Skip to main content

Provides utility functions for accessing data repository for openradar examples/notebooks

Project description

Open-Radar-Data

CI PyPI Version Conda Version

A place to share radar data with the community, shared between the open radar packages

Sample data sets

These files are used as sample data in openradar examples/notebooks and are downloaded by open-radar-data package:

  • 0080_20210730_160000_01_02.scn.gz
  • 2006_20220324_000000_000.scnx.gz
  • 2013051000000600dBZ.vol
  • 71_20181220_060628.pvol.h5
  • DWD-Vol-2_99999_20180601054047_00.h5
  • SUR210819000227.RAWKPJV
  • 20220628072500_savevol_COSMO_LOOKUP_TEMP.nc
  • MLA2119412050U.nc
  • MLL2217907250U.003.nc
  • T_PAGZ35_C_ENMI_20170421090837.hdf
  • cfrad.20080604_002217_000_SPOL_v36_SUR.nc
  • cor-main131125105503.RAW2049
  • sample_sgp_data.nc
  • sample_rainbow_5_59.nc
  • gucxprecipradarcmacppiS2.c1.20220314.021559.nc
  • gucxprecipradarcmacppiS2.c1.20220314.024239.nc
  • gucxprecipradarcmacppiS2.c1.20220314.025840.nc
  • corcsapr2cmacppiM1.c1.20181111.030003.nc
  • RAW_NA_000_125_20080411181219
  • RAW_NA_000_125_20080411181722
  • RAW_NA_000_125_20080411182229
  • RAW_NA_000_125_20080411182732
  • RAW_NA_000_125_20080411183259
  • RAW_NA_000_125_20080411183827
  • RAW_NA_000_125_20080411184409
  • RAW_NA_000_125_20080411184937
  • RAW_NA_000_125_20080411185504
  • RAW_NA_000_125_20080411190016
  • RAW_NA_000_125_20080411190525
  • RAW_NA_000_125_20080411191031
  • RAW_NA_000_125_20080411191548
  • RAW_NA_000_125_20080411192104
  • RAW_NA_000_125_20080411192613
  • RAW_NA_000_125_20080411193127
  • RAW_NA_000_125_20080411193638
  • RAW_NA_000_125_20080411194151
  • RAW_NA_000_125_20080411194703
  • RAW_NA_000_125_20080411195218
  • RAW_NA_000_125_20080411195728
  • RAW_NA_000_125_20080411200416
  • RAW_NA_000_125_20080411200945
  • RAW_NA_000_125_20080411201520
  • RAW_NA_000_125_20080411202047

Adding new datasets

To add a new dataset file, please follow these steps:

  1. Add the dataset file to the data/ directory
  2. From the command line, run python make_registry.py script to update the registry file residing in open_radar_data/registry.txt
  3. Commit and push your changes to GitHub

Using datasets in notebooks and/or scripts

  • Ensure the open_radar_data package is installed in your environment

    python -m pip install open-radar-data
    
    # or
    
    python -m pip install git+https://github.com/openradar/open-radar-data
    
    # or
    
    conda install -c conda-forge open-radar-data
    
  • Import DATASETS and inspect the registry to find out which datasets are available

    In [1]: from open_radar_data import DATASETS
    
    In [2]: DATASETS.registry_files
    Out[2]: ['sample_sgp_data.nc`]
    
  • To fetch a data file of interest, use the .fetch method and provide the filename of the data file. This will

    • download and cache the file if it doesn't exist already.
    • retrieve and return the local path
    In [4]: filepath = DATASETS.fetch('sample_sgp_data.nc')
    
    In [5]: filepath
    Out[5]: '/Users/mgrover/Library/Caches/open-radar-data/sample_sgp_data.nc'
    
  • Once you have access to the local filepath, you can then use it to load your dataset into pandas or xarray or your package of choice:

    In [6]: radar = pyart.io.read(filepath)
    

Changing the default data cache location

The default cache location (where the data are saved on your local system) is dependent on the operating system. You can use the locate() method to identify it:

from open_radar_data import locate
locate()

The location can be overwritten by the OPEN_RADAR_DATA_DIR environment variable to the desired destination.

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

open-radar-data-0.0.6.tar.gz (12.0 kB view details)

Uploaded Source

Built Distribution

open_radar_data-0.0.6-py3-none-any.whl (8.8 kB view details)

Uploaded Python 3

File details

Details for the file open-radar-data-0.0.6.tar.gz.

File metadata

  • Download URL: open-radar-data-0.0.6.tar.gz
  • Upload date:
  • Size: 12.0 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/4.0.2 CPython/3.11.6

File hashes

Hashes for open-radar-data-0.0.6.tar.gz
Algorithm Hash digest
SHA256 03c3c721914d4cb13c32223c68c3d1c606f167d50df4c32e2faaf588c1db45cd
MD5 fdb8b6b6f28b5a644ea0cdeeadf484f0
BLAKE2b-256 204b4853415cf54ab16fd030837e4af66db6636effd4db5a6ea24ac12426b415

See more details on using hashes here.

Provenance

File details

Details for the file open_radar_data-0.0.6-py3-none-any.whl.

File metadata

File hashes

Hashes for open_radar_data-0.0.6-py3-none-any.whl
Algorithm Hash digest
SHA256 1b7091b68ac449a5a4b82a670bfff75bd4a5e64bbb8ba3d299eb612fa793ec0b
MD5 e0cfc9fad0a4682f427d8aaac806baa8
BLAKE2b-256 58c3fe0e08576f4184ddb7e927e9fa620a04647632ea8740e4dc715d311a1b5f

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