Flow Cytometry Standard Utilities
Project description
FlowUtils
FlowUtils is a Python package containing various utility functions related to flow cytometry analysis, primarily focused on compensation, transformation, and gating tasks commonly used within the flow community.
FlowUtils is part of a suite of Python libraries for analyzing flow cytometry data. It was developed as an extension to the light-weight FlowIO library. FlowIO reads and writes Flow Cytometry Standard (FCS) files, and has zero dependencies. For higher level interaction with flow cytometry data, including GatingML & FlowJo 10 support, see the related FlowKit project.
Installation
FlowUtils uses C extensions for significant performance improvements. For the most common platforms and Python versions, pre-built binaries are available in PyPI (and installable via pip). If a pre-built binary of FlowUtils is not available for your environment, then the C extensions must be compiled using the source package.
From PyPI
pip install flowutils
From GitHub source code
git clone https://github.com/whitews/flowutils
cd flowutils
pip install .
Documentation
Project details
Release history Release notifications | RSS feed
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distribution
Built Distributions
File details
Details for the file FlowUtils-1.1.0.tar.gz
.
File metadata
- Download URL: FlowUtils-1.1.0.tar.gz
- Upload date:
- Size: 14.4 kB
- Tags: Source
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/5.0.0 CPython/3.10.12
File hashes
Algorithm | Hash digest | |
---|---|---|
SHA256 | a72b74800584ba775947ebbd514f2e47ae203019e4ced6d2dd29d3871d76ce29 |
|
MD5 | 91022c1412aab0195f08a55382826a5e |
|
BLAKE2b-256 | 67f7bdae51a9a8052978d01d0c1c9f3bd68e796b3ce00259134b4d8b1bf825a6 |
File details
Details for the file FlowUtils-1.1.0-cp312-cp312-win_amd64.whl
.
File metadata
- Download URL: FlowUtils-1.1.0-cp312-cp312-win_amd64.whl
- Upload date:
- Size: 27.0 kB
- Tags: CPython 3.12, Windows x86-64
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/5.0.0 CPython/3.10.12
File hashes
Algorithm | Hash digest | |
---|---|---|
SHA256 | 076a51ce0503ae5658f5d5c575ba1c4338610bac2332ca9649f8fe9e80549d92 |
|
MD5 | 8547c2f641aa6cdd0c953c8682efbd75 |
|
BLAKE2b-256 | 846504fa15cde7216faea2cab87648f430beb737a442a755dabb46465dda8fc7 |
File details
Details for the file FlowUtils-1.1.0-cp312-cp312-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl
.
File metadata
- Download URL: FlowUtils-1.1.0-cp312-cp312-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl
- Upload date:
- Size: 53.6 kB
- Tags: CPython 3.12, manylinux: glibc 2.17+ x86-64, manylinux: glibc 2.5+ x86-64
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/5.0.0 CPython/3.10.12
File hashes
Algorithm | Hash digest | |
---|---|---|
SHA256 | 3b6286c0c0870fb8b59b92ee817e4dc683e123d25a372094e6b9e9a6164a467d |
|
MD5 | 362fd5d4f7863eec3043e05c4109092a |
|
BLAKE2b-256 | 6f2348ccadb5c70c15316a51e0c9fcbbea7529d6482e40e3310d958da837e169 |
File details
Details for the file FlowUtils-1.1.0-cp312-cp312-macosx_11_0_arm64.whl
.
File metadata
- Download URL: FlowUtils-1.1.0-cp312-cp312-macosx_11_0_arm64.whl
- Upload date:
- Size: 20.1 kB
- Tags: CPython 3.12, macOS 11.0+ ARM64
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/5.0.0 CPython/3.10.12
File hashes
Algorithm | Hash digest | |
---|---|---|
SHA256 | 25c198849d3530d0d994ea7d264dd385f742f991d8bd92f24939d8b735fe8281 |
|
MD5 | 137ee3cdba4435fd4a64bb88199cee63 |
|
BLAKE2b-256 | bd1e0d24deab8bad8105144ea988867e57a7d60a28e87e411376bd62d451346c |
File details
Details for the file FlowUtils-1.1.0-cp312-cp312-macosx_10_9_x86_64.whl
.
File metadata
- Download URL: FlowUtils-1.1.0-cp312-cp312-macosx_10_9_x86_64.whl
- Upload date:
- Size: 21.0 kB
- Tags: CPython 3.12, macOS 10.9+ x86-64
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/5.0.0 CPython/3.10.12
File hashes
Algorithm | Hash digest | |
---|---|---|
SHA256 | 93a4b1fbefa3264da0583c0ab88417632c63ce6c7bd041d2619d30ca34606f75 |
|
MD5 | a2e39b345b3dc47fcfe0754070307a30 |
|
BLAKE2b-256 | 7cf7b8de2bb0b51a65b2f0bdefdf5106668c225ea2a01de3cd1c1b7e26446527 |
File details
Details for the file FlowUtils-1.1.0-cp311-cp311-win_amd64.whl
.
File metadata
- Download URL: FlowUtils-1.1.0-cp311-cp311-win_amd64.whl
- Upload date:
- Size: 26.8 kB
- Tags: CPython 3.11, Windows x86-64
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/5.0.0 CPython/3.10.12
File hashes
Algorithm | Hash digest | |
---|---|---|
SHA256 | 0ffd557a89b84c10e82bde788a0b1ce4a2f5ca964694422b66f69144d7fe2c1c |
|
MD5 | 74fabea6494e8ae33558d83529e986a2 |
|
BLAKE2b-256 | 0eeb46f60c4d98b54a8ec8970429c47de0e41f9da81bf5ffeb73ffd832c28ab0 |
File details
Details for the file FlowUtils-1.1.0-cp311-cp311-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl
.
File metadata
- Download URL: FlowUtils-1.1.0-cp311-cp311-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl
- Upload date:
- Size: 52.9 kB
- Tags: CPython 3.11, manylinux: glibc 2.17+ x86-64, manylinux: glibc 2.5+ x86-64
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/5.0.0 CPython/3.10.12
File hashes
Algorithm | Hash digest | |
---|---|---|
SHA256 | 416924c7cd3b9df3184bf78e567c132fc3d7efcbb45ea6d75881e69532d37b89 |
|
MD5 | 4b7cb56b0b18d0be6936d3f6f3c2ab20 |
|
BLAKE2b-256 | 1b164c8a50b6bb2ca231d0df0e1546c9dfe67059dd5375171e0a1ed4a6995b57 |
File details
Details for the file FlowUtils-1.1.0-cp311-cp311-macosx_11_0_arm64.whl
.
File metadata
- Download URL: FlowUtils-1.1.0-cp311-cp311-macosx_11_0_arm64.whl
- Upload date:
- Size: 19.8 kB
- Tags: CPython 3.11, macOS 11.0+ ARM64
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/5.0.0 CPython/3.10.12
File hashes
Algorithm | Hash digest | |
---|---|---|
SHA256 | 5ddde7bb659d653cf0b0648f2e635064214e803368ded057165e6e046b3a0ef4 |
|
MD5 | 5036cde736f72fa991f9d9d98f332ce6 |
|
BLAKE2b-256 | 7168b4622224fd3d720acd9f2c30f633a204d07eca9fdb4adc688c360b68ba81 |
File details
Details for the file FlowUtils-1.1.0-cp311-cp311-macosx_10_9_x86_64.whl
.
File metadata
- Download URL: FlowUtils-1.1.0-cp311-cp311-macosx_10_9_x86_64.whl
- Upload date:
- Size: 20.8 kB
- Tags: CPython 3.11, macOS 10.9+ x86-64
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/5.0.0 CPython/3.10.12
File hashes
Algorithm | Hash digest | |
---|---|---|
SHA256 | 10c68ee837b8d58b9ff501c6aee75de82934d91a430a1039e2a581592fac8f05 |
|
MD5 | 610e6c91fc91736b978b8468fb9c52d0 |
|
BLAKE2b-256 | 37f57b2764cd538becff61abf5fc18558b297141b9f2296c83c54e0b22545ad4 |
File details
Details for the file FlowUtils-1.1.0-cp310-cp310-win_amd64.whl
.
File metadata
- Download URL: FlowUtils-1.1.0-cp310-cp310-win_amd64.whl
- Upload date:
- Size: 26.8 kB
- Tags: CPython 3.10, Windows x86-64
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/5.0.0 CPython/3.10.12
File hashes
Algorithm | Hash digest | |
---|---|---|
SHA256 | c9881371383ebd2d0e9aaea3b4f2c0208038fe5ca20368a0e6706ab71c955bbb |
|
MD5 | 3c35888cb9dce9653cc647a5218aa8d7 |
|
BLAKE2b-256 | 697cfa6b2405a648ece353ec3d09ffae002486c71345388736d09198f4fba258 |
File details
Details for the file FlowUtils-1.1.0-cp310-cp310-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl
.
File metadata
- Download URL: FlowUtils-1.1.0-cp310-cp310-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl
- Upload date:
- Size: 52.7 kB
- Tags: CPython 3.10, manylinux: glibc 2.17+ x86-64, manylinux: glibc 2.5+ x86-64
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/5.0.0 CPython/3.10.12
File hashes
Algorithm | Hash digest | |
---|---|---|
SHA256 | 8f08ef1f9463e0fa830695ccc59df854acc81682397fe7afed596750e1932839 |
|
MD5 | da4a6ce389c00e1156dbfc7e0a76bae7 |
|
BLAKE2b-256 | 0efde416ab0319fd76817c54ed08eecbf0d263d310e22e0f08ad2aff5a9bd368 |
File details
Details for the file FlowUtils-1.1.0-cp310-cp310-macosx_11_0_arm64.whl
.
File metadata
- Download URL: FlowUtils-1.1.0-cp310-cp310-macosx_11_0_arm64.whl
- Upload date:
- Size: 19.8 kB
- Tags: CPython 3.10, macOS 11.0+ ARM64
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/5.0.0 CPython/3.10.12
File hashes
Algorithm | Hash digest | |
---|---|---|
SHA256 | a7bcc3f36c28c42b4a2e696a9186f1b3a176130885aab9c8803d8696770bd9a2 |
|
MD5 | 0c84c8921dfe6b9a54a7049bd208b31e |
|
BLAKE2b-256 | 2380884ab22295b87ba14b29a26a5db5f6926b8d5706915c8db23f3cc7260537 |
File details
Details for the file FlowUtils-1.1.0-cp310-cp310-macosx_10_9_x86_64.whl
.
File metadata
- Download URL: FlowUtils-1.1.0-cp310-cp310-macosx_10_9_x86_64.whl
- Upload date:
- Size: 20.8 kB
- Tags: CPython 3.10, macOS 10.9+ x86-64
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/5.0.0 CPython/3.10.12
File hashes
Algorithm | Hash digest | |
---|---|---|
SHA256 | 73c326fd5430d76d31bdb8f1294b1523777c976221da9603f360e832d01999a3 |
|
MD5 | a171e4d1ec4c54fd1597ac087b602e6d |
|
BLAKE2b-256 | 2391d4652bdd2cf3408cc688ec3ae988074d8980b775330b1e4f560dfe3029c7 |
File details
Details for the file FlowUtils-1.1.0-cp39-cp39-win_amd64.whl
.
File metadata
- Download URL: FlowUtils-1.1.0-cp39-cp39-win_amd64.whl
- Upload date:
- Size: 26.8 kB
- Tags: CPython 3.9, Windows x86-64
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/5.0.0 CPython/3.10.12
File hashes
Algorithm | Hash digest | |
---|---|---|
SHA256 | c92a79c3529d9c21ec15a17536c67917392feeba378fce780b5e7170d7e8bd61 |
|
MD5 | 2c4518a6a9319e5c0895053064bcdd12 |
|
BLAKE2b-256 | b987a1adb6118ebf942510a605cc20d49e73c621f83e6f5696a7e6b1dae3efa0 |
File details
Details for the file FlowUtils-1.1.0-cp39-cp39-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl
.
File metadata
- Download URL: FlowUtils-1.1.0-cp39-cp39-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl
- Upload date:
- Size: 52.4 kB
- Tags: CPython 3.9, manylinux: glibc 2.17+ x86-64, manylinux: glibc 2.5+ x86-64
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/5.0.0 CPython/3.10.12
File hashes
Algorithm | Hash digest | |
---|---|---|
SHA256 | 64175cee4f2b1d2a55d27144710aa9633900aa799328813bc07e28b1ee412311 |
|
MD5 | 4009791e51120d0042e132a36445974e |
|
BLAKE2b-256 | 0a47fc448b552a23161e5741cd80c69c131c16eb020c2a19a0efe9665e60fc19 |
File details
Details for the file FlowUtils-1.1.0-cp39-cp39-macosx_11_0_arm64.whl
.
File metadata
- Download URL: FlowUtils-1.1.0-cp39-cp39-macosx_11_0_arm64.whl
- Upload date:
- Size: 19.8 kB
- Tags: CPython 3.9, macOS 11.0+ ARM64
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/5.0.0 CPython/3.10.12
File hashes
Algorithm | Hash digest | |
---|---|---|
SHA256 | 287f4067db68a8af1a357f84c3c6aa867c1c0ce0585134cd8db9debf63b25ac8 |
|
MD5 | f79e03bdec0db76beccba1081c0a1811 |
|
BLAKE2b-256 | 9a90824451956a91fd673dd222edfa631137859ff493c1257aa57ad187907459 |
File details
Details for the file FlowUtils-1.1.0-cp39-cp39-macosx_10_9_x86_64.whl
.
File metadata
- Download URL: FlowUtils-1.1.0-cp39-cp39-macosx_10_9_x86_64.whl
- Upload date:
- Size: 20.8 kB
- Tags: CPython 3.9, macOS 10.9+ x86-64
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/5.0.0 CPython/3.10.12
File hashes
Algorithm | Hash digest | |
---|---|---|
SHA256 | e62188d1cfd377c0e9ee12ae55bf8645cfca7ab97de770db42611473ac5b49ca |
|
MD5 | 9695db1f25caa4aeac7e14cdb79b4687 |
|
BLAKE2b-256 | e041ca49b4d146a12df59ad369c6ac62a0dd4536822e995ba50ca4bc42edbe86 |
File details
Details for the file FlowUtils-1.1.0-cp38-cp38-win_amd64.whl
.
File metadata
- Download URL: FlowUtils-1.1.0-cp38-cp38-win_amd64.whl
- Upload date:
- Size: 26.8 kB
- Tags: CPython 3.8, Windows x86-64
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/5.0.0 CPython/3.10.12
File hashes
Algorithm | Hash digest | |
---|---|---|
SHA256 | 1aafcf46451fe3b1d51038003b82ffcc4235a8e88c80e884476fa00fd2115be5 |
|
MD5 | 5f2ab1fdccdb0cf015b8b5a894ed32d9 |
|
BLAKE2b-256 | 44900d09c4f98e880bda66b8d47e43b8fd3bc862b3fdc0d0ad5433c9afcefe4c |
File details
Details for the file FlowUtils-1.1.0-cp38-cp38-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl
.
File metadata
- Download URL: FlowUtils-1.1.0-cp38-cp38-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl
- Upload date:
- Size: 52.6 kB
- Tags: CPython 3.8, manylinux: glibc 2.17+ x86-64, manylinux: glibc 2.5+ x86-64
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/5.0.0 CPython/3.10.12
File hashes
Algorithm | Hash digest | |
---|---|---|
SHA256 | 0e661c8bb450ff523bdb9c3862a128d89f68a03ad51857f324badee45e5396e2 |
|
MD5 | 0dcacfb8bd087106b058210e444d1978 |
|
BLAKE2b-256 | faecb3f6cf89e1e4ab7ae608461d510809efb9ab229b0fe2d71968fbe91434e4 |
File details
Details for the file FlowUtils-1.1.0-cp38-cp38-macosx_11_0_arm64.whl
.
File metadata
- Download URL: FlowUtils-1.1.0-cp38-cp38-macosx_11_0_arm64.whl
- Upload date:
- Size: 19.8 kB
- Tags: CPython 3.8, macOS 11.0+ ARM64
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/5.0.0 CPython/3.10.12
File hashes
Algorithm | Hash digest | |
---|---|---|
SHA256 | fd315805549650e3d503622a7ba27f2f6a98487d729a626fd9eba3dce719dcd4 |
|
MD5 | 60491f27040870872e8ff90d3a91de1f |
|
BLAKE2b-256 | 0d2dfa3eef5683de23d44a3e0956f740ed0ac69a2b88d9e01ae4b7482718ebad |
File details
Details for the file FlowUtils-1.1.0-cp38-cp38-macosx_10_9_x86_64.whl
.
File metadata
- Download URL: FlowUtils-1.1.0-cp38-cp38-macosx_10_9_x86_64.whl
- Upload date:
- Size: 20.8 kB
- Tags: CPython 3.8, macOS 10.9+ x86-64
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/5.0.0 CPython/3.10.12
File hashes
Algorithm | Hash digest | |
---|---|---|
SHA256 | 2884142d51eac4d948783cc3265dcf7e9c40bafdf9b4415174b9396ee3130abe |
|
MD5 | a791d3cf34ea046255df7ddf755a57f3 |
|
BLAKE2b-256 | 89a970243c645a68722b66184dfe2da5e1e1e396ea6db4943f41232b5e0dd2ed |
File details
Details for the file FlowUtils-1.1.0-cp37-cp37m-win_amd64.whl
.
File metadata
- Download URL: FlowUtils-1.1.0-cp37-cp37m-win_amd64.whl
- Upload date:
- Size: 26.8 kB
- Tags: CPython 3.7m, Windows x86-64
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/5.0.0 CPython/3.10.12
File hashes
Algorithm | Hash digest | |
---|---|---|
SHA256 | 870cd490c0c1795f908b9e96dd8436eaf72edb7f3c6feba30f7ea3f7ef713940 |
|
MD5 | 509360068efbaa28d5e57782e168858c |
|
BLAKE2b-256 | f9442efdf65d3cd34739cd419054cdb901f58c9ceebdde1f99f8e899bd3da26d |
File details
Details for the file FlowUtils-1.1.0-cp37-cp37m-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl
.
File metadata
- Download URL: FlowUtils-1.1.0-cp37-cp37m-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl
- Upload date:
- Size: 52.0 kB
- Tags: CPython 3.7m, manylinux: glibc 2.17+ x86-64, manylinux: glibc 2.5+ x86-64
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/5.0.0 CPython/3.10.12
File hashes
Algorithm | Hash digest | |
---|---|---|
SHA256 | 59c44674cfa50bdaa2a8491f431370793540335202da5758c915c11cfd9b70cd |
|
MD5 | a21803a51666a2c5fd2a783f74f3ae94 |
|
BLAKE2b-256 | 71ec8bce6bb9a9c3a6cf4b56c15b8a154bfc0b1aad9dbcb07831ad53b211f74e |
File details
Details for the file FlowUtils-1.1.0-cp37-cp37m-macosx_10_9_x86_64.whl
.
File metadata
- Download URL: FlowUtils-1.1.0-cp37-cp37m-macosx_10_9_x86_64.whl
- Upload date:
- Size: 20.6 kB
- Tags: CPython 3.7m, macOS 10.9+ x86-64
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/5.0.0 CPython/3.10.12
File hashes
Algorithm | Hash digest | |
---|---|---|
SHA256 | b55332069b354b6be275f74941a381e00bbea2202874fbc8ffab3cd8c9672164 |
|
MD5 | 229d0cb869838445fe8f187059a678e8 |
|
BLAKE2b-256 | 819442aeab49dc030a8a87109360dc27904048efc812d6c3991bfed6051b15d6 |