 checksum: e3ee1f49b62efbbb804f731f2bd602bd1f8b8d3cc13009f25d69955675f82407 Verifying attestations

Release files / numba-0.68.0-cp312-cp312-macosx_12_0_arm64.whl

Download URL	numba-0.68.0-cp312-cp312-macosx_12_0_arm64.whl
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Upload date	Sep 30, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/numba/numba
Publishing commit: github.com/numba/numba/tree/8c0a6033c9c5b4e8340d508e8d09f71813f48376

Workflow

Publishing configuration: github.com/numba/numba/blob/8c0a6033c9c5b4e8340d508e8d09f71813f48376/.github/workflows/upload_packages.yml
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Artifact

Subject: numba-0.68.0-cp312-cp312-macosx_12_0_arm64.whl
SHA-256 checksum: 0fdaa2f0256862ebbcd9632ef01ba2a4b94e6d116029e5051a92340d4050a501 Verifying attestations

Release files / numba-0.68.0-cp311-cp311-win_amd64.whl

Download URL	numba-0.68.0-cp311-cp311-win_amd64.whl
Size	2.8 MB
Tags	CPython 3.11 Windows x86-64
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Upload date	Sep 30, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/numba/numba
Publishing commit: github.com/numba/numba/tree/8c0a6033c9c5b4e8340d508e8d09f71813f48376

Workflow

Publishing configuration: github.com/numba/numba/blob/8c0a6033c9c5b4e8340d508e8d09f71813f48376/.github/workflows/upload_packages.yml
Publishing logs: github.com/numba/numba/actions/runs/36733295083/attempts/1

Artifact

Subject: numba-0.68.0-cp311-cp311-win_amd64.whl
SHA-256 checksum: d36f7c6a07c27fa175f5a4683083c6a830f7791fbda592a8676ce47a444965f7 Verifying attestations

Release files / numba-0.68.0-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl

Download URL	numba-0.68.0-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
Size	3.8 MB
Tags	CPython 3.11 Linux glibc 2.27+ x86-64 Linux glibc 2.28+ x86-64
SHA-256 checksum How to use checksums	`68f92839637a2aaca8ae124c3abf91f648d2fade50953ea8e81ec604ac05a771`
BLAKE2b-256 checksum How to use checksums	`33dcba4eaf844972bf9647314079f3a4cad79f63614b388b667103a2e7f521df`
Upload date	Sep 30, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/numba/numba
Publishing commit: github.com/numba/numba/tree/8c0a6033c9c5b4e8340d508e8d09f71813f48376

Workflow

Publishing configuration: github.com/numba/numba/blob/8c0a6033c9c5b4e8340d508e8d09f71813f48376/.github/workflows/upload_packages.yml
Publishing logs: github.com/numba/numba/actions/runs/36733295083/attempts/1

Artifact

Subject: numba-0.68.0-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
SHA-256 checksum: 68f92839637a2aaca8ae124c3abf91f648d2fade50953ea8e81ec604ac05a771 Verifying attestations

Release files / numba-0.68.0-cp311-cp311-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl

Download URL	numba-0.68.0-cp311-cp311-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl
Size	3.5 MB
Tags	CPython 3.11 Linux glibc 2.27+ ARM64 Linux glibc 2.28+ ARM64
SHA-256 checksum How to use checksums	`954e2684bca3ea11235272df28e8ef40f18a682c1c635a2398032b404675d8fa`
BLAKE2b-256 checksum How to use checksums	`42142ecbe9a046c611077b7b9ac267e9829aec473cf4f4314d181bd043c76fcf`
Upload date	Sep 30, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/numba/numba
Publishing commit: github.com/numba/numba/tree/8c0a6033c9c5b4e8340d508e8d09f71813f48376

Workflow

Publishing configuration: github.com/numba/numba/blob/8c0a6033c9c5b4e8340d508e8d09f71813f48376/.github/workflows/upload_packages.yml
Publishing logs: github.com/numba/numba/actions/runs/36733295083/attempts/1

Artifact

Subject: numba-0.68.0-cp311-cp311-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl
SHA-256 checksum: 954e2684bca3ea11235272df28e8ef40f18a682c1c635a2398032b404675d8fa Verifying attestations

Release files / numba-0.68.0-cp311-cp311-macosx_12_0_arm64.whl

Download URL	numba-0.68.0-cp311-cp311-macosx_12_0_arm64.whl
Size	2.8 MB
Tags	CPython 3.11 macOS 12.0+ ARM64
SHA-256 checksum How to use checksums	`50399af9d3799a4677044294861169c614bd7e1d8bbfc9479f78a67ab28ff427`
BLAKE2b-256 checksum How to use checksums	`54fc57b1ce7b92cadbb4084a2ca30d9cfc8937a45ece9a64bc6050e527cbc14b`
Upload date	Sep 30, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/numba/numba
Publishing commit: github.com/numba/numba/tree/8c0a6033c9c5b4e8340d508e8d09f71813f48376

Workflow

Publishing configuration: github.com/numba/numba/blob/8c0a6033c9c5b4e8340d508e8d09f71813f48376/.github/workflows/upload_packages.yml
Publishing logs: github.com/numba/numba/actions/runs/36733295083/attempts/1

Artifact

Subject: numba-0.68.0-cp311-cp311-macosx_12_0_arm64.whl
SHA-256 checksum: 50399af9d3799a4677044294861169c614bd7e1d8bbfc9479f78a67ab28ff427 Verifying attestations

Release files / numba-0.68.0-cp310-cp310-win_amd64.whl

Download URL	numba-0.68.0-cp310-cp310-win_amd64.whl
Size	2.8 MB
Tags	CPython 3.10 Windows x86-64
SHA-256 checksum How to use checksums	`83c22d3cede341102bc215e373c6db30ac36a4aee46ba3d5fb8a574f7a580933`
BLAKE2b-256 checksum How to use checksums	`fa53344c32e45cf7d59896d872351ca5b630010cc228f27892d9c6a59a753c18`
Upload date	Sep 30, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/numba/numba
Publishing commit: github.com/numba/numba/tree/8c0a6033c9c5b4e8340d508e8d09f71813f48376

Workflow

Publishing configuration: github.com/numba/numba/blob/8c0a6033c9c5b4e8340d508e8d09f71813f48376/.github/workflows/upload_packages.yml
Publishing logs: github.com/numba/numba/actions/runs/36733295083/attempts/1

Artifact

Subject: numba-0.68.0-cp310-cp310-win_amd64.whl
SHA-256 checksum: 83c22d3cede341102bc215e373c6db30ac36a4aee46ba3d5fb8a574f7a580933 Verifying attestations

Release files / numba-0.68.0-cp310-cp310-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl

Download URL	numba-0.68.0-cp310-cp310-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
Size	3.8 MB
Tags	CPython 3.10 Linux glibc 2.27+ x86-64 Linux glibc 2.28+ x86-64
SHA-256 checksum How to use checksums	`3a5ca82e12b665ef30a19c124f0bd766471cf924c71f70638cb9ade72cc3896f`
BLAKE2b-256 checksum How to use checksums	`88316368a595bc06c4d9e94bea624037251e2d146f92f712a5c5f0f48d5af921`
Upload date	Sep 30, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/numba/numba
Publishing commit: github.com/numba/numba/tree/8c0a6033c9c5b4e8340d508e8d09f71813f48376

Workflow

Publishing configuration: github.com/numba/numba/blob/8c0a6033c9c5b4e8340d508e8d09f71813f48376/.github/workflows/upload_packages.yml
Publishing logs: github.com/numba/numba/actions/runs/36733295083/attempts/1

Artifact

Subject: numba-0.68.0-cp310-cp310-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
SHA-256 checksum: 3a5ca82e12b665ef30a19c124f0bd766471cf924c71f70638cb9ade72cc3896f Verifying attestations

Release files / numba-0.68.0-cp310-cp310-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl

Download URL	numba-0.68.0-cp310-cp310-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl
Size	3.5 MB
Tags	CPython 3.10 Linux glibc 2.27+ ARM64 Linux glibc 2.28+ ARM64
SHA-256 checksum How to use checksums	`791b8d74951e662cb6a4488c8fb382c862459f62c58f4fe69d959a01fc98b6d5`
BLAKE2b-256 checksum How to use checksums	`e3f0da33033754578aa1c622e99acf36c02c98b96f43b7571e6f66ba93795460`
Upload date	Sep 30, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/numba/numba
Publishing commit: github.com/numba/numba/tree/8c0a6033c9c5b4e8340d508e8d09f71813f48376

Workflow

Publishing configuration: github.com/numba/numba/blob/8c0a6033c9c5b4e8340d508e8d09f71813f48376/.github/workflows/upload_packages.yml
Publishing logs: github.com/numba/numba/actions/runs/36733295083/attempts/1

Artifact

Subject: numba-0.68.0-cp310-cp310-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl
SHA-256 checksum: 791b8d74951e662cb6a4488c8fb382c862459f62c58f4fe69d959a01fc98b6d5 Verifying attestations

Release files / numba-0.68.0-cp310-cp310-macosx_12_0_arm64.whl

Download URL	numba-0.68.0-cp310-cp310-macosx_12_0_arm64.whl
Size	2.8 MB
Tags	CPython 3.10 macOS 12.0+ ARM64
SHA-256 checksum How to use checksums	`080bf1d0dc6adaa834400b6f92e5407de2a7dd80a665f71f74597e95508b2f1f`
BLAKE2b-256 checksum How to use checksums	`54c352ee9278fed44d6f16e700ff275a8039d2fd0f13d3c5fe84a65c455dbf49`
Upload date	Sep 30, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/numba/numba
Publishing commit: github.com/numba/numba/tree/8c0a6033c9c5b4e8340d508e8d09f71813f48376

Workflow

Publishing configuration: github.com/numba/numba/blob/8c0a6033c9c5b4e8340d508e8d09f71813f48376/.github/workflows/upload_packages.yml
Publishing logs: github.com/numba/numba/actions/runs/36733295083/attempts/1

Artifact

Subject: numba-0.68.0-cp310-cp310-macosx_12_0_arm64.whl
SHA-256 checksum: 080bf1d0dc6adaa834400b6f92e5407de2a7dd80a665f71f74597e95508b2f1f Verifying attestations