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Project description
inspectds
A CLI utility to print metadata of datasets in various formats (e.g. NetCDF, zarr, GRIB etc)
powered by xarray
Prerequisites
You need the following binary dependencies:
- Python >= 3.9
- Optionally, eccodes, which is necessary for GRIB support.
Installation
The recommended way of installation is pipx:
pipx install inspectds
# or if you want support for GRIB
pipx install 'inspectds[grib]'
If you want to install the latest development version from git, then use:
pipx install 'git+https://github.com/pmav99/inspectds.git#egg=inspectds[grib]'
Usage
Netcdf
$ inspectds tests/data/example_1.nc
Dimensions: (lat: 5, level: 4, lon: 10, time: 1)
Coordinates:
* lat (lat) int32 20 30 40 50 60
* lon (lon) int32 -160 -140 -118 -96 -84 -52 -45 -35 -25 -15
* level (level) int32 1000 850 700 500
* time (time) datetime64[ns] 1996-01-01T12:00:00
Data variables:
temp (time, level, lat, lon) float32 ...
rh (time, lat, lon) float32 ...
Zarr
$ inspectds tests/data/store.zarr
Dimensions: (lat: 19, lon: 36, time: 12)
Coordinates:
* lat (lat) int64 -90 -80 -70 -60 -50 -40 -30 ... 30 40 50 60 70 80 90
* lon (lon) int64 -180 -170 -160 -150 -140 -130 ... 130 140 150 160 170
* time (time) datetime64[ns] 2001-01-31 2001-02-28 ... 2001-12-31
Data variables:
aaa (lon, lat, time) int64 ...
GRIB
$ inspectds tests/data/example.grib
Dimensions: (number: 2, time: 3, isobaricInhPa: 2, latitude: 3, longitude: 4)
Coordinates:
* number (number) int64 0 1
* time (time) datetime64[ns] 2017-01-01 ... 2017-01-02
step timedelta64[ns] ...
* isobaricInhPa (isobaricInhPa) float64 850.0 500.0
* latitude (latitude) float64 90.0 0.0 -90.0
* longitude (longitude) float64 0.0 90.0 180.0 270.0
valid_time (time) datetime64[ns] ...
Data variables:
z (number, time, isobaricInhPa, latitude, longitude) float32 ...
t (number, time, isobaricInhPa, latitude, longitude) float32 ...
More info:
inspectds --help
Development
mamba env create --file ci/py3.11.yml --name inspectds_dev
conda activate inspectds_dev
make init
make test
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