Tools for extracting photometry from wide-field night sky images
Project description
A tool for extracting stellar photometry from widefield color or monochrome images of the night sky
[Full documentation](https://kpenev.github.io/AstroWISP/)
Currently the following photometry methods are supported, and in the future we plan to add Image Subtraction:
PSF and PRF fitting
Fit for the distribution of light from a star on the detector (usually constrained to vary smoothly across stars) and an individual amplitude for each star giving a measure of the flux.
Point Spread Function, or PSF, refers to the distribution of light hitting the detector as a function of the offset from the source center. In order to predict the value that a particular pixel should have given the PSF one needs to integrate over the pixel the product of the PSF and the sensitivity of the pixel at each position within the pixel.
Pixel Response Function, or PRF, incorporates the effect of the detector. The value of the PRF at a given offset from the source center gives the value a pixel centered at that location should have.
AstroWISP allows for both PSF and PRF fitting, imposing a requirement that either function depends smoothly on the properties of the star being fit. The dependence is parametrized as an arbitrary polynomial of functions of the relevant parameters. Which properties it is allowed to depend on is entirely up to the user. Typically at least the position of the source center on the detector is included, but other properties can be included as well (e.g. the color of the source, temperature of the telescope tube, etc.). Multiple images can be fit simultaneously imposing the smooth dependence both within and across images.
Aperture photometry
Sum-up the flux in a circular aperture centered around each source. AstroWISP handles pixels that span the aperture boundary by properly integrating the product of th PSF and the sub-pixel sensitivity.
Project details
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distribution
Built Distributions
Filter files by name, interpreter, ABI, and platform.
If you're not sure about the file name format, learn more about wheel file names.
Copy a direct link to the current filters
File details
Details for the file astrowisp-1.5.0.tar.gz.
File metadata
- Download URL: astrowisp-1.5.0.tar.gz
- Upload date:
- Size: 2.2 MB
- Tags: Source
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.1.0 CPython/3.12.2
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
07b96cd6a8808cf757089d416abce24d7c53ed7bfcc3a9dc8f7ba3b7cf218046
|
|
| MD5 |
c4ad19fb9ebd990567eb7b20b6c3f8a6
|
|
| BLAKE2b-256 |
a42ec05aaf91c5c49f3d7e6f3a184ba27be479c7c59d70e7ba22439c5b0fdb69
|
File details
Details for the file astrowisp-1.5.0-pp310-pypy310_pp73-win_amd64.whl.
File metadata
- Download URL: astrowisp-1.5.0-pp310-pypy310_pp73-win_amd64.whl
- Upload date:
- Size: 2.5 MB
- Tags: PyPy, Windows x86-64
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.1.0 CPython/3.12.2
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
f70b6d1a2e61cd4389de3bd7453ed12a603efa12c62af48bdbfe7bc1545cb0c5
|
|
| MD5 |
3b2d688419619bbe20cef82b3ae0ab55
|
|
| BLAKE2b-256 |
3fdceef61bf56c999e7087d3d78b0ad80a1f04b4112b023dd59acb795a679ce2
|
File details
Details for the file astrowisp-1.5.0-pp310-pypy310_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.
File metadata
- Download URL: astrowisp-1.5.0-pp310-pypy310_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
- Upload date:
- Size: 1.7 MB
- Tags: PyPy, manylinux: glibc 2.17+ x86-64
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.1.0 CPython/3.12.2
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
b2d079af6db8fa6056bcf711af33388670edd14768ec8309d8d57d4df30a5b62
|
|
| MD5 |
047d563ba48465d1d472da02dca20756
|
|
| BLAKE2b-256 |
5091f53754ceaacbfc1a97c042b5f08862ae69d8a432ed8a3e3885aad77e6f3e
|
File details
Details for the file astrowisp-1.5.0-pp310-pypy310_pp73-manylinux_2_17_i686.manylinux2014_i686.whl.
File metadata
- Download URL: astrowisp-1.5.0-pp310-pypy310_pp73-manylinux_2_17_i686.manylinux2014_i686.whl
- Upload date:
- Size: 1.7 MB
- Tags: PyPy, manylinux: glibc 2.17+ i686
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.1.0 CPython/3.12.2
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
a7a5acc08d30228516361656bf4e4b5130c5eff5272e25e6ee1efb9116a76640
|
|
| MD5 |
fae66454bc449d94c00f013df29acc3d
|
|
| BLAKE2b-256 |
e930723a7fe774e2f635fd5a4f20ac0b8b5932e349261fec685a79916ae41afc
|
File details
Details for the file astrowisp-1.5.0-pp310-pypy310_pp73-macosx_14_0_arm64.whl.
File metadata
- Download URL: astrowisp-1.5.0-pp310-pypy310_pp73-macosx_14_0_arm64.whl
- Upload date:
- Size: 1.4 MB
- Tags: PyPy, macOS 14.0+ ARM64
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.1.0 CPython/3.12.2
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
8a96a8272344264f754dcdc0c29d11b3a763a69e3856a91645b100a26a6ee1e0
|
|
| MD5 |
23d7e3f51a2e5ea7be006c5526109b8c
|
|
| BLAKE2b-256 |
4ac3343e33ab6ccd97452ed5a1ea02a5e4cbd0ec8ce8cdc9e9b89f2ddf64421b
|
File details
Details for the file astrowisp-1.5.0-pp310-pypy310_pp73-macosx_10_15_x86_64.whl.
File metadata
- Download URL: astrowisp-1.5.0-pp310-pypy310_pp73-macosx_10_15_x86_64.whl
- Upload date:
- Size: 1.5 MB
- Tags: PyPy, macOS 10.15+ x86-64
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.1.0 CPython/3.12.2
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
93f8967ddd5e39ebde45f190f96388e27ce9fb18721f4ebb656e6e2cea95d65d
|
|
| MD5 |
6e1c83927411cb85eeb3c41b29d0955e
|
|
| BLAKE2b-256 |
9a25c540524d0757a01edd912b21f9cf6f23e2b60b049af29b2943145efb2f67
|
File details
Details for the file astrowisp-1.5.0-pp39-pypy39_pp73-win_amd64.whl.
File metadata
- Download URL: astrowisp-1.5.0-pp39-pypy39_pp73-win_amd64.whl
- Upload date:
- Size: 2.5 MB
- Tags: PyPy, Windows x86-64
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.1.0 CPython/3.12.2
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
c02890289b2c397c20014ea0f6e92925e2ead01f786d45de3b4744ca01d92aea
|
|
| MD5 |
058c9179dd66cdecd723dd758e958de3
|
|
| BLAKE2b-256 |
347d1089e9df8cf3759d0ed00e386c734b16ae3486fd27282482f31d6f65c169
|
File details
Details for the file astrowisp-1.5.0-pp39-pypy39_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.
File metadata
- Download URL: astrowisp-1.5.0-pp39-pypy39_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
- Upload date:
- Size: 1.7 MB
- Tags: PyPy, manylinux: glibc 2.17+ x86-64
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.1.0 CPython/3.12.2
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
d4f3f571e164b0afbf2888abe61b5db1ff950cdb2988e34b993ff2c59a2bf611
|
|
| MD5 |
0bd7aabce4e374e8271d8d11110562fd
|
|
| BLAKE2b-256 |
b101cc75cd34e3cce426db42a575cbe00228782c2c6a4bbcf423a9d0cb8cfcae
|
File details
Details for the file astrowisp-1.5.0-pp39-pypy39_pp73-manylinux_2_17_i686.manylinux2014_i686.whl.
File metadata
- Download URL: astrowisp-1.5.0-pp39-pypy39_pp73-manylinux_2_17_i686.manylinux2014_i686.whl
- Upload date:
- Size: 1.7 MB
- Tags: PyPy, manylinux: glibc 2.17+ i686
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.1.0 CPython/3.12.2
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
fd4672d9daf183656ed914d051663fabd1bf7adcaac5ae64c2800e5a50a698f1
|
|
| MD5 |
617fdeb24a9f6169cda0ca3d84c65263
|
|
| BLAKE2b-256 |
2386fb9a1f3d950caa23392ddc4f9a454c10c21fbfa0ba2efcce42f6bcb03dc0
|
File details
Details for the file astrowisp-1.5.0-pp39-pypy39_pp73-macosx_14_0_arm64.whl.
File metadata
- Download URL: astrowisp-1.5.0-pp39-pypy39_pp73-macosx_14_0_arm64.whl
- Upload date:
- Size: 1.4 MB
- Tags: PyPy, macOS 14.0+ ARM64
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.1.0 CPython/3.12.2
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
756779f971ba1750f1453ebe495b8ad11496518d1ed0eca82c39e0b8393841d8
|
|
| MD5 |
56c2e44c787f4db3b33b09456b3ab1af
|
|
| BLAKE2b-256 |
4b7b4a505c05a4b30bbb585b1f2e883cf714ff656672a7841d02c8b9cf6c9b60
|
File details
Details for the file astrowisp-1.5.0-pp39-pypy39_pp73-macosx_10_15_x86_64.whl.
File metadata
- Download URL: astrowisp-1.5.0-pp39-pypy39_pp73-macosx_10_15_x86_64.whl
- Upload date:
- Size: 1.5 MB
- Tags: PyPy, macOS 10.15+ x86-64
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.1.0 CPython/3.12.2
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
fa7c58332a09c149789391a644370580eaf4f5a8a84746e046fac7cc0e83310f
|
|
| MD5 |
82e3ecd4222e14043ac931b7f32c2188
|
|
| BLAKE2b-256 |
29d06c526c50f1f392fb5055a7465940d82fa7a9a5e9f34a3a59cf3a87708acd
|
File details
Details for the file astrowisp-1.5.0-pp38-pypy38_pp73-win_amd64.whl.
File metadata
- Download URL: astrowisp-1.5.0-pp38-pypy38_pp73-win_amd64.whl
- Upload date:
- Size: 2.5 MB
- Tags: PyPy, Windows x86-64
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.1.0 CPython/3.12.2
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
9b2451dc5d17599694d7f5685a7391da7c5d8fa868147617551e651b16b38173
|
|
| MD5 |
e76a43f163506ccb8702e0e94622fb42
|
|
| BLAKE2b-256 |
e1c45721e10203b99e58725552ccbd09423f5959f81d89fcc70b1bc39c565b96
|
File details
Details for the file astrowisp-1.5.0-pp38-pypy38_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.
File metadata
- Download URL: astrowisp-1.5.0-pp38-pypy38_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
- Upload date:
- Size: 1.7 MB
- Tags: PyPy, manylinux: glibc 2.17+ x86-64
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.1.0 CPython/3.12.2
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
e1228f0d8d02e44e986cc5befbc8ba2a8c2c1b8fd55681e8578d0970b366d051
|
|
| MD5 |
141720ec914e653495d5a513ab422513
|
|
| BLAKE2b-256 |
45d1cbec5980e731fbbe06f745f934a30b2904a8cddbcbd0fe76d02cdd9e6e0a
|
File details
Details for the file astrowisp-1.5.0-pp38-pypy38_pp73-manylinux_2_17_i686.manylinux2014_i686.whl.
File metadata
- Download URL: astrowisp-1.5.0-pp38-pypy38_pp73-manylinux_2_17_i686.manylinux2014_i686.whl
- Upload date:
- Size: 1.7 MB
- Tags: PyPy, manylinux: glibc 2.17+ i686
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.1.0 CPython/3.12.2
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
ef5e3af6d2551daf655f60a6c219939262759dc81df0009a3e84916b5182c847
|
|
| MD5 |
f337a503315efc9ab42cb00fe4486fcd
|
|
| BLAKE2b-256 |
012c255ffa9b158216289b75997d10da80d868506205eb5562a02e6592b67ae5
|
File details
Details for the file astrowisp-1.5.0-pp38-pypy38_pp73-macosx_14_0_arm64.whl.
File metadata
- Download URL: astrowisp-1.5.0-pp38-pypy38_pp73-macosx_14_0_arm64.whl
- Upload date:
- Size: 1.4 MB
- Tags: PyPy, macOS 14.0+ ARM64
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.1.0 CPython/3.12.2
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
2481648ce78b3453bd73dadfcda7b47a595442b0cb9d455bf000d7d8a24c9a61
|
|
| MD5 |
a439a99247a8a4781cc225157ce9a744
|
|
| BLAKE2b-256 |
357e9d42ae359c6f3f6632d288d952d9555043cf72dede91d962830cd850516e
|
File details
Details for the file astrowisp-1.5.0-pp38-pypy38_pp73-macosx_10_15_x86_64.whl.
File metadata
- Download URL: astrowisp-1.5.0-pp38-pypy38_pp73-macosx_10_15_x86_64.whl
- Upload date:
- Size: 1.5 MB
- Tags: PyPy, macOS 10.15+ x86-64
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.1.0 CPython/3.12.2
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
1e5fb6d9f6cafcf928cb8582ccc10a6ffc02c4adf6a9d4df7790093f50f3ca60
|
|
| MD5 |
110dfd9f8c578c91911193d17ceadec2
|
|
| BLAKE2b-256 |
cde00a146554a6123d630b08e2bbea8e61128d0d0c64d606e2785b4d63d9fb14
|
File details
Details for the file astrowisp-1.5.0-pp37-pypy37_pp73-win_amd64.whl.
File metadata
- Download URL: astrowisp-1.5.0-pp37-pypy37_pp73-win_amd64.whl
- Upload date:
- Size: 2.5 MB
- Tags: PyPy, Windows x86-64
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.1.0 CPython/3.12.2
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
b86f447534c01960d6d4c8b4b3df6bea25ab8b8e421e877fe85709dd7e40a1c3
|
|
| MD5 |
e95830ab82df38da0780349e440cc6d9
|
|
| BLAKE2b-256 |
07c849f5611b40d6123a92dabaa850c8eb5975bcfc8397c679685d440d5b9a58
|
File details
Details for the file astrowisp-1.5.0-pp37-pypy37_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.
File metadata
- Download URL: astrowisp-1.5.0-pp37-pypy37_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
- Upload date:
- Size: 1.7 MB
- Tags: PyPy, manylinux: glibc 2.17+ x86-64
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.1.0 CPython/3.12.2
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
1991090fa6508148046f3a0f7e39fcbd88412a747e249c564165f6efc92b9701
|
|
| MD5 |
5bf3767d7d6589c3dfe81f6d99e1daa1
|
|
| BLAKE2b-256 |
c49b6cd7b1dc65fc98460792ccf86981ad5e71f2841cc90ad84f65703f72d500
|
File details
Details for the file astrowisp-1.5.0-pp37-pypy37_pp73-manylinux_2_17_i686.manylinux2014_i686.whl.
File metadata
- Download URL: astrowisp-1.5.0-pp37-pypy37_pp73-manylinux_2_17_i686.manylinux2014_i686.whl
- Upload date:
- Size: 1.7 MB
- Tags: PyPy, manylinux: glibc 2.17+ i686
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.1.0 CPython/3.12.2
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
8bbdbb0387dd514c193a265bef5d2dfaa17b1196858e2596ff152f83fd9df228
|
|
| MD5 |
fc2424b622d016f8bcfd6e8b24592f21
|
|
| BLAKE2b-256 |
e77b475d7749c179ec1aaa090c6d754a0465a85d5f8cddfcfa9d3105c4060717
|
File details
Details for the file astrowisp-1.5.0-pp37-pypy37_pp73-macosx_10_15_x86_64.whl.
File metadata
- Download URL: astrowisp-1.5.0-pp37-pypy37_pp73-macosx_10_15_x86_64.whl
- Upload date:
- Size: 1.5 MB
- Tags: PyPy, macOS 10.15+ x86-64
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.1.0 CPython/3.12.2
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
1aeb3b3341afaa188b1056e6da7b12617a1ced857283daf38c0c4bd92da6bc35
|
|
| MD5 |
8a0f0ed801b19572f0314343f2e911ec
|
|
| BLAKE2b-256 |
b06c26bf3246dc07d6a736690ab3b0fc572b4bf4c482a12a87fcbd3fafd407b6
|
File details
Details for the file astrowisp-1.5.0-cp312-cp312-win_amd64.whl.
File metadata
- Download URL: astrowisp-1.5.0-cp312-cp312-win_amd64.whl
- Upload date:
- Size: 2.5 MB
- Tags: CPython 3.12, Windows x86-64
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.1.0 CPython/3.12.2
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
0a9b13e2f0eb0638d8cdb732b7f21ad19ec69985be41daa7a7938d99ebd85215
|
|
| MD5 |
ff9b836becbdd014fb14976cf6845440
|
|
| BLAKE2b-256 |
5070bae45ee9a17260b737ed18d66e55c1b75ce82eecbde351a9f855fb83afa8
|
File details
Details for the file astrowisp-1.5.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.
File metadata
- Download URL: astrowisp-1.5.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
- Upload date:
- Size: 1.7 MB
- Tags: CPython 3.12, manylinux: glibc 2.17+ x86-64
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.1.0 CPython/3.12.2
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
2ee38dd5672d2e4c9d001a1a1d237b321e4413ea2884eb11257bc33633042293
|
|
| MD5 |
18f52d658f03e175811771f9452a85b3
|
|
| BLAKE2b-256 |
e8eb4f05474d523b1e376f8cd3884514cac256481adb895c85b1386bf992f51a
|
File details
Details for the file astrowisp-1.5.0-cp312-cp312-manylinux_2_17_i686.manylinux2014_i686.whl.
File metadata
- Download URL: astrowisp-1.5.0-cp312-cp312-manylinux_2_17_i686.manylinux2014_i686.whl
- Upload date:
- Size: 1.7 MB
- Tags: CPython 3.12, manylinux: glibc 2.17+ i686
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.1.0 CPython/3.12.2
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
4645e5ed1426ec631051804e8a0c30d174f2631e6f00e95d502368d29e74f552
|
|
| MD5 |
c14157bb54af94735b3d076e3cd0c032
|
|
| BLAKE2b-256 |
5ad97ac5d4b1ae33e5850daa875425345bb1dc90a30cc9b1cac4943ba69b6743
|
File details
Details for the file astrowisp-1.5.0-cp312-cp312-macosx_14_0_arm64.whl.
File metadata
- Download URL: astrowisp-1.5.0-cp312-cp312-macosx_14_0_arm64.whl
- Upload date:
- Size: 1.4 MB
- Tags: CPython 3.12, macOS 14.0+ ARM64
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.1.0 CPython/3.12.2
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
1d9ea93bde3e28ee33159b37e102bc9335504bcd82eec0e768be68d95d7d09e1
|
|
| MD5 |
a2b00037c036dc868887ea675c464b99
|
|
| BLAKE2b-256 |
caccd335d7eb0d654b84e924b93e2b233521c4ad5231c91dcb19515881a16840
|
File details
Details for the file astrowisp-1.5.0-cp312-cp312-macosx_10_15_x86_64.whl.
File metadata
- Download URL: astrowisp-1.5.0-cp312-cp312-macosx_10_15_x86_64.whl
- Upload date:
- Size: 1.5 MB
- Tags: CPython 3.12, macOS 10.15+ x86-64
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.1.0 CPython/3.12.2
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
146f2ddbeda540e56bc37100c73f58cfbcb5093d9f7449de7d2571e3289ef98d
|
|
| MD5 |
96c0cc202d2ac34604f7e7332423f0fa
|
|
| BLAKE2b-256 |
85c1c3d26a56546a0ebd559ea3553572c5c3ff7fe3ec12dda6ff308b3e87a5fd
|
File details
Details for the file astrowisp-1.5.0-cp311-cp311-win_amd64.whl.
File metadata
- Download URL: astrowisp-1.5.0-cp311-cp311-win_amd64.whl
- Upload date:
- Size: 2.5 MB
- Tags: CPython 3.11, Windows x86-64
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.1.0 CPython/3.12.2
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
7666bfccbad4367dcf826c3169f521a890c330c9b354204d85329ba88bbf0f9d
|
|
| MD5 |
f367b2edfcc7afcac98318ccb19886ed
|
|
| BLAKE2b-256 |
6c7fe09abfe03499c0894197cf1743de12b11ba75a0ee31b1be9b87d9f459e3b
|
File details
Details for the file astrowisp-1.5.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.
File metadata
- Download URL: astrowisp-1.5.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
- Upload date:
- Size: 1.7 MB
- Tags: CPython 3.11, manylinux: glibc 2.17+ x86-64
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.1.0 CPython/3.12.2
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
2e5f49218713b31f615c9dd4e82d613af6fddbcee3806acdd05877e5c2236027
|
|
| MD5 |
51ef8e30a88399c1838c96e214f35833
|
|
| BLAKE2b-256 |
7716b04f12555a23d3ba52e19edb095873471fdcd6f6b80cb5609990417889f9
|
File details
Details for the file astrowisp-1.5.0-cp311-cp311-manylinux_2_17_i686.manylinux2014_i686.whl.
File metadata
- Download URL: astrowisp-1.5.0-cp311-cp311-manylinux_2_17_i686.manylinux2014_i686.whl
- Upload date:
- Size: 1.7 MB
- Tags: CPython 3.11, manylinux: glibc 2.17+ i686
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.1.0 CPython/3.12.2
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
a2fa054acf7fe729bd3b002ee1747e86c6b5ad7864e41c1e19be1464b9ce8572
|
|
| MD5 |
b8a1421adb16ed05caccc46abb7241fd
|
|
| BLAKE2b-256 |
8ec1902691d325a961b577b43234ab0b4a1cac32ab84484785c0748b09ef6976
|
File details
Details for the file astrowisp-1.5.0-cp311-cp311-macosx_14_0_arm64.whl.
File metadata
- Download URL: astrowisp-1.5.0-cp311-cp311-macosx_14_0_arm64.whl
- Upload date:
- Size: 1.4 MB
- Tags: CPython 3.11, macOS 14.0+ ARM64
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.1.0 CPython/3.12.2
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
9f9a73667539d387cd2645dce4d1a58ee5925aa442ef4dca3f990c1f98b9d6e7
|
|
| MD5 |
e7c7caa69e9288fa80971128e5a31e73
|
|
| BLAKE2b-256 |
db9f0a95b8c089dc28166772ea24cc48655f8e7293a36bc62486f1088a6930ab
|
File details
Details for the file astrowisp-1.5.0-cp311-cp311-macosx_10_15_x86_64.whl.
File metadata
- Download URL: astrowisp-1.5.0-cp311-cp311-macosx_10_15_x86_64.whl
- Upload date:
- Size: 1.5 MB
- Tags: CPython 3.11, macOS 10.15+ x86-64
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.1.0 CPython/3.12.2
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
b66df7074a51f4e43b685c52ffbe41db47eccafdfa7880d8a165091a739fde59
|
|
| MD5 |
0dcd39ea821e4840fbe13c8fc0b1eb5f
|
|
| BLAKE2b-256 |
d0b6057e1d3682ad573ac63a31af1df71802cddfe6c290e2d8572177addc3335
|
File details
Details for the file astrowisp-1.5.0-cp310-cp310-win_amd64.whl.
File metadata
- Download URL: astrowisp-1.5.0-cp310-cp310-win_amd64.whl
- Upload date:
- Size: 2.5 MB
- Tags: CPython 3.10, Windows x86-64
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.1.0 CPython/3.12.2
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
8f7c0a014e036eb5104b97f3a3fa53f49e2aa0e186769bcafa0f48ddd08dad43
|
|
| MD5 |
4d8239822a2e8be5ca581558e0ce86b7
|
|
| BLAKE2b-256 |
f08daec255728bb527a3fa47e416b8ad1c025161972e960456eb50b45f347534
|
File details
Details for the file astrowisp-1.5.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.
File metadata
- Download URL: astrowisp-1.5.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
- Upload date:
- Size: 1.7 MB
- Tags: CPython 3.10, manylinux: glibc 2.17+ x86-64
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.1.0 CPython/3.12.2
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
21c03f79e498f280e00c1051d29a27335f307bd5aaab8dffa622d2031001a5df
|
|
| MD5 |
a566518f88ca4f9b76b2f916dc1476bb
|
|
| BLAKE2b-256 |
b84520dd7971f4bcff62c15d18d0940136736172b95d3eb481382414df00058a
|
File details
Details for the file astrowisp-1.5.0-cp310-cp310-manylinux_2_17_i686.manylinux2014_i686.whl.
File metadata
- Download URL: astrowisp-1.5.0-cp310-cp310-manylinux_2_17_i686.manylinux2014_i686.whl
- Upload date:
- Size: 1.7 MB
- Tags: CPython 3.10, manylinux: glibc 2.17+ i686
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.1.0 CPython/3.12.2
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
3bc4de1ebd4634e5b64d32642ad57110f477eeee613d3b38d1a33aa53310e1cc
|
|
| MD5 |
f29f464ea62e9c48d931bd7066fe4bc4
|
|
| BLAKE2b-256 |
b8b0f44d5aa704dc386550ef39f6abd9b584192377ffbdc77201b58041d58193
|
File details
Details for the file astrowisp-1.5.0-cp310-cp310-macosx_14_0_arm64.whl.
File metadata
- Download URL: astrowisp-1.5.0-cp310-cp310-macosx_14_0_arm64.whl
- Upload date:
- Size: 1.4 MB
- Tags: CPython 3.10, macOS 14.0+ ARM64
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.1.0 CPython/3.12.2
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
f4443061fe14aea8099c29ed93c351bb3dcfd306671bb70eb48784f943569b6e
|
|
| MD5 |
dd49d70f664796520f08798808a5cb7e
|
|
| BLAKE2b-256 |
4dd290f07d780203fa84c2ca394dc1b00a16441dfacf176d2b463c8d5707e193
|
File details
Details for the file astrowisp-1.5.0-cp310-cp310-macosx_10_15_x86_64.whl.
File metadata
- Download URL: astrowisp-1.5.0-cp310-cp310-macosx_10_15_x86_64.whl
- Upload date:
- Size: 1.5 MB
- Tags: CPython 3.10, macOS 10.15+ x86-64
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.1.0 CPython/3.12.2
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
7a3561edd8bb676843e7621fc48661b8d9ddbef351ff15ae0d3120c6edaf9cfe
|
|
| MD5 |
25dda9b4056d5ac90356fa4d4864a698
|
|
| BLAKE2b-256 |
bcf4d3fbcfb8922c752adba46bc43b6ae4aba87e65635640d658d6a367f842ee
|
File details
Details for the file astrowisp-1.5.0-cp39-cp39-win_amd64.whl.
File metadata
- Download URL: astrowisp-1.5.0-cp39-cp39-win_amd64.whl
- Upload date:
- Size: 2.5 MB
- Tags: CPython 3.9, Windows x86-64
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.1.0 CPython/3.12.2
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
3010995aed5176c90685e1a40920dfb20ab6276e996c95c8f361ed0e921c2b89
|
|
| MD5 |
de622fb15d45c9c44628f2c43918b8eb
|
|
| BLAKE2b-256 |
da666c046982a91177055f710774c22d7c87645df403cf8ae74edaf1d414067d
|
File details
Details for the file astrowisp-1.5.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.
File metadata
- Download URL: astrowisp-1.5.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
- Upload date:
- Size: 1.7 MB
- Tags: CPython 3.9, manylinux: glibc 2.17+ x86-64
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.1.0 CPython/3.12.2
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
7e0978b001acf73d550d0d73daf95160cf6df1bc748f3e5ec26f0057175b778f
|
|
| MD5 |
ba0646cea22950a56f5acd76602d1706
|
|
| BLAKE2b-256 |
3f1fa876be5c8fb9fc1167ad5a91e33453db422e86da58ebcce6d91b2260b4ea
|
File details
Details for the file astrowisp-1.5.0-cp39-cp39-manylinux_2_17_i686.manylinux2014_i686.whl.
File metadata
- Download URL: astrowisp-1.5.0-cp39-cp39-manylinux_2_17_i686.manylinux2014_i686.whl
- Upload date:
- Size: 1.7 MB
- Tags: CPython 3.9, manylinux: glibc 2.17+ i686
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.1.0 CPython/3.12.2
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
149ceeb9ec90cf74f5a00ec8cacd3db695fa61bc358fe4a925c2f7fe88916352
|
|
| MD5 |
ab549ebe588a49281935f75c0d7ae32a
|
|
| BLAKE2b-256 |
b491277e8d0b936ab53a9c5c0364fdb1b40a3215450eeb818ce79c4ec4b73365
|
File details
Details for the file astrowisp-1.5.0-cp39-cp39-macosx_14_0_arm64.whl.
File metadata
- Download URL: astrowisp-1.5.0-cp39-cp39-macosx_14_0_arm64.whl
- Upload date:
- Size: 1.4 MB
- Tags: CPython 3.9, macOS 14.0+ ARM64
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.1.0 CPython/3.12.2
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
f900d7fbc6110a09ba22e10929941aa2a64f710c0d407aa9a46427e6ae7320bf
|
|
| MD5 |
7b52900f2f797e71d4a1f44130ca17c0
|
|
| BLAKE2b-256 |
b557599591866c471d35b472f55ed07c2aa57a50aa48ae494f9a2e28f6cbbb8c
|
File details
Details for the file astrowisp-1.5.0-cp39-cp39-macosx_10_15_x86_64.whl.
File metadata
- Download URL: astrowisp-1.5.0-cp39-cp39-macosx_10_15_x86_64.whl
- Upload date:
- Size: 1.5 MB
- Tags: CPython 3.9, macOS 10.15+ x86-64
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.1.0 CPython/3.12.2
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
ff21916346a3e77227a66a80fcfa1ca7bb544602e9b79e4f1c6ad7dcaf45c27e
|
|
| MD5 |
3ecaf0f7edf3e3b2e2787a16d0e46864
|
|
| BLAKE2b-256 |
07eb8ad1fc2e784a379c87767a1a3fd141e73e1386d961b9b0d7929cfe3438f8
|
File details
Details for the file astrowisp-1.5.0-cp38-cp38-win_amd64.whl.
File metadata
- Download URL: astrowisp-1.5.0-cp38-cp38-win_amd64.whl
- Upload date:
- Size: 2.5 MB
- Tags: CPython 3.8, Windows x86-64
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.1.0 CPython/3.12.2
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
2b3ffda4e7b200997d52d1583711f9db07da500d04590004c3d0cde93cc38a39
|
|
| MD5 |
ea9c8fbbcda5c71a4f1d4e5da5935eaa
|
|
| BLAKE2b-256 |
cc2cf0c74af3714524aed0ff94d0895679421301fc78900512934669465c1b67
|
File details
Details for the file astrowisp-1.5.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.
File metadata
- Download URL: astrowisp-1.5.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
- Upload date:
- Size: 1.7 MB
- Tags: CPython 3.8, manylinux: glibc 2.17+ x86-64
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.1.0 CPython/3.12.2
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
73f2270bd3714f8f87e051176ce43dd6611e6cb634e67d81552d93c918d9a94c
|
|
| MD5 |
dbe88d91523752489182e86f2008187f
|
|
| BLAKE2b-256 |
48bc17d4d7b1bcdc9156f9505702c93bc020882bba538dfffd6cc2cdd2c9ca64
|
File details
Details for the file astrowisp-1.5.0-cp38-cp38-manylinux_2_17_i686.manylinux2014_i686.whl.
File metadata
- Download URL: astrowisp-1.5.0-cp38-cp38-manylinux_2_17_i686.manylinux2014_i686.whl
- Upload date:
- Size: 1.7 MB
- Tags: CPython 3.8, manylinux: glibc 2.17+ i686
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.1.0 CPython/3.12.2
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
c6d008714d9fed78214f4957acf46622653ae8fb092d1309a13225b1e453c5e8
|
|
| MD5 |
6827da1472515e64a9422d50f6e497be
|
|
| BLAKE2b-256 |
063e6719792c6ae7986c7e9df52c3caec112721294891ea1430249d4b234f001
|
File details
Details for the file astrowisp-1.5.0-cp38-cp38-macosx_14_0_arm64.whl.
File metadata
- Download URL: astrowisp-1.5.0-cp38-cp38-macosx_14_0_arm64.whl
- Upload date:
- Size: 1.4 MB
- Tags: CPython 3.8, macOS 14.0+ ARM64
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.1.0 CPython/3.12.2
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
393cdbb0bf135a5fb956f0ed79ee97e46859f55cb52acfd9931d4862a6cdecb6
|
|
| MD5 |
1aacf64997869c0328c5eddfee8c98ee
|
|
| BLAKE2b-256 |
07d2799424b498d48a39acabf417d84866925c9614687a206bb42ce57378a967
|
File details
Details for the file astrowisp-1.5.0-cp38-cp38-macosx_10_15_x86_64.whl.
File metadata
- Download URL: astrowisp-1.5.0-cp38-cp38-macosx_10_15_x86_64.whl
- Upload date:
- Size: 1.5 MB
- Tags: CPython 3.8, macOS 10.15+ x86-64
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.1.0 CPython/3.12.2
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
4559519ac58400aff6ca94f3271ef4db72e04b80b1d0f5b7a6a7ffbb3ee94132
|
|
| MD5 |
791b8bdfc368031329d4cd8e84202d28
|
|
| BLAKE2b-256 |
908d8ae9835fac718abdab386f5dc4c852467775778a907a24af985e5733dc79
|
File details
Details for the file astrowisp-1.5.0-cp37-cp37m-win_amd64.whl.
File metadata
- Download URL: astrowisp-1.5.0-cp37-cp37m-win_amd64.whl
- Upload date:
- Size: 2.5 MB
- Tags: CPython 3.7m, Windows x86-64
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.1.0 CPython/3.12.2
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
3895111c5b1c73d8e87bf7d7250038e921848d19e84c77f97dd2003d5bff76ae
|
|
| MD5 |
cb908d06ade77977c0b6ec0976ecbf52
|
|
| BLAKE2b-256 |
edfd34447fa8f4a1a0334884f4fbdf5d76e333f034fcee54dbb4c0c737d029c0
|
File details
Details for the file astrowisp-1.5.0-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.
File metadata
- Download URL: astrowisp-1.5.0-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
- Upload date:
- Size: 1.7 MB
- Tags: CPython 3.7m, manylinux: glibc 2.17+ x86-64
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.1.0 CPython/3.12.2
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
62e73b11ed4ebd21b710364dc771a212dd5c0533b1ee8f37a81d646e29c7ca69
|
|
| MD5 |
822d46c3e126ded590fd75b31721a323
|
|
| BLAKE2b-256 |
438ffaf643246622550ad0704535a8f9ca259a149f6720cb96fdb71462d61e9c
|
File details
Details for the file astrowisp-1.5.0-cp37-cp37m-manylinux_2_17_i686.manylinux2014_i686.whl.
File metadata
- Download URL: astrowisp-1.5.0-cp37-cp37m-manylinux_2_17_i686.manylinux2014_i686.whl
- Upload date:
- Size: 1.7 MB
- Tags: CPython 3.7m, manylinux: glibc 2.17+ i686
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.1.0 CPython/3.12.2
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
3f39a6a28e82d976883d75bca56d837d08ab247357c63385f2ce750646e8e1d8
|
|
| MD5 |
c732957775fe37b067c8892402019975
|
|
| BLAKE2b-256 |
e2ba3e5a58762bd9cca33486ff2508fe40b728ca80fb8fd55fb46aed32240984
|
File details
Details for the file astrowisp-1.5.0-cp37-cp37m-macosx_10_15_x86_64.whl.
File metadata
- Download URL: astrowisp-1.5.0-cp37-cp37m-macosx_10_15_x86_64.whl
- Upload date:
- Size: 1.5 MB
- Tags: CPython 3.7m, macOS 10.15+ x86-64
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.1.0 CPython/3.12.2
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
32b1e2aec2d6c026243c468bcee7ed67dfd1a8559137a7534525313d7a42602a
|
|
| MD5 |
af302d54d6980ee89c59aa4b59a49ddd
|
|
| BLAKE2b-256 |
597554138ecfd8376c87e61bd01f023de5da1d44f70d8ec9212eeb3e8dd0f719
|