Skip to main content

Toolkit for interfacing with CryoSPARC

Project description

cryosparc-tools

PyPI Python package

Toolkit for interfacing with CryoSPARC. Read the documentation at tools.cryosparc.com

Getting Help and Reporting Bugs

For usage questions and general discussion about cryosparc-tools scripts and functions, please post to the CryoSPARC discussion forum under the Scripting category.

If you would like to request or propose a feature, change or fix for cryosparc-tools source code, please either report an issue or submit a pull request.

See CONTRIBUTING.md for full details.

Development

Prerequisites

  • Git and Git LFS
  • Python >= 3.8
  • C compiler such as GCC or Clang

Set Up

  1. Clone this repository
    git clone --recursive https://github.com/cryoem-uoft/cryosparc-tools.git
    cd cryosparc-tools
    git lfs pull
    
  2. (Optional) Create and activate a virtual environment
    python3 -m venv .venv
    source .venv/bin/activate  # macOS / Linux
    # OR
    .venv\Scripts\activate.bat  # Windows
    
  3. Install dev dependencies and build native modules
    pip install -U pip wheel
    pip install -e ".[dev]"
    
  4. Install pre-commit hooks
    pre-commit install
    

Re-compile native module

Recompile native modules after making changes to C code:

python -m setup build_ext -i

Build Packages for Publishing

Install build dependencies

pip install -e ".[build]"

Run the build

python -m build

Packages for the current architecture and python version are added to the dist/ directory.

Build Documentation

Documentation is located in the docs directory and is powered by Jupyter Book.

To build the docs, install build dependencies

pip install -e ".[build]"

Then run Jupyter Book

jupyter-book build docs

Site will be be built into the docs/_build/html directory.

Note: Jupyter Book is not configured to re-run example notebooks upon build since the notebooks require an active CryoSPARC instance to run.

See the Run Example Notebooks section for instructions on how to run the notebooks.

Inline source documentation is compiled to HTML via Sphinx and uses Google Style Python docstrings.

Run Example Notebooks

The Jupyter notebooks in the example documentation require additional dependencies to execute, including the following system configuration:

  • Nvidia GPU and driver
  • Miniconda or Miniforge installed
  • CryoSPARC running at localhost:40000 or cryoem0:40000 (can alias cryoem0 to localhost)

Clean previous build artefacts:

rm -rf cryosparc/*.so build dist *.egg-info

Install dependencies into a new conda environment:

conda create -n cryosparc-tools-example -c conda-forge python=3 numpy=1.18.5 \
    pyqt=5 libtiff wxPython=4.1.1 adwaita-icon-theme 'setuptools<66'  # exclude these dependencies if you don't need cryolo
conda activate cryosparc-tools-example
pip install cryosparc-tools matplotlib~=3.4.0 pandas~=1.1.0 notebook
pip install 'cryolo[c11]' --extra-index-url https://pypi.ngc.nvidia.com   # optional, only if you want to use cryolo

Before you run the notebook server, you may need to set the LD_LIBRARY_PATH variable to include the location of CUDA Toolkit and cuDNN runtime libraries. e.g.,

export LD_LIBRARY_PATH="$HOME/miniconda3/envs/tools/lib/python3.8/site-packages/nvidia/*/lib"

Run the notebook server

jupyter notebook

Find examples in docs/examples directory

License

cryosparc-tools is licensed under the BSD-3-Clause license.

Project details


Download files

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

Source Distribution

cryosparc_tools-5.0.3.tar.gz (396.9 kB view details)

Uploaded Source

Built Distributions

If you're not sure about the file name format, learn more about wheel file names.

cryosparc_tools-5.0.3-cp314-cp314t-win_arm64.whl (537.3 kB view details)

Uploaded CPython 3.14tWindows ARM64

cryosparc_tools-5.0.3-cp314-cp314t-win_amd64.whl (566.9 kB view details)

Uploaded CPython 3.14tWindows x86-64

cryosparc_tools-5.0.3-cp314-cp314t-win32.whl (546.0 kB view details)

Uploaded CPython 3.14tWindows x86

cryosparc_tools-5.0.3-cp314-cp314t-musllinux_1_2_x86_64.whl (1.4 MB view details)

Uploaded CPython 3.14tmusllinux: musl 1.2+ x86-64

cryosparc_tools-5.0.3-cp314-cp314t-musllinux_1_2_aarch64.whl (1.4 MB view details)

Uploaded CPython 3.14tmusllinux: musl 1.2+ ARM64

cryosparc_tools-5.0.3-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl (1.4 MB view details)

Uploaded CPython 3.14tmanylinux: glibc 2.17+ x86-64manylinux: glibc 2.28+ x86-64

cryosparc_tools-5.0.3-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl (1.4 MB view details)

Uploaded CPython 3.14tmanylinux: glibc 2.17+ ARM64manylinux: glibc 2.28+ ARM64

cryosparc_tools-5.0.3-cp314-cp314t-macosx_11_0_arm64.whl (599.7 kB view details)

Uploaded CPython 3.14tmacOS 11.0+ ARM64

cryosparc_tools-5.0.3-cp314-cp314t-macosx_10_15_x86_64.whl (602.5 kB view details)

Uploaded CPython 3.14tmacOS 10.15+ x86-64

cryosparc_tools-5.0.3-cp314-cp314t-macosx_10_15_universal2.whl (760.9 kB view details)

Uploaded CPython 3.14tmacOS 10.15+ universal2 (ARM64, x86-64)

cryosparc_tools-5.0.3-cp314-cp314-win_arm64.whl (531.5 kB view details)

Uploaded CPython 3.14Windows ARM64

cryosparc_tools-5.0.3-cp314-cp314-win_amd64.whl (548.5 kB view details)

Uploaded CPython 3.14Windows x86-64

cryosparc_tools-5.0.3-cp314-cp314-win32.whl (532.1 kB view details)

Uploaded CPython 3.14Windows x86

cryosparc_tools-5.0.3-cp314-cp314-musllinux_1_2_x86_64.whl (1.4 MB view details)

Uploaded CPython 3.14musllinux: musl 1.2+ x86-64

cryosparc_tools-5.0.3-cp314-cp314-musllinux_1_2_aarch64.whl (1.4 MB view details)

Uploaded CPython 3.14musllinux: musl 1.2+ ARM64

cryosparc_tools-5.0.3-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl (1.4 MB view details)

Uploaded CPython 3.14manylinux: glibc 2.17+ x86-64manylinux: glibc 2.28+ x86-64

cryosparc_tools-5.0.3-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl (1.4 MB view details)

Uploaded CPython 3.14manylinux: glibc 2.17+ ARM64manylinux: glibc 2.28+ ARM64

cryosparc_tools-5.0.3-cp314-cp314-macosx_11_0_arm64.whl (592.9 kB view details)

Uploaded CPython 3.14macOS 11.0+ ARM64

cryosparc_tools-5.0.3-cp314-cp314-macosx_10_15_x86_64.whl (597.8 kB view details)

Uploaded CPython 3.14macOS 10.15+ x86-64

cryosparc_tools-5.0.3-cp314-cp314-macosx_10_15_universal2.whl (749.7 kB view details)

Uploaded CPython 3.14macOS 10.15+ universal2 (ARM64, x86-64)

cryosparc_tools-5.0.3-cp313-cp313-win_arm64.whl (525.9 kB view details)

Uploaded CPython 3.13Windows ARM64

cryosparc_tools-5.0.3-cp313-cp313-win_amd64.whl (543.4 kB view details)

Uploaded CPython 3.13Windows x86-64

cryosparc_tools-5.0.3-cp313-cp313-win32.whl (527.5 kB view details)

Uploaded CPython 3.13Windows x86

cryosparc_tools-5.0.3-cp313-cp313-musllinux_1_2_x86_64.whl (1.4 MB view details)

Uploaded CPython 3.13musllinux: musl 1.2+ x86-64

cryosparc_tools-5.0.3-cp313-cp313-musllinux_1_2_aarch64.whl (1.4 MB view details)

Uploaded CPython 3.13musllinux: musl 1.2+ ARM64

cryosparc_tools-5.0.3-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl (1.5 MB view details)

Uploaded CPython 3.13manylinux: glibc 2.17+ x86-64manylinux: glibc 2.28+ x86-64

cryosparc_tools-5.0.3-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl (1.4 MB view details)

Uploaded CPython 3.13manylinux: glibc 2.17+ ARM64manylinux: glibc 2.28+ ARM64

cryosparc_tools-5.0.3-cp313-cp313-macosx_11_0_arm64.whl (587.3 kB view details)

Uploaded CPython 3.13macOS 11.0+ ARM64

cryosparc_tools-5.0.3-cp313-cp313-macosx_10_13_x86_64.whl (592.9 kB view details)

Uploaded CPython 3.13macOS 10.13+ x86-64

cryosparc_tools-5.0.3-cp313-cp313-macosx_10_13_universal2.whl (743.7 kB view details)

Uploaded CPython 3.13macOS 10.13+ universal2 (ARM64, x86-64)

cryosparc_tools-5.0.3-cp312-cp312-win_arm64.whl (525.9 kB view details)

Uploaded CPython 3.12Windows ARM64

cryosparc_tools-5.0.3-cp312-cp312-win_amd64.whl (543.7 kB view details)

Uploaded CPython 3.12Windows x86-64

cryosparc_tools-5.0.3-cp312-cp312-win32.whl (527.5 kB view details)

Uploaded CPython 3.12Windows x86

cryosparc_tools-5.0.3-cp312-cp312-musllinux_1_2_x86_64.whl (1.4 MB view details)

Uploaded CPython 3.12musllinux: musl 1.2+ x86-64

cryosparc_tools-5.0.3-cp312-cp312-musllinux_1_2_aarch64.whl (1.4 MB view details)

Uploaded CPython 3.12musllinux: musl 1.2+ ARM64

cryosparc_tools-5.0.3-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl (1.5 MB view details)

Uploaded CPython 3.12manylinux: glibc 2.17+ x86-64manylinux: glibc 2.28+ x86-64

cryosparc_tools-5.0.3-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl (1.4 MB view details)

Uploaded CPython 3.12manylinux: glibc 2.17+ ARM64manylinux: glibc 2.28+ ARM64

cryosparc_tools-5.0.3-cp312-cp312-macosx_11_0_arm64.whl (588.2 kB view details)

Uploaded CPython 3.12macOS 11.0+ ARM64

cryosparc_tools-5.0.3-cp312-cp312-macosx_10_13_x86_64.whl (593.7 kB view details)

Uploaded CPython 3.12macOS 10.13+ x86-64

cryosparc_tools-5.0.3-cp312-cp312-macosx_10_13_universal2.whl (745.1 kB view details)

Uploaded CPython 3.12macOS 10.13+ universal2 (ARM64, x86-64)

cryosparc_tools-5.0.3-cp311-cp311-win_arm64.whl (526.0 kB view details)

Uploaded CPython 3.11Windows ARM64

cryosparc_tools-5.0.3-cp311-cp311-win_amd64.whl (542.0 kB view details)

Uploaded CPython 3.11Windows x86-64

cryosparc_tools-5.0.3-cp311-cp311-win32.whl (526.3 kB view details)

Uploaded CPython 3.11Windows x86

cryosparc_tools-5.0.3-cp311-cp311-musllinux_1_2_x86_64.whl (1.5 MB view details)

Uploaded CPython 3.11musllinux: musl 1.2+ x86-64

cryosparc_tools-5.0.3-cp311-cp311-musllinux_1_2_aarch64.whl (1.4 MB view details)

Uploaded CPython 3.11musllinux: musl 1.2+ ARM64

cryosparc_tools-5.0.3-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl (1.5 MB view details)

Uploaded CPython 3.11manylinux: glibc 2.17+ x86-64manylinux: glibc 2.28+ x86-64

cryosparc_tools-5.0.3-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl (1.4 MB view details)

Uploaded CPython 3.11manylinux: glibc 2.17+ ARM64manylinux: glibc 2.28+ ARM64

cryosparc_tools-5.0.3-cp311-cp311-macosx_11_0_arm64.whl (587.5 kB view details)

Uploaded CPython 3.11macOS 11.0+ ARM64

cryosparc_tools-5.0.3-cp311-cp311-macosx_10_9_x86_64.whl (591.8 kB view details)

Uploaded CPython 3.11macOS 10.9+ x86-64

cryosparc_tools-5.0.3-cp311-cp311-macosx_10_9_universal2.whl (743.0 kB view details)

Uploaded CPython 3.11macOS 10.9+ universal2 (ARM64, x86-64)

cryosparc_tools-5.0.3-cp310-cp310-win_arm64.whl (525.8 kB view details)

Uploaded CPython 3.10Windows ARM64

cryosparc_tools-5.0.3-cp310-cp310-win_amd64.whl (541.7 kB view details)

Uploaded CPython 3.10Windows x86-64

cryosparc_tools-5.0.3-cp310-cp310-win32.whl (526.4 kB view details)

Uploaded CPython 3.10Windows x86

cryosparc_tools-5.0.3-cp310-cp310-musllinux_1_2_x86_64.whl (1.4 MB view details)

Uploaded CPython 3.10musllinux: musl 1.2+ x86-64

cryosparc_tools-5.0.3-cp310-cp310-musllinux_1_2_aarch64.whl (1.4 MB view details)

Uploaded CPython 3.10musllinux: musl 1.2+ ARM64

cryosparc_tools-5.0.3-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl (1.4 MB view details)

Uploaded CPython 3.10manylinux: glibc 2.17+ x86-64manylinux: glibc 2.28+ x86-64

cryosparc_tools-5.0.3-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl (1.4 MB view details)

Uploaded CPython 3.10manylinux: glibc 2.17+ ARM64manylinux: glibc 2.28+ ARM64

cryosparc_tools-5.0.3-cp310-cp310-macosx_11_0_arm64.whl (587.5 kB view details)

Uploaded CPython 3.10macOS 11.0+ ARM64

cryosparc_tools-5.0.3-cp310-cp310-macosx_10_9_x86_64.whl (591.5 kB view details)

Uploaded CPython 3.10macOS 10.9+ x86-64

cryosparc_tools-5.0.3-cp310-cp310-macosx_10_9_universal2.whl (742.7 kB view details)

Uploaded CPython 3.10macOS 10.9+ universal2 (ARM64, x86-64)

cryosparc_tools-5.0.3-cp39-cp39-win_arm64.whl (526.1 kB view details)

Uploaded CPython 3.9Windows ARM64

cryosparc_tools-5.0.3-cp39-cp39-win_amd64.whl (542.0 kB view details)

Uploaded CPython 3.9Windows x86-64

cryosparc_tools-5.0.3-cp39-cp39-win32.whl (526.5 kB view details)

Uploaded CPython 3.9Windows x86

cryosparc_tools-5.0.3-cp39-cp39-musllinux_1_2_x86_64.whl (1.4 MB view details)

Uploaded CPython 3.9musllinux: musl 1.2+ x86-64

cryosparc_tools-5.0.3-cp39-cp39-musllinux_1_2_aarch64.whl (1.4 MB view details)

Uploaded CPython 3.9musllinux: musl 1.2+ ARM64

cryosparc_tools-5.0.3-cp39-cp39-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl (1.4 MB view details)

Uploaded CPython 3.9manylinux: glibc 2.17+ x86-64manylinux: glibc 2.28+ x86-64

cryosparc_tools-5.0.3-cp39-cp39-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl (1.4 MB view details)

Uploaded CPython 3.9manylinux: glibc 2.17+ ARM64manylinux: glibc 2.28+ ARM64

cryosparc_tools-5.0.3-cp39-cp39-macosx_11_0_arm64.whl (588.0 kB view details)

Uploaded CPython 3.9macOS 11.0+ ARM64

cryosparc_tools-5.0.3-cp39-cp39-macosx_10_9_x86_64.whl (592.0 kB view details)

Uploaded CPython 3.9macOS 10.9+ x86-64

cryosparc_tools-5.0.3-cp39-cp39-macosx_10_9_universal2.whl (743.6 kB view details)

Uploaded CPython 3.9macOS 10.9+ universal2 (ARM64, x86-64)

cryosparc_tools-5.0.3-cp38-cp38-win_amd64.whl (542.8 kB view details)

Uploaded CPython 3.8Windows x86-64

cryosparc_tools-5.0.3-cp38-cp38-win32.whl (527.4 kB view details)

Uploaded CPython 3.8Windows x86

cryosparc_tools-5.0.3-cp38-cp38-musllinux_1_2_x86_64.whl (1.4 MB view details)

Uploaded CPython 3.8musllinux: musl 1.2+ x86-64

cryosparc_tools-5.0.3-cp38-cp38-musllinux_1_2_aarch64.whl (1.4 MB view details)

Uploaded CPython 3.8musllinux: musl 1.2+ ARM64

cryosparc_tools-5.0.3-cp38-cp38-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl (1.4 MB view details)

Uploaded CPython 3.8manylinux: glibc 2.17+ x86-64manylinux: glibc 2.28+ x86-64

cryosparc_tools-5.0.3-cp38-cp38-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl (1.4 MB view details)

Uploaded CPython 3.8manylinux: glibc 2.17+ ARM64manylinux: glibc 2.28+ ARM64

cryosparc_tools-5.0.3-cp38-cp38-macosx_11_0_arm64.whl (591.2 kB view details)

Uploaded CPython 3.8macOS 11.0+ ARM64

cryosparc_tools-5.0.3-cp38-cp38-macosx_10_9_x86_64.whl (594.3 kB view details)

Uploaded CPython 3.8macOS 10.9+ x86-64

cryosparc_tools-5.0.3-cp38-cp38-macosx_10_9_universal2.whl (748.7 kB view details)

Uploaded CPython 3.8macOS 10.9+ universal2 (ARM64, x86-64)

File details

Details for the file cryosparc_tools-5.0.3.tar.gz.

File metadata

  • Download URL: cryosparc_tools-5.0.3.tar.gz
  • Upload date:
  • Size: 396.9 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/6.2.0 CPython/3.10.20

File hashes

Hashes for cryosparc_tools-5.0.3.tar.gz
Algorithm Hash digest
SHA256 9ba4b7752ef0418c0679093fcf9de94c9e79525ca00e3ff17c434887df5459f1
MD5 729b56345f81a945a376c43eafc16a57
BLAKE2b-256 c33b8a72e3a316578186f930c7e30f7c47b28038ed21366a926cb870310b1d81

See more details on using hashes here.

File details

Details for the file cryosparc_tools-5.0.3-cp314-cp314t-win_arm64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-5.0.3-cp314-cp314t-win_arm64.whl
Algorithm Hash digest
SHA256 fe5ada6a92b5f9f93ec72b2229189c9bb1b4b3cc2c43db2a8c7cd5f379c4d38c
MD5 354f0c36a2dd985d1abff12970e2a116
BLAKE2b-256 13c01595ce280ec4defa99ce4e728c71339d7b468e86e39a02d5c2b7b763ca47

See more details on using hashes here.

File details

Details for the file cryosparc_tools-5.0.3-cp314-cp314t-win_amd64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-5.0.3-cp314-cp314t-win_amd64.whl
Algorithm Hash digest
SHA256 ccac36cdb17a480972e95f2417988b4a9808a2e34ce7326dd763565ead0eb764
MD5 5804d1ce710cc1d63a7f237522aedd46
BLAKE2b-256 6266d357001c8681275c77d77c0df6acf14c1737c8efbf181428323756a31ad4

See more details on using hashes here.

File details

Details for the file cryosparc_tools-5.0.3-cp314-cp314t-win32.whl.

File metadata

File hashes

Hashes for cryosparc_tools-5.0.3-cp314-cp314t-win32.whl
Algorithm Hash digest
SHA256 f5f3b29e0d97b015d5fa85bebb886a7941ced9abf94dae34cc89aedfda91089a
MD5 efefabf4e6c61af859befac163a3b316
BLAKE2b-256 c7b9b3ae16104060d040eb2a1f5f338c040efea11f577d14eabbe1dd0e203216

See more details on using hashes here.

File details

Details for the file cryosparc_tools-5.0.3-cp314-cp314t-musllinux_1_2_x86_64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-5.0.3-cp314-cp314t-musllinux_1_2_x86_64.whl
Algorithm Hash digest
SHA256 be1ed057fd0d06e127ebd9c942327934746434575bddcd504b36b04885acee81
MD5 2f4c0e2d6c0cbe5dbede8a9d05cfc3f7
BLAKE2b-256 f92e12317a3f589a9fab71d9aead5f3c82c8f5114f2a7b6b4a44f776d5642f10

See more details on using hashes here.

File details

Details for the file cryosparc_tools-5.0.3-cp314-cp314t-musllinux_1_2_aarch64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-5.0.3-cp314-cp314t-musllinux_1_2_aarch64.whl
Algorithm Hash digest
SHA256 02a48c137d326ad61254dd79ae5023a5b5b48db9d43344907ea1fb065a224d6e
MD5 5999b7a205c68df606cb4bb68b8140af
BLAKE2b-256 1fcfcd12f4057fd050329460a4a30f9ab47e8abf6d3681af10f7f936dc4d4990

See more details on using hashes here.

File details

Details for the file cryosparc_tools-5.0.3-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-5.0.3-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
Algorithm Hash digest
SHA256 4f0ab970436fd4b7bcbac4bd03ec2b884b0875c630289c3f4851199deda99e1d
MD5 930fbb4d3dc527e1667258b41b51cf4c
BLAKE2b-256 ee603039527ffaeb53faf35623d5d64d6c8d198719928f47bb81733309de85fa

See more details on using hashes here.

File details

Details for the file cryosparc_tools-5.0.3-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-5.0.3-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl
Algorithm Hash digest
SHA256 b195ac5644f95822b749f6bd47257cb31bcb12c01a639932b0269771ae944565
MD5 30bc0ba5cfcb2d9aebe5dc7b2763f327
BLAKE2b-256 d56dc50701f6b1741cab814009256acf011a0f939d42e6618140f3551c6cc88d

See more details on using hashes here.

File details

Details for the file cryosparc_tools-5.0.3-cp314-cp314t-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-5.0.3-cp314-cp314t-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 9d8f54e78f98d8bc32d6447bae0dcc48b05bcf0394ebb57d248597a4925d9017
MD5 d70f1c5ac6b8e7667af9312d0f5eb99a
BLAKE2b-256 bb373d0ed7a64e9ae72f538d42982fa3b1caa0f3a8cde596b8c0ea07c7ef72ad

See more details on using hashes here.

File details

Details for the file cryosparc_tools-5.0.3-cp314-cp314t-macosx_10_15_x86_64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-5.0.3-cp314-cp314t-macosx_10_15_x86_64.whl
Algorithm Hash digest
SHA256 5ae8912813f7a48c314776db4a8a5de2267b8b6cc8dd65d4e6a6a19955b94679
MD5 015e0a4fd259ab87a13123338b7385db
BLAKE2b-256 009a6f0d796f5fc0efe0b4303ea117ad92941a62ff95f0ecd027071bfe0e28c1

See more details on using hashes here.

File details

Details for the file cryosparc_tools-5.0.3-cp314-cp314t-macosx_10_15_universal2.whl.

File metadata

File hashes

Hashes for cryosparc_tools-5.0.3-cp314-cp314t-macosx_10_15_universal2.whl
Algorithm Hash digest
SHA256 9ed585b95599a1b0e2cb9371d8367fbba28d58a00f9f68ec8f19badf3a2374ed
MD5 e40b9a823112a9dea9579ac4aafa9d71
BLAKE2b-256 2ea569d79a0b59046caa741cabe9358c290fc91bb087ee4174ec86bdc4a97a42

See more details on using hashes here.

File details

Details for the file cryosparc_tools-5.0.3-cp314-cp314-win_arm64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-5.0.3-cp314-cp314-win_arm64.whl
Algorithm Hash digest
SHA256 b335ee3ddc271b00627352c00654dc5403fd9a20f0e215f5e00cfb9ef2c810bf
MD5 73d9d2e4b98997aebe64c9ace44c8424
BLAKE2b-256 87d5b63f0651417873fda965ebd2f63f3c8d5fafd4d26a015e81ed2a105daf9a

See more details on using hashes here.

File details

Details for the file cryosparc_tools-5.0.3-cp314-cp314-win_amd64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-5.0.3-cp314-cp314-win_amd64.whl
Algorithm Hash digest
SHA256 ed633ac7c13241a9ce6d9151cc73d763740ce03a02e16f7b4cc9e15c23ddd23b
MD5 0f0d34bf57c2bbc0caf3ad485b2c40b5
BLAKE2b-256 1c7cad5bb18cec1a045f4d4afc52f57b28c086ab38465d0982bb05772ce3a586

See more details on using hashes here.

File details

Details for the file cryosparc_tools-5.0.3-cp314-cp314-win32.whl.

File metadata

File hashes

Hashes for cryosparc_tools-5.0.3-cp314-cp314-win32.whl
Algorithm Hash digest
SHA256 e0cd8d3705f159ffdc7c79750acd8f3389fef3d68a72388335d4973d62093da6
MD5 df1e5a1757e369025c229666b29e115d
BLAKE2b-256 14ce14ffe4a8e3834b3310fb8b4cfe7f5006f496517f12d38320bb2437cf82b7

See more details on using hashes here.

File details

Details for the file cryosparc_tools-5.0.3-cp314-cp314-musllinux_1_2_x86_64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-5.0.3-cp314-cp314-musllinux_1_2_x86_64.whl
Algorithm Hash digest
SHA256 11f41eeeb4dad8639d374713e18991037b68eaf210c41b3029a5e489fd19a74d
MD5 8dcb0cb0de700843509d331c8f92a812
BLAKE2b-256 976c156959d435606ba802b4058e2b7ae4bb16417ee03003eb921b1201b0b0d5

See more details on using hashes here.

File details

Details for the file cryosparc_tools-5.0.3-cp314-cp314-musllinux_1_2_aarch64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-5.0.3-cp314-cp314-musllinux_1_2_aarch64.whl
Algorithm Hash digest
SHA256 f75e7c307d375bfd29291a551f685fd707747270ad2b3041277abe51d119359d
MD5 b6ad784d30d82dd8479103a4951388dd
BLAKE2b-256 18fed53010a862e4cbf2824f9639729714157687ae4e0cb36b1d11b5f04fbbfa

See more details on using hashes here.

File details

Details for the file cryosparc_tools-5.0.3-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-5.0.3-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
Algorithm Hash digest
SHA256 2b480fbd560c583a393b17b78c31763902856c82c15d9ed295313e414b5abab2
MD5 60673e4754ce2eff6dd2f92204489b2f
BLAKE2b-256 9bd15bf669b87991e851cbb951154d545779b13b7ea4a475941b500b6b1e7d52

See more details on using hashes here.

File details

Details for the file cryosparc_tools-5.0.3-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-5.0.3-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl
Algorithm Hash digest
SHA256 8ba0dba8beae9bcfbfb94bd4d9e7f8072599f6162fff027ef10a81c176b5f701
MD5 7f1f5247b1ab6db88b44076b63f13728
BLAKE2b-256 fe096ecff47816e6b3d783dd397333afdc39f3cff621d0525eec9dc5363723fc

See more details on using hashes here.

File details

Details for the file cryosparc_tools-5.0.3-cp314-cp314-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-5.0.3-cp314-cp314-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 4b35b4e2e4179db77af47b82832e39ee09af1d7784668d6f372e543511d1acf5
MD5 03ae6949f446d77177c9a1ec4649ebca
BLAKE2b-256 6d8faf2ae715cf485b98d02d104aa35fa13d0624e2d00d1f2d17d60edd4786de

See more details on using hashes here.

File details

Details for the file cryosparc_tools-5.0.3-cp314-cp314-macosx_10_15_x86_64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-5.0.3-cp314-cp314-macosx_10_15_x86_64.whl
Algorithm Hash digest
SHA256 2287266a081f6e3641b42dc8682e78daa5846128b4d80aa2d4232de5bf8b525b
MD5 c1bdc75732e89d830d6bfa1718e43614
BLAKE2b-256 84b268972f7a2db1d542101abadcf0ea55c6096a1280a4bdc9f8bcbbdeb43313

See more details on using hashes here.

File details

Details for the file cryosparc_tools-5.0.3-cp314-cp314-macosx_10_15_universal2.whl.

File metadata

File hashes

Hashes for cryosparc_tools-5.0.3-cp314-cp314-macosx_10_15_universal2.whl
Algorithm Hash digest
SHA256 8e40384b3e063907e3e7e474ace47b70a5460a9f22a96506063caec20a264271
MD5 03e1877760ebf25d18f0bebfecccc6b8
BLAKE2b-256 f49cd04a6ac1d3dc423f8947736b8f5b129e5a9259e95d83c209305c5a753a61

See more details on using hashes here.

File details

Details for the file cryosparc_tools-5.0.3-cp313-cp313-win_arm64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-5.0.3-cp313-cp313-win_arm64.whl
Algorithm Hash digest
SHA256 62a47ed493dfd4eceacaaba6318747b48001d1f09d967cd2ca981ac6ac764f0e
MD5 ce582fe58d2bbbc2c02ae7ac4be9fef9
BLAKE2b-256 972d870926696d080c190e200bb1345cf243843b6f0c3dcab6cf7a203d18ad81

See more details on using hashes here.

File details

Details for the file cryosparc_tools-5.0.3-cp313-cp313-win_amd64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-5.0.3-cp313-cp313-win_amd64.whl
Algorithm Hash digest
SHA256 19eeb496f021c3f926ee3db5dee1acd5e92e3c97d3dcb7594a3cd75632017d1d
MD5 9562ae0fffab80afca747964b707a0ff
BLAKE2b-256 0457673013cdb4c9f6b8727b1b1eca1f0a0159f3baac9f3666c4a6f206c59d2f

See more details on using hashes here.

File details

Details for the file cryosparc_tools-5.0.3-cp313-cp313-win32.whl.

File metadata

File hashes

Hashes for cryosparc_tools-5.0.3-cp313-cp313-win32.whl
Algorithm Hash digest
SHA256 25f0228d8c31fa1aed4cea45122c6b18ffd5993b7ebe5097f253877c071ce4f4
MD5 f76ceb72454d572e9350e75329ea11ce
BLAKE2b-256 be1ebdf490c12b5f35025c313ce46d9d514e9366deac87c650cc549617d95f81

See more details on using hashes here.

File details

Details for the file cryosparc_tools-5.0.3-cp313-cp313-musllinux_1_2_x86_64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-5.0.3-cp313-cp313-musllinux_1_2_x86_64.whl
Algorithm Hash digest
SHA256 91f8207025d586e851db89c50b8c34da1bdbdadb1d23c0e22aa4ce2405c2b567
MD5 eb42ec87a805e501c884aa5a58fa6903
BLAKE2b-256 6a76c530d484285d827c038770d8a811a2caeb457986e2bbdcdd18ce9a06c529

See more details on using hashes here.

File details

Details for the file cryosparc_tools-5.0.3-cp313-cp313-musllinux_1_2_aarch64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-5.0.3-cp313-cp313-musllinux_1_2_aarch64.whl
Algorithm Hash digest
SHA256 1f050b076135d41fbc0ebedf78125522ac6aeadcbcb0e8c7be8a89e0db792a3c
MD5 937fb7a4a2d3ce5020ea27cf5ff58771
BLAKE2b-256 41685364d363b4e261f8e037a0876b433dacd0db79f0005bb63493df9bd458a7

See more details on using hashes here.

File details

Details for the file cryosparc_tools-5.0.3-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-5.0.3-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
Algorithm Hash digest
SHA256 e8370bd5d502930b1c94572ee127e69a6b26a74ef0aef6a2507b3dc070cb0a8a
MD5 ede084054a9f28ccb68979ecffb2d730
BLAKE2b-256 f16f03c4acf87e7322aebfc9cb543b19893ef006d8946267fec77268150d8645

See more details on using hashes here.

File details

Details for the file cryosparc_tools-5.0.3-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-5.0.3-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl
Algorithm Hash digest
SHA256 9b1d2303de1e6f2625b51c2e6c31d736dff3454240da61b297422cf8ce647c65
MD5 c7d6b02ecff6e180af12a12435fb8da9
BLAKE2b-256 cc91bc611049121c0ba41c02e7b3335b0ab228880f701c31742d924c8253b6a5

See more details on using hashes here.

File details

Details for the file cryosparc_tools-5.0.3-cp313-cp313-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-5.0.3-cp313-cp313-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 a324ccd9481f7a01858745ba450b3744761dab6f6fc71cc0cb989f21e5064944
MD5 4a7e6166802bb2ae5dabf7b0abfe40ae
BLAKE2b-256 b440dbffc8909f6ba8cd7347f8294d4eb8db3ae507b8c30b786dac3b450a62b9

See more details on using hashes here.

File details

Details for the file cryosparc_tools-5.0.3-cp313-cp313-macosx_10_13_x86_64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-5.0.3-cp313-cp313-macosx_10_13_x86_64.whl
Algorithm Hash digest
SHA256 a60c3ea2ebce3f8423df424d083dbbe47e977b266381cf3a285fc04461e6e042
MD5 07d46576cd5b1d2c3e25c9fbe759bdf9
BLAKE2b-256 e1c7d2efd2b594f80b7aa40431abd46ca9d4ed7f4be5658181b81fd22f72d942

See more details on using hashes here.

File details

Details for the file cryosparc_tools-5.0.3-cp313-cp313-macosx_10_13_universal2.whl.

File metadata

File hashes

Hashes for cryosparc_tools-5.0.3-cp313-cp313-macosx_10_13_universal2.whl
Algorithm Hash digest
SHA256 feafbd70fcbbc270abb41ad5c57f90d57f1e65610341899f82a60aa4d2e91507
MD5 3c5b6367510296a9081b422d5f2725e9
BLAKE2b-256 6c34a86c6126d542c3880a5920b8da6e250001cd611d2fbdd01ea3d9ddd82464

See more details on using hashes here.

File details

Details for the file cryosparc_tools-5.0.3-cp312-cp312-win_arm64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-5.0.3-cp312-cp312-win_arm64.whl
Algorithm Hash digest
SHA256 8fe6b6ce3bf024d3ce0e97e727f588d775d95dfba3e05360f93d1cfcc3e03cc2
MD5 8689249364b50824f85204e5edb48417
BLAKE2b-256 a2a02b249005d8a0554210c1a09ad4bb6ef1e5af6562e5ba4d66f7194cf2b9ec

See more details on using hashes here.

File details

Details for the file cryosparc_tools-5.0.3-cp312-cp312-win_amd64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-5.0.3-cp312-cp312-win_amd64.whl
Algorithm Hash digest
SHA256 47f20ff048d1f0bf97c25eaa7caa9dcfdb3e6a4c48b3ba400fad753d43c9814e
MD5 60fae284ea97242236f87a9d8ead3000
BLAKE2b-256 1ea718d1e78bf7fd160f06adaea61a453902afb27088e60226ac1bd8c57c5fc4

See more details on using hashes here.

File details

Details for the file cryosparc_tools-5.0.3-cp312-cp312-win32.whl.

File metadata

File hashes

Hashes for cryosparc_tools-5.0.3-cp312-cp312-win32.whl
Algorithm Hash digest
SHA256 28d4df3678961e05e5356a452e8e9b6371f74539b5928f9b2bfd93fcc2c81b4c
MD5 5e2c031d90fe8374f490359eebf5830b
BLAKE2b-256 ea29459be6ea000e7e21486d9c700c49a0f2ec92fa9457dc298d6ffd84ad3cad

See more details on using hashes here.

File details

Details for the file cryosparc_tools-5.0.3-cp312-cp312-musllinux_1_2_x86_64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-5.0.3-cp312-cp312-musllinux_1_2_x86_64.whl
Algorithm Hash digest
SHA256 a0023496c6b5e283b26d16baf4964de72aedb15ed8a6268b94e55f4e93c341b6
MD5 180a0d26ba4713494d3d3a0cdf1339db
BLAKE2b-256 b0eb410e5f7c955772b6c31d7ddd2182703f3d309c7a6ba22b0d94a7b3fa2a6e

See more details on using hashes here.

File details

Details for the file cryosparc_tools-5.0.3-cp312-cp312-musllinux_1_2_aarch64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-5.0.3-cp312-cp312-musllinux_1_2_aarch64.whl
Algorithm Hash digest
SHA256 620e3bd16c11fad6da4aff71441f45b322689735a9abb7cda47e69fed0540717
MD5 9ec3888512fd2a51dd37562af1225651
BLAKE2b-256 f8c28633f7e5d699e12c14e7c83bf72fca34788e19e69eba3153d38ef932260d

See more details on using hashes here.

File details

Details for the file cryosparc_tools-5.0.3-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-5.0.3-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
Algorithm Hash digest
SHA256 0b520386f4ec26b3fce650f75f27f559a9ee5cea2cf226100453dda68efdd509
MD5 44340abd6fca74a1eb7c2cdc1193b72d
BLAKE2b-256 c265d96fac3f2e3770f7504bab70687e3581fb43b5858b30c94512f092360da4

See more details on using hashes here.

File details

Details for the file cryosparc_tools-5.0.3-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-5.0.3-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl
Algorithm Hash digest
SHA256 62f6b51fb6accb1abe2637254e6e1179926e59aace896f88a53c33d677a47b33
MD5 f6b61c45c6a97ae6e74e83cea44b534f
BLAKE2b-256 d34ab42c6f03d68f50f03f4144cc0ccea184e60bc5869e6f54afb03be66cf7f6

See more details on using hashes here.

File details

Details for the file cryosparc_tools-5.0.3-cp312-cp312-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-5.0.3-cp312-cp312-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 a1879b3e56f71cb77d7cee17c14506f802a3035130fdb6065872ec8ebffe57da
MD5 043aad9b568625eb171a3772ddfe5772
BLAKE2b-256 f93bb15b70b51c1082c95e51f11dd44a94c8c481aed023fa625694b248433ea8

See more details on using hashes here.

File details

Details for the file cryosparc_tools-5.0.3-cp312-cp312-macosx_10_13_x86_64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-5.0.3-cp312-cp312-macosx_10_13_x86_64.whl
Algorithm Hash digest
SHA256 7856a245e56b32edd5737cc45745c012b9f6238b1929f4f4eb516057eef8f4b1
MD5 4dbef06b62dccf27867e3363760f636e
BLAKE2b-256 9b84a13a6e3c3323bca28f0d5969d7c7ce4b88ea3516b547727011a1cb8ca369

See more details on using hashes here.

File details

Details for the file cryosparc_tools-5.0.3-cp312-cp312-macosx_10_13_universal2.whl.

File metadata

File hashes

Hashes for cryosparc_tools-5.0.3-cp312-cp312-macosx_10_13_universal2.whl
Algorithm Hash digest
SHA256 c45cc8c15fb962a044e95e88be44f689aea702902463a412859feb4945e5fa8f
MD5 2bc2027fd14e5bff31c0779eca483b4a
BLAKE2b-256 4d4111f3a91295b2d3239cc55a4241e77022ab33316cb01e3d6bf7c281d1d23b

See more details on using hashes here.

File details

Details for the file cryosparc_tools-5.0.3-cp311-cp311-win_arm64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-5.0.3-cp311-cp311-win_arm64.whl
Algorithm Hash digest
SHA256 c7a183558157208808faf6dd896fe6397c2a1f988b2d599e7d3caa2aca720760
MD5 bea0d98f2864dfbfa0364d54408db542
BLAKE2b-256 dbe553e99ee5e2b312544af4ae3075db3a24b919dae4be08134431fe5a8c9202

See more details on using hashes here.

File details

Details for the file cryosparc_tools-5.0.3-cp311-cp311-win_amd64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-5.0.3-cp311-cp311-win_amd64.whl
Algorithm Hash digest
SHA256 1ebb08b19cf3052e5cb624c93cf7cc40e4f92aefc43c4aa13fc8a7938a58c552
MD5 128d5bdc72d3732299c319751ccf054f
BLAKE2b-256 582d449a7bbf6954a75153cddb55f84b89969e73faf65ae9c10ead33a279c44a

See more details on using hashes here.

File details

Details for the file cryosparc_tools-5.0.3-cp311-cp311-win32.whl.

File metadata

File hashes

Hashes for cryosparc_tools-5.0.3-cp311-cp311-win32.whl
Algorithm Hash digest
SHA256 c6e874bd18db620760808593e560ccd6e83475cddf8098ce46dfb78414cbf54c
MD5 a25e088dfd9937e6ca9c1eca9f2c1804
BLAKE2b-256 26244f2401223b427a0d67563ad496510ee8375f9e0d5d113911860c1e0e3322

See more details on using hashes here.

File details

Details for the file cryosparc_tools-5.0.3-cp311-cp311-musllinux_1_2_x86_64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-5.0.3-cp311-cp311-musllinux_1_2_x86_64.whl
Algorithm Hash digest
SHA256 baa3a78d93f63711038f82cd8db4b3adef54cddba1a34bbd8b6aa478563a6bda
MD5 ec86d447372e0f67bc840bede150ad7e
BLAKE2b-256 689391d40f89c8b03a0d587a15ae29eb44a38f2fb437ab9a507e679a34f9e0c3

See more details on using hashes here.

File details

Details for the file cryosparc_tools-5.0.3-cp311-cp311-musllinux_1_2_aarch64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-5.0.3-cp311-cp311-musllinux_1_2_aarch64.whl
Algorithm Hash digest
SHA256 33b26ffd5786537f6b114630e2bc0df49eb7b2fe4188c664ae9993a5655087cf
MD5 639a9f406fcfceca04656767b7d63f0b
BLAKE2b-256 881d4c821b57b79928fc8a6f8fedd11fb1403e3e21a0ef833654205435b43941

See more details on using hashes here.

File details

Details for the file cryosparc_tools-5.0.3-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-5.0.3-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
Algorithm Hash digest
SHA256 07f973e3892b58f91f7ed796cdf0a6eab275958b1da8da5c173c3a8a55143af9
MD5 fc508370b12b9d96d4e7207de996c472
BLAKE2b-256 b647b6a28c54d25c0aed65be280fdb435416c846a0e595d9ed7bade62abc1211

See more details on using hashes here.

File details

Details for the file cryosparc_tools-5.0.3-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-5.0.3-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl
Algorithm Hash digest
SHA256 5d5f1fb6fa3110128976ccc600b2d859c26cc2ec74178a4b169df30f7ef383a2
MD5 d76673aea399e86f51eead6a8c378786
BLAKE2b-256 f4d0421da5666707286f027f5db5698bb30b05ae46b1662c58a500787966a40f

See more details on using hashes here.

File details

Details for the file cryosparc_tools-5.0.3-cp311-cp311-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-5.0.3-cp311-cp311-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 e750060c50175400899735c88a71c778b887eee340525be1fa0330a1c5ccccab
MD5 20ea0e82647c93216e834e58fb220450
BLAKE2b-256 6ab5ea3567f58ebd5a3e8b2204a3964231806b2a68c6c14a9ebcc82ee6e806f7

See more details on using hashes here.

File details

Details for the file cryosparc_tools-5.0.3-cp311-cp311-macosx_10_9_x86_64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-5.0.3-cp311-cp311-macosx_10_9_x86_64.whl
Algorithm Hash digest
SHA256 d2acbe3ff5632620fa74d6b060268d26197eb4ecb36d7b392cbe9bff1c854b7e
MD5 99a509462ba34fa08708a180c5e09eb7
BLAKE2b-256 7ad9228d97f619e23c71e4a7bd5617adf3a86fce68220ca543edb93655391aeb

See more details on using hashes here.

File details

Details for the file cryosparc_tools-5.0.3-cp311-cp311-macosx_10_9_universal2.whl.

File metadata

File hashes

Hashes for cryosparc_tools-5.0.3-cp311-cp311-macosx_10_9_universal2.whl
Algorithm Hash digest
SHA256 bb52ef1dca2351faee0940d62ff86104ba091823e2d33baf2ea5ddac4e5bbe5a
MD5 398db26837173ad2e605d0d72f9f8f7e
BLAKE2b-256 5436f889c97a32f16af88419178476a5b2596f1eb7a962d83b6dff81a6a33e26

See more details on using hashes here.

File details

Details for the file cryosparc_tools-5.0.3-cp310-cp310-win_arm64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-5.0.3-cp310-cp310-win_arm64.whl
Algorithm Hash digest
SHA256 899895f990d5e56112a5ee43c6f05e39720ddd00e77d2bee6c10de9d1780b7f5
MD5 3cd0679840b134c635231c05abb20e2c
BLAKE2b-256 f55575168bd683f8c0364d54a542e8242001f5dd70fff59ca43e78e8345bc931

See more details on using hashes here.

File details

Details for the file cryosparc_tools-5.0.3-cp310-cp310-win_amd64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-5.0.3-cp310-cp310-win_amd64.whl
Algorithm Hash digest
SHA256 30b0d4a63bfa7a3fc04896c63a36f12cb30258bee1941e0d0b411965fc9bc4d1
MD5 f2d529262de4b8b046ce832919c0222b
BLAKE2b-256 2e84d49b19b9934ae4c8a9042a69e395f838704b47f5039a8f9da4424f35da77

See more details on using hashes here.

File details

Details for the file cryosparc_tools-5.0.3-cp310-cp310-win32.whl.

File metadata

File hashes

Hashes for cryosparc_tools-5.0.3-cp310-cp310-win32.whl
Algorithm Hash digest
SHA256 cb37fa1550d3644e5dea789209cfb23b90d74ca88a755e3d9fc0a12686d16575
MD5 e9fd6c21661872c5a6b4499764125ba5
BLAKE2b-256 947d92c026563e96d91921f6e989dbaf0de9fd2715c16edecc6d3b4bec36149a

See more details on using hashes here.

File details

Details for the file cryosparc_tools-5.0.3-cp310-cp310-musllinux_1_2_x86_64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-5.0.3-cp310-cp310-musllinux_1_2_x86_64.whl
Algorithm Hash digest
SHA256 05b55239cc8d2cacc9cec7968e17f282741365bcc59e01a0ccce157a2e5965b5
MD5 20b71b93e1c8fcc78825384687ca68aa
BLAKE2b-256 2999ff4535e83c70a12ff254cdde97b4c79c3e3b98efe563d7c33cacef9a4f1d

See more details on using hashes here.

File details

Details for the file cryosparc_tools-5.0.3-cp310-cp310-musllinux_1_2_aarch64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-5.0.3-cp310-cp310-musllinux_1_2_aarch64.whl
Algorithm Hash digest
SHA256 f92435dc198454a8d83e5d7a1d7d16a080962b5044502587c97ea453913ef03a
MD5 f494a03a7103df2fa0d4500a404a5c14
BLAKE2b-256 809e926216b663dd834d4035de33a0d73864099d1068c538135376923a7ed495

See more details on using hashes here.

File details

Details for the file cryosparc_tools-5.0.3-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-5.0.3-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
Algorithm Hash digest
SHA256 06d6a0121334a3eff6e9eb0af90f30e55a062b3fb9505d2921c57085d661573f
MD5 871a1107d3f7bcaae80a88d16c099843
BLAKE2b-256 c5758966bd87c5e57ca099138600103aa3d8bf3d9bb82ee5592c43fa421569e1

See more details on using hashes here.

File details

Details for the file cryosparc_tools-5.0.3-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-5.0.3-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl
Algorithm Hash digest
SHA256 710d7630e92ec6be85c30d029810b6cc7b65415463324e99b625ee116f340f5f
MD5 0930b9ca729f85b007d451c52292a32f
BLAKE2b-256 7bf11f900932e81a40e830d830277af6cb74c51c185a437770f00478e88034e4

See more details on using hashes here.

File details

Details for the file cryosparc_tools-5.0.3-cp310-cp310-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-5.0.3-cp310-cp310-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 4ffd1632d3350fa5dda252cfc5e3f45bc5b7f5b184c496c9a7c37830733dc1e0
MD5 b8012825394bb15eaff0fe7b57308d8f
BLAKE2b-256 983adc39e5002ac7f690cb8502eaaadeef0d7d446624058fead28ee0c0333e24

See more details on using hashes here.

File details

Details for the file cryosparc_tools-5.0.3-cp310-cp310-macosx_10_9_x86_64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-5.0.3-cp310-cp310-macosx_10_9_x86_64.whl
Algorithm Hash digest
SHA256 c121f588db8f042caa87af939636f8132baddd3142d66345bb94875aa71011a7
MD5 27ac8b128f7f08ccb48d70a95de6235a
BLAKE2b-256 2f376caf5a711bc605a7701f38558240018784259f7bb29500c2677eb45b5dd2

See more details on using hashes here.

File details

Details for the file cryosparc_tools-5.0.3-cp310-cp310-macosx_10_9_universal2.whl.

File metadata

File hashes

Hashes for cryosparc_tools-5.0.3-cp310-cp310-macosx_10_9_universal2.whl
Algorithm Hash digest
SHA256 140aa26ba29f93fa639db48555c87462918f069d6cec4860bde34e8b6f08d720
MD5 84dc656b9b4f617259422bb9f1e1060b
BLAKE2b-256 9261073a5214b440e21d012a97daca0b7281a544b854d23b70f506880145cbe7

See more details on using hashes here.

File details

Details for the file cryosparc_tools-5.0.3-cp39-cp39-win_arm64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-5.0.3-cp39-cp39-win_arm64.whl
Algorithm Hash digest
SHA256 40f4cf83cf7b2d31c1e8d2e844efe3e528fe77d24f855d8a38419d056bebd84d
MD5 ec42e33105f0b69f07ee966689c25ff4
BLAKE2b-256 6647520ffc269f004970387fef86941b46a88692578158d75000fcbb54414fd2

See more details on using hashes here.

File details

Details for the file cryosparc_tools-5.0.3-cp39-cp39-win_amd64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-5.0.3-cp39-cp39-win_amd64.whl
Algorithm Hash digest
SHA256 0cbb7fd3139413f5430062e9b64dde0e8530773aaacd8af71d196201ce0aab35
MD5 9209c58fa2d1b83edb32fc5575e03862
BLAKE2b-256 395ad5b501e5c0287eca5b68b0be05d0e3434af951892bf5be2e80c67e2fcea3

See more details on using hashes here.

File details

Details for the file cryosparc_tools-5.0.3-cp39-cp39-win32.whl.

File metadata

  • Download URL: cryosparc_tools-5.0.3-cp39-cp39-win32.whl
  • Upload date:
  • Size: 526.5 kB
  • Tags: CPython 3.9, Windows x86
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/6.2.0 CPython/3.10.20

File hashes

Hashes for cryosparc_tools-5.0.3-cp39-cp39-win32.whl
Algorithm Hash digest
SHA256 210aaa3fd8ef7655d95ad4fc8f2f952d320292bfc483e8337f662327b5fb96ef
MD5 1743f7343b39ff9e905ac342c3eea822
BLAKE2b-256 7cd5e59ba771cff1cd8b1b6f5b5a5aaa4b9e1a1ff93c3670740029f58934fd9d

See more details on using hashes here.

File details

Details for the file cryosparc_tools-5.0.3-cp39-cp39-musllinux_1_2_x86_64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-5.0.3-cp39-cp39-musllinux_1_2_x86_64.whl
Algorithm Hash digest
SHA256 5ab347e06999c2c46d20d92a6c53343ce4bb5bb596f3b27015859dc96b81bf1e
MD5 7f96fd96f9f79e737c184042bd71d270
BLAKE2b-256 a1068f4ca1549b0206277a2dce2524dd4df00a9bf6ac7ca9792c2654a3c34b2b

See more details on using hashes here.

File details

Details for the file cryosparc_tools-5.0.3-cp39-cp39-musllinux_1_2_aarch64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-5.0.3-cp39-cp39-musllinux_1_2_aarch64.whl
Algorithm Hash digest
SHA256 23d141e7e325b2fee10a6ece36595b76ad25722317b6d408762015a554eab2b7
MD5 46d6e1f11decc9a74a263e877bfab3cc
BLAKE2b-256 99cd02820a90e2935c6511f26eed4eebb6989751ed7d75407ea3ccdeeb7942cc

See more details on using hashes here.

File details

Details for the file cryosparc_tools-5.0.3-cp39-cp39-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-5.0.3-cp39-cp39-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
Algorithm Hash digest
SHA256 5520ac58726426cd59b012481a31f62385c240dddc200f04f118864122d02f92
MD5 d9cae8fc79fe1e88c0290ff683e2f5cf
BLAKE2b-256 33f85321f409416ac3d45d4d894edfb47d5c6f996d8bdeb7237f3e3a31ca3f2e

See more details on using hashes here.

File details

Details for the file cryosparc_tools-5.0.3-cp39-cp39-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-5.0.3-cp39-cp39-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl
Algorithm Hash digest
SHA256 25ee50295374bc510b6420adcc9b280008b83d05a11951fd1d21da47ef2b34d2
MD5 f496b04c0fe4aadeb00672d2a0e08380
BLAKE2b-256 c27d55e7f38ec22d41ca50d75719a7f6636bbe9128528481b9243d2ca61539d9

See more details on using hashes here.

File details

Details for the file cryosparc_tools-5.0.3-cp39-cp39-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-5.0.3-cp39-cp39-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 f9c1aabef6055a0c61276c7349bc621a6af2babdaeb5a41e05607ea2e1fa64ab
MD5 57a3e3a4646e25ca6fa78bf6d29ff241
BLAKE2b-256 66a7ba468307ed1c4fe7191c739cb985630fabba79190495e111521b02fa8d88

See more details on using hashes here.

File details

Details for the file cryosparc_tools-5.0.3-cp39-cp39-macosx_10_9_x86_64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-5.0.3-cp39-cp39-macosx_10_9_x86_64.whl
Algorithm Hash digest
SHA256 128c20dd457c5242b07641cea19dcad997ad701899feaa25ef2b9b7da9ddcfff
MD5 f507eb2d335b40cd2f736a29c541bf01
BLAKE2b-256 e1004a2eca59e389b6317563dfc08f764e4669ec985f035a52eb06b3216da33d

See more details on using hashes here.

File details

Details for the file cryosparc_tools-5.0.3-cp39-cp39-macosx_10_9_universal2.whl.

File metadata

File hashes

Hashes for cryosparc_tools-5.0.3-cp39-cp39-macosx_10_9_universal2.whl
Algorithm Hash digest
SHA256 4339d33d6afb4ec741de96bf53cc0223f6f7fc6f17cc5a9e344880aa7edb4ec0
MD5 24f14fd7d905c1937ec924015470ffe3
BLAKE2b-256 b5db522032591409ae79e69fd96af2f7d545380ba6476c07bfe612452f36d1f3

See more details on using hashes here.

File details

Details for the file cryosparc_tools-5.0.3-cp38-cp38-win_amd64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-5.0.3-cp38-cp38-win_amd64.whl
Algorithm Hash digest
SHA256 dee0ff2253cf286193cf7a48b3daa5787aa5c9b03e35a2c898189ed74081dee9
MD5 da7f7849ad431b60af34795fe22ae977
BLAKE2b-256 dd407a3f1145a573ee021e78fb401b3fda47dbe085301bd2b2cfc608d91be24b

See more details on using hashes here.

File details

Details for the file cryosparc_tools-5.0.3-cp38-cp38-win32.whl.

File metadata

  • Download URL: cryosparc_tools-5.0.3-cp38-cp38-win32.whl
  • Upload date:
  • Size: 527.4 kB
  • Tags: CPython 3.8, Windows x86
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/6.2.0 CPython/3.10.20

File hashes

Hashes for cryosparc_tools-5.0.3-cp38-cp38-win32.whl
Algorithm Hash digest
SHA256 c1088915a686898f4356789e70af79442cdbefc815c9f9fb634fc38a9caaf3a2
MD5 f81aef2ab13753e69b8c4a8592e661e7
BLAKE2b-256 39b95d315bcd279d57821039c6b05282c31bcdb03a9dedf1f0f8ce68991cab09

See more details on using hashes here.

File details

Details for the file cryosparc_tools-5.0.3-cp38-cp38-musllinux_1_2_x86_64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-5.0.3-cp38-cp38-musllinux_1_2_x86_64.whl
Algorithm Hash digest
SHA256 531498cd616b7571dd7c61ebe82dc0a77e793988829d5534a4b801de39beae72
MD5 268d4560e7b7424b65e7656493c32c7f
BLAKE2b-256 28a78a2e331fcd3030d11c965eee8d8b0e5696c7777d9f095a10854535f223d1

See more details on using hashes here.

File details

Details for the file cryosparc_tools-5.0.3-cp38-cp38-musllinux_1_2_aarch64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-5.0.3-cp38-cp38-musllinux_1_2_aarch64.whl
Algorithm Hash digest
SHA256 f3882b3b70a70dc9bc3d964342c9e036a19dfc6b7c3915b80a873044ddae28d1
MD5 df47096f57209a99d274f66ac57d8750
BLAKE2b-256 6804b3087b83daf908c043247f4e7b9e1decce5e0de9a246b4be257417ca1cb9

See more details on using hashes here.

File details

Details for the file cryosparc_tools-5.0.3-cp38-cp38-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-5.0.3-cp38-cp38-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
Algorithm Hash digest
SHA256 fa0da957c73488861380be2827f54f9deaa065e36c288e248e6463d55fceafb5
MD5 39e1220c7fb73dd05561518b2a9ccad0
BLAKE2b-256 4ada7f512fce4d85a854d4d2a3a2984eda5f9caef333eeaa83bbe5f08f2eb570

See more details on using hashes here.

File details

Details for the file cryosparc_tools-5.0.3-cp38-cp38-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-5.0.3-cp38-cp38-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl
Algorithm Hash digest
SHA256 babb73a0bf78bebffe44feb5a88882a7182376d71b6437384568d40f19852ad9
MD5 ef597c91a46f50aa860124f7685c9fa9
BLAKE2b-256 6500492a8c37129d13ccbe59f4f37f1323e8e1cfff7c9da713b62262341ae5d1

See more details on using hashes here.

File details

Details for the file cryosparc_tools-5.0.3-cp38-cp38-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-5.0.3-cp38-cp38-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 3f3029e79aea23b718bcccdd7dddc4c4396ca83758487d7e55b5abc44d89838a
MD5 96cd33fe228783f858a105fc135a896a
BLAKE2b-256 c15bac35d41b24d216558120b64fc7d539effc4955621cc5facddaf974498881

See more details on using hashes here.

File details

Details for the file cryosparc_tools-5.0.3-cp38-cp38-macosx_10_9_x86_64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-5.0.3-cp38-cp38-macosx_10_9_x86_64.whl
Algorithm Hash digest
SHA256 cb3dc18b60d585025156aeae7db2710f0d4e62c6c16577dd89d004fa7fd4d437
MD5 a22929b5e57451e461efb17a6d4f8da2
BLAKE2b-256 d86ed755b2568b0bcadb22290b2325f5492cf42980d3fd1759b582bd4a8ffc67

See more details on using hashes here.

File details

Details for the file cryosparc_tools-5.0.3-cp38-cp38-macosx_10_9_universal2.whl.

File metadata

File hashes

Hashes for cryosparc_tools-5.0.3-cp38-cp38-macosx_10_9_universal2.whl
Algorithm Hash digest
SHA256 d939f91ea27e4dc0bf3768c58f154567e55f3d201d41e7c5bdf4245d245664b0
MD5 541520ce2508e7379ae956b6db6ab1a7
BLAKE2b-256 aed6a2d6b54a7009ed715a84a4b4fb6746df09bce41cf28e2bac5f48fb2de568

See more details on using hashes here.

Supported by

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