diff options
| -rw-r--r-- | resources/tools/presentation/generator_tables.py | 106 | ||||
| -rw-r--r-- | resources/tools/presentation/pal.py | 82 | ||||
| -rw-r--r-- | resources/tools/presentation/specification_CPTA.yaml | 59 |
3 files changed, 205 insertions, 42 deletions
diff --git a/resources/tools/presentation/generator_tables.py b/resources/tools/presentation/generator_tables.py index a667fffb16..6c301878ce 100644 --- a/resources/tools/presentation/generator_tables.py +++ b/resources/tools/presentation/generator_tables.py @@ -18,11 +18,14 @@ import logging import csv import prettytable +import numpy as np +import pandas as pd from string import replace +from math import isnan from errors import PresentationError -from utils import mean, stdev, relative_change, remove_outliers +from utils import mean, stdev, relative_change, remove_outliers, find_outliers def generate_tables(spec, data): @@ -525,3 +528,104 @@ def table_performance_comparison(table, input_data): if i == table["nr-of-tests-shown"]: break out_file.write(line) + + +def table_performance_trending_dashboard(table, input_data): + """Generate the table(s) with algorithm: table_performance_comparison + specified in the specification file. + + :param table: Table to generate. + :param input_data: Data to process. + :type table: pandas.Series + :type input_data: InputData + """ + + logging.info(" Generating the table {0} ...". + format(table.get("title", ""))) + + # Transform the data + data = input_data.filter_data(table) + + # Prepare the header of the tables + header = ["Test case", + "Thput trend [Mpps]", + "Change [Mpps]", + "Change [%]", + "Anomaly"] + header_str = ",".join(header) + "\n" + + # Prepare data to the table: + tbl_dict = dict() + for job, builds in table["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, + "data": list()} + try: + tbl_dict[tst_name]["data"]. \ + append(tst_data["throughput"]["value"]) + except TypeError: + pass # No data in output.xml for this test + + tbl_lst = list() + for tst_name in tbl_dict.keys(): + if len(tbl_dict[tst_name]["data"]) > 2: + pd_data = pd.Series(tbl_dict[tst_name]["data"]) + win_size = pd_data.size \ + if pd_data.size < table["window"] else table["window"] + # Test name: + name = tbl_dict[tst_name]["name"] + # Throughput trend: + trend = list(pd_data.rolling(window=win_size).median())[-2] + # Anomaly: + t_data, _ = find_outliers(pd_data) + last = list(t_data)[-1] + t_stdev = list(t_data.rolling(window=win_size, min_periods=2). + std())[-2] + if isnan(last): + anomaly = "outlier" + elif last < (trend - 3 * t_stdev): + anomaly = "regression" + elif last > (trend + 3 * t_stdev): + anomaly = "progression" + else: + anomaly = "normal" + # Change: + change = round(float(last - trend) / 1000000, 2) + # Relative change: + rel_change = int(relative_change(float(trend), float(last))) + + tbl_lst.append([name, + round(float(last) / 1000000, 2), + change, + rel_change, + anomaly]) + + # Sort the table according to the relative change + tbl_lst.sort(key=lambda rel: rel[-1], reverse=True) + + file_name = "{}.{}".format(table["output-file"], table["output-file-ext"]) + + logging.info(" Writing file: '{}'".format(file_name)) + with open(file_name, "w") as file_handler: + file_handler.write(header_str) + for test in tbl_lst: + file_handler.write(",".join([str(item) for item in test]) + '\n') + + txt_file_name = "{}.txt".format(table["output-file"]) + txt_table = None + logging.info(" Writing file: '{}'".format(txt_file_name)) + with open(file_name, '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) + txt_table.align["Test case"] = "l" + with open(txt_file_name, "w") as txt_file: + txt_file.write(str(txt_table)) diff --git a/resources/tools/presentation/pal.py b/resources/tools/presentation/pal.py index 98642c898c..aaeacaac15 100644 --- a/resources/tools/presentation/pal.py +++ b/resources/tools/presentation/pal.py @@ -87,48 +87,48 @@ def main(): return 1 ret_code = 0 - try: - env = Environment(spec.environment, args.force) - env.set_environment() - - if spec.is_debug: - if spec.debug["input-format"] == "zip": - unzip_files(spec) - else: - download_data_files(spec) - - prepare_static_content(spec) - - data = InputData(spec) - data.read_data() - - generate_tables(spec, data) - generate_plots(spec, data) - generate_files(spec, data) - - if spec.output["output"] == "report": - generate_report(args.release, spec) - logging.info("Successfully finished.") - elif spec.output["output"] == "CPTA": - sys.stdout.write(generate_cpta(spec, data)) - logging.info("Successfully finished.") - else: - logging.critical("The output '{0}' is not supported.". - format(spec.output["output"])) - ret_code = 1 - - except (KeyError, ValueError, PresentationError) as err: - logging.info("Finished with an error.") - logging.critical(str(err)) - ret_code = 1 - except Exception as err: - logging.info("Finished with an unexpected error.") - logging.critical(str(err)) + # try: + env = Environment(spec.environment, args.force) + env.set_environment() + + if spec.is_debug: + if spec.debug["input-format"] == "zip": + unzip_files(spec) + else: + download_data_files(spec) + + prepare_static_content(spec) + + data = InputData(spec) + data.read_data() + + generate_tables(spec, data) + generate_plots(spec, data) + generate_files(spec, data) + + if spec.output["output"] == "report": + generate_report(args.release, spec) + logging.info("Successfully finished.") + elif spec.output["output"] == "CPTA": + sys.stdout.write(generate_cpta(spec, data)) + logging.info("Successfully finished.") + else: + logging.critical("The output '{0}' is not supported.". + format(spec.output["output"])) ret_code = 1 - finally: - if spec is not None and not spec.is_debug: - clean_environment(spec.environment) - return ret_code + + # except (KeyError, ValueError, PresentationError) as err: + # logging.info("Finished with an error.") + # logging.critical(str(err)) + # ret_code = 1 + # except Exception as err: + # logging.info("Finished with an unexpected error.") + # logging.critical(str(err)) + # ret_code = 1 + # finally: + # if spec is not None and not spec.is_debug: + # clean_environment(spec.environment) + # return ret_code if __name__ == '__main__': diff --git a/resources/tools/presentation/specification_CPTA.yaml b/resources/tools/presentation/specification_CPTA.yaml index e1b80351b2..aa29cec15b 100644 --- a/resources/tools/presentation/specification_CPTA.yaml +++ b/resources/tools/presentation/specification_CPTA.yaml @@ -205,6 +205,65 @@ - minimal ################################################################################ +### T A B L E S ### +################################################################################ + +- + type: "table" + title: "Performance trending dashboard" + algorithm: "table_performance_trending_dashboard" + output-file-ext: ".csv" + output-file: "{DIR[STATIC,VPP]}/performance-trending-dashboard-1t1c" + data: "plot-performance-trending" + filter: "'1T1C'" + parameters: + - "name" + - "parent" + - "throughput" + # Number of the best and the worst tests presented in the table. Use 0 (zero) + # to present all tests. + nr-of-tests-shown: 20 + outlier-const: 1.5 + window: 10 + +- + type: "table" + title: "Performance trending dashboard" + algorithm: "table_performance_trending_dashboard" + output-file-ext: ".csv" + output-file: "{DIR[STATIC,VPP]}/performance-trending-dashboard-2t2c" + data: "plot-performance-trending" + filter: "'2T2C'" + parameters: + - "name" + - "parent" + - "throughput" + # Number of the best and the worst tests presented in the table. Use 0 (zero) + # to present all tests. + nr-of-tests-shown: 20 + outlier-const: 1.5 + window: 10 + +- + type: "table" + title: "Performance trending dashboard" + algorithm: "table_performance_trending_dashboard" + output-file-ext: ".csv" + output-file: "{DIR[STATIC,VPP]}/performance-trending-dashboard-4t4c" + data: "plot-performance-trending" + filter: "'4T4C'" + parameters: + - "name" + - "parent" + - "throughput" + # Number of the best and the worst tests presented in the table. Use 0 (zero) + # to present all tests. + nr-of-tests-shown: 20 + outlier-const: 1.5 + window: 10 + + +################################################################################ ### C P T A ### ################################################################################ |