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-4.5.1.tar.gz (343.0 kB view details)

Uploaded Source

Built Distributions

cryosparc_tools-4.5.1-pp310-pypy310_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (540.5 kB view details)

Uploaded PyPy manylinux: glibc 2.17+ x86-64

cryosparc_tools-4.5.1-pp39-pypy39_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (540.1 kB view details)

Uploaded PyPy manylinux: glibc 2.17+ x86-64

cryosparc_tools-4.5.1-pp38-pypy38_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (541.7 kB view details)

Uploaded PyPy manylinux: glibc 2.17+ x86-64

cryosparc_tools-4.5.1-pp37-pypy37_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (542.2 kB view details)

Uploaded PyPy manylinux: glibc 2.17+ x86-64

cryosparc_tools-4.5.1-cp312-cp312-win_arm64.whl (468.6 kB view details)

Uploaded CPython 3.12 Windows ARM64

cryosparc_tools-4.5.1-cp312-cp312-win_amd64.whl (489.8 kB view details)

Uploaded CPython 3.12 Windows x86-64

cryosparc_tools-4.5.1-cp312-cp312-musllinux_1_1_x86_64.whl (1.5 MB view details)

Uploaded CPython 3.12 musllinux: musl 1.1+ x86-64

cryosparc_tools-4.5.1-cp312-cp312-musllinux_1_1_aarch64.whl (1.4 MB view details)

Uploaded CPython 3.12 musllinux: musl 1.1+ ARM64

cryosparc_tools-4.5.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (1.5 MB view details)

Uploaded CPython 3.12 manylinux: glibc 2.17+ x86-64

cryosparc_tools-4.5.1-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl (1.4 MB view details)

Uploaded CPython 3.12 manylinux: glibc 2.17+ ARM64

cryosparc_tools-4.5.1-cp312-cp312-macosx_11_0_arm64.whl (532.3 kB view details)

Uploaded CPython 3.12 macOS 11.0+ ARM64

cryosparc_tools-4.5.1-cp312-cp312-macosx_10_9_x86_64.whl (553.7 kB view details)

Uploaded CPython 3.12 macOS 10.9+ x86-64

cryosparc_tools-4.5.1-cp312-cp312-macosx_10_9_universal2.whl (723.1 kB view details)

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

cryosparc_tools-4.5.1-cp311-cp311-win_arm64.whl (468.7 kB view details)

Uploaded CPython 3.11 Windows ARM64

cryosparc_tools-4.5.1-cp311-cp311-win_amd64.whl (488.2 kB view details)

Uploaded CPython 3.11 Windows x86-64

cryosparc_tools-4.5.1-cp311-cp311-musllinux_1_1_x86_64.whl (1.5 MB view details)

Uploaded CPython 3.11 musllinux: musl 1.1+ x86-64

cryosparc_tools-4.5.1-cp311-cp311-musllinux_1_1_aarch64.whl (1.5 MB view details)

Uploaded CPython 3.11 musllinux: musl 1.1+ ARM64

cryosparc_tools-4.5.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (1.5 MB view details)

Uploaded CPython 3.11 manylinux: glibc 2.17+ x86-64

cryosparc_tools-4.5.1-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl (1.4 MB view details)

Uploaded CPython 3.11 manylinux: glibc 2.17+ ARM64

cryosparc_tools-4.5.1-cp311-cp311-macosx_11_0_arm64.whl (530.9 kB view details)

Uploaded CPython 3.11 macOS 11.0+ ARM64

cryosparc_tools-4.5.1-cp311-cp311-macosx_10_9_x86_64.whl (552.4 kB view details)

Uploaded CPython 3.11 macOS 10.9+ x86-64

cryosparc_tools-4.5.1-cp311-cp311-macosx_10_9_universal2.whl (720.6 kB view details)

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

cryosparc_tools-4.5.1-cp310-cp310-win_arm64.whl (468.0 kB view details)

Uploaded CPython 3.10 Windows ARM64

cryosparc_tools-4.5.1-cp310-cp310-win_amd64.whl (487.6 kB view details)

Uploaded CPython 3.10 Windows x86-64

cryosparc_tools-4.5.1-cp310-cp310-musllinux_1_1_x86_64.whl (1.4 MB view details)

Uploaded CPython 3.10 musllinux: musl 1.1+ x86-64

cryosparc_tools-4.5.1-cp310-cp310-musllinux_1_1_aarch64.whl (1.4 MB view details)

Uploaded CPython 3.10 musllinux: musl 1.1+ ARM64

cryosparc_tools-4.5.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (1.4 MB view details)

Uploaded CPython 3.10 manylinux: glibc 2.17+ x86-64

cryosparc_tools-4.5.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl (1.4 MB view details)

Uploaded CPython 3.10 manylinux: glibc 2.17+ ARM64

cryosparc_tools-4.5.1-cp310-cp310-macosx_11_0_arm64.whl (529.6 kB view details)

Uploaded CPython 3.10 macOS 11.0+ ARM64

cryosparc_tools-4.5.1-cp310-cp310-macosx_10_9_x86_64.whl (550.8 kB view details)

Uploaded CPython 3.10 macOS 10.9+ x86-64

cryosparc_tools-4.5.1-cp310-cp310-macosx_10_9_universal2.whl (718.1 kB view details)

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

cryosparc_tools-4.5.1-cp39-cp39-win_arm64.whl (468.5 kB view details)

Uploaded CPython 3.9 Windows ARM64

cryosparc_tools-4.5.1-cp39-cp39-win_amd64.whl (488.2 kB view details)

Uploaded CPython 3.9 Windows x86-64

cryosparc_tools-4.5.1-cp39-cp39-musllinux_1_1_x86_64.whl (1.4 MB view details)

Uploaded CPython 3.9 musllinux: musl 1.1+ x86-64

cryosparc_tools-4.5.1-cp39-cp39-musllinux_1_1_aarch64.whl (1.4 MB view details)

Uploaded CPython 3.9 musllinux: musl 1.1+ ARM64

cryosparc_tools-4.5.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (1.4 MB view details)

Uploaded CPython 3.9 manylinux: glibc 2.17+ x86-64

cryosparc_tools-4.5.1-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl (1.4 MB view details)

Uploaded CPython 3.9 manylinux: glibc 2.17+ ARM64

cryosparc_tools-4.5.1-cp39-cp39-macosx_11_0_arm64.whl (530.2 kB view details)

Uploaded CPython 3.9 macOS 11.0+ ARM64

cryosparc_tools-4.5.1-cp39-cp39-macosx_10_9_x86_64.whl (551.4 kB view details)

Uploaded CPython 3.9 macOS 10.9+ x86-64

cryosparc_tools-4.5.1-cp39-cp39-macosx_10_9_universal2.whl (719.1 kB view details)

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

cryosparc_tools-4.5.1-cp38-cp38-win_amd64.whl (489.3 kB view details)

Uploaded CPython 3.8 Windows x86-64

cryosparc_tools-4.5.1-cp38-cp38-musllinux_1_1_x86_64.whl (1.4 MB view details)

Uploaded CPython 3.8 musllinux: musl 1.1+ x86-64

cryosparc_tools-4.5.1-cp38-cp38-musllinux_1_1_aarch64.whl (1.4 MB view details)

Uploaded CPython 3.8 musllinux: musl 1.1+ ARM64

cryosparc_tools-4.5.1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (1.4 MB view details)

Uploaded CPython 3.8 manylinux: glibc 2.17+ x86-64

cryosparc_tools-4.5.1-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl (1.4 MB view details)

Uploaded CPython 3.8 manylinux: glibc 2.17+ ARM64

cryosparc_tools-4.5.1-cp38-cp38-macosx_11_0_arm64.whl (529.3 kB view details)

Uploaded CPython 3.8 macOS 11.0+ ARM64

cryosparc_tools-4.5.1-cp38-cp38-macosx_10_9_x86_64.whl (550.1 kB view details)

Uploaded CPython 3.8 macOS 10.9+ x86-64

cryosparc_tools-4.5.1-cp38-cp38-macosx_10_9_universal2.whl (717.0 kB view details)

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

cryosparc_tools-4.5.1-cp37-cp37m-win_amd64.whl (487.7 kB view details)

Uploaded CPython 3.7m Windows x86-64

cryosparc_tools-4.5.1-cp37-cp37m-musllinux_1_1_x86_64.whl (1.4 MB view details)

Uploaded CPython 3.7m musllinux: musl 1.1+ x86-64

cryosparc_tools-4.5.1-cp37-cp37m-musllinux_1_1_aarch64.whl (1.4 MB view details)

Uploaded CPython 3.7m musllinux: musl 1.1+ ARM64

cryosparc_tools-4.5.1-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (1.4 MB view details)

Uploaded CPython 3.7m manylinux: glibc 2.17+ x86-64

cryosparc_tools-4.5.1-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl (1.3 MB view details)

Uploaded CPython 3.7m manylinux: glibc 2.17+ ARM64

cryosparc_tools-4.5.1-cp37-cp37m-macosx_10_9_x86_64.whl (549.6 kB view details)

Uploaded CPython 3.7m macOS 10.9+ x86-64

File details

Details for the file cryosparc-tools-4.5.1.tar.gz.

File metadata

  • Download URL: cryosparc-tools-4.5.1.tar.gz
  • Upload date:
  • Size: 343.0 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/5.1.1 CPython/3.10.14

File hashes

Hashes for cryosparc-tools-4.5.1.tar.gz
Algorithm Hash digest
SHA256 f60eb2acdabd9ea318b1c89f73135b211cd9292e6d6eebe935495a33d749f45e
MD5 c4f1a4414ccc87562792fe312b27c257
BLAKE2b-256 dd1dd555af7720dbbc9a5ebd4794b7532d2790055981b48695e73b8cc7dd8e2d

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.5.1-pp310-pypy310_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.5.1-pp310-pypy310_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 35b87572fe91bdf85e54c98355532133955959f3d62b5ff49b581edbd065024a
MD5 ad4a26924d4cea7d306a8be5867c2c74
BLAKE2b-256 e9adfdc2045b347bb0a0d4d9ac1ef8829ee4afd54ac3e79b8063028bee3cb42f

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.5.1-pp310-pypy310_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.5.1-pp310-pypy310_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm Hash digest
SHA256 b055898cee338a61dc94ff330cc3f88644894f927ebe9f926b713d36679db620
MD5 347a0264716195f94937776ab6667531
BLAKE2b-256 e66db493816062bb0b2b809410358391fe9e25c1317329b16b67d6979bbcb670

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.5.1-pp39-pypy39_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.5.1-pp39-pypy39_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 713a2e85680a55f31deadd35fa693e3098e745f712161c84eb66006610c8b142
MD5 72a2eeec539b20759d7b840a7fc18a06
BLAKE2b-256 21c53b3ce2f5611b5604d6e260cad52538ac97ae86f228e31c37a2fcb14888bd

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.5.1-pp39-pypy39_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.5.1-pp39-pypy39_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm Hash digest
SHA256 0c3662768588e3b8a4d8bfad9eaf0ef81d3d26e6ecaa2d3e3a5369aaf5a93c6a
MD5 8b60c6b7fe3139de0dbec5f1f4a0ed5a
BLAKE2b-256 cd2f8953554e35cab426c3f3e5e16dab547e26ed1a1e495e8e4be123b64b7d79

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.5.1-pp38-pypy38_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.5.1-pp38-pypy38_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 ebe1ebf9db0fe0ecfc06c13cb4f9d2001d02e32f406cbb959f8094a596f52166
MD5 f656256c0b2dafd14cd5a00d826e8c55
BLAKE2b-256 a3e6c257e6b6ecb193e62332ec777a12a6a8cfe465772bb19995e49c7466994a

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.5.1-pp38-pypy38_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.5.1-pp38-pypy38_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm Hash digest
SHA256 a42284481f96f2e18d0a823fd8c45f24d8dbae58b46fe8541aaf34088f0cb038
MD5 22f7c113f08b1e86d9f4c1b539feda43
BLAKE2b-256 7456e2125185f13d5624df3d994b2c53eae7d789c84659bf62b2938f18dc1efb

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.5.1-pp37-pypy37_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.5.1-pp37-pypy37_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 aece9798336139ef51a1184583364c0612030a812b0a9a13dfcf6b53451c3ca8
MD5 d4f62e212097b130270a4533ab2af785
BLAKE2b-256 97a72f3f996c9b412e060ee38476c8166c2624bb5d7f4aaa20ea6b3eaa07246e

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.5.1-pp37-pypy37_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.5.1-pp37-pypy37_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm Hash digest
SHA256 9dc74d507825ac72d767169f616b6d12596ae403116161862e7a4c5366b2e3da
MD5 06244d0c64c5acc4704b7b4b36d76063
BLAKE2b-256 7ea14c07195ebd75b1358b43afdd4e913d73dd45e80231622db13deebe8c3586

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.5.1-cp312-cp312-win_arm64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.5.1-cp312-cp312-win_arm64.whl
Algorithm Hash digest
SHA256 871338a150c4aa95065d89714d3b32bb314042a72b043fd6ab8b12b925027646
MD5 4976d20cc8330e3766101ef986a7832d
BLAKE2b-256 3a644e7d7ed60fb540e6b92bdf6e0244a5aeb28d61bffb21be8c8c0a7184b93b

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.5.1-cp312-cp312-win_amd64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.5.1-cp312-cp312-win_amd64.whl
Algorithm Hash digest
SHA256 4f3cafc7170a076ebbab65fa551dbeb2109b814e654e256da6ed9ff5bda475b3
MD5 78b19b0291c170a22a27c77bc0d8778e
BLAKE2b-256 282e5b5ffcf16545e4ff01a5d7b60038b8672cd6a62e6f802f9c7e2620b3834d

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.5.1-cp312-cp312-musllinux_1_1_x86_64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.5.1-cp312-cp312-musllinux_1_1_x86_64.whl
Algorithm Hash digest
SHA256 5ea80a643ff002d054f8d2834e6e03b5e96b82a0f1d4aaaadc5a73fda7f6942b
MD5 3d531733110fb0f7f146725bdea670a1
BLAKE2b-256 661089d5ba83ac243310c8f852e854d108587d6ac4dc37c649aca061dc7c6ef8

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.5.1-cp312-cp312-musllinux_1_1_aarch64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.5.1-cp312-cp312-musllinux_1_1_aarch64.whl
Algorithm Hash digest
SHA256 d2d66337ebfd77ca1f357f2d023a084a7a9baf2d7d709b32d81ab98c08fd5f4d
MD5 f7d7d094079bfa05895bfa499867c0a8
BLAKE2b-256 2cbf2f3829e38d152b82fc8981aac7c85fbce6dc6f4447642377a7dcb4cd320b

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.5.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.5.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 dcd6706bbb78b67d9d6c22c243c6c5c1dcdc8be4ff93014485b743c7a89afbe2
MD5 805c53ad205a406de1f52aea0169a8c1
BLAKE2b-256 c32f1f0a3379e81f1e010d345b13cf333ca6867314d3af2e62a91c06df74b7f8

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.5.1-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.5.1-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm Hash digest
SHA256 9a0a1f4383b9955665fea474b5c53ece6aacd61b3b138870cef2b0b2a3588541
MD5 1e644da7b0150d11f73cf8e2ef6d5a52
BLAKE2b-256 3d17b096e47e449db0216357756d5cc965b0458507ea2b271216ef6070457b5d

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.5.1-cp312-cp312-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.5.1-cp312-cp312-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 5e1c7c054b949815c71c87d8459fd45006725dd25ee8615265ba5d82bd4b4596
MD5 606cdcc424e16f4f99fce2d04d55c730
BLAKE2b-256 890412408e3fd44dd59d0803ccf98cfc3e844a08aef84317c8885fc42002a230

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.5.1-cp312-cp312-macosx_10_9_x86_64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.5.1-cp312-cp312-macosx_10_9_x86_64.whl
Algorithm Hash digest
SHA256 c7c9d404f7c9b1149a22766df352c4772b134ed95e4e87da73df107682460266
MD5 51d0b9a52f877626940ac232b2a02dcd
BLAKE2b-256 33ca8f617bd4700aa548a60135e23ff4e221135f9eea100bee192f49f717eb6d

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.5.1-cp312-cp312-macosx_10_9_universal2.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.5.1-cp312-cp312-macosx_10_9_universal2.whl
Algorithm Hash digest
SHA256 93128f61f669a37289b5d5b75c84edd8583219f451adf23f57b39feb7bbff99c
MD5 8b2b207a89e35f46a19c3bc61ec573e1
BLAKE2b-256 2db4e20438233000e6673c58901cc24ac68b3d6338b28bb4a542ce1d27bf536d

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.5.1-cp311-cp311-win_arm64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.5.1-cp311-cp311-win_arm64.whl
Algorithm Hash digest
SHA256 eca0b7207b3afe0855e8bac7f7d98aeb2bfb9e6a0012dd89aedbf32f31e2e6c7
MD5 a20fb919dea06a8ee056a2b95664ef5f
BLAKE2b-256 d5c37901300ff58b8aa32ec7ff09c51d94d7e257f8c281c68de326715069ea25

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.5.1-cp311-cp311-win_amd64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.5.1-cp311-cp311-win_amd64.whl
Algorithm Hash digest
SHA256 989f678b519777da91e088b2fc20bf4551529ae5fdf020731a9897b6845ae90f
MD5 e86969c3ca28093e0c38a30148c5e068
BLAKE2b-256 d84b2b3b2b1f7fa9251c70bf0b70dc36740b47908895037be8033ccccfb914a3

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.5.1-cp311-cp311-musllinux_1_1_x86_64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.5.1-cp311-cp311-musllinux_1_1_x86_64.whl
Algorithm Hash digest
SHA256 b71d7851cbf04097141e4b2b867331beb16615f057f9ecfb8ad594cdd6d7dbaa
MD5 4910a9667571238d41d6504cd88620c8
BLAKE2b-256 ae3cb8c1ee76a5d32b5fb7beb134d5ffbbdcd8d140466749131b2d1645894377

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.5.1-cp311-cp311-musllinux_1_1_aarch64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.5.1-cp311-cp311-musllinux_1_1_aarch64.whl
Algorithm Hash digest
SHA256 411f171775ac3ac31c795bba250684cdb20a834ec649b80d13201f8527a85373
MD5 3e20ba3375d085748f72f32e6dcd7dbc
BLAKE2b-256 b78e43c8275b485f86cf9d006722bef726cd030a833e35ba33be0b2938b496ce

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.5.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.5.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 4f77e9c7aebe093f3059be4f1c2512d1e65ed690362cf3fec4c3a72bf4adfd0e
MD5 27caeae2ac36d54fcc54c85ffa655019
BLAKE2b-256 f8dbadbbf57fbeb709f33398096bbe76bea569367f8ea31ed2aaae776a2382d2

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.5.1-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.5.1-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm Hash digest
SHA256 773e9d019ea9d03d6e01ab79e768610b196685264e6b481b1f5ffd19c2327b54
MD5 726bb24569776bb5b70d9c469def9aa6
BLAKE2b-256 27d7b48215d11c1eff5098e75e8c3ec9e1a4296dade171c362a9fb88759e5e96

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.5.1-cp311-cp311-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.5.1-cp311-cp311-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 6690a252945dd4fc48fc8e346f2a8e306f82cc1e78a14b15b47d182dbce218f2
MD5 e73018480c0d8a75e0927123eaed8a5e
BLAKE2b-256 bef0851a89ed70c64e4c5f9a07b058a4bcce532065dbb013950856fe96a586d5

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.5.1-cp311-cp311-macosx_10_9_x86_64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.5.1-cp311-cp311-macosx_10_9_x86_64.whl
Algorithm Hash digest
SHA256 df6f09b29bbac900af47b20f3e734453aa7a58cfa9498b9e732887e795cb5a43
MD5 1ef0a187de77343489dbb975a771e9ef
BLAKE2b-256 8c01debce4d7715239e8fcb4188a59e0df26c5124d4063a04e5d2fa78620b8cf

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.5.1-cp311-cp311-macosx_10_9_universal2.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.5.1-cp311-cp311-macosx_10_9_universal2.whl
Algorithm Hash digest
SHA256 008a0a5f933836c0ae744e37277487dd093f13e388f76e4dd2b7c8d7794d41ba
MD5 3c15d15d09deaa66ace040110d0a52df
BLAKE2b-256 03f4b09c91c4740f68655abd49ba870e98e17d3ed04a41d97e71880e92d05ddc

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.5.1-cp310-cp310-win_arm64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.5.1-cp310-cp310-win_arm64.whl
Algorithm Hash digest
SHA256 cf6d136bfc2b15c3dd62673fbb655521f258dc2d014a6b5c65a5ceb35df11ce6
MD5 854095a3b7c4a6163f3136b09b751f5a
BLAKE2b-256 c3e301d3a0a56c483e20a4daee86aa98e78199f6419362772f9e834b67b625d1

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.5.1-cp310-cp310-win_amd64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.5.1-cp310-cp310-win_amd64.whl
Algorithm Hash digest
SHA256 ba6c3fbec4a1acb2372de042b4c7be0c8c4158aebea4a040d1ed03f371f4e412
MD5 66e67eb6eacfd9776d4f6266c4a003d6
BLAKE2b-256 ac4dccc85161a0e1faf7cdc3b5931c9e965d746c8e22e626e376a904bef2cce1

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.5.1-cp310-cp310-musllinux_1_1_x86_64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.5.1-cp310-cp310-musllinux_1_1_x86_64.whl
Algorithm Hash digest
SHA256 e507ec004716bf7c33b79336f4b4fcfbc2cabd03a34525a64af062632711bf6d
MD5 d9a241d074f79d78ec18bb99362d3ead
BLAKE2b-256 2a641b4cc010f7010f51becf43a24d3fff5f1146496ccd948b53f0b83ecf9fcb

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.5.1-cp310-cp310-musllinux_1_1_aarch64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.5.1-cp310-cp310-musllinux_1_1_aarch64.whl
Algorithm Hash digest
SHA256 b1cba09165258da7e4aae38603d8ed1ff2e64bbd0cb64aa3f59e24f5b533fb58
MD5 7b2fb5e848d786e89ba6fc8e8b78b93e
BLAKE2b-256 f29a8e97f92cfec071a0f19660f1b90ad9ee2b33fd4c7719de0980e93ce9c5b9

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.5.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.5.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 609d1cef8e4b12cf1adb30761405558dbcbd00e15d5bd42623b5434682917152
MD5 63619959fb017dfbebd1027f4042f1d9
BLAKE2b-256 e843b9f29378f11e42cdc54a9bbced11abac73069580690f52d1b83373bf5cab

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.5.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.5.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm Hash digest
SHA256 a585d788986e300a2eabf71e3ce180e3f593e1ff0c9e38ad711434e515bcc4db
MD5 755058a859bc802409350e597ba4492b
BLAKE2b-256 ad38da41aa50dc738e5291ba8b33aa93c807bf00b180650e1072ba48784f3c45

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.5.1-cp310-cp310-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.5.1-cp310-cp310-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 ff84a0babaf5e814920d67b0dade88842b919e870812736cd581da83d3c0f2e3
MD5 0d92d4eb193bcd883536a45f1cab9fa3
BLAKE2b-256 ea3f8ea6e92c390ab5fa71a31c541e7b00494d2093451b7ea9165a5e902dc7cd

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.5.1-cp310-cp310-macosx_10_9_x86_64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.5.1-cp310-cp310-macosx_10_9_x86_64.whl
Algorithm Hash digest
SHA256 adf616f36a03d138e407527b464988c9e8e4e57aa6bc3d1c1ed20e27636832ea
MD5 def64a3ddb742ba548508e1ae9b903a8
BLAKE2b-256 5f3130e23952920edb8699b4ff616117d44ab7bdb5222f6062e210b9e16f636c

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.5.1-cp310-cp310-macosx_10_9_universal2.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.5.1-cp310-cp310-macosx_10_9_universal2.whl
Algorithm Hash digest
SHA256 2dfcf2bdd582ffae654da2b115211f0d376645f0eba9690136baf3179078e0b3
MD5 59c1970d15bc561f9aeba136f6cf76cb
BLAKE2b-256 920891dd196992022264fb47c2f7c84155a5d727cdf1247377e6afcb1f25ada2

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.5.1-cp39-cp39-win_arm64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.5.1-cp39-cp39-win_arm64.whl
Algorithm Hash digest
SHA256 5e5261989a90b1baeadb7c8245ed4501ef129ab444b63d33643861d45993cb68
MD5 c09c5cafe8c64b2a28e0e88f37e36c43
BLAKE2b-256 a36754e356d644e21bcfbdf1b63e28adf5f8593183b07c45f69d67977c81ecf9

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.5.1-cp39-cp39-win_amd64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.5.1-cp39-cp39-win_amd64.whl
Algorithm Hash digest
SHA256 3e5b459acec4fa72766c4bd82403c5f072462d1402a1c4c033a29d16b187bf0a
MD5 4a720b60e44b22bc8c15721eca9a39ba
BLAKE2b-256 5713832791d67974c8048667566c51a09a94b78c7c989f328f132c26d8308a26

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.5.1-cp39-cp39-musllinux_1_1_x86_64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.5.1-cp39-cp39-musllinux_1_1_x86_64.whl
Algorithm Hash digest
SHA256 b2ffc1142ae436317db5a8f19b1328893d747257011c4d73cf67cf14b24d53bb
MD5 a05e71fb3f2cf64500802f7598512174
BLAKE2b-256 d24d04bab1c2afbc9adc9bc61e05b79026c4cd9525ed9fcd202096fbf8c9c03f

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.5.1-cp39-cp39-musllinux_1_1_aarch64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.5.1-cp39-cp39-musllinux_1_1_aarch64.whl
Algorithm Hash digest
SHA256 1f0ff81d68fff400f5aae39cadbc49c0424d2ea18a5b9684dc14ba367cab7fac
MD5 069a9d7a94be71341fbf7d01b705a384
BLAKE2b-256 35f7ece11e527a75d471a22c2bb03db8196992fe7b03a452073b775b7abca4c3

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.5.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.5.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 76650235cc3251c901f47120b8df6d30bf0c7d7599de2da757cd00f366793f4f
MD5 c0d525c0e1ac382bda91a638d39cd024
BLAKE2b-256 2231e8eef4963c307380bbe81c0847dadd720d6184566f3d97743fe4c1d5bb45

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.5.1-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.5.1-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm Hash digest
SHA256 d3cf05208c44c8c1db638bae79555e447bf2b63b3019360a9929cadae1848246
MD5 325f46179db58c68774de50db6dfd4ee
BLAKE2b-256 f4fe9cf97ece669d7946549a2677998888a0a0bd49bc127231b89d866662c723

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.5.1-cp39-cp39-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.5.1-cp39-cp39-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 c91a0e9594070f98ee8754e1964580b47baff93af2936059b2c9d07899b219f5
MD5 25f92f41afbd37f2f4c3f042dfef346a
BLAKE2b-256 6e09c0dc93930a317ebc249c47770870346f5dde24b15fc4e89c160ede7b2f26

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.5.1-cp39-cp39-macosx_10_9_x86_64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.5.1-cp39-cp39-macosx_10_9_x86_64.whl
Algorithm Hash digest
SHA256 003391f64844958196d8e21cbb295ef9aed662f7ba686d732506c39f067702c4
MD5 ab3b9ffe593636a8a0053409465666f3
BLAKE2b-256 8801562b3e79cac7c27ef994db95f9448cc8f65e7192553c8f4a07d392bab13f

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.5.1-cp39-cp39-macosx_10_9_universal2.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.5.1-cp39-cp39-macosx_10_9_universal2.whl
Algorithm Hash digest
SHA256 4fd68f73688d068d5d32bfbe935e2a4db5fff30908c49ed2de1b9c8f322c015c
MD5 bd3a544d5e2a862f1e6716ebeb5ce809
BLAKE2b-256 ed3513191ea38644fec11c66bf8e3040f0a96502e6597ca89a021e3bd081321c

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.5.1-cp38-cp38-win_amd64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.5.1-cp38-cp38-win_amd64.whl
Algorithm Hash digest
SHA256 e3d45c13d1da4e8e68a56b56c5f31d2bc2e6526301378de4cf4a4d98b2029ad5
MD5 4e42c6650aad15373432fd0edc3d95e4
BLAKE2b-256 6d7b92d07d8cd7864f42ff2406d6604a1e070a577863092bd903d4629e6f0677

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.5.1-cp38-cp38-musllinux_1_1_x86_64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.5.1-cp38-cp38-musllinux_1_1_x86_64.whl
Algorithm Hash digest
SHA256 9456020dab6fc1fd4db55c3e3cd5c16adad2d132da9930de1c56248ac324d2f9
MD5 3ad808d33ba713598ed32a64beab456a
BLAKE2b-256 2158918e5d7f76103cd6755ad09fa028194cba43aed506bdd6264525fb5df663

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.5.1-cp38-cp38-musllinux_1_1_aarch64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.5.1-cp38-cp38-musllinux_1_1_aarch64.whl
Algorithm Hash digest
SHA256 e0a423235e4de4b2e09b2de3bc178812329386ab7f74188a6c38e90c55d8a9f4
MD5 b61acbb622c569688fca15165c46690d
BLAKE2b-256 0d3228e63290fcd0ddab62a9cfef2795fed1af289d541cff5a612fb086e7846e

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.5.1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.5.1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 a20a098171ea072ed1db82006971ce45ee06b3c6e3a63dfb9571c6d4ef92307b
MD5 176981b078f34f71149e7db0c15a97e2
BLAKE2b-256 56b919d37b80fbed8edb4febc1b232bc655b136b9ce39fd2abb8852539f5abf8

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.5.1-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.5.1-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm Hash digest
SHA256 1836eba0ea8e957d5d33f5376327a2450a8ee59bd5022fb362a8f6d378eccd3b
MD5 ff1ef5dbc76a97dcfcfd81c72d0b5730
BLAKE2b-256 a1b87a21b46117bd0f4f697ffd966c0389067b3847874b04e3c5530f791144dd

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.5.1-cp38-cp38-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.5.1-cp38-cp38-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 3ace3c92952c20ec7e529e5d2dbd05adbd6f986dee481e2fb0a18cd3c0a3f60c
MD5 37040cd54a27038042f5ab6a41a4500d
BLAKE2b-256 4f35581f8f7b5af865f7c89c91172a7506592a134456bfe35ecb3b8101ceffd1

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.5.1-cp38-cp38-macosx_10_9_x86_64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.5.1-cp38-cp38-macosx_10_9_x86_64.whl
Algorithm Hash digest
SHA256 ea4d9ce98f50009af9bb29cc658e27a8289c99bfd1a70423ff77737b59841f51
MD5 48580c777c6c98e5b3d351e2dbee9cc9
BLAKE2b-256 151020f4d05579dfb4a580731d738cc0b55f3142b26b2535b3a3924627cfa60a

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.5.1-cp38-cp38-macosx_10_9_universal2.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.5.1-cp38-cp38-macosx_10_9_universal2.whl
Algorithm Hash digest
SHA256 4ae792b7bd01675b89264112f870f12f16215b4d51a7153280c5065221273210
MD5 0b2341733ecd6840e21bdc174b995625
BLAKE2b-256 951df3ff904f3ce7bce620908d855b925c23fb53d9c47cab4048a30158a2b3cf

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.5.1-cp37-cp37m-win_amd64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.5.1-cp37-cp37m-win_amd64.whl
Algorithm Hash digest
SHA256 81b2d6ef64900de77cb2fc588240c56ca9cecdc77e13f73d94ba2016987bb2d5
MD5 749bc3146bb58432d06fa83e86cb989a
BLAKE2b-256 1493e78c02596d84bb2a1b0dcd371f285a37513ebc023db8db55d6d4f0d473db

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.5.1-cp37-cp37m-musllinux_1_1_x86_64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.5.1-cp37-cp37m-musllinux_1_1_x86_64.whl
Algorithm Hash digest
SHA256 b7c1b8fcab976cc6b8220ffc1b9c9a96c158c3e45ed516fc3c1ea3176b3c258c
MD5 e21a8dba264a0585ca5ad92860f9e3a1
BLAKE2b-256 2f8ab35b921394e7e62fc14cbcfbbfae9f73671eb3f4e7df1e252456d8a17f10

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.5.1-cp37-cp37m-musllinux_1_1_aarch64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.5.1-cp37-cp37m-musllinux_1_1_aarch64.whl
Algorithm Hash digest
SHA256 ed91027407eaf43922a93fc7e2fda33d8613af14ba8cccf8c06bd694c519e87d
MD5 93905051cff97e72afb946750d88e40a
BLAKE2b-256 a3f56aa8e98e12ba05965e12a340388b68443d00c169db269ecf8ca294646f57

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.5.1-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.5.1-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 132ffb97ed2b74e572eaa4614968d8e2dfd17d552d711c49f77e26ccf647ec66
MD5 cb3ec72be4a8bef9ad3ec77b2adee7ca
BLAKE2b-256 e896c661157d4230947a25dac4dbb083f51d931fb6189629661cb95765e6a8a8

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.5.1-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.5.1-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm Hash digest
SHA256 bea6bde531f922bc549e15febe53e9473d391f9c41ac177670772e7829639c0e
MD5 aa57787f14b97d42b25575e72a6dcf28
BLAKE2b-256 07f93b07aefed566b14a8216fb95a7f2492b690690006865a838371e7917235d

See more details on using hashes here.

File details

Details for the file cryosparc_tools-4.5.1-cp37-cp37m-macosx_10_9_x86_64.whl.

File metadata

File hashes

Hashes for cryosparc_tools-4.5.1-cp37-cp37m-macosx_10_9_x86_64.whl
Algorithm Hash digest
SHA256 3757f9d7f8c9da1733d2595860a3e2083b9523ab2818b37569b2446ae904e262
MD5 24386099a8c99918f7ef7ae90a1fa5ec
BLAKE2b-256 ebcc726b088b4347a231c53aad7f89eb3574b4bf488336ad1646fa6e7f7c18e5

See more details on using hashes here.

Supported by

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