Skip to main content

rust implementation of urban multi-scale environmental predictor

Project description

UMEP Core

Setup

  • Make sure you have a Python installation on your system
  • Install vscode and github apps.
  • Install uv package manager (e.g. pip install uv).
  • Clone repo.
  • Run uv sync from the directory where pyproject.toml in located to install .venv and packages.
  • Select .venv Python environment.
  • FYI: Recommended settings and extensions are included in the repo. Proceed if prompted to install extensions.
  • Develop and commit to Github often!

Demo

See the demo notebook file at /demo.py.

Also, a test with GBG data is found in /solweig_gbg_test.py

The demo and the test uses the datasets included in the tests folder

Original code

The code reproduced in the umep folder is adapted from the original GPLv3-licensed code by Fredrik Lindberg, Ting Sun, Sue Grimmond, Yihao Tang, Nils Wallenberg.

The original code has been modified to work without QGIS to facilitate Python workflows.

The original code can be found at: UMEP-processing.

This modified code is licensed under the GNU General Public License v3.0.

See the LICENSE file for details.

Please give all credit for UMEP code to the original authors and cite accordingly.

© Copyright 2018 - 2020, Fredrik Lindberg, Ting Sun, Sue Grimmond, Yihao Tang, Nils Wallenberg.

Lindberg F, Grimmond CSB, Gabey A, Huang B, Kent CW, Sun T, Theeuwes N, Järvi L, Ward H, Capel- Timms I, Chang YY, Jonsson P, Krave N, Liu D, Meyer D, Olofson F, Tan JG, Wästberg D, Xue L, Zhang Z (2018) Urban Multi-scale Environmental Predictor (UMEP) - An integrated tool for city-based climate services. Environmental Modelling and Software.99, 70-87 https://doi.org/10.1016/j.envsoft.2017.09.020

Demo Data

Two seprated demo dataset are included

ATENS (vector data)

Tree Canopies

Copernicus

Trees

https://walkable.cityofathens.gr/home

Buildings

http://gis.cityofathens.gr/layers/athens_geonode_data:geonode:c40solarmap

Gothenburg (raster data)

Standard dataset used in tutorials (https://umep-docs.readthedocs.io/en/latest/Tutorials.html)

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

umepr-0.0.1b33.tar.gz (46.9 kB view details)

Uploaded Source

Built Distributions

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

umepr-0.0.1b33-pp311-pypy311_pp73-musllinux_1_2_x86_64.whl (847.3 kB view details)

Uploaded PyPymusllinux: musl 1.2+ x86-64

umepr-0.0.1b33-pp311-pypy311_pp73-musllinux_1_2_aarch64.whl (817.7 kB view details)

Uploaded PyPymusllinux: musl 1.2+ ARM64

umepr-0.0.1b33-pp311-pypy311_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (675.5 kB view details)

Uploaded PyPymanylinux: glibc 2.17+ x86-64

umepr-0.0.1b33-pp311-pypy311_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl (643.4 kB view details)

Uploaded PyPymanylinux: glibc 2.17+ ARM64

umepr-0.0.1b33-pp310-pypy310_pp73-musllinux_1_2_x86_64.whl (847.3 kB view details)

Uploaded PyPymusllinux: musl 1.2+ x86-64

umepr-0.0.1b33-pp310-pypy310_pp73-musllinux_1_2_aarch64.whl (818.0 kB view details)

Uploaded PyPymusllinux: musl 1.2+ ARM64

umepr-0.0.1b33-pp310-pypy310_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (675.3 kB view details)

Uploaded PyPymanylinux: glibc 2.17+ x86-64

umepr-0.0.1b33-pp310-pypy310_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl (643.4 kB view details)

Uploaded PyPymanylinux: glibc 2.17+ ARM64

umepr-0.0.1b33-pp39-pypy39_pp73-musllinux_1_2_x86_64.whl (848.3 kB view details)

Uploaded PyPymusllinux: musl 1.2+ x86-64

umepr-0.0.1b33-pp39-pypy39_pp73-musllinux_1_2_aarch64.whl (818.5 kB view details)

Uploaded PyPymusllinux: musl 1.2+ ARM64

umepr-0.0.1b33-pp39-pypy39_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl (643.7 kB view details)

Uploaded PyPymanylinux: glibc 2.17+ ARM64

umepr-0.0.1b33-cp313-cp313t-musllinux_1_2_x86_64.whl (843.2 kB view details)

Uploaded CPython 3.13tmusllinux: musl 1.2+ x86-64

umepr-0.0.1b33-cp313-cp313t-musllinux_1_2_aarch64.whl (816.0 kB view details)

Uploaded CPython 3.13tmusllinux: musl 1.2+ ARM64

umepr-0.0.1b33-cp313-cp313t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl (641.3 kB view details)

Uploaded CPython 3.13tmanylinux: glibc 2.17+ ARM64

umepr-0.0.1b33-cp313-cp313-win_amd64.whl (501.6 kB view details)

Uploaded CPython 3.13Windows x86-64

umepr-0.0.1b33-cp313-cp313-musllinux_1_2_x86_64.whl (844.4 kB view details)

Uploaded CPython 3.13musllinux: musl 1.2+ x86-64

umepr-0.0.1b33-cp313-cp313-musllinux_1_2_aarch64.whl (817.3 kB view details)

Uploaded CPython 3.13musllinux: musl 1.2+ ARM64

umepr-0.0.1b33-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (672.5 kB view details)

Uploaded CPython 3.13manylinux: glibc 2.17+ x86-64

umepr-0.0.1b33-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl (642.9 kB view details)

Uploaded CPython 3.13manylinux: glibc 2.17+ ARM64

umepr-0.0.1b33-cp313-cp313-macosx_11_0_arm64.whl (592.6 kB view details)

Uploaded CPython 3.13macOS 11.0+ ARM64

umepr-0.0.1b33-cp313-cp313-macosx_10_12_x86_64.whl (622.1 kB view details)

Uploaded CPython 3.13macOS 10.12+ x86-64

umepr-0.0.1b33-cp312-cp312-win_amd64.whl (501.7 kB view details)

Uploaded CPython 3.12Windows x86-64

umepr-0.0.1b33-cp312-cp312-musllinux_1_2_x86_64.whl (844.8 kB view details)

Uploaded CPython 3.12musllinux: musl 1.2+ x86-64

umepr-0.0.1b33-cp312-cp312-musllinux_1_2_aarch64.whl (817.9 kB view details)

Uploaded CPython 3.12musllinux: musl 1.2+ ARM64

umepr-0.0.1b33-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (673.1 kB view details)

Uploaded CPython 3.12manylinux: glibc 2.17+ x86-64

umepr-0.0.1b33-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl (643.5 kB view details)

Uploaded CPython 3.12manylinux: glibc 2.17+ ARM64

umepr-0.0.1b33-cp312-cp312-macosx_11_0_arm64.whl (592.3 kB view details)

Uploaded CPython 3.12macOS 11.0+ ARM64

umepr-0.0.1b33-cp312-cp312-macosx_10_12_x86_64.whl (622.1 kB view details)

Uploaded CPython 3.12macOS 10.12+ x86-64

umepr-0.0.1b33-cp311-cp311-win_amd64.whl (504.0 kB view details)

Uploaded CPython 3.11Windows x86-64

umepr-0.0.1b33-cp311-cp311-musllinux_1_2_x86_64.whl (846.5 kB view details)

Uploaded CPython 3.11musllinux: musl 1.2+ x86-64

umepr-0.0.1b33-cp311-cp311-musllinux_1_2_aarch64.whl (817.1 kB view details)

Uploaded CPython 3.11musllinux: musl 1.2+ ARM64

umepr-0.0.1b33-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (675.2 kB view details)

Uploaded CPython 3.11manylinux: glibc 2.17+ x86-64

umepr-0.0.1b33-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl (642.6 kB view details)

Uploaded CPython 3.11manylinux: glibc 2.17+ ARM64

umepr-0.0.1b33-cp311-cp311-macosx_11_0_arm64.whl (596.4 kB view details)

Uploaded CPython 3.11macOS 11.0+ ARM64

umepr-0.0.1b33-cp311-cp311-macosx_10_12_x86_64.whl (625.2 kB view details)

Uploaded CPython 3.11macOS 10.12+ x86-64

umepr-0.0.1b33-cp310-cp310-win_amd64.whl (503.7 kB view details)

Uploaded CPython 3.10Windows x86-64

umepr-0.0.1b33-cp310-cp310-musllinux_1_2_x86_64.whl (846.4 kB view details)

Uploaded CPython 3.10musllinux: musl 1.2+ x86-64

umepr-0.0.1b33-cp310-cp310-musllinux_1_2_aarch64.whl (817.0 kB view details)

Uploaded CPython 3.10musllinux: musl 1.2+ ARM64

umepr-0.0.1b33-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (674.8 kB view details)

Uploaded CPython 3.10manylinux: glibc 2.17+ x86-64

umepr-0.0.1b33-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl (642.8 kB view details)

Uploaded CPython 3.10manylinux: glibc 2.17+ ARM64

umepr-0.0.1b33-cp39-cp39-win_amd64.whl (504.8 kB view details)

Uploaded CPython 3.9Windows x86-64

umepr-0.0.1b33-cp39-cp39-musllinux_1_2_x86_64.whl (846.9 kB view details)

Uploaded CPython 3.9musllinux: musl 1.2+ x86-64

umepr-0.0.1b33-cp39-cp39-musllinux_1_2_aarch64.whl (817.8 kB view details)

Uploaded CPython 3.9musllinux: musl 1.2+ ARM64

umepr-0.0.1b33-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (675.8 kB view details)

Uploaded CPython 3.9manylinux: glibc 2.17+ x86-64

umepr-0.0.1b33-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl (643.8 kB view details)

Uploaded CPython 3.9manylinux: glibc 2.17+ ARM64

File details

Details for the file umepr-0.0.1b33.tar.gz.

File metadata

  • Download URL: umepr-0.0.1b33.tar.gz
  • Upload date:
  • Size: 46.9 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: maturin/1.9.3

File hashes

Hashes for umepr-0.0.1b33.tar.gz
Algorithm Hash digest
SHA256 8148f6b7d2dbaa6c39044625c19bcd467cb3147e0550ae58400580e9e085bec3
MD5 525c089238f3e971b517ba2f9634dc52
BLAKE2b-256 62538d61bf21aeb58273c45b45c3a408e313158dff503835879183fbd7a3f132

See more details on using hashes here.

File details

Details for the file umepr-0.0.1b33-pp311-pypy311_pp73-musllinux_1_2_x86_64.whl.

File metadata

File hashes

Hashes for umepr-0.0.1b33-pp311-pypy311_pp73-musllinux_1_2_x86_64.whl
Algorithm Hash digest
SHA256 581ff513fcca47be0530d1e63d14ba1b655f3de1f7db8f2eb2d2473bfc30725d
MD5 7f34b568cf7625e6573dfd02926cfd4f
BLAKE2b-256 bed446c579888784b6f30ba5b24b8d81f59e1e23783662e3e8fc403817e67c43

See more details on using hashes here.

File details

Details for the file umepr-0.0.1b33-pp311-pypy311_pp73-musllinux_1_2_aarch64.whl.

File metadata

File hashes

Hashes for umepr-0.0.1b33-pp311-pypy311_pp73-musllinux_1_2_aarch64.whl
Algorithm Hash digest
SHA256 82bd1e9c3f91911de3484c2d1e291dc3801cf1a16a432989a38b4de6254583e6
MD5 9fcc46e19473927be7781adc376f78ba
BLAKE2b-256 6a6eb06fac4ccf8dc7c1c78e4f5d0c5bf36ae1e5519bc656c0eeed0ef1029783

See more details on using hashes here.

File details

Details for the file umepr-0.0.1b33-pp311-pypy311_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for umepr-0.0.1b33-pp311-pypy311_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 660cd5728518e14421138574bf69f37952cf743371df31810d79f77aaa6b0814
MD5 286298c6cd07ea0b194424b59375c72f
BLAKE2b-256 284bf469e2e25c7166abbf135b1486e35522c44a2671654f11291d860f13962f

See more details on using hashes here.

File details

Details for the file umepr-0.0.1b33-pp311-pypy311_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl.

File metadata

File hashes

Hashes for umepr-0.0.1b33-pp311-pypy311_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm Hash digest
SHA256 b80823a01af6c28891b36e4928f07e43e7d60e5db0b8ffe2aa18809562060114
MD5 32da3ddbce907a210e5312f6963fcb29
BLAKE2b-256 e9f7c5bfe1caaabe1365a666aa3b6d54afbe308a3f2ab11852b22884750259a2

See more details on using hashes here.

File details

Details for the file umepr-0.0.1b33-pp310-pypy310_pp73-musllinux_1_2_x86_64.whl.

File metadata

File hashes

Hashes for umepr-0.0.1b33-pp310-pypy310_pp73-musllinux_1_2_x86_64.whl
Algorithm Hash digest
SHA256 7691433f11befcf569df87cfde9b216c968566e3bfd1bc2bbe19ffb3e05116f7
MD5 0bff122771ea433cb7b4440dadc36098
BLAKE2b-256 e6953e505ecc8fb1800637125b4c02c9e8ac9733e10d6a1cf8573dc30b93f491

See more details on using hashes here.

File details

Details for the file umepr-0.0.1b33-pp310-pypy310_pp73-musllinux_1_2_aarch64.whl.

File metadata

File hashes

Hashes for umepr-0.0.1b33-pp310-pypy310_pp73-musllinux_1_2_aarch64.whl
Algorithm Hash digest
SHA256 57416ed3053d33936a225c33bd15bc806c1e8ca4a2fcfc4fff12f481e42d8289
MD5 278df52b4b95b7aafddaf4e0aa12ff6c
BLAKE2b-256 3e6ca7f15bc2c155e0758aae084a75ffd3a6c0f6786980613b0c0ddfc15e7a9c

See more details on using hashes here.

File details

Details for the file umepr-0.0.1b33-pp310-pypy310_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for umepr-0.0.1b33-pp310-pypy310_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 794173324ded1c1ce374e2987c3340dfbea6b52c6fd115c4e7e29a4901c7ae17
MD5 5872bb28a51c2725445099b81d7ac203
BLAKE2b-256 caab85ddf3533563e8ebd430eb8a182b4b828eb4d051562cbc1794832e6256d8

See more details on using hashes here.

File details

Details for the file umepr-0.0.1b33-pp310-pypy310_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl.

File metadata

File hashes

Hashes for umepr-0.0.1b33-pp310-pypy310_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm Hash digest
SHA256 91225edd2ade7280d8b688941fc68220024c42d7fbd3c0d8fa9e084e6dfcec19
MD5 af69eabf00426ee669385ec6fffeb04a
BLAKE2b-256 73d6ca4f884ae40cf9ef47b3ba2722c429908e5c31cd1f31745242b8c1316040

See more details on using hashes here.

File details

Details for the file umepr-0.0.1b33-pp39-pypy39_pp73-musllinux_1_2_x86_64.whl.

File metadata

File hashes

Hashes for umepr-0.0.1b33-pp39-pypy39_pp73-musllinux_1_2_x86_64.whl
Algorithm Hash digest
SHA256 0a188d09176f9d484c81e6c0ab584a3af151022414f8573488041a5872b150cb
MD5 676d0cabd619816b81f07e99963b0f27
BLAKE2b-256 0e2e581e867d4712451b973a7c9b79a7254ecffcf93da5100a19b388bde100be

See more details on using hashes here.

File details

Details for the file umepr-0.0.1b33-pp39-pypy39_pp73-musllinux_1_2_aarch64.whl.

File metadata

File hashes

Hashes for umepr-0.0.1b33-pp39-pypy39_pp73-musllinux_1_2_aarch64.whl
Algorithm Hash digest
SHA256 5992a3744a3fc279db92b2771405b004c3f7ae1d0a5da4a7af4ef5a13877bc09
MD5 99f1a095f3b207675497dcf4422d4153
BLAKE2b-256 b3df2a8d23f26fd14ed077592851447382586186187a6fe6d394d325dbfdcc58

See more details on using hashes here.

File details

Details for the file umepr-0.0.1b33-pp39-pypy39_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl.

File metadata

File hashes

Hashes for umepr-0.0.1b33-pp39-pypy39_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm Hash digest
SHA256 7dbdbc14230e195f7350b4305fc13223b5f44128eb940925753a78d4dbd731e3
MD5 327a333045fee902269a455dd6ec90df
BLAKE2b-256 431cd8f4f16eda4cf455af878766dd0681d3669e1641421a2a7b9fa5ff151790

See more details on using hashes here.

File details

Details for the file umepr-0.0.1b33-cp313-cp313t-musllinux_1_2_x86_64.whl.

File metadata

File hashes

Hashes for umepr-0.0.1b33-cp313-cp313t-musllinux_1_2_x86_64.whl
Algorithm Hash digest
SHA256 1453585c7ca63f9c94f79e8b750e347ec17f88cdd3422574309c859f3faef526
MD5 0d6a4ea9bed643110f269803b0ff0c6f
BLAKE2b-256 9e29f31a6333ead85d2df15783439006f3d6be1ef5f02e5577ee882dab8b2b41

See more details on using hashes here.

File details

Details for the file umepr-0.0.1b33-cp313-cp313t-musllinux_1_2_aarch64.whl.

File metadata

File hashes

Hashes for umepr-0.0.1b33-cp313-cp313t-musllinux_1_2_aarch64.whl
Algorithm Hash digest
SHA256 3a4041fe1b9846c657fb58eb5457a9a72eb2ba4bd1a13505a08a81a7b2fa7875
MD5 07abe24e1fa5458758467a91e7ad219b
BLAKE2b-256 1d6a79156f6579c9cf1f4c64e84feb4dcab57cf40f56d4005b091327fd0407db

See more details on using hashes here.

File details

Details for the file umepr-0.0.1b33-cp313-cp313t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl.

File metadata

File hashes

Hashes for umepr-0.0.1b33-cp313-cp313t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm Hash digest
SHA256 19c7bb9aa76cbc0e58276601d144637485893dfa92bb6dd57b7dd75941786c08
MD5 5ffca45c503e3b8e88bf9cdab7fee9ad
BLAKE2b-256 2f2ebb35190ea5052cefe587b57555fd9fd5a7b94d85a3844ec7a4ce7e582680

See more details on using hashes here.

File details

Details for the file umepr-0.0.1b33-cp313-cp313-win_amd64.whl.

File metadata

File hashes

Hashes for umepr-0.0.1b33-cp313-cp313-win_amd64.whl
Algorithm Hash digest
SHA256 07dd1676911732034b2029412502fb5303b0286cf512d40a08a728d1d2335bb5
MD5 c9e09e081140de55e4ad73006467316a
BLAKE2b-256 0a817436ade84d8d0908009f9bab188fa41bc649df9bc86ed03fac18c5713c5d

See more details on using hashes here.

File details

Details for the file umepr-0.0.1b33-cp313-cp313-musllinux_1_2_x86_64.whl.

File metadata

File hashes

Hashes for umepr-0.0.1b33-cp313-cp313-musllinux_1_2_x86_64.whl
Algorithm Hash digest
SHA256 e6600a270529c581597b7c3ff06b7511abed2056949c721d5b5161c896316c20
MD5 2077ce841cf51c492cb1ae7680fab4a3
BLAKE2b-256 0da8f587b6d4e2362c99cff80308f58d0d66a98b779b519291efde78a7c66e71

See more details on using hashes here.

File details

Details for the file umepr-0.0.1b33-cp313-cp313-musllinux_1_2_aarch64.whl.

File metadata

File hashes

Hashes for umepr-0.0.1b33-cp313-cp313-musllinux_1_2_aarch64.whl
Algorithm Hash digest
SHA256 88695607740e2e5130de9145418c7093aef963a995a22975a0106d440de746b1
MD5 79dd461b4fee6e5c933ee2bf83282f10
BLAKE2b-256 33e977e08ade70d75602d425ca0cb1daef31cb52a169f06168cc678cdcc85cd0

See more details on using hashes here.

File details

Details for the file umepr-0.0.1b33-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for umepr-0.0.1b33-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 d399e6730aa60c569505e387e7ce8ed18c704628163c407b7584332551615cef
MD5 104ef2f8ea0a7c79f2eaab201c1cb97e
BLAKE2b-256 5eea06c0322f5200bb0ec141a240d4c1fe5b8334fead167092523e4680b718f3

See more details on using hashes here.

File details

Details for the file umepr-0.0.1b33-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl.

File metadata

File hashes

Hashes for umepr-0.0.1b33-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm Hash digest
SHA256 116f49774b96619a96bd93adee9de4d41435d8701decbca6eb7dba3be63a61c6
MD5 754d4df59eeb01feddde1711051a8227
BLAKE2b-256 c0d1bbe2ec2052a209b566b15392e7a4e8004d8f34db82400916ba5f2d8df45c

See more details on using hashes here.

File details

Details for the file umepr-0.0.1b33-cp313-cp313-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for umepr-0.0.1b33-cp313-cp313-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 c9b42c2e3ee74b5cf70c8f2fa169dfa4939ec41e44bf96360b2f5fbaf2a9d7b5
MD5 eeee7e2b6fe2ef0747a2113b1b847342
BLAKE2b-256 037efafba68b0b1f83c56ad883650c4317e59c30224b6c7203c45a3efea611de

See more details on using hashes here.

File details

Details for the file umepr-0.0.1b33-cp313-cp313-macosx_10_12_x86_64.whl.

File metadata

File hashes

Hashes for umepr-0.0.1b33-cp313-cp313-macosx_10_12_x86_64.whl
Algorithm Hash digest
SHA256 948e3ac5a85a45e75bd747c7b62a2c65f38f6fafac9fbdb43d7975aad76d3469
MD5 3378099734b83cbead481658c12353b8
BLAKE2b-256 19f43510d0213da6dc8f608ad64f11ed799a4b65abbfd7878b11e6852d03c555

See more details on using hashes here.

File details

Details for the file umepr-0.0.1b33-cp312-cp312-win_amd64.whl.

File metadata

File hashes

Hashes for umepr-0.0.1b33-cp312-cp312-win_amd64.whl
Algorithm Hash digest
SHA256 ff320252c431e64ce2f92921d8b1e0418aca6f3f4ee1212918d62e2cedade73a
MD5 8ecdcafce302aeb009dedff468996110
BLAKE2b-256 6a2b26401205769b8228673f4634e7972d52013c818841c9316b40c5f1e6645e

See more details on using hashes here.

File details

Details for the file umepr-0.0.1b33-cp312-cp312-musllinux_1_2_x86_64.whl.

File metadata

File hashes

Hashes for umepr-0.0.1b33-cp312-cp312-musllinux_1_2_x86_64.whl
Algorithm Hash digest
SHA256 1ba18d47ac2c1bb58049f5aa0092c90d0ae42c908d99537b12a58ef97a4e4fa3
MD5 04a94b7870639867cc0ecf8e92c66a26
BLAKE2b-256 2559ca4a12fe4d303196785c0f4c739bfdee177bcae4f51cc2ba5d2b5d4629f5

See more details on using hashes here.

File details

Details for the file umepr-0.0.1b33-cp312-cp312-musllinux_1_2_aarch64.whl.

File metadata

File hashes

Hashes for umepr-0.0.1b33-cp312-cp312-musllinux_1_2_aarch64.whl
Algorithm Hash digest
SHA256 b7a930981d7dfae39dcfc3524a54f1bbc1f7cb68d37070397194a4549a75b405
MD5 65a3aeb46dfdbb905a881ff0589ee279
BLAKE2b-256 e9c719fdd4786f71cb5605291ff86a13c6d070de8ecd141cf608f293de246f2a

See more details on using hashes here.

File details

Details for the file umepr-0.0.1b33-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for umepr-0.0.1b33-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 18f451058eb4ae99beb5901ade850023eda9da827dd96ebf712217244c6d8342
MD5 d1c5b01980df22e737ae96215701feb3
BLAKE2b-256 23387deaea67dc07241b13c26126c5c0e81f2edbd65179b9b6f85da96ec30416

See more details on using hashes here.

File details

Details for the file umepr-0.0.1b33-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl.

File metadata

File hashes

Hashes for umepr-0.0.1b33-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm Hash digest
SHA256 c2cd1a5d2f297c834426fddeba3bf1bbd5b8d3c00136f9472b1fe8a4f9044b40
MD5 7244eda12dd7780c30eeaac6ae8e5af0
BLAKE2b-256 50a786f1cfc75080bd05783bf4208414eb5c365ac4948bedd9a2b96c5ec9dd48

See more details on using hashes here.

File details

Details for the file umepr-0.0.1b33-cp312-cp312-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for umepr-0.0.1b33-cp312-cp312-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 0080b46b59adb884fa70aedb1c0c9a13ecfdc08030fb7e23ceab0ffeca2ac791
MD5 4a1edee590ad1dd8b8090866ddf2853a
BLAKE2b-256 1a2f4831afc31cd0213526af718c75fd54fa5f97ddfec8c9997b18163b59255c

See more details on using hashes here.

File details

Details for the file umepr-0.0.1b33-cp312-cp312-macosx_10_12_x86_64.whl.

File metadata

File hashes

Hashes for umepr-0.0.1b33-cp312-cp312-macosx_10_12_x86_64.whl
Algorithm Hash digest
SHA256 09d729264673ea08c6c1dbcee9cdca64d6f10844df9ef1dedac2203197cc31aa
MD5 1d0bd86ca1d540d5e317b6a2b2839a00
BLAKE2b-256 ac978761beab74c66f942cc2d98210e1b4e3d57ed3329690bcc281c96b7e590f

See more details on using hashes here.

File details

Details for the file umepr-0.0.1b33-cp311-cp311-win_amd64.whl.

File metadata

File hashes

Hashes for umepr-0.0.1b33-cp311-cp311-win_amd64.whl
Algorithm Hash digest
SHA256 eaa93f79560463711522be47e2ef0e5ea4a3705b5bece06294249e0c2bdcff43
MD5 314cc9c9d7c97bc1e4eb60c41f4b3ee2
BLAKE2b-256 7b5a2968bff0346f540c90587d776bd10285ad24ddac670056e28cec83420f0f

See more details on using hashes here.

File details

Details for the file umepr-0.0.1b33-cp311-cp311-musllinux_1_2_x86_64.whl.

File metadata

File hashes

Hashes for umepr-0.0.1b33-cp311-cp311-musllinux_1_2_x86_64.whl
Algorithm Hash digest
SHA256 314078b29560218467e6c1c347eefc6e20dbcb7b127c8b7fadd941be0b41d9c1
MD5 f6ab6d38063dc2158d940bca3faab182
BLAKE2b-256 60912b50e19aa20bc0c44fac6d676c81d5569eb4ee25d92fc83300566d6be817

See more details on using hashes here.

File details

Details for the file umepr-0.0.1b33-cp311-cp311-musllinux_1_2_aarch64.whl.

File metadata

File hashes

Hashes for umepr-0.0.1b33-cp311-cp311-musllinux_1_2_aarch64.whl
Algorithm Hash digest
SHA256 2266e95eeda8ed9c6d8cdfc36ad88665cdabcc4af564e85e63d23540fc6b74f4
MD5 71f4560eabee79cdf022969aaf790a60
BLAKE2b-256 c7d694931eb25cf56a324c61902354ce63bc6b6cb2d54890000fa116308b7de8

See more details on using hashes here.

File details

Details for the file umepr-0.0.1b33-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for umepr-0.0.1b33-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 fae12356813ee693c78200452dd958a0fdbc5f3356a123335ac26ebd4f51c2d5
MD5 8ce5cadfc556de5281b6dbb7fd9e9931
BLAKE2b-256 38952ca41d6b41e93706e55457d7eb6d3f9026d2ccaab4a16695caec7aa7055b

See more details on using hashes here.

File details

Details for the file umepr-0.0.1b33-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl.

File metadata

File hashes

Hashes for umepr-0.0.1b33-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm Hash digest
SHA256 f8b457afbc7168d8ef03855a2fc6ba133b3003f0a936523a2326f8ecbcd4bebb
MD5 bc67b3e54b2fa845db9adc5f6c71852a
BLAKE2b-256 fc6f6313f991fac568a2aae43f874f914b4f52f22ff05f8e9a3b24160c8ab557

See more details on using hashes here.

File details

Details for the file umepr-0.0.1b33-cp311-cp311-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for umepr-0.0.1b33-cp311-cp311-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 25fd5d860dd308cc7089fe22706ad87601fc86542d764baa28b7a0ad4631e625
MD5 04980826b7595c1180524d551f7ebea3
BLAKE2b-256 90f625ecb893e3d495dff4c7497c87d1d7474c001ca84cde3c8d7e8bea934f6a

See more details on using hashes here.

File details

Details for the file umepr-0.0.1b33-cp311-cp311-macosx_10_12_x86_64.whl.

File metadata

File hashes

Hashes for umepr-0.0.1b33-cp311-cp311-macosx_10_12_x86_64.whl
Algorithm Hash digest
SHA256 783100a72d3f8bc36ec2ee66ce1cbdf4ce5fa377e8f0ca1a1d676a477f180f4d
MD5 c2142e4663cf1b652a3da7ff5aa53d9a
BLAKE2b-256 b617ccad3c4c56a20eb2d0e26e2ad13dc7b51910055e389fc368313ba0a71b6b

See more details on using hashes here.

File details

Details for the file umepr-0.0.1b33-cp310-cp310-win_amd64.whl.

File metadata

File hashes

Hashes for umepr-0.0.1b33-cp310-cp310-win_amd64.whl
Algorithm Hash digest
SHA256 4d97d994e1ab7884e80b5a193a916190bf197af1b9079fcdcd17d21ff0c91968
MD5 50d01b3a0b226968d7ab1b5abe44df84
BLAKE2b-256 ea52628b86577288b4f0cff60add2b5f0a3dd6cec4529fe92c2cb006a9062bbf

See more details on using hashes here.

File details

Details for the file umepr-0.0.1b33-cp310-cp310-musllinux_1_2_x86_64.whl.

File metadata

File hashes

Hashes for umepr-0.0.1b33-cp310-cp310-musllinux_1_2_x86_64.whl
Algorithm Hash digest
SHA256 c9a7af5705731d679aa7a803cde80c50f7c1a552c2a398092596f4ffb2978534
MD5 486f03c639cab7eba4e3166cf2e9f7ba
BLAKE2b-256 59fc85802963a28c75bebf83a0936daf67439381a5ea6f152e9efe1098f38fdc

See more details on using hashes here.

File details

Details for the file umepr-0.0.1b33-cp310-cp310-musllinux_1_2_aarch64.whl.

File metadata

File hashes

Hashes for umepr-0.0.1b33-cp310-cp310-musllinux_1_2_aarch64.whl
Algorithm Hash digest
SHA256 1137bf1f47071ac2e1b2496c52c45ee6dc9ed405e2b824631a3ba17858f06d22
MD5 a1e5cf7b67b491094ee0afc666adf829
BLAKE2b-256 367b976159a3ad6dc2ab97aa4871de809034681bb7c520050a348638fdedfc3c

See more details on using hashes here.

File details

Details for the file umepr-0.0.1b33-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for umepr-0.0.1b33-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 e858f11a96c2474221915732690d2bb4736114c924256ca4366e417b6081961b
MD5 7805115a2dde1a00924aa943a9f9dbea
BLAKE2b-256 78befa4211834f1a1baff7ddb3eb43b82ce1a749b5bef2966088d214b3be5931

See more details on using hashes here.

File details

Details for the file umepr-0.0.1b33-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl.

File metadata

File hashes

Hashes for umepr-0.0.1b33-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm Hash digest
SHA256 64d31bdc0f4198c0e25c3b8742ac4501e9eb91ed8324c06c3dcbe064144bad65
MD5 fb1b3f70d3918ea57d6d34d5dfad1e0d
BLAKE2b-256 80bc75f97c9f7eb9ce8317c2825563f8291439720467358365291f5df2f6b943

See more details on using hashes here.

File details

Details for the file umepr-0.0.1b33-cp39-cp39-win_amd64.whl.

File metadata

  • Download URL: umepr-0.0.1b33-cp39-cp39-win_amd64.whl
  • Upload date:
  • Size: 504.8 kB
  • Tags: CPython 3.9, Windows x86-64
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: maturin/1.9.3

File hashes

Hashes for umepr-0.0.1b33-cp39-cp39-win_amd64.whl
Algorithm Hash digest
SHA256 2865e75638166f2340f159af99dbd197a0c43ba86339dd8d80aa59ebf95fad87
MD5 9606672b57b3add9e70a23e4d471b203
BLAKE2b-256 957a3c84096663f03279302bcd43f354f0e20afba12c2f925aa5004d6cd907f4

See more details on using hashes here.

File details

Details for the file umepr-0.0.1b33-cp39-cp39-musllinux_1_2_x86_64.whl.

File metadata

File hashes

Hashes for umepr-0.0.1b33-cp39-cp39-musllinux_1_2_x86_64.whl
Algorithm Hash digest
SHA256 9a44969dccdf756bc36084792b9505a0fba232d301f66f9559d2ac272e912c40
MD5 6a9ae96116551ae962244be85b431949
BLAKE2b-256 d8d50bd59616b5698547ce610927b2e00393c64e7b28fe91af69cbdb30285667

See more details on using hashes here.

File details

Details for the file umepr-0.0.1b33-cp39-cp39-musllinux_1_2_aarch64.whl.

File metadata

File hashes

Hashes for umepr-0.0.1b33-cp39-cp39-musllinux_1_2_aarch64.whl
Algorithm Hash digest
SHA256 b79aa14380895159ef48c87098979b3bc83895963c61c3d7365bcac5b5aa7b98
MD5 d15130715cab0ab19ee82801998e8ee0
BLAKE2b-256 3787f1fa6eba19e3c19b15dd044503da6c6455a02669ebfdd46360d134179db4

See more details on using hashes here.

File details

Details for the file umepr-0.0.1b33-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for umepr-0.0.1b33-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 25dbd842188787d38d62a1190450f79c4cf8534e0de5a4406e4bcb171302540a
MD5 47faba9cfede50fd92a656168f81607f
BLAKE2b-256 4de83da7c1d8d424a709b3bfb282e2e7071249710bf6fed19f9677f45d562dcf

See more details on using hashes here.

File details

Details for the file umepr-0.0.1b33-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl.

File metadata

File hashes

Hashes for umepr-0.0.1b33-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm Hash digest
SHA256 5f6f3a17a245b8ab4adf1d47d315f95c33356bb32de527655aeefd1a4771bedc
MD5 2f572132e1991c40a553bde9d6258e5f
BLAKE2b-256 968ecad313003c6bf1b9180f3cb4c9fabfcdd010fb290603d74b5338c80a3194

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