The backend of easyclimate
Documentation (latest) • Documentation (main branch) • Documentation (Dev) • Contributing
🤗 What is easyclimate-backend?
The easyclimate-backend is designed to handle the heavy lifting for easyclimate,
allowing the front-end package to offer a user-friendly interface for climate analysis. By leveraging the speed and efficiency of Fortran and C,
The easyclimate-backend makes sure that even the most computationally intensive tasks are managed seamlessly.
🚨 This package is still undergoing rapid development. 🚨
All of the API (functions/classes/interfaces) is subject to change. There may be non-backward compatible changes as we experiment with new design ideas and implement new features. This is not a finished product, use with caution.
😯 How to install?
The easyclimate-backend package can be installed using Python package installer pip.
pip install easyclimate-backend
✨ Requires
- python >= 3.10
- Numpy = 2.1.0 (Required only for building the wheel; the built wheel is compatible with NumPy 1.24.3 and above, including 2.x versions)
- intel-fortran-rt
- dpcpp-cpp-rt
🔧 Build Instructions
Prerequisites (General)
- Windows: Windows 10+
- Linux: glibc 2.28 or later, including: Debian 10+, Ubuntu 18.10+, Fedora 29+, CentOS/RHEL 8+.
Windows
- Install Intel® oneAPI HPC Toolkit 👉 Get the Intel® oneAPI HPC Toolkit
- Install
uv:
winget install uv
-
Install Powershell 7 👉 Install PowerShell on Windows
-
Activate Intel oneAPI environment and run the build script from the project root:
Open the Intel oneAPI command prompt for Intel 64 for Visual Studio 2022 (or higher versions) from the Start menu.
At this point, a cmd terminal window will open and the following information will be printed.
:: initializing oneAPI environment...
Initializing Visual Studio command-line environment...
Visual Studio version 17.14.23 environment configured.
"C:\Program Files\Microsoft Visual Studio\2022\Community\"
Visual Studio command-line environment initialized for: 'x64'
: advisor -- latest
: compiler -- latest
: dal -- latest
: debugger -- latest
: dev-utilities -- latest
: dnnl -- latest
: dpcpp-ct -- latest
: dpl -- latest
: ipp -- latest
: ippcp -- latest
: mkl -- latest
: mpi -- latest
: ocloc -- latest
: pti -- latest
: tbb -- latest
: umf -- latest
: vtune -- latest
:: oneAPI environment initialized ::
Type "pwsh" in your terminal, and then run command
pwsh
cd D:\easyclimate-backend # Replace with your project path
.\scripts\build_wheel_windows.ps1
- The generated wheel file will be located in the
dist/directory.
Linux
- Install Docker on your system.
- Run the build script on a Linux host in project root:
cd /home/shenyulu/easyclimate-backend # Replace with your project path
./scripts/topbuild_manywheel_linux.sh
The resulting wheel will also be placed in the dist/ directory.
🪐 Open Source Software Statement
Please refer to the document.
Metadata
Release files for easyclimate-backend 2026.5.3
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | Provenance | Actions |
|---|---|---|---|---|
| easyclimate_backend-2026.5.3.tar.gz | 15.6 MB | With provenance | Details for easyclimate_backend-2026.5.3.tar.gz |
Built distributions (wheels)
Total release size: 153.3 MB
Release files / easyclimate_backend-2026.5.3.tar.gz
| Download URL | easyclimate_backend-2026.5.3.tar.gz |
|---|---|
| Size | 15.6 MB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
91f8efdfd22a3be0fcf96f61ec8e2b5ea67de91ba89346d5fcc4d706739466e6
|
|
BLAKE2b-256 checksum How to use checksums |
f78dc42273b45127bece40e9812feb6bad45d8e4f63644fad429b9edc95fbbd8
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.13.12
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on May 4, 2026.
Transparency logRelease files / easyclimate_backend-2026.5.3-cp314-cp314-win_amd64.whl
| Download URL | easyclimate_backend-2026.5.3-cp314-cp314-win_amd64.whl |
|---|---|
| Size | 1.9 MB |
| Tags | CPython 3.14 Windows x86-64 |
|
SHA-256 checksum How to use checksums |
cb4086307c0efc837920ac47bf8c722304573e78dd28b18834fb0a3ce0637e0c
|
|
BLAKE2b-256 checksum How to use checksums |
fa51a9fa0518365251ac77e206c57b05c96e9bf121b6e495d1a4074a44d906a7
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.13.12
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on May 4, 2026.
Transparency logRelease files / easyclimate_backend-2026.5.3-cp314-cp314-manylinux_2_26_x86_64.manylinux_2_34_x86_64.whl
| Download URL | easyclimate_backend-2026.5.3-cp314-cp314-manylinux_2_26_x86_64.manylinux_2_34_x86_64.whl |
|---|---|
| Size | 12.2 MB |
| Tags | CPython 3.14 Linux glibc 2.26+ x86-64 Linux glibc 2.34+ x86-64 |
|
SHA-256 checksum How to use checksums |
a450793fd2aae52068c09fb49e906c5d26441178617800ffb8ddeed3ef83d765
|
|
BLAKE2b-256 checksum How to use checksums |
7a412656f7e13853f287fe22a7bdc63d6008953c45fad7dbef5dedb755bded30
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.13.12
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on May 4, 2026.
Transparency logRelease files / easyclimate_backend-2026.5.3-cp314-cp314-manylinux_2_26_x86_64.manylinux_2_28_x86_64.whl
| Download URL | easyclimate_backend-2026.5.3-cp314-cp314-manylinux_2_26_x86_64.manylinux_2_28_x86_64.whl |
|---|---|
| Size | 12.2 MB |
| Tags | CPython 3.14 Linux glibc 2.26+ x86-64 Linux glibc 2.28+ x86-64 |
|
SHA-256 checksum How to use checksums |
7bab1a231e675ff1e9142107357f843a3c8f29d38434393a2d69b0a337c46ccb
|
|
BLAKE2b-256 checksum How to use checksums |
fa68b19e7f6a0499264a064bbeef7b18eafe347b5ead02331aecfb128fb86daa
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.13.12
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on May 4, 2026.
Transparency logRelease files / easyclimate_backend-2026.5.3-cp314-cp314-macosx_11_0_arm64.whl
| Download URL | easyclimate_backend-2026.5.3-cp314-cp314-macosx_11_0_arm64.whl |
|---|---|
| Size | 1.3 MB |
| Tags | CPython 3.14 macOS 11.0+ ARM64 |
|
SHA-256 checksum How to use checksums |
4f44051200c67b1a9f190b4bff46f7a619f270391208dcbede7397c23014322c
|
|
BLAKE2b-256 checksum How to use checksums |
a33c743f19bf791c78c7108d5bcfbf56b2822ca18d8fa0da60bade1c0e10e640
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.13.12
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on May 4, 2026.
Transparency logRelease files / easyclimate_backend-2026.5.3-cp313-cp313-win_amd64.whl
| Download URL | easyclimate_backend-2026.5.3-cp313-cp313-win_amd64.whl |
|---|---|
| Size | 1.8 MB |
| Tags | CPython 3.13 Windows x86-64 |
|
SHA-256 checksum How to use checksums |
6ab05086aa0aba3357b987fb0e9b1a9f2a386d909eecac17c97963da9f1b1ea1
|
|
BLAKE2b-256 checksum How to use checksums |
4eced44e79e9028a2cde1a75f6b450f1404d6de5aa11cd1dc0f2a3e2b59a3b48
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.13.12
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on May 4, 2026.
Transparency logRelease files / easyclimate_backend-2026.5.3-cp313-cp313-manylinux_2_26_x86_64.manylinux_2_34_x86_64.whl
| Download URL | easyclimate_backend-2026.5.3-cp313-cp313-manylinux_2_26_x86_64.manylinux_2_34_x86_64.whl |
|---|---|
| Size | 12.2 MB |
| Tags | CPython 3.13 Linux glibc 2.26+ x86-64 Linux glibc 2.34+ x86-64 |
|
SHA-256 checksum How to use checksums |
978109823d59de688b090a6f260f6b06f628b587f3232bcca8b51a974dcdaedc
|
|
BLAKE2b-256 checksum How to use checksums |
7a615f714bce9b3790211bff7568e627d70d19ad3fdbd25d8d08d216f22a72bb
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.13.12
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on May 4, 2026.
Transparency logRelease files / easyclimate_backend-2026.5.3-cp313-cp313-manylinux_2_26_x86_64.manylinux_2_28_x86_64.whl
| Download URL | easyclimate_backend-2026.5.3-cp313-cp313-manylinux_2_26_x86_64.manylinux_2_28_x86_64.whl |
|---|---|
| Size | 12.2 MB |
| Tags | CPython 3.13 Linux glibc 2.26+ x86-64 Linux glibc 2.28+ x86-64 |
|
SHA-256 checksum How to use checksums |
1f36f7095ccc053583340fb2635c598815b34ca11f2b8794b97419beaf0b5657
|
|
BLAKE2b-256 checksum How to use checksums |
cfb782c1238896e4c24578aa24956d7a47ba15e1e1b36109bfbe5617825ab5e5
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.13.12
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on May 4, 2026.
Transparency logRelease files / easyclimate_backend-2026.5.3-cp313-cp313-macosx_11_0_arm64.whl
| Download URL | easyclimate_backend-2026.5.3-cp313-cp313-macosx_11_0_arm64.whl |
|---|---|
| Size | 1.3 MB |
| Tags | CPython 3.13 macOS 11.0+ ARM64 |
|
SHA-256 checksum How to use checksums |
072dd72c027f7c35c6f81b148229885807b288b87697daef92a91400aa28a07d
|
|
BLAKE2b-256 checksum How to use checksums |
f854e953ad64abc77b93f1296f14ba88fef438165396a9caf773295edd1316f4
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.13.12
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on May 4, 2026.
Transparency logRelease files / easyclimate_backend-2026.5.3-cp312-cp312-win_amd64.whl
| Download URL | easyclimate_backend-2026.5.3-cp312-cp312-win_amd64.whl |
|---|---|
| Size | 1.8 MB |
| Tags | CPython 3.12 Windows x86-64 |
|
SHA-256 checksum How to use checksums |
9f0b0152e152d8cc2338b1790999cdb5e2184cfdd4218c7167a51f2b627bfe50
|
|
BLAKE2b-256 checksum How to use checksums |
01bed5dc8000e2f2f87fe31f279c38fdc2511694230f2c3ef1efb2301fe49e14
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.13.12
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on May 4, 2026.
Transparency logRelease files / easyclimate_backend-2026.5.3-cp312-cp312-manylinux_2_26_x86_64.manylinux_2_34_x86_64.whl
| Download URL | easyclimate_backend-2026.5.3-cp312-cp312-manylinux_2_26_x86_64.manylinux_2_34_x86_64.whl |
|---|---|
| Size | 12.2 MB |
| Tags | CPython 3.12 Linux glibc 2.26+ x86-64 Linux glibc 2.34+ x86-64 |
|
SHA-256 checksum How to use checksums |
2a1d65e8f68d48f11d8d39d6260e6a3ce5f7d10007397cf44506e703bbc2dad1
|
|
BLAKE2b-256 checksum How to use checksums |
0b559e32fbd421e9e57185111c54714ee6c55e89648484d1235411d4fc6a1ed0
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.13.12
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on May 4, 2026.
Transparency logRelease files / easyclimate_backend-2026.5.3-cp312-cp312-manylinux_2_26_x86_64.manylinux_2_28_x86_64.whl
| Download URL | easyclimate_backend-2026.5.3-cp312-cp312-manylinux_2_26_x86_64.manylinux_2_28_x86_64.whl |
|---|---|
| Size | 12.2 MB |
| Tags | CPython 3.12 Linux glibc 2.26+ x86-64 Linux glibc 2.28+ x86-64 |
|
SHA-256 checksum How to use checksums |
31991e8d23f1214b09e4a6f93554dbb8932b15386865fa35bbaa393cf4af71bd
|
|
BLAKE2b-256 checksum How to use checksums |
5a371b269d3b8fc7224a49ba10033e89f53e84ffb65979e798253b04e7833cf5
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.13.12
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on May 4, 2026.
Transparency logRelease files / easyclimate_backend-2026.5.3-cp312-cp312-macosx_11_0_arm64.whl
| Download URL | easyclimate_backend-2026.5.3-cp312-cp312-macosx_11_0_arm64.whl |
|---|---|
| Size | 1.3 MB |
| Tags | CPython 3.12 macOS 11.0+ ARM64 |
|
SHA-256 checksum How to use checksums |
f5bf688335ec2c3dfc08061bd730637b33bedd64369042c3fbbfd94ddaa26f5f
|
|
BLAKE2b-256 checksum How to use checksums |
e299c7478a65bc99bed93f8ee07f597458f78abc6ca073c5fa6f38ffa8136705
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.13.12
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on May 4, 2026.
Transparency logRelease files / easyclimate_backend-2026.5.3-cp311-cp311-win_amd64.whl
| Download URL | easyclimate_backend-2026.5.3-cp311-cp311-win_amd64.whl |
|---|---|
| Size | 1.8 MB |
| Tags | CPython 3.11 Windows x86-64 |
|
SHA-256 checksum How to use checksums |
95d1d0d3c14844eeb38e9f3602c37f951fa7c97f084eb27e81628bb9ac054e60
|
|
BLAKE2b-256 checksum How to use checksums |
8062474e781822c975b8b8305eefd456ba9497661352bb7468ff26b122840b74
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.13.12
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on May 4, 2026.
Transparency logRelease files / easyclimate_backend-2026.5.3-cp311-cp311-manylinux_2_26_x86_64.manylinux_2_34_x86_64.whl
| Download URL | easyclimate_backend-2026.5.3-cp311-cp311-manylinux_2_26_x86_64.manylinux_2_34_x86_64.whl |
|---|---|
| Size | 12.2 MB |
| Tags | CPython 3.11 Linux glibc 2.26+ x86-64 Linux glibc 2.34+ x86-64 |
|
SHA-256 checksum How to use checksums |
f5424147fdcfeaf39514655dcf179cd76173e0af4d2248424323b2713e39627a
|
|
BLAKE2b-256 checksum How to use checksums |
dd14e14ad7cc913176f45c8fedfcba56dedc72f651bd4c7cfc1788e1618b9e4c
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.13.12
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on May 4, 2026.
Transparency logRelease files / easyclimate_backend-2026.5.3-cp311-cp311-manylinux_2_26_x86_64.manylinux_2_28_x86_64.whl
| Download URL | easyclimate_backend-2026.5.3-cp311-cp311-manylinux_2_26_x86_64.manylinux_2_28_x86_64.whl |
|---|---|
| Size | 12.2 MB |
| Tags | CPython 3.11 Linux glibc 2.26+ x86-64 Linux glibc 2.28+ x86-64 |
|
SHA-256 checksum How to use checksums |
277371c0aadf4f6cf841d9fb306c440900c6dbf89a7e52f395a9574eb813352e
|
|
BLAKE2b-256 checksum How to use checksums |
ee82999326510a793bd3e335b68c8fd91729d757b1ecd2a9dae315fa7482953f
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.13.12
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on May 4, 2026.
Transparency logRelease files / easyclimate_backend-2026.5.3-cp311-cp311-macosx_11_0_arm64.whl
| Download URL | easyclimate_backend-2026.5.3-cp311-cp311-macosx_11_0_arm64.whl |
|---|---|
| Size | 1.3 MB |
| Tags | CPython 3.11 macOS 11.0+ ARM64 |
|
SHA-256 checksum How to use checksums |
8ec12b39f5652557a729a1a5152d806e953a29b6ae679fb8f47571537decf6d7
|
|
BLAKE2b-256 checksum How to use checksums |
f6ac3db859e450e2a0b2342cae7156cd5d98603812153d2c0d09867ee64cec30
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.13.12
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on May 4, 2026.
Transparency logRelease files / easyclimate_backend-2026.5.3-cp310-cp310-win_amd64.whl
| Download URL | easyclimate_backend-2026.5.3-cp310-cp310-win_amd64.whl |
|---|---|
| Size | 1.8 MB |
| Tags | CPython 3.10 Windows x86-64 |
|
SHA-256 checksum How to use checksums |
c78446c3f364f91c7dfa2d53171172f348188a0a478c1d309e0b3f1929062d7a
|
|
BLAKE2b-256 checksum How to use checksums |
3400586d1653c17cbf961aa1e3d5400509c7343be31675d80c56c4d81e83cb1c
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.13.12
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on May 4, 2026.
Transparency logRelease files / easyclimate_backend-2026.5.3-cp310-cp310-manylinux_2_26_x86_64.manylinux_2_34_x86_64.whl
| Download URL | easyclimate_backend-2026.5.3-cp310-cp310-manylinux_2_26_x86_64.manylinux_2_34_x86_64.whl |
|---|---|
| Size | 12.2 MB |
| Tags | CPython 3.10 Linux glibc 2.26+ x86-64 Linux glibc 2.34+ x86-64 |
|
SHA-256 checksum How to use checksums |
b2b3adf9d8fef2ffc7bec1fdad1304e9c3f205dcdd046c2129a7b73a6e93bee9
|
|
BLAKE2b-256 checksum How to use checksums |
6f1cd8d3e48f92ca6a45d4ac9a1c9b4c51a18d73ccd2133eb3202557434a8430
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.13.12
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on May 4, 2026.
Transparency logRelease files / easyclimate_backend-2026.5.3-cp310-cp310-manylinux_2_26_x86_64.manylinux_2_28_x86_64.whl
| Download URL | easyclimate_backend-2026.5.3-cp310-cp310-manylinux_2_26_x86_64.manylinux_2_28_x86_64.whl |
|---|---|
| Size | 12.2 MB |
| Tags | CPython 3.10 Linux glibc 2.26+ x86-64 Linux glibc 2.28+ x86-64 |
|
SHA-256 checksum How to use checksums |
86bd176569fe60cdf54001ee8feae42b9b043b78c2de3c9ee64b20e59ca2579e
|
|
BLAKE2b-256 checksum How to use checksums |
4587822b715f420e4767d051e234a5770e614a534c969ed9723895ee48327e21
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.13.12
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on May 4, 2026.
Transparency logRelease files / easyclimate_backend-2026.5.3-cp310-cp310-macosx_11_0_arm64.whl
| Download URL | easyclimate_backend-2026.5.3-cp310-cp310-macosx_11_0_arm64.whl |
|---|---|
| Size | 1.3 MB |
| Tags | CPython 3.10 macOS 11.0+ ARM64 |
|
SHA-256 checksum How to use checksums |
924d8f89f7e0ebfcf4b84a78f1245441568a864b8fef7b6134de4c0d9222ad5e
|
|
BLAKE2b-256 checksum How to use checksums |
c3efd30540227a8bb6b2899df441f1c0ecbd340acadf68d92a8c61306a7e331a
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.13.12
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on May 4, 2026.
Transparency logSecurity for easyclimate-backend 2026.5.3
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
Full provenance
All 21 files in this release have been uploaded with provenance metadata.
Attestation for easyclimate_backend-2026.5.3.tar.gz
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on May 4, 2026.
Transparency logA note on package security
PyPI is a repository for distributing packages, not a service for auditing them. While third-party security researchers and our staff do their best to detect and remove malicious packages, PyPI cannot guarantee the quality, security or suitability of any given package.
To learn more about protecting yourself from malicious actors, visit our package security documentation.