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-4.6.0.tar.gz (344.8 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-4.6.0-pp310-pypy310_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (542.0 kB view details)

Uploaded PyPymanylinux: glibc 2.17+ x86-64

cryosparc_tools-4.6.0-pp310-pypy310_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl (533.1 kB view details)

Uploaded PyPymanylinux: glibc 2.17+ ARM64

cryosparc_tools-4.6.0-pp39-pypy39_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (541.7 kB view details)

Uploaded PyPymanylinux: glibc 2.17+ x86-64

cryosparc_tools-4.6.0-pp39-pypy39_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl (532.6 kB view details)

Uploaded PyPymanylinux: glibc 2.17+ ARM64

cryosparc_tools-4.6.0-pp38-pypy38_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (543.2 kB view details)

Uploaded PyPymanylinux: glibc 2.17+ x86-64

cryosparc_tools-4.6.0-pp38-pypy38_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl (533.4 kB view details)

Uploaded PyPymanylinux: glibc 2.17+ ARM64

cryosparc_tools-4.6.0-pp37-pypy37_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (543.8 kB view details)

Uploaded PyPymanylinux: glibc 2.17+ x86-64

cryosparc_tools-4.6.0-pp37-pypy37_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl (533.7 kB view details)

Uploaded PyPymanylinux: glibc 2.17+ ARM64

cryosparc_tools-4.6.0-cp313-cp313-win_arm64.whl (469.8 kB view details)

Uploaded CPython 3.13Windows ARM64

cryosparc_tools-4.6.0-cp313-cp313-win_amd64.whl (490.3 kB view details)

Uploaded CPython 3.13Windows x86-64

cryosparc_tools-4.6.0-cp313-cp313-musllinux_1_2_x86_64.whl (1.5 MB view details)

Uploaded CPython 3.13musllinux: musl 1.2+ x86-64

cryosparc_tools-4.6.0-cp313-cp313-musllinux_1_2_aarch64.whl (1.4 MB view details)

Uploaded CPython 3.13musllinux: musl 1.2+ ARM64

cryosparc_tools-4.6.0-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-4.6.0-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl (1.4 MB view details)

Uploaded CPython 3.13manylinux: glibc 2.17+ ARM64

cryosparc_tools-4.6.0-cp313-cp313-macosx_11_0_arm64.whl (533.1 kB view details)

Uploaded CPython 3.13macOS 11.0+ ARM64

cryosparc_tools-4.6.0-cp313-cp313-macosx_10_13_x86_64.whl (554.7 kB view details)

Uploaded CPython 3.13macOS 10.13+ x86-64

cryosparc_tools-4.6.0-cp313-cp313-macosx_10_13_universal2.whl (723.6 kB view details)

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

cryosparc_tools-4.6.0-cp312-cp312-win_arm64.whl (470.1 kB view details)

Uploaded CPython 3.12Windows ARM64

cryosparc_tools-4.6.0-cp312-cp312-win_amd64.whl (491.3 kB view details)

Uploaded CPython 3.12Windows x86-64

cryosparc_tools-4.6.0-cp312-cp312-musllinux_1_2_x86_64.whl (1.5 MB view details)

Uploaded CPython 3.12musllinux: musl 1.2+ x86-64

cryosparc_tools-4.6.0-cp312-cp312-musllinux_1_2_aarch64.whl (1.4 MB view details)

Uploaded CPython 3.12musllinux: musl 1.2+ ARM64

cryosparc_tools-4.6.0-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-4.6.0-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl (1.4 MB view details)

Uploaded CPython 3.12manylinux: glibc 2.17+ ARM64

cryosparc_tools-4.6.0-cp312-cp312-macosx_11_0_arm64.whl (533.8 kB view details)

Uploaded CPython 3.12macOS 11.0+ ARM64

cryosparc_tools-4.6.0-cp312-cp312-macosx_10_9_x86_64.whl (555.3 kB view details)

Uploaded CPython 3.12macOS 10.9+ x86-64

cryosparc_tools-4.6.0-cp312-cp312-macosx_10_9_universal2.whl (724.7 kB view details)

Uploaded CPython 3.12macOS 10.9+ universal2 (ARM64, x86-64)

cryosparc_tools-4.6.0-cp311-cp311-win_arm64.whl (470.2 kB view details)

Uploaded CPython 3.11Windows ARM64

cryosparc_tools-4.6.0-cp311-cp311-win_amd64.whl (489.7 kB view details)

Uploaded CPython 3.11Windows x86-64

cryosparc_tools-4.6.0-cp311-cp311-musllinux_1_2_x86_64.whl (1.5 MB view details)

Uploaded CPython 3.11musllinux: musl 1.2+ x86-64

cryosparc_tools-4.6.0-cp311-cp311-musllinux_1_2_aarch64.whl (1.4 MB view details)

Uploaded CPython 3.11musllinux: musl 1.2+ ARM64

cryosparc_tools-4.6.0-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-4.6.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl (1.4 MB view details)

Uploaded CPython 3.11manylinux: glibc 2.17+ ARM64

cryosparc_tools-4.6.0-cp311-cp311-macosx_11_0_arm64.whl (532.4 kB view details)

Uploaded CPython 3.11macOS 11.0+ ARM64

cryosparc_tools-4.6.0-cp311-cp311-macosx_10_9_x86_64.whl (553.9 kB view details)

Uploaded CPython 3.11macOS 10.9+ x86-64

cryosparc_tools-4.6.0-cp311-cp311-macosx_10_9_universal2.whl (722.2 kB view details)

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

cryosparc_tools-4.6.0-cp310-cp310-win_arm64.whl (469.5 kB view details)

Uploaded CPython 3.10Windows ARM64

cryosparc_tools-4.6.0-cp310-cp310-win_amd64.whl (489.1 kB view details)

Uploaded CPython 3.10Windows x86-64

cryosparc_tools-4.6.0-cp310-cp310-musllinux_1_2_x86_64.whl (1.4 MB view details)

Uploaded CPython 3.10musllinux: musl 1.2+ x86-64

cryosparc_tools-4.6.0-cp310-cp310-musllinux_1_2_aarch64.whl (1.4 MB view details)

Uploaded CPython 3.10musllinux: musl 1.2+ ARM64

cryosparc_tools-4.6.0-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-4.6.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl (1.4 MB view details)

Uploaded CPython 3.10manylinux: glibc 2.17+ ARM64

cryosparc_tools-4.6.0-cp310-cp310-macosx_11_0_arm64.whl (531.1 kB view details)

Uploaded CPython 3.10macOS 11.0+ ARM64

cryosparc_tools-4.6.0-cp310-cp310-macosx_10_9_x86_64.whl (552.4 kB view details)

Uploaded CPython 3.10macOS 10.9+ x86-64

cryosparc_tools-4.6.0-cp310-cp310-macosx_10_9_universal2.whl (719.6 kB view details)

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

cryosparc_tools-4.6.0-cp39-cp39-win_arm64.whl (470.0 kB view details)

Uploaded CPython 3.9Windows ARM64

cryosparc_tools-4.6.0-cp39-cp39-win_amd64.whl (489.7 kB view details)

Uploaded CPython 3.9Windows x86-64

cryosparc_tools-4.6.0-cp39-cp39-musllinux_1_2_x86_64.whl (1.4 MB view details)

Uploaded CPython 3.9musllinux: musl 1.2+ x86-64

cryosparc_tools-4.6.0-cp39-cp39-musllinux_1_2_aarch64.whl (1.4 MB view details)

Uploaded CPython 3.9musllinux: musl 1.2+ ARM64

cryosparc_tools-4.6.0-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-4.6.0-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl (1.4 MB view details)

Uploaded CPython 3.9manylinux: glibc 2.17+ ARM64

cryosparc_tools-4.6.0-cp39-cp39-macosx_11_0_arm64.whl (531.7 kB view details)

Uploaded CPython 3.9macOS 11.0+ ARM64

cryosparc_tools-4.6.0-cp39-cp39-macosx_10_9_x86_64.whl (553.0 kB view details)

Uploaded CPython 3.9macOS 10.9+ x86-64

cryosparc_tools-4.6.0-cp39-cp39-macosx_10_9_universal2.whl (720.7 kB view details)

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

cryosparc_tools-4.6.0-cp38-cp38-win_amd64.whl (490.8 kB view details)

Uploaded CPython 3.8Windows x86-64

cryosparc_tools-4.6.0-cp38-cp38-musllinux_1_2_x86_64.whl (1.4 MB view details)

Uploaded CPython 3.8musllinux: musl 1.2+ x86-64

cryosparc_tools-4.6.0-cp38-cp38-musllinux_1_2_aarch64.whl (1.4 MB view details)

Uploaded CPython 3.8musllinux: musl 1.2+ ARM64

cryosparc_tools-4.6.0-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-4.6.0-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl (1.4 MB view details)

Uploaded CPython 3.8manylinux: glibc 2.17+ ARM64

cryosparc_tools-4.6.0-cp38-cp38-macosx_11_0_arm64.whl (530.8 kB view details)

Uploaded CPython 3.8macOS 11.0+ ARM64

cryosparc_tools-4.6.0-cp38-cp38-macosx_10_9_x86_64.whl (551.6 kB view details)

Uploaded CPython 3.8macOS 10.9+ x86-64

cryosparc_tools-4.6.0-cp38-cp38-macosx_10_9_universal2.whl (718.5 kB view details)

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

cryosparc_tools-4.6.0-cp37-cp37m-win_amd64.whl (489.2 kB view details)

Uploaded CPython 3.7mWindows x86-64

cryosparc_tools-4.6.0-cp37-cp37m-musllinux_1_2_x86_64.whl (1.4 MB view details)

Uploaded CPython 3.7mmusllinux: musl 1.2+ x86-64

cryosparc_tools-4.6.0-cp37-cp37m-musllinux_1_2_aarch64.whl (1.3 MB view details)

Uploaded CPython 3.7mmusllinux: musl 1.2+ ARM64

cryosparc_tools-4.6.0-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (1.4 MB view details)

Uploaded CPython 3.7mmanylinux: glibc 2.17+ x86-64

cryosparc_tools-4.6.0-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl (1.3 MB view details)

Uploaded CPython 3.7mmanylinux: glibc 2.17+ ARM64

cryosparc_tools-4.6.0-cp37-cp37m-macosx_10_9_x86_64.whl (551.2 kB view details)

Uploaded CPython 3.7mmacOS 10.9+ x86-64

File details

Details for the file cryosparc-tools-4.6.0.tar.gz.

File metadata

  • Download URL: cryosparc-tools-4.6.0.tar.gz
  • Upload date:
  • Size: 344.8 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/5.1.1 CPython/3.10.14

File hashes

Hashes for cryosparc-tools-4.6.0.tar.gz
Algorithm Hash digest
SHA256 b6865ad66f2ec3029d9cd8505a84a3bc37e86fc963738714b2db8438355f6902
MD5 a05cc7d9fb44c7fa05bbf9d87a1e66a3
BLAKE2b-256 68b2d46fe49b3f3ac87f3519dc178996d9defb1b73c8c9ba5a95c39c52c56b06

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.6.0-pp310-pypy310_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.6.0-pp310-pypy310_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 47d3079287196b22a2e68d716aa9f98d925aa85a6e61ab56f4a1421ae30c6a01
MD5 9a3a298f2f7e8bd71bc623b8ec37ca07
BLAKE2b-256 9479e0ed4ba0d94615074c49bf86ca35193c13145b0f94e7c01ee7ecbb07ec96

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.6.0-pp310-pypy310_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.6.0-pp310-pypy310_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm Hash digest
SHA256 d5f1f294b5b5ad6aabbeab9332fcc3eebbe4c710786d368564d20b29b2fe1ef3
MD5 a19adc0d88cfd78387dc3e24d1412a6c
BLAKE2b-256 3ce7ff834c28dca3bd27d6923bc58937da0d41677c2a9f526f64ba62c2508dab

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.6.0-pp39-pypy39_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.6.0-pp39-pypy39_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 91f8a6ccf33bddca8758164f10d0c331f8de92e35f772fcd7804ec211c72f81a
MD5 ce1d824b15ae5ee3e9cc456708722c85
BLAKE2b-256 36d94b920f2a1330afe9a2fd84b8006843a690deaa0a549ba12d4d55150f3bb5

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.6.0-pp39-pypy39_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.6.0-pp39-pypy39_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm Hash digest
SHA256 a74707bd33b47cad58079ae2b255f2a0f9f966cfdd6430810f1f8d0b91920c85
MD5 3aae1c9eeeb255e305b754d6f420f339
BLAKE2b-256 87518bc50ae2afade895d929f1370f0ca0ed64bfa3d6329822d8438eee41e698

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.6.0-pp38-pypy38_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.6.0-pp38-pypy38_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 d6b493f6566d6667cf773304b866fd3ff51c1210c955baf29d89c510b3488454
MD5 b03d8a8713efe49d2a573d929f2b3da6
BLAKE2b-256 190210cb2a9036a81d844f9b57ea9e0fb5554db1fe6b3f6f0528b1e8988579d9

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.6.0-pp38-pypy38_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.6.0-pp38-pypy38_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm Hash digest
SHA256 1843e734d806ba8670cbf2ab0b6dd836dd076986bfd61c1535b97f34fb9e6aaf
MD5 fe293a1243a58b4e77a2b4b1094fd9ce
BLAKE2b-256 36fd0a73aa83fbe0f963467d99bfb7572a452cd450d5b7783e61eff0c347b0b5

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.6.0-pp37-pypy37_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.6.0-pp37-pypy37_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 850304581109367d2e62cd7fdba4fdc034bd177aac31c0d8737f4e39f2bab088
MD5 2f270f4883496e2bf317282a1dbf5057
BLAKE2b-256 2090dd02cfff65effed5e3136214f70ffc1728a1511c29d008471119a5443e52

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.6.0-pp37-pypy37_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.6.0-pp37-pypy37_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm Hash digest
SHA256 254b8de678cf0fe5ffb8aa559a7bd571789f642e23f5ca79ce9010ebf24d2146
MD5 cbe967baf55fd9e9d634b5d9c0dc4a18
BLAKE2b-256 72959ab4e5186006398314afb8fce34361323c279482247d54ad7bb8af70b992

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.6.0-cp313-cp313-win_arm64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.6.0-cp313-cp313-win_arm64.whl
Algorithm Hash digest
SHA256 7d412d4cd04cda7c2ed09043a3fa9d319076a411a05a6d81e9ee765a53a8776f
MD5 18974359f67fa05529d9f8f2f8f87357
BLAKE2b-256 5ee4810db2aaaebce6739921b1d792a5855f0f8c34b77b7ea73edd5c3a59eb6d

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.6.0-cp313-cp313-win_amd64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.6.0-cp313-cp313-win_amd64.whl
Algorithm Hash digest
SHA256 27f724ed8bcfb856b16ef9afc02c8e4710018dcb568bb5e1b0019af1c923e557
MD5 89b78cb6a0496fd16886730c3765d017
BLAKE2b-256 268d84ad58bf10b0f40bf3d1263d6de6b53ad2b3e7dfdb798ab0e36977f1484e

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.6.0-cp313-cp313-musllinux_1_2_x86_64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.6.0-cp313-cp313-musllinux_1_2_x86_64.whl
Algorithm Hash digest
SHA256 8859f7b69549312fe6cd8f45fcb79e2c41cc8a2a56c83d9e1cc44f57af24471c
MD5 13c15fb2f5cde1182b93da4efa3d530b
BLAKE2b-256 347c00555f0ba326872fce9ce640ce35ff3300c684d8d622c23d06a8a358b576

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.6.0-cp313-cp313-musllinux_1_2_aarch64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.6.0-cp313-cp313-musllinux_1_2_aarch64.whl
Algorithm Hash digest
SHA256 cb255219ba16c490d3b0ebd1e3c16effd57bae1ed5bfb6c5146ef126f428170c
MD5 656b30e73ecdbf35898ab1a8ccfff5c8
BLAKE2b-256 834b665bd71283a97d7651d0eff68efc3950e116d2386f340687a2cf15c4f1c2

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.6.0-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.6.0-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 010c3721b8c92ed6bbd623b13bb02dec9b0197ca53fbe892313b1380e79845af
MD5 0e6053965fa30d7d8479860409a23323
BLAKE2b-256 1a945c03cca6f738055902f804cbc84919cf3c2a64c5067d870d3891f623f06d

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.6.0-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.6.0-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm Hash digest
SHA256 a992aaf8b4bfcb6254842fc1b2b3affded248cc01f01b5a23a4a1015739fb815
MD5 ac92b6705e37a09fca88c05073005b4a
BLAKE2b-256 b6a70eef3485fdb43258bce13dfa4a26cb2519276c196e4f793fa8fc3089babf

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.6.0-cp313-cp313-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.6.0-cp313-cp313-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 b2f7b54f60bcf04ee6418711ab2c32f0ff7d44e7b2a4c9d31e490eab75a047a5
MD5 0494180ab5bd145d5bd78cbd68859082
BLAKE2b-256 92102aae605b1a1c64a132ec40c22b1aac714dccc706dcfa07f7edbe584e7c47

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.6.0-cp313-cp313-macosx_10_13_x86_64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.6.0-cp313-cp313-macosx_10_13_x86_64.whl
Algorithm Hash digest
SHA256 8946ba01e65df10186357003296e7416b34ef646a0cd028d5dc1255ebd730ce5
MD5 9c10933fbbfd78715dfa617b0662bede
BLAKE2b-256 57e9266f99dc931751f0edf150c06163ca5027d366a966b8c8f58afea90ed7c1

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.6.0-cp313-cp313-macosx_10_13_universal2.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.6.0-cp313-cp313-macosx_10_13_universal2.whl
Algorithm Hash digest
SHA256 38e07e0a40625fdf725842c5393d4a28e139357cf1463bed7b6a5d02cd1e7d0b
MD5 6338c659dfee7ec347d3b1b2b7326a86
BLAKE2b-256 47d45e1c44a2832c1bdd5db2e26931207ebfb32c077785d5ba282b266ded481e

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.6.0-cp312-cp312-win_arm64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.6.0-cp312-cp312-win_arm64.whl
Algorithm Hash digest
SHA256 4e955f793c0d28afba2b68fc7556936f64490871df330ecd37b922db48ee512e
MD5 d33b2837ff7ec0d3d82c2063f5aa0add
BLAKE2b-256 fe0b78c6d1412310444a67237f79805cd42762d1fa88a3f0406ba1002b8a83cb

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.6.0-cp312-cp312-win_amd64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.6.0-cp312-cp312-win_amd64.whl
Algorithm Hash digest
SHA256 444b3e5dfeee7e265e582b2cc9974de31ce2518faed218490e38ac5d1d186f29
MD5 8c0fa12e309633852c4cc64dc4bb0d07
BLAKE2b-256 8a147d4b9fca05fc315fc58b31aa073721e8c87543bc2d24a29089547d317660

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.6.0-cp312-cp312-musllinux_1_2_x86_64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.6.0-cp312-cp312-musllinux_1_2_x86_64.whl
Algorithm Hash digest
SHA256 91fde3c37e5b9b11227928f31c635495cbf3ff3ba96badaae0a1064265dfccbc
MD5 92da3bcb4ef9bd70439e10a9b82ed29b
BLAKE2b-256 db5ebcd0bef1e4d32c4f7afbe43ede7a79a761d192b455172ff5c889e356b769

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.6.0-cp312-cp312-musllinux_1_2_aarch64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.6.0-cp312-cp312-musllinux_1_2_aarch64.whl
Algorithm Hash digest
SHA256 517e74ceab7e774af58ac5640997928c11f766e83c1b989cb548357eaf43f019
MD5 16e654bb1aa178d26a006d730211dd85
BLAKE2b-256 c4b203c14fbe7cf9229477e4a86e7dec23b86020244b3b55fea0364df3602d37

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.6.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.6.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 0f6b47b63a53f24f64b11e3a2063b1707fda287053c2b8bcdd6818cb3433af19
MD5 c15dddfc7c13af5dca32f8b8ed18e22a
BLAKE2b-256 9230624eac7c7c5191ca28343da97f56ecd68ebedf448ba33fd4ba97461ac68a

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.6.0-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.6.0-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm Hash digest
SHA256 f93f010209a5b357a74da25fa97589827206c5036c3e6bbda14d96b5c90684ed
MD5 160cfa69aab3028ddc50d1219b5986b1
BLAKE2b-256 d29e493996c5070f5560085f8fd1b6e7702528ef7cec8e8ec4cf1b10626191aa

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.6.0-cp312-cp312-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.6.0-cp312-cp312-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 acc2b1b2485da078131f8c4dfa134177aa3a61bd5f23166b65a5a82065557370
MD5 d91c2c05e56a9aa65c5fc7f775f50694
BLAKE2b-256 1d93ed34cb2d14fa09f5632dddacd1de6a996239da77ad5c62f1c39fc7ecdc44

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.6.0-cp312-cp312-macosx_10_9_x86_64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.6.0-cp312-cp312-macosx_10_9_x86_64.whl
Algorithm Hash digest
SHA256 b80c86cc453445f0eac346869c6ed75aedbbabbdcb9d4c8382416afd85450454
MD5 e6cc1f5d2d6f83d11627ada7d7128fa8
BLAKE2b-256 2c181b5c59604cbf638457287af5065171ae65363d1f234b1dfe275b6174ffc1

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.6.0-cp312-cp312-macosx_10_9_universal2.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.6.0-cp312-cp312-macosx_10_9_universal2.whl
Algorithm Hash digest
SHA256 5b68e65ee473fbc6fb6687c25690facf72a77f508671f890f316c97a2bbcba1f
MD5 b3e659e05ca1196d1c6d039bba8fffd3
BLAKE2b-256 6ea8e36c900ba2b8cd0743f93bf21311a2e5dd060d7a4806b78797119bab4241

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.6.0-cp311-cp311-win_arm64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.6.0-cp311-cp311-win_arm64.whl
Algorithm Hash digest
SHA256 69ad8b10a16f816389a056de51b5e7ea3e3dafdb4381a0d202aed56dabcebcdb
MD5 83316b989fb4e0b7f8f83d891b994f46
BLAKE2b-256 afb10a8d7bfa058c6529a07641215da2a8471dfd0b0e06d14e83f3b3abfd03d3

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.6.0-cp311-cp311-win_amd64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.6.0-cp311-cp311-win_amd64.whl
Algorithm Hash digest
SHA256 81a683a81b3bf39028f421cd4d73cc9692d6ff4fb7ec7856f55b0139144c7977
MD5 3b05b15e4167783abfab78d62255c3ac
BLAKE2b-256 d3e5744d3c0d3457d32d2c48aa4acbb6bedc2846a1f766600f3f6ec4337d0713

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.6.0-cp311-cp311-musllinux_1_2_x86_64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.6.0-cp311-cp311-musllinux_1_2_x86_64.whl
Algorithm Hash digest
SHA256 dcc1df56261df10915d79438f5c4ab207c507e529f1fb1c36b0e034d9a3aa0c0
MD5 141e5110f077d2cdc592a7e1d6241597
BLAKE2b-256 e9f238635f73466a1c7a706434b280c311c8a4c21ee2211ad145146adede741f

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.6.0-cp311-cp311-musllinux_1_2_aarch64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.6.0-cp311-cp311-musllinux_1_2_aarch64.whl
Algorithm Hash digest
SHA256 53295e2c5f2124e4b3cc152169b56be33b896d3e5380ce5c5e23261ad14f4e64
MD5 57922ec7e45a5e68c6600a1f79654bc2
BLAKE2b-256 229907604b896032d79cb62ca1c8f7bb2ad7aeb310882191989984252965b386

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.6.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.6.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 69d055120fcf69da5fdbf042e2d7be94d6247e1223bd1f5e1da009e28ca7bb50
MD5 3a2ad442bda9cae8e3a3f72ccd0e2189
BLAKE2b-256 940432e33c8714254c2a572eac57ad556d51b169e631c65dc9e1e71f766c1dd5

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.6.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.6.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm Hash digest
SHA256 8133225c8277076cd2b48cc1d1c2d86208f87676c2926bc612fe97de031010ed
MD5 76805b97f94ef69a89999eb2098e1fe0
BLAKE2b-256 86286be264204dbafbf3012986203b54a351e68c85bcc83d2c5ea5c72035ef64

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.6.0-cp311-cp311-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.6.0-cp311-cp311-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 8a37da5ecca8daf2a21eb2a3e73c31d3842d8486759eab870861517b56077ffa
MD5 d937c0b7747dccae52a0561b79f60851
BLAKE2b-256 10b41dfc791b0bb46766649a7fb3e8e4acb04e69cf54d3738adf0db8af6c4098

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.6.0-cp311-cp311-macosx_10_9_x86_64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.6.0-cp311-cp311-macosx_10_9_x86_64.whl
Algorithm Hash digest
SHA256 828c87d87cdb7d7561888403f678787ca263f47fae1641c7ce4ded2e23186d9b
MD5 2bc27bd1a4c5c7e5e46b0ca5ecf1b0ff
BLAKE2b-256 95cbb93ef4f1cab6bc5010567f6557b78d645b30cf17cfcc60fb63b53004f967

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.6.0-cp311-cp311-macosx_10_9_universal2.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.6.0-cp311-cp311-macosx_10_9_universal2.whl
Algorithm Hash digest
SHA256 66879b826811ec2fdef187e573f2c30cf4b54d3b773f6972bab402c1a26af2e3
MD5 c16935b99419dcd44ee0ea6cb08d5ac1
BLAKE2b-256 33725e2cdf581d4175d1e43fb9ed240b447007ad0ce5d16619f214fc60c61fcc

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.6.0-cp310-cp310-win_arm64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.6.0-cp310-cp310-win_arm64.whl
Algorithm Hash digest
SHA256 9771d76c0333d9833bed77a5b5723423bf508d594b0400f1be033f09101a95b9
MD5 c5850ecaad9a8ba81ca9bac7eff67dd2
BLAKE2b-256 4daa766b3a9997e868a69e18bbc835412065c3ad708fcc402167ce40752f3df7

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.6.0-cp310-cp310-win_amd64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.6.0-cp310-cp310-win_amd64.whl
Algorithm Hash digest
SHA256 c75e259fcbbc91c5d78103a0f8d116ae478f5c81a3fc70d77f10508a73ba96aa
MD5 2049ee7dcf83fbe71127825cf0a13c23
BLAKE2b-256 ea9660b1a88959701fdc654256a3cbd8b5f5332be8728f18a719dfdf055ac308

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.6.0-cp310-cp310-musllinux_1_2_x86_64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.6.0-cp310-cp310-musllinux_1_2_x86_64.whl
Algorithm Hash digest
SHA256 77ced9bec02f0ce0a4b0bb4f8c92ebed8a15f082aab3dcaab1acd84f06a259db
MD5 74178d8a799cde367564048e378119e5
BLAKE2b-256 375ac1e5a27c61b4060283cb9cf80853aea2dd142f74b4973bf4a931fecb3757

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.6.0-cp310-cp310-musllinux_1_2_aarch64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.6.0-cp310-cp310-musllinux_1_2_aarch64.whl
Algorithm Hash digest
SHA256 164dac94f8d8c837f60c8c83fc217aafa87489527e6499fe35c85f4ee4fc38e5
MD5 03f75ad60492e46f5bd1412306cddf79
BLAKE2b-256 a2c84b3a020b696b52b0487bed0df7f6a98313959d23a40328d633a26756c44b

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.6.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.6.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 c5ed6b521b0099194c48e20f98e0eaaa717dcbeadc7a3d0116cdc3560c139b05
MD5 2d79a7b556bfde8d105c6f7c859c6aeb
BLAKE2b-256 96d177b1acaea91b3bec6d1658ff78d674aeaca7ad887d1708e57937f8cd1448

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.6.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.6.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm Hash digest
SHA256 8a759413302f4420bfa900d08c4b1e0aad0ac4afb4a676a65399b8429bc0b647
MD5 37af521482821abb91354a56246ea9d3
BLAKE2b-256 697288fd4c5a03cd47c36b2fa54ed72396c74b55edc80463b03e1e98fcb3013d

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.6.0-cp310-cp310-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.6.0-cp310-cp310-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 3f765d071f2ac3f7ff7ea61c1d40606c814d77ef91ab39c85ea684fed55bd98c
MD5 02792f1431c34c921614a6f220970eb5
BLAKE2b-256 f1b89e9078a75584c13dda13987606023477efd48c32c105bfdb35ef6bb3b756

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.6.0-cp310-cp310-macosx_10_9_x86_64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.6.0-cp310-cp310-macosx_10_9_x86_64.whl
Algorithm Hash digest
SHA256 c7ddb743f3706d8ad054c0bc9b3eb49c2e945ad31c4cd1267dce9226546dec96
MD5 d5607795337d881d80c77425703aaec6
BLAKE2b-256 4bb72266093f52ae4c60418554c98c942599903851dd5c68bbc3a10299e3fd37

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.6.0-cp310-cp310-macosx_10_9_universal2.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.6.0-cp310-cp310-macosx_10_9_universal2.whl
Algorithm Hash digest
SHA256 44a5f90eea639f489d31b340e7d02b40c9c9bc62bfa7dbe432d5ac31ddcda985
MD5 ce15451919a3585bd1b83b8b90609f06
BLAKE2b-256 810d317903334e30abb8b3d62573c407aaa34da06d4bd68d8ad24ba2c7aa62bb

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.6.0-cp39-cp39-win_arm64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.6.0-cp39-cp39-win_arm64.whl
Algorithm Hash digest
SHA256 6333bc8f0b9767aad50d93605c50ad5923d22c607b39c33d2140a402744add08
MD5 f0a8a5127b1e6bff91168c49ad905bc5
BLAKE2b-256 eb93c504d0641aeb900f86ca62c3f9856d2d63287cf69a18f420d1642afb8e58

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.6.0-cp39-cp39-win_amd64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.6.0-cp39-cp39-win_amd64.whl
Algorithm Hash digest
SHA256 eed4754bf91cd4111b81015f8f0a03e448c194656e418faee2f30ef06768adf0
MD5 61056ad7e57a85e62d00242cdec94a5b
BLAKE2b-256 1418fbd5f6d77311591fb8f0a7ffad8bb4e969675c21510c1064b49ec039b1bd

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.6.0-cp39-cp39-musllinux_1_2_x86_64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.6.0-cp39-cp39-musllinux_1_2_x86_64.whl
Algorithm Hash digest
SHA256 e120115e039d902e2e4e582c161b7690453c265b28b26df58fa1d5bc45b2efcd
MD5 15912e1cb8b8aadc654d71ea2f117a21
BLAKE2b-256 f2dbaa165b2cff7e1e358b5f152e98d507fc2ffda3c84b23419ec1057a253119

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.6.0-cp39-cp39-musllinux_1_2_aarch64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.6.0-cp39-cp39-musllinux_1_2_aarch64.whl
Algorithm Hash digest
SHA256 59fa197ec81e22b3abbcabaf295e17ad2f9251fac911b714279ec5386c7a3386
MD5 9a45f6222885b9bf80d2ce84d5e66bc5
BLAKE2b-256 526d616f366a70fd76dc598361dbce93fc7ad5cfa4b61439c3a3a8b237f56f98

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.6.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.6.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 2bd936a25cc2a30901cb0bece3b4b8818d44a15ea028a372ed8f1fd8ee3d182e
MD5 4b708ab83d881c099648d79afeec4730
BLAKE2b-256 c0651542a2faebdb3adf178e3dd9489eb363744f092dcd1dde9ddd6708080bc4

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.6.0-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.6.0-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm Hash digest
SHA256 55477d87f2717c331d260d1f418ac7d1ca37ff2933d1ec6f15be93c1e885352a
MD5 122dc71fab3bcee1c0625bdf1dbcbb05
BLAKE2b-256 46ed79acf68d751f849be3b419a72d13eff556e025c3ac1a18d5d49129d3feaa

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.6.0-cp39-cp39-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.6.0-cp39-cp39-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 58ed0fe628c528769064769a0868034d4ee10de384135c9fe8ab5cbfa2e5cce9
MD5 e618ecc5aa00fbfa7fcf00ca8eae43dc
BLAKE2b-256 ca62a8f1e604c9c53fa15a22c34692a52314b920d67848c9a41a7e15e7b3a4ac

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.6.0-cp39-cp39-macosx_10_9_x86_64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.6.0-cp39-cp39-macosx_10_9_x86_64.whl
Algorithm Hash digest
SHA256 0c72c23c6a81075657031ee91dc36e19f486995c57844b302a64a6cee086cdf0
MD5 ccd9a81b0c9323b0db3a4f9862d8705a
BLAKE2b-256 404f94caba66d22a097f999df2b21ffdfecc1b23690819e2d18fa2d4966ee21e

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.6.0-cp39-cp39-macosx_10_9_universal2.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.6.0-cp39-cp39-macosx_10_9_universal2.whl
Algorithm Hash digest
SHA256 4e9bf9b990d63e0c38fead9edba4f68ce107925b2b74db4ebb96718a8197222f
MD5 1bab8ab1f7253e2a9a48e971bdbf815e
BLAKE2b-256 cfd9e07ad5a6e10dbdbef1a37b3a39aed67d4f4a48f53dda844ba177ac90b2fe

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.6.0-cp38-cp38-win_amd64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.6.0-cp38-cp38-win_amd64.whl
Algorithm Hash digest
SHA256 0c4179b89865e5fdb8c9c561fbf4de31ab9833c9575ef0adb55aa87879d60343
MD5 f621d6f16b470017eb5cd36722fec015
BLAKE2b-256 0a20174f5ef46dfc11c653b884780b345e4c4bc0f85785fd76b7a78a12cd758a

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.6.0-cp38-cp38-musllinux_1_2_x86_64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.6.0-cp38-cp38-musllinux_1_2_x86_64.whl
Algorithm Hash digest
SHA256 f9bf1abf8ec65598ae0e894063031fa077fcba7ee9ad388d170ec7f39922a491
MD5 574c2e7a8745fc3978c5a0031f00657b
BLAKE2b-256 073488f5f35d3cb984dacbaa07eccef00691c3bfca77946509389ef546feb3e4

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.6.0-cp38-cp38-musllinux_1_2_aarch64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.6.0-cp38-cp38-musllinux_1_2_aarch64.whl
Algorithm Hash digest
SHA256 b957e40f442387b8ba0848f264e962735fd7ef437e4cde37ed7422b241e1f57f
MD5 9bb43742e53908e56d479ccd75b8d0ba
BLAKE2b-256 4fac3fb7c857be60e095ef91fb1f60ad1650357aa17bc2a50281e3ca5a465a5d

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.6.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.6.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 4ab0c241574412751571a9810410b9e16582eef22f48090221c9423548379336
MD5 79dfb3bb728e9d6f477d240fee8440c9
BLAKE2b-256 7e25c9155ab8acdf0333aecbb04bb1abcbb211e1caea61127a78d179d06e1e9b

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.6.0-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.6.0-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm Hash digest
SHA256 3ed0a3dd672f8159b2d347ad3abfdff40e33da4b94e789c19912e317abba4165
MD5 8664e6ce6ff1b2fe6f25a33527a8aa21
BLAKE2b-256 b3569cc7b574f80714c066f2679e6420ef31fa6f343f23f2a80862718f4d93e3

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.6.0-cp38-cp38-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.6.0-cp38-cp38-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 5321bf1f6aa1caf04725f7140b7bccc0dc02b8647c20d021ccae0946285f5307
MD5 e9ffb662f91790900f8236c9bfac6c82
BLAKE2b-256 06fd6eef22704bc5925d982e072e1e61c2505aef17bf814ae491d02875039325

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.6.0-cp38-cp38-macosx_10_9_x86_64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.6.0-cp38-cp38-macosx_10_9_x86_64.whl
Algorithm Hash digest
SHA256 83add44cf1787eccb5ad828ba33d30ede5bf02de28ce5c7217b237c48aae4837
MD5 57663d6c30bd7de6547adcc4ab6c0b87
BLAKE2b-256 c6ed16ccfd1c46f64e42d219283e395d32b0672bb870170b2ed52dd2da86beb1

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.6.0-cp38-cp38-macosx_10_9_universal2.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.6.0-cp38-cp38-macosx_10_9_universal2.whl
Algorithm Hash digest
SHA256 2c3225e35a8ee79a16c0ea45043438d89d6ecde6c581111fb2fefedb947e5d6c
MD5 26f0bb112bf74a78f96ec6013219d9ba
BLAKE2b-256 e11766d79f7e92d076e4c9a08a254ef408b393e10e53966f962f965bca5faf61

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.6.0-cp37-cp37m-win_amd64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.6.0-cp37-cp37m-win_amd64.whl
Algorithm Hash digest
SHA256 4fbaec81775faf24b5f639ae47cc8ced2bf1c4d52a04009c5956fad62b6f2ae8
MD5 8a2621577c4a86ec35c7361eedc84565
BLAKE2b-256 2a22918b8c203c752b0c35e4710cf5aeffe15f9b078cf83c0a68a34a3bca64dd

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.6.0-cp37-cp37m-musllinux_1_2_x86_64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.6.0-cp37-cp37m-musllinux_1_2_x86_64.whl
Algorithm Hash digest
SHA256 1d5bd0e5d00b566d2b4b1720135ca5b827d274476be0c508747ead3ad73b47a8
MD5 4c5216636b008d46de764903c273df26
BLAKE2b-256 27fae475c3b4d305b40913bc5abf94da3098beb09691242fc676535f18922bcc

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.6.0-cp37-cp37m-musllinux_1_2_aarch64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.6.0-cp37-cp37m-musllinux_1_2_aarch64.whl
Algorithm Hash digest
SHA256 d9e1ae7e29a1013b05aafc7c63943bfde56e43dda32192d1202fc646c8a84b59
MD5 f32fcd75be47417be6d791931bb2e301
BLAKE2b-256 4bbab895b1167969fc088711e06c0b93052bea52ce7709e3a6ba3822a0921ac1

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.6.0-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.6.0-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 5d7f218d358defd79f1872b44900691e4cab61e30c9577b64d3bd164947266e8
MD5 0cadc0f0011ce3d954c1f906fd54475d
BLAKE2b-256 93c00d061cbf2c82144d3523fd17826dc3d07a0c817af2a2c336bcecbef6e960

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.6.0-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.6.0-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm Hash digest
SHA256 8b65d066aaeb9db1aeee481f9d44a974cf3f7c74672e886b54647931bb892ac9
MD5 c44fd2e7e66a7bd4a31c2170d9d311ca
BLAKE2b-256 bd2d5c061db0f3e1b69efba4249bbaae60c7ccf9c2ca9eee8319c349c23246f5

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.6.0-cp37-cp37m-macosx_10_9_x86_64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.6.0-cp37-cp37m-macosx_10_9_x86_64.whl
Algorithm Hash digest
SHA256 a9303efb307569762a8ccf5aa9476d6c0924e66e87a0ec96247023c5dc1de018
MD5 756c15aa2fbfdc4c4a7c0fe11c4fc60b
BLAKE2b-256 cf3ba6f63a370358c5c1a7ad52d92071006e7672907b7e56820f0170680f2c4c

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