diff options
Diffstat (limited to 'resources/tools/presentation/generator_CPTA.py')
| -rw-r--r-- | resources/tools/presentation/generator_CPTA.py | 73 |
1 files changed, 43 insertions, 30 deletions
diff --git a/resources/tools/presentation/generator_CPTA.py b/resources/tools/presentation/generator_CPTA.py index 89e9a41b48..cfd4c5817a 100644 --- a/resources/tools/presentation/generator_CPTA.py +++ b/resources/tools/presentation/generator_CPTA.py @@ -14,7 +14,6 @@ """Generation of Continuous Performance Trending and Analysis. """ -import datetime import logging import csv import prettytable @@ -25,6 +24,8 @@ import numpy as np import pandas as pd from collections import OrderedDict +from datetime import datetime, timedelta + from utils import split_outliers, archive_input_data, execute_command @@ -64,7 +65,7 @@ def generate_cpta(spec, data): ret_code = _generate_all_charts(spec, data) cmd = HTML_BUILDER.format( - date=datetime.datetime.utcnow().strftime('%m/%d/%Y %H:%M UTC'), + date=datetime.utcnow().strftime('%m/%d/%Y %H:%M UTC'), working_dir=spec.environment["paths"]["DIR[WORKING,SRC]"], build_dir=spec.environment["paths"]["DIR[BUILD,HTML]"]) execute_command(cmd) @@ -226,7 +227,8 @@ def _generate_trending_traces(in_data, build_info, period, moving_win_size=10, :type show_trend_line: bool :type name: str :type color: str - :returns: Generated traces (list) and the evaluated result (float). + :returns: Generated traces (list), the evaluated result (float) and the + first and last date. :rtype: tuple(traces, result) """ @@ -239,11 +241,16 @@ def _generate_trending_traces(in_data, build_info, period, moving_win_size=10, data_y = list(in_data.values()) hover_text = list() + xaxis = list() for idx in data_x: - hover_text.append("vpp-build: {0}". - format(build_info[str(idx)][1].split("~")[-1])) + hover_text.append("vpp-ref: {0}<br>csit-ref: mrr-daily-build-{1}". + format(build_info[str(idx)][1].rsplit('~', 1)[0], + idx)) + date = build_info[str(idx)][0] + xaxis.append(datetime(int(date[0:4]), int(date[4:6]), int(date[6:8]), + int(date[9:11]), int(date[12:]))) - data_pd = pd.Series(data_y, index=data_x) + data_pd = pd.Series(data_y, index=xaxis) t_data, outliers = split_outliers(data_pd, outlier_const=1.5, window=moving_win_size) @@ -251,7 +258,7 @@ def _generate_trending_traces(in_data, build_info, period, moving_win_size=10, anomalies = pd.Series() anomalies_res = list() - for idx, item in enumerate(in_data.items()): + for idx, item in enumerate(data_pd.items()): item_pd = pd.Series([item[1], ], index=[item[0], ]) if item[0] in outliers.keys(): anomalies = anomalies.append(item_pd) @@ -272,7 +279,7 @@ def _generate_trending_traces(in_data, build_info, period, moving_win_size=10, [1.00, "green"]] trace_samples = plgo.Scatter( - x=data_x, + x=xaxis, y=data_y, mode='markers', line={ @@ -342,7 +349,7 @@ def _generate_trending_traces(in_data, build_info, period, moving_win_size=10, ) traces.append(trace_trend) - return traces, results[-1] + return traces, results[-1], xaxis[0], xaxis[-1] def _generate_chart(traces, layout, file_name): @@ -436,13 +443,12 @@ def _generate_all_charts(spec, input_data): for build in builds_lst: item = tst_data.get(int(build), '') tst_lst.append(str(item)) - # tst_lst.append(str(item) if item else '') csv_table.append("{0},".format(tst_name) + ",".join(tst_lst) + '\n') for period in chart["periods"]: # Generate traces: traces = list() - win_size = 14 if period == 1 else 5 if period < 20 else 3 + win_size = 14 idx = 0 for test_name, test_data in chart_data.items(): if not test_data: @@ -450,29 +456,36 @@ def _generate_all_charts(spec, input_data): format(test_name)) continue test_name = test_name.split('.')[-1] - trace, result = _generate_trending_traces( - test_data, - build_info=build_info, - period=period, - moving_win_size=win_size, - fill_missing=True, - use_first=False, - name='-'.join(test_name.split('-')[3:-1]), - color=COLORS[idx]) + trace, result, first_date, last_date = \ + _generate_trending_traces( + test_data, + build_info=build_info, + period=period, + moving_win_size=win_size, + fill_missing=True, + use_first=False, + name='-'.join(test_name.split('-')[3:-1]), + color=COLORS[idx]) traces.extend(trace) results.append(result) idx += 1 - # Generate the chart: - chart["layout"]["xaxis"]["title"] = \ - chart["layout"]["xaxis"]["title"].format(job=job_name) - _generate_chart(traces, - chart["layout"], - file_name="{0}-{1}-{2}{3}".format( - spec.cpta["output-file"], - chart["output-file-name"], - period, - spec.cpta["output-file-type"])) + if traces: + # Generate the chart: + chart["layout"]["xaxis"]["title"] = \ + chart["layout"]["xaxis"]["title"].format(job=job_name) + delta = timedelta(days=30) + start = last_date - delta + start = first_date if start < first_date else start + chart["layout"]["xaxis"]["range"] = [str(start.date()), + str(last_date.date())] + _generate_chart(traces, + chart["layout"], + file_name="{0}-{1}-{2}{3}".format( + spec.cpta["output-file"], + chart["output-file-name"], + period, + spec.cpta["output-file-type"])) logging.info(" Done.") |