def check_params(features_spec, groups_spec, num_bins, edge_range_spec, trim_outliers, trim_percentile):
    """Necessary check on values, ranges, and types."""

    if isinstance(features_spec, str) and isinstance(groups_spec, str):
        features, groups = read_features_and_groups(features_spec, groups_spec)
    else:
        features, groups = features_spec, groups_spec

    num_bins, edge_range, features, groups = type_cast_params(num_bins, edge_range_spec, features, groups)
    num_values = len(features)

    # memberships
    group_ids, num_groups = identify_groups(groups)
    num_links = np.int64(num_groups * (num_groups - 1) / 2.0)

    check_param_ranges(num_bins, num_groups, num_values, trim_outliers, trim_percentile)

    return features, groups, num_bins, edge_range, group_ids, num_groups, num_links
def check_params ( features_spec , groups_spec , num_bins , edge_range_spec , trim_outliers , trim_percentile ) : if isinstance ( features_spec , str ) and isinstance ( groups_spec , str ) : features , groups = read_features_and_groups ( features_spec , groups_spec ) else : features , groups = features_spec , groups_spec num_bins , edge_range , features , groups = type_cast_params ( num_bins , edge_range_spec , features , groups ) num_values = len ( features ) group_ids , num_groups = identify_groups ( groups ) num_links = np . int64 ( num_groups * ( num_groups - 1 ) / 2.0 ) check_param_ranges ( num_bins , num_groups , num_values , trim_outliers , trim_percentile ) return features , groups , num_bins , edge_range , group_ids , num_groups , num_links
Necessary check on values, ranges, and types.