No project description provided

Project description

semsimian

Semsimian is a package to provide fast semantic similarity calculations for ontologies. It is a Rust library with a Python interface.

This includes implementation of Jaccard and Resnik similarity of terms in an ontology, as well as a method to calculate the similarity of two sets of terms (so-called termset similarity). Other methods will be added in the future.

Semsimian is currently integrated into OAK and the Monarch app to provide fast semantic similarity calculations.

Installation

Set up your virtual environment of choice.
cd semsimian (home directory of this project)
pip install maturin
maturin develop
python

Python 3.9.16 (main, Jan 11 2023, 10:02:19) 
[Clang 14.0.6 ] :: Anaconda, Inc. on darwin
Type "help", "copyright", "credits" or "license" for more information.
>>> from semsimian import Semsimian
>>> s = Semsimian([('banana', 'is_a', 'fruit'), ('cherry', 'is_a', 'fruit')])
>>> s.jaccard_similarity('banana', 'cherry')

This should yield a value of 1.0.

Releases

As of version 0.1.14, the semsimian source is released on GitHub, with a corresponding set of Python wheels released to Pypi.

To trigger a new set of builds, first update the version number in Cargo.toml, then create a new release.

Wheels are prepared for the following environments and architectures:

OS	Architectures	Python Versions
Linux	x86_64, x86_64-unknown-linux-musl, aarch64-unknown-linux-gnu, aarch64-unknown-linux-musl	3.7, 3.8, 3.9, 3.10, 3.11
MacOS	x86_64, universal2	3.7, 3.8, 3.9, 3.10, 3.11
Windows	x86_64	3.7, 3.8, 3.9, 3.10, 3.11

Troubleshooting

Building for Mac ARM M1 architectures

If a import semsimian results in a ImportError warning about incompatible architecture, try the following:

Install conda. This guide may be helpful.
Set up a virtual environment with conda so that your Python build is aligned with your processor architecture (in this case, ARM). Try something like:

$ conda create -n myenv python=3.9
...setup happens...
$ conda activate myenv

and then proceed as above.

Code Coverage via Docker

Build a docker image:

docker build -t my-rust-app .

Run your tests inside a Docker container and generate coverage:

docker run -v "$(pwd)":/usr/src/app -t my-rust-app bash -c "CARGO_INCREMENTAL=0 RUSTFLAGS='-Zprofile -Ccodegen-units=1 -Cinline-threshold=0 -Coverflow-checks=off -Zpanic_abort_tests -Cpanic=abort' cargo test && grcov . -s . --binary-path ./target/debug/ -t html --branch --ignore-not-existing -o ./target/debug/coverage/"

Get Coverage report from:

open ./target/debug/coverage/index.html

Project details

Release history Release notifications | RSS feed

0.2.19

Aug 26, 2024

0.2.18

Aug 2, 2024

0.2.17

Jul 23, 2024

0.2.17rc1 pre-release

Jul 15, 2024

0.2.16

May 7, 2024

0.2.15

Mar 14, 2024

0.2.14 yanked

Mar 13, 2024

Reason this release was yanked:

error: linking with `cc` failed: exit status: 1

0.2.14rc3 pre-release

Mar 13, 2024

0.2.14rc2 pre-release

Mar 13, 2024

0.2.14rc1 pre-release

Mar 12, 2024

0.2.13

Mar 6, 2024

0.2.12

Feb 6, 2024

0.2.11

Nov 29, 2023

0.2.10

Nov 16, 2023

0.2.9

Nov 16, 2023

0.2.8

Sep 27, 2023

0.2.6

Sep 15, 2023

0.2.5

Sep 2, 2023

0.2.5rc2 pre-release

Sep 1, 2023

This version

0.2.5rc1 pre-release

Sep 1, 2023

0.2.4

Aug 28, 2023

0.2.3 yanked

Aug 28, 2023

Reason this release was yanked:

Not all wheels uploaded: GH failed midway

0.2.2

Aug 25, 2023

0.2.1

Aug 21, 2023

0.2.0

Aug 15, 2023

0.2.0rc3 pre-release

Aug 12, 2023

0.2.0rc2 pre-release

Aug 9, 2023

0.2.0rc1 pre-release

Aug 9, 2023

0.1.20

Aug 4, 2023

0.1.19rc2 pre-release

Aug 3, 2023

0.1.19rc1 pre-release

Aug 3, 2023

0.1.18

Jul 25, 2023

0.1.18rc2 pre-release

Jul 24, 2023

0.1.18rc1 pre-release

Jul 24, 2023

0.1.17 yanked

Jul 21, 2023

Reason this release was yanked:

Output incorrect for allxall pairwise similarity

0.1.17rc6 pre-release

Jul 21, 2023

0.1.17rc5 pre-release

Jul 21, 2023

0.1.17rc4 pre-release

Jul 15, 2023

0.1.17rc3 pre-release

Jul 14, 2023

0.1.17rc2 pre-release

Jul 11, 2023

0.1.17rc1 pre-release

Jun 15, 2023

0.1.16

Jun 13, 2023

0.1.15

Jun 12, 2023

0.1.14

May 22, 2023

0.1.13

May 9, 2023

Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distributions

No source distribution files available for this release.See tutorial on generating distribution archives.

Built Distributions

semsimian-0.2.5rc1-cp311-none-win_amd64.whl (1.2 MB view details)

Uploaded Sep 1, 2023 CPython 3.11 Windows x86-64

semsimian-0.2.5rc1-cp311-cp311-musllinux_1_2_x86_64.whl (7.2 MB view details)

Uploaded Sep 1, 2023 CPython 3.11 musllinux: musl 1.2+ x86-64

semsimian-0.2.5rc1-cp311-cp311-musllinux_1_2_aarch64.whl (7.1 MB view details)

Uploaded Sep 1, 2023 CPython 3.11 musllinux: musl 1.2+ ARM64

semsimian-0.2.5rc1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (7.1 MB view details)

Uploaded Sep 1, 2023 CPython 3.11 manylinux: glibc 2.17+ x86-64

semsimian-0.2.5rc1-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl (6.3 MB view details)

Uploaded Sep 1, 2023 CPython 3.11 manylinux: glibc 2.17+ ARM64

semsimian-0.2.5rc1-cp311-cp311-macosx_10_9_x86_64.macosx_11_0_arm64.macosx_10_9_universal2.whl (3.0 MB view details)

Uploaded Sep 1, 2023 CPython 3.11 macOS 10.9+ universal2 (ARM64, x86-64) macOS 10.9+ x86-64 macOS 11.0+ ARM64

semsimian-0.2.5rc1-cp311-cp311-macosx_10_7_x86_64.whl (1.6 MB view details)

Uploaded Sep 1, 2023 CPython 3.11 macOS 10.7+ x86-64

semsimian-0.2.5rc1-cp310-none-win_amd64.whl (1.2 MB view details)

Uploaded Sep 1, 2023 CPython 3.10 Windows x86-64

semsimian-0.2.5rc1-cp310-cp310-musllinux_1_2_x86_64.whl (7.2 MB view details)

Uploaded Sep 1, 2023 CPython 3.10 musllinux: musl 1.2+ x86-64

semsimian-0.2.5rc1-cp310-cp310-musllinux_1_2_aarch64.whl (7.1 MB view details)

Uploaded Sep 1, 2023 CPython 3.10 musllinux: musl 1.2+ ARM64

semsimian-0.2.5rc1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (7.1 MB view details)

Uploaded Sep 1, 2023 CPython 3.10 manylinux: glibc 2.17+ x86-64

semsimian-0.2.5rc1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl (6.3 MB view details)

Uploaded Sep 1, 2023 CPython 3.10 manylinux: glibc 2.17+ ARM64

semsimian-0.2.5rc1-cp310-cp310-macosx_10_9_x86_64.macosx_11_0_arm64.macosx_10_9_universal2.whl (3.0 MB view details)

Uploaded Sep 1, 2023 CPython 3.10 macOS 10.9+ universal2 (ARM64, x86-64) macOS 10.9+ x86-64 macOS 11.0+ ARM64

semsimian-0.2.5rc1-cp310-cp310-macosx_10_7_x86_64.whl (1.6 MB view details)

Uploaded Sep 1, 2023 CPython 3.10 macOS 10.7+ x86-64

semsimian-0.2.5rc1-cp39-none-win_amd64.whl (1.2 MB view details)

Uploaded Sep 1, 2023 CPython 3.9 Windows x86-64

semsimian-0.2.5rc1-cp39-cp39-musllinux_1_2_x86_64.whl (7.2 MB view details)

Uploaded Sep 1, 2023 CPython 3.9 musllinux: musl 1.2+ x86-64

semsimian-0.2.5rc1-cp39-cp39-musllinux_1_2_aarch64.whl (7.1 MB view details)

Uploaded Sep 1, 2023 CPython 3.9 musllinux: musl 1.2+ ARM64

semsimian-0.2.5rc1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (7.1 MB view details)

Uploaded Sep 1, 2023 CPython 3.9 manylinux: glibc 2.17+ x86-64

semsimian-0.2.5rc1-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl (6.3 MB view details)

Uploaded Sep 1, 2023 CPython 3.9 manylinux: glibc 2.17+ ARM64

semsimian-0.2.5rc1-cp39-cp39-macosx_10_9_x86_64.macosx_11_0_arm64.macosx_10_9_universal2.whl (3.0 MB view details)

Uploaded Sep 1, 2023 CPython 3.9 macOS 10.9+ universal2 (ARM64, x86-64) macOS 10.9+ x86-64 macOS 11.0+ ARM64

semsimian-0.2.5rc1-cp39-cp39-macosx_10_7_x86_64.whl (1.6 MB view details)

Uploaded Sep 1, 2023 CPython 3.9 macOS 10.7+ x86-64

semsimian-0.2.5rc1-cp38-none-win_amd64.whl (1.2 MB view details)

Uploaded Sep 1, 2023 CPython 3.8 Windows x86-64

semsimian-0.2.5rc1-cp38-cp38-musllinux_1_2_x86_64.whl (7.2 MB view details)

Uploaded Sep 1, 2023 CPython 3.8 musllinux: musl 1.2+ x86-64

semsimian-0.2.5rc1-cp38-cp38-musllinux_1_2_aarch64.whl (7.1 MB view details)

Uploaded Sep 1, 2023 CPython 3.8 musllinux: musl 1.2+ ARM64

semsimian-0.2.5rc1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (7.1 MB view details)

Uploaded Sep 1, 2023 CPython 3.8 manylinux: glibc 2.17+ x86-64

semsimian-0.2.5rc1-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl (6.3 MB view details)

Uploaded Sep 1, 2023 CPython 3.8 manylinux: glibc 2.17+ ARM64

semsimian-0.2.5rc1-cp38-cp38-macosx_10_9_x86_64.macosx_11_0_arm64.macosx_10_9_universal2.whl (3.0 MB view details)

Uploaded Sep 1, 2023 CPython 3.8 macOS 10.9+ universal2 (ARM64, x86-64) macOS 10.9+ x86-64 macOS 11.0+ ARM64

semsimian-0.2.5rc1-cp38-cp38-macosx_10_7_x86_64.whl (1.6 MB view details)

Uploaded Sep 1, 2023 CPython 3.8 macOS 10.7+ x86-64

semsimian-0.2.5rc1-cp37-none-win_amd64.whl (1.2 MB view details)

Uploaded Sep 1, 2023 CPython 3.7 Windows x86-64

semsimian-0.2.5rc1-cp37-cp37m-musllinux_1_2_x86_64.whl (7.2 MB view details)

Uploaded Sep 1, 2023 CPython 3.7m musllinux: musl 1.2+ x86-64

semsimian-0.2.5rc1-cp37-cp37m-musllinux_1_2_aarch64.whl (7.1 MB view details)

Uploaded Sep 1, 2023 CPython 3.7m musllinux: musl 1.2+ ARM64

semsimian-0.2.5rc1-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (7.1 MB view details)

Uploaded Sep 1, 2023 CPython 3.7m manylinux: glibc 2.17+ x86-64

semsimian-0.2.5rc1-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl (6.3 MB view details)

Uploaded Sep 1, 2023 CPython 3.7m manylinux: glibc 2.17+ ARM64

semsimian-0.2.5rc1-cp37-cp37m-macosx_10_9_x86_64.macosx_11_0_arm64.macosx_10_9_universal2.whl (3.0 MB view details)

Uploaded Sep 1, 2023 CPython 3.7m macOS 10.9+ universal2 (ARM64, x86-64) macOS 10.9+ x86-64 macOS 11.0+ ARM64

semsimian-0.2.5rc1-cp37-cp37m-macosx_10_7_x86_64.whl (1.6 MB view details)

Uploaded Sep 1, 2023 CPython 3.7m macOS 10.7+ x86-64

File details

Details for the file semsimian-0.2.5rc1-cp311-none-win_amd64.whl.

File metadata

Download URL: semsimian-0.2.5rc1-cp311-none-win_amd64.whl
Upload date: Sep 1, 2023
Size: 1.2 MB
Tags: CPython 3.11, Windows x86-64
Uploaded using Trusted Publishing? No
Uploaded via: maturin/1.2.3

File hashes

Hashes for semsimian-0.2.5rc1-cp311-none-win_amd64.whl
Algorithm	Hash digest
SHA256	`38276ada87dde7cd62c5e62e75105dec2078e43e289ab499649fc16521e073ea`
MD5	`d99f2356c0a3db32b93f56ba41917ea3`
BLAKE2b-256	`e2917ca69d3afe870072703121415fc45646f200998bf67f52cf7851ee3716f5`

See more details on using hashes here.

Provenance

File details

Details for the file semsimian-0.2.5rc1-cp311-cp311-musllinux_1_2_x86_64.whl.

File metadata

Download URL: semsimian-0.2.5rc1-cp311-cp311-musllinux_1_2_x86_64.whl
Upload date: Sep 1, 2023
Size: 7.2 MB
Tags: CPython 3.11, musllinux: musl 1.2+ x86-64
Uploaded using Trusted Publishing? No
Uploaded via: maturin/1.2.3

File hashes

Hashes for semsimian-0.2.5rc1-cp311-cp311-musllinux_1_2_x86_64.whl
Algorithm	Hash digest
SHA256	`ee0967b969ad4adc32aac110b62025ecac3094c48565aff1c67cd9a4681a5735`
MD5	`deacb8bd6a60ff5bdd27a13ca5a93355`
BLAKE2b-256	`b495c970a0b066f10ad83a8e3f6f26df680a2f6d21e833a3ac3d94ac0f529029`

See more details on using hashes here.

Provenance

File details

Details for the file semsimian-0.2.5rc1-cp311-cp311-musllinux_1_2_aarch64.whl.

File metadata

Download URL: semsimian-0.2.5rc1-cp311-cp311-musllinux_1_2_aarch64.whl
Upload date: Sep 1, 2023
Size: 7.1 MB
Tags: CPython 3.11, musllinux: musl 1.2+ ARM64
Uploaded using Trusted Publishing? No
Uploaded via: maturin/1.2.3

File hashes

Hashes for semsimian-0.2.5rc1-cp311-cp311-musllinux_1_2_aarch64.whl
Algorithm	Hash digest
SHA256	`2fd4dc98bc7bd5a5b07b81576bdffea85185ff088293f7674e8f26b7a847bd3c`
MD5	`f0a7f66530a3a8ae2dfa8d6d2d9d5d55`
BLAKE2b-256	`fbf00308bba75254d827cdbad576d7cacecdaaf8617a81859ab35a1eb8842012`

See more details on using hashes here.

Provenance

File details

Details for the file semsimian-0.2.5rc1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

Download URL: semsimian-0.2.5rc1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Upload date: Sep 1, 2023
Size: 7.1 MB
Tags: CPython 3.11, manylinux: glibc 2.17+ x86-64
Uploaded using Trusted Publishing? No
Uploaded via: maturin/1.2.3

File hashes

Hashes for semsimian-0.2.5rc1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm	Hash digest
SHA256	`2274cc2c9a3c7f4f20f3c42d5106045e4e15ef290c840e348b14768e1d99531e`
MD5	`405922b443cfbb6f7ba877da4325784b`
BLAKE2b-256	`36d069853be7ec6dd5c38be5ade5c32cdd64bb7caa6115ab4ebc594703579bca`

See more details on using hashes here.

Provenance

File details

Details for the file semsimian-0.2.5rc1-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl.

File metadata

Download URL: semsimian-0.2.5rc1-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Upload date: Sep 1, 2023
Size: 6.3 MB
Tags: CPython 3.11, manylinux: glibc 2.17+ ARM64
Uploaded using Trusted Publishing? No
Uploaded via: maturin/1.2.3

File hashes

Hashes for semsimian-0.2.5rc1-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm	Hash digest
SHA256	`88aa0095b1cd158e4c8a6d0f24083a7e319ae2869f15846955a3382551b7a3ea`
MD5	`a217c161e45eaa9b621528d26f4072f4`
BLAKE2b-256	`69915115e4381fa20030d69c23f30cc19c227a1f6de2e04115d6fe00e9dc45ec`

See more details on using hashes here.

Provenance

File details

Details for the file semsimian-0.2.5rc1-cp311-cp311-macosx_10_9_x86_64.macosx_11_0_arm64.macosx_10_9_universal2.whl.

File metadata

Download URL: semsimian-0.2.5rc1-cp311-cp311-macosx_10_9_x86_64.macosx_11_0_arm64.macosx_10_9_universal2.whl
Upload date: Sep 1, 2023
Size: 3.0 MB
Tags: CPython 3.11, macOS 10.9+ universal2 (ARM64, x86-64), macOS 10.9+ x86-64, macOS 11.0+ ARM64
Uploaded using Trusted Publishing? No
Uploaded via: maturin/1.2.3

File hashes

Hashes for semsimian-0.2.5rc1-cp311-cp311-macosx_10_9_x86_64.macosx_11_0_arm64.macosx_10_9_universal2.whl
Algorithm	Hash digest
SHA256	`d187e947e92b852689fab683c05c1e358d07643897398bff74f02688171fb141`
MD5	`a599e89bfd2fee3ded799b6c8ce6c04c`
BLAKE2b-256	`408b7d1862b7251f7cf8fcbae47dedc5e132629f111046996baeaea19ebea8ed`

See more details on using hashes here.

Provenance

File details

Details for the file semsimian-0.2.5rc1-cp311-cp311-macosx_10_7_x86_64.whl.

File metadata

Download URL: semsimian-0.2.5rc1-cp311-cp311-macosx_10_7_x86_64.whl
Upload date: Sep 1, 2023
Size: 1.6 MB
Tags: CPython 3.11, macOS 10.7+ x86-64
Uploaded using Trusted Publishing? No
Uploaded via: maturin/1.2.3

File hashes

Hashes for semsimian-0.2.5rc1-cp311-cp311-macosx_10_7_x86_64.whl
Algorithm	Hash digest
SHA256	`30a640c096afdad3a807fb6fd1bf64752c5e5d35e3756b984b615922cfdbc932`
MD5	`9acfb34a0b8c63a3c503488ce77a5a94`
BLAKE2b-256	`e522d2b02251e6128866471956d6eefb0246a1c07bd44f0d0adb687472a87397`

See more details on using hashes here.

Provenance

File details

Details for the file semsimian-0.2.5rc1-cp310-none-win_amd64.whl.

File metadata

Download URL: semsimian-0.2.5rc1-cp310-none-win_amd64.whl
Upload date: Sep 1, 2023
Size: 1.2 MB
Tags: CPython 3.10, Windows x86-64
Uploaded using Trusted Publishing? No
Uploaded via: maturin/1.2.3

File hashes

Hashes for semsimian-0.2.5rc1-cp310-none-win_amd64.whl
Algorithm	Hash digest
SHA256	`4964ac912c908b54738f629883f446784b0c52d10c404bb9d611beae25ee783c`
MD5	`42cfbfe218139b1268a4e01d55970634`
BLAKE2b-256	`8bccbbb20e4523e30ce30c689505d908417329131c7b6b0122cacd17397155c1`

See more details on using hashes here.

Provenance

File details

Details for the file semsimian-0.2.5rc1-cp310-cp310-musllinux_1_2_x86_64.whl.

File metadata

Download URL: semsimian-0.2.5rc1-cp310-cp310-musllinux_1_2_x86_64.whl
Upload date: Sep 1, 2023
Size: 7.2 MB
Tags: CPython 3.10, musllinux: musl 1.2+ x86-64
Uploaded using Trusted Publishing? No
Uploaded via: maturin/1.2.3

File hashes

Hashes for semsimian-0.2.5rc1-cp310-cp310-musllinux_1_2_x86_64.whl
Algorithm	Hash digest
SHA256	`bd39fcb3503ae5a69d4116b4af97f34d02e7e3298a42a0038a2599a7a2a54e9b`
MD5	`711ad9948bcdb6fea29ab7d97b30417c`
BLAKE2b-256	`abd79bdbaae4cfa472a0e4b9bbe4a7d735d931c7a7d73b5270dfe13d36118d7c`

See more details on using hashes here.

Provenance

File details

Details for the file semsimian-0.2.5rc1-cp310-cp310-musllinux_1_2_aarch64.whl.

File metadata

Download URL: semsimian-0.2.5rc1-cp310-cp310-musllinux_1_2_aarch64.whl
Upload date: Sep 1, 2023
Size: 7.1 MB
Tags: CPython 3.10, musllinux: musl 1.2+ ARM64
Uploaded using Trusted Publishing? No
Uploaded via: maturin/1.2.3

File hashes

Hashes for semsimian-0.2.5rc1-cp310-cp310-musllinux_1_2_aarch64.whl
Algorithm	Hash digest
SHA256	`e6f4963a8a214e0b7a6c2a09a4f7145533e219d531da2bbc7496925df31ca102`
MD5	`c2becab9974b73ef33570c490eefbc2a`
BLAKE2b-256	`9e641f6a6744c5be405b736810be15362ea19fc22e16bfae97fd310d7c9467de`

See more details on using hashes here.

Provenance

File details

Details for the file semsimian-0.2.5rc1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

Download URL: semsimian-0.2.5rc1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Upload date: Sep 1, 2023
Size: 7.1 MB
Tags: CPython 3.10, manylinux: glibc 2.17+ x86-64
Uploaded using Trusted Publishing? No
Uploaded via: maturin/1.2.3

File hashes

Hashes for semsimian-0.2.5rc1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm	Hash digest
SHA256	`252418349baabefdfbc72d0172e235bf2eb29adef0108fe821da5467e97c756a`
MD5	`330fd2d9c56e1e892dda89a865a7fbc9`
BLAKE2b-256	`94a73e8b23eda7a3c66fe6da9bde1523d5d7b06bf171e502b8d20f484d2568c4`

See more details on using hashes here.

Provenance

File details

Details for the file semsimian-0.2.5rc1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl.

File metadata

Download URL: semsimian-0.2.5rc1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Upload date: Sep 1, 2023
Size: 6.3 MB
Tags: CPython 3.10, manylinux: glibc 2.17+ ARM64
Uploaded using Trusted Publishing? No
Uploaded via: maturin/1.2.3

File hashes

Hashes for semsimian-0.2.5rc1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm	Hash digest
SHA256	`db7ef93cbb9bd5cbe055715015fd57a6b6077855df69319451b03e2500cc1397`
MD5	`eb5a2f3ec707cc0bc590dc9b67fd4d63`
BLAKE2b-256	`eaac6b194c882eef7c5aebef7de2b90e615bb438efd175e43165958a48e88a1c`

See more details on using hashes here.

Provenance

File details

Details for the file semsimian-0.2.5rc1-cp310-cp310-macosx_10_9_x86_64.macosx_11_0_arm64.macosx_10_9_universal2.whl.

File metadata

Download URL: semsimian-0.2.5rc1-cp310-cp310-macosx_10_9_x86_64.macosx_11_0_arm64.macosx_10_9_universal2.whl
Upload date: Sep 1, 2023
Size: 3.0 MB
Tags: CPython 3.10, macOS 10.9+ universal2 (ARM64, x86-64), macOS 10.9+ x86-64, macOS 11.0+ ARM64
Uploaded using Trusted Publishing? No
Uploaded via: maturin/1.2.3

File hashes

Hashes for semsimian-0.2.5rc1-cp310-cp310-macosx_10_9_x86_64.macosx_11_0_arm64.macosx_10_9_universal2.whl
Algorithm	Hash digest
SHA256	`d763af60d9e02b4c4b44d8c6b28cd6a227cc3015a14cf7ce4fddd4f32cb052cc`
MD5	`e8d3d780da1ada1d06c4e9cf138571b4`
BLAKE2b-256	`1bf8c09271ec45abde84cc4033faaae97d76c6edf661983e8a9056e9ad36c3ae`

See more details on using hashes here.

Provenance

File details

Details for the file semsimian-0.2.5rc1-cp310-cp310-macosx_10_7_x86_64.whl.

File metadata

Download URL: semsimian-0.2.5rc1-cp310-cp310-macosx_10_7_x86_64.whl
Upload date: Sep 1, 2023
Size: 1.6 MB
Tags: CPython 3.10, macOS 10.7+ x86-64
Uploaded using Trusted Publishing? No
Uploaded via: maturin/1.2.3

File hashes

Hashes for semsimian-0.2.5rc1-cp310-cp310-macosx_10_7_x86_64.whl
Algorithm	Hash digest
SHA256	`478f5805f74f68236b5a3a3ed058953cebd4ae2cd059faf2f3c6d2be9ceffd99`
MD5	`a200d02dd0288e1276e5892b6cd34327`
BLAKE2b-256	`a6d0e4ae486508a7a7b3862d923dcdbe24c3203fe219e4c846badca3e6cb4593`

See more details on using hashes here.

Provenance

File details

Details for the file semsimian-0.2.5rc1-cp39-none-win_amd64.whl.

File metadata

Download URL: semsimian-0.2.5rc1-cp39-none-win_amd64.whl
Upload date: Sep 1, 2023
Size: 1.2 MB
Tags: CPython 3.9, Windows x86-64
Uploaded using Trusted Publishing? No
Uploaded via: maturin/1.2.3

File hashes

Hashes for semsimian-0.2.5rc1-cp39-none-win_amd64.whl
Algorithm	Hash digest
SHA256	`0f40423a919dfd866701d60996a74fd4ef9f2d9939ab820fae0e0780e4658994`
MD5	`f85bb73236ba9f304726828c0e828e46`
BLAKE2b-256	`be43ffbfeadc33bcbdc7e9e7ff301288252bf5af0666fafe5bbbd2801c469af3`

See more details on using hashes here.

Provenance

File details

Details for the file semsimian-0.2.5rc1-cp39-cp39-musllinux_1_2_x86_64.whl.

File metadata

Download URL: semsimian-0.2.5rc1-cp39-cp39-musllinux_1_2_x86_64.whl
Upload date: Sep 1, 2023
Size: 7.2 MB
Tags: CPython 3.9, musllinux: musl 1.2+ x86-64
Uploaded using Trusted Publishing? No
Uploaded via: maturin/1.2.3

File hashes

Hashes for semsimian-0.2.5rc1-cp39-cp39-musllinux_1_2_x86_64.whl
Algorithm	Hash digest
SHA256	`a7c5814abf967adef6f3c4a20ce903e0ec0a156b101f9acf61b7fd534db2c573`
MD5	`20361ad3cb439cfc29e8c943a6e9ad74`
BLAKE2b-256	`385a6bb23c927890c43f89b9223ccc16fb9130679e6042300e6a7af6b1679271`

See more details on using hashes here.

Provenance

File details

Details for the file semsimian-0.2.5rc1-cp39-cp39-musllinux_1_2_aarch64.whl.

File metadata

Download URL: semsimian-0.2.5rc1-cp39-cp39-musllinux_1_2_aarch64.whl
Upload date: Sep 1, 2023
Size: 7.1 MB
Tags: CPython 3.9, musllinux: musl 1.2+ ARM64
Uploaded using Trusted Publishing? No
Uploaded via: maturin/1.2.3

File hashes

Hashes for semsimian-0.2.5rc1-cp39-cp39-musllinux_1_2_aarch64.whl
Algorithm	Hash digest
SHA256	`b4286cb82e311f356322c18088692b2e4deb0f8d6b1ef7c1df78b11e650ad9d7`
MD5	`80466467794c9f26ff333b04f61608fb`
BLAKE2b-256	`5af786ed48828026c787db1921780c4b3b382c4fd149e504be5e354d229b774e`

See more details on using hashes here.

Provenance

File details

Details for the file semsimian-0.2.5rc1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

Download URL: semsimian-0.2.5rc1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Upload date: Sep 1, 2023
Size: 7.1 MB
Tags: CPython 3.9, manylinux: glibc 2.17+ x86-64
Uploaded using Trusted Publishing? No
Uploaded via: maturin/1.2.3

File hashes

Hashes for semsimian-0.2.5rc1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm	Hash digest
SHA256	`1323f3c32549c1b3d25506dfeaed12d79d1a41b734cda37a0f051fa1fc53e332`
MD5	`a5bdcfa407a04ce7cf2928d978d09fa0`
BLAKE2b-256	`d8a6d788a47ec2191766ea69dbca3e3d0d096315d64706935b5f8b58d8c7764c`

See more details on using hashes here.

Provenance

File details

Details for the file semsimian-0.2.5rc1-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl.

File metadata

Download URL: semsimian-0.2.5rc1-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Upload date: Sep 1, 2023
Size: 6.3 MB
Tags: CPython 3.9, manylinux: glibc 2.17+ ARM64
Uploaded using Trusted Publishing? No
Uploaded via: maturin/1.2.3

File hashes

Hashes for semsimian-0.2.5rc1-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm	Hash digest
SHA256	`3a4bf88547fee01a58b1dfa581770f4670695ad30996c50fea7b8351b8ef1b30`
MD5	`9cf2b1190ec02dd4de98f1aa30e91b39`
BLAKE2b-256	`a45557d8f07d3b5aee40055eaf0517465028536ee192732bd49527e920d23d6c`

See more details on using hashes here.

Provenance

File details

Details for the file semsimian-0.2.5rc1-cp39-cp39-macosx_10_9_x86_64.macosx_11_0_arm64.macosx_10_9_universal2.whl.

File metadata

Download URL: semsimian-0.2.5rc1-cp39-cp39-macosx_10_9_x86_64.macosx_11_0_arm64.macosx_10_9_universal2.whl
Upload date: Sep 1, 2023
Size: 3.0 MB
Tags: CPython 3.9, macOS 10.9+ universal2 (ARM64, x86-64), macOS 10.9+ x86-64, macOS 11.0+ ARM64
Uploaded using Trusted Publishing? No
Uploaded via: maturin/1.2.3

File hashes

Hashes for semsimian-0.2.5rc1-cp39-cp39-macosx_10_9_x86_64.macosx_11_0_arm64.macosx_10_9_universal2.whl
Algorithm	Hash digest
SHA256	`5b30a09ce9541aff55b2834931fe67714a6c8f780d0f4dd63d907e3eee4ed910`
MD5	`59f6fd86d825d3d4f7ec774c52e4a18e`
BLAKE2b-256	`79352be3a4b8b8c34d6cbd87b0e48a379b0c5f1a414e73647212344d5526c5c1`

See more details on using hashes here.

Provenance

File details

Details for the file semsimian-0.2.5rc1-cp39-cp39-macosx_10_7_x86_64.whl.

File metadata

Download URL: semsimian-0.2.5rc1-cp39-cp39-macosx_10_7_x86_64.whl
Upload date: Sep 1, 2023
Size: 1.6 MB
Tags: CPython 3.9, macOS 10.7+ x86-64
Uploaded using Trusted Publishing? No
Uploaded via: maturin/1.2.3

File hashes

Hashes for semsimian-0.2.5rc1-cp39-cp39-macosx_10_7_x86_64.whl
Algorithm	Hash digest
SHA256	`18a0ea3c7a0f6aab9a10016ddc4de5870d1516f03f8ba0805daa30b7858f374e`
MD5	`f5844cdd8786583df383deb788398bf7`
BLAKE2b-256	`dd24b28f97a1fe089b089e5b67d49e8f00e2795a837ef8faf5b02d70d5da2d1f`

See more details on using hashes here.

Provenance

File details

Details for the file semsimian-0.2.5rc1-cp38-none-win_amd64.whl.

File metadata

Download URL: semsimian-0.2.5rc1-cp38-none-win_amd64.whl
Upload date: Sep 1, 2023
Size: 1.2 MB
Tags: CPython 3.8, Windows x86-64
Uploaded using Trusted Publishing? No
Uploaded via: maturin/1.2.3

File hashes

Hashes for semsimian-0.2.5rc1-cp38-none-win_amd64.whl
Algorithm	Hash digest
SHA256	`3e21b9b0f18665a9d34322ad5c3217740565475040b96dce5792fe3f202f2da6`
MD5	`3e529d71f723eebcfb90bd522dd2dd9e`
BLAKE2b-256	`f4adeafd98404a372e1c3bcd9e9a866aee2f03df0ee6690f2fbb3dc7ac765f56`

See more details on using hashes here.

Provenance

File details

Details for the file semsimian-0.2.5rc1-cp38-cp38-musllinux_1_2_x86_64.whl.

File metadata

Download URL: semsimian-0.2.5rc1-cp38-cp38-musllinux_1_2_x86_64.whl
Upload date: Sep 1, 2023
Size: 7.2 MB
Tags: CPython 3.8, musllinux: musl 1.2+ x86-64
Uploaded using Trusted Publishing? No
Uploaded via: maturin/1.2.3

File hashes

Hashes for semsimian-0.2.5rc1-cp38-cp38-musllinux_1_2_x86_64.whl
Algorithm	Hash digest
SHA256	`a0f645a1f8655cd29b927f5e666763b81795664a4f8db4ffece261ffd465bced`
MD5	`d2c2b34a337e731357c15d5b5a4b33ed`
BLAKE2b-256	`281dee32f10a6ffa1d6dab828fcc5b2f5184adb164c006c78a57426863bb0186`

See more details on using hashes here.

Provenance

File details

Details for the file semsimian-0.2.5rc1-cp38-cp38-musllinux_1_2_aarch64.whl.

File metadata

Download URL: semsimian-0.2.5rc1-cp38-cp38-musllinux_1_2_aarch64.whl
Upload date: Sep 1, 2023
Size: 7.1 MB
Tags: CPython 3.8, musllinux: musl 1.2+ ARM64
Uploaded using Trusted Publishing? No
Uploaded via: maturin/1.2.3

File hashes

Hashes for semsimian-0.2.5rc1-cp38-cp38-musllinux_1_2_aarch64.whl
Algorithm	Hash digest
SHA256	`fd4008076f30be1f609b22745550ab6bbf5ea6359a24d31c56c52b9f608c8330`
MD5	`d133d015e0a270aba94b9888f637aa53`
BLAKE2b-256	`399008471291828b6fd32e3429877f8b727330665f9cf991bb930d5090776bf3`

See more details on using hashes here.

Provenance

File details

Details for the file semsimian-0.2.5rc1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

Download URL: semsimian-0.2.5rc1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Upload date: Sep 1, 2023
Size: 7.1 MB
Tags: CPython 3.8, manylinux: glibc 2.17+ x86-64
Uploaded using Trusted Publishing? No
Uploaded via: maturin/1.2.3

File hashes

Hashes for semsimian-0.2.5rc1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm	Hash digest
SHA256	`ce3c8a8b85e273a39d7120d52bb8ec9a81813de932dcc97a7fcb48af8f4241bc`
MD5	`bf9bc9d8e0ada036153e0a738b5a9e38`
BLAKE2b-256	`205f0b52f3cb547707cd1d80d9af572aaf20a2398c1cb20651e49723016d91a7`

See more details on using hashes here.

Provenance

File details

Details for the file semsimian-0.2.5rc1-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl.

File metadata

Download URL: semsimian-0.2.5rc1-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Upload date: Sep 1, 2023
Size: 6.3 MB
Tags: CPython 3.8, manylinux: glibc 2.17+ ARM64
Uploaded using Trusted Publishing? No
Uploaded via: maturin/1.2.3

File hashes

Hashes for semsimian-0.2.5rc1-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm	Hash digest
SHA256	`80b1572e0e62bfa60f5b70711e4b91a105bf51641a964283209c500cd210eda6`
MD5	`09afc0c2e5d575bebda9f7375e075d42`
BLAKE2b-256	`6a861ffa0bbf11ef8a9a847510a0ed31aba0d8c453d2f9ece6723e33932b0c9d`

See more details on using hashes here.

Provenance

File details

Details for the file semsimian-0.2.5rc1-cp38-cp38-macosx_10_9_x86_64.macosx_11_0_arm64.macosx_10_9_universal2.whl.

File metadata

Download URL: semsimian-0.2.5rc1-cp38-cp38-macosx_10_9_x86_64.macosx_11_0_arm64.macosx_10_9_universal2.whl
Upload date: Sep 1, 2023
Size: 3.0 MB
Tags: CPython 3.8, macOS 10.9+ universal2 (ARM64, x86-64), macOS 10.9+ x86-64, macOS 11.0+ ARM64
Uploaded using Trusted Publishing? No
Uploaded via: maturin/1.2.3

File hashes

Hashes for semsimian-0.2.5rc1-cp38-cp38-macosx_10_9_x86_64.macosx_11_0_arm64.macosx_10_9_universal2.whl
Algorithm	Hash digest
SHA256	`07b9afeee283e50522e5f9506974b489a13110b544103a6b26c77584e3ac0fbc`
MD5	`e37d9af548a09ec52ad2efbea5a6a394`
BLAKE2b-256	`1080859b360e2e39a37aa0a7faf01f2512cdef69ce11575aec4080e1140ab0d0`

See more details on using hashes here.

Provenance

File details

Details for the file semsimian-0.2.5rc1-cp38-cp38-macosx_10_7_x86_64.whl.

File metadata

Download URL: semsimian-0.2.5rc1-cp38-cp38-macosx_10_7_x86_64.whl
Upload date: Sep 1, 2023
Size: 1.6 MB
Tags: CPython 3.8, macOS 10.7+ x86-64
Uploaded using Trusted Publishing? No
Uploaded via: maturin/1.2.3

File hashes

Hashes for semsimian-0.2.5rc1-cp38-cp38-macosx_10_7_x86_64.whl
Algorithm	Hash digest
SHA256	`c63c2cbdfde3dd28c9a3ce7dfc903d99369a2337cd853e11fea3a170f1644ee1`
MD5	`83249040cca7f91815088a6d325994f3`
BLAKE2b-256	`6098f44779dbefc0121c4dbdf748076470c7fe6c42547c1aeccfae0615303036`

See more details on using hashes here.

Provenance

File details

Details for the file semsimian-0.2.5rc1-cp37-none-win_amd64.whl.

File metadata

Download URL: semsimian-0.2.5rc1-cp37-none-win_amd64.whl
Upload date: Sep 1, 2023
Size: 1.2 MB
Tags: CPython 3.7, Windows x86-64
Uploaded using Trusted Publishing? No
Uploaded via: maturin/1.2.3

File hashes

Hashes for semsimian-0.2.5rc1-cp37-none-win_amd64.whl
Algorithm	Hash digest
SHA256	`c3e008185c9a69b5eabb2d9fe7a1c22d6d60daea27d14dc80e15f0aef96662e8`
MD5	`0cddd031a48fe295e05165a3cea11ea2`
BLAKE2b-256	`f50e3e1ac1c365bfb3ef72a7da8f0bbfbab6e75256cb4446f74d4a5050617c00`

See more details on using hashes here.

Provenance

File details

Details for the file semsimian-0.2.5rc1-cp37-cp37m-musllinux_1_2_x86_64.whl.

File metadata

Download URL: semsimian-0.2.5rc1-cp37-cp37m-musllinux_1_2_x86_64.whl
Upload date: Sep 1, 2023
Size: 7.2 MB
Tags: CPython 3.7m, musllinux: musl 1.2+ x86-64
Uploaded using Trusted Publishing? No
Uploaded via: maturin/1.2.3

File hashes

Hashes for semsimian-0.2.5rc1-cp37-cp37m-musllinux_1_2_x86_64.whl
Algorithm	Hash digest
SHA256	`f77024cbb528f558f30d1cf835cce6ee66f5e1170f4d86d47dbeccb8b4204ca8`
MD5	`cf1b82e9e5f0ba187e4b1f37cef01998`
BLAKE2b-256	`e24f119309ea8b7998251ea11b019d248bd68a1879a02cc338dcd89d19120628`

See more details on using hashes here.

Provenance

File details

Details for the file semsimian-0.2.5rc1-cp37-cp37m-musllinux_1_2_aarch64.whl.

File metadata

Download URL: semsimian-0.2.5rc1-cp37-cp37m-musllinux_1_2_aarch64.whl
Upload date: Sep 1, 2023
Size: 7.1 MB
Tags: CPython 3.7m, musllinux: musl 1.2+ ARM64
Uploaded using Trusted Publishing? No
Uploaded via: maturin/1.2.3

File hashes

Hashes for semsimian-0.2.5rc1-cp37-cp37m-musllinux_1_2_aarch64.whl
Algorithm	Hash digest
SHA256	`00981be5b33ade81648a3d5168c29852968afd0548095f0e51e9baaae42686e9`
MD5	`1b5a4af3fd117c78b2092b20b241691a`
BLAKE2b-256	`32ff75cd8f894ef78eca98474b4be8bdd97c6a11f861f00df8817affc09f5afa`

See more details on using hashes here.

Provenance

File details

Details for the file semsimian-0.2.5rc1-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

Download URL: semsimian-0.2.5rc1-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Upload date: Sep 1, 2023
Size: 7.1 MB
Tags: CPython 3.7m, manylinux: glibc 2.17+ x86-64
Uploaded using Trusted Publishing? No
Uploaded via: maturin/1.2.3

File hashes

Hashes for semsimian-0.2.5rc1-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm	Hash digest
SHA256	`8ea515e1fa76927db6556653e2003389c516339d87a7d41f9d2b644509d80295`
MD5	`9e84d61153bb5fa5ff0dfb777545d8ab`
BLAKE2b-256	`49a30a86037717dee7814bc1646959ba637a723836aebdfbc7ad79410ace4032`

See more details on using hashes here.

Provenance

File details

Details for the file semsimian-0.2.5rc1-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl.

File metadata

Download URL: semsimian-0.2.5rc1-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Upload date: Sep 1, 2023
Size: 6.3 MB
Tags: CPython 3.7m, manylinux: glibc 2.17+ ARM64
Uploaded using Trusted Publishing? No
Uploaded via: maturin/1.2.3

File hashes

Hashes for semsimian-0.2.5rc1-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm	Hash digest
SHA256	`949061eb6fcba68328a21d9c35622666f0d4e763a12d446b1a2242ce6b90e44d`
MD5	`c1ff33d5d547aff8cc9c82e04318c029`
BLAKE2b-256	`e5bacde3d9aa3bc3a58b86a464682540eb44b1554ec1dbfc740998ed7dc0011d`

See more details on using hashes here.

Provenance

File details

Details for the file semsimian-0.2.5rc1-cp37-cp37m-macosx_10_9_x86_64.macosx_11_0_arm64.macosx_10_9_universal2.whl.

File metadata

Download URL: semsimian-0.2.5rc1-cp37-cp37m-macosx_10_9_x86_64.macosx_11_0_arm64.macosx_10_9_universal2.whl
Upload date: Sep 1, 2023
Size: 3.0 MB
Tags: CPython 3.7m, macOS 10.9+ universal2 (ARM64, x86-64), macOS 10.9+ x86-64, macOS 11.0+ ARM64
Uploaded using Trusted Publishing? No
Uploaded via: maturin/1.2.3

File hashes

Hashes for semsimian-0.2.5rc1-cp37-cp37m-macosx_10_9_x86_64.macosx_11_0_arm64.macosx_10_9_universal2.whl
Algorithm	Hash digest
SHA256	`0dd79b3551eeef660f94739bce69c3e633b1a60983114ca79f6bbe4369b8121b`
MD5	`c086cbb502f241424dc06f82b28378d8`
BLAKE2b-256	`e8d52fb591d9127d1521dfcf0efbd7a8b19a2ab6dbcef6c8f26c8a22bb002834`

See more details on using hashes here.

Provenance

File details

Details for the file semsimian-0.2.5rc1-cp37-cp37m-macosx_10_7_x86_64.whl.

File metadata

Download URL: semsimian-0.2.5rc1-cp37-cp37m-macosx_10_7_x86_64.whl
Upload date: Sep 1, 2023
Size: 1.6 MB
Tags: CPython 3.7m, macOS 10.7+ x86-64
Uploaded using Trusted Publishing? No
Uploaded via: maturin/1.2.3

File hashes

Hashes for semsimian-0.2.5rc1-cp37-cp37m-macosx_10_7_x86_64.whl
Algorithm	Hash digest
SHA256	`ac418346d072d6d2bb48de5a24753fb0ed2d4b63269f430220c94d0361c94c9d`
MD5	`a5832b39339ee74ebdabf32ad2406d7c`
BLAKE2b-256	`986ecce223683581b573226c72fcc21a62050a0264c2d7e652a37d8c5face556`

See more details on using hashes here.

semsimian 0.2.5rc1

Navigation

Verified details

Maintainers

Unverified details

Meta

Classifiers

Project description

semsimian

Installation

Releases

Troubleshooting

Building for Mac ARM M1 architectures

Code Coverage via Docker

Project details

Verified details

Maintainers

Unverified details

Meta

Classifiers

Release history Release notifications | RSS feed

Download files

Source Distributions

Built Distributions

File details

File metadata

File hashes

Provenance

File details

File metadata

File hashes

Provenance

File details

File metadata

File hashes

Provenance

File details

File metadata

File hashes

Provenance

File details

File metadata

File hashes

Provenance

File details

File metadata

File hashes

Provenance

File details

File metadata

File hashes

Provenance

File details

File metadata

File hashes

Provenance

File details

File metadata

File hashes

Provenance

File details

File metadata

File hashes

Provenance

File details

File metadata

File hashes

Provenance

File details

File metadata

File hashes

Provenance

File details

File metadata

File hashes

Provenance

File details

File metadata

File hashes

Provenance