Download and Preprocess DataStadium Data

This script downloads and preprocesses DataStadium data.

Dependencies

• openstarlab_preprocessing

Usage

from preprocessing import SAR_data

datastadium_dir = "/path/to/data_folder/"
state_def = "PVS"
match_id = "2019091416"
config_path = "/path/to/preprocess_config.json"


# load and preprocess datastadium (single file)
Soccer_SAR_data(
    data_provider='datastadium',
    state_def=state_def,
    data_path=datastadium_dir,
    match_id=match_id,
    config_path=config_path,
    preprocess_method='SAR'
).preprocess_data()

# load and preprocess datastadium (multiple files)
Soccer_SAR_data(
    data_provider='datastadium',
    state_def=state_def,
    data_path=datastadium_dir,
    config_path=config_path,
    max_workers=2,
    preprocess_method='SAR'
).preprocess_data()