Skip to main content

UBC Solar's Simulation Environment

Project description

UBC Solar Physics

Documentation Status

UBC Solar's physics and environment models for simulating our groundbreaking solar cars.

The API is currently unstable, and backwards compatibility may not be maintained.

Requirements

Versions indicated are recommended

  • Git [^1]
  • Python >=3.9 [^2]
  • Rustc >=1.79.0 [^3]
  • Cargo >=1.79.0 [^4]

Installation

First, clone this repository.

git clone https://github.com/UBC-Solar/physics.git

Then, create and activate a virtual environment. Next, install dependencies in editable mode.

pip3 install -e .

Getting Started

Example of calculating solar arrays produced energy

from physics.models.arrays import BasicArray
import numpy as np

efficiency = 0.25  # 25.0% efficient
panel_size = 4.0   # 4.0m^2 of panels
tick = 1.0         # 1.0s interval

arrays = BasicArray(panel_efficiency=efficiency, panel_size=panel_size)

irradiance = np.full([5], 400.0)  # 10 seconds of 400.0W/m^2 irradiance

solar_power_produced = arrays.calculate_produced_energy(solar_irradiance=irradiance, tick=tick)

assert np.array_equal(solar_power_produced, np.array([400.0, 400.0, 400.0, 400.0, 400.0]))

Appendix

[^1]: use git --version to verify version

[^2]: use python3 --version to verify version

[^3]: use rustc --version to verify version

[^4]: use cargo --version to verify version

Project details


Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distributions

No source distribution files available for this release.See tutorial on generating distribution archives.

Built Distributions

ubc_solar_physics-1.0.4-cp313-cp313-win_amd64.whl (198.2 kB view details)

Uploaded CPython 3.13 Windows x86-64

ubc_solar_physics-1.0.4-cp313-cp313-win32.whl (187.6 kB view details)

Uploaded CPython 3.13 Windows x86

ubc_solar_physics-1.0.4-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (354.8 kB view details)

Uploaded CPython 3.13 manylinux: glibc 2.17+ x86-64

ubc_solar_physics-1.0.4-cp313-cp313-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl (359.3 kB view details)

Uploaded CPython 3.13 manylinux: glibc 2.17+ i686 manylinux: glibc 2.5+ i686

ubc_solar_physics-1.0.4-cp313-cp313-macosx_11_0_arm64.whl (299.8 kB view details)

Uploaded CPython 3.13 macOS 11.0+ ARM64

ubc_solar_physics-1.0.4-cp313-cp313-macosx_10_13_x86_64.whl (306.5 kB view details)

Uploaded CPython 3.13 macOS 10.13+ x86-64

ubc_solar_physics-1.0.4-cp312-cp312-win_amd64.whl (198.2 kB view details)

Uploaded CPython 3.12 Windows x86-64

ubc_solar_physics-1.0.4-cp312-cp312-win32.whl (187.6 kB view details)

Uploaded CPython 3.12 Windows x86

ubc_solar_physics-1.0.4-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (354.8 kB view details)

Uploaded CPython 3.12 manylinux: glibc 2.17+ x86-64

ubc_solar_physics-1.0.4-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl (359.3 kB view details)

Uploaded CPython 3.12 manylinux: glibc 2.17+ i686 manylinux: glibc 2.5+ i686

ubc_solar_physics-1.0.4-cp312-cp312-macosx_11_0_arm64.whl (299.8 kB view details)

Uploaded CPython 3.12 macOS 11.0+ ARM64

ubc_solar_physics-1.0.4-cp312-cp312-macosx_10_9_x86_64.whl (306.5 kB view details)

Uploaded CPython 3.12 macOS 10.9+ x86-64

ubc_solar_physics-1.0.4-cp311-cp311-win_amd64.whl (198.1 kB view details)

Uploaded CPython 3.11 Windows x86-64

ubc_solar_physics-1.0.4-cp311-cp311-win32.whl (187.7 kB view details)

Uploaded CPython 3.11 Windows x86

ubc_solar_physics-1.0.4-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (354.9 kB view details)

Uploaded CPython 3.11 manylinux: glibc 2.17+ x86-64

ubc_solar_physics-1.0.4-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl (360.2 kB view details)

Uploaded CPython 3.11 manylinux: glibc 2.17+ i686 manylinux: glibc 2.5+ i686

ubc_solar_physics-1.0.4-cp311-cp311-macosx_11_0_arm64.whl (299.5 kB view details)

Uploaded CPython 3.11 macOS 11.0+ ARM64

ubc_solar_physics-1.0.4-cp311-cp311-macosx_10_9_x86_64.whl (307.7 kB view details)

Uploaded CPython 3.11 macOS 10.9+ x86-64

ubc_solar_physics-1.0.4-cp310-cp310-win_amd64.whl (198.3 kB view details)

Uploaded CPython 3.10 Windows x86-64

ubc_solar_physics-1.0.4-cp310-cp310-win32.whl (187.8 kB view details)

Uploaded CPython 3.10 Windows x86

ubc_solar_physics-1.0.4-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (354.8 kB view details)

Uploaded CPython 3.10 manylinux: glibc 2.17+ x86-64

ubc_solar_physics-1.0.4-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl (360.1 kB view details)

Uploaded CPython 3.10 manylinux: glibc 2.17+ i686 manylinux: glibc 2.5+ i686

ubc_solar_physics-1.0.4-cp310-cp310-macosx_11_0_arm64.whl (299.4 kB view details)

Uploaded CPython 3.10 macOS 11.0+ ARM64

ubc_solar_physics-1.0.4-cp310-cp310-macosx_10_9_x86_64.whl (307.7 kB view details)

Uploaded CPython 3.10 macOS 10.9+ x86-64

ubc_solar_physics-1.0.4-cp39-cp39-win_amd64.whl (198.4 kB view details)

Uploaded CPython 3.9 Windows x86-64

ubc_solar_physics-1.0.4-cp39-cp39-win32.whl (188.1 kB view details)

Uploaded CPython 3.9 Windows x86

ubc_solar_physics-1.0.4-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (355.6 kB view details)

Uploaded CPython 3.9 manylinux: glibc 2.17+ x86-64

ubc_solar_physics-1.0.4-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl (360.2 kB view details)

Uploaded CPython 3.9 manylinux: glibc 2.17+ i686 manylinux: glibc 2.5+ i686

ubc_solar_physics-1.0.4-cp39-cp39-macosx_11_0_arm64.whl (300.4 kB view details)

Uploaded CPython 3.9 macOS 11.0+ ARM64

ubc_solar_physics-1.0.4-cp39-cp39-macosx_10_9_x86_64.whl (307.6 kB view details)

Uploaded CPython 3.9 macOS 10.9+ x86-64

File details

Details for the file ubc_solar_physics-1.0.4-cp313-cp313-win_amd64.whl.

File metadata

File hashes

Hashes for ubc_solar_physics-1.0.4-cp313-cp313-win_amd64.whl
Algorithm Hash digest
SHA256 5cad5456a7f146131473961ff6f299b780c65cd273fcc07e0256407e2e48fdec
MD5 6a96433c26ca1f8b375b162dd4d9a630
BLAKE2b-256 052b0a17577f792ee9f0b499ecdf01e73faa927663d6f611973be5a49f4bb1e1

See more details on using hashes here.

Provenance

File details

Details for the file ubc_solar_physics-1.0.4-cp313-cp313-win32.whl.

File metadata

File hashes

Hashes for ubc_solar_physics-1.0.4-cp313-cp313-win32.whl
Algorithm Hash digest
SHA256 69caba360c44cc42597e3265a48910aad039cca832a778d3f636cdfd8bcd440a
MD5 0a85db2d7a0dc791fe15181a6c26fdc3
BLAKE2b-256 9015b97a75e88b58b0a08da2166a471721061a9c3f9e3dd4ca9dae527df7a4bb

See more details on using hashes here.

Provenance

File details

Details for the file ubc_solar_physics-1.0.4-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for ubc_solar_physics-1.0.4-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 8bce71808192cdbb60f265b7e8e05ee7ebed81ee49ae9c25a011cb2e9c9bbf9f
MD5 5451501c9a20946726dceb37d82ba181
BLAKE2b-256 419840dc6778f0362f07ad7eec353b83c9b5c3f792787df8489e87b7fadd4c2d

See more details on using hashes here.

Provenance

File details

Details for the file ubc_solar_physics-1.0.4-cp313-cp313-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl.

File metadata

File hashes

Hashes for ubc_solar_physics-1.0.4-cp313-cp313-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm Hash digest
SHA256 d371784bdb1488c9cc74998c6039b1d0a983a9225bda621b6ce9ac9ad25fdb38
MD5 6b0a495a6deb4d6c482efac277b3bafe
BLAKE2b-256 c3d321fc0eeb9e2a55c07e9f0fcf32e36fad28082c1854450eb2b92afd565cbc

See more details on using hashes here.

Provenance

File details

Details for the file ubc_solar_physics-1.0.4-cp313-cp313-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for ubc_solar_physics-1.0.4-cp313-cp313-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 c412999ab2d518beea321497fd4900e1ebcf94dcae97723702096d05c335ad22
MD5 d20ba3f2651a82dc2e7b6483131dcccf
BLAKE2b-256 9625d7aa281802314f030da2f20f4c60abf1a25c73a5cdb843af5f5581c3c53f

See more details on using hashes here.

Provenance

File details

Details for the file ubc_solar_physics-1.0.4-cp313-cp313-macosx_10_13_x86_64.whl.

File metadata

File hashes

Hashes for ubc_solar_physics-1.0.4-cp313-cp313-macosx_10_13_x86_64.whl
Algorithm Hash digest
SHA256 109cd508bee6f82948ae166a5f9249c1099b4c58c37b5f59459c5c234503f247
MD5 c210251df0dd62cda7e50fe85d3f8d7c
BLAKE2b-256 883beec05bbbc219729c815f9afee99248656d82ada7b00dc0bd5cc8d30e6c6f

See more details on using hashes here.

Provenance

File details

Details for the file ubc_solar_physics-1.0.4-cp312-cp312-win_amd64.whl.

File metadata

File hashes

Hashes for ubc_solar_physics-1.0.4-cp312-cp312-win_amd64.whl
Algorithm Hash digest
SHA256 7e7ddafe868f8afbce5a5128c37059efe104257442079697a2d079f4b9e26bee
MD5 5847a9d4cf73a112cb0525c89df5934d
BLAKE2b-256 0bd71d257381076bc642e331ff486b312246d44ca059e59c16be2c2034f390b6

See more details on using hashes here.

Provenance

File details

Details for the file ubc_solar_physics-1.0.4-cp312-cp312-win32.whl.

File metadata

File hashes

Hashes for ubc_solar_physics-1.0.4-cp312-cp312-win32.whl
Algorithm Hash digest
SHA256 abbc20866779adad4686db7cf758ce89fdb403041f26cb1248205979460a6515
MD5 48951574886039b65f83c5573c093da9
BLAKE2b-256 0e2000da45b3e494bd70820ed9a2ad6c8abd2fce31862496a4de6af629e86243

See more details on using hashes here.

Provenance

File details

Details for the file ubc_solar_physics-1.0.4-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for ubc_solar_physics-1.0.4-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 cdc5edd8b22c9faf9cd11397d7de95281a2ac900517ec37ade1799a156b93a72
MD5 23bc867aa67985deca2b810f61ed289a
BLAKE2b-256 73d6ce4bb6a1704bd57dcc6e22ae5769a1d9b75003910084273835c74ba26e68

See more details on using hashes here.

Provenance

File details

Details for the file ubc_solar_physics-1.0.4-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl.

File metadata

File hashes

Hashes for ubc_solar_physics-1.0.4-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm Hash digest
SHA256 3bdac3428568f99a106192fea9a018db6bf4337eff87dea90294ee6c1c0c469e
MD5 63962a2114f160c2023defd4e9112ba7
BLAKE2b-256 dd252f97bce23ac60b50ab95056f38c85030516e564a9934d2941932aaf4deac

See more details on using hashes here.

Provenance

File details

Details for the file ubc_solar_physics-1.0.4-cp312-cp312-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for ubc_solar_physics-1.0.4-cp312-cp312-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 7f55caf2a5f14e99ae4968f5207555bb39c96b4285d4cd933de5bd2a1ca243d6
MD5 f0deacf925789a4ca5851b76066b96ce
BLAKE2b-256 18f19115e64d8933e1e71f6c960ca58dd544231caac55d08dc9d1c9ee3a1f0e8

See more details on using hashes here.

Provenance

File details

Details for the file ubc_solar_physics-1.0.4-cp312-cp312-macosx_10_9_x86_64.whl.

File metadata

File hashes

Hashes for ubc_solar_physics-1.0.4-cp312-cp312-macosx_10_9_x86_64.whl
Algorithm Hash digest
SHA256 e4a2858ecfb08898209873f70f760610f9b2c4c5c04910fd70b7a701149bb7c2
MD5 e4bda126e47976e725912e7e5a233dd1
BLAKE2b-256 c28b1420d5bc48e3c85b54ccd5f00535e54f6663d39d6bf279293424cb1014b5

See more details on using hashes here.

Provenance

File details

Details for the file ubc_solar_physics-1.0.4-cp311-cp311-win_amd64.whl.

File metadata

File hashes

Hashes for ubc_solar_physics-1.0.4-cp311-cp311-win_amd64.whl
Algorithm Hash digest
SHA256 47e06a66710d05587774ffe38a74e0c9bad46c4c6ac5cbcdcb00df46c837e8bf
MD5 ae80108d8dc1eabdbeeddcc988ad4603
BLAKE2b-256 b591411a03123d477cab0f64795bc5f7be3227ba26135e8e5e515f4d316f6a76

See more details on using hashes here.

Provenance

File details

Details for the file ubc_solar_physics-1.0.4-cp311-cp311-win32.whl.

File metadata

File hashes

Hashes for ubc_solar_physics-1.0.4-cp311-cp311-win32.whl
Algorithm Hash digest
SHA256 0855b20cd4788fdacbe3f321d6c79ff31b3420029d68bb2874f821d3ee5ce5df
MD5 8073f561f71ccdc15794469aa03cc5e0
BLAKE2b-256 fe4c0bfbbaac04e9834fd828dafd96fd01ed7b2b5a461f606022a6a9232fa245

See more details on using hashes here.

Provenance

File details

Details for the file ubc_solar_physics-1.0.4-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for ubc_solar_physics-1.0.4-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 3541f5d1eff55cfbf0060b91ba327b61aab931351481f9e60894b534c1bf3136
MD5 7c820c171fe01e4817ddb2b8fdca1ab4
BLAKE2b-256 26577d0b6f279ae7e090a39c204c0bbc1ea39efef79980cee1ebb0e8a86272c1

See more details on using hashes here.

Provenance

File details

Details for the file ubc_solar_physics-1.0.4-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl.

File metadata

File hashes

Hashes for ubc_solar_physics-1.0.4-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm Hash digest
SHA256 a2028b860ce4ce334bb2c5ceec0cfd69c861cbf4caa984c3ff453daeb5ed91c6
MD5 77b09077a4355c003bd0a2d43152ca4d
BLAKE2b-256 c1f5dc4e969b5a2736d0c84838b4b7e56b4e76d74b543d86daa36fe104456aeb

See more details on using hashes here.

Provenance

File details

Details for the file ubc_solar_physics-1.0.4-cp311-cp311-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for ubc_solar_physics-1.0.4-cp311-cp311-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 58048ca6cd2850831884ca8c69a5a39c067ac47c063d3b76e37e9c2bac94b65a
MD5 4f964f874d62b22301c56878fb8869bc
BLAKE2b-256 93a3d140daaa3e24a4e5a51ed698ba5a0c1a2daccb33f7a953409adef5eb0fd5

See more details on using hashes here.

Provenance

File details

Details for the file ubc_solar_physics-1.0.4-cp311-cp311-macosx_10_9_x86_64.whl.

File metadata

File hashes

Hashes for ubc_solar_physics-1.0.4-cp311-cp311-macosx_10_9_x86_64.whl
Algorithm Hash digest
SHA256 396d374e54f122bac5255025125a21c509faff400e760b9a1e2ed6dd06458a0a
MD5 02d7f8e0dc3115840c3ba21eee7f99c3
BLAKE2b-256 8fc46751121b8495433c94794d2806da5d3a68e8f21dea31c772ba2620e2b820

See more details on using hashes here.

Provenance

File details

Details for the file ubc_solar_physics-1.0.4-cp310-cp310-win_amd64.whl.

File metadata

File hashes

Hashes for ubc_solar_physics-1.0.4-cp310-cp310-win_amd64.whl
Algorithm Hash digest
SHA256 78f83890ca5af380194ed39ed00c25605e49130da5fdbb1c64105f2d3764dfc0
MD5 4c37ed7e69a50d79ee6186038081a3f5
BLAKE2b-256 3784acf87c113108e787aff2a03dabb7580624ec94f08f00a61ac7f004b8f9e3

See more details on using hashes here.

Provenance

File details

Details for the file ubc_solar_physics-1.0.4-cp310-cp310-win32.whl.

File metadata

File hashes

Hashes for ubc_solar_physics-1.0.4-cp310-cp310-win32.whl
Algorithm Hash digest
SHA256 3e29593effe11857ef820260350530a6c73109ce4e15b18ea6f668aa7a09b77c
MD5 8a7b7b733595a224ffff5544248d2abd
BLAKE2b-256 ff4e6ce52a421336a0b09db9c6fc9f542d61e031551ff3e9329436d00957c23f

See more details on using hashes here.

Provenance

File details

Details for the file ubc_solar_physics-1.0.4-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for ubc_solar_physics-1.0.4-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 37ec9faddb883daf94be435a8efe7346eca348189b011783f79b8fe260fd9ef9
MD5 e9096ac46e787ebcce829c9976cf583d
BLAKE2b-256 0ed410cc7080c3c92045ae52aa97840be90c19f614a9cf021215125b83c056e5

See more details on using hashes here.

Provenance

File details

Details for the file ubc_solar_physics-1.0.4-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl.

File metadata

File hashes

Hashes for ubc_solar_physics-1.0.4-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm Hash digest
SHA256 b6c55bcbdfc91ccf699fd2f7c99d1400e2ac8714d7a37f7a6852ee5076309e6b
MD5 27d474b86ff9121bfb92c0970d26938e
BLAKE2b-256 0307bb33b7b312956caca676aba9a27fc5f3d066315c268ffc105cf6d2c367b2

See more details on using hashes here.

Provenance

File details

Details for the file ubc_solar_physics-1.0.4-cp310-cp310-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for ubc_solar_physics-1.0.4-cp310-cp310-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 60f0fb8c83a31c85a351926a43258f99eecd8d52f8eddaffa526784739d3815a
MD5 c44d987021f6e0489bce51d741418a92
BLAKE2b-256 d5fd3f9ff712ce570398d2f64382709a52c0712f343c751b6ffa01efe0d2b760

See more details on using hashes here.

Provenance

File details

Details for the file ubc_solar_physics-1.0.4-cp310-cp310-macosx_10_9_x86_64.whl.

File metadata

File hashes

Hashes for ubc_solar_physics-1.0.4-cp310-cp310-macosx_10_9_x86_64.whl
Algorithm Hash digest
SHA256 bab007e3a1d0ae096165f3e6f07e654ea5de3a3807ec42cfb1aa13870f89059e
MD5 b153ff90d9ceb0ad4ec18f99b547a4d0
BLAKE2b-256 861fdfe49a60b6d3ac774374cd240a27979cb0fe77dff18409d27580af7b7298

See more details on using hashes here.

Provenance

File details

Details for the file ubc_solar_physics-1.0.4-cp39-cp39-win_amd64.whl.

File metadata

File hashes

Hashes for ubc_solar_physics-1.0.4-cp39-cp39-win_amd64.whl
Algorithm Hash digest
SHA256 3c0c672a1f851536c253bbe8cc66ca0fa7867b9529064ae6be80c2c8f01640b0
MD5 009aa0e4eb766687bae82c408a7bb7aa
BLAKE2b-256 9a2b6e8dd58fda318478e316adcc854112096db6995f48bb3fbec8ec0964e16e

See more details on using hashes here.

Provenance

File details

Details for the file ubc_solar_physics-1.0.4-cp39-cp39-win32.whl.

File metadata

File hashes

Hashes for ubc_solar_physics-1.0.4-cp39-cp39-win32.whl
Algorithm Hash digest
SHA256 fe2ca0d0c1f8bd8bb07e000a14017507dbc6ea4ed1ae85f3e7d027b639276d72
MD5 46853f5bb950aadf836e820e53da658f
BLAKE2b-256 6e185185af1f58de41bd29d570a7521ee489c90d1c8b9973142bc94f1ddde144

See more details on using hashes here.

Provenance

File details

Details for the file ubc_solar_physics-1.0.4-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for ubc_solar_physics-1.0.4-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 eb81b64654631f8fdf1564620dc1d7f87ee8865efa29cfc3ce557e13034145ff
MD5 b3a45f5853648284f74e4ea7c0737ce7
BLAKE2b-256 227908c3d9300d232787a41e3eb99cd85d6291d056b3af0aca04d554906e5012

See more details on using hashes here.

Provenance

File details

Details for the file ubc_solar_physics-1.0.4-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl.

File metadata

File hashes

Hashes for ubc_solar_physics-1.0.4-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm Hash digest
SHA256 5dc47ec941337a6cbfedee521890c848281798d329ef4985803cd46f7810b884
MD5 d6fee75894dbc3f22c6258f7b210e96f
BLAKE2b-256 523144429acba6d87928195f399f32eb36e45179e0b36d89a0cc2b57f661ec97

See more details on using hashes here.

Provenance

File details

Details for the file ubc_solar_physics-1.0.4-cp39-cp39-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for ubc_solar_physics-1.0.4-cp39-cp39-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 7bea8afe368df7a8be558a0ce19f5458f09d3dae6e7873c31fafea1ff9df995c
MD5 1485dd23a31d4ffed10a6e193107171b
BLAKE2b-256 da9cc334b69a9b70506299c02b58be3da8b3c64eee3e51344fe1f24f5eebb4aa

See more details on using hashes here.

Provenance

File details

Details for the file ubc_solar_physics-1.0.4-cp39-cp39-macosx_10_9_x86_64.whl.

File metadata

File hashes

Hashes for ubc_solar_physics-1.0.4-cp39-cp39-macosx_10_9_x86_64.whl
Algorithm Hash digest
SHA256 e6da98323a8ac764625203988b3d90df8e8d0aaea9c015efe3ff49f5dc673c5c
MD5 8244a80807ac84df6fa04d70cda8dd87
BLAKE2b-256 dce01f85b26b428232f3eb063361b95a7a5132847d1639d418d54364355d52a5

See more details on using hashes here.

Provenance

Supported by

AWS AWS Cloud computing and Security Sponsor Datadog Datadog Monitoring Fastly Fastly CDN Google Google Download Analytics Microsoft Microsoft PSF Sponsor Pingdom Pingdom Monitoring Sentry Sentry Error logging StatusPage StatusPage Status page