trw.reporting.normalize_data

Module Contents

Functions

resize_arrays(arrays: List[numpy.ndarray], shape=None) → numpy.ndarray

normalize_data(options, data, table_name)

Normalize, subsample and categorize the data
trw.reporting.normalize_data.resize_arrays(arrays: List[numpy.ndarray], shape=None) → numpy.ndarray
trw.reporting.normalize_data.normalize_data(options, data, table_name)

Normalize, subsample and categorize the data

The following operations are performed: - convert to numpy arrays - removed type column and return a specific type dictionary - normalize the path according to deployment: if static html, nothing to do

if deployed, we MUST add the app name (the top folder name containing the SQL DB) as root

  • categorize the data as continuous, discrete unordered, discrete ordered, other

  • recover the DB type (string) from data values (e.g., float or int)