NgSatData - a Python library for fetching space weather datasets

NgSatData has a machine-learning-ready unified API that allows you to fetch all public available space weather datasets of a data center via its provided driver. Currently, only one driver by the Space Monitoring Data Center (SMDC - http://smdc.sinp.msu.ru) of SINP MSU is provided.

If you're interested in using SatData in your work, please send me an e-mail to bsd@conqueror.pro.

Examples

To use the SMDC driver

• create a file called smdc_config.jsonp* add the following authorization credentials to smdc_config.json

{
  "username": "your SMDC username",
  "password": "you SMDC password"
}

• export the path to the file using the SMDC_CONFIG_JSON enviroment variable

export SMDC_CONFIG_JSON=`pwd`/smdc_config.json

• to fetch data of the das3vrt1 channel of the SKL instrument of the Electro-L2 satellite

from ngsatdata.providers.smdc import SMDC
smdc = SMDC()
smdc.authorize()
df = smdc.fetch(source='electro_l2',
                instrument='skl',
                channel='das3vrt1',
                start_dt='2017-10-14 10:43:38',
                end_dt='2017-10-14 10:43:47',
                time_frame='1s',
                level='default')