diff options
Diffstat (limited to 'resources/tools/presentation/generator_plots.py')
| -rw-r--r-- | resources/tools/presentation/generator_plots.py | 241 |
1 files changed, 241 insertions, 0 deletions
diff --git a/resources/tools/presentation/generator_plots.py b/resources/tools/presentation/generator_plots.py index 21dd1a0555..ca1cd9bdf6 100644 --- a/resources/tools/presentation/generator_plots.py +++ b/resources/tools/presentation/generator_plots.py @@ -1083,3 +1083,244 @@ def plot_http_server_performance_box(plot, input_data): logging.error(" Finished with error: {}". format(str(err).replace("\n", " "))) return + + +def plot_service_density_heatmap(plot, input_data): + """Generate the plot(s) with algorithm: plot_service_density_heatmap + specified in the specification file. + + :param plot: Plot to generate. + :param input_data: Data to process. + :type plot: pandas.Series + :type input_data: InputData + """ + + # Example data in Mpps + txt_chains = ['1', '2', '4', '6', '8', '10'] + txt_nodes = ['1', '2', '4', '6', '8', '10'] + chains = [i + 1 for i in range(len(txt_chains))] + nodes = [i + 1 for i in range(len(txt_nodes))] + data = [ + [6.3, 6.3, 6.3, 6.4, 6.5, 6.4], + [5.8, 5.6, 5.6, 5.6, 5.5, None], + [5.6, 5.5, 5.3, None, None, None], + [5.4, 5.3, None, None, None, None], + [5.4, 5.2, None, None, None, None], + [5.3, None, None, None, None, None] + ] + + hovertext = list() + annotations = list() + + text = "{name}" + + for c in range(len(txt_chains)): + hover_line = list() + for n in range(len(txt_nodes)): + if data[c][n] is not None: + annotations.append(dict( + x=n+1, + y=c+1, + xref="x", + yref="y", + xanchor="center", + yanchor="middle", + text=str(data[c][n]), + font=dict( + size=14, + ), + align="center", + showarrow=False + )) + hover_line.append(text.format(name="Testcase Name")) + hovertext.append(hover_line) + + traces = [ + plgo.Heatmap(x=nodes, + y=chains, + z=data, + colorbar=dict( + title="Packet Throughput [Mpps]", + titleside="right", + titlefont=dict( + size=14 + ), + ), + showscale=True, + colorscale="Reds", + text=hovertext, + hoverinfo="text") + ] + + for idx, item in enumerate(txt_nodes): + annotations.append(dict( + x=idx+1, + y=0, + xref="x", + yref="y", + xanchor="center", + yanchor="top", + text=item, + font=dict( + size=16, + ), + align="center", + showarrow=False + )) + for idx, item in enumerate(txt_chains): + annotations.append(dict( + x=0.3, + y=idx+1, + xref="x", + yref="y", + xanchor="right", + yanchor="middle", + text=item, + font=dict( + size=16, + ), + align="center", + showarrow=False + )) + # X-axis: + annotations.append(dict( + x=0.55, + y=1.05, + xref="paper", + yref="paper", + xanchor="center", + yanchor="middle", + text="<b>No. of Network Functions per Service Instance</b>", + font=dict( + size=16, + ), + align="center", + showarrow=False + )) + # Y-axis: + annotations.append(dict( + x=-0.04, + y=0.5, + xref="paper", + yref="paper", + xanchor="center", + yanchor="middle", + text="<b>No. of Service Instances</b>", + font=dict( + size=16, + ), + align="center", + textangle=270, + showarrow=False + )) + updatemenus = list([ + dict( + x=1.0, + y=0.0, + xanchor='right', + yanchor='bottom', + direction='up', + buttons=list([ + dict( + args=[{"colorscale": "Reds", "reversescale": False}], + label="Red", + method="update" + ), + dict( + args=[{"colorscale": "Blues", "reversescale": True}], + label="Blue", + method="update" + ), + dict( + args=[{"colorscale": "Greys", "reversescale": True}], + label="Grey", + method="update" + ), + dict( + args=[{"colorscale": "Greens", "reversescale": True}], + label="Green", + method="update" + ), + dict( + args=[{"colorscale": "RdBu", "reversescale": False}], + label="RedBlue", + method="update" + ), + dict( + args=[{"colorscale": "Picnic", "reversescale": False}], + label="Picnic", + method="update" + ), + dict( + args=[{"colorscale": "Rainbow", "reversescale": False}], + label="Rainbow", + method="update" + ), + dict( + args=[{"colorscale": "Portland", "reversescale": False}], + label="Portland", + method="update" + ), + dict( + args=[{"colorscale": "Jet", "reversescale": False}], + label="Jet", + method="update" + ), + dict( + args=[{"colorscale": "Hot", "reversescale": True}], + label="Hot", + method="update" + ), + dict( + args=[{"colorscale": "Blackbody", "reversescale": True}], + label="Blackbody", + method="update" + ), + dict( + args=[{"colorscale": "Earth", "reversescale": True}], + label="Earth", + method="update" + ), + dict( + args=[{"colorscale": "Electric", "reversescale": True}], + label="Electric", + method="update" + ), + dict( + args=[{"colorscale": "Viridis", "reversescale": True}], + label="Viridis", + method="update" + ), + dict( + args=[{"colorscale": "Cividis", "reversescale": True}], + label="Cividis", + method="update" + ), + ]) + ) + ]) + + try: + layout = deepcopy(plot["layout"]) + except KeyError as err: + logging.error("Finished with error: No layout defined") + logging.error(repr(err)) + return + + layout["annotations"] = annotations + layout['updatemenus'] = updatemenus + + try: + # Create plot + plpl = plgo.Figure(data=traces, layout=layout) + + # Export Plot + logging.info(" Writing file '{0}{1}'.". + format(plot["output-file"], plot["output-file-type"])) + ploff.plot(plpl, show_link=False, auto_open=False, + filename='{0}{1}'.format(plot["output-file"], + plot["output-file-type"])) + except PlotlyError as err: + logging.error(" Finished with error: {}". + format(str(err).replace("\n", " "))) + return |