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 >= 3.7
  • Miniconda3
  • 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 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
conda activate cryosparc-tools-example
pip install -U pip
pip install nvidia-pyindex matplotlib~=3.4.0 pandas==1.1.4 notebook
pip install "cryolo[c11]"
pip install -e ".[build]"

Run the notebook server with the following environment variables:

  • CRYOSPARC_LICENSE_ID with Structura-issued CryoSPARC license
  • CRYOSPARC_EMAIL with a CryoSPARC user account email
  • CRYOSPARC_PASSWORD with a CryoSPARC user account password

You may also need to include LD_LIBRARY_PATH which includes the location of CUDA Toolkit and cuDNN runtime libraries (e.g., ~/miniconda3/envs/tools/lib/python3.8/site-packages/nvidia/*/lib).

CRYOSPARC_LICENSE_ID="xxxxxxxx-xxxx-xxxx-xxxxxxxxxxxx" \
CRYOSPARC_EMAIL="ali@example.com" \
CRYOSPARC_PASSWORD="password123" \
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-4.7.0.tar.gz (346.9 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-4.7.0-pp310-pypy310_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (543.1 kB view details)

Uploaded PyPymanylinux: glibc 2.17+ x86-64

cryosparc_tools-4.7.0-pp310-pypy310_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl (534.3 kB view details)

Uploaded PyPymanylinux: glibc 2.17+ ARM64

cryosparc_tools-4.7.0-pp39-pypy39_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (542.8 kB view details)

Uploaded PyPymanylinux: glibc 2.17+ x86-64

cryosparc_tools-4.7.0-pp39-pypy39_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl (533.8 kB view details)

Uploaded PyPymanylinux: glibc 2.17+ ARM64

cryosparc_tools-4.7.0-pp38-pypy38_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (544.1 kB view details)

Uploaded PyPymanylinux: glibc 2.17+ x86-64

cryosparc_tools-4.7.0-pp38-pypy38_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl (534.4 kB view details)

Uploaded PyPymanylinux: glibc 2.17+ ARM64

cryosparc_tools-4.7.0-pp37-pypy37_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (544.7 kB view details)

Uploaded PyPymanylinux: glibc 2.17+ x86-64

cryosparc_tools-4.7.0-pp37-pypy37_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl (534.6 kB view details)

Uploaded PyPymanylinux: glibc 2.17+ ARM64

cryosparc_tools-4.7.0-cp313-cp313-win_arm64.whl (470.9 kB view details)

Uploaded CPython 3.13Windows ARM64

cryosparc_tools-4.7.0-cp313-cp313-win_amd64.whl (491.4 kB view details)

Uploaded CPython 3.13Windows x86-64

cryosparc_tools-4.7.0-cp313-cp313-musllinux_1_2_x86_64.whl (1.5 MB view details)

Uploaded CPython 3.13musllinux: musl 1.2+ x86-64

cryosparc_tools-4.7.0-cp313-cp313-musllinux_1_2_aarch64.whl (1.4 MB view details)

Uploaded CPython 3.13musllinux: musl 1.2+ ARM64

cryosparc_tools-4.7.0-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (1.5 MB view details)

Uploaded CPython 3.13manylinux: glibc 2.17+ x86-64

cryosparc_tools-4.7.0-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl (1.4 MB view details)

Uploaded CPython 3.13manylinux: glibc 2.17+ ARM64

cryosparc_tools-4.7.0-cp313-cp313-macosx_11_0_arm64.whl (525.9 kB view details)

Uploaded CPython 3.13macOS 11.0+ ARM64

cryosparc_tools-4.7.0-cp313-cp313-macosx_10_13_x86_64.whl (547.2 kB view details)

Uploaded CPython 3.13macOS 10.13+ x86-64

cryosparc_tools-4.7.0-cp313-cp313-macosx_10_13_universal2.whl (708.1 kB view details)

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

cryosparc_tools-4.7.0-cp312-cp312-win_arm64.whl (471.2 kB view details)

Uploaded CPython 3.12Windows ARM64

cryosparc_tools-4.7.0-cp312-cp312-win_amd64.whl (492.4 kB view details)

Uploaded CPython 3.12Windows x86-64

cryosparc_tools-4.7.0-cp312-cp312-musllinux_1_2_x86_64.whl (1.5 MB view details)

Uploaded CPython 3.12musllinux: musl 1.2+ x86-64

cryosparc_tools-4.7.0-cp312-cp312-musllinux_1_2_aarch64.whl (1.4 MB view details)

Uploaded CPython 3.12musllinux: musl 1.2+ ARM64

cryosparc_tools-4.7.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (1.5 MB view details)

Uploaded CPython 3.12manylinux: glibc 2.17+ x86-64

cryosparc_tools-4.7.0-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl (1.4 MB view details)

Uploaded CPython 3.12manylinux: glibc 2.17+ ARM64

cryosparc_tools-4.7.0-cp312-cp312-macosx_11_0_arm64.whl (527.6 kB view details)

Uploaded CPython 3.12macOS 11.0+ ARM64

cryosparc_tools-4.7.0-cp312-cp312-macosx_10_13_x86_64.whl (548.4 kB view details)

Uploaded CPython 3.12macOS 10.13+ x86-64

cryosparc_tools-4.7.0-cp312-cp312-macosx_10_13_universal2.whl (711.0 kB view details)

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

cryosparc_tools-4.7.0-cp311-cp311-win_arm64.whl (471.3 kB view details)

Uploaded CPython 3.11Windows ARM64

cryosparc_tools-4.7.0-cp311-cp311-win_amd64.whl (490.8 kB view details)

Uploaded CPython 3.11Windows x86-64

cryosparc_tools-4.7.0-cp311-cp311-musllinux_1_2_x86_64.whl (1.5 MB view details)

Uploaded CPython 3.11musllinux: musl 1.2+ x86-64

cryosparc_tools-4.7.0-cp311-cp311-musllinux_1_2_aarch64.whl (1.5 MB view details)

Uploaded CPython 3.11musllinux: musl 1.2+ ARM64

cryosparc_tools-4.7.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (1.5 MB view details)

Uploaded CPython 3.11manylinux: glibc 2.17+ x86-64

cryosparc_tools-4.7.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl (1.4 MB view details)

Uploaded CPython 3.11manylinux: glibc 2.17+ ARM64

cryosparc_tools-4.7.0-cp311-cp311-macosx_11_0_arm64.whl (525.9 kB view details)

Uploaded CPython 3.11macOS 11.0+ ARM64

cryosparc_tools-4.7.0-cp311-cp311-macosx_10_9_x86_64.whl (546.2 kB view details)

Uploaded CPython 3.11macOS 10.9+ x86-64

cryosparc_tools-4.7.0-cp311-cp311-macosx_10_9_universal2.whl (706.9 kB view details)

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

cryosparc_tools-4.7.0-cp310-cp310-win_arm64.whl (470.6 kB view details)

Uploaded CPython 3.10Windows ARM64

cryosparc_tools-4.7.0-cp310-cp310-win_amd64.whl (490.2 kB view details)

Uploaded CPython 3.10Windows x86-64

cryosparc_tools-4.7.0-cp310-cp310-musllinux_1_2_x86_64.whl (1.4 MB view details)

Uploaded CPython 3.10musllinux: musl 1.2+ x86-64

cryosparc_tools-4.7.0-cp310-cp310-musllinux_1_2_aarch64.whl (1.4 MB view details)

Uploaded CPython 3.10musllinux: musl 1.2+ ARM64

cryosparc_tools-4.7.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (1.4 MB view details)

Uploaded CPython 3.10manylinux: glibc 2.17+ x86-64

cryosparc_tools-4.7.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl (1.4 MB view details)

Uploaded CPython 3.10manylinux: glibc 2.17+ ARM64

cryosparc_tools-4.7.0-cp310-cp310-macosx_11_0_arm64.whl (524.9 kB view details)

Uploaded CPython 3.10macOS 11.0+ ARM64

cryosparc_tools-4.7.0-cp310-cp310-macosx_10_9_x86_64.whl (544.6 kB view details)

Uploaded CPython 3.10macOS 10.9+ x86-64

cryosparc_tools-4.7.0-cp310-cp310-macosx_10_9_universal2.whl (704.4 kB view details)

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

cryosparc_tools-4.7.0-cp39-cp39-win_arm64.whl (471.1 kB view details)

Uploaded CPython 3.9Windows ARM64

cryosparc_tools-4.7.0-cp39-cp39-win_amd64.whl (490.8 kB view details)

Uploaded CPython 3.9Windows x86-64

cryosparc_tools-4.7.0-cp39-cp39-musllinux_1_2_x86_64.whl (1.4 MB view details)

Uploaded CPython 3.9musllinux: musl 1.2+ x86-64

cryosparc_tools-4.7.0-cp39-cp39-musllinux_1_2_aarch64.whl (1.4 MB view details)

Uploaded CPython 3.9musllinux: musl 1.2+ ARM64

cryosparc_tools-4.7.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (1.4 MB view details)

Uploaded CPython 3.9manylinux: glibc 2.17+ x86-64

cryosparc_tools-4.7.0-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl (1.4 MB view details)

Uploaded CPython 3.9manylinux: glibc 2.17+ ARM64

cryosparc_tools-4.7.0-cp39-cp39-macosx_11_0_arm64.whl (525.4 kB view details)

Uploaded CPython 3.9macOS 11.0+ ARM64

cryosparc_tools-4.7.0-cp39-cp39-macosx_10_9_x86_64.whl (545.2 kB view details)

Uploaded CPython 3.9macOS 10.9+ x86-64

cryosparc_tools-4.7.0-cp39-cp39-macosx_10_9_universal2.whl (705.5 kB view details)

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

cryosparc_tools-4.7.0-cp38-cp38-win_amd64.whl (491.8 kB view details)

Uploaded CPython 3.8Windows x86-64

cryosparc_tools-4.7.0-cp38-cp38-musllinux_1_2_x86_64.whl (1.4 MB view details)

Uploaded CPython 3.8musllinux: musl 1.2+ x86-64

cryosparc_tools-4.7.0-cp38-cp38-musllinux_1_2_aarch64.whl (1.4 MB view details)

Uploaded CPython 3.8musllinux: musl 1.2+ ARM64

cryosparc_tools-4.7.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (1.4 MB view details)

Uploaded CPython 3.8manylinux: glibc 2.17+ x86-64

cryosparc_tools-4.7.0-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl (1.4 MB view details)

Uploaded CPython 3.8manylinux: glibc 2.17+ ARM64

cryosparc_tools-4.7.0-cp38-cp38-macosx_11_0_arm64.whl (525.2 kB view details)

Uploaded CPython 3.8macOS 11.0+ ARM64

cryosparc_tools-4.7.0-cp38-cp38-macosx_10_9_x86_64.whl (544.9 kB view details)

Uploaded CPython 3.8macOS 10.9+ x86-64

cryosparc_tools-4.7.0-cp38-cp38-macosx_10_9_universal2.whl (705.2 kB view details)

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

File details

Details for the file cryosparc-tools-4.7.0.tar.gz.

File metadata

  • Download URL: cryosparc-tools-4.7.0.tar.gz
  • Upload date:
  • Size: 346.9 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/6.1.0 CPython/3.10.16

File hashes

Hashes for cryosparc-tools-4.7.0.tar.gz
Algorithm Hash digest
SHA256 a5eaa31f95e78c257d42fbabfb142c664fb5412421f689ff33091771ab867db4
MD5 1e61d7afa9038fc1ef2a2275034d0d07
BLAKE2b-256 f90accd961bac0882a9e1b73e8f663f642aaa87d30f2c0e7c98124c643a0615d

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.7.0-pp310-pypy310_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.7.0-pp310-pypy310_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 2d0cc79ba418398da118cef13feb1e8ae7aee1d931c18ad78ccb82138708ed36
MD5 adf8cebce05510688da15003ffffb133
BLAKE2b-256 a75195720f188e8e3992a6057c76e2b83ec917c3ad6e2f44584515abdc8d3928

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.7.0-pp310-pypy310_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.7.0-pp310-pypy310_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm Hash digest
SHA256 593b533e6f29e9729584f67bc67934b3fd380cec49c14f62379e89a1b2931185
MD5 11fe9bc46e9cf6b45f9f659191c4ba6c
BLAKE2b-256 00e310a56410935bb914b305257e70e779cb32c8a8aaf0b1ca1476e62ff1982b

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.7.0-pp39-pypy39_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.7.0-pp39-pypy39_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 534d606b8d58ce37e81dcca4fc4245973af2effe3519e59eae67004c08296738
MD5 36caad06b9638b366f0a61af8fc7b374
BLAKE2b-256 85790f03a0f93654b56a14dee6933a599aeaccb96aa3e3af107b75b22ed4e34d

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.7.0-pp39-pypy39_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.7.0-pp39-pypy39_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm Hash digest
SHA256 5d3b5af0a025cd80075105f61fa7c4fef054e5525f17949f11a87b80f74a2e14
MD5 74e19fdd3159489b2b30f39d133873ca
BLAKE2b-256 210fb19cb99433752ce39fd93008d6c21cd75695dd209bdd7b98e8d89f67216f

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.7.0-pp38-pypy38_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.7.0-pp38-pypy38_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 77dd8a642fe4c3898b74a9e29fd749a2f96c214300c55d16e1fffa32e083702c
MD5 4f2fcf210c370d7a5e19bf02412563d0
BLAKE2b-256 6529c1c5b1d70c04a6d10d37e359fe769e30cd0961be8c81ff42b4ab7f1ef433

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.7.0-pp38-pypy38_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.7.0-pp38-pypy38_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm Hash digest
SHA256 b16fb050317be9f4b3bd65d9c4e5d6d9608f05b3c4b8238dd9a65695966bfa45
MD5 327b7ed1ab68074aea287b44b5be59f8
BLAKE2b-256 16bbb70827c692a67ad6f875473a7ea2d8411cb1768505151a8bf8dd01108781

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.7.0-pp37-pypy37_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.7.0-pp37-pypy37_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 e0dec1abe5fe4c3fa5e225d315437d5622a74e3d2b955160d586f8a6fdcd13d3
MD5 e7f516024dd33be9a48274a873eaefd7
BLAKE2b-256 63bba58af8eefd0b4173279e2d0009f141725069e6d6f6c2f17108f51aaea74f

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.7.0-pp37-pypy37_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.7.0-pp37-pypy37_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm Hash digest
SHA256 4298d1cb982e0c4252587aafb13cdca16e18e858bb2790d19ead812803309c72
MD5 f8a6de6b171789238a3e0d3426b5487a
BLAKE2b-256 5be9c61c057db8f7eb2b9780f641287f718301aed4d2efee773a5370e46480f8

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.7.0-cp313-cp313-win_arm64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.7.0-cp313-cp313-win_arm64.whl
Algorithm Hash digest
SHA256 5ffb1c99822424978a63d9715eb4603b1dfac3e936fc36e80f6685bfd8a79417
MD5 1fdbec0863c18e03b815d2b40f6b5028
BLAKE2b-256 754cbfa729535a11cf082906bb66b987c7bc9abbc125ccf699b48be307d97d2b

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.7.0-cp313-cp313-win_amd64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.7.0-cp313-cp313-win_amd64.whl
Algorithm Hash digest
SHA256 a3db498834172d859788f8cc4f68915c12927607c01868b42e8238c391ba7635
MD5 ba0e454b7b0a8e65ec290699c6b36e50
BLAKE2b-256 acc52a4596ab268a02c0d8818e1c303e405908687edb4b3b95a4f23f5fb74a4a

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.7.0-cp313-cp313-musllinux_1_2_x86_64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.7.0-cp313-cp313-musllinux_1_2_x86_64.whl
Algorithm Hash digest
SHA256 fe041263643dd14ebbeb97190740b8aa3a0f923d132b63f266853674b2091ffa
MD5 37cc1a40fabb80814db487aa6c909e7a
BLAKE2b-256 a77f13a9df60f7be0b0b4ae290437589996ec55edf98a8e732c49f86b86302c7

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.7.0-cp313-cp313-musllinux_1_2_aarch64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.7.0-cp313-cp313-musllinux_1_2_aarch64.whl
Algorithm Hash digest
SHA256 9cb366b262a633b46577c2ad4558b9780be4cb6dd6b897f4696bc3b54002e0f1
MD5 c1b5187b6e6350747a0f37fa69277bfe
BLAKE2b-256 b9b7715063078f5a833a2cc71db6ed6abb376042a23fd058067c75cf0bbefa78

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.7.0-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.7.0-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 b92d2dc4064d28b204f13dbed48e7f1fb2ebde47e7d01532c8238cad0043ac7a
MD5 26ead05ae16fb2282fc4de6892031cfa
BLAKE2b-256 05c9141320dd5cf02bc12859c358f60913450b3ec0a9ae32e52b4416ede1b9bd

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.7.0-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.7.0-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm Hash digest
SHA256 d8ae1a2b963999bda6936ee25de3ac496eab41a8f828f054c4e9eaa24d185731
MD5 6b11dbeff5bbf5723383b40e4be4bdf9
BLAKE2b-256 ac4dc392b1a502e3f06ceb5193857d9c1fa924a5d8cb43bdc158fe2b3a592ad2

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.7.0-cp313-cp313-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.7.0-cp313-cp313-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 c7af9984b16a8cc5543958de8892796c5a13958e4e6703622a7fcea4bc287220
MD5 a012bd18c987e2f5e6bfb68711d5d58c
BLAKE2b-256 1160b227a63d869dec3b2610cef78aeac038e9fae517d88491e06b7be339cf44

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.7.0-cp313-cp313-macosx_10_13_x86_64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.7.0-cp313-cp313-macosx_10_13_x86_64.whl
Algorithm Hash digest
SHA256 ae3b247541004b6ae149a3c441f68cbdb0bfa6c7a1cc54bcc248e221219e8c12
MD5 b26bc447e25a74f6ee39fe5a8c3eb199
BLAKE2b-256 34c9eab9297b2ddb9cdfdf9261381eb7da558587ff7ef483091876aa95b04a83

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.7.0-cp313-cp313-macosx_10_13_universal2.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.7.0-cp313-cp313-macosx_10_13_universal2.whl
Algorithm Hash digest
SHA256 1bb9556731465ebc0afbc99acbcf4c1db4583796d0866a41ff66e0591d30ec35
MD5 e715f03640c51c6032103e617db25b28
BLAKE2b-256 342728e628c905ebf11ff45839d895bfd9330738bae802bf8557332cba1e5760

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.7.0-cp312-cp312-win_arm64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.7.0-cp312-cp312-win_arm64.whl
Algorithm Hash digest
SHA256 13c97393bf8351e0ac0dd7adf61e06c6994592b1b2a5f7b2189924bd19af1293
MD5 010f57ceb885e2b0411b5a3a1ad156aa
BLAKE2b-256 d7a128adac984395b1ab080463acd43d6686305149c3401b916a4cac24a44b09

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.7.0-cp312-cp312-win_amd64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.7.0-cp312-cp312-win_amd64.whl
Algorithm Hash digest
SHA256 485c966177472df326fd5b99e0a59920c8d2741b6a364b512ad9064f43b93ef1
MD5 02c506bf1f69cb3020d473a3f9a61e5f
BLAKE2b-256 66c2155e4786e43ad485111146790d3aa1fcbf084a8e6c247e15e0f9a4083dbd

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.7.0-cp312-cp312-musllinux_1_2_x86_64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.7.0-cp312-cp312-musllinux_1_2_x86_64.whl
Algorithm Hash digest
SHA256 455848de9c90ea71818e4d30260c70f1638681cedccccdc8d95e921182da9824
MD5 9d2d4827210f43709f21dc7ea4d1e807
BLAKE2b-256 8036e92ab04ee8cb19b4de97e181399e2193c60304b10b9b409942a1a582c0c1

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.7.0-cp312-cp312-musllinux_1_2_aarch64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.7.0-cp312-cp312-musllinux_1_2_aarch64.whl
Algorithm Hash digest
SHA256 a48ef1bc3cb14fce3fe0947e2f000992aac3528ac5700020290ad9a10f3362c9
MD5 2492beae39e2656647357014bad094f7
BLAKE2b-256 8bbe082778f168f845bb0eee38f8a6ab7dc31cfbe3507bf0e6ab45300518dfc1

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.7.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.7.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 91e91365bc80d7121ee035dfaa6d5aa397b70b1dafcca0175558daa366b606fb
MD5 9f201399eb081bdf920cf922c4c448bf
BLAKE2b-256 627e93ea8d3776e27c95513772c7588c4b6f874139288acbb50b591c1e4f3766

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.7.0-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.7.0-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm Hash digest
SHA256 f0631122cb70d1deeb78c067b9d78da01cacb7322ddd8555c6b2fd7dcfea119b
MD5 56404d5348d82be97b2c58aec9101625
BLAKE2b-256 d29f65482a406cdbca6be6703c56646a15946e0859fef9c098a8580591679d0b

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.7.0-cp312-cp312-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.7.0-cp312-cp312-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 985d2fc2db7748c1786bff548122df017c61b3f68e69468bb5e086b0815da414
MD5 26bc7bbd9b622d767f4500b068ff11b0
BLAKE2b-256 1698836786feda4ea1e6ac0ad724695e628ed26b6680917357a3166b032e833e

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.7.0-cp312-cp312-macosx_10_13_x86_64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.7.0-cp312-cp312-macosx_10_13_x86_64.whl
Algorithm Hash digest
SHA256 5045855ae78ac44cea8123c3d4263b71b6924a1f0197863debade08ffd810054
MD5 c671414b77a8750fcadf568c3984f846
BLAKE2b-256 0d5fc44e6104b79a8d05a2ec1c3116748557fc6d72e46a28ab773960f0ccac21

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.7.0-cp312-cp312-macosx_10_13_universal2.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.7.0-cp312-cp312-macosx_10_13_universal2.whl
Algorithm Hash digest
SHA256 e873f274efd4e47bba78df8840f5c77fa325b66ffa4926f8a52f4df4cb35ee9e
MD5 d56bd6d3b9d28824c2f65fca85a7556a
BLAKE2b-256 89b1512752376e6e1cecb22ceea944b590b2fd51142ed61715e416aa2b592735

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.7.0-cp311-cp311-win_arm64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.7.0-cp311-cp311-win_arm64.whl
Algorithm Hash digest
SHA256 13e8dfd8ee459d3f2e870c881a0ff40a2f7082a2a22429f841ddab99b155b5d3
MD5 e55fa8beef88c21f17ec00162d217eb7
BLAKE2b-256 489ff77fc76a9b178271cb3d3ddd31f6f00fa79d4faa9262a4ca6250c4efaab1

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.7.0-cp311-cp311-win_amd64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.7.0-cp311-cp311-win_amd64.whl
Algorithm Hash digest
SHA256 6d0e0483b0b1e084f9b7fde78fde5cf3a19d14f9616ce1d560f557ab8367ba0a
MD5 f5de21cae2833fa7fc9ede0d1734c247
BLAKE2b-256 b4627078963fa51f3a0b734f94c70a2fdba7ca0cca3f6de2dc0089f3ec45358c

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.7.0-cp311-cp311-musllinux_1_2_x86_64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.7.0-cp311-cp311-musllinux_1_2_x86_64.whl
Algorithm Hash digest
SHA256 1f44e2df788d3f56018b3b39ea4c7bbebd804b2caa1c75afff035d373561bfb4
MD5 181d7d8f15d639bbddac22d59c7fef04
BLAKE2b-256 0c625d2659e1a5fd20005b4a7af3576a1e6f370820a2bc4e41caa9b3bfc7504d

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.7.0-cp311-cp311-musllinux_1_2_aarch64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.7.0-cp311-cp311-musllinux_1_2_aarch64.whl
Algorithm Hash digest
SHA256 df0f154afaf68227d7d0444130ba24a7ebdbe43a09a225e28f0cca9ad4338b2f
MD5 25aae6c77359dc7801ca79f17b2af8e8
BLAKE2b-256 799e7d0f9c2eec9b8266b17486d64fe7cf33fdb18eaeba2a2165b28c5fe9e01b

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.7.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.7.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 0ad517a1f61a68da63f9b872d9ce7e1412b2219869c2cb9a0914cf35424935fe
MD5 ac2ffc05cbed4e3e8b7346c00338a2da
BLAKE2b-256 8cbc752dc42beba4438aebe9ade3112b5bd92fc3821ee93109635a751ce14f21

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.7.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.7.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm Hash digest
SHA256 ddd98befbb155bf646619b39f6cdf039e701022762b0fca625fe048458bd58bd
MD5 a87bc2cff88e52773d623b14300eaab4
BLAKE2b-256 f224d26d8063afc918203edc5463426a80afb3b3d952c23fe5e9d6c437504f02

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.7.0-cp311-cp311-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.7.0-cp311-cp311-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 ff2cea3d6cecde2b4eab6db817240bb2880b049f0d69a7380efd116b9c431fd9
MD5 9dc2d2db741410ac885889a9b86a7a34
BLAKE2b-256 af9dc67315d78caaca0161031ae14b2213badc382ca333bbfa34836d49c14788

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.7.0-cp311-cp311-macosx_10_9_x86_64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.7.0-cp311-cp311-macosx_10_9_x86_64.whl
Algorithm Hash digest
SHA256 3f152b486f87b1dc6f57e12fbb4ab8ebde0b8c811a5737dfcf6dbacd99ddefd8
MD5 1f79001899cb58d5a7e49c6ae0d26dd8
BLAKE2b-256 33d5fa8b228acf9c31b2bf8dc4a54793d091324ceb320de9a392ed99182c03ad

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.7.0-cp311-cp311-macosx_10_9_universal2.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.7.0-cp311-cp311-macosx_10_9_universal2.whl
Algorithm Hash digest
SHA256 dda52ea13b783f30ccd863fede17bb53a4c8fb8dba4e1c5496591c07a928ecf9
MD5 7ae1256614589dbbdb4173daa2cc1cae
BLAKE2b-256 fb41899f08c684a66f0defe2b3b0ed58810b2c6804de1a036b3eb2182b554b76

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.7.0-cp310-cp310-win_arm64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.7.0-cp310-cp310-win_arm64.whl
Algorithm Hash digest
SHA256 3821217f62b287f9e5fb126cba57d03769acfd7cc2a1ad5eb7df5b2190cb83fa
MD5 18f234c642b33594356162415d4f7925
BLAKE2b-256 394a58fa8ef025794dc760673249186e6d8a9ad45286da654c7b1e8fd49cf852

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.7.0-cp310-cp310-win_amd64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.7.0-cp310-cp310-win_amd64.whl
Algorithm Hash digest
SHA256 dff8765d9ed4d8342516ffc327f1bfb461e0b24683f48fd70fde2252bf24f9e1
MD5 5886e61fe9f1ae0c4215e71f7b053e51
BLAKE2b-256 c80df2cdc4819b153bf227ebbae63f71a646cc5807f834eaf3ed947b07de34bd

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.7.0-cp310-cp310-musllinux_1_2_x86_64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.7.0-cp310-cp310-musllinux_1_2_x86_64.whl
Algorithm Hash digest
SHA256 fc5b75f64d43d181e4204fc14a0115a3f23b07ee1cf88e362bdabb62e001c301
MD5 034ddac858767c332e5a3a19cbda0bc9
BLAKE2b-256 8df314d4ccb7d9fa3ab5e72417c00e4b6da9c2595c2b89166c963d02991b7aa5

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.7.0-cp310-cp310-musllinux_1_2_aarch64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.7.0-cp310-cp310-musllinux_1_2_aarch64.whl
Algorithm Hash digest
SHA256 f1242861fff84d294bcb3274c158d72f44b4b5c97f6538ab0e49cbc134c06796
MD5 28e6b52f35bd56d8baafb332c4b0144b
BLAKE2b-256 c6314393614e26fbb486f36384a838f522395c8ec69ace63e42dc30651b4e359

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.7.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.7.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 68eabed68246b080f5a943c43f2cce2cf6240e1bcfa4e5661a93ee7b5d910175
MD5 85f190f14ffebbb6e50d023b20601674
BLAKE2b-256 f18b2ee05a0157a77eb754a7eeaea5ae8ba894120771cc3b5331b5f735f01527

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.7.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.7.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm Hash digest
SHA256 410a4569b3090dc1345648c82205ebd4ed16ae5677bf667fdb3e2e13fe11ea97
MD5 50e0fa358b520b7d0bf10d75bb5b2d9e
BLAKE2b-256 6d45956d23aa8e26fcc8232e3a88c260d60cf8a9051a618f41e31fe1ed2d2ffe

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.7.0-cp310-cp310-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.7.0-cp310-cp310-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 c9d2c3e57a38700b369db928e76ffa0a026f2f296c80028388c279b4982fcc45
MD5 0d0db6685773d8d7d3fff0e3f9b85c54
BLAKE2b-256 8661255291641f3ee941c2be034bb3c8be1ae2c2f28defef7c2549f2e4f86e67

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.7.0-cp310-cp310-macosx_10_9_x86_64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.7.0-cp310-cp310-macosx_10_9_x86_64.whl
Algorithm Hash digest
SHA256 6109a743e2187632e24ba9596fda920afac1080a03472db08aaf4af7f89c0cb5
MD5 f40c3df9589bfdd26b89718e286787db
BLAKE2b-256 79f91408b97ae1ce8b11319a6ad678caaeaebee90989c76b95027d9e327a5392

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.7.0-cp310-cp310-macosx_10_9_universal2.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.7.0-cp310-cp310-macosx_10_9_universal2.whl
Algorithm Hash digest
SHA256 2211e82c79e26becd4df46018463627c41acd019afde04311cd80ec711c79c1a
MD5 9a1d0af75256c8b90ff4285377a44020
BLAKE2b-256 21f919b94ba3fd70e957e193d6ae07ebc8f6df41d17048567d32699484523757

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.7.0-cp39-cp39-win_arm64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.7.0-cp39-cp39-win_arm64.whl
Algorithm Hash digest
SHA256 621ab78146930631f554c48af876f0abd0f1a9f6a39feee6ebed7427e0fd3aee
MD5 8ba652e664f19ad6245708501bcf071a
BLAKE2b-256 e696bc01c3cdb2d0a72e9e80288a2ae0d52a0cdd7de9fa75e93cb6efebdd211f

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.7.0-cp39-cp39-win_amd64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.7.0-cp39-cp39-win_amd64.whl
Algorithm Hash digest
SHA256 b5c2f71200e2b0bf2aa991fb14eb75a79a1aac00803dfee253bbaff98bbaae08
MD5 fc559106dd7ed84aaec359b409366729
BLAKE2b-256 6a6678d1e744776fdc6935ef46626baa3ccabdb501fd8c521c744625d268bb84

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.7.0-cp39-cp39-musllinux_1_2_x86_64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.7.0-cp39-cp39-musllinux_1_2_x86_64.whl
Algorithm Hash digest
SHA256 24fbc8b7939c6c09a4b1351df95668094cbf88613610268c87181a079ebdf65e
MD5 1b3d8578e4e9338ab0a1320c3519081b
BLAKE2b-256 30cce1128463d6069e7625d83c57454008cd943171ca218fb94b0acc314d00cc

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.7.0-cp39-cp39-musllinux_1_2_aarch64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.7.0-cp39-cp39-musllinux_1_2_aarch64.whl
Algorithm Hash digest
SHA256 22c9a727579c8032b310144f782c2ff3c1a65a6538f6ef8f4e88cc43f828c45d
MD5 5fe823dc008f9eeaa6f76fd5ca41f043
BLAKE2b-256 05d7a8282589cf54e763ca977ec639358f0560dbc113c5a2bdd68a6f4c3ffe43

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.7.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.7.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 eff1f53d3dfa40c6b25512b23223703853a25f24359563e6078e0cacd7eb8268
MD5 fe9293a291dd06b2b69f7a18634b18d8
BLAKE2b-256 fda536245cdea179bc02cb8ca57e5c637d2b2e3a22bbc4507568eb70c765c773

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.7.0-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.7.0-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm Hash digest
SHA256 1d58b0c057e3b9e907a9b9af6c190fe5b9862c59a6cabfca3787252e0f2f8eb4
MD5 553b3f0d0d02c6f9d93dc928f4da315e
BLAKE2b-256 21bdc58d1a06e88c70329bb4301f28c5d925b9a8f5672e395e8e54bbc09d6c8c

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.7.0-cp39-cp39-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.7.0-cp39-cp39-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 8f16e8a29d41452f69e8440851dd3ac0ea109dfad332b574f97eafbfd39deed8
MD5 918d9ad207509432bcbb952954196af1
BLAKE2b-256 ded2e4b88b572a97b0c443aa60f8838a8d8b52b905af359b53586cca4c40d866

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.7.0-cp39-cp39-macosx_10_9_x86_64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.7.0-cp39-cp39-macosx_10_9_x86_64.whl
Algorithm Hash digest
SHA256 d4f01d86051aaa462830429b78dc2e2bfa8d01394fa0a99ef7d33f02b5475433
MD5 2e5853c48bbb2cbb6950985a193fc81d
BLAKE2b-256 298a12802052f36d5050083873d4aa2a483d8549af31f25bb8183ec91b651410

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.7.0-cp39-cp39-macosx_10_9_universal2.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.7.0-cp39-cp39-macosx_10_9_universal2.whl
Algorithm Hash digest
SHA256 7732bd42830d8df22bddabb90f409cf6f1faa6ff0202680d5e17b549e439be0b
MD5 a9915170c8efc287970ffa4f923dd0a4
BLAKE2b-256 1a0df3ba8f670bc9814fbd5f03ea1774163b27ea380cfba6d54a175a151f824d

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.7.0-cp38-cp38-win_amd64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.7.0-cp38-cp38-win_amd64.whl
Algorithm Hash digest
SHA256 06e714593019d2f36c6369a9ffa5a87fd6a0cb44d99da11f39e265e8a5e2d121
MD5 09478e6867a9b0b7bdc52e0b0593cb8a
BLAKE2b-256 ab0fbf5ba3f59964902881b0e267e66cdc8c4a719609d902d8a5789632e2c2cd

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.7.0-cp38-cp38-musllinux_1_2_x86_64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.7.0-cp38-cp38-musllinux_1_2_x86_64.whl
Algorithm Hash digest
SHA256 f444d069de7bf11d5475a138bbd6f1a8eeefeb0ba1045b3ff1a5d6f24a7ef68a
MD5 5347df81e74be4009c4b6fcbb7f3e0e7
BLAKE2b-256 0abd956cd66cf3f01099ce75e88e69ea6ab6600bd1f55fc786b14a90792361a1

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.7.0-cp38-cp38-musllinux_1_2_aarch64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.7.0-cp38-cp38-musllinux_1_2_aarch64.whl
Algorithm Hash digest
SHA256 92ebb6a4b0f9c7c4f07237247922437d5ff65a1fd3f5cc3912150fc55eca600e
MD5 7bfce4855b31575318ab350681adfc3c
BLAKE2b-256 62a32e55f7bc3ca9556c663a240382ba800cd8478e95beb236f2d32ce9d5422a

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.7.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.7.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 394ff4ae03f0d33a407df45c0865bb5d67267939e3096629efab145687062131
MD5 0fabf705e2c7cedbc91412efff649911
BLAKE2b-256 d8c98590458b737c0408ad47168e00759b3502f22375b4c0b21c530e61f33261

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.7.0-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.7.0-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm Hash digest
SHA256 f63b3181f0a3e03124e24c2e000a0bd93a1e82598525dbb84d1b0affed1f449b
MD5 6f2bf827072fbcacd7d4c838bc9fea7e
BLAKE2b-256 38e72f6c563ffa15450e57067c2b623226906434bba991f5b4c2812b181f7c63

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.7.0-cp38-cp38-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.7.0-cp38-cp38-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 ac2f9bdde1be59465be37b04fe7171be1690945dacbbcb135ede1a2c0be26271
MD5 15a685d5df6d4c5937ab7c97645a0582
BLAKE2b-256 c2a1edca21b6087548832749fbfd6e0389fa749ea335664ea874990468790ec2

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.7.0-cp38-cp38-macosx_10_9_x86_64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.7.0-cp38-cp38-macosx_10_9_x86_64.whl
Algorithm Hash digest
SHA256 0f9150addb20e0ef6e790eadf00bffb18f4825a715e8d19e2957686a789d9d2a
MD5 027bbed2b00cabc6ad17310a901061a4
BLAKE2b-256 de7dc2f0f6d7e0e98aa52a33da13a07704fa7857d9bc0e3c7990d70c246a5fb2

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.7.0-cp38-cp38-macosx_10_9_universal2.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.7.0-cp38-cp38-macosx_10_9_universal2.whl
Algorithm Hash digest
SHA256 ffe5c35e9b35595b410c3b2124f382c9bc222632f8854264c65b3b8d135a72b5
MD5 2438aa4c1944dc6e0f0c305bfadcd0ae
BLAKE2b-256 940305c4b2ad46cae283db4610c9c1d03bb19a6c580e3f6bcb6fd79840504a42

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