From b4b7fac76d29cc780b3ccd865379ad2ed38c0586 Mon Sep 17 00:00:00 2001 From: Tibor Frank Date: Thu, 18 Jan 2018 15:01:00 +0100 Subject: CSIT-901: Throughput Speedup Analysis - Static content - Add robustnes to the function which generates the plots - Add "Model for TSA" to LLD. Change-Id: I78dffe3622b4566b30ecac411f8ff285689d1427 Signed-off-by: Tibor Frank Signed-off-by: Maciek Konstantynowicz --- resources/tools/presentation/doc/pal_lld.rst | 57 +++++--- resources/tools/presentation/generator_plots.py | 9 +- resources/tools/presentation/input_data_parser.py | 2 + resources/tools/presentation/specification.yaml | 168 ++++++++++++++++++++-- 4 files changed, 206 insertions(+), 30 deletions(-) (limited to 'resources/tools') diff --git a/resources/tools/presentation/doc/pal_lld.rst b/resources/tools/presentation/doc/pal_lld.rst index 12318ccfe9..027d6b326a 100644 --- a/resources/tools/presentation/doc/pal_lld.rst +++ b/resources/tools/presentation/doc/pal_lld.rst @@ -1139,43 +1139,62 @@ Data analytics part implements: - methods to compute statistical data from the filtered input data. - trending. - - etc. +Throughput Speedup Analysis - Multi-Core with Multi-Threading +''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''' -Throughput Speedup Analysis - Multi-Core Speedup Ratio -'''''''''''''''''''''''''''''''''''''''''''''''''''''' - -Throughput Speedup Analysis (TSA) calculates a speedup factor for 1, 2, 4 cores -which is defined as: +Throughput Speedup Analysis (TSA) calculates throughput speedup ratios +for tested 1-, 2- and 4-core multi-threaded VPP configurations using the +following formula: :: - throughput - speedup factor = ----------------- - 1-core-throughput + N_core_throughput + N_core_throughput_speedup = ----------------- + 1_core_throughput -A bar plot displays the speedup factor (normalized throughput for 64B/78B on 1 -core). The plot displays number of cores on the X-axis and the speedup factor on -the Y-axis. +Multi-core throughput speedup ratios are plotted in grouped bar graphs +for throughput tests with 64B/78B frame size, with number of cores on +X-axis and speedup ratio on Y-axis. -For better comparision, there can be displayed more than one set of data in a -plot. So, in general: +For better comparison multiple test results' data sets are plotted per +each graph: - graph type: grouped bars; - graph X-axis: (testcase index, number of cores); - graph Y-axis: speedup factor. -The data displayed is a subset of existing performance tests with 1core, 2core, -4core. +Subset of existing performance tests is covered by TSA graphs. + +**Model for TSA:** + +:: -:TODO: Specify the data model for TSA. + - + type: "plot" + title: "TSA: 64B-*-(eth|dot1q|dot1ad)-(l2xcbase|l2bdbasemaclrn)-ndrdisc" + algorithm: "plot_throughput_speedup_analysis" + output-file-type: ".html" + output-file: "{DIR[STATIC,VPP]}/10ge2p1x520-64B-l2-tsa-ndrdisc" + data: + "plot-throughput-speedup-analysis" + filter: "'NIC_Intel-X520-DA2' and '64B' and 'BASE' and 'NDRDISC' and ('L2BDMACSTAT' or 'L2BDMACLRN' or 'L2XCFWD') and not 'VHOST'" + parameters: + - "throughput" + - "parent" + - "tags" + layout: + title: "64B-*-(eth|dot1q|dot1ad)-(l2xcbase|l2bdbasemaclrn)-ndrdisc" + layout: + "plot-throughput-speedup-analysis" Advanced data analytics ``````````````````````` -As the next steps, advanced data analytics (ADA) will be implemented using -machine learning (ML) and artificial intelligence (AI). +In the future advanced data analytics (ADA) will be added to analyze the +telemetry data collected from SUT telemetry sources and correlate it to +performance test results. :TODO: diff --git a/resources/tools/presentation/generator_plots.py b/resources/tools/presentation/generator_plots.py index 5580cbdf1c..66656679d0 100644 --- a/resources/tools/presentation/generator_plots.py +++ b/resources/tools/presentation/generator_plots.py @@ -261,13 +261,16 @@ def plot_throughput_speedup_analysis(plot, input_data): except (KeyError, TypeError): pass + if not throughput: + logging.warning("No data for the plot '{}'". + format(plot.get("title", ""))) + return + for test_name, test_vals in throughput.items(): for key, test_val in test_vals.items(): if test_val: throughput[test_name][key] = sum(test_val) / len(test_val) - print(throughput) - names = ['1 core', '2 cores', '4 cores'] x_vals = list() y_vals_1 = list() @@ -276,7 +279,7 @@ def plot_throughput_speedup_analysis(plot, input_data): for test_name, test_vals in throughput.items(): if test_vals["1"]: - x_vals.append("-".join(test_name.split('-')[:-1])) + x_vals.append("-".join(test_name.split('-')[1:-1])) y_vals_1.append(1) if test_vals["2"]: y_vals_2.append( diff --git a/resources/tools/presentation/input_data_parser.py b/resources/tools/presentation/input_data_parser.py index 8c44dc45fa..2351942377 100644 --- a/resources/tools/presentation/input_data_parser.py +++ b/resources/tools/presentation/input_data_parser.py @@ -854,6 +854,8 @@ class InputData(object): logging.error(" Missing mandatory parameter in the element " "specification.", err) return None + except AttributeError: + return None except SyntaxError: logging.error(" The filter '{0}' is not correct. Check if all " "tags are enclosed by apostrophes.".format(cond)) diff --git a/resources/tools/presentation/specification.yaml b/resources/tools/presentation/specification.yaml index 63f7605119..8a105fe974 100644 --- a/resources/tools/presentation/specification.yaml +++ b/resources/tools/presentation/specification.yaml @@ -88,6 +88,7 @@ type: "configuration" data-sets: plot-throughput-speedup-analysis: +# TODO: Add the data sources # csit-vpp-perf-1801-all: # - 1 # - 2 @@ -303,7 +304,7 @@ autosize: False margin: 't': 50 - 'b': 250 + 'b': 200 'l': 50 'r': 20 showlegend: True @@ -873,23 +874,174 @@ # Plot Throughput Speedup Analysis +# L2 - 10ge2p1x520 - NDR - type: "plot" - title: "TODO Throughput Speedup Analysis" + title: "TSA: 64B-*-(eth|dot1q|dot1ad)-(l2xcbase|l2bdbasemaclrn)-ndrdisc" algorithm: "plot_throughput_speedup_analysis" output-file-type: ".html" - output-file: "{DIR[STATIC,VPP]}/tsa-64B-l2" + output-file: "{DIR[STATIC,VPP]}/10ge2p1x520-64B-l2-tsa-ndrdisc" data: - "plot-throughput-speedup-analysis" # CHANGE - # Keep this formatting, the filter is enclosed with " (quotation mark) and - # each tag is enclosed with ' (apostrophe). - filter: "('64B' or '78B') and 'BASE' and 'NDRDISC' and ('L2BDMACSTAT' or 'L2BDMACLRN' or 'L2XCFWD' or 'IP4FWD' or 'IP6FWD') and not 'VHOST'" + "plot-throughput-speedup-analysis" + filter: "'NIC_Intel-X520-DA2' and '64B' and 'BASE' and 'NDRDISC' and ('L2BDMACSTAT' or 'L2BDMACLRN' or 'L2XCFWD') and not 'VHOST'" + parameters: + - "throughput" + - "parent" + - "tags" + layout: + title: "64B-*-(eth|dot1q|dot1ad)-(l2xcbase|l2bdbasemaclrn)-ndrdisc" + layout: + "plot-throughput-speedup-analysis" + +# L2 - 40ge2p1xl710 - NDR +- + type: "plot" + title: "TSA: 64B-*-(eth|dot1q|dot1ad)-(l2xcbase|l2bdbasemaclrn)-ndrdisc" + algorithm: "plot_throughput_speedup_analysis" + output-file-type: ".html" + output-file: "{DIR[STATIC,VPP]}/40ge2p1xl710-64B-l2-tsa-ndrdisc" + data: + "plot-throughput-speedup-analysis" + filter: "'NIC_Intel-XL710' and '64B' and 'BASE' and 'NDRDISC' and ('L2BDMACSTAT' or 'L2BDMACLRN' or 'L2XCFWD') and not 'VHOST'" + parameters: + - "throughput" + - "parent" + - "tags" + layout: + title: "64B-*-(eth|dot1q|dot1ad)-(l2xcbase|l2bdbasemaclrn)-ndrdisc" + layout: + "plot-throughput-speedup-analysis" + +# L2 - 10ge2p1x520 - PDR +- + type: "plot" + title: "TSA: 64B-*-(eth|dot1q|dot1ad)-(l2xcbase|l2bdbasemaclrn)-pdrdisc" + algorithm: "plot_throughput_speedup_analysis" + output-file-type: ".html" + output-file: "{DIR[STATIC,VPP]}/10ge2p1x520-64B-l2-tsa-pdrdisc" + data: + "plot-throughput-speedup-analysis" + filter: "'NIC_Intel-X520-DA2' and '64B' and 'BASE' and 'PDRDISC' and not 'NDRDISC' and ('L2BDMACSTAT' or 'L2BDMACLRN' or 'L2XCFWD') and not 'VHOST'" + parameters: + - "throughput" + - "parent" + - "tags" + layout: + title: "64B-*-(eth|dot1q|dot1ad)-(l2xcbase|l2bdbasemaclrn)-pdrdisc" + layout: + "plot-throughput-speedup-analysis" + +# IPv4 - 10ge2p1x520 - NDR +- + type: "plot" + title: "TSA: 64B-*-ethip4-ip4(base|scale)*ndrdisc" + algorithm: "plot_throughput_speedup_analysis" + output-file-type: ".html" + output-file: "{DIR[STATIC,VPP]}/10ge2p1x520-64B-ip4-tsa-ndrdisc" + data: + "plot-throughput-speedup-analysis" + filter: "'NIC_Intel-X520-DA2' and '64B' and ('BASE' or 'SCALE') and 'NDRDISC' and not 'VHOST'" + parameters: + - "throughput" + - "parent" + - "tags" + layout: + title: "64B-*-ethip4-ip4(base|scale)*ndrdisc" + layout: + "plot-throughput-speedup-analysis" + +# IPv4 - 40ge2p1xl710 - NDR +- + type: "plot" + title: "TSA: 64B-*-ethip4-ip4(base|scale)*ndrdisc" + algorithm: "plot_throughput_speedup_analysis" + output-file-type: ".html" + output-file: "{DIR[STATIC,VPP]}/40ge2p1xl710-64B-ip4-tsa-ndrdisc" + data: + "plot-throughput-speedup-analysis" + filter: "'NIC_Intel-XL710' and '64B' and ('BASE' or 'SCALE') and 'NDRDISC' and not 'VHOST'" + parameters: + - "throughput" + - "parent" + - "tags" + layout: + title: "64B-*-ethip4-ip4(base|scale)*ndrdisc" + layout: + "plot-throughput-speedup-analysis" + +# IPv4 - 10ge2p1x520 - PDR +- + type: "plot" + title: "TSA: 64B-*-ethip4-ip4(base|scale)*pdrdisc" + algorithm: "plot_throughput_speedup_analysis" + output-file-type: ".html" + output-file: "{DIR[STATIC,VPP]}/10ge2p1x520-64B-ip4-tsa-pdrdisc" + data: + "plot-throughput-speedup-analysis" + filter: "'NIC_Intel-X520-DA2' and '64B' and ('BASE' or 'SCALE') and 'PDRDISC' and not 'NDRDISC' and not 'VHOST'" + parameters: + - "throughput" + - "parent" + - "tags" + layout: + title: "64B-*-ethip4-ip4(base|scale)*pdrdisc" + layout: + "plot-throughput-speedup-analysis" + +# IPv6 - 10ge2p1x520 - NDR +- + type: "plot" + title: "TSA: 78B-*-ethip6-ip6(base|scale)*ndrdisc" + algorithm: "plot_throughput_speedup_analysis" + output-file-type: ".html" + output-file: "{DIR[STATIC,VPP]}/10ge2p1x520-78B-ip6-tsa-ndrdisc" + data: + "plot-throughput-speedup-analysis" + filter: "'NIC_Intel-X520-DA2' and '78B' and ('BASE' or 'SCALE') and 'NDRDISC' and not 'VHOST'" + parameters: + - "throughput" + - "parent" + - "tags" + layout: + title: "78B-*-ethip6-ip6(base|scale)*ndrdisc" + layout: + "plot-throughput-speedup-analysis" + +# IPv6 - 40ge2p1xl710 - NDR +- + type: "plot" + title: "TSA: 78B-*-ethip6-ip6(base|scale)*ndrdisc" + algorithm: "plot_throughput_speedup_analysis" + output-file-type: ".html" + output-file: "{DIR[STATIC,VPP]}/40ge2p1xl710-78B-ip6-tsa-ndrdisc" + data: + "plot-throughput-speedup-analysis" + filter: "'NIC_Intel-XL710' and '78B' and ('BASE' or 'SCALE') and 'NDRDISC' and not 'VHOST'" + parameters: + - "throughput" + - "parent" + - "tags" + layout: + title: "78B-*-ethip6-ip6(base|scale)*ndrdisc" + layout: + "plot-throughput-speedup-analysis" + +# IPv6 - 10ge2p1x520 - PDR +- + type: "plot" + title: "TSA: 78B-*-ethip6-ip6(base|scale)*pdrdisc" + algorithm: "plot_throughput_speedup_analysis" + output-file-type: ".html" + output-file: "{DIR[STATIC,VPP]}/10ge2p1x520-78B-ip6-tsa-pdrdisc" + data: + "plot-throughput-speedup-analysis" + filter: "'NIC_Intel-X520-DA2' and '78B' and ('BASE' or 'SCALE') and 'PDRDISC' and not 'NDRDISC' and not 'VHOST'" parameters: - "throughput" - "parent" - "tags" layout: - title: "TODO Throughput Speedup Analysis ..." + title: "78B-*-ethip6-ip6(base|scale)*pdrdisc" layout: "plot-throughput-speedup-analysis" -- cgit 1.2.3-korg