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-0.0.1b2.tar.gz (33.6 kB view details)

Uploaded Source

Built Distributions

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

umepr-0.0.1b2-pp311-pypy311_pp73-musllinux_1_2_x86_64.whl (772.4 kB view details)

Uploaded PyPymusllinux: musl 1.2+ x86-64

umepr-0.0.1b2-pp311-pypy311_pp73-musllinux_1_2_aarch64.whl (746.4 kB view details)

Uploaded PyPymusllinux: musl 1.2+ ARM64

umepr-0.0.1b2-pp311-pypy311_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (601.7 kB view details)

Uploaded PyPymanylinux: glibc 2.17+ x86-64

umepr-0.0.1b2-pp311-pypy311_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl (572.8 kB view details)

Uploaded PyPymanylinux: glibc 2.17+ ARM64

umepr-0.0.1b2-pp310-pypy310_pp73-musllinux_1_2_x86_64.whl (772.4 kB view details)

Uploaded PyPymusllinux: musl 1.2+ x86-64

umepr-0.0.1b2-pp310-pypy310_pp73-musllinux_1_2_aarch64.whl (746.4 kB view details)

Uploaded PyPymusllinux: musl 1.2+ ARM64

umepr-0.0.1b2-pp310-pypy310_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (601.6 kB view details)

Uploaded PyPymanylinux: glibc 2.17+ x86-64

umepr-0.0.1b2-pp310-pypy310_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl (572.8 kB view details)

Uploaded PyPymanylinux: glibc 2.17+ ARM64

umepr-0.0.1b2-pp39-pypy39_pp73-musllinux_1_2_x86_64.whl (773.4 kB view details)

Uploaded PyPymusllinux: musl 1.2+ x86-64

umepr-0.0.1b2-pp39-pypy39_pp73-musllinux_1_2_aarch64.whl (747.6 kB view details)

Uploaded PyPymusllinux: musl 1.2+ ARM64

umepr-0.0.1b2-pp39-pypy39_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl (573.3 kB view details)

Uploaded PyPymanylinux: glibc 2.17+ ARM64

umepr-0.0.1b2-cp313-cp313t-musllinux_1_2_x86_64.whl (772.4 kB view details)

Uploaded CPython 3.13tmusllinux: musl 1.2+ x86-64

umepr-0.0.1b2-cp313-cp313t-musllinux_1_2_aarch64.whl (745.6 kB view details)

Uploaded CPython 3.13tmusllinux: musl 1.2+ ARM64

umepr-0.0.1b2-cp313-cp313t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl (571.9 kB view details)

Uploaded CPython 3.13tmanylinux: glibc 2.17+ ARM64

umepr-0.0.1b2-cp313-cp313-win_amd64.whl (420.5 kB view details)

Uploaded CPython 3.13Windows x86-64

umepr-0.0.1b2-cp313-cp313-musllinux_1_2_x86_64.whl (771.8 kB view details)

Uploaded CPython 3.13musllinux: musl 1.2+ x86-64

umepr-0.0.1b2-cp313-cp313-musllinux_1_2_aarch64.whl (746.3 kB view details)

Uploaded CPython 3.13musllinux: musl 1.2+ ARM64

umepr-0.0.1b2-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (601.0 kB view details)

Uploaded CPython 3.13manylinux: glibc 2.17+ x86-64

umepr-0.0.1b2-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl (573.0 kB view details)

Uploaded CPython 3.13manylinux: glibc 2.17+ ARM64

umepr-0.0.1b2-cp313-cp313-macosx_11_0_arm64.whl (523.1 kB view details)

Uploaded CPython 3.13macOS 11.0+ ARM64

umepr-0.0.1b2-cp313-cp313-macosx_10_12_x86_64.whl (543.5 kB view details)

Uploaded CPython 3.13macOS 10.12+ x86-64

umepr-0.0.1b2-cp312-cp312-win_amd64.whl (421.1 kB view details)

Uploaded CPython 3.12Windows x86-64

umepr-0.0.1b2-cp312-cp312-musllinux_1_2_x86_64.whl (772.4 kB view details)

Uploaded CPython 3.12musllinux: musl 1.2+ x86-64

umepr-0.0.1b2-cp312-cp312-musllinux_1_2_aarch64.whl (747.1 kB view details)

Uploaded CPython 3.12musllinux: musl 1.2+ ARM64

umepr-0.0.1b2-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (601.6 kB view details)

Uploaded CPython 3.12manylinux: glibc 2.17+ x86-64

umepr-0.0.1b2-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl (573.4 kB view details)

Uploaded CPython 3.12manylinux: glibc 2.17+ ARM64

umepr-0.0.1b2-cp312-cp312-macosx_11_0_arm64.whl (523.2 kB view details)

Uploaded CPython 3.12macOS 11.0+ ARM64

umepr-0.0.1b2-cp312-cp312-macosx_10_12_x86_64.whl (543.8 kB view details)

Uploaded CPython 3.12macOS 10.12+ x86-64

umepr-0.0.1b2-cp311-cp311-win_amd64.whl (420.9 kB view details)

Uploaded CPython 3.11Windows x86-64

umepr-0.0.1b2-cp311-cp311-musllinux_1_2_x86_64.whl (771.4 kB view details)

Uploaded CPython 3.11musllinux: musl 1.2+ x86-64

umepr-0.0.1b2-cp311-cp311-musllinux_1_2_aarch64.whl (745.8 kB view details)

Uploaded CPython 3.11musllinux: musl 1.2+ ARM64

umepr-0.0.1b2-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (600.8 kB view details)

Uploaded CPython 3.11manylinux: glibc 2.17+ x86-64

umepr-0.0.1b2-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl (572.1 kB view details)

Uploaded CPython 3.11manylinux: glibc 2.17+ ARM64

umepr-0.0.1b2-cp311-cp311-macosx_11_0_arm64.whl (527.3 kB view details)

Uploaded CPython 3.11macOS 11.0+ ARM64

umepr-0.0.1b2-cp311-cp311-macosx_10_12_x86_64.whl (546.4 kB view details)

Uploaded CPython 3.11macOS 10.12+ x86-64

umepr-0.0.1b2-cp310-cp310-win_amd64.whl (420.6 kB view details)

Uploaded CPython 3.10Windows x86-64

umepr-0.0.1b2-cp310-cp310-musllinux_1_2_x86_64.whl (771.5 kB view details)

Uploaded CPython 3.10musllinux: musl 1.2+ x86-64

umepr-0.0.1b2-cp310-cp310-musllinux_1_2_aarch64.whl (745.2 kB view details)

Uploaded CPython 3.10musllinux: musl 1.2+ ARM64

umepr-0.0.1b2-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (601.1 kB view details)

Uploaded CPython 3.10manylinux: glibc 2.17+ x86-64

umepr-0.0.1b2-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl (571.5 kB view details)

Uploaded CPython 3.10manylinux: glibc 2.17+ ARM64

umepr-0.0.1b2-cp39-cp39-win_amd64.whl (421.3 kB view details)

Uploaded CPython 3.9Windows x86-64

umepr-0.0.1b2-cp39-cp39-musllinux_1_2_x86_64.whl (772.0 kB view details)

Uploaded CPython 3.9musllinux: musl 1.2+ x86-64

umepr-0.0.1b2-cp39-cp39-musllinux_1_2_aarch64.whl (746.3 kB view details)

Uploaded CPython 3.9musllinux: musl 1.2+ ARM64

umepr-0.0.1b2-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (601.7 kB view details)

Uploaded CPython 3.9manylinux: glibc 2.17+ x86-64

umepr-0.0.1b2-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl (572.1 kB view details)

Uploaded CPython 3.9manylinux: glibc 2.17+ ARM64

File details

Details for the file umepr-0.0.1b2.tar.gz.

File metadata

  • Download URL: umepr-0.0.1b2.tar.gz
  • Upload date:
  • Size: 33.6 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: maturin/1.9.3

File hashes

Hashes for umepr-0.0.1b2.tar.gz
Algorithm Hash digest
SHA256 46b4c08ebf47a2f145b518364b1f8d76df829c8fc186083a8af9007e5d5f7032
MD5 5f4342610e8546aa9d409cb3189e03b0
BLAKE2b-256 564e220a312e398f615fdd18ddea9e0c946f8e3f2d08fc71ac22f1a05809f737

See more details on using hashes here.

File details

Details for the file umepr-0.0.1b2-pp311-pypy311_pp73-musllinux_1_2_x86_64.whl.

File metadata

File hashes

Hashes for umepr-0.0.1b2-pp311-pypy311_pp73-musllinux_1_2_x86_64.whl
Algorithm Hash digest
SHA256 4c966fedaafa1b1a2a46bc27e28587557c1e5fae8e22baab69bd473fb28451ac
MD5 2a0053456b80e26892797543c8c14b65
BLAKE2b-256 8a050f957d1e3e539805a1c9f7dcd2a9bb77a3fe031fbc35db3c144b0b5b0e0f

See more details on using hashes here.

File details

Details for the file umepr-0.0.1b2-pp311-pypy311_pp73-musllinux_1_2_aarch64.whl.

File metadata

File hashes

Hashes for umepr-0.0.1b2-pp311-pypy311_pp73-musllinux_1_2_aarch64.whl
Algorithm Hash digest
SHA256 0d70f4db9fe9354ed3f61b01cf9b3bf809bd46ff51c33685d82349382d11a502
MD5 472053118ffd106471da8d3a0a83cd80
BLAKE2b-256 fae5ba4ac20ae12dd655547ef500aba6fa55b46d0aec354e46d9101a9857b670

See more details on using hashes here.

File details

Details for the file umepr-0.0.1b2-pp311-pypy311_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for umepr-0.0.1b2-pp311-pypy311_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 602ec4d772c328d12341b8b3b8c327c2a7661e8186f5396dc7b80bd7583fc97f
MD5 467261c49ba75a09afe4273b7982197e
BLAKE2b-256 bc47b1bed1b00fa874ad7b4dec0a9855e118c899efcb3e51ccae7fb07f9efbc7

See more details on using hashes here.

File details

Details for the file umepr-0.0.1b2-pp311-pypy311_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl.

File metadata

File hashes

Hashes for umepr-0.0.1b2-pp311-pypy311_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm Hash digest
SHA256 158dfa3c3b60f8bcb42259b9ce32c98dc9e8512e2e9903613f6d703b6c971ac4
MD5 942e210c556afe374fa2aa9a654f65b6
BLAKE2b-256 4277234fa5c898b6a526d50dbad84e0fb5d89e9c3e4a1bc2475bec97c4d26381

See more details on using hashes here.

File details

Details for the file umepr-0.0.1b2-pp310-pypy310_pp73-musllinux_1_2_x86_64.whl.

File metadata

File hashes

Hashes for umepr-0.0.1b2-pp310-pypy310_pp73-musllinux_1_2_x86_64.whl
Algorithm Hash digest
SHA256 9f0bfdd2ecdbe236cd7dabc639432d2c71b297482da965a243887ac477f2283c
MD5 95fb9dc14d0385d57df502031a1324e3
BLAKE2b-256 adcc60e94f2a11d6d92e354f518380721616bb6b00d9df0a469783d148e2b9ef

See more details on using hashes here.

File details

Details for the file umepr-0.0.1b2-pp310-pypy310_pp73-musllinux_1_2_aarch64.whl.

File metadata

File hashes

Hashes for umepr-0.0.1b2-pp310-pypy310_pp73-musllinux_1_2_aarch64.whl
Algorithm Hash digest
SHA256 59077663441f4153df9bd5cd2afbec2f5f46bf2282b33fbd7b565ccb17e21928
MD5 4c3f8613190a8729afebee07cdd521b7
BLAKE2b-256 496e0ed797f412ece7fcde23346cc21e13b58cb47a4edc09310da334c27627eb

See more details on using hashes here.

File details

Details for the file umepr-0.0.1b2-pp310-pypy310_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for umepr-0.0.1b2-pp310-pypy310_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 16f3c96050365d55af9185ae72bc1134d8c5c0e631f2de99860d0f049ed435e0
MD5 3b3785098ad8a740d74c5cefd777bb02
BLAKE2b-256 74d5b4eb3978b98d2456a3446ac5f3d16ebe781dc626993b53e5ccc586b717e7

See more details on using hashes here.

File details

Details for the file umepr-0.0.1b2-pp310-pypy310_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl.

File metadata

File hashes

Hashes for umepr-0.0.1b2-pp310-pypy310_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm Hash digest
SHA256 982499f0fcfe06a8354520a7c10926c9b2c63edd6adb6c33645469c0e51663f3
MD5 0294d4f03876371ded97bb04553aab3b
BLAKE2b-256 af143a959d55a80eb51642f94a1331e52014521d471ddad51fa4ad882b5e1d4e

See more details on using hashes here.

File details

Details for the file umepr-0.0.1b2-pp39-pypy39_pp73-musllinux_1_2_x86_64.whl.

File metadata

File hashes

Hashes for umepr-0.0.1b2-pp39-pypy39_pp73-musllinux_1_2_x86_64.whl
Algorithm Hash digest
SHA256 3eae6a69bb73e34c703b5e4a91d879225bb5c31b2671ac6949be14e31913111d
MD5 d140194c98f477305df6151ffbd1d545
BLAKE2b-256 0804f5c2acc269157b448155b9e256c983ea2c5bff530f4e22bc03ccc78bceea

See more details on using hashes here.

File details

Details for the file umepr-0.0.1b2-pp39-pypy39_pp73-musllinux_1_2_aarch64.whl.

File metadata

File hashes

Hashes for umepr-0.0.1b2-pp39-pypy39_pp73-musllinux_1_2_aarch64.whl
Algorithm Hash digest
SHA256 e02ef6c43cc2fa5ce0c7e6a1c200d1007dd3cf3232d69eff0c571bd638327050
MD5 f9f381b67af0773c1f7e35ce3d1def6c
BLAKE2b-256 5816b72301d3fc81ba20ccbb5d082230be767d683452e1804bc6c9e68bb61015

See more details on using hashes here.

File details

Details for the file umepr-0.0.1b2-pp39-pypy39_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl.

File metadata

File hashes

Hashes for umepr-0.0.1b2-pp39-pypy39_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm Hash digest
SHA256 0f2e674b1752bcbcd9aa5bb2e521fb43ad0072153c7ab9599e4b959abec3a41c
MD5 dcde7438bc51574459fcafa362e458b3
BLAKE2b-256 db10a96f3223f33f3cef6201a5fc2d4cb0ab5705ef073c3caf84b8c37c84d4bb

See more details on using hashes here.

File details

Details for the file umepr-0.0.1b2-cp313-cp313t-musllinux_1_2_x86_64.whl.

File metadata

File hashes

Hashes for umepr-0.0.1b2-cp313-cp313t-musllinux_1_2_x86_64.whl
Algorithm Hash digest
SHA256 8f899628ca17be07363c58fa47344a9056c91311c3d4d61ce160829b34c22d99
MD5 0762e84a38deedf067d117f22d94b4d1
BLAKE2b-256 0730b8b54e0071e689d5b939c06ed7025535232e320030dfa984014047e52b2f

See more details on using hashes here.

File details

Details for the file umepr-0.0.1b2-cp313-cp313t-musllinux_1_2_aarch64.whl.

File metadata

File hashes

Hashes for umepr-0.0.1b2-cp313-cp313t-musllinux_1_2_aarch64.whl
Algorithm Hash digest
SHA256 7779bbe15fdc6df9d4b2dad7706ea3f8df40a379f896bcaf39ded486973cc132
MD5 dfa8ba376ba0af2b8e2e9aabd75bd08b
BLAKE2b-256 77b94c6271f740b768e843c9c9cb7e4e4a402424445b0037266fbc5729bcfa47

See more details on using hashes here.

File details

Details for the file umepr-0.0.1b2-cp313-cp313t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl.

File metadata

File hashes

Hashes for umepr-0.0.1b2-cp313-cp313t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm Hash digest
SHA256 0102ec857f296bf49adf69e7de879e8f6ba53f0971c716bb9991e0c474386001
MD5 bb134cecdb2e08d8e6b8e564cf7435e0
BLAKE2b-256 af213d63d54fa826c1f002329a9e5efc7bc062697bea82e40cdc78da4daa9aa4

See more details on using hashes here.

File details

Details for the file umepr-0.0.1b2-cp313-cp313-win_amd64.whl.

File metadata

  • Download URL: umepr-0.0.1b2-cp313-cp313-win_amd64.whl
  • Upload date:
  • Size: 420.5 kB
  • Tags: CPython 3.13, Windows x86-64
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: maturin/1.9.3

File hashes

Hashes for umepr-0.0.1b2-cp313-cp313-win_amd64.whl
Algorithm Hash digest
SHA256 9a1bda5c12e8f01064dd0e79018eee869a9971b3d2a991f5657e034f3b9babeb
MD5 46cb964f00e7fae0b93a910bdb2cca3e
BLAKE2b-256 3eb1ba15988c7ae956b6a62d2d7043bfdee6919ea5d711eb18184ec006b9627a

See more details on using hashes here.

File details

Details for the file umepr-0.0.1b2-cp313-cp313-musllinux_1_2_x86_64.whl.

File metadata

File hashes

Hashes for umepr-0.0.1b2-cp313-cp313-musllinux_1_2_x86_64.whl
Algorithm Hash digest
SHA256 3599d660ebd54b5579f8e8b16e6477b0740abfa30c4fd0b1f30aaa0889190b58
MD5 0c84c77d3327f49bd715d5ba4af6a26c
BLAKE2b-256 08a7a06120b9817ee9ba93e4172993d0202cc0c8d783189e0f33a8ed9e867032

See more details on using hashes here.

File details

Details for the file umepr-0.0.1b2-cp313-cp313-musllinux_1_2_aarch64.whl.

File metadata

File hashes

Hashes for umepr-0.0.1b2-cp313-cp313-musllinux_1_2_aarch64.whl
Algorithm Hash digest
SHA256 cf0f0eb9d7254ae8ee102553e411c748bb4d517a90e6d4ca013e6b998a142a89
MD5 83401cbea331f9e1e4369c8fcbb2e0e9
BLAKE2b-256 1e2b5d373181691d23f0ca2ead72207da8e9b7d04ec7d5dcecc819d0b66b9678

See more details on using hashes here.

File details

Details for the file umepr-0.0.1b2-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for umepr-0.0.1b2-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 6a12b6d93f8a973916da221dc8dcc988bfd6ada2c86a55fc81c8b7a0112579f1
MD5 85c0e235ce3ea8832c241565459009d1
BLAKE2b-256 eb41d608ac516dab3625a2272ee3934062b7d9c532fab0555ecd83a239c62332

See more details on using hashes here.

File details

Details for the file umepr-0.0.1b2-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl.

File metadata

File hashes

Hashes for umepr-0.0.1b2-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm Hash digest
SHA256 dc752f74d7aa5f18126e8b57c6aa6c0b83788034929ed90b9b5510110da75429
MD5 39f01543b229859182379e545fb7e6c4
BLAKE2b-256 5b5fa15e79d6677d05183385cccb0d88250f9e0f858203ac4312d533b36a0b67

See more details on using hashes here.

File details

Details for the file umepr-0.0.1b2-cp313-cp313-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for umepr-0.0.1b2-cp313-cp313-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 74d7c0a9fc78bbb642037a4822beb1b747ef8990a99e211cad7b1cdfff57aa3d
MD5 9983a0bfb48356416298245a4fbea79c
BLAKE2b-256 42fd65eb85ad656b34e18e361a913a1530509832051805c6c0cfab8f960156de

See more details on using hashes here.

File details

Details for the file umepr-0.0.1b2-cp313-cp313-macosx_10_12_x86_64.whl.

File metadata

File hashes

Hashes for umepr-0.0.1b2-cp313-cp313-macosx_10_12_x86_64.whl
Algorithm Hash digest
SHA256 9262f7e98984f9861719874df76388af42b785dd4ca674d03c2adf2944277faa
MD5 bd610d3060a09adbbe43cb19024eb4b4
BLAKE2b-256 b814e4044887247bb95ffa087ec66fbee4ac1a6099c97691d91061abf6f40f67

See more details on using hashes here.

File details

Details for the file umepr-0.0.1b2-cp312-cp312-win_amd64.whl.

File metadata

  • Download URL: umepr-0.0.1b2-cp312-cp312-win_amd64.whl
  • Upload date:
  • Size: 421.1 kB
  • Tags: CPython 3.12, Windows x86-64
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: maturin/1.9.3

File hashes

Hashes for umepr-0.0.1b2-cp312-cp312-win_amd64.whl
Algorithm Hash digest
SHA256 cec28354d56001ed3752ada3c7d2413b3376b1b19b908230c7977388dfab2266
MD5 e1a8d3b2e751175404247a934cc1d4b4
BLAKE2b-256 f1b89ca74f17b4ae95e968e54c67f455cca60217976ea8038823a743f23fefa2

See more details on using hashes here.

File details

Details for the file umepr-0.0.1b2-cp312-cp312-musllinux_1_2_x86_64.whl.

File metadata

File hashes

Hashes for umepr-0.0.1b2-cp312-cp312-musllinux_1_2_x86_64.whl
Algorithm Hash digest
SHA256 eab85537f0315510e054694b4629ff36e2e2db6a73183597f754837966d933ac
MD5 358b0ef99f405437a2826c690d0db56b
BLAKE2b-256 41e88f76baed4e16fdd116cd63cf5be9dd643f6641cfd3b3b710e7fd94e2c311

See more details on using hashes here.

File details

Details for the file umepr-0.0.1b2-cp312-cp312-musllinux_1_2_aarch64.whl.

File metadata

File hashes

Hashes for umepr-0.0.1b2-cp312-cp312-musllinux_1_2_aarch64.whl
Algorithm Hash digest
SHA256 aab5232ea0aea8c860ee4ba68c961238d94e456fbf5fbda5c4c599ade73ddc05
MD5 bdeba40b1927f10924977b71d9dab3c6
BLAKE2b-256 27dd186e9992872ba109692f2a366025e88fe6dd6b92ce15bf780d1ad6ae1e63

See more details on using hashes here.

File details

Details for the file umepr-0.0.1b2-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for umepr-0.0.1b2-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 9f749f6f25f24cea031f3d065bf7cb2f3d4e08c74f66a55d3f50c782d36a76e8
MD5 29bea11658c9d3a799e95aa560e10495
BLAKE2b-256 375fb200a1c4b9b6e61f60c9f653a1211975710785cc65b1f8a0d92b2ceb742f

See more details on using hashes here.

File details

Details for the file umepr-0.0.1b2-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl.

File metadata

File hashes

Hashes for umepr-0.0.1b2-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm Hash digest
SHA256 338ce49a39a17b17a53287eb91565c1cd286281a8688debc41d6bd6e20d0534b
MD5 ed6afa506dd1dec6a2f447cd7d6a651b
BLAKE2b-256 737e3c0b0abf480ea456ca479cd0762bcae86fb9bec0af0c9045d00237fd1d5b

See more details on using hashes here.

File details

Details for the file umepr-0.0.1b2-cp312-cp312-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for umepr-0.0.1b2-cp312-cp312-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 db07b2d15956818fa2acc77bcac7e69394e0135ba0bbc1d2bea5c895184e0190
MD5 856ade800ad91a6a05cb34d3f7bea67a
BLAKE2b-256 900a2b5a1370b0fcdc7f4592b6601b625ff0d89e5d742e05f1f74dbd78951cd2

See more details on using hashes here.

File details

Details for the file umepr-0.0.1b2-cp312-cp312-macosx_10_12_x86_64.whl.

File metadata

File hashes

Hashes for umepr-0.0.1b2-cp312-cp312-macosx_10_12_x86_64.whl
Algorithm Hash digest
SHA256 1863bba976252cf986bfbe3eb79e43b55e1ea7f5ff71f6ccf4ea193cde6b481c
MD5 c727cc001488316987d890fd1ef1cdda
BLAKE2b-256 36e08ad64b9ff37720340c98a14e1d015a5caa701db0356ed1ec74832f6c5c87

See more details on using hashes here.

File details

Details for the file umepr-0.0.1b2-cp311-cp311-win_amd64.whl.

File metadata

  • Download URL: umepr-0.0.1b2-cp311-cp311-win_amd64.whl
  • Upload date:
  • Size: 420.9 kB
  • Tags: CPython 3.11, Windows x86-64
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: maturin/1.9.3

File hashes

Hashes for umepr-0.0.1b2-cp311-cp311-win_amd64.whl
Algorithm Hash digest
SHA256 2a9b58ff4400073d721b6f402fe9f6041ea19925ec20acb9f78f7975c60bedd6
MD5 9d63a6c1f5c845edde6f72661ad4e375
BLAKE2b-256 693bb2c8007f6d743552f5adcafa3b8e60a77059e7e3f64aa1cd1abdd55a1dfb

See more details on using hashes here.

File details

Details for the file umepr-0.0.1b2-cp311-cp311-musllinux_1_2_x86_64.whl.

File metadata

File hashes

Hashes for umepr-0.0.1b2-cp311-cp311-musllinux_1_2_x86_64.whl
Algorithm Hash digest
SHA256 e7ddb2013a8d4aebdd96d572225af8b6dfaa1d6c4715aa7532c94642b27fed54
MD5 87a4cbd5da5c928167f2bb9188b58461
BLAKE2b-256 c414c6f22ae2f965c1bbec6c851f2b7771cdc9fa964b64e15365620cccf8383e

See more details on using hashes here.

File details

Details for the file umepr-0.0.1b2-cp311-cp311-musllinux_1_2_aarch64.whl.

File metadata

File hashes

Hashes for umepr-0.0.1b2-cp311-cp311-musllinux_1_2_aarch64.whl
Algorithm Hash digest
SHA256 77522db56f8593c48bf1991fdd3a4d8b4503c5a3b9997890e57ca2abab8b6a70
MD5 4668fd173c3d13bf0a104d45077b1c80
BLAKE2b-256 9debceb7f6270f5906780deb04bcf775d21bc9e48437aa9d1232d97902348314

See more details on using hashes here.

File details

Details for the file umepr-0.0.1b2-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for umepr-0.0.1b2-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 44c1e570429be6c57c8f4005249a88cf617e1bc6a7a5fd63af45aeb862d7ddbd
MD5 51cb9dd54d90e0ccdb00f274e3365bc6
BLAKE2b-256 864ccd8d5e4f69e5dbb189e515d06f4e34ab314c74321716c2c8d843951b7fc9

See more details on using hashes here.

File details

Details for the file umepr-0.0.1b2-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl.

File metadata

File hashes

Hashes for umepr-0.0.1b2-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm Hash digest
SHA256 bbd6270f6185a55aec200f5be9f4a6d429d85f33e1b4f95b370abb75e3f779fe
MD5 e56bad678486145248daacdc1f1cd96b
BLAKE2b-256 7ffd2bad836a9bf2edb91441edcb3d51be1d8fabf9a47e52a0eda93fe6946a52

See more details on using hashes here.

File details

Details for the file umepr-0.0.1b2-cp311-cp311-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for umepr-0.0.1b2-cp311-cp311-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 ca33c22a5d3ea0824f2ee5926c41cb58f5661407ec14a0c7e72696b5d824d987
MD5 38649b141b5b9056205ccb200ade3eac
BLAKE2b-256 b756cde1b1ab960c9ed452590e8249722896a2e434b71e82545db27ee3484583

See more details on using hashes here.

File details

Details for the file umepr-0.0.1b2-cp311-cp311-macosx_10_12_x86_64.whl.

File metadata

File hashes

Hashes for umepr-0.0.1b2-cp311-cp311-macosx_10_12_x86_64.whl
Algorithm Hash digest
SHA256 78cbb0cf6090518542505b9dc2986a5de2e466f7172969d073dfe182c401594f
MD5 1ff2a08e2acf1037e78423d36581d246
BLAKE2b-256 ba1399e916f63cf3eb92bd2aa16235c5cd8be7b476ed482dc7ce91c093d49fee

See more details on using hashes here.

File details

Details for the file umepr-0.0.1b2-cp310-cp310-win_amd64.whl.

File metadata

  • Download URL: umepr-0.0.1b2-cp310-cp310-win_amd64.whl
  • Upload date:
  • Size: 420.6 kB
  • Tags: CPython 3.10, Windows x86-64
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: maturin/1.9.3

File hashes

Hashes for umepr-0.0.1b2-cp310-cp310-win_amd64.whl
Algorithm Hash digest
SHA256 e6c80d1b8464fd989b7ba3c25a7adc16cc97a556176e7333650a8468930925b0
MD5 ebbc88960cbf81426623a1ce024a0da0
BLAKE2b-256 fa06eec2ed53b4606df25e457740c6c415861ce3873a2b24d0bab8a963af4791

See more details on using hashes here.

File details

Details for the file umepr-0.0.1b2-cp310-cp310-musllinux_1_2_x86_64.whl.

File metadata

File hashes

Hashes for umepr-0.0.1b2-cp310-cp310-musllinux_1_2_x86_64.whl
Algorithm Hash digest
SHA256 1063c8643ebe0429fe5bc405d969b248f7d32426bc883754ea3859a7ef411629
MD5 e22fad77f627eadda8f3b5dfbdffdbe0
BLAKE2b-256 2a423565d245cc5e1a5964b7e85edc99b0ba58da51f909bc4b0eda535306ed3c

See more details on using hashes here.

File details

Details for the file umepr-0.0.1b2-cp310-cp310-musllinux_1_2_aarch64.whl.

File metadata

File hashes

Hashes for umepr-0.0.1b2-cp310-cp310-musllinux_1_2_aarch64.whl
Algorithm Hash digest
SHA256 606950a5607aeabec511dbc85a02e73a85b8467296bbe745e417a422d1cf38fb
MD5 79d1ff226ecabe410b819488fcd9ab2a
BLAKE2b-256 7173d33f1212f91187e87a5ebba198bc078fa45d997bdf332b6d8d426715e500

See more details on using hashes here.

File details

Details for the file umepr-0.0.1b2-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for umepr-0.0.1b2-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 6ec0652b6d0a21f21f2059eed53ce878fcd9fdb266504c23c797d638f486f43b
MD5 f18d023f8e6f4091b024fc22534900d9
BLAKE2b-256 a7518d0a35992ddbd8b05a177fdb8ae549f64df74b15827f620beb61f0145ba9

See more details on using hashes here.

File details

Details for the file umepr-0.0.1b2-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl.

File metadata

File hashes

Hashes for umepr-0.0.1b2-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm Hash digest
SHA256 aa346bd61f2951a0b1973dbb20f478dd31403c81413acf379afce365f0bf67a7
MD5 5fc03645eac30ffab74833e22a4b1d38
BLAKE2b-256 c8959f0e42e595f4d3183601f94fc64a3cf6fa5003f4e0e5903a9aad85e642bd

See more details on using hashes here.

File details

Details for the file umepr-0.0.1b2-cp39-cp39-win_amd64.whl.

File metadata

  • Download URL: umepr-0.0.1b2-cp39-cp39-win_amd64.whl
  • Upload date:
  • Size: 421.3 kB
  • Tags: CPython 3.9, Windows x86-64
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: maturin/1.9.3

File hashes

Hashes for umepr-0.0.1b2-cp39-cp39-win_amd64.whl
Algorithm Hash digest
SHA256 8210e0266053408c21237e6a6b25e1e59510af0fbb90834820adafe83b8b3f29
MD5 fb8e5f05e27e9c953f7dceefe75a75e5
BLAKE2b-256 0b6233bb397efc5478b99ba743f621088332e98c75db95c8e103b7f89b365926

See more details on using hashes here.

File details

Details for the file umepr-0.0.1b2-cp39-cp39-musllinux_1_2_x86_64.whl.

File metadata

File hashes

Hashes for umepr-0.0.1b2-cp39-cp39-musllinux_1_2_x86_64.whl
Algorithm Hash digest
SHA256 ac8d41d093ecfc4e4ce16f9f8ab985109f2bf33c6e5da471fc39172d73875e25
MD5 5350c1e67a2fb5411933b2337085ca58
BLAKE2b-256 8327fb315529848ae69011b2c076da80b7c1f7e8184cd046d7914a74bc4a6bb0

See more details on using hashes here.

File details

Details for the file umepr-0.0.1b2-cp39-cp39-musllinux_1_2_aarch64.whl.

File metadata

File hashes

Hashes for umepr-0.0.1b2-cp39-cp39-musllinux_1_2_aarch64.whl
Algorithm Hash digest
SHA256 eafc77766370a69be84d9e64a52998eec5bd0d6c108f1e5f2805595edcb81fc9
MD5 071a250f720c8c74aa5d6b7021a46ab8
BLAKE2b-256 0f6848a9378a97425f6c8536eda6ef910ff1951191b1e115f67003ba1e889f4a

See more details on using hashes here.

File details

Details for the file umepr-0.0.1b2-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for umepr-0.0.1b2-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 89ed13859dd4cce75f34123c0e16051e5c0dd77b9c600d1bf4563c9b8bf350c7
MD5 f67962b93459a004f4d2af812bedb75a
BLAKE2b-256 9037af6393a2022a96d8fc8752b6f11728b577adf4ae2a75f8d8d50179c52387

See more details on using hashes here.

File details

Details for the file umepr-0.0.1b2-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl.

File metadata

File hashes

Hashes for umepr-0.0.1b2-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm Hash digest
SHA256 ac4f2105b2e0f2460b59b26fb27d0a43953fba59269ec0b680473f134c071316
MD5 6aebee798a35d811c91153b1d7d6cddc
BLAKE2b-256 9e05ea609d51b662e438ffe00bd0f2ae945c3da7b8bef0f2a4acc8af0e2ad5aa

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