Current release info
| Name | Downloads | Version | Platforms |
|---|---|---|---|
 |
     |
  |
 |
conda-forge feedstock
pyramids - GIS utility package
pyramids is a GIS utility package built on top of GDAL/OGR for working with raster data (GeoTIFF, NetCDF), vector data (shapefiles, GeoJSON), and multi-temporal datacubes.
pyramids-gis is licensed under GPLv3 (see LICENSE.md). The
platform wheels published on PyPI bundle GDAL and its
native dependencies (PROJ, GEOS, libtiff, NetCDF-C, HDF5, libcurl, …) — each
under its own MIT, BSD, LGPL, or Apache license. The full attribution list and
shipped license texts are documented in THIRD_PARTY_LICENSES.md;
if you use pyramids-gis in publications please also cite GDAL itself per
gdal.org/cite_gdal.html.
graph LR
GeoTIFF & NetCDF & Shapefile & UGRID -->|read| pyramids
subgraph pyramids
direction TB
Dataset
NetCDF_class[NetCDF]
UgridDataset
DatasetCollection
FeatureCollection
subgraph Engines["Dataset engines (ds.io · ds.spatial · ds.bands · ds.analysis · ds.cell · ds.vectorize · ds.cog)"]
end
subgraph Plotting["Plotting layer — _plot_helpers.render_array · mesh_render · NetCDFPlot · Selectors / ColourOpts / FacetSpec · basemap"]
end
end
Dataset -->|crop · reproject · align| Dataset
Dataset --- Engines
FeatureCollection -->|rasterize| Dataset
UgridDataset -->|interpolate| Dataset
Dataset -->|vectorize| FeatureCollection
DatasetCollection -->|lazy temporal stack| Dataset
NetCDF_class -->|extends| Dataset
Dataset & NetCDF_class & DatasetCollection & UgridDataset -->|plot| Plotting
Plotting -->|delegates| cleopatra(["cleopatra<br/>ArrayGlyph · MeshGlyph · tiles"])
For the class relationships, internal layers, and detailed architecture diagrams, see docs/overview/architecture.md.
Main Features
- Dataset - Read, write, crop, reproject, and align single-band and multi-band rasters (GeoTIFF)
with full no-data handling and coordinate reference system support. Public API is organized into
seven engine collaborators (
ds.io,ds.spatial,ds.bands,ds.analysis,ds.cell,ds.vectorize,ds.cog); same-named facade methods on the Dataset itself keep the short form working —ds.crop(mask)andds.spatial.crop(mask)are equivalent. - NetCDF - Extends Dataset for NetCDF files with time/variable dimensions and CF conventions metadata.
Optional labeled-array interoperability.
NetCDF.plotexposes a labeled-array-style plotting API (variable=+ groupedSelectors/ColourOpts/FacetSpecdataclasses, curvilinearcoords=,kind=,animate=, lazychunks=). - UgridDataset - Read and visualize UGRID-1.0 unstructured meshes (triangles, quads, mixed). Supports mesh-to-raster interpolation and mesh-to-vector export.
- DatasetCollection - Manage time-series of co-registered rasters as a lazy temporal stack (per-timestep gdal handles open on demand; the full cube is never materialised in RAM) with optional dask-backed reductions and groupby.
- FeatureCollection - Work with vector data (shapefiles, GeoJSON) through a unified GeoDataFrame and OGR DataSource interface, including rasterization and geometry operations.
- Plotting -
Dataset/NetCDF/DatasetCollection/UgridDatasetall expose aplotmethod backed by cleopatra (the[viz]extra), routed through a sharedpyramids.dataset._plot_helperscore. Optional web-tile basemap underlays viapyramids.basemap.add_basemap(a thin wrapper overcleopatra.tiles.add_tiles). - Cloud-Optimized GeoTIFF (COG) - First-class read/write/validate support via
ds.to_cog,ds.is_cog, andds.validate_cog. - Spatial operations - Align rasters to a reference grid, reproject between coordinate systems, crop to vector boundaries, and convert between raster, NetCDF, and vector formats.
Installing pyramids
Installing pyramids from the conda-forge channel can be achieved by:
conda install -c conda-forge pyramids
It is possible to list all the versions of pyramids available on your platform with:
conda search pyramids --channel conda-forge
Install from GitHub (development)
To install the latest development version, you can install the library from GitHub:
pip install git+https://github.com/serapeum-org/pyramids
Note: installing from GitHub uses the sdist and requires a pre-installed system GDAL. See the full installation guide and troubleshooting for details.
pip
To install the latest release from PyPI:
pip install pyramids-gis
Linux + pixi: no glibc pin needed anymore
pyramids-gis ships its Linux wheels tagged manylinux_2_28 (GDAL and its native stack are compiled from source with
the manylinux toolchain). pixi's default Linux baseline is glibc 2.28 (it tracks conda-forge's floor), so the wheel
resolves out of the box — no [tool.pixi.system-requirements] entry required (verified with pixi 0.65 defaults;
newer versions, including the 0.68.1 this repo pins in CI, share the same baseline).
Two cases still need a pin in the consuming project's pyproject.toml / pixi.toml:
[tool.pixi.system-requirements]
libc = "2.39" # only for the older releases that shipped manylinux_2_39 wheels (0.2x-0.39.x)
or libc = "2.28" if you run a pixi version old enough that its default baseline is still below 2.28. On Linux with
glibc < 2.28, install from conda-forge instead. See the full
installation guide and troubleshooting for the other cases.
Optional extras
pip install pyramids-gis[viz] # cleopatra plotting support
pip install xarray # to_xarray / from_xarray / to_netcdf interop (peer dep, not an extra)
Quick start
from pyramids.dataset import Dataset
# Open a raster file
src = Dataset.read_file("path/to/raster.tif")
print(src.epsg) # coordinate reference system EPSG code
print(src.cell_size) # pixel resolution
print(src.shape) # (bands, rows, columns)
# Read the raster data as a NumPy array
arr = src.read_array() # all bands
band0 = src.read_array(band=0) # one band
# Spatial ops route through the spatial engine; the facade stays short
reprojected = src.to_crs(to_epsg=3857) # same as src.spatial.to_crs(...)
from pyramids.netcdf import NetCDF
from pyramids import Selectors, ColourOpts, FacetSpec # grouped plot options
# Open a NetCDF file
nc = NetCDF.read_file("path/to/data.nc")
print(nc.variables)
# labeled-array-style plotting (needs the [viz] extra)
nc.plot("t2m", selectors=Selectors(time="2020-07-01", level=850),
colour=ColourOpts(cmap="coolwarm", robust=True))
nc.plot("t2m", facet=FacetSpec(col="time", col_wrap=4)) # small multiples
nc.plot("t2m", animate="time", chunks={"time": 1}) # lazy per-frame animation
from pyramids.feature import FeatureCollection
# Open a vector file
vector = FeatureCollection.read_file("path/to/shapefile.shp")
print(vector.epsg) # CRS EPSG code
print(vector.total_bounds) # (minx, miny, maxx, maxy)
from pyramids.dataset import DatasetCollection
# Build a lazy stack of co-registered rasters (no pixels read yet)
cube = DatasetCollection.from_files(["a.tif", "b.tif", "c.tif"])
print(cube.time_length, cube.shape)
# Reductions over the time axis use dask under the hood
mean = cube.mean() # nan-aware by default
Testing
This project uses pixi as the environment and task manager.
# Install dependencies and create dev environment
pixi install -e dev
# Run all tests (excluding plot tests)
pixi run -e dev main
# Run plot tests only
pixi run -e dev plot
# Run a specific test file
pixi run -e dev pytest tests/netcdf/test_dimensions.py -v
# Run a single test by node id
pixi run -e dev pytest tests/netcdf/test_dimensions.py::TestStripBraces::test_with_braces -q
Docker
A Dockerfile is provided to run pyramids-gis in a controlled environment with the correct GDAL stack preinstalled via conda-forge. The image uses a multi-stage pixi build for a minimal production container.
Build the image:
docker build -t pyramids-gis:latest .
Run the container (mount your current folder as /workspace):
docker run --rm -it -v ${PWD}:/workspace pyramids-gis:latest bash
Inside the container you can verify the package is installed:
python -c "import pyramids; print('pyramids', pyramids.__version__)"
1 maintainer
Metadata
1 maintainer
Release files for pyramids-gis 0.62.0
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| pyramids_gis-0.62.0.tar.gz | 1.4 MB | Details |
Built distributions (wheels)
Total release size: 903.7 MB
Release files / pyramids_gis-0.62.0.tar.gz
| Download URL | pyramids_gis-0.62.0.tar.gz |
|---|---|
| Size | 1.4 MB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
19e99f485f3290d3d910c59f4f92b28e8a84b26b890fae6fbefe894d0387416e
|
|
BLAKE2b-256 checksum How to use checksums |
c096cfba90d4c55e0a50ac2fa2975a4289106cc60416e2686e47ca7830a1ecd9
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
Release files / pyramids_gis-0.62.0-cp314-cp314-win_arm64.whl
| Download URL | pyramids_gis-0.62.0-cp314-cp314-win_arm64.whl |
|---|---|
| Size | 27.1 MB |
| Tags | CPython 3.14 Windows ARM64 |
|
SHA-256 checksum How to use checksums |
40e0ccdde7280939789682ca4cfb09b9117ddf12ef5c4a554f6821e6b6073493
|
|
BLAKE2b-256 checksum How to use checksums |
c9f096fa0ba3903d0bb916518198a2c64beb5db0f7245e83d26e8dabf3ac6234
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
Release files / pyramids_gis-0.62.0-cp314-cp314-win_amd64.whl
| Download URL | pyramids_gis-0.62.0-cp314-cp314-win_amd64.whl |
|---|---|
| Size | 52.7 MB |
| Tags | CPython 3.14 Windows x86-64 |
|
SHA-256 checksum How to use checksums |
fdaa505310217f601bb7f01b067dd8c3b661c70ef12514353389b2a7189025c1
|
|
BLAKE2b-256 checksum How to use checksums |
76385c539ddf070ef20c654101a8209e678b3b20bc4b1d10f35c47edea382001
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
Release files / pyramids_gis-0.62.0-cp314-cp314-manylinux_2_28_x86_64.whl
| Download URL | pyramids_gis-0.62.0-cp314-cp314-manylinux_2_28_x86_64.whl |
|---|---|
| Size | 32.3 MB |
| Tags | CPython 3.14 Linux glibc 2.28+ x86-64 |
|
SHA-256 checksum How to use checksums |
09913e910432122d0b532262cf5a10fcba53246c2cafaceae515825d23f200da
|
|
BLAKE2b-256 checksum How to use checksums |
ac8f0dae0b02463762ab8af57dab968d07ff5727dd64b7b77a232b3fa1169cf3
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
Release files / pyramids_gis-0.62.0-cp314-cp314-manylinux_2_28_aarch64.whl
| Download URL | pyramids_gis-0.62.0-cp314-cp314-manylinux_2_28_aarch64.whl |
|---|---|
| Size | 30.9 MB |
| Tags | CPython 3.14 Linux glibc 2.28+ ARM64 |
|
SHA-256 checksum How to use checksums |
4bcb4759c9504f7b19ef0103437b2389fffbcd19cd47d5e7c0fa848fc6edbc5f
|
|
BLAKE2b-256 checksum How to use checksums |
ebfcf92f9886e9511be04195da43b4b0184ed46966c7ea201860cfe6fa687b8f
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
Release files / pyramids_gis-0.62.0-cp314-cp314-macosx_11_0_x86_64.whl
| Download URL | pyramids_gis-0.62.0-cp314-cp314-macosx_11_0_x86_64.whl |
|---|---|
| Size | 47.0 MB |
| Tags | CPython 3.14 macOS 11.0+ x86-64 |
|
SHA-256 checksum How to use checksums |
3494d66b1e2bc022aa7c112db944869af7c09fba95ceea090dfd4b726de6d466
|
|
BLAKE2b-256 checksum How to use checksums |
84b5fe8838d503d171ff465b01f0236f719d0519b1df1d7eba2be7e9bbeb258c
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
Release files / pyramids_gis-0.62.0-cp314-cp314-macosx_11_0_arm64.whl
| Download URL | pyramids_gis-0.62.0-cp314-cp314-macosx_11_0_arm64.whl |
|---|---|
| Size | 43.9 MB |
| Tags | CPython 3.14 macOS 11.0+ ARM64 |
|
SHA-256 checksum How to use checksums |
d712016dbada7c9abf7f9e8b69f1c8c85a3acee4c318af6b4136e6171dfd12db
|
|
BLAKE2b-256 checksum How to use checksums |
29cf854b4791351a3abc38ecefd5fd1a98d88e01421a3d43848bd672af5fb007
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
Release files / pyramids_gis-0.62.0-cp313-cp313-win_arm64.whl
| Download URL | pyramids_gis-0.62.0-cp313-cp313-win_arm64.whl |
|---|---|
| Size | 26.4 MB |
| Tags | CPython 3.13 Windows ARM64 |
|
SHA-256 checksum How to use checksums |
ccf2d524f66635f3f7b4d9c0458df292d538fbf54459b26be7718253f7c4bf41
|
|
BLAKE2b-256 checksum How to use checksums |
3704cf4b5af414e4cfdcd7c7772b6123dcb84b2ac825181c4b256340d0fc32b5
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
Release files / pyramids_gis-0.62.0-cp313-cp313-win_amd64.whl
| Download URL | pyramids_gis-0.62.0-cp313-cp313-win_amd64.whl |
|---|---|
| Size | 51.0 MB |
| Tags | CPython 3.13 Windows x86-64 |
|
SHA-256 checksum How to use checksums |
9fec70140e378117d884d0e643659b9b5d3d8043140b98c6f2c0de37f6541285
|
|
BLAKE2b-256 checksum How to use checksums |
7517ea00fcf5018604d8e5d059f71871c99844101826b6f74ab1774dc0c40c13
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
Release files / pyramids_gis-0.62.0-cp313-cp313-manylinux_2_28_x86_64.whl
| Download URL | pyramids_gis-0.62.0-cp313-cp313-manylinux_2_28_x86_64.whl |
|---|---|
| Size | 32.3 MB |
| Tags | CPython 3.13 Linux glibc 2.28+ x86-64 |
|
SHA-256 checksum How to use checksums |
93a554161941387a235b5ce315338133d8ce3096965f0e0ec33c26276420acad
|
|
BLAKE2b-256 checksum How to use checksums |
6b3260a0bb8284b907b99ae291321f330f96ee0d7a4d48dcc10e0d255ea1b70e
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
Release files / pyramids_gis-0.62.0-cp313-cp313-manylinux_2_28_aarch64.whl
| Download URL | pyramids_gis-0.62.0-cp313-cp313-manylinux_2_28_aarch64.whl |
|---|---|
| Size | 30.9 MB |
| Tags | CPython 3.13 Linux glibc 2.28+ ARM64 |
|
SHA-256 checksum How to use checksums |
62372275ea7362e3e9e63272df89cd07657d15b20c8606b4a539541e24df8f34
|
|
BLAKE2b-256 checksum How to use checksums |
446569756a0024939316f6aaa1c3e6621cf7f5f0cc9794d475ea2f9947ac2a0a
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
Release files / pyramids_gis-0.62.0-cp313-cp313-macosx_11_0_x86_64.whl
| Download URL | pyramids_gis-0.62.0-cp313-cp313-macosx_11_0_x86_64.whl |
|---|---|
| Size | 47.0 MB |
| Tags | CPython 3.13 macOS 11.0+ x86-64 |
|
SHA-256 checksum How to use checksums |
77d58e2b3bfe9678b1fc7da9ec95635f12cff9b9df0244fb35b2e19ba65e5603
|
|
BLAKE2b-256 checksum How to use checksums |
351997b11efe35abed4d1bc36a0a58ef532a09dd9d0b4aecf052992720182aff
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
Release files / pyramids_gis-0.62.0-cp313-cp313-macosx_11_0_arm64.whl
| Download URL | pyramids_gis-0.62.0-cp313-cp313-macosx_11_0_arm64.whl |
|---|---|
| Size | 43.9 MB |
| Tags | CPython 3.13 macOS 11.0+ ARM64 |
|
SHA-256 checksum How to use checksums |
bd1d2a87ffe29cc9858448795271cf35b41231cea31d15cca35876d8d97ab4cc
|
|
BLAKE2b-256 checksum How to use checksums |
20ce9dff858e72ae2213953889d50a1358ea49f7a6a8578daab09965cad4215a
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
Release files / pyramids_gis-0.62.0-cp312-cp312-win_arm64.whl
| Download URL | pyramids_gis-0.62.0-cp312-cp312-win_arm64.whl |
|---|---|
| Size | 26.4 MB |
| Tags | CPython 3.12 Windows ARM64 |
|
SHA-256 checksum How to use checksums |
456d822b7147c553ca40896dc2dc2fee2d919b6852db1730019a3bd622b6d776
|
|
BLAKE2b-256 checksum How to use checksums |
ef9ce703138179092a4027932dfe6fc1c3e0112cbd9be40801dc6979b89a492d
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
Release files / pyramids_gis-0.62.0-cp312-cp312-win_amd64.whl
| Download URL | pyramids_gis-0.62.0-cp312-cp312-win_amd64.whl |
|---|---|
| Size | 51.0 MB |
| Tags | CPython 3.12 Windows x86-64 |
|
SHA-256 checksum How to use checksums |
cd9c6fc53d08ce82c1fc29b2ccfcf4f34c3da92997e65280bf99834dc22e4fa7
|
|
BLAKE2b-256 checksum How to use checksums |
a99c6da36c032445667e73b06c07a5f2f9a76d4f1591197ba0ef1d36a87f0373
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
Release files / pyramids_gis-0.62.0-cp312-cp312-manylinux_2_28_x86_64.whl
| Download URL | pyramids_gis-0.62.0-cp312-cp312-manylinux_2_28_x86_64.whl |
|---|---|
| Size | 32.3 MB |
| Tags | CPython 3.12 Linux glibc 2.28+ x86-64 |
|
SHA-256 checksum How to use checksums |
1437c373ab50d6022b1251f77364fc9ce364ad923f5aaee1e07dbd7327d5650a
|
|
BLAKE2b-256 checksum How to use checksums |
8755c25420f3b1e92f28ffc901fcbd288c5d8fb00b2857de998b477ef8b6cefd
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
Release files / pyramids_gis-0.62.0-cp312-cp312-manylinux_2_28_aarch64.whl
| Download URL | pyramids_gis-0.62.0-cp312-cp312-manylinux_2_28_aarch64.whl |
|---|---|
| Size | 30.9 MB |
| Tags | CPython 3.12 Linux glibc 2.28+ ARM64 |
|
SHA-256 checksum How to use checksums |
df95b6258903e88f5d6f7db98ea7aaf3d3b970219bddd0840190afc484cc1ad0
|
|
BLAKE2b-256 checksum How to use checksums |
fa457b935fe36e89256379538621d1594c9e7d030a92e4812236f2eaf671bb4d
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
Release files / pyramids_gis-0.62.0-cp312-cp312-macosx_11_0_x86_64.whl
| Download URL | pyramids_gis-0.62.0-cp312-cp312-macosx_11_0_x86_64.whl |
|---|---|
| Size | 47.0 MB |
| Tags | CPython 3.12 macOS 11.0+ x86-64 |
|
SHA-256 checksum How to use checksums |
95240f6b817e3c6d8879e1d5817e3db9cc0ecee42e740ef6602d38faf432ceb2
|
|
BLAKE2b-256 checksum How to use checksums |
764692758f30f12ed668b9c708514622da9e1730857cf569ded091ed285e8242
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
Release files / pyramids_gis-0.62.0-cp312-cp312-macosx_11_0_arm64.whl
| Download URL | pyramids_gis-0.62.0-cp312-cp312-macosx_11_0_arm64.whl |
|---|---|
| Size | 43.9 MB |
| Tags | CPython 3.12 macOS 11.0+ ARM64 |
|
SHA-256 checksum How to use checksums |
1d0027f7a5f190701cab7de1a775bca36fe1c3955f0ca1e29f1dcde3ae6d0108
|
|
BLAKE2b-256 checksum How to use checksums |
7268c02c585995df9866692a4aac684d5dd0605f33bfa6806c4210c2e330ba9a
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
Release files / pyramids_gis-0.62.0-cp311-cp311-win_amd64.whl
| Download URL | pyramids_gis-0.62.0-cp311-cp311-win_amd64.whl |
|---|---|
| Size | 51.0 MB |
| Tags | CPython 3.11 Windows x86-64 |
|
SHA-256 checksum How to use checksums |
5635f4e7b25d657c947ff6476017b4af7454bb0bf1986bbd32b2a7e4a68bcfad
|
|
BLAKE2b-256 checksum How to use checksums |
fe664c3188a99be00899578b5cbef4316d3d224d22c070755130c3b58bd108c1
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
Release files / pyramids_gis-0.62.0-cp311-cp311-manylinux_2_28_x86_64.whl
| Download URL | pyramids_gis-0.62.0-cp311-cp311-manylinux_2_28_x86_64.whl |
|---|---|
| Size | 32.3 MB |
| Tags | CPython 3.11 Linux glibc 2.28+ x86-64 |
|
SHA-256 checksum How to use checksums |
7647a9d7c4347e2bf020de46e33e257610713d10827e0aeabad22dd59095f7d6
|
|
BLAKE2b-256 checksum How to use checksums |
600c8f21db93598a047ef21a519606b87c6d3ba9ec95334a04b311487b565c8f
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
Release files / pyramids_gis-0.62.0-cp311-cp311-manylinux_2_28_aarch64.whl
| Download URL | pyramids_gis-0.62.0-cp311-cp311-manylinux_2_28_aarch64.whl |
|---|---|
| Size | 30.9 MB |
| Tags | CPython 3.11 Linux glibc 2.28+ ARM64 |
|
SHA-256 checksum How to use checksums |
9c25da72f6177573fafa7a3cff71e5398ebcc233c416e1577d620f8ddc99466a
|
|
BLAKE2b-256 checksum How to use checksums |
eebbf95a0c154c5b7b258c6b26c5f8842616a47bf7ea0c214fe48bfeae13f447
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
Release files / pyramids_gis-0.62.0-cp311-cp311-macosx_11_0_x86_64.whl
| Download URL | pyramids_gis-0.62.0-cp311-cp311-macosx_11_0_x86_64.whl |
|---|---|
| Size | 47.0 MB |
| Tags | CPython 3.11 macOS 11.0+ x86-64 |
|
SHA-256 checksum How to use checksums |
53b797976a55cebd0add222d080f3eca150cb0a6cf16c1c1714cb4145471dd2c
|
|
BLAKE2b-256 checksum How to use checksums |
2b7ea2914ba4373f538bb3253d1705880af3f38bc32061dae4c42eaff13093db
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
Release files / pyramids_gis-0.62.0-cp311-cp311-macosx_11_0_arm64.whl
| Download URL | pyramids_gis-0.62.0-cp311-cp311-macosx_11_0_arm64.whl |
|---|---|
| Size | 43.9 MB |
| Tags | CPython 3.11 macOS 11.0+ ARM64 |
|
SHA-256 checksum How to use checksums |
68ca7bca15ec6a02f45480c5dbe999debbf1bcb403507c3c6685537f6ca7c643
|
|
BLAKE2b-256 checksum How to use checksums |
51446ba8195a59696b5b0a5ec072be95c7fd2273b4e59c3ee62b91118f940e24
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
