_result_handler.py

# Copyright (c) Microsoft Corporation.
# Licensed under the MIT License.

"""SuperBench CLI result subgroup command handler."""

from knack.util import CLIError

from superbench.analyzer import DataDiagnosis
from superbench.analyzer import ResultSummary
from superbench.common.utils import create_sb_output_dir
from superbench.cli._handler import check_argument_file


def diagnosis_command_handler(
    raw_data_file, rule_file, baseline_file, output_dir=None, output_file_format='excel', decimal_place_value=2
):
    """Run data diagnosis.

    Args:
        raw_data_file (str): Path to raw data jsonl file.
        rule_file (str): Path to baseline yaml file.
        baseline_file (str): Path to baseline json file.
        output_dir (str): Path to output directory.
        output_file_format (str): Format of the output file, 'excel', 'json', 'md' or 'html'. Defaults to 'excel'.
        decimal_place_value (int): Number of decimal places to show in output.
    """
    try:
        # Create output directory
        sb_output_dir = create_sb_output_dir(output_dir)
        # Check arguments
        supported_output_format = ['excel', 'json', 'md', 'html']
        if output_file_format not in supported_output_format:
            raise CLIError('Output format must be in {}.'.format(str(supported_output_format)))
        check_argument_file('raw_data_file', raw_data_file)
        check_argument_file('rule_file', rule_file)
        check_argument_file('baseline_file', baseline_file)
        # Run data diagnosis
        DataDiagnosis().run(
            raw_data_file, rule_file, baseline_file, sb_output_dir, output_file_format, decimal_place_value
        )
    except Exception as ex:
        raise RuntimeError('Failed to run diagnosis command.') from ex


def summary_command_handler(raw_data_file, rule_file, output_dir=None, output_file_format='md', decimal_place_value=2):
    """Run result summary.

    Args:
        raw_data_file (str): Path to raw data jsonl file.
        rule_file (str): Path to baseline yaml file.
        output_dir (str): Path to output directory.
        output_file_format (str): Format of the output file, 'excel', 'md' or 'html'. Defaults to 'md'.
        decimal_place_value (int): Number of decimal places to show in output.
    """
    try:
        # Create output directory
        sb_output_dir = create_sb_output_dir(output_dir)
        # Check arguments
        supported_output_format = ['excel', 'html', 'md']
        if output_file_format not in supported_output_format:
            raise CLIError('Output format must be in {}.'.format(str(supported_output_format)))
        check_argument_file('raw_data_file', raw_data_file)
        check_argument_file('rule_file', rule_file)
        # Run result summary
        ResultSummary().run(raw_data_file, rule_file, sb_output_dir, output_file_format, decimal_place_value)
    except Exception as ex:
        raise RuntimeError('Failed to run summary command.') from ex