diff options
Diffstat (limited to 'resources/tools/presentation/generator_plots.py')
-rw-r--r-- | resources/tools/presentation/generator_plots.py | 104 |
1 files changed, 103 insertions, 1 deletions
diff --git a/resources/tools/presentation/generator_plots.py b/resources/tools/presentation/generator_plots.py index 2b1c48f02e..8af9a945d1 100644 --- a/resources/tools/presentation/generator_plots.py +++ b/resources/tools/presentation/generator_plots.py @@ -59,7 +59,8 @@ def generate_plots(spec, data): u"plot_tsa_name": plot_tsa_name, u"plot_http_server_perf_box": plot_http_server_perf_box, u"plot_nf_heatmap": plot_nf_heatmap, - u"plot_lat_hdrh_bar_name": plot_lat_hdrh_bar_name + u"plot_lat_hdrh_bar_name": plot_lat_hdrh_bar_name, + u"plot_lat_hdrh_percentile": plot_lat_hdrh_percentile } logging.info(u"Generating the plots ...") @@ -77,6 +78,107 @@ def generate_plots(spec, data): logging.info(u"Done.") +def plot_lat_hdrh_percentile(plot, input_data): + """Generate the plot(s) with algorithm: plot_lat_hdrh_percentile + specified in the specification file. + + :param plot: Plot to generate. + :param input_data: Data to process. + :type plot: pandas.Series + :type input_data: InputData + """ + + # Transform the data + plot_title = plot.get(u"title", u"") + logging.info( + f" Creating the data set for the {plot.get(u'type', u'')} " + f"{plot_title}." + ) + data = input_data.filter_tests_by_name( + plot, params=[u"latency", u"parent", u"tags", u"type"]) + if data is None or len(data[0][0]) == 0: + logging.error(u"No data.") + return + + fig = plgo.Figure() + + # Prepare the data for the plot + directions = [u"W-E", u"E-W"] + for test in data[0][0]: + try: + if test[u"type"] in (u"NDRPDR",): + if u"-pdr" in plot_title.lower(): + ttype = u"PDR" + elif u"-ndr" in plot_title.lower(): + ttype = u"NDR" + else: + logging.warning(f"Invalid test type: {test[u'type']}") + continue + name = re.sub(REGEX_NIC, u"", test[u"parent"]. + replace(u'-ndrpdr', u''). + replace(u'2n1l-', u''). + replace(u'avf-', u'')) + for idx, direction in enumerate( + (u"direction1", u"direction2", )): + try: + hdr_lat = test[u"latency"][ttype][direction][u"hdrh"] + # TODO: Workaround, HDRH data must be aligned to 4 + # bytes, remove when not needed. + hdr_lat += u"=" * (len(hdr_lat) % 4) + xaxis = list() + yaxis = list() + hovertext = list() + decoded = hdrh.histogram.HdrHistogram.decode(hdr_lat) + for item in decoded.get_recorded_iterator(): + percentile = item.percentile_level_iterated_to + if percentile != 100.0: + xaxis.append(100.0 / (100.0 - percentile)) + yaxis.append(item.value_iterated_to) + hovertext.append( + f"Test: {name}<br>" + f"Direction: {directions[idx]}<br>" + f"Percentile: {percentile:.5f}<br>%" + f"Latency: {item.value_iterated_to}uSec" + ) + fig.add_trace( + plgo.Scatter( + x=xaxis, + y=yaxis, + name=name, + mode=u"lines", + hovertext=hovertext, + hoverinfo=u"text" + ) + ) + except hdrh.codec.HdrLengthException as err: + logging.warning( + f"No or invalid data for HDRHistogram for the test " + f"{name}\n{err}" + ) + continue + else: + logging.warning(f"Invalid test type: {test[u'type']}") + continue + except (ValueError, KeyError) as err: + logging.warning(repr(err)) + + layout = deepcopy(plot[u"layout"]) + + layout[u"title"][u"text"] = \ + f"<b>Latency:</b> {plot.get(u'graph-title', u'')}" + fig[u"layout"].update(layout) + + # Create plot + file_type = plot.get(u"output-file-type", u".html") + logging.info(f" Writing file {plot[u'output-file']}{file_type}.") + try: + # Export Plot + ploff.plot(fig, show_link=False, auto_open=False, + filename=f"{plot[u'output-file']}{file_type}") + except PlotlyError as err: + logging.error(f" Finished with error: {repr(err)}") + + def plot_lat_hdrh_bar_name(plot, input_data): """Generate the plot(s) with algorithm: plot_lat_hdrh_bar_name specified in the specification file. |