# Copyright 2022-2023 ETSI TeraFlowSDN - TFS OSG (https://tfs.etsi.org/) # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. import enum, sys import numpy as np import matplotlib.pyplot as plt class PlotName(enum.Enum): EXP1_DEVICE_DRIVER_EMU_L2NM = 'exp1-dev-drv-emu-l2nm' EXP1_DEVICE_DRIVER_EMU_L3NM = 'exp1-dev-drv-emu-l3nm' EXP1_DEVICE_DRIVER_TAPI = 'exp1-dev-drv-tapi' EXP1_SERVICE_HANDLER_EMU_L2NM = 'exp1-svc-hdl-l2nm-emu' EXP1_SERVICE_HANDLER_EMU_L3NM = 'exp1-svc-hdl-l3nm-emu' EXP1_SERVICE_HANDLER_TAPI = 'exp1-svc-hdl-tapi' EXP1_COMP_PATHCOMP_RPC_COMPUTE = 'exp1-pathcomp-rpc-compute' EXP2_DEVICE_DRIVER_EMU = 'exp2-device-driver-emu' EXP2_SERVICE_HANDLER_EMU_L2NM = 'exp2-svc-hdl-l2nm-emu' EXP2_SERVICE_HANDLER_EMU_L3NM = 'exp2-svc-hdl-l3nm-emu' EXP2_COMP_CONTEXT_DEVICE_RPCS = 'exp2-context-device-rpcs' EXP2_COMP_CONTEXT_LINK_RPCS = 'exp2-context-link-rpcs' EXP2_COMP_CONTEXT_SERVICE_RPCS = 'exp2-context-service-rpcs' EXP2_COMP_CONTEXT_SLICE_RPCS = 'exp2-context-slice-rpcs' EXP2_COMP_CONTEXT_TOPOLOGY_RPCS = 'exp2-context-topology-rpcs' EXP2_COMP_CONTEXT_CONNECTION_RPCS = 'exp2-context-connection-rpcs' EXP2_COMP_DEVICE_RPCS = 'exp2-device-rpcs' EXP2_COMP_SERVICE_RPCS = 'exp2-service-rpcs' EXP2_COMP_SLICE_RPCS = 'exp2-slice-rpcs' EXP2_COMP_PATHCOMP_RPCS = 'exp2-pathcomp-rpcs' EXP2_COMP_DLT_RPCS = 'exp2-dlt-rpcs' plot_name = PlotName.__members__.get(sys.argv[1]) if plot_name is None: raise Exception('Unsupported plot: {:s}'.format(str(plot_name))) PLOTS = { PlotName.EXP1_DEVICE_DRIVER_EMU_L2NM: ( 'Device Driver - Emulated (using L2NM services)', '0.0001-1', [ ('GetConfig', [0,27,252,212,160,261,26,2,3,9,19,11,2,1,0,0,0]), ('SetConfig', [575,56,112,78,61,82,8,0,2,5,5,0,1, 0,0,0,0]), ('DeleteConfig', [606,96,150,66,29,31,5,0,0,1,1,0, 0,0,0,0,0]), ]), PlotName.EXP1_DEVICE_DRIVER_EMU_L3NM: ( 'Device Driver - Emulated (using L3NM services)', '0.0001-1', [ ('GetConfig', [0,1,40,83,127,460,132,24,13,39,36,31,9,5,1,0,0]), ('SetConfig', [487,29,110,52,55,171,48,6,6,15,12,8,0,1, 0,0,0]), ('DeleteConfig', [510,86,79,43,26,120,70,20,6,9,15,8,5,3, 0,0,0]), ]), PlotName.EXP1_DEVICE_DRIVER_TAPI: ( #'Device Driver - TAPI', '0.0001-1', [ # ('GetConfig', [0,0,0,0,0,0,0,0,0,1,1,3,10,159,14, 0,0]), # ('SetConfig', [92,3,1,0,0,0,0,6,11,47,13,13,0,0,0,0,0]), # ('DeleteConfig', [90,0,0,0,0,0,3,14,25,35,6,11,2,0,0,0,0]), #]), 'Device Driver - TAPI', '0.0001-1', [ ('GetConfig', [0,0,0,0,0,0,0,0,0,1,1,3,10,159,14, 0,0]), ('SetConfig', [0,0,0,0,0,0,0,6,11,47,13,13,0,0,0,0,0]), ('DeleteConfig', [0,0,0,0,0,0,3,14,25,35,6,11,2,0,0,0,0]), ]), PlotName.EXP1_SERVICE_HANDLER_EMU_L2NM: ( 'Service Handler - L2NM Emulated', '0.001-100', [ ('SetEndpoint', [0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,3,41,35,12,1,0]), ('DeleteEndpoint', [0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,2,3,29,45,7,0,0]), ]), PlotName.EXP1_SERVICE_HANDLER_EMU_L3NM: ( 'Service Handler - L3NM Emulated', '0.001-100', [ ('SetEndpoint', [0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,2,8,27,29,15,11]), ('DeleteEndpoint', [0,0,0,0,0,0,0,0,0,0,0,0,0,3,0,2,0,6,22,29,18,11]), ]), PlotName.EXP1_SERVICE_HANDLER_TAPI: ( 'Service Handler - TAPI', '0.001-100', [ ('SetEndpoint', [0,0,0,0,0,0,0,0,0,0,0,0,0,3,4,4,79,2,0,0,0,0]), ('DeleteEndpoint', [0,0,0,0,0,0,0,0,0,0,0,0,5,0,3,1,73,12,0,0,0,0]), ]), PlotName.EXP1_COMP_PATHCOMP_RPC_COMPUTE: ( 'PathComp - Compute RPC', '0.01-5', [ ('Compute (using L2NM services)', [0,0,20,32,14,22,0]), ('Compute (using L3NM services)', [0,1,1,10,17,59,2]), ('Compute (using TAPI services)', [3,70,10,3,2,6,0]), ]), PlotName.EXP2_DEVICE_DRIVER_EMU: ( 'Device Driver - Emulated', '0.0001-0.25', [ ('GetConfig', [0,21,198,247,190,332,28,5,3,7,14,8,0,0]), ('SetConfig', [558,61,139,85,57,117,22,1,2,4,1,5,1,0]), ('DeleteConfig', [573,123,142,63,30,78,24,2,2,8,5,2,0,0]), ]), PlotName.EXP2_SERVICE_HANDLER_EMU_L2NM: ( 'Service Handler - L2NM Emulated', '0.001-100', [ ('SetEndpoint', [0,0,0,0,0,0,0,0,0,0,0,0,2,18,15,4,1,2,2,0,0,0]), ('DeleteEndpoint', [0,0,0,0,0,0,0,0,0,0,0,1,0,20,20,5,1,0,0,0,0,0]), ]), PlotName.EXP2_SERVICE_HANDLER_EMU_L3NM: ( 'Service Handler - L3NM Emulated', '0.001-100', [ ('SetEndpoint', [0,0,0,0,0,0,0,0,0,0,0,0,0,13,24,2,5,4,1,0,0,0]), ('DeleteEndpoint', [0,0,0,0,0,0,0,0,0,0,0,0,0,11,27,7,3,1,0,0,0,0]), ]), PlotName.EXP2_COMP_CONTEXT_DEVICE_RPCS: ( 'Context RPCs', '0.001-7.5', [ ('GetDevice', [0,0,0,0,6,130,348,305,382,578,76,7,6,0,0,0,0]), ('ListDevices', [0,0,0,0,0,0,0,0,0,4,37,43,8,2,0,0,0]), ('SetDevice', [0,0,0,0,0,42,236,158,179,380,46,9,0,0,0,0,0]), ]), PlotName.EXP2_COMP_CONTEXT_LINK_RPCS: ( 'Context RPCs', '0.001-7.5', [ ('GetLink', [0,1,9,5,1,1,0,0,0,0,0,0,0,0,0,0,0]), ('ListLinks', [0,0,0,0,0,5,20,23,27,17,2,0,0,0,0,0,0]), ]), PlotName.EXP2_COMP_CONTEXT_SERVICE_RPCS: ( 'Context RPCs', '0.001-7.5', [ ('GetService', [124,120,42,55,80,167,62,34,14,33,9,2,1,0,0,0,0]), ('ListServices', [0,1,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0]), ('RemoveService', [0,0,3,18,15,29,13,5,1,4,1,0,0,0,0,0,0]), ('SetService', [6,90,59,51,63,165,70,32,5,12,8,2,0,0,0,0,0]), ]), PlotName.EXP2_COMP_CONTEXT_SLICE_RPCS: ( 'Context RPCs', '0.001-7.5', [ ('GetSlice', [30,75,48,24,32,118,56,34,12,19,8,2,0,0,0,0,0]), ('ListSlices', [0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0]), ('RemoveSlice', [0,0,2,10,8,14,8,2,1,2,0,0,0,0,0,0,0]), ('SetSlice', [6,29,22,18,21,70,25,12,11,13,1,0,0,0,0,0,0]), ('UnsetSlice', [0,12,12,8,1,3,6,3,1,2,0,0,0,0,0,0,0]), ]), PlotName.EXP2_COMP_CONTEXT_TOPOLOGY_RPCS: ( 'Context RPCs', '0.001-7.5', [ ('GetTopology', [72,11,0,0,0,2,6,1,0,1,1,0,0,0,0,0,0]), ('ListTopologies', [0,0,0,0,5,38,25,10,6,10,0,0,0,0,0,0,0]), ('ListTopologyIds', [1,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0]), ]), PlotName.EXP2_COMP_CONTEXT_CONNECTION_RPCS: ( 'Context RPCs', '0.001-7.5', [ ('ListConnections', [13,21,5,19,23,145,46,27,10,15,4,2,0,1,0,0,0]), ('ListContextIds', [1,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0]), ('RemoveConnection', [0,0,17,17,12,23,11,2,2,6,0,0,0,0,0,0,0]), ('SetConnection', [0,0,17,26,9,18,4,7,2,5,4,2,0,0,0,0,0]), ]), PlotName.EXP2_COMP_DEVICE_RPCS: ( 'Device RPCs', '0.001-7.5', [ ('AddDevice', [0,0,0,0,0,0,0,1,2,4,0,0,0,0,0,0,0]), ('ConfigureDevice', [0,0,0,0,0,0,0,0,2,140,367,243,127,143,19,9,5]), ]), PlotName.EXP2_COMP_SERVICE_RPCS: ( 'Service RPCs', '0.001-7.5', [ ('CreateService', [0,0,0,9,11,32,13,10,4,7,3,2,1,0,0,0,0]), ('UpdateService', [0,0,0,0,0,0,0,0,0,0,0,0,0,19,41,15,18]), ('DeleteService', [0,0,0,0,0,0,0,0,0,0,0,0,1,23,45,21,6]), ]), PlotName.EXP2_COMP_SLICE_RPCS: ( 'Slice RPCs', '0.001-7.5', [ ('CreateSlice', [0,0,0,0,0,4,5,4,10,11,6,2,1,0,0,0,0]), ('UpdateSlice', [0,0,0,0,0,0,0,0,0,0,0,0,0,6,20,10,10]), ('DeleteSice', [0,0,0,0,0,0,0,0,0,0,0,0,0,9,21,15,2]), ]), PlotName.EXP2_COMP_PATHCOMP_RPCS: ( 'PathComp RPCs', '0.001-7.5', [ ('Compute', [0,0,0,0,0,0,0,0,0,0,13,43,22,14,0,0,0]), ]), PlotName.EXP2_COMP_DLT_RPCS: ( 'DLT RPCs', '0.001-7.5', [ ('RecordDevice', [0,0,0,0,0,0,0,1,4,5,6,6,0,26,71,94,306]), ('RecordLink', [0,0,0,0,0,0,0,0,0,0,0,0,0,16,0,0,0]), ('RecordService', [0,0,0,0,0,0,0,0,0,0,0,0,0,5,15,30,184]), ('RecordSlice', [0,0,0,0,0,0,0,0,2,3,1,2,1,6,19,23,82]), ]), } BINS_RANGES = { '0.0001-100' : [0, 0.0001, 0.00025, 0.0005, 0.00075, 0.001, 0.0025, 0.005, 0.0075, 0.01, 0.025, 0.05, 0.075, 0.1, 0.25, 0.5, 0.75, 1, 2.5, 5, 7.5, 10, 25, 50, 75, 100, 200], '0.0001-1' : [0, 0.0001, 0.00025, 0.0005, 0.00075, 0.001, 0.0025, 0.005, 0.0075, 0.01, 0.025, 0.05, 0.075, 0.1, 0.25, 0.5, 0.75, 1], '0.0001-0.25' : [0, 0.0001, 0.00025, 0.0005, 0.00075, 0.001, 0.0025, 0.005, 0.0075, 0.01, 0.025, 0.05, 0.075, 0.1, 0.25], '0.001-100' : [0, 0.001, 0.0025, 0.005, 0.0075, 0.01, 0.025, 0.05, 0.075, 0.1, 0.25, 0.5, 0.75, 1, 2.5, 5, 7.5, 10, 25, 50, 75, 100, 200], '0.001-7.5' : [0, 0.001, 0.0025, 0.005, 0.0075, 0.01, 0.025, 0.05, 0.075, 0.1, 0.25, 0.5, 0.75, 1, 2.5, 5, 7.5, 10], '0.01-5' : [0, 0.1, 0.25, 0.5, 0.75, 1, 2.5, 5], } # plot the cumulative histogram fig, ax = plt.subplots(figsize=(8, 8)) bins = PLOTS[plot_name][1] if isinstance(bins, str): bins = BINS_RANGES[PLOTS[plot_name][1]] bins = np.array(bins).astype(float) for label, counts in PLOTS[plot_name][2]: counts = np.array(counts).astype(float) assert len(bins) == len(counts) + 1 centroids = (bins[1:] + bins[:-1]) / 2 ax.hist(centroids, bins=bins, weights=counts, range=(min(bins), max(bins)), density=True, histtype='step', cumulative=True, label=label) ax.grid(True) ax.legend(loc='best') ax.set_title(PLOTS[plot_name][0]) ax.set_xlabel('seconds') ax.set_ylabel('Likelihood of occurrence') plt.xscale('log') plt.savefig('{:s}.png'.format(plot_name.value), dpi = (600)) plt.show()