Skip to main content

PartSeg is python GUI for bio imaging analysis especially nucleus analysis,

Project description

PartSeg

Travis Build Status Tests PyPI version Documentation Status Azure Pipelines Build Status DOI Total alerts Language grade: Python Codacy Badge Requirements Status Code Style

PartSeg is gui and library for segmentation algorithms.

This application is designed to help biologist with segmentation based on threshold and connected components

interface

Tutorials

  • Tutorial: Chromosome 1 (as gui) link
  • Data for chromosome 1 tutorial link
  • Tutorial: Different neuron types (as library) link

Installing

  • From binaries:

    • Windows (build on Windows 10)
    • Linux (build on Ubuntu 18.04)
    • MacOS (build on MacOS Mojave)
  • With pip (on linux you need to install numpy and cython earlier)

    • From pypi: pip install PartSeg[pyqt]
    • From repository: pip install git+https://github.com/4DNucleome/PartSeg.git

Running

If you download binaries look for PartSeg_exec file inside the PartSeg folder

If you install from repository or from pip you cat run it with PartSeg command or python -m PartSeg. First option do not work on Windows.

PartSeg export few commandline options:

  • --no_report - disable reporting errors to authors
  • --no_dialog - disable reporting errors to authors and showing error dialog. Use only when running from terminal.
  • segmentation_analysis - skip launcher and start analysis gui
  • segmentation - skip launcher and start segmentation gui

Additional remarks

PartSeg use current imagecodecs-lite as backed for tifffile. You may install full version if imagecodecs manually.

Save Format

Saved project are tar files compressed with gzip or bz2

Metadata are saved in data.json file (in json format) images/mask are saved as *.npy (numpy array format)

Interface

Launcher. Chose program that you will launch:

launcher

Main window of Segmentation Analysis:

interface

Main window of Segmentation Analysis with view on measurement result:

interface

Window for creating set of measurements:

statistics

Main window of Mask Segmentation:

mask interface

Laboratory

Laboratory of functional and structural genomics http://4dnucleome.cent.uw.edu.pl/

Changelog

0.11.5

  • add side view to viewer
  • fix horizontal view for Measurements result table

0.11.4

  • bump to napari 0.3.8 in bundle
  • fix bug with not presented segmentation loaded from project
  • add frame (1 pix) to image cat from base one based on segmentation
  • pin to Qt version to 5.14

0.11.3

  • prepare for napari 0.3.7
  • split napari io plugin on multiple part
  • better reporting for numpy array via sentry
  • fix setting color for mask marking

0.11.2

  • Speedup image set in viewer using async calls
  • Fix bug in long name of sheet with parameters

0.11.1

  • Add screenshot option in View menu
  • Add Voxels measurements

0.11.0

  • Make sprawl algorithm name shorter
  • Unify capitalisation of measurement names
  • Add simple measurements to mask segmentation
  • Use napari as viewer
  • Add possibility to preview additional output of algorithms (In View menu)
  • Update names of available Algorithm and Measurement to be more descriptive.

0.10.8

  • fix synchronisation between viewers in Segmentation Analysis
  • fix batch crash on error during batch run, add information about file on which calculation fails
  • add changelog preview in Help > About

0.10.7

  • in measurements, on empty list of components mean will return 0

0.10.6

  • fix border rim preview
  • fix problem with size of image preview
  • zoom with scroll and moving if rectangle zoom is not marked

0.10.5

  • make PartSeg PEP517 compatible.
  • fix multiple files widget on Windows (path normalisation)

0.10.4

  • fix slow zoom

0.10.3

  • deterministic order of elements in batch processing.

0.10.2

  • bugfixes

0.10.1

  • bugfixes

0.10.0

  • Add creating custom label coloring.
  • Change execs interpreter to python 3.7.
  • Add masking operation in Segmentation Mask.
  • Change license to BSD.
  • Allow select root type in batch processing.
  • Add median filter in preview.

0.9.7

  • fix bug in compare mask

0.9.6

  • fix bug in loading project with mask
  • upgrade PyInstaller version (bug GHSA-7fcj-pq9j-wh2r)

0.9.5

  • fix bug in loading project in "Segmentation analysis"

0.9.4

  • read mask segmentation projects
  • choose source type in batch
  • add initial support to OIF and CZI file format
  • extract utils to PartSegCore module
  • add automated tests of example notebook
  • reversed mask
  • load segmentation parameters in mask segmentation
  • allow use sprawl in segmentation tool
  • add radial split of mask for measurement
  • add all measurement results in batch, per component sheet

0.9.3

  • start automated build documentation
  • change color map backend and allow for user to create custom color map.
  • segmentation compare
  • update test engines
  • support of PySide2

0.9.2.3

  • refactor code to make easier create plugin for mask segmentation
  • create class base updater for update outdated algorithm description
  • fix save functions
  • fix different bugs

0.9.2.2

  • extract static data to separated package
  • update marker of fix range and add mark of gauss in channel control

0.9.2.1

  • add VoteSmooth and add choosing of smooth algorithm

0.9.2

  • add pypi base check for update

  • remove resetting image state when change state in same image

  • in stack segmentation add options to picking components from segmentation's

  • in mask segmentation add:

    • preview of segmentation parameters per component,
    • save segmentation parameters in save file
    • new implementation of batch mode.

0.9.1

  • Add multiple files widget

  • Add Calculating distances between segmented object and mask

  • Batch processing plan fixes:

    • Fix adding pipelines to plan
    • Redesign mask widget
  • modify measurement backend to allow calculate multi channel measurements.

0.9

Begin of changelog

Project details


Release history Release notifications | RSS feed

Download files

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

Source Distribution

PartSeg-0.11.5.tar.gz (304.4 kB view details)

Uploaded Source

Built Distributions

PartSeg-0.11.5-cp38-cp38-win_amd64.whl (936.7 kB view details)

Uploaded CPython 3.8 Windows x86-64

PartSeg-0.11.5-cp38-cp38-manylinux2014_x86_64.whl (5.3 MB view details)

Uploaded CPython 3.8

PartSeg-0.11.5-cp38-cp38-manylinux2010_x86_64.whl (4.8 MB view details)

Uploaded CPython 3.8 manylinux: glibc 2.12+ x86-64

PartSeg-0.11.5-cp38-cp38-manylinux1_x86_64.whl (4.8 MB view details)

Uploaded CPython 3.8

PartSeg-0.11.5-cp38-cp38-macosx_10_14_x86_64.whl (1.1 MB view details)

Uploaded CPython 3.8 macOS 10.14+ x86-64

PartSeg-0.11.5-cp38-cp38-macosx_10_9_x86_64.whl (1.1 MB view details)

Uploaded CPython 3.8 macOS 10.9+ x86-64

PartSeg-0.11.5-cp37-cp37m-win_amd64.whl (916.5 kB view details)

Uploaded CPython 3.7m Windows x86-64

PartSeg-0.11.5-cp37-cp37m-manylinux2014_x86_64.whl (4.9 MB view details)

Uploaded CPython 3.7m

PartSeg-0.11.5-cp37-cp37m-manylinux2010_x86_64.whl (4.4 MB view details)

Uploaded CPython 3.7m manylinux: glibc 2.12+ x86-64

PartSeg-0.11.5-cp37-cp37m-manylinux1_x86_64.whl (4.4 MB view details)

Uploaded CPython 3.7m

PartSeg-0.11.5-cp37-cp37m-macosx_10_14_x86_64.whl (1.1 MB view details)

Uploaded CPython 3.7m macOS 10.14+ x86-64

PartSeg-0.11.5-cp37-cp37m-macosx_10_9_x86_64.whl (1.1 MB view details)

Uploaded CPython 3.7m macOS 10.9+ x86-64

PartSeg-0.11.5-cp36-cp36m-win_amd64.whl (916.3 kB view details)

Uploaded CPython 3.6m Windows x86-64

PartSeg-0.11.5-cp36-cp36m-manylinux2014_x86_64.whl (4.9 MB view details)

Uploaded CPython 3.6m

PartSeg-0.11.5-cp36-cp36m-manylinux2010_x86_64.whl (4.4 MB view details)

Uploaded CPython 3.6m manylinux: glibc 2.12+ x86-64

PartSeg-0.11.5-cp36-cp36m-manylinux1_x86_64.whl (4.4 MB view details)

Uploaded CPython 3.6m

PartSeg-0.11.5-cp36-cp36m-macosx_10_14_x86_64.whl (1.1 MB view details)

Uploaded CPython 3.6m macOS 10.14+ x86-64

PartSeg-0.11.5-cp36-cp36m-macosx_10_9_x86_64.whl (1.1 MB view details)

Uploaded CPython 3.6m macOS 10.9+ x86-64

File details

Details for the file PartSeg-0.11.5.tar.gz.

File metadata

  • Download URL: PartSeg-0.11.5.tar.gz
  • Upload date:
  • Size: 304.4 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.1.1 pkginfo/1.4.2 requests/2.22.0 setuptools/45.2.0 requests-toolbelt/0.8.0 tqdm/4.30.0 CPython/3.8.2

File hashes

Hashes for PartSeg-0.11.5.tar.gz
Algorithm Hash digest
SHA256 8be05e30a8a29307b559ecff7a397add517d0cf1b53ea21660c5d164103b9bff
MD5 3c5ae7c0919cfdee3b2e9a7899bd5287
BLAKE2b-256 82031915f565cc102fc3d883589c5e2de676409e784b7152c244387882f41257

See more details on using hashes here.

File details

Details for the file PartSeg-0.11.5-cp38-cp38-win_amd64.whl.

File metadata

  • Download URL: PartSeg-0.11.5-cp38-cp38-win_amd64.whl
  • Upload date:
  • Size: 936.7 kB
  • Tags: CPython 3.8, Windows x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.1.1 pkginfo/1.4.2 requests/2.22.0 setuptools/45.2.0 requests-toolbelt/0.8.0 tqdm/4.30.0 CPython/3.8.2

File hashes

Hashes for PartSeg-0.11.5-cp38-cp38-win_amd64.whl
Algorithm Hash digest
SHA256 809e427e6610dbc49f67f5e7d63382cb02900726b55338255314a7968db3a930
MD5 4e104a5b3b068b56afb8392c2d5d39fb
BLAKE2b-256 2cfaf6579e8b1d970c5273d06d810fba922ff1a5f0069ca94c8af18bb0a5fcc0

See more details on using hashes here.

File details

Details for the file PartSeg-0.11.5-cp38-cp38-manylinux2014_x86_64.whl.

File metadata

  • Download URL: PartSeg-0.11.5-cp38-cp38-manylinux2014_x86_64.whl
  • Upload date:
  • Size: 5.3 MB
  • Tags: CPython 3.8
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.1.1 pkginfo/1.4.2 requests/2.22.0 setuptools/45.2.0 requests-toolbelt/0.8.0 tqdm/4.30.0 CPython/3.8.2

File hashes

Hashes for PartSeg-0.11.5-cp38-cp38-manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 2034697b6e6bd1f053f52de9b6473ffeec6255dc9a360ab86b9527df25366ce3
MD5 3f58504966dc3cd25ceae6001a5fec37
BLAKE2b-256 eacfe83ee97d82a6b6db02fa2713530b041610e53c88ec26b515ede4d47dbd61

See more details on using hashes here.

File details

Details for the file PartSeg-0.11.5-cp38-cp38-manylinux2010_x86_64.whl.

File metadata

  • Download URL: PartSeg-0.11.5-cp38-cp38-manylinux2010_x86_64.whl
  • Upload date:
  • Size: 4.8 MB
  • Tags: CPython 3.8, manylinux: glibc 2.12+ x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.1.1 pkginfo/1.4.2 requests/2.22.0 setuptools/45.2.0 requests-toolbelt/0.8.0 tqdm/4.30.0 CPython/3.8.2

File hashes

Hashes for PartSeg-0.11.5-cp38-cp38-manylinux2010_x86_64.whl
Algorithm Hash digest
SHA256 dd79c1979da3fe8d79fc44d8eb72a3e17220e1f9ab15ccb9ff51241c362ed730
MD5 6ad915a382bd64f4c5075b658c0925fe
BLAKE2b-256 dbd89c31775693cfa3837d1dc551ab44c4a44f05f06f794ee8fa4f8c5428afb4

See more details on using hashes here.

File details

Details for the file PartSeg-0.11.5-cp38-cp38-manylinux1_x86_64.whl.

File metadata

  • Download URL: PartSeg-0.11.5-cp38-cp38-manylinux1_x86_64.whl
  • Upload date:
  • Size: 4.8 MB
  • Tags: CPython 3.8
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.1.1 pkginfo/1.4.2 requests/2.22.0 setuptools/45.2.0 requests-toolbelt/0.8.0 tqdm/4.30.0 CPython/3.8.2

File hashes

Hashes for PartSeg-0.11.5-cp38-cp38-manylinux1_x86_64.whl
Algorithm Hash digest
SHA256 99a0046c2b10608bc7b2bc2c5bf26bc03f7915e7efff1c5f92877b921e27c142
MD5 f50e3c6432013273cb57bcf897b0dd2c
BLAKE2b-256 d89121bea2db10ad73f9a4be53970f715ab9840ca9c931f4bdd98295177e9b2d

See more details on using hashes here.

File details

Details for the file PartSeg-0.11.5-cp38-cp38-macosx_10_14_x86_64.whl.

File metadata

  • Download URL: PartSeg-0.11.5-cp38-cp38-macosx_10_14_x86_64.whl
  • Upload date:
  • Size: 1.1 MB
  • Tags: CPython 3.8, macOS 10.14+ x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.1.1 pkginfo/1.4.2 requests/2.22.0 setuptools/45.2.0 requests-toolbelt/0.8.0 tqdm/4.30.0 CPython/3.8.2

File hashes

Hashes for PartSeg-0.11.5-cp38-cp38-macosx_10_14_x86_64.whl
Algorithm Hash digest
SHA256 c1dfac8f86d8b7c7f977a156ebba02648463d5394c22c7b833675fdbf7b8cd04
MD5 4093eb48c5ecdbedd68e1e72eab3ebe9
BLAKE2b-256 30e7198f2ec91a48c445d7dcaf687776ebb3c202595a757acc42357cbc3cfeaa

See more details on using hashes here.

File details

Details for the file PartSeg-0.11.5-cp38-cp38-macosx_10_9_x86_64.whl.

File metadata

  • Download URL: PartSeg-0.11.5-cp38-cp38-macosx_10_9_x86_64.whl
  • Upload date:
  • Size: 1.1 MB
  • Tags: CPython 3.8, macOS 10.9+ x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.1.1 pkginfo/1.4.2 requests/2.22.0 setuptools/45.2.0 requests-toolbelt/0.8.0 tqdm/4.30.0 CPython/3.8.2

File hashes

Hashes for PartSeg-0.11.5-cp38-cp38-macosx_10_9_x86_64.whl
Algorithm Hash digest
SHA256 33b48e8a44dba371145b70ee3fc5350e4037f6ec2263cbf11cc38d5a414c8035
MD5 6063cbe56b4791667697a60403c078c6
BLAKE2b-256 fa5b2f27eba4d1b1e970ee902727cb289ff32b200640f31323fc9c2bbd4dbe05

See more details on using hashes here.

File details

Details for the file PartSeg-0.11.5-cp37-cp37m-win_amd64.whl.

File metadata

  • Download URL: PartSeg-0.11.5-cp37-cp37m-win_amd64.whl
  • Upload date:
  • Size: 916.5 kB
  • Tags: CPython 3.7m, Windows x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.1.1 pkginfo/1.4.2 requests/2.22.0 setuptools/45.2.0 requests-toolbelt/0.8.0 tqdm/4.30.0 CPython/3.8.2

File hashes

Hashes for PartSeg-0.11.5-cp37-cp37m-win_amd64.whl
Algorithm Hash digest
SHA256 d62b5678fc515951ac632903daf53b9bcb49b929a27cb4c9dc03f0386ba30779
MD5 e6966b7bd1a7ceaa51a1409f2b31072c
BLAKE2b-256 7e0beff8c25ff69c11d1e529d7a49a0722e923205f0abb7b858b5972951c1d9a

See more details on using hashes here.

File details

Details for the file PartSeg-0.11.5-cp37-cp37m-manylinux2014_x86_64.whl.

File metadata

  • Download URL: PartSeg-0.11.5-cp37-cp37m-manylinux2014_x86_64.whl
  • Upload date:
  • Size: 4.9 MB
  • Tags: CPython 3.7m
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.1.1 pkginfo/1.4.2 requests/2.22.0 setuptools/45.2.0 requests-toolbelt/0.8.0 tqdm/4.30.0 CPython/3.8.2

File hashes

Hashes for PartSeg-0.11.5-cp37-cp37m-manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 ffa803820ac37ef2ad1ad7c27440f61962ce12b8b7e3184fa54840c5bfb69d0c
MD5 b7002c589c94f88e126a5a7084fa0609
BLAKE2b-256 66e7b9bed582dc3d99613df94569bf87ba8a3edfa5e0fb9cac16f7770494c3b6

See more details on using hashes here.

File details

Details for the file PartSeg-0.11.5-cp37-cp37m-manylinux2010_x86_64.whl.

File metadata

  • Download URL: PartSeg-0.11.5-cp37-cp37m-manylinux2010_x86_64.whl
  • Upload date:
  • Size: 4.4 MB
  • Tags: CPython 3.7m, manylinux: glibc 2.12+ x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.1.1 pkginfo/1.4.2 requests/2.22.0 setuptools/45.2.0 requests-toolbelt/0.8.0 tqdm/4.30.0 CPython/3.8.2

File hashes

Hashes for PartSeg-0.11.5-cp37-cp37m-manylinux2010_x86_64.whl
Algorithm Hash digest
SHA256 9fbc6ba08b453fe0bff220d9a2db21e1901597f666894943a85a8da2b256c2e9
MD5 415da01672e830c9908e247610224dc4
BLAKE2b-256 e1864a6557389440f4f132edf870a2f736a60102af2a6da4f0f90521c7783e6f

See more details on using hashes here.

File details

Details for the file PartSeg-0.11.5-cp37-cp37m-manylinux1_x86_64.whl.

File metadata

  • Download URL: PartSeg-0.11.5-cp37-cp37m-manylinux1_x86_64.whl
  • Upload date:
  • Size: 4.4 MB
  • Tags: CPython 3.7m
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.1.1 pkginfo/1.4.2 requests/2.22.0 setuptools/45.2.0 requests-toolbelt/0.8.0 tqdm/4.30.0 CPython/3.8.2

File hashes

Hashes for PartSeg-0.11.5-cp37-cp37m-manylinux1_x86_64.whl
Algorithm Hash digest
SHA256 066484b6f6efd73ff01d4d12537f2e223d34aaaa1cac20a9fdeb35e796a0b354
MD5 7a31554ac8ae88348fb0006ebc0cc571
BLAKE2b-256 1bf44016e3f869e6b75d44a918d6b563eb11015e8ecb8ebe7e31775a391e80e5

See more details on using hashes here.

File details

Details for the file PartSeg-0.11.5-cp37-cp37m-macosx_10_14_x86_64.whl.

File metadata

  • Download URL: PartSeg-0.11.5-cp37-cp37m-macosx_10_14_x86_64.whl
  • Upload date:
  • Size: 1.1 MB
  • Tags: CPython 3.7m, macOS 10.14+ x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.1.1 pkginfo/1.4.2 requests/2.22.0 setuptools/45.2.0 requests-toolbelt/0.8.0 tqdm/4.30.0 CPython/3.8.2

File hashes

Hashes for PartSeg-0.11.5-cp37-cp37m-macosx_10_14_x86_64.whl
Algorithm Hash digest
SHA256 4599140acb25da40ce185489c1b2db4f2e53769a1133ee718edc50bcdeeb467e
MD5 3cf0312f6cb8f4b6d64ef65859a35007
BLAKE2b-256 8aee978c635d1c5aa83ff27b68228d4367a3d7c840060ec858bb69e653911e1a

See more details on using hashes here.

File details

Details for the file PartSeg-0.11.5-cp37-cp37m-macosx_10_9_x86_64.whl.

File metadata

  • Download URL: PartSeg-0.11.5-cp37-cp37m-macosx_10_9_x86_64.whl
  • Upload date:
  • Size: 1.1 MB
  • Tags: CPython 3.7m, macOS 10.9+ x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.1.1 pkginfo/1.4.2 requests/2.22.0 setuptools/45.2.0 requests-toolbelt/0.8.0 tqdm/4.30.0 CPython/3.8.2

File hashes

Hashes for PartSeg-0.11.5-cp37-cp37m-macosx_10_9_x86_64.whl
Algorithm Hash digest
SHA256 e8674a1fdf4076d6487e047113604bd33081230ed6abf813503f34edf3ec91e9
MD5 5f61de83e2293b7d6f2999b8975d2cd8
BLAKE2b-256 e4f35bc2b94febfc51cec7818eec015e65e1350f51d78dc1bd6bb5abece21946

See more details on using hashes here.

File details

Details for the file PartSeg-0.11.5-cp36-cp36m-win_amd64.whl.

File metadata

  • Download URL: PartSeg-0.11.5-cp36-cp36m-win_amd64.whl
  • Upload date:
  • Size: 916.3 kB
  • Tags: CPython 3.6m, Windows x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.1.1 pkginfo/1.4.2 requests/2.22.0 setuptools/45.2.0 requests-toolbelt/0.8.0 tqdm/4.30.0 CPython/3.8.2

File hashes

Hashes for PartSeg-0.11.5-cp36-cp36m-win_amd64.whl
Algorithm Hash digest
SHA256 0321662c128ecc4ad50653b94f201e5e6815e3a11fb515362b4d277866c20331
MD5 da859ab9da624b04577a53716cfeb3c7
BLAKE2b-256 76a6d41538c38c414a3fa6aab612c01f580bceb12a824b55827840552fe523cc

See more details on using hashes here.

File details

Details for the file PartSeg-0.11.5-cp36-cp36m-manylinux2014_x86_64.whl.

File metadata

  • Download URL: PartSeg-0.11.5-cp36-cp36m-manylinux2014_x86_64.whl
  • Upload date:
  • Size: 4.9 MB
  • Tags: CPython 3.6m
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.1.1 pkginfo/1.4.2 requests/2.22.0 setuptools/45.2.0 requests-toolbelt/0.8.0 tqdm/4.30.0 CPython/3.8.2

File hashes

Hashes for PartSeg-0.11.5-cp36-cp36m-manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 eddd4126fd75c891f4cdb6cff34e65868a27e6d358154f00097a25770e1f5c9c
MD5 5b9b18ee3ea3c0124b27ff2d1631f312
BLAKE2b-256 eae4fcbde73f3e01c1f54af80466eb0b3210152f60bb6e1a8d60019065626d34

See more details on using hashes here.

File details

Details for the file PartSeg-0.11.5-cp36-cp36m-manylinux2010_x86_64.whl.

File metadata

  • Download URL: PartSeg-0.11.5-cp36-cp36m-manylinux2010_x86_64.whl
  • Upload date:
  • Size: 4.4 MB
  • Tags: CPython 3.6m, manylinux: glibc 2.12+ x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.1.1 pkginfo/1.4.2 requests/2.22.0 setuptools/45.2.0 requests-toolbelt/0.8.0 tqdm/4.30.0 CPython/3.8.2

File hashes

Hashes for PartSeg-0.11.5-cp36-cp36m-manylinux2010_x86_64.whl
Algorithm Hash digest
SHA256 884e4efe55f37e5f2810926428183905c9726ad6c943d0f14ccacd9e6fd0ea24
MD5 44c86852403c8717b1c95379d2c83f41
BLAKE2b-256 1739672787904208f9e34f95fb1c60963630f5d446f94ddf110f5be486ce9453

See more details on using hashes here.

File details

Details for the file PartSeg-0.11.5-cp36-cp36m-manylinux1_x86_64.whl.

File metadata

  • Download URL: PartSeg-0.11.5-cp36-cp36m-manylinux1_x86_64.whl
  • Upload date:
  • Size: 4.4 MB
  • Tags: CPython 3.6m
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.1.1 pkginfo/1.4.2 requests/2.22.0 setuptools/45.2.0 requests-toolbelt/0.8.0 tqdm/4.30.0 CPython/3.8.2

File hashes

Hashes for PartSeg-0.11.5-cp36-cp36m-manylinux1_x86_64.whl
Algorithm Hash digest
SHA256 94b65217abecfa9550400d5c853e8aaaff31118b58d9888e429a4b3724a56359
MD5 fe15fa31990f064dea62cfe982246cab
BLAKE2b-256 ffc8fdd819e25f312a7f540b4a755d1621af77716be40059836138941653f3da

See more details on using hashes here.

File details

Details for the file PartSeg-0.11.5-cp36-cp36m-macosx_10_14_x86_64.whl.

File metadata

  • Download URL: PartSeg-0.11.5-cp36-cp36m-macosx_10_14_x86_64.whl
  • Upload date:
  • Size: 1.1 MB
  • Tags: CPython 3.6m, macOS 10.14+ x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.1.1 pkginfo/1.4.2 requests/2.22.0 setuptools/45.2.0 requests-toolbelt/0.8.0 tqdm/4.30.0 CPython/3.8.2

File hashes

Hashes for PartSeg-0.11.5-cp36-cp36m-macosx_10_14_x86_64.whl
Algorithm Hash digest
SHA256 6e40b6ac6d86efafc1624f66de0fa8d73a063c177af0778196e82eb834f8e3b5
MD5 207f71337687a0b21a678fcc049fbd83
BLAKE2b-256 8d29308c4582106cd3504f5c9bde88c6283c0d83a48ee85105eed3bceeffc6da

See more details on using hashes here.

File details

Details for the file PartSeg-0.11.5-cp36-cp36m-macosx_10_9_x86_64.whl.

File metadata

  • Download URL: PartSeg-0.11.5-cp36-cp36m-macosx_10_9_x86_64.whl
  • Upload date:
  • Size: 1.1 MB
  • Tags: CPython 3.6m, macOS 10.9+ x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.1.1 pkginfo/1.4.2 requests/2.22.0 setuptools/45.2.0 requests-toolbelt/0.8.0 tqdm/4.30.0 CPython/3.8.2

File hashes

Hashes for PartSeg-0.11.5-cp36-cp36m-macosx_10_9_x86_64.whl
Algorithm Hash digest
SHA256 8bdce2ab8379eb81a2c8c756bb9e2527708ade7648a1423cc0d76b32d8cf8c4e
MD5 0cf50d16705340c10b5c6fa33f1184af
BLAKE2b-256 cb74291065be77705a8455bc447f0e1a4071967e3ddfb69e2d60303fae4855fa

See more details on using hashes here.

Supported by

AWS AWS Cloud computing and Security Sponsor Datadog Datadog Monitoring Fastly Fastly CDN Google Google Download Analytics Microsoft Microsoft PSF Sponsor Pingdom Pingdom Monitoring Sentry Sentry Error logging StatusPage StatusPage Status page