Symbolic Aggregate approXimation

This package implements the Symbolic Aggregate approXimation (SAX) algorithm in C++ with Python bindings using pybind11. SAX is a time series discretization method that represents a continuous-valued time series as a (sliding window of) symbolic representation(s).

Jessica Lin's SAX page

Eamonn Keogh's SAX page

Installation

The easiest way to install sax-ts is via pip:

pip install sax-ts

If you want to run the tests locally, install the optional dependencies:

pip install "sax-ts[test]"

You can then import the sax and paa functions as follows:

from sax_ts import sax, paa

References

P. Patel, E. Keogh, J. Lin and S. Lonardi, "Mining motifs in massive time series databases," 2002 IEEE International Conference on Data Mining, 2002. Proceedings., Maebashi City, Japan, 2002, pp. 370-377, doi: 10.1109/ICDM.2002.1183925.

J. Lin, E. Keogh, S. Lonardi, and B. Chiu, "A symbolic representation of time series, with implications for streaming algorithms," In Proceedings of the 8th ACM SIGMOD workshop on Research issues in data mining and knowledge discovery, 2003, pp. 2-11, doi: 10.1145/882082.882086.

J. Lin, E. Keogh, L. Wei, and S. Lonardi, "Experiencing SAX: a novel symbolic representation of time series," Data Min Knowl Disc, vol. 15, pp. 107–144, Apr. 2007, doi: 10.1007/s10618-007-0064-z.

Metadata

Release files for sax-ts 1.3

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

Source distribution (sdist)

Source distribution for sax-ts 1.3
File	Size	Uploaded
sax_ts-1.3.tar.gz	6.9 kB	Aug 21, 2026	Details

Built distributions (wheels)

Table of built distributions (wheels) for sax-ts 1.3
File	Interpreter	ABI	Platform	Reset
sax_ts-1.3-cp314-cp314t-win_amd64.whl 90.5 kB Aug 21, 2026	CPython 3.14	CPython 3.14 free-threading	Windows x86-64	Details
sax_ts-1.3-cp314-cp314t-win32.whl 76.1 kB Aug 21, 2026	CPython 3.14	CPython 3.14 free-threading	Windows x86-32	Details
sax_ts-1.3-cp314-cp314t-musllinux_1_2_x86_64.whl 1.1 MB Aug 21, 2026	CPython 3.14	CPython 3.14 free-threading	Linux musl 1.2+ x86-64	Details
sax_ts-1.3-cp314-cp314t-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl 95.4 kB Aug 21, 2026	CPython 3.14	CPython 3.14 free-threading	Linux glibc 2.28+ x86-64, Linux glibc 2.24+ x86-64	Details
sax_ts-1.3-cp314-cp314t-macosx_11_0_arm64.whl 80.1 kB Aug 21, 2026	CPython 3.14	CPython 3.14 free-threading	macOS 11.0+ ARM64	Details
sax_ts-1.3-cp314-cp314-win_amd64.whl 87.1 kB Aug 21, 2026	CPython 3.14	CPython 3.14	Windows x86-64	Details
sax_ts-1.3-cp314-cp314-win32.whl 73.3 kB Aug 21, 2026	CPython 3.14	CPython 3.14	Windows x86-32	Details
sax_ts-1.3-cp314-cp314-musllinux_1_2_x86_64.whl 1.1 MB Aug 21, 2026	CPython 3.14	CPython 3.14	Linux musl 1.2+ x86-64	Details
sax_ts-1.3-cp314-cp314-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl 95.0 kB Aug 21, 2026	CPython 3.14	CPython 3.14	Linux glibc 2.28+ x86-64, Linux glibc 2.24+ x86-64	Details
sax_ts-1.3-cp314-cp314-macosx_11_0_arm64.whl 76.8 kB Aug 21, 2026	CPython 3.14	CPython 3.14	macOS 11.0+ ARM64	Details
sax_ts-1.3-cp313-cp313-win_amd64.whl 85.1 kB Aug 21, 2026	CPython 3.13	CPython 3.13	Windows x86-64	Details
sax_ts-1.3-cp313-cp313-win32.whl 71.4 kB Aug 21, 2026	CPython 3.13	CPython 3.13	Windows x86-32	Details
sax_ts-1.3-cp313-cp313-musllinux_1_2_x86_64.whl 1.1 MB Aug 21, 2026	CPython 3.13	CPython 3.13	Linux musl 1.2+ x86-64	Details
sax_ts-1.3-cp313-cp313-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl 94.8 kB Aug 21, 2026	CPython 3.13	CPython 3.13	Linux glibc 2.28+ x86-64, Linux glibc 2.24+ x86-64	Details
sax_ts-1.3-cp313-cp313-macosx_11_0_arm64.whl 76.7 kB Aug 21, 2026	CPython 3.13	CPython 3.13	macOS 11.0+ ARM64	Details
sax_ts-1.3-cp312-cp312-win_amd64.whl 85.0 kB Aug 21, 2026	CPython 3.12	CPython 3.12	Windows x86-64	Details
sax_ts-1.3-cp312-cp312-win32.whl 71.4 kB Aug 21, 2026	CPython 3.12	CPython 3.12	Windows x86-32	Details
sax_ts-1.3-cp312-cp312-musllinux_1_2_x86_64.whl 1.1 MB Aug 21, 2026	CPython 3.12	CPython 3.12	Linux musl 1.2+ x86-64	Details
sax_ts-1.3-cp312-cp312-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl 94.8 kB Aug 21, 2026	CPython 3.12	CPython 3.12	Linux glibc 2.24+ x86-64, Linux glibc 2.28+ x86-64	Details
sax_ts-1.3-cp312-cp312-macosx_11_0_arm64.whl 76.6 kB Aug 21, 2026	CPython 3.12	CPython 3.12	macOS 11.0+ ARM64	Details
sax_ts-1.3-cp311-cp311-win_amd64.whl 84.0 kB Aug 21, 2026	CPython 3.11	CPython 3.11	Windows x86-64	Details
sax_ts-1.3-cp311-cp311-win32.whl 71.0 kB Aug 21, 2026	CPython 3.11	CPython 3.11	Windows x86-32	Details
sax_ts-1.3-cp311-cp311-musllinux_1_2_x86_64.whl 1.1 MB Aug 21, 2026	CPython 3.11	CPython 3.11	Linux musl 1.2+ x86-64	Details
sax_ts-1.3-cp311-cp311-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl 93.4 kB Aug 21, 2026	CPython 3.11	CPython 3.11	Linux glibc 2.24+ x86-64, Linux glibc 2.28+ x86-64	Details
sax_ts-1.3-cp311-cp311-macosx_11_0_arm64.whl 76.0 kB Aug 21, 2026	CPython 3.11	CPython 3.11	macOS 11.0+ ARM64	Details
sax_ts-1.3-cp310-cp310-win_amd64.whl 82.9 kB Aug 21, 2026	CPython 3.10	CPython 3.10	Windows x86-64	Details
sax_ts-1.3-cp310-cp310-win32.whl 69.9 kB Aug 21, 2026	CPython 3.10	CPython 3.10	Windows x86-32	Details
sax_ts-1.3-cp310-cp310-musllinux_1_2_x86_64.whl 1.1 MB Aug 21, 2026	CPython 3.10	CPython 3.10	Linux musl 1.2+ x86-64	Details
sax_ts-1.3-cp310-cp310-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl 92.0 kB Aug 21, 2026	CPython 3.10	CPython 3.10	Linux glibc 2.28+ x86-64, Linux glibc 2.24+ x86-64	Details
sax_ts-1.3-cp310-cp310-macosx_11_0_arm64.whl 74.8 kB Aug 21, 2026	CPython 3.10	CPython 3.10	macOS 11.0+ ARM64	Details
sax_ts-1.3-cp39-cp39-win_amd64.whl 83.1 kB Aug 21, 2026	CPython 3.9	CPython 3.9	Windows x86-64	Details
sax_ts-1.3-cp39-cp39-win32.whl 69.9 kB Aug 21, 2026	CPython 3.9	CPython 3.9	Windows x86-32	Details
sax_ts-1.3-cp39-cp39-musllinux_1_2_x86_64.whl 1.1 MB Aug 21, 2026	CPython 3.9	CPython 3.9	Linux musl 1.2+ x86-64	Details
sax_ts-1.3-cp39-cp39-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl 92.3 kB Aug 21, 2026	CPython 3.9	CPython 3.9	Linux glibc 2.28+ x86-64, Linux glibc 2.24+ x86-64	Details
sax_ts-1.3-cp39-cp39-macosx_11_0_arm64.whl 74.9 kB Aug 21, 2026	CPython 3.9	CPython 3.9	macOS 11.0+ ARM64	Details

Total release size: 10.2 MB

Release files / sax_ts-1.3.tar.gz

Download URL	sax_ts-1.3.tar.gz
Size	6.9 kB
Tags	Source
SHA-256 checksum How to use checksums	`18d6a50b4f2d5a6d292cb9ce1435dc6fbbbed98cac3fa1a6f5316753991110f4`
BLAKE2b-256 checksum How to use checksums	`d2a4a94e046288ee4cfbdf6e11b13454b9edc96ba9206aea07666253ec8afbe7`
Upload date	Aug 21, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/steenrotsman/sax-ts
Publishing commit: github.com/steenrotsman/sax-ts/tree/4cb0d145a5fd9b5ecf0cd981401ee22a96a167d1

Workflow

Publishing configuration: github.com/steenrotsman/sax-ts/blob/4cb0d145a5fd9b5ecf0cd981401ee22a96a167d1/.github/workflows/build_wheels.yml
Publishing logs: github.com/steenrotsman/sax-ts/actions/runs/32484163923/attempts/1

Artifact

Subject: sax_ts-1.3.tar.gz
SHA-256 checksum: 18d6a50b4f2d5a6d292cb9ce1435dc6fbbbed98cac3fa1a6f5316753991110f4 Verifying attestations

Release files / sax_ts-1.3-cp314-cp314t-win_amd64.whl

Download URL	sax_ts-1.3-cp314-cp314t-win_amd64.whl
Size	90.5 kB
Tags	CPython 3.14 CPython 3.14 free-threading Windows x86-64
SHA-256 checksum How to use checksums	`c0db36762b0cd35c9e46c191eb686ac56ee180a77fee809e36f52c8aeab40455`
BLAKE2b-256 checksum How to use checksums	`1f9b8d973f88d3eb841205d6f3e40a17a7795e27385a33cfe4e5fd5bbbe46c44`
Upload date	Aug 21, 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/steenrotsman/sax-ts
Publishing commit: github.com/steenrotsman/sax-ts/tree/4cb0d145a5fd9b5ecf0cd981401ee22a96a167d1

Workflow

Publishing configuration: github.com/steenrotsman/sax-ts/blob/4cb0d145a5fd9b5ecf0cd981401ee22a96a167d1/.github/workflows/build_wheels.yml
Publishing logs: github.com/steenrotsman/sax-ts/actions/runs/32484163923/attempts/1

Artifact

Subject: sax_ts-1.3-cp314-cp314t-win_amd64.whl
SHA-256 checksum: c0db36762b0cd35c9e46c191eb686ac56ee180a77fee809e36f52c8aeab40455 Verifying attestations

Release files / sax_ts-1.3-cp314-cp314t-win32.whl

Download URL	sax_ts-1.3-cp314-cp314t-win32.whl
Size	76.1 kB
Tags	CPython 3.14 CPython 3.14 free-threading Windows x86-32
SHA-256 checksum How to use checksums	`3825275412397cf8dfde0e2c487b741b1e138cb644a91be9faa798d1ca336e79`
BLAKE2b-256 checksum How to use checksums	`671ca41b91548fa0e033f20ad5773fd8fe9172813153c6eaa45220370fbf420f`
Upload date	Aug 21, 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/steenrotsman/sax-ts
Publishing commit: github.com/steenrotsman/sax-ts/tree/4cb0d145a5fd9b5ecf0cd981401ee22a96a167d1

Workflow

Publishing configuration: github.com/steenrotsman/sax-ts/blob/4cb0d145a5fd9b5ecf0cd981401ee22a96a167d1/.github/workflows/build_wheels.yml
Publishing logs: github.com/steenrotsman/sax-ts/actions/runs/32484163923/attempts/1

Artifact

Subject: sax_ts-1.3-cp314-cp314t-win32.whl
SHA-256 checksum: 3825275412397cf8dfde0e2c487b741b1e138cb644a91be9faa798d1ca336e79 Verifying attestations

Release files / sax_ts-1.3-cp314-cp314t-musllinux_1_2_x86_64.whl

Download URL	sax_ts-1.3-cp314-cp314t-musllinux_1_2_x86_64.whl
Size	1.1 MB
Tags	CPython 3.14 CPython 3.14 free-threading Linux musl 1.2+ x86-64
SHA-256 checksum How to use checksums	`f5f6e571534db307c3b23147aa0f05177a13b70b2d0cf443837a4299026cbc01`
BLAKE2b-256 checksum How to use checksums	`eb2c3d5cb12eb08ad2e6f13df14a87d3fd2fb662a25421d26b5fc30b9bc1302c`
Upload date	Aug 21, 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/steenrotsman/sax-ts
Publishing commit: github.com/steenrotsman/sax-ts/tree/4cb0d145a5fd9b5ecf0cd981401ee22a96a167d1

Workflow

Publishing configuration: github.com/steenrotsman/sax-ts/blob/4cb0d145a5fd9b5ecf0cd981401ee22a96a167d1/.github/workflows/build_wheels.yml
Publishing logs: github.com/steenrotsman/sax-ts/actions/runs/32484163923/attempts/1

Artifact

Subject: sax_ts-1.3-cp314-cp314t-musllinux_1_2_x86_64.whl
SHA-256 checksum: f5f6e571534db307c3b23147aa0f05177a13b70b2d0cf443837a4299026cbc01 Verifying attestations

Release files / sax_ts-1.3-cp314-cp314t-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl

Download URL	sax_ts-1.3-cp314-cp314t-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl
Size	95.4 kB
Tags	CPython 3.14 CPython 3.14 free-threading Linux glibc 2.24+ x86-64 Linux glibc 2.28+ x86-64
SHA-256 checksum How to use checksums	`a572e14ef4e59043b3558c7efd0b6a8944da03f6b0ed50e18fa76972399b3d39`
BLAKE2b-256 checksum How to use checksums	`a09c1ec8948fe1872f828f95e23a26c71f416cd5cb6e0a53159e5170f4de38cf`
Upload date	Aug 21, 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/steenrotsman/sax-ts
Publishing commit: github.com/steenrotsman/sax-ts/tree/4cb0d145a5fd9b5ecf0cd981401ee22a96a167d1

Workflow

Publishing configuration: github.com/steenrotsman/sax-ts/blob/4cb0d145a5fd9b5ecf0cd981401ee22a96a167d1/.github/workflows/build_wheels.yml
Publishing logs: github.com/steenrotsman/sax-ts/actions/runs/32484163923/attempts/1

Artifact

Subject: sax_ts-1.3-cp314-cp314t-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl
SHA-256 checksum: a572e14ef4e59043b3558c7efd0b6a8944da03f6b0ed50e18fa76972399b3d39 Verifying attestations

Release files / sax_ts-1.3-cp314-cp314t-macosx_11_0_arm64.whl

Download URL	sax_ts-1.3-cp314-cp314t-macosx_11_0_arm64.whl
Size	80.1 kB
Tags	CPython 3.14 CPython 3.14 free-threading macOS 11.0+ ARM64
SHA-256 checksum How to use checksums	`d2ab0555c5a57b2cfc082b9efebb3ff7a355329c7afae4f84845ef44e09c903a`
BLAKE2b-256 checksum How to use checksums	`edfd409861fad6f42495e6898e7278b856855384244766a42429f5ec0bb8e72f`
Upload date	Aug 21, 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/steenrotsman/sax-ts
Publishing commit: github.com/steenrotsman/sax-ts/tree/4cb0d145a5fd9b5ecf0cd981401ee22a96a167d1

Workflow

Publishing configuration: github.com/steenrotsman/sax-ts/blob/4cb0d145a5fd9b5ecf0cd981401ee22a96a167d1/.github/workflows/build_wheels.yml
Publishing logs: github.com/steenrotsman/sax-ts/actions/runs/32484163923/attempts/1

Artifact

Subject: sax_ts-1.3-cp314-cp314t-macosx_11_0_arm64.whl
SHA-256 checksum: d2ab0555c5a57b2cfc082b9efebb3ff7a355329c7afae4f84845ef44e09c903a Verifying attestations

Release files / sax_ts-1.3-cp314-cp314-win_amd64.whl

Download URL	sax_ts-1.3-cp314-cp314-win_amd64.whl
Size	87.1 kB
Tags	CPython 3.14 Windows x86-64
SHA-256 checksum How to use checksums	`0de1993e3f0665481c07ec5ea4ae0293d5d9d4cf5a8df77927df22e0d68330a6`
BLAKE2b-256 checksum How to use checksums	`63dc61583162c2ef6aaf488443dc3aae1e794b1c00effbed8f126c557d5ac6fe`
Upload date	Aug 21, 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/steenrotsman/sax-ts
Publishing commit: github.com/steenrotsman/sax-ts/tree/4cb0d145a5fd9b5ecf0cd981401ee22a96a167d1

Workflow

Publishing configuration: github.com/steenrotsman/sax-ts/blob/4cb0d145a5fd9b5ecf0cd981401ee22a96a167d1/.github/workflows/build_wheels.yml
Publishing logs: github.com/steenrotsman/sax-ts/actions/runs/32484163923/attempts/1

Artifact

Subject: sax_ts-1.3-cp314-cp314-win_amd64.whl
SHA-256 checksum: 0de1993e3f0665481c07ec5ea4ae0293d5d9d4cf5a8df77927df22e0d68330a6 Verifying attestations

Release files / sax_ts-1.3-cp314-cp314-win32.whl

Download URL	sax_ts-1.3-cp314-cp314-win32.whl
Size	73.3 kB
Tags	CPython 3.14 Windows x86-32
SHA-256 checksum How to use checksums	`a3e632749f616da2d6de78c0255da53fdeb6beaa2a60a8d5e3587cded1e912dd`
BLAKE2b-256 checksum How to use checksums	`da4c21f8a80eaf8edcafe5de9fd317e1f75836b8dce283a5de0a2ccdc29d981e`
Upload date	Aug 21, 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/steenrotsman/sax-ts
Publishing commit: github.com/steenrotsman/sax-ts/tree/4cb0d145a5fd9b5ecf0cd981401ee22a96a167d1

Workflow

Publishing configuration: github.com/steenrotsman/sax-ts/blob/4cb0d145a5fd9b5ecf0cd981401ee22a96a167d1/.github/workflows/build_wheels.yml
Publishing logs: github.com/steenrotsman/sax-ts/actions/runs/32484163923/attempts/1

Artifact

Subject: sax_ts-1.3-cp314-cp314-win32.whl
SHA-256 checksum: a3e632749f616da2d6de78c0255da53fdeb6beaa2a60a8d5e3587cded1e912dd Verifying attestations

Release files / sax_ts-1.3-cp314-cp314-musllinux_1_2_x86_64.whl

Download URL	sax_ts-1.3-cp314-cp314-musllinux_1_2_x86_64.whl
Size	1.1 MB
Tags	CPython 3.14 Linux musl 1.2+ x86-64
SHA-256 checksum How to use checksums	`2a2c9b970a619ed50468d7336c050bd7ad1185eeddf4791cdf20d14187e63271`
BLAKE2b-256 checksum How to use checksums	`ef3e308c3592e849be6183d6a32f7a8a781d8e54b8aaaccaf1ba224b76229828`
Upload date	Aug 21, 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/steenrotsman/sax-ts
Publishing commit: github.com/steenrotsman/sax-ts/tree/4cb0d145a5fd9b5ecf0cd981401ee22a96a167d1

Workflow

Publishing configuration: github.com/steenrotsman/sax-ts/blob/4cb0d145a5fd9b5ecf0cd981401ee22a96a167d1/.github/workflows/build_wheels.yml
Publishing logs: github.com/steenrotsman/sax-ts/actions/runs/32484163923/attempts/1

Artifact

Subject: sax_ts-1.3-cp314-cp314-musllinux_1_2_x86_64.whl
SHA-256 checksum: 2a2c9b970a619ed50468d7336c050bd7ad1185eeddf4791cdf20d14187e63271 Verifying attestations

Release files / sax_ts-1.3-cp314-cp314-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl

Download URL	sax_ts-1.3-cp314-cp314-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl
Size	95.0 kB
Tags	CPython 3.14 Linux glibc 2.24+ x86-64 Linux glibc 2.28+ x86-64
SHA-256 checksum How to use checksums	`957c9e606f43289d86bba001d8ebc720c072ce84192e8854a4d120c760951587`
BLAKE2b-256 checksum How to use checksums	`6d435438d6c4f9393f02e186a21eba5a5190af01ee03814506ad87824fde1a08`
Upload date	Aug 21, 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/steenrotsman/sax-ts
Publishing commit: github.com/steenrotsman/sax-ts/tree/4cb0d145a5fd9b5ecf0cd981401ee22a96a167d1

Workflow

Publishing configuration: github.com/steenrotsman/sax-ts/blob/4cb0d145a5fd9b5ecf0cd981401ee22a96a167d1/.github/workflows/build_wheels.yml
Publishing logs: github.com/steenrotsman/sax-ts/actions/runs/32484163923/attempts/1

Artifact

Subject: sax_ts-1.3-cp314-cp314-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl
SHA-256 checksum: 957c9e606f43289d86bba001d8ebc720c072ce84192e8854a4d120c760951587 Verifying attestations

Release files / sax_ts-1.3-cp314-cp314-macosx_11_0_arm64.whl

Download URL	sax_ts-1.3-cp314-cp314-macosx_11_0_arm64.whl
Size	76.8 kB
Tags	CPython 3.14 macOS 11.0+ ARM64
SHA-256 checksum How to use checksums	`587124a2ae1ca0debd50be642f7ecd1c109a6fabeaf2ab2634057c7635b3de71`
BLAKE2b-256 checksum How to use checksums	`24d1d846376cd3e35dad0d8b2b98a74ee24100ac1cb69fb6519f238e09ab5e87`
Upload date	Aug 21, 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/steenrotsman/sax-ts
Publishing commit: github.com/steenrotsman/sax-ts/tree/4cb0d145a5fd9b5ecf0cd981401ee22a96a167d1

Workflow

Publishing configuration: github.com/steenrotsman/sax-ts/blob/4cb0d145a5fd9b5ecf0cd981401ee22a96a167d1/.github/workflows/build_wheels.yml
Publishing logs: github.com/steenrotsman/sax-ts/actions/runs/32484163923/attempts/1

Artifact

Subject: sax_ts-1.3-cp314-cp314-macosx_11_0_arm64.whl
SHA-256 checksum: 587124a2ae1ca0debd50be642f7ecd1c109a6fabeaf2ab2634057c7635b3de71 Verifying attestations

Release files / sax_ts-1.3-cp313-cp313-win_amd64.whl

Download URL	sax_ts-1.3-cp313-cp313-win_amd64.whl
Size	85.1 kB
Tags	CPython 3.13 Windows x86-64
SHA-256 checksum How to use checksums	`0c742b1010d472bf56cdcceb998f362f7c7c1a9b2925564e40fa8e3316441c52`
BLAKE2b-256 checksum How to use checksums	`a88cce53f604cf2ff8d643087815eb8187ee878843b640335853d991398df53d`
Upload date	Aug 21, 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/steenrotsman/sax-ts
Publishing commit: github.com/steenrotsman/sax-ts/tree/4cb0d145a5fd9b5ecf0cd981401ee22a96a167d1

Workflow

Publishing configuration: github.com/steenrotsman/sax-ts/blob/4cb0d145a5fd9b5ecf0cd981401ee22a96a167d1/.github/workflows/build_wheels.yml
Publishing logs: github.com/steenrotsman/sax-ts/actions/runs/32484163923/attempts/1

Artifact

Subject: sax_ts-1.3-cp313-cp313-win_amd64.whl
SHA-256 checksum: 0c742b1010d472bf56cdcceb998f362f7c7c1a9b2925564e40fa8e3316441c52 Verifying attestations

Release files / sax_ts-1.3-cp313-cp313-win32.whl

Download URL	sax_ts-1.3-cp313-cp313-win32.whl
Size	71.4 kB
Tags	CPython 3.13 Windows x86-32
SHA-256 checksum How to use checksums	`ab8208492f3a2168f09ea30c02f7bbb54bc38f844462111583fc7fbdceeeeb63`
BLAKE2b-256 checksum How to use checksums	`6c71930208d9cdf34d43b27c7b358d61da1f412112dee95b72d1b01458ea486e`
Upload date	Aug 21, 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/steenrotsman/sax-ts
Publishing commit: github.com/steenrotsman/sax-ts/tree/4cb0d145a5fd9b5ecf0cd981401ee22a96a167d1

Workflow

Publishing configuration: github.com/steenrotsman/sax-ts/blob/4cb0d145a5fd9b5ecf0cd981401ee22a96a167d1/.github/workflows/build_wheels.yml
Publishing logs: github.com/steenrotsman/sax-ts/actions/runs/32484163923/attempts/1

Artifact

Subject: sax_ts-1.3-cp313-cp313-win32.whl
SHA-256 checksum: ab8208492f3a2168f09ea30c02f7bbb54bc38f844462111583fc7fbdceeeeb63 Verifying attestations

Release files / sax_ts-1.3-cp313-cp313-musllinux_1_2_x86_64.whl

Download URL	sax_ts-1.3-cp313-cp313-musllinux_1_2_x86_64.whl
Size	1.1 MB
Tags	CPython 3.13 Linux musl 1.2+ x86-64
SHA-256 checksum How to use checksums	`8b0b20b0a70ac9ccce5d810154b36e37731635a4ee38619587f9fa970977daba`
BLAKE2b-256 checksum How to use checksums	`8413bcf4ae219032eed5d529708ba409b31097fe35709f9cb298606765277b79`
Upload date	Aug 21, 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/steenrotsman/sax-ts
Publishing commit: github.com/steenrotsman/sax-ts/tree/4cb0d145a5fd9b5ecf0cd981401ee22a96a167d1

Workflow

Publishing configuration: github.com/steenrotsman/sax-ts/blob/4cb0d145a5fd9b5ecf0cd981401ee22a96a167d1/.github/workflows/build_wheels.yml
Publishing logs: github.com/steenrotsman/sax-ts/actions/runs/32484163923/attempts/1

Artifact

Subject: sax_ts-1.3-cp313-cp313-musllinux_1_2_x86_64.whl
SHA-256 checksum: 8b0b20b0a70ac9ccce5d810154b36e37731635a4ee38619587f9fa970977daba Verifying attestations

Release files / sax_ts-1.3-cp313-cp313-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl

Download URL	sax_ts-1.3-cp313-cp313-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl
Size	94.8 kB
Tags	CPython 3.13 Linux glibc 2.24+ x86-64 Linux glibc 2.28+ x86-64
SHA-256 checksum How to use checksums	`580c6ce90fb59a175540b8fbe29a992cdbbaee22e78dc77d08c73e95930ebd1e`
BLAKE2b-256 checksum How to use checksums	`cdbad1aa2e574fa2511182030f4c175d68fa80fb20ed244451701313399f7935`
Upload date	Aug 21, 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/steenrotsman/sax-ts
Publishing commit: github.com/steenrotsman/sax-ts/tree/4cb0d145a5fd9b5ecf0cd981401ee22a96a167d1

Workflow

Publishing configuration: github.com/steenrotsman/sax-ts/blob/4cb0d145a5fd9b5ecf0cd981401ee22a96a167d1/.github/workflows/build_wheels.yml
Publishing logs: github.com/steenrotsman/sax-ts/actions/runs/32484163923/attempts/1

Artifact

Subject: sax_ts-1.3-cp313-cp313-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl
SHA-256 checksum: 580c6ce90fb59a175540b8fbe29a992cdbbaee22e78dc77d08c73e95930ebd1e Verifying attestations

Release files / sax_ts-1.3-cp313-cp313-macosx_11_0_arm64.whl

Download URL	sax_ts-1.3-cp313-cp313-macosx_11_0_arm64.whl
Size	76.7 kB
Tags	CPython 3.13 macOS 11.0+ ARM64
SHA-256 checksum How to use checksums	`35bc4d7f073ed953d069ac028c0ef4a0319b6baa05b358f6b44267233a07bf84`
BLAKE2b-256 checksum How to use checksums	`69089b8a084e00a399103d607e51be5295cdac3c7ee4d635bf39bc953bb5f71d`
Upload date	Aug 21, 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/steenrotsman/sax-ts
Publishing commit: github.com/steenrotsman/sax-ts/tree/4cb0d145a5fd9b5ecf0cd981401ee22a96a167d1

Workflow

Publishing configuration: github.com/steenrotsman/sax-ts/blob/4cb0d145a5fd9b5ecf0cd981401ee22a96a167d1/.github/workflows/build_wheels.yml
Publishing logs: github.com/steenrotsman/sax-ts/actions/runs/32484163923/attempts/1

Artifact

Subject: sax_ts-1.3-cp313-cp313-macosx_11_0_arm64.whl
SHA-256 checksum: 35bc4d7f073ed953d069ac028c0ef4a0319b6baa05b358f6b44267233a07bf84 Verifying attestations

Release files / sax_ts-1.3-cp312-cp312-win_amd64.whl

Download URL	sax_ts-1.3-cp312-cp312-win_amd64.whl
Size	85.0 kB
Tags	CPython 3.12 Windows x86-64
SHA-256 checksum How to use checksums	`205f636b980311deeaac03af08a12d6a2ea4365d16f4ca0a1165eac16340864c`
BLAKE2b-256 checksum How to use checksums	`ef360c31895967cbc36fc7fa29fdf00cefdf064526acffaa80f6e6c570030514`
Upload date	Aug 21, 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/steenrotsman/sax-ts
Publishing commit: github.com/steenrotsman/sax-ts/tree/4cb0d145a5fd9b5ecf0cd981401ee22a96a167d1

Workflow

Publishing configuration: github.com/steenrotsman/sax-ts/blob/4cb0d145a5fd9b5ecf0cd981401ee22a96a167d1/.github/workflows/build_wheels.yml
Publishing logs: github.com/steenrotsman/sax-ts/actions/runs/32484163923/attempts/1

Artifact

Subject: sax_ts-1.3-cp312-cp312-win_amd64.whl
SHA-256 checksum: 205f636b980311deeaac03af08a12d6a2ea4365d16f4ca0a1165eac16340864c Verifying attestations

Release files / sax_ts-1.3-cp312-cp312-win32.whl

Download URL	sax_ts-1.3-cp312-cp312-win32.whl
Size	71.4 kB
Tags	CPython 3.12 Windows x86-32
SHA-256 checksum How to use checksums	`a0eefe12e51e8f8a117aee0c2ce1ae03f2ea7f2c9b0968217e4a9f8b1936ac10`
BLAKE2b-256 checksum How to use checksums	`8b7a983fd5bfd8a4fbba1456cda4d8fd73c6be401cefa05cf61a71ca69e443bf`
Upload date	Aug 21, 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/steenrotsman/sax-ts
Publishing commit: github.com/steenrotsman/sax-ts/tree/4cb0d145a5fd9b5ecf0cd981401ee22a96a167d1

Workflow

Publishing configuration: github.com/steenrotsman/sax-ts/blob/4cb0d145a5fd9b5ecf0cd981401ee22a96a167d1/.github/workflows/build_wheels.yml
Publishing logs: github.com/steenrotsman/sax-ts/actions/runs/32484163923/attempts/1

Artifact

Subject: sax_ts-1.3-cp312-cp312-win32.whl
SHA-256 checksum: a0eefe12e51e8f8a117aee0c2ce1ae03f2ea7f2c9b0968217e4a9f8b1936ac10 Verifying attestations

Release files / sax_ts-1.3-cp312-cp312-musllinux_1_2_x86_64.whl

Download URL	sax_ts-1.3-cp312-cp312-musllinux_1_2_x86_64.whl
Size	1.1 MB
Tags	CPython 3.12 Linux musl 1.2+ x86-64
SHA-256 checksum How to use checksums	`5b2b972568b865f723e25e15dd4e9faa625e8918ea942ab6f0b9fec4c5a483c5`
BLAKE2b-256 checksum How to use checksums	`fcda7e21e98549430b1bc2a2e8a5ecd21f3de572db176090b2cda28e5c9b7ca0`
Upload date	Aug 21, 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/steenrotsman/sax-ts
Publishing commit: github.com/steenrotsman/sax-ts/tree/4cb0d145a5fd9b5ecf0cd981401ee22a96a167d1

Workflow

Publishing configuration: github.com/steenrotsman/sax-ts/blob/4cb0d145a5fd9b5ecf0cd981401ee22a96a167d1/.github/workflows/build_wheels.yml
Publishing logs: github.com/steenrotsman/sax-ts/actions/runs/32484163923/attempts/1

Artifact

Subject: sax_ts-1.3-cp312-cp312-musllinux_1_2_x86_64.whl
SHA-256 checksum: 5b2b972568b865f723e25e15dd4e9faa625e8918ea942ab6f0b9fec4c5a483c5 Verifying attestations

Release files / sax_ts-1.3-cp312-cp312-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl

Download URL	sax_ts-1.3-cp312-cp312-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl
Size	94.8 kB
Tags	CPython 3.12 Linux glibc 2.24+ x86-64 Linux glibc 2.28+ x86-64
SHA-256 checksum How to use checksums	`d92c532547c9c5bebf75b4e5e140265964e8485aa603065a8fc10fd284d620fc`
BLAKE2b-256 checksum How to use checksums	`7b33288f621d9a483e8c47b4f099c4460f95b625011f0719c3c32054df374044`
Upload date	Aug 21, 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/steenrotsman/sax-ts
Publishing commit: github.com/steenrotsman/sax-ts/tree/4cb0d145a5fd9b5ecf0cd981401ee22a96a167d1

Workflow

Publishing configuration: github.com/steenrotsman/sax-ts/blob/4cb0d145a5fd9b5ecf0cd981401ee22a96a167d1/.github/workflows/build_wheels.yml
Publishing logs: github.com/steenrotsman/sax-ts/actions/runs/32484163923/attempts/1

Artifact

Subject: sax_ts-1.3-cp312-cp312-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl
SHA-256 checksum: d92c532547c9c5bebf75b4e5e140265964e8485aa603065a8fc10fd284d620fc Verifying attestations

Release files / sax_ts-1.3-cp312-cp312-macosx_11_0_arm64.whl

Download URL	sax_ts-1.3-cp312-cp312-macosx_11_0_arm64.whl
Size	76.6 kB
Tags	CPython 3.12 macOS 11.0+ ARM64
SHA-256 checksum How to use checksums	`09f94f36fb1fdaf85961e344a13d6578b6b1d7392c22c647d8cd7ad9ed359b55`
BLAKE2b-256 checksum How to use checksums	`766defbc37fe2709160aa1c6b5138b37b63ee5e14b1ba8a25993ed180570f450`
Upload date	Aug 21, 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/steenrotsman/sax-ts
Publishing commit: github.com/steenrotsman/sax-ts/tree/4cb0d145a5fd9b5ecf0cd981401ee22a96a167d1

Workflow

Publishing configuration: github.com/steenrotsman/sax-ts/blob/4cb0d145a5fd9b5ecf0cd981401ee22a96a167d1/.github/workflows/build_wheels.yml
Publishing logs: github.com/steenrotsman/sax-ts/actions/runs/32484163923/attempts/1

Artifact

Subject: sax_ts-1.3-cp312-cp312-macosx_11_0_arm64.whl
SHA-256 checksum: 09f94f36fb1fdaf85961e344a13d6578b6b1d7392c22c647d8cd7ad9ed359b55 Verifying attestations

Release files / sax_ts-1.3-cp311-cp311-win_amd64.whl

Download URL	sax_ts-1.3-cp311-cp311-win_amd64.whl
Size	84.0 kB
Tags	CPython 3.11 Windows x86-64
SHA-256 checksum How to use checksums	`e75b7d1245deb3ff095c993bfd12761128fee8e804f32961fa5d06bd000ef351`
BLAKE2b-256 checksum How to use checksums	`39f96e9141e4b5544648dcdbb013273dee4fad30ed7be0f4f1fddcb84f950d18`
Upload date	Aug 21, 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/steenrotsman/sax-ts
Publishing commit: github.com/steenrotsman/sax-ts/tree/4cb0d145a5fd9b5ecf0cd981401ee22a96a167d1

Workflow

Publishing configuration: github.com/steenrotsman/sax-ts/blob/4cb0d145a5fd9b5ecf0cd981401ee22a96a167d1/.github/workflows/build_wheels.yml
Publishing logs: github.com/steenrotsman/sax-ts/actions/runs/32484163923/attempts/1

Artifact

Subject: sax_ts-1.3-cp311-cp311-win_amd64.whl
SHA-256 checksum: e75b7d1245deb3ff095c993bfd12761128fee8e804f32961fa5d06bd000ef351 Verifying attestations

Release files / sax_ts-1.3-cp311-cp311-win32.whl

Download URL	sax_ts-1.3-cp311-cp311-win32.whl
Size	71.0 kB
Tags	CPython 3.11 Windows x86-32
SHA-256 checksum How to use checksums	`bd611974c91671c707e1492aeca6fc4db6f10fec1cc934f90af43d24715f5cf7`
BLAKE2b-256 checksum How to use checksums	`f68aa80e29ab5dabd10b44a3a39ede69ac6de1d68172cc0669934448999dac28`
Upload date	Aug 21, 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/steenrotsman/sax-ts
Publishing commit: github.com/steenrotsman/sax-ts/tree/4cb0d145a5fd9b5ecf0cd981401ee22a96a167d1

Workflow

Publishing configuration: github.com/steenrotsman/sax-ts/blob/4cb0d145a5fd9b5ecf0cd981401ee22a96a167d1/.github/workflows/build_wheels.yml
Publishing logs: github.com/steenrotsman/sax-ts/actions/runs/32484163923/attempts/1

Artifact

Subject: sax_ts-1.3-cp311-cp311-win32.whl
SHA-256 checksum: bd611974c91671c707e1492aeca6fc4db6f10fec1cc934f90af43d24715f5cf7 Verifying attestations

Release files / sax_ts-1.3-cp311-cp311-musllinux_1_2_x86_64.whl

Download URL	sax_ts-1.3-cp311-cp311-musllinux_1_2_x86_64.whl
Size	1.1 MB
Tags	CPython 3.11 Linux musl 1.2+ x86-64
SHA-256 checksum How to use checksums	`234f6657e9a555fce97714412b5c97bdc7fac1f73252d518395f3cae23d79f42`
BLAKE2b-256 checksum How to use checksums	`01d806be5a7b03ebff1c309d78b6465fb1b883d27d7dd8762fb8651eb9a2fc34`
Upload date	Aug 21, 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/steenrotsman/sax-ts
Publishing commit: github.com/steenrotsman/sax-ts/tree/4cb0d145a5fd9b5ecf0cd981401ee22a96a167d1

Workflow

Publishing configuration: github.com/steenrotsman/sax-ts/blob/4cb0d145a5fd9b5ecf0cd981401ee22a96a167d1/.github/workflows/build_wheels.yml
Publishing logs: github.com/steenrotsman/sax-ts/actions/runs/32484163923/attempts/1

Artifact

Subject: sax_ts-1.3-cp311-cp311-musllinux_1_2_x86_64.whl
SHA-256 checksum: 234f6657e9a555fce97714412b5c97bdc7fac1f73252d518395f3cae23d79f42 Verifying attestations

Release files / sax_ts-1.3-cp311-cp311-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl

Download URL	sax_ts-1.3-cp311-cp311-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl
Size	93.4 kB
Tags	CPython 3.11 Linux glibc 2.24+ x86-64 Linux glibc 2.28+ x86-64
SHA-256 checksum How to use checksums	`50c8dcb6880444a945a8e1887cf5d14b134f318f4917828a4ba56551780335f0`
BLAKE2b-256 checksum How to use checksums	`1466c182aefd0b80ffbc0efd44403e206f6d9dc51a86ff02be8b2d40d526ece6`
Upload date	Aug 21, 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/steenrotsman/sax-ts
Publishing commit: github.com/steenrotsman/sax-ts/tree/4cb0d145a5fd9b5ecf0cd981401ee22a96a167d1

Workflow

Publishing configuration: github.com/steenrotsman/sax-ts/blob/4cb0d145a5fd9b5ecf0cd981401ee22a96a167d1/.github/workflows/build_wheels.yml
Publishing logs: github.com/steenrotsman/sax-ts/actions/runs/32484163923/attempts/1

Artifact

Subject: sax_ts-1.3-cp311-cp311-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl
SHA-256 checksum: 50c8dcb6880444a945a8e1887cf5d14b134f318f4917828a4ba56551780335f0 Verifying attestations

Release files / sax_ts-1.3-cp311-cp311-macosx_11_0_arm64.whl

Download URL	sax_ts-1.3-cp311-cp311-macosx_11_0_arm64.whl
Size	76.0 kB
Tags	CPython 3.11 macOS 11.0+ ARM64
SHA-256 checksum How to use checksums	`e02b7ac32190991896fc7d1ba840c9cc7eecb3a1febfd53386945f0bd8218b57`
BLAKE2b-256 checksum How to use checksums	`18068b6149c638c05c4c7c688da81fc0ca3a827f097553049a5aede020cb934f`
Upload date	Aug 21, 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/steenrotsman/sax-ts
Publishing commit: github.com/steenrotsman/sax-ts/tree/4cb0d145a5fd9b5ecf0cd981401ee22a96a167d1

Workflow

Publishing configuration: github.com/steenrotsman/sax-ts/blob/4cb0d145a5fd9b5ecf0cd981401ee22a96a167d1/.github/workflows/build_wheels.yml
Publishing logs: github.com/steenrotsman/sax-ts/actions/runs/32484163923/attempts/1

Artifact

Subject: sax_ts-1.3-cp311-cp311-macosx_11_0_arm64.whl
SHA-256 checksum: e02b7ac32190991896fc7d1ba840c9cc7eecb3a1febfd53386945f0bd8218b57 Verifying attestations

Release files / sax_ts-1.3-cp310-cp310-win_amd64.whl

Download URL	sax_ts-1.3-cp310-cp310-win_amd64.whl
Size	82.9 kB
Tags	CPython 3.10 Windows x86-64
SHA-256 checksum How to use checksums	`1e10de9efe433557753ff09dff8de814ee3e5f8daabb5b93b0398d2107699adb`
BLAKE2b-256 checksum How to use checksums	`34ec5750f42dc07d9539b24a569ad8d94d2878c7199c2c60300d4e2f1ea5f0ed`
Upload date	Aug 21, 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/steenrotsman/sax-ts
Publishing commit: github.com/steenrotsman/sax-ts/tree/4cb0d145a5fd9b5ecf0cd981401ee22a96a167d1

Workflow

Publishing configuration: github.com/steenrotsman/sax-ts/blob/4cb0d145a5fd9b5ecf0cd981401ee22a96a167d1/.github/workflows/build_wheels.yml
Publishing logs: github.com/steenrotsman/sax-ts/actions/runs/32484163923/attempts/1

Artifact

Subject: sax_ts-1.3-cp310-cp310-win_amd64.whl
SHA-256 checksum: 1e10de9efe433557753ff09dff8de814ee3e5f8daabb5b93b0398d2107699adb Verifying attestations

Release files / sax_ts-1.3-cp310-cp310-win32.whl

Download URL	sax_ts-1.3-cp310-cp310-win32.whl
Size	69.9 kB
Tags	CPython 3.10 Windows x86-32
SHA-256 checksum How to use checksums	`029fa3343083263427abeaf92750902b56864363df43e6f16b529edaeefc0909`
BLAKE2b-256 checksum How to use checksums	`98456c52020d7a95360503d11345f641ecca3d186b19df135c965ac25e4bda32`
Upload date	Aug 21, 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/steenrotsman/sax-ts
Publishing commit: github.com/steenrotsman/sax-ts/tree/4cb0d145a5fd9b5ecf0cd981401ee22a96a167d1

Workflow

Publishing configuration: github.com/steenrotsman/sax-ts/blob/4cb0d145a5fd9b5ecf0cd981401ee22a96a167d1/.github/workflows/build_wheels.yml
Publishing logs: github.com/steenrotsman/sax-ts/actions/runs/32484163923/attempts/1

Artifact

Subject: sax_ts-1.3-cp310-cp310-win32.whl
SHA-256 checksum: 029fa3343083263427abeaf92750902b56864363df43e6f16b529edaeefc0909 Verifying attestations

Release files / sax_ts-1.3-cp310-cp310-musllinux_1_2_x86_64.whl

Download URL	sax_ts-1.3-cp310-cp310-musllinux_1_2_x86_64.whl
Size	1.1 MB
Tags	CPython 3.10 Linux musl 1.2+ x86-64
SHA-256 checksum How to use checksums	`188aa655c456bd006eb34c089df9e3bce5753743c73acf0898f6f9cfbec52376`
BLAKE2b-256 checksum How to use checksums	`c82a2949ebc6569f4f89fea614761f306b03e86118ec0d224b6e1737accc7122`
Upload date	Aug 21, 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/steenrotsman/sax-ts
Publishing commit: github.com/steenrotsman/sax-ts/tree/4cb0d145a5fd9b5ecf0cd981401ee22a96a167d1

Workflow

Publishing configuration: github.com/steenrotsman/sax-ts/blob/4cb0d145a5fd9b5ecf0cd981401ee22a96a167d1/.github/workflows/build_wheels.yml
Publishing logs: github.com/steenrotsman/sax-ts/actions/runs/32484163923/attempts/1

Artifact

Subject: sax_ts-1.3-cp310-cp310-musllinux_1_2_x86_64.whl
SHA-256 checksum: 188aa655c456bd006eb34c089df9e3bce5753743c73acf0898f6f9cfbec52376 Verifying attestations

Release files / sax_ts-1.3-cp310-cp310-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl

Download URL	sax_ts-1.3-cp310-cp310-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl
Size	92.0 kB
Tags	CPython 3.10 Linux glibc 2.24+ x86-64 Linux glibc 2.28+ x86-64
SHA-256 checksum How to use checksums	`e829404e9114120e1fb2326f29076ed908350afc279e959055405e0d00cad78e`
BLAKE2b-256 checksum How to use checksums	`6d69e4f60a98acdb772df77014f53e5219a7fb231fb5ab4f490b17d87f548e60`
Upload date	Aug 21, 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/steenrotsman/sax-ts
Publishing commit: github.com/steenrotsman/sax-ts/tree/4cb0d145a5fd9b5ecf0cd981401ee22a96a167d1

Workflow

Publishing configuration: github.com/steenrotsman/sax-ts/blob/4cb0d145a5fd9b5ecf0cd981401ee22a96a167d1/.github/workflows/build_wheels.yml
Publishing logs: github.com/steenrotsman/sax-ts/actions/runs/32484163923/attempts/1

Artifact

Subject: sax_ts-1.3-cp310-cp310-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl
SHA-256 checksum: e829404e9114120e1fb2326f29076ed908350afc279e959055405e0d00cad78e Verifying attestations

Release files / sax_ts-1.3-cp310-cp310-macosx_11_0_arm64.whl

Download URL	sax_ts-1.3-cp310-cp310-macosx_11_0_arm64.whl
Size	74.8 kB
Tags	CPython 3.10 macOS 11.0+ ARM64
SHA-256 checksum How to use checksums	`e5e479999000bd57ab7685a617e58364699d1bd14678f45e719b0c37fcc945ab`
BLAKE2b-256 checksum How to use checksums	`8f3fdb02b38bb3339e4405f9e95198f1795a20af85e3e441d11b2267b51edc3c`
Upload date	Aug 21, 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/steenrotsman/sax-ts
Publishing commit: github.com/steenrotsman/sax-ts/tree/4cb0d145a5fd9b5ecf0cd981401ee22a96a167d1

Workflow

Publishing configuration: github.com/steenrotsman/sax-ts/blob/4cb0d145a5fd9b5ecf0cd981401ee22a96a167d1/.github/workflows/build_wheels.yml
Publishing logs: github.com/steenrotsman/sax-ts/actions/runs/32484163923/attempts/1

Artifact

Subject: sax_ts-1.3-cp310-cp310-macosx_11_0_arm64.whl
SHA-256 checksum: e5e479999000bd57ab7685a617e58364699d1bd14678f45e719b0c37fcc945ab Verifying attestations

Release files / sax_ts-1.3-cp39-cp39-win_amd64.whl

Download URL	sax_ts-1.3-cp39-cp39-win_amd64.whl
Size	83.1 kB
Tags	CPython 3.9 Windows x86-64
SHA-256 checksum How to use checksums	`8f6ccdf88f1007a383983a2ed2008469d0349ec5968fe082ba8b678c2f14ecc9`
BLAKE2b-256 checksum How to use checksums	`9e759567a44ceb44f87418229d98f75cfbe0bde0b8e4adae69018ad34b56f0c7`
Upload date	Aug 21, 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/steenrotsman/sax-ts
Publishing commit: github.com/steenrotsman/sax-ts/tree/4cb0d145a5fd9b5ecf0cd981401ee22a96a167d1

Workflow

Publishing configuration: github.com/steenrotsman/sax-ts/blob/4cb0d145a5fd9b5ecf0cd981401ee22a96a167d1/.github/workflows/build_wheels.yml
Publishing logs: github.com/steenrotsman/sax-ts/actions/runs/32484163923/attempts/1

Artifact

Subject: sax_ts-1.3-cp39-cp39-win_amd64.whl
SHA-256 checksum: 8f6ccdf88f1007a383983a2ed2008469d0349ec5968fe082ba8b678c2f14ecc9 Verifying attestations

Release files / sax_ts-1.3-cp39-cp39-win32.whl

Download URL	sax_ts-1.3-cp39-cp39-win32.whl
Size	69.9 kB
Tags	CPython 3.9 Windows x86-32
SHA-256 checksum How to use checksums	`9bac3819a5fb6e7a84a985884db3976a3ac807efa2b798e745e007004dab1fd2`
BLAKE2b-256 checksum How to use checksums	`7a3af202cd4ce4d3e91b43b6c2149a4fbcaf91ec558be33d350631a37e3ec558`
Upload date	Aug 21, 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/steenrotsman/sax-ts
Publishing commit: github.com/steenrotsman/sax-ts/tree/4cb0d145a5fd9b5ecf0cd981401ee22a96a167d1

Workflow

Publishing configuration: github.com/steenrotsman/sax-ts/blob/4cb0d145a5fd9b5ecf0cd981401ee22a96a167d1/.github/workflows/build_wheels.yml
Publishing logs: github.com/steenrotsman/sax-ts/actions/runs/32484163923/attempts/1

Artifact

Subject: sax_ts-1.3-cp39-cp39-win32.whl
SHA-256 checksum: 9bac3819a5fb6e7a84a985884db3976a3ac807efa2b798e745e007004dab1fd2 Verifying attestations

Release files / sax_ts-1.3-cp39-cp39-musllinux_1_2_x86_64.whl

Download URL	sax_ts-1.3-cp39-cp39-musllinux_1_2_x86_64.whl
Size	1.1 MB
Tags	CPython 3.9 Linux musl 1.2+ x86-64
SHA-256 checksum How to use checksums	`6cdb6409b8a865b6fe53b4ce48eaa85c1476477bb0ae78ebc57265c1bcebe692`
BLAKE2b-256 checksum How to use checksums	`1e344701ac947d0700f81f527a66158d3faad6d0f0a7758e075362b7c45885bf`
Upload date	Aug 21, 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/steenrotsman/sax-ts
Publishing commit: github.com/steenrotsman/sax-ts/tree/4cb0d145a5fd9b5ecf0cd981401ee22a96a167d1

Workflow

Publishing configuration: github.com/steenrotsman/sax-ts/blob/4cb0d145a5fd9b5ecf0cd981401ee22a96a167d1/.github/workflows/build_wheels.yml
Publishing logs: github.com/steenrotsman/sax-ts/actions/runs/32484163923/attempts/1

Artifact

Subject: sax_ts-1.3-cp39-cp39-musllinux_1_2_x86_64.whl
SHA-256 checksum: 6cdb6409b8a865b6fe53b4ce48eaa85c1476477bb0ae78ebc57265c1bcebe692 Verifying attestations

Release files / sax_ts-1.3-cp39-cp39-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl

Download URL	sax_ts-1.3-cp39-cp39-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl
Size	92.3 kB
Tags	CPython 3.9 Linux glibc 2.24+ x86-64 Linux glibc 2.28+ x86-64
SHA-256 checksum How to use checksums	`e6d08d0d62187e21ad1349d748fc877f8c5f1181031af3fd6f5c04721ec38fbf`
BLAKE2b-256 checksum How to use checksums	`46b36f018bd5b3a50f728d5a2269247c125262c890487d303ce6f0bb8954edd4`
Upload date	Aug 21, 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/steenrotsman/sax-ts
Publishing commit: github.com/steenrotsman/sax-ts/tree/4cb0d145a5fd9b5ecf0cd981401ee22a96a167d1

Workflow

Publishing configuration: github.com/steenrotsman/sax-ts/blob/4cb0d145a5fd9b5ecf0cd981401ee22a96a167d1/.github/workflows/build_wheels.yml
Publishing logs: github.com/steenrotsman/sax-ts/actions/runs/32484163923/attempts/1

Artifact

Subject: sax_ts-1.3-cp39-cp39-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl
SHA-256 checksum: e6d08d0d62187e21ad1349d748fc877f8c5f1181031af3fd6f5c04721ec38fbf Verifying attestations

Release files / sax_ts-1.3-cp39-cp39-macosx_11_0_arm64.whl

Download URL	sax_ts-1.3-cp39-cp39-macosx_11_0_arm64.whl
Size	74.9 kB
Tags	CPython 3.9 macOS 11.0+ ARM64
SHA-256 checksum How to use checksums	`8796bb14b4560cb0a13a9e9368c9b5840f2de350d18c662e10601d72bc473ab3`
BLAKE2b-256 checksum How to use checksums	`3753f3fb7ecf7d4bd04cd0d4039e3a7283a7268cb34731a85f8eff173740e6b8`
Upload date	Aug 21, 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/steenrotsman/sax-ts
Publishing commit: github.com/steenrotsman/sax-ts/tree/4cb0d145a5fd9b5ecf0cd981401ee22a96a167d1

Workflow

Publishing configuration: github.com/steenrotsman/sax-ts/blob/4cb0d145a5fd9b5ecf0cd981401ee22a96a167d1/.github/workflows/build_wheels.yml
Publishing logs: github.com/steenrotsman/sax-ts/actions/runs/32484163923/attempts/1

Artifact

Subject: sax_ts-1.3-cp39-cp39-macosx_11_0_arm64.whl
SHA-256 checksum: 8796bb14b4560cb0a13a9e9368c9b5840f2de350d18c662e10601d72bc473ab3 Verifying attestations

Release history Release notifications | RSS feed

This release

1.3 This release

Aug 21, 2026 36 release files

1.2

May 16, 2025 41 release files

1.1

Mar 12, 2025 41 release files

1.0.0

Mar 12, 2025 41 release files

sax-ts 1.3

Symbolic Aggregate approXimation

Installation

References

Key dates

1 maintainer

Credits

License expression

Requires

Provides Extra

Metadata

Key dates

1 maintainer

Credits

License expression

Requires

Provides Extra

Release files for sax-ts 1.3

Source distribution (sdist)

Built distributions (wheels)

Release files / sax_ts-1.3.tar.gz

Provenance

PyPI Publish Attestation

Identity

Workflow

Artifact

Release files / sax_ts-1.3-cp314-cp314t-win_amd64.whl

Provenance

PyPI Publish Attestation

Identity

Workflow

Artifact

Release files / sax_ts-1.3-cp314-cp314t-win32.whl

Provenance

PyPI Publish Attestation

Identity

Workflow

Artifact

Release files / sax_ts-1.3-cp314-cp314t-musllinux_1_2_x86_64.whl

Provenance

PyPI Publish Attestation

Identity

Workflow

Artifact

Release files / sax_ts-1.3-cp314-cp314t-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl

Provenance

PyPI Publish Attestation

Identity

Workflow

Artifact

Release files / sax_ts-1.3-cp314-cp314t-macosx_11_0_arm64.whl

Provenance

PyPI Publish Attestation

Identity

Workflow

Artifact

Release files / sax_ts-1.3-cp314-cp314-win_amd64.whl

Provenance

PyPI Publish Attestation

Identity

Workflow

Artifact

Release files / sax_ts-1.3-cp314-cp314-win32.whl

Provenance

PyPI Publish Attestation

Identity

Workflow

Artifact

Release files / sax_ts-1.3-cp314-cp314-musllinux_1_2_x86_64.whl

Provenance

PyPI Publish Attestation

Identity

Workflow

Artifact

Release files / sax_ts-1.3-cp314-cp314-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl

Provenance

PyPI Publish Attestation

Identity

Workflow

Artifact