Skip to main content

SymFT / SOFT

An exact Python/C++ simulator for noisy adaptive Clifford-plus-Pauli-rotation circuits. Supports measurement records, detectors, postselection, expectation values and compiled counts sampling.

Python package 2026.10.8 corresponds to GitHub Release v0.1.0 and the symft_26_10_08 update. These version identifiers are intentionally distinct.

Install the portable CPU package with python -m pip install symft==2026.10.8. CUDA support requires a source build.

Installation and examples | Python API | Release notes

Metadata

Release files for symft 2026.10.8

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

Source distribution (sdist)

Source distribution for symft 2026.10.8
File Size Uploaded Provenance
symft-2026.10.8.tar.gz 210.2 kB With provenance Details

Built distributions (wheels)

Table of built distributions (wheels) for symft 2026.10.8
File
symft-2026.10.8-cp313-cp313-win_amd64.whl CPython 3.13 CPython 3.13 Windows x86-64 Details
symft-2026.10.8-cp313-cp313-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl CPython 3.13 CPython 3.13 Linux glibc 2.24+ x86-64, Linux glibc 2.28+ x86-64 Details
symft-2026.10.8-cp313-cp313-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl CPython 3.13 CPython 3.13 Linux glibc 2.24+ ARM64, Linux glibc 2.28+ ARM64 Details
symft-2026.10.8-cp313-cp313-macosx_11_0_arm64.whl CPython 3.13 CPython 3.13 macOS 11.0+ ARM64 Details
symft-2026.10.8-cp312-cp312-win_amd64.whl CPython 3.12 CPython 3.12 Windows x86-64 Details
symft-2026.10.8-cp312-cp312-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl CPython 3.12 CPython 3.12 Linux glibc 2.24+ x86-64, Linux glibc 2.28+ x86-64 Details
symft-2026.10.8-cp312-cp312-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl CPython 3.12 CPython 3.12 Linux glibc 2.24+ ARM64, Linux glibc 2.28+ ARM64 Details
symft-2026.10.8-cp312-cp312-macosx_11_0_arm64.whl CPython 3.12 CPython 3.12 macOS 11.0+ ARM64 Details
symft-2026.10.8-cp311-cp311-win_amd64.whl CPython 3.11 CPython 3.11 Windows x86-64 Details
symft-2026.10.8-cp311-cp311-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl CPython 3.11 CPython 3.11 Linux glibc 2.24+ x86-64, Linux glibc 2.28+ x86-64 Details
symft-2026.10.8-cp311-cp311-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl CPython 3.11 CPython 3.11 Linux glibc 2.28+ ARM64, Linux glibc 2.24+ ARM64 Details
symft-2026.10.8-cp311-cp311-macosx_11_0_arm64.whl CPython 3.11 CPython 3.11 macOS 11.0+ ARM64 Details
symft-2026.10.8-cp310-cp310-win_amd64.whl CPython 3.10 CPython 3.10 Windows x86-64 Details
symft-2026.10.8-cp310-cp310-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl CPython 3.10 CPython 3.10 Linux glibc 2.24+ x86-64, Linux glibc 2.28+ x86-64 Details
symft-2026.10.8-cp310-cp310-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl CPython 3.10 CPython 3.10 Linux glibc 2.28+ ARM64, Linux glibc 2.24+ ARM64 Details
symft-2026.10.8-cp310-cp310-macosx_11_0_arm64.whl CPython 3.10 CPython 3.10 macOS 11.0+ ARM64 Details
symft-2026.10.8-cp39-cp39-win_amd64.whl CPython 3.9 CPython 3.9 Windows x86-64 Details
symft-2026.10.8-cp39-cp39-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl CPython 3.9 CPython 3.9 Linux glibc 2.24+ x86-64, Linux glibc 2.28+ x86-64 Details
symft-2026.10.8-cp39-cp39-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl CPython 3.9 CPython 3.9 Linux glibc 2.24+ ARM64, Linux glibc 2.28+ ARM64 Details
symft-2026.10.8-cp39-cp39-macosx_11_0_arm64.whl CPython 3.9 CPython 3.9 macOS 11.0+ ARM64 Details

Total release size: 81.4 MB

Release files / symft-2026.10.8.tar.gz

Download URL symft-2026.10.8.tar.gz
Size 210.2 kB
Tags Source
SHA-256 checksum
How to use checksums
d7887c7629b7045416ed6d0a5a41734af0d9344a7a718475d98ca55fa09a43f4
BLAKE2b-256 checksum
How to use checksums
13a147faa7cb7cb4fe6eed6532f0020743c3d3a19580d5adc91d12cb660ac0a5
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/7.0.0 CPython/3.13.16

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.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Oct 23, 2026.

Transparency log

Release files / symft-2026.10.8-cp313-cp313-win_amd64.whl

Download URL symft-2026.10.8-cp313-cp313-win_amd64.whl
Size 323.3 kB
Tags CPython 3.13 Windows x86-64
SHA-256 checksum
How to use checksums
6cd4589eb34767ebccd8e56bd717410e54eb1ed5895beeac965dab4d4d8d13bd
BLAKE2b-256 checksum
How to use checksums
79306b0e8caab2a866d464917c5a59fa3828fd0c7dc107c68696e75622a01d82
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/7.0.0 CPython/3.13.16

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.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Oct 23, 2026.

Transparency log

Release files / symft-2026.10.8-cp313-cp313-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl

Download URL symft-2026.10.8-cp313-cp313-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl
Size 8.0 MB
Tags CPython 3.13 Linux glibc 2.24+ x86-64 Linux glibc 2.28+ x86-64
SHA-256 checksum
How to use checksums
2643b025769d6c06b230502756c35d6a72363f65def91090b85f70137b30f355
BLAKE2b-256 checksum
How to use checksums
5b12daeef7f6aebc0329b7463bce99f5d05e734a0eb07bf56f9f2b232a470a3e
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/7.0.0 CPython/3.13.16

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.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Oct 23, 2026.

Transparency log

Release files / symft-2026.10.8-cp313-cp313-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl

Download URL symft-2026.10.8-cp313-cp313-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl
Size 7.6 MB
Tags CPython 3.13 Linux glibc 2.24+ ARM64 Linux glibc 2.28+ ARM64
SHA-256 checksum
How to use checksums
7f0bbd6b36e892481aab693b13b17625fb1015f3f1e7955ff3412bac76437525
BLAKE2b-256 checksum
How to use checksums
9131b0d6ca75bd8cce1192a117022ab0ff5346fb093537c871b7e2d18f7feab9
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/7.0.0 CPython/3.13.16

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.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Oct 23, 2026.

Transparency log

Release files / symft-2026.10.8-cp313-cp313-macosx_11_0_arm64.whl

Download URL symft-2026.10.8-cp313-cp313-macosx_11_0_arm64.whl
Size 393.6 kB
Tags CPython 3.13 macOS 11.0+ ARM64
SHA-256 checksum
How to use checksums
bff5c2d1c0be36f6e5a8068a16b8f4d8f3ec20efcf926f632c86d9306ca840ee
BLAKE2b-256 checksum
How to use checksums
262bdcac1135831bc141bb3c46eb055925434323da29c8ef3df1a60e2e0931ca
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/7.0.0 CPython/3.13.16

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.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Oct 23, 2026.

Transparency log

Release files / symft-2026.10.8-cp312-cp312-win_amd64.whl

Download URL symft-2026.10.8-cp312-cp312-win_amd64.whl
Size 323.4 kB
Tags CPython 3.12 Windows x86-64
SHA-256 checksum
How to use checksums
8dc87dc4f8b28ce3b7db663b6364f0e9ff8bde7823fc38ffbb8fd752301b4f4e
BLAKE2b-256 checksum
How to use checksums
59083795a853ed408a09978e6caac15e9f774b11dda0a9c636f842fdc6060a51
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/7.0.0 CPython/3.13.16

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.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Oct 23, 2026.

Transparency log

Release files / symft-2026.10.8-cp312-cp312-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl

Download URL symft-2026.10.8-cp312-cp312-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl
Size 8.0 MB
Tags CPython 3.12 Linux glibc 2.24+ x86-64 Linux glibc 2.28+ x86-64
SHA-256 checksum
How to use checksums
6c818ddd5691103c2ae928363d15936217a534f9cf745ad1c3aba95405d772bd
BLAKE2b-256 checksum
How to use checksums
30e81a7cb97013cc29b012f9e87da1313aa6c334eaee1904b2290a0510a85e90
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/7.0.0 CPython/3.13.16

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.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Oct 23, 2026.

Transparency log

Release files / symft-2026.10.8-cp312-cp312-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl

Download URL symft-2026.10.8-cp312-cp312-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl
Size 7.5 MB
Tags CPython 3.12 Linux glibc 2.24+ ARM64 Linux glibc 2.28+ ARM64
SHA-256 checksum
How to use checksums
0518bd64c80c8ccdea42048a49e60aab1306a7cde1cc7e00305b7b5fb5115c49
BLAKE2b-256 checksum
How to use checksums
331d346dcee9128b499616ebd8f191652a35f64a19108640e9220457632a9410
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/7.0.0 CPython/3.13.16

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.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Oct 23, 2026.

Transparency log

Release files / symft-2026.10.8-cp312-cp312-macosx_11_0_arm64.whl

Download URL symft-2026.10.8-cp312-cp312-macosx_11_0_arm64.whl
Size 393.6 kB
Tags CPython 3.12 macOS 11.0+ ARM64
SHA-256 checksum
How to use checksums
7a23a0ef0363ebc5c67067bc15f0d93df7eadeab317eea3da8dbc02503bb15fd
BLAKE2b-256 checksum
How to use checksums
61de086af06b898d976d9cfc44601889cf804e6fd170a88f9d60b9a6a7a6ddaa
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/7.0.0 CPython/3.13.16

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.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Oct 23, 2026.

Transparency log

Release files / symft-2026.10.8-cp311-cp311-win_amd64.whl

Download URL symft-2026.10.8-cp311-cp311-win_amd64.whl
Size 323.4 kB
Tags CPython 3.11 Windows x86-64
SHA-256 checksum
How to use checksums
faca3da69e59e0b7be0aba53a26968fe1632de494eb34247b7f4eff8270af5db
BLAKE2b-256 checksum
How to use checksums
6cb25f5bf4166988ed9fd9e446dd4c0f767aed18a69aa41c4da60edea26001d0
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/7.0.0 CPython/3.13.16

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.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Oct 23, 2026.

Transparency log

Release files / symft-2026.10.8-cp311-cp311-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl

Download URL symft-2026.10.8-cp311-cp311-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl
Size 8.0 MB
Tags CPython 3.11 Linux glibc 2.24+ x86-64 Linux glibc 2.28+ x86-64
SHA-256 checksum
How to use checksums
102bd76e1c15351e5ba77031f9f0c63a124dc5b4db0f1676036eb5953b35bf96
BLAKE2b-256 checksum
How to use checksums
bee41ec8a4dddf3491b50e213908381e0838b40f062dada7eae9ca289f06f936
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/7.0.0 CPython/3.13.16

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.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Oct 23, 2026.

Transparency log

Release files / symft-2026.10.8-cp311-cp311-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl

Download URL symft-2026.10.8-cp311-cp311-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl
Size 7.5 MB
Tags CPython 3.11 Linux glibc 2.24+ ARM64 Linux glibc 2.28+ ARM64
SHA-256 checksum
How to use checksums
55d9aadfec6ae742361d206a7b54638e0fdc92de972ea8e843e6c11f1b50d255
BLAKE2b-256 checksum
How to use checksums
00a1f72c164e3b15edcfb899fdf88d8ea45a5177adabd0d32a2de7ead1e74b0f
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/7.0.0 CPython/3.13.16

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.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Oct 23, 2026.

Transparency log

Release files / symft-2026.10.8-cp311-cp311-macosx_11_0_arm64.whl

Download URL symft-2026.10.8-cp311-cp311-macosx_11_0_arm64.whl
Size 393.6 kB
Tags CPython 3.11 macOS 11.0+ ARM64
SHA-256 checksum
How to use checksums
0e010ec89b0308fee31d242296163f6f249c378104eb8e35f15b69f0f4587bc0
BLAKE2b-256 checksum
How to use checksums
2231549cfa1afe14850c68982564557baf0b8e9b2a9fd507763f6342adac1f43
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/7.0.0 CPython/3.13.16

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.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Oct 23, 2026.

Transparency log

Release files / symft-2026.10.8-cp310-cp310-win_amd64.whl

Download URL symft-2026.10.8-cp310-cp310-win_amd64.whl
Size 323.4 kB
Tags CPython 3.10 Windows x86-64
SHA-256 checksum
How to use checksums
caa055f1c6ccc59fb00ed26fc89adb9df96d4aaccee0cdaf2ac89e60957a7245
BLAKE2b-256 checksum
How to use checksums
7088cbebb1cc85008156c6c6b6984acc09d8dbe4dd966aa47ca73e81dcfe348b
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/7.0.0 CPython/3.13.16

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.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Oct 23, 2026.

Transparency log

Release files / symft-2026.10.8-cp310-cp310-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl

Download URL symft-2026.10.8-cp310-cp310-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl
Size 8.0 MB
Tags CPython 3.10 Linux glibc 2.24+ x86-64 Linux glibc 2.28+ x86-64
SHA-256 checksum
How to use checksums
0b0ae44675eec0630f59e8c5e0b9e87002e4d4cda702033188c420b2c03c1d31
BLAKE2b-256 checksum
How to use checksums
1403bae18854fb647b61f5fa58a42a2a0839d556d0af2660319d1d7e54c6a7a3
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/7.0.0 CPython/3.13.16

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.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Oct 23, 2026.

Transparency log

Release files / symft-2026.10.8-cp310-cp310-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl

Download URL symft-2026.10.8-cp310-cp310-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl
Size 7.5 MB
Tags CPython 3.10 Linux glibc 2.24+ ARM64 Linux glibc 2.28+ ARM64
SHA-256 checksum
How to use checksums
da213383f2f6df0b489294530f58de986deff2b07b9c764c4e8d7fe3d6fa4b35
BLAKE2b-256 checksum
How to use checksums
200bcb682f500510030ec15801ebfa91120f74aeabd7c5c5d6edb132e9a6a95f
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/7.0.0 CPython/3.13.16

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.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Oct 23, 2026.

Transparency log

Release files / symft-2026.10.8-cp310-cp310-macosx_11_0_arm64.whl

Download URL symft-2026.10.8-cp310-cp310-macosx_11_0_arm64.whl
Size 393.6 kB
Tags CPython 3.10 macOS 11.0+ ARM64
SHA-256 checksum
How to use checksums
06cefcc9a1657962099ff54074e96f91e0d3905890551bde18e7afc1a9473792
BLAKE2b-256 checksum
How to use checksums
d8a0c2b2cbfbce6db9a9abad14d72d547ca5642f85282d27c0f6de7e68dc5d3d
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/7.0.0 CPython/3.13.16

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.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Oct 23, 2026.

Transparency log

Release files / symft-2026.10.8-cp39-cp39-win_amd64.whl

Download URL symft-2026.10.8-cp39-cp39-win_amd64.whl
Size 323.4 kB
Tags CPython 3.9 Windows x86-64
SHA-256 checksum
How to use checksums
eb0e6b61e9cdff764ba9cf2cd50b91968058a3c052ea7fc56f0e2c00b643a75a
BLAKE2b-256 checksum
How to use checksums
005c1ffb5ed120df9bcfc2f79c32357c2e9ae1caf6a7ffa4008bc671d1590a82
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/7.0.0 CPython/3.13.16

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.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Oct 23, 2026.

Transparency log

Release files / symft-2026.10.8-cp39-cp39-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl

Download URL symft-2026.10.8-cp39-cp39-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl
Size 8.0 MB
Tags CPython 3.9 Linux glibc 2.24+ x86-64 Linux glibc 2.28+ x86-64
SHA-256 checksum
How to use checksums
3d3f74f88c37df5d1dba409a12c767007cdbeee172b44ea8b8b6ace6c0c31a5b
BLAKE2b-256 checksum
How to use checksums
f86b48600974a4d3205650ebf34573c6b2c633a13e0d1cc6d32f213f0d10f6d5
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/7.0.0 CPython/3.13.16

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.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Oct 23, 2026.

Transparency log

Release files / symft-2026.10.8-cp39-cp39-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl

Download URL symft-2026.10.8-cp39-cp39-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl
Size 7.5 MB
Tags CPython 3.9 Linux glibc 2.24+ ARM64 Linux glibc 2.28+ ARM64
SHA-256 checksum
How to use checksums
ddb0f1258f9e4c585c9da9df573dbd1a546517e21e0ea74ccc08949913cebdb5
BLAKE2b-256 checksum
How to use checksums
15802761da41fb74e6b250eb6a3d353c55102c097fe669bf08dd4b68b3f70fa9
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/7.0.0 CPython/3.13.16

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.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Oct 23, 2026.

Transparency log

Release files / symft-2026.10.8-cp39-cp39-macosx_11_0_arm64.whl

Download URL symft-2026.10.8-cp39-cp39-macosx_11_0_arm64.whl
Size 393.6 kB
Tags CPython 3.9 macOS 11.0+ ARM64
SHA-256 checksum
How to use checksums
a627322eb8927f9c34f18891d7c00bc0d323d041b0e354ab51ae3faab9fd20a0
BLAKE2b-256 checksum
How to use checksums
dacbc36f9d4360f92d87d5900dd10c4db26268eb610b88b433728c4fe96a939a
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/7.0.0 CPython/3.13.16

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.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Oct 23, 2026.

Transparency log

Security for symft 2026.10.8

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.

Full provenance

All 21 files in this release have been uploaded with provenance metadata.

Select from 21 files

Attestation for symft-2026.10.8.tar.gz

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Oct 23, 2026.

Transparency log

A note on package security

PyPI is a repository for distributing packages, not a service for auditing them. While third-party security researchers and our staff do their best to detect and remove malicious packages, PyPI cannot guarantee the quality, security or suitability of any given package.

To learn more about protecting yourself from malicious actors, visit our package security documentation.

Anthropic, PBC Visionary sponsor Bloomberg Visionary sponsor Hudson River Trading Visionary sponsor Meta Visionary sponsor NVIDIA Visionary sponsor Microsoft Sustainability sponsor Depot Continuous Integration AWS Cloud computing and Security Sponsor Datadog Monitoring Fastly CDN Google Download Analytics Sentry Error logging StatusPage Status page