diff options
Diffstat (limited to 'resources/tools/presentation/generator_tables.py')
| -rw-r--r-- | resources/tools/presentation/generator_tables.py | 175 |
1 files changed, 174 insertions, 1 deletions
diff --git a/resources/tools/presentation/generator_tables.py b/resources/tools/presentation/generator_tables.py index 3bb30b5ab8..71ec431e6a 100644 --- a/resources/tools/presentation/generator_tables.py +++ b/resources/tools/presentation/generator_tables.py @@ -16,6 +16,9 @@ import logging +import csv +import prettytable + from string import replace from errors import PresentationError @@ -64,7 +67,6 @@ def table_details(table, input_data): # Generate the data for the table according to the model in the table # specification - job = table["data"].keys()[0] build = str(table["data"][job][0]) try: @@ -331,3 +333,174 @@ def _read_csv_template(file_name): return tmpl_data except IOError as err: raise PresentationError(str(err), level="ERROR") + + +def table_performance_comparision(table, input_data): + """Generate the table(s) with algorithm: table_performance_comparision + specified in the specification file. + + :param table: Table to generate. + :param input_data: Data to process. + :type table: pandas.Series + :type input_data: InputData + """ + + # Transform the data + data = input_data.filter_data(table) + + # Prepare the header of the tables + try: + header = ["Test case", + "{0} Throughput [Mpps]".format(table["reference"]["title"]), + "{0} stdev [Mpps]".format(table["reference"]["title"]), + "{0} Throughput [Mpps]".format(table["compare"]["title"]), + "{0} stdev [Mpps]".format(table["compare"]["title"]), + "Change [%]"] + header_str = ",".join(header) + "\n" + except (AttributeError, KeyError) as err: + logging.error("The model is invalid, missing parameter: {0}". + format(err)) + return + + # Prepare data to the table: + tbl_dict = dict() + for job, builds in table["reference"]["data"].items(): + for build in builds: + for tst_name, tst_data in data[job][str(build)].iteritems(): + if tbl_dict.get(tst_name, None) is None: + name = "{0}-{1}".format(tst_data["parent"].split("-")[0], + "-".join(tst_data["name"]. + split("-")[1:])) + tbl_dict[tst_name] = {"name": name, + "ref-data": list(), + "cmp-data": list()} + tbl_dict[tst_name]["ref-data"].\ + append(tst_data["throughput"]["value"]) + + for job, builds in table["compare"]["data"].items(): + for build in builds: + for tst_name, tst_data in data[job][str(build)].iteritems(): + tbl_dict[tst_name]["cmp-data"].\ + append(tst_data["throughput"]["value"]) + + tbl_lst = list() + for tst_name in tbl_dict.keys(): + item = [tbl_dict[tst_name]["name"], ] + if tbl_dict[tst_name]["ref-data"]: + item.append(round(mean(tbl_dict[tst_name]["ref-data"]) / 1000000, + 2)) + item.append(round(stdev(tbl_dict[tst_name]["ref-data"]) / 1000000, + 2)) + else: + item.extend([None, None]) + if tbl_dict[tst_name]["cmp-data"]: + item.append(round(mean(tbl_dict[tst_name]["cmp-data"]) / 1000000, + 2)) + item.append(round(stdev(tbl_dict[tst_name]["cmp-data"]) / 1000000, + 2)) + else: + item.extend([None, None]) + if item[1] is not None and item[3] is not None: + item.append(int(relative_change(float(item[1]), float(item[3])))) + if len(item) == 6: + tbl_lst.append(item) + + # Sort the table according to the relative change + tbl_lst.sort(key=lambda rel: rel[-1], reverse=True) + + # Generate tables: + # All tests in csv: + tbl_names = ["{0}-ndr-1t1c-full{1}".format(table["output-file"], + table["output-file-ext"]), + "{0}-ndr-2t2c-full{1}".format(table["output-file"], + table["output-file-ext"]), + "{0}-ndr-4t4c-full{1}".format(table["output-file"], + table["output-file-ext"]), + "{0}-pdr-1t1c-full{1}".format(table["output-file"], + table["output-file-ext"]), + "{0}-pdr-2t2c-full{1}".format(table["output-file"], + table["output-file-ext"]), + "{0}-pdr-4t4c-full{1}".format(table["output-file"], + table["output-file-ext"]) + ] + for file_name in tbl_names: + with open(file_name, "w") as file_handler: + file_handler.write(header_str) + for test in tbl_lst: + if (file_name.split("-")[-3] in test[0] and # NDR vs PDR + file_name.split("-")[-2] in test[0]): # cores + test[0] = "-".join(test[0].split("-")[:-1]) + file_handler.write(",".join([str(item) for item in test]) + + "\n") + + # All tests in txt: + tbl_names_txt = ["{0}-ndr-1t1c-full.txt".format(table["output-file"]), + "{0}-ndr-2t2c-full.txt".format(table["output-file"]), + "{0}-ndr-4t4c-full.txt".format(table["output-file"]), + "{0}-pdr-1t1c-full.txt".format(table["output-file"]), + "{0}-pdr-2t2c-full.txt".format(table["output-file"]), + "{0}-pdr-4t4c-full.txt".format(table["output-file"]) + ] + + for i, txt_name in enumerate(tbl_names_txt): + txt_table = None + with open(tbl_names[i], 'rb') as csv_file: + csv_content = csv.reader(csv_file, delimiter=',', quotechar='"') + for row in csv_content: + if txt_table is None: + txt_table = prettytable.PrettyTable(row) + else: + txt_table.add_row(row) + with open(txt_name, "w") as txt_file: + txt_file.write(str(txt_table)) + + # Selected tests in csv: + input_file = "{0}-ndr-1t1c-full{1}".format(table["output-file"], + table["output-file-ext"]) + with open(input_file, "r") as in_file: + lines = list() + for line in in_file: + lines.append(line) + + output_file = "{0}-ndr-1t1c-top{1}".format(table["output-file"], + table["output-file-ext"]) + with open(output_file, "w") as out_file: + out_file.write(header_str) + for i, line in enumerate(lines[1:]): + if i == table["nr-of-tests-shown"]: + break + out_file.write(line) + + output_file = "{0}-ndr-1t1c-bottom{1}".format(table["output-file"], + table["output-file-ext"]) + with open(output_file, "w") as out_file: + out_file.write(header_str) + for i, line in enumerate(lines[-1:0:-1]): + if i == table["nr-of-tests-shown"]: + break + out_file.write(line) + + input_file = "{0}-pdr-1t1c-full{1}".format(table["output-file"], + table["output-file-ext"]) + with open(input_file, "r") as in_file: + lines = list() + for line in in_file: + lines.append(line) + + output_file = "{0}-pdr-1t1c-top{1}".format(table["output-file"], + table["output-file-ext"]) + with open(output_file, "w") as out_file: + out_file.write(header_str) + for i, line in enumerate(lines[1:]): + if i == table["nr-of-tests-shown"]: + break + out_file.write(line) + + output_file = "{0}-pdr-1t1c-bottom{1}".format(table["output-file"], + table["output-file-ext"]) + with open(output_file, "w") as out_file: + out_file.write(header_str) + for i, line in enumerate(lines[-1:0:-1]): + if i == table["nr-of-tests-shown"]: + break + out_file.write(line) |