ts_benchmark.report package

Subpackages

• ts_benchmark.report.report_dash package
  • ts_benchmark.report.report_dash.app module
    • report()
  • ts_benchmark.report.report_dash.layout module
    • format_data_columns()
    • generate_layout()
  • ts_benchmark.report.report_dash.memory module
• ts_benchmark.report.utils package
  • ts_benchmark.report.utils.leaderboard module
    • get_leaderboard()

ts_benchmark.report.report_csv module

Functions

report(report_config)

Generate a report based on specified configuration parameters.

report(report_config: dict) → None

Generate a report based on specified configuration parameters.

Parameters:

report_config – Configuration dictionary containing:

• log_files_list (List[str]): A list of file paths for log files.

• leaderboard_file_name (str): The name for the saved report file.

• aggregate_type (str): Aggregation type for evaluation metrics.

• report_metrics (Union[str, List[str]]): Metrics for the report, can be a string or list of strings.

• fill_type (str): Type of fill for missing values.

• null_value_threshold (float): Threshold value for null metrics.

Raises:

ValueError – If all metrics have too many null values, making performance comparison impossible.

Returns:

None. The function generates and saves a report to a CSV file.