diff options
Diffstat (limited to 'bin/analyze-archive.py')
| -rwxr-xr-x | bin/analyze-archive.py | 59 |
1 files changed, 7 insertions, 52 deletions
diff --git a/bin/analyze-archive.py b/bin/analyze-archive.py index 3a09b96..bd523c8 100755 --- a/bin/analyze-archive.py +++ b/bin/analyze-archive.py @@ -77,81 +77,36 @@ def print_model_quality(results): print("{:20s} {:15s} {:.0f}".format(state_or_tran, key, result["mae"])) -def format_quality_measures(result): - if "smape" in result: - return "{:6.2f}% / {:9.0f}".format(result["smape"], result["mae"]) - else: - return "{:6} {:9.0f}".format("", result["mae"]) - - -def model_quality_table(header, result_lists, info_list): - print( - "{:20s} {:15s} {:19s} {:19s} {:19s}".format( - "key", - "attribute", - header[0].center(19), - header[1].center(19), - header[2].center(19), - ) - ) - for state_or_tran in result_lists[0].keys(): - for key in result_lists[0][state_or_tran].keys(): - buf = "{:20s} {:15s}".format(state_or_tran, key) - for i, results in enumerate(result_lists): - info = info_list[i] - buf += " ||| " - if ( - info is None - or ( - key != "energy_Pt" - and type(info(state_or_tran, key)) is not StaticFunction - ) - or ( - key == "energy_Pt" - and ( - type(info(state_or_tran, "power")) is not StaticFunction - or type(info(state_or_tran, "duration")) - is not StaticFunction - ) - ) - ): - result = results[state_or_tran][key] - buf += format_quality_measures(result) - else: - buf += "{:7}----{:8}".format("", "") - print(buf) - - def model_summary_table(result_list): buf = "transition duration" for results in result_list: if len(buf): buf += " ||| " - buf += format_quality_measures(results["duration_by_trace"]) + buf += dfatool.cli.format_quality_measures(results["duration_by_trace"]) print(buf) buf = "total energy " for results in result_list: if len(buf): buf += " ||| " - buf += format_quality_measures(results["energy_by_trace"]) + buf += dfatool.cli.format_quality_measures(results["energy_by_trace"]) print(buf) buf = "rel total energy " for results in result_list: if len(buf): buf += " ||| " - buf += format_quality_measures(results["rel_energy_by_trace"]) + buf += dfatool.cli.format_quality_measures(results["rel_energy_by_trace"]) print(buf) buf = "state-only energy " for results in result_list: if len(buf): buf += " ||| " - buf += format_quality_measures(results["state_energy_by_trace"]) + buf += dfatool.cli.format_quality_measures(results["state_energy_by_trace"]) print(buf) buf = "transition timeout " for results in result_list: if len(buf): buf += " ||| " - buf += format_quality_measures(results["timeout_by_trace"]) + buf += dfatool.cli.format_quality_measures(results["timeout_by_trace"]) print(buf) @@ -1038,7 +993,7 @@ if __name__ == "__main__": ) if "table" in show_quality or "all" in show_quality: - model_quality_table( + dfatool.cli.model_quality_table( ["static", "parameterized", "LUT"], [static_quality, analytic_quality, lut_quality], [None, param_info, None], @@ -1051,7 +1006,7 @@ if __name__ == "__main__": sub_lut_quality = submodel.assess(sub_lut_model) sub_param_model, sub_param_info = submodel.get_fitted() sub_analytic_quality = submodel.assess(sub_param_model) - model_quality_table( + dfatool.cli.model_quality_table( ["static", "parameterized", "LUT"], [sub_static_quality, sub_analytic_quality, sub_lut_quality], [None, sub_param_info, None], |