Skip to main content

Source for extracting .bin files from the commercial MIBI.

Project description

mibi-bin-tools

CI / CD CI Coverage Status
Package PyPI - Version PyPI - Downloads PyPI - Python Version
Meta PyPI - License

Toolbox for extracting tiff images from MIBIScope .bin files.

We suggest using toffy for more in depth .bin file extraction which also provides more diagnostic tools and post-extraction processing steps.

Installation:

You can install the package in your own Python environment, or if you'd like we have a Conda environment set up to use.

conda env create -f environment.yml

PyPI

pip install mibi-bin-tools

Source

Open terminal and navigate to where you want the code stored.

Then input the command:

git clone https://github.com/angelolab/mibi-bin-tools.git
cd mibi-bin-tools
pip install .

Development

This project is in early development and we make may make breaking changes and improvements. If you want to update the version on your computer to have the latest changes, perform the following steps.

First pull to get the latest version of mibi-bin-tools. Then install the package in editable mode with your python environment of choice activated.

git pull
pip install -e .

To run the tests

pytest

Questions?

If that doesn't answer your question, you can open an issue. Before opening, please double-check and see that someone else hasn't opened an issue for your question already.

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

mibi_bin_tools-0.2.14.tar.gz (1.5 MB view details)

Uploaded Source

Built Distributions

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

mibi_bin_tools-0.2.14-cp312-cp312-win_arm64.whl (83.0 kB view details)

Uploaded CPython 3.12Windows ARM64

mibi_bin_tools-0.2.14-cp312-cp312-win_amd64.whl (96.3 kB view details)

Uploaded CPython 3.12Windows x86-64

mibi_bin_tools-0.2.14-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.manylinux_2_28_x86_64.whl (762.2 kB view details)

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

mibi_bin_tools-0.2.14-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.manylinux_2_28_aarch64.whl (750.5 kB view details)

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

mibi_bin_tools-0.2.14-cp312-cp312-macosx_11_0_arm64.whl (270.0 kB view details)

Uploaded CPython 3.12macOS 11.0+ ARM64

mibi_bin_tools-0.2.14-cp312-cp312-macosx_10_13_x86_64.whl (277.1 kB view details)

Uploaded CPython 3.12macOS 10.13+ x86-64

mibi_bin_tools-0.2.14-cp312-cp312-macosx_10_13_universal2.whl (363.7 kB view details)

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

mibi_bin_tools-0.2.14-cp311-cp311-win_arm64.whl (83.8 kB view details)

Uploaded CPython 3.11Windows ARM64

mibi_bin_tools-0.2.14-cp311-cp311-win_amd64.whl (96.1 kB view details)

Uploaded CPython 3.11Windows x86-64

mibi_bin_tools-0.2.14-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.manylinux_2_28_x86_64.whl (771.9 kB view details)

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

mibi_bin_tools-0.2.14-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.manylinux_2_28_aarch64.whl (757.4 kB view details)

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

mibi_bin_tools-0.2.14-cp311-cp311-macosx_11_0_arm64.whl (268.7 kB view details)

Uploaded CPython 3.11macOS 11.0+ ARM64

mibi_bin_tools-0.2.14-cp311-cp311-macosx_10_9_x86_64.whl (275.7 kB view details)

Uploaded CPython 3.11macOS 10.9+ x86-64

mibi_bin_tools-0.2.14-cp311-cp311-macosx_10_9_universal2.whl (361.0 kB view details)

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

mibi_bin_tools-0.2.14-cp310-cp310-win_arm64.whl (83.7 kB view details)

Uploaded CPython 3.10Windows ARM64

mibi_bin_tools-0.2.14-cp310-cp310-win_amd64.whl (95.9 kB view details)

Uploaded CPython 3.10Windows x86-64

mibi_bin_tools-0.2.14-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.manylinux_2_28_x86_64.whl (728.5 kB view details)

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

mibi_bin_tools-0.2.14-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.manylinux_2_28_aarch64.whl (717.6 kB view details)

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

mibi_bin_tools-0.2.14-cp310-cp310-macosx_11_0_arm64.whl (268.7 kB view details)

Uploaded CPython 3.10macOS 11.0+ ARM64

mibi_bin_tools-0.2.14-cp310-cp310-macosx_10_9_x86_64.whl (275.8 kB view details)

Uploaded CPython 3.10macOS 10.9+ x86-64

mibi_bin_tools-0.2.14-cp310-cp310-macosx_10_9_universal2.whl (361.0 kB view details)

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

mibi_bin_tools-0.2.14-cp39-cp39-win_amd64.whl (96.2 kB view details)

Uploaded CPython 3.9Windows x86-64

mibi_bin_tools-0.2.14-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.manylinux_2_28_x86_64.whl (730.0 kB view details)

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

mibi_bin_tools-0.2.14-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.manylinux_2_28_aarch64.whl (719.3 kB view details)

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

mibi_bin_tools-0.2.14-cp39-cp39-macosx_11_0_arm64.whl (269.3 kB view details)

Uploaded CPython 3.9macOS 11.0+ ARM64

mibi_bin_tools-0.2.14-cp39-cp39-macosx_10_9_x86_64.whl (276.4 kB view details)

Uploaded CPython 3.9macOS 10.9+ x86-64

mibi_bin_tools-0.2.14-cp39-cp39-macosx_10_9_universal2.whl (362.2 kB view details)

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

File details

Details for the file mibi_bin_tools-0.2.14.tar.gz.

File metadata

  • Download URL: mibi_bin_tools-0.2.14.tar.gz
  • Upload date:
  • Size: 1.5 MB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/5.0.0 CPython/3.12.8

File hashes

Hashes for mibi_bin_tools-0.2.14.tar.gz
Algorithm Hash digest
SHA256 ba520701307aada2564b4177ab3774d05814feca33f77fa898c10e459e664301
MD5 1bef5b94bb1bf8256a2a30f6f8cd8383
BLAKE2b-256 cd5b9ccd397f542095a678e97c4b2308bf91d56957333e00ead40dc96e2a19e5

See more details on using hashes here.

File details

Details for the file mibi_bin_tools-0.2.14-cp312-cp312-win_arm64.whl.

File metadata

File hashes

Hashes for mibi_bin_tools-0.2.14-cp312-cp312-win_arm64.whl
Algorithm Hash digest
SHA256 24fdb1e00c022e999e695d14fa04c7f75ea5e59703bb29d21bb2e5ebea8bdbdb
MD5 7acf680921b002b0ea6a874e259fd122
BLAKE2b-256 c0a8ecb453e342839eeb845e9db817e7e95f1954df80cea883a9de9444ab5852

See more details on using hashes here.

File details

Details for the file mibi_bin_tools-0.2.14-cp312-cp312-win_amd64.whl.

File metadata

File hashes

Hashes for mibi_bin_tools-0.2.14-cp312-cp312-win_amd64.whl
Algorithm Hash digest
SHA256 eb56bbc7fc9c235ea9b14419b718f76c1a331125ccad3cd411b9efa85cb4b090
MD5 6d4f4c4b699ce2a09f700e102c7e0941
BLAKE2b-256 a0a350804f51543b07b0a02b53cf7752e0b2f4d79656e28ce3855879e590a779

See more details on using hashes here.

File details

Details for the file mibi_bin_tools-0.2.14-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.manylinux_2_28_x86_64.whl.

File metadata

File hashes

Hashes for mibi_bin_tools-0.2.14-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.manylinux_2_28_x86_64.whl
Algorithm Hash digest
SHA256 1e0022acfe3244df173ada3c68dd5b5a86af12ef280d906321ee027b1d6f610d
MD5 ebd720c3747691800067f396cda33db5
BLAKE2b-256 d75ab97bc3f9f14394e6fc4a4ce9af29d48b314ec70d1719bdd5616ffe679ed1

See more details on using hashes here.

File details

Details for the file mibi_bin_tools-0.2.14-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.manylinux_2_28_aarch64.whl.

File metadata

File hashes

Hashes for mibi_bin_tools-0.2.14-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.manylinux_2_28_aarch64.whl
Algorithm Hash digest
SHA256 46384cbe8bb27e4d1be9fd9e0cc7fda915b94fc61395e17989ecc5e85d34357f
MD5 60076544826befeb6e13807b11588a08
BLAKE2b-256 06cd9006dce99ec67fe33454287bff761077d7dfa014570a55843474cdd74a87

See more details on using hashes here.

File details

Details for the file mibi_bin_tools-0.2.14-cp312-cp312-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for mibi_bin_tools-0.2.14-cp312-cp312-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 f1b2810f25ce591046c82f0d14088460819d47040524cc665867d9ef990809d8
MD5 c5885af881b7cdd62d00d71851c81372
BLAKE2b-256 b63dda8a2d169303bf71c4666592c7316840884086eeaf67b98ff2c61eb04f8b

See more details on using hashes here.

File details

Details for the file mibi_bin_tools-0.2.14-cp312-cp312-macosx_10_13_x86_64.whl.

File metadata

File hashes

Hashes for mibi_bin_tools-0.2.14-cp312-cp312-macosx_10_13_x86_64.whl
Algorithm Hash digest
SHA256 b7ecc418507b77ca1caebbd331892dc9476aec4cb79137636e50bb6159c51575
MD5 140204d5e301f7de0c4cf2d9f000a1ec
BLAKE2b-256 cb5c90887257b12a6b9713ac50760ad521e5e72c3d04c88289c5eea1bdab2996

See more details on using hashes here.

File details

Details for the file mibi_bin_tools-0.2.14-cp312-cp312-macosx_10_13_universal2.whl.

File metadata

File hashes

Hashes for mibi_bin_tools-0.2.14-cp312-cp312-macosx_10_13_universal2.whl
Algorithm Hash digest
SHA256 6454e5068b65870f56d8d092c24234eef35c938e62cf4aebb40808e9f4203609
MD5 236531087d15154aa9f6694ef1017ccc
BLAKE2b-256 be40455423b8960c4249b9d7f4cef2fb295fc2cb92190b28bafc936bcf9e784d

See more details on using hashes here.

File details

Details for the file mibi_bin_tools-0.2.14-cp311-cp311-win_arm64.whl.

File metadata

File hashes

Hashes for mibi_bin_tools-0.2.14-cp311-cp311-win_arm64.whl
Algorithm Hash digest
SHA256 1e3f16e0bba3ead1b119291a427ce78d3143ceeb189ad05a8d5d886f5da23ff6
MD5 b0ec82f63c5eca1eda5f015aef56192a
BLAKE2b-256 0c55ddfcdc251104a46b450b8e2d5f4309e9f4edb564e08d186193a6f715f7ae

See more details on using hashes here.

File details

Details for the file mibi_bin_tools-0.2.14-cp311-cp311-win_amd64.whl.

File metadata

File hashes

Hashes for mibi_bin_tools-0.2.14-cp311-cp311-win_amd64.whl
Algorithm Hash digest
SHA256 02b45cc81c610b724950432621113716d5dacd0372de0eedf2e9a39de488c692
MD5 82500a67b48aa3b80ee5dae5f1ee4671
BLAKE2b-256 efdb78f837264007ca520524e3e9318be7d70e33444063970cb285ca67c8202c

See more details on using hashes here.

File details

Details for the file mibi_bin_tools-0.2.14-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.manylinux_2_28_x86_64.whl.

File metadata

File hashes

Hashes for mibi_bin_tools-0.2.14-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.manylinux_2_28_x86_64.whl
Algorithm Hash digest
SHA256 c7185cd81966dae5558a0b834250918ec6da52bb55071ab848ce72b5c81b6e16
MD5 4c6e668df3c6253df3a5ac3d896bd0e9
BLAKE2b-256 6b5aeedff57f586776763b2c3032413c9ad02caea654a60994696105d3c261de

See more details on using hashes here.

File details

Details for the file mibi_bin_tools-0.2.14-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.manylinux_2_28_aarch64.whl.

File metadata

File hashes

Hashes for mibi_bin_tools-0.2.14-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.manylinux_2_28_aarch64.whl
Algorithm Hash digest
SHA256 c4b8ae8087afa89f70accad9d9eef609fc2d0ec162ac1be8c49a0e0ec29db8fb
MD5 9dfa21d036c6b9aa1bb104510c4f2d52
BLAKE2b-256 b849f92bd6d4a35fe187047accf9754c319382e007d0a9d70a31ce955538d2bf

See more details on using hashes here.

File details

Details for the file mibi_bin_tools-0.2.14-cp311-cp311-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for mibi_bin_tools-0.2.14-cp311-cp311-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 e628e4aaf108a4c0acd6babf8d82f7a58b0e8a49b053c02a0e3b67b350cfcac4
MD5 b3232c00b70ee9fa3a4e9e93e33f4165
BLAKE2b-256 3e6a74eaa520b49af8cd6f5e1b3b5f8298cecd563a23436e3564a4b52b8c159a

See more details on using hashes here.

File details

Details for the file mibi_bin_tools-0.2.14-cp311-cp311-macosx_10_9_x86_64.whl.

File metadata

File hashes

Hashes for mibi_bin_tools-0.2.14-cp311-cp311-macosx_10_9_x86_64.whl
Algorithm Hash digest
SHA256 b89159c622ecf11e466535d71930de21135e48bf6e534107b9a315824e87c81f
MD5 1c5c659dde1bc1721f1b1575db35a45a
BLAKE2b-256 99aa8c4715ec942282fac56e33047ffb7272ce2232eb727963b402045be0de12

See more details on using hashes here.

File details

Details for the file mibi_bin_tools-0.2.14-cp311-cp311-macosx_10_9_universal2.whl.

File metadata

File hashes

Hashes for mibi_bin_tools-0.2.14-cp311-cp311-macosx_10_9_universal2.whl
Algorithm Hash digest
SHA256 81a97e95f9dcd42588cc1dbea15aa8a01a1801e234e93ab347b918d70801d7af
MD5 36f007343ad29e45fb7fc5b57e154cfa
BLAKE2b-256 0031782c8138b5c34eff62f196701aabbec4024305de56a484cddf43e40c9202

See more details on using hashes here.

File details

Details for the file mibi_bin_tools-0.2.14-cp310-cp310-win_arm64.whl.

File metadata

File hashes

Hashes for mibi_bin_tools-0.2.14-cp310-cp310-win_arm64.whl
Algorithm Hash digest
SHA256 150f3b713b4327ec4d3180a03d4f55bc4a89481d95fc9eed5f3aa18e1c464552
MD5 684f086184038d7a46bda40394f14c7b
BLAKE2b-256 732feb7e7655d6c537175effbc556dad02a978de63d1526694e5862354fceb1b

See more details on using hashes here.

File details

Details for the file mibi_bin_tools-0.2.14-cp310-cp310-win_amd64.whl.

File metadata

File hashes

Hashes for mibi_bin_tools-0.2.14-cp310-cp310-win_amd64.whl
Algorithm Hash digest
SHA256 699b42f2bdc56c9d7f6c2dd69112119b237030f045be3ae5917b372a38d891d0
MD5 8cf52c3bf49da15781c0be4410d81415
BLAKE2b-256 982ccad85903b5998af5eaab4a51e1b69e171d78c7cb0ab77f519709a68fe505

See more details on using hashes here.

File details

Details for the file mibi_bin_tools-0.2.14-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.manylinux_2_28_x86_64.whl.

File metadata

File hashes

Hashes for mibi_bin_tools-0.2.14-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.manylinux_2_28_x86_64.whl
Algorithm Hash digest
SHA256 5d1b94d8b2e70925df0a4cd12a5c4b6a33b2141a6dea9795fd7e1d450ec97b03
MD5 8f478bc925fbdb3dd7b60722c8cb05c8
BLAKE2b-256 ba9361ae35d51dcd2f91bc0727e338ed1ffd307642d17f5e5dba28d84d8387a0

See more details on using hashes here.

File details

Details for the file mibi_bin_tools-0.2.14-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.manylinux_2_28_aarch64.whl.

File metadata

File hashes

Hashes for mibi_bin_tools-0.2.14-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.manylinux_2_28_aarch64.whl
Algorithm Hash digest
SHA256 52439b76b0ec45cb0f87f30ca3536f49b5fcee18485360f46643a1ab166d2faf
MD5 b234755bec7e4c2c933e8942b4a17ae7
BLAKE2b-256 998f30c2230a2f089fc0962c5438b8b317be1382612f67e4d5bc306e601ca27b

See more details on using hashes here.

File details

Details for the file mibi_bin_tools-0.2.14-cp310-cp310-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for mibi_bin_tools-0.2.14-cp310-cp310-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 b3a3fff943490a270aea5007f48fcb8cfb0b3aee898882f512d27a5e902907ab
MD5 c2573f8b601f8bd8dbbc02e6c05d6ea8
BLAKE2b-256 c6beaf300ea6c73d42fa3b2df83fbafadcde02de8db6ae2a67ea46d2d82ba221

See more details on using hashes here.

File details

Details for the file mibi_bin_tools-0.2.14-cp310-cp310-macosx_10_9_x86_64.whl.

File metadata

File hashes

Hashes for mibi_bin_tools-0.2.14-cp310-cp310-macosx_10_9_x86_64.whl
Algorithm Hash digest
SHA256 f2ff389efaf72d288f1589ae8fd3dddaef939a011aa42b1c0a97f1952b814d48
MD5 03da0472eacf4c540e717bdb8b122056
BLAKE2b-256 e028c1a807d44e3790878bf67f0676ce6cffc3cf860a0d8357d179f9869202f0

See more details on using hashes here.

File details

Details for the file mibi_bin_tools-0.2.14-cp310-cp310-macosx_10_9_universal2.whl.

File metadata

File hashes

Hashes for mibi_bin_tools-0.2.14-cp310-cp310-macosx_10_9_universal2.whl
Algorithm Hash digest
SHA256 75c20f66a6111e69602a8e9504515968a6be0e74103c817799621c8a7d395cba
MD5 a0682a5dac47d75306971be3c0bf2fd5
BLAKE2b-256 b53fe33a8c5c21466aec17ccbf40d9ffb85dfa384c28e5aa193a77c665db1be6

See more details on using hashes here.

File details

Details for the file mibi_bin_tools-0.2.14-cp39-cp39-win_amd64.whl.

File metadata

File hashes

Hashes for mibi_bin_tools-0.2.14-cp39-cp39-win_amd64.whl
Algorithm Hash digest
SHA256 864e57f115b2320884b4f9bcc0023aeb65e976a1e3d1faf26c71ec97510426bb
MD5 fd61cbb444722ecb9d62b6cf3d976e5f
BLAKE2b-256 6af24c312169b1e09ea8efd192162e093c3668ffd1348a92b293f19686f9ccfe

See more details on using hashes here.

File details

Details for the file mibi_bin_tools-0.2.14-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.manylinux_2_28_x86_64.whl.

File metadata

File hashes

Hashes for mibi_bin_tools-0.2.14-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.manylinux_2_28_x86_64.whl
Algorithm Hash digest
SHA256 47aecb2ae02ab424d3f7fc7f4f6078e553eee50b134fab72afdc08260c4fe063
MD5 aeeaaeba8c8b31df5d0b9ce03d3f4cd6
BLAKE2b-256 1628fce20f802e3cacf4f3fc42d38fd94206b067f6640e4abd454a82953f83b2

See more details on using hashes here.

File details

Details for the file mibi_bin_tools-0.2.14-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.manylinux_2_28_aarch64.whl.

File metadata

File hashes

Hashes for mibi_bin_tools-0.2.14-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.manylinux_2_28_aarch64.whl
Algorithm Hash digest
SHA256 22a621dfc270ad11b2d6be19b878787a9dfb3a11e159e4928d92f76f1d0542b4
MD5 0a82c0d487557315f973bd1a60ab3c06
BLAKE2b-256 015821af653ad09dd249765979f56ab2f25f7d66596c8c8d275394be54b32c81

See more details on using hashes here.

File details

Details for the file mibi_bin_tools-0.2.14-cp39-cp39-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for mibi_bin_tools-0.2.14-cp39-cp39-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 b62d9e7bcf93b7c1922fc37dda709718aa0f1ba5ad420a52f234f38079199ff3
MD5 12f33a28045f46e67917768081f9dbfd
BLAKE2b-256 47f9d34d388280009aecf6411150d85f70b2f50e8738e8ae1014ed038b7355ce

See more details on using hashes here.

File details

Details for the file mibi_bin_tools-0.2.14-cp39-cp39-macosx_10_9_x86_64.whl.

File metadata

File hashes

Hashes for mibi_bin_tools-0.2.14-cp39-cp39-macosx_10_9_x86_64.whl
Algorithm Hash digest
SHA256 1713602e534e3467eadf2d11d0e6928d299f28cc8cfcd2c2b4a52ad6a6d290a1
MD5 5152261a5193f2cc38cfc76978a6f1c5
BLAKE2b-256 f6d3db856e871ea532862c9db8fd73864556f318eb6b887f6a9c1b3555f990d2

See more details on using hashes here.

File details

Details for the file mibi_bin_tools-0.2.14-cp39-cp39-macosx_10_9_universal2.whl.

File metadata

File hashes

Hashes for mibi_bin_tools-0.2.14-cp39-cp39-macosx_10_9_universal2.whl
Algorithm Hash digest
SHA256 07da6cd10c002cf0ae6c72fb8368f1054733f9b7c0321f57151708f19e1e75b2
MD5 d55ff8b4a4f67ac381466f8391ef602e
BLAKE2b-256 c7df075ee75790ef2b6c50c41c4fc0a9c170a9f1e3a0779a5b27f5b59c3490ea

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