csit.infra.dash/app/pal/report/layout.py

   1 # Copyright (c) 2022 Cisco and/or its affiliates.
   2 # Licensed under the Apache License, Version 2.0 (the "License");
   3 # you may not use this file except in compliance with the License.
   4 # You may obtain a copy of the License at:
   5 #
   6 #     http://www.apache.org/licenses/LICENSE-2.0
   7 #
   8 # Unless required by applicable law or agreed to in writing, software
   9 # distributed under the License is distributed on an "AS IS" BASIS,
  10 # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
  11 # See the License for the specific language governing permissions and
  12 # limitations under the License.
  13
  14 """Plotly Dash HTML layout override.
  15 """
  16
  17 import logging
  18 import pandas as pd
  19 import dash_bootstrap_components as dbc
  20
  21 from flask import Flask
  22 from dash import dcc
  23 from dash import html
  24 from dash import callback_context, no_update, ALL
  25 from dash import Input, Output, State
  26 from dash.exceptions import PreventUpdate
  27 from yaml import load, FullLoader, YAMLError
  28 from copy import deepcopy
  29 from ast import literal_eval
  30
  31 from ..utils.constants import Constants as C
  32 from ..utils.utils import show_tooltip, label, sync_checklists, list_tests, \
  33     gen_new_url, generate_options
  34 from ..utils.url_processing import url_decode
  35 from ..data.data import Data
  36 from .graphs import graph_iterative, table_comparison, get_short_version, \
  37     select_iterative_data
  38
  39
  40 class Layout:
  41     """The layout of the dash app and the callbacks.
  42     """
  43
  44     def __init__(self, app: Flask, releases: list, html_layout_file: str,
  45         graph_layout_file: str, data_spec_file: str, tooltip_file: str) -> None:
  46         """Initialization:
  47         - save the input parameters,
  48         - read and pre-process the data,
  49         - prepare data for the control panel,
  50         - read HTML layout file,
  51         - read tooltips from the tooltip file.
  52
  53         :param app: Flask application running the dash application.
  54         :param releases: Lis of releases to be displayed.
  55         :param html_layout_file: Path and name of the file specifying the HTML
  56             layout of the dash application.
  57         :param graph_layout_file: Path and name of the file with layout of
  58             plot.ly graphs.
  59         :param data_spec_file: Path and name of the file specifying the data to
  60             be read from parquets for this application.
  61         :param tooltip_file: Path and name of the yaml file specifying the
  62             tooltips.
  63         :type app: Flask
  64         :type releases: list
  65         :type html_layout_file: str
  66         :type graph_layout_file: str
  67         :type data_spec_file: str
  68         :type tooltip_file: str
  69         """
  70
  71         # Inputs
  72         self._app = app
  73         self.releases = releases
  74         self._html_layout_file = html_layout_file
  75         self._graph_layout_file = graph_layout_file
  76         self._data_spec_file = data_spec_file
  77         self._tooltip_file = tooltip_file
  78
  79         # Read the data:
  80         self._data = pd.DataFrame()
  81         for rls in releases:
  82             data_mrr = Data(self._data_spec_file, True).\
  83                 read_iterative_mrr(release=rls.replace("csit", "rls"))
  84             data_mrr["release"] = rls
  85             data_ndrpdr = Data(self._data_spec_file, True).\
  86                 read_iterative_ndrpdr(release=rls.replace("csit", "rls"))
  87             data_ndrpdr["release"] = rls
  88             self._data = pd.concat(
  89                 [self._data, data_mrr, data_ndrpdr], ignore_index=True)
  90
  91         # Get structure of tests:
  92         tbs = dict()
  93         cols = ["job", "test_id", "test_type", "dut_version", "release"]
  94         for _, row in self._data[cols].drop_duplicates().iterrows():
  95             rls = row["release"]
  96             ttype = row["test_type"]
  97             lst_job = row["job"].split("-")
  98             dut = lst_job[1]
  99             d_ver = get_short_version(row["dut_version"], dut)
 100             tbed = "-".join(lst_job[-2:])
 101             lst_test_id = row["test_id"].split(".")
 102             if dut == "dpdk":
 103                 area = "dpdk"
 104             else:
 105                 area = "-".join(lst_test_id[3:-2])
 106             suite = lst_test_id[-2].replace("2n1l-", "").replace("1n1l-", "").\
 107                 replace("2n-", "")
 108             test = lst_test_id[-1]
 109             nic = suite.split("-")[0]
 110             for drv in C.DRIVERS:
 111                 if drv in test:
 112                     driver = drv.replace("-", "_")
 113                     test = test.replace(f"{drv}-", "")
 114                     break
 115             else:
 116                 driver = "dpdk"
 117             infra = "-".join((tbed, nic, driver))
 118             lst_test = test.split("-")
 119             framesize = lst_test[0]
 120             core = lst_test[1] if lst_test[1] else "8C"
 121             test = "-".join(lst_test[2: -1])
 122
 123             if tbs.get(rls, None) is None:
 124                 tbs[rls] = dict()
 125             if tbs[rls].get(dut, None) is None:
 126                 tbs[rls][dut] = dict()
 127             if tbs[rls][dut].get(d_ver, None) is None:
 128                 tbs[rls][dut][d_ver] = dict()
 129             if tbs[rls][dut][d_ver].get(infra, None) is None:
 130                 tbs[rls][dut][d_ver][infra] = dict()
 131             if tbs[rls][dut][d_ver][infra].get(area, None) is None:
 132                 tbs[rls][dut][d_ver][infra][area] = dict()
 133             if tbs[rls][dut][d_ver][infra][area].get(test, None) is None:
 134                 tbs[rls][dut][d_ver][infra][area][test] = dict()
 135                 tbs[rls][dut][d_ver][infra][area][test]["core"] = list()
 136                 tbs[rls][dut][d_ver][infra][area][test]["frame-size"] = list()
 137                 tbs[rls][dut][d_ver][infra][area][test]["test-type"] = list()
 138             if core.upper() not in \
 139                     tbs[rls][dut][d_ver][infra][area][test]["core"]:
 140                 tbs[rls][dut][d_ver][infra][area][test]["core"].append(
 141                     core.upper())
 142             if framesize.upper() not in \
 143                         tbs[rls][dut][d_ver][infra][area][test]["frame-size"]:
 144                 tbs[rls][dut][d_ver][infra][area][test]["frame-size"].append(
 145                     framesize.upper())
 146             if ttype == "mrr":
 147                 if "MRR" not in \
 148                         tbs[rls][dut][d_ver][infra][area][test]["test-type"]:
 149                     tbs[rls][dut][d_ver][infra][area][test]["test-type"].append(
 150                         "MRR")
 151             elif ttype == "ndrpdr":
 152                 if "NDR" not in \
 153                         tbs[rls][dut][d_ver][infra][area][test]["test-type"]:
 154                     tbs[rls][dut][d_ver][infra][area][test]["test-type"].extend(
 155                         ("NDR", "PDR", ))
 156         self._spec_tbs = tbs
 157
 158         # Read from files:
 159         self._html_layout = ""
 160         self._graph_layout = None
 161         self._tooltips = dict()
 162
 163         try:
 164             with open(self._html_layout_file, "r") as file_read:
 165                 self._html_layout = file_read.read()
 166         except IOError as err:
 167             raise RuntimeError(
 168                 f"Not possible to open the file {self._html_layout_file}\n{err}"
 169             )
 170
 171         try:
 172             with open(self._graph_layout_file, "r") as file_read:
 173                 self._graph_layout = load(file_read, Loader=FullLoader)
 174         except IOError as err:
 175             raise RuntimeError(
 176                 f"Not possible to open the file {self._graph_layout_file}\n"
 177                 f"{err}"
 178             )
 179         except YAMLError as err:
 180             raise RuntimeError(
 181                 f"An error occurred while parsing the specification file "
 182                 f"{self._graph_layout_file}\n{err}"
 183             )
 184
 185         try:
 186             with open(self._tooltip_file, "r") as file_read:
 187                 self._tooltips = load(file_read, Loader=FullLoader)
 188         except IOError as err:
 189             logging.warning(
 190                 f"Not possible to open the file {self._tooltip_file}\n{err}"
 191             )
 192         except YAMLError as err:
 193             logging.warning(
 194                 f"An error occurred while parsing the specification file "
 195                 f"{self._tooltip_file}\n{err}"
 196             )
 197
 198         # Callbacks:
 199         if self._app is not None and hasattr(self, 'callbacks'):
 200             self.callbacks(self._app)
 201
 202     @property
 203     def html_layout(self):
 204         return self._html_layout
 205
 206     @property
 207     def spec_tbs(self):
 208         return self._spec_tbs
 209
 210     @property
 211     def data(self):
 212         return self._data
 213
 214     @property
 215     def layout(self):
 216         return self._graph_layout
 217
 218     def add_content(self):
 219         """Top level method which generated the web page.
 220
 221         It generates:
 222         - Store for user input data,
 223         - Navigation bar,
 224         - Main area with control panel and ploting area.
 225
 226         If no HTML layout is provided, an error message is displayed instead.
 227
 228         :returns: The HTML div with the whole page.
 229         :rtype: html.Div
 230         """
 231
 232         if self.html_layout and self.spec_tbs:
 233             return html.Div(
 234                 id="div-main",
 235                 className="small",
 236                 children=[
 237                     dbc.Row(
 238                         id="row-navbar",
 239                         class_name="g-0",
 240                         children=[
 241                             self._add_navbar(),
 242                         ]
 243                     ),
 244                     dcc.Loading(
 245                         dbc.Offcanvas(
 246                             class_name="w-50",
 247                             id="offcanvas-metadata",
 248                             title="Throughput And Latency",
 249                             placement="end",
 250                             is_open=False,
 251                             children=[
 252                                 dbc.Row(id="metadata-tput-lat"),
 253                                 dbc.Row(id="metadata-hdrh-graph"),
 254                             ]
 255                         )
 256                     ),
 257                     dbc.Row(
 258                         id="row-main",
 259                         class_name="g-0",
 260                         children=[
 261                             dcc.Store(id="selected-tests"),
 262                             dcc.Store(id="control-panel"),
 263                             dcc.Location(id="url", refresh=False),
 264                             self._add_ctrl_col(),
 265                             self._add_plotting_col(),
 266                         ]
 267                     )
 268                 ]
 269             )
 270         else:
 271             return html.Div(
 272                 id="div-main-error",
 273                 children=[
 274                     dbc.Alert(
 275                         [
 276                             "An Error Occured",
 277                         ],
 278                         color="danger",
 279                     ),
 280                 ]
 281             )
 282
 283     def _add_navbar(self):
 284         """Add nav element with navigation panel. It is placed on the top.
 285
 286         :returns: Navigation bar.
 287         :rtype: dbc.NavbarSimple
 288         """
 289         return dbc.NavbarSimple(
 290             id="navbarsimple-main",
 291             children=[
 292                 dbc.NavItem(
 293                     dbc.NavLink(
 294                         "Iterative Test Runs",
 295                         disabled=True,
 296                         external_link=True,
 297                         href="#"
 298                     )
 299                 )
 300             ],
 301             brand=C.BRAND,
 302             brand_href="/",
 303             brand_external_link=True,
 304             class_name="p-2",
 305             fluid=True,
 306         )
 307
 308     def _add_ctrl_col(self) -> dbc.Col:
 309         """Add column with controls. It is placed on the left side.
 310
 311         :returns: Column with the control panel.
 312         :rtype: dbc.Col
 313         """
 314         return dbc.Col([
 315             html.Div(
 316                 children=self._add_ctrl_panel(),
 317                 className="sticky-top"
 318             )
 319         ])
 320
 321     def _add_plotting_col(self) -> dbc.Col:
 322         """Add column with plots and tables. It is placed on the right side.
 323
 324         :returns: Column with tables.
 325         :rtype: dbc.Col
 326         """
 327         return dbc.Col(
 328             id="col-plotting-area",
 329             children=[
 330                 dcc.Loading(
 331                     children=[
 332                         dbc.Row(  # Graphs
 333                             class_name="g-0 p-2",
 334                             children=[
 335                                 dbc.Col(
 336                                     dbc.Row(  # Throughput
 337                                         id="row-graph-tput",
 338                                         class_name="g-0 p-2",
 339                                         children=[C.PLACEHOLDER, ]
 340                                     ),
 341                                     width=6
 342                                 ),
 343                                 dbc.Col(
 344                                     dbc.Row(  # Latency
 345                                         id="row-graph-lat",
 346                                         class_name="g-0 p-2",
 347                                         children=[C.PLACEHOLDER, ]
 348                                     ),
 349                                     width=6
 350                                 )
 351                             ]
 352                         ),
 353                         dbc.Row(  # Tables
 354                             id="row-table",
 355                             class_name="g-0 p-2",
 356                             children=[C.PLACEHOLDER, ]
 357                         ),
 358                         dbc.Row(  # Download
 359                             id="row-btn-download",
 360                             class_name="g-0 p-2",
 361                             children=[C.PLACEHOLDER, ]
 362                         )
 363                     ]
 364                 )
 365             ],
 366             width=9
 367         )
 368
 369     def _add_ctrl_panel(self) -> dbc.Row:
 370         """Add control panel.
 371
 372         :returns: Control panel.
 373         :rtype: dbc.Row
 374         """
 375         return [
 376             dbc.Row(
 377                 class_name="g-0 p-1",
 378                 children=[
 379                     dbc.InputGroup(
 380                         [
 381                             dbc.InputGroupText(
 382                                 children=show_tooltip(self._tooltips,
 383                                     "help-release", "CSIT Release")
 384                             ),
 385                             dbc.Select(
 386                                 id="dd-ctrl-rls",
 387                                 placeholder=("Select a Release..."),
 388                                 options=sorted(
 389                                     [
 390                                         {"label": k, "value": k} \
 391                                             for k in self.spec_tbs.keys()
 392                                     ],
 393                                     key=lambda d: d["label"]
 394                                 )
 395                             )
 396                         ],
 397                         size="sm",
 398                     ),
 399                 ]
 400             ),
 401             dbc.Row(
 402                 class_name="g-0 p-1",
 403                 children=[
 404                     dbc.InputGroup(
 405                         [
 406                             dbc.InputGroupText(
 407                                 children=show_tooltip(self._tooltips,
 408                                     "help-dut", "DUT")
 409                             ),
 410                             dbc.Select(
 411                                 id="dd-ctrl-dut",
 412                                 placeholder=(
 413                                     "Select a Device under Test..."
 414                                 )
 415                             )
 416                         ],
 417                         size="sm",
 418                     ),
 419                 ]
 420             ),
 421             dbc.Row(
 422                 class_name="g-0 p-1",
 423                 children=[
 424                     dbc.InputGroup(
 425                         [
 426                             dbc.InputGroupText(
 427                                 children=show_tooltip(self._tooltips,
 428                                     "help-dut-ver", "DUT Version")
 429                             ),
 430                             dbc.Select(
 431                                 id="dd-ctrl-dutver",
 432                                 placeholder=(
 433                                     "Select a Version of "
 434                                     "Device under Test..."
 435                                 )
 436                             )
 437                         ],
 438                         size="sm",
 439                     ),
 440                 ]
 441             ),
 442             dbc.Row(
 443                 class_name="g-0 p-1",
 444                 children=[
 445                     dbc.InputGroup(
 446                         [
 447                             dbc.InputGroupText(
 448                                 children=show_tooltip(self._tooltips,
 449                                     "help-infra", "Infra")
 450                             ),
 451                             dbc.Select(
 452                                 id="dd-ctrl-phy",
 453                                 placeholder=(
 454                                     "Select a Physical Test Bed "
 455                                     "Topology..."
 456                                 )
 457                             )
 458                         ],
 459                         size="sm",
 460                     ),
 461                 ]
 462             ),
 463             dbc.Row(
 464                 class_name="g-0 p-1",
 465                 children=[
 466                     dbc.InputGroup(
 467                         [
 468                             dbc.InputGroupText(
 469                                 children=show_tooltip(self._tooltips,
 470                                     "help-area", "Area")
 471                             ),
 472                             dbc.Select(
 473                                 id="dd-ctrl-area",
 474                                 placeholder="Select an Area...",
 475                                 disabled=True,
 476                             ),
 477                         ],
 478                         size="sm",
 479                     ),
 480                 ]
 481             ),
 482             dbc.Row(
 483                 class_name="g-0 p-1",
 484                 children=[
 485                     dbc.InputGroup(
 486                         [
 487                             dbc.InputGroupText(
 488                                 children=show_tooltip(self._tooltips,
 489                                     "help-test", "Test")
 490                             ),
 491                             dbc.Select(
 492                                 id="dd-ctrl-test",
 493                                 placeholder="Select a Test...",
 494                                 disabled=True,
 495                             ),
 496                         ],
 497                         size="sm",
 498                     ),
 499                 ]
 500             ),
 501             dbc.Row(
 502                 class_name="g-0 p-1",
 503                 children=[
 504                     dbc.Label(
 505                         children=show_tooltip(self._tooltips,
 506                             "help-framesize", "Frame Size"),
 507                     ),
 508                     dbc.Col(
 509                         children=[
 510                             dbc.Checklist(
 511                                 id="cl-ctrl-framesize-all",
 512                                 options=C.CL_ALL_DISABLED,
 513                                 inline=True,
 514                                 switch=False
 515                             ),
 516                         ],
 517                         width=3
 518                     ),
 519                     dbc.Col(
 520                         children=[
 521                             dbc.Checklist(
 522                                 id="cl-ctrl-framesize",
 523                                 inline=True,
 524                                 switch=False
 525                             )
 526                         ]
 527                     )
 528                 ]
 529             ),
 530             dbc.Row(
 531                 class_name="g-0 p-1",
 532                 children=[
 533                     dbc.Label(
 534                         children=show_tooltip(self._tooltips,
 535                             "help-cores", "Number of Cores"),
 536                     ),
 537                     dbc.Col(
 538                         children=[
 539                             dbc.Checklist(
 540                                 id="cl-ctrl-core-all",
 541                                 options=C.CL_ALL_DISABLED,
 542                                 inline=False,
 543                                 switch=False
 544                             )
 545                         ],
 546                         width=3
 547                     ),
 548                     dbc.Col(
 549                         children=[
 550                             dbc.Checklist(
 551                                 id="cl-ctrl-core",
 552                                 inline=True,
 553                                 switch=False
 554                             )
 555                         ]
 556                     )
 557                 ]
 558             ),
 559             dbc.Row(
 560                 class_name="g-0 p-1",
 561                 children=[
 562                     dbc.Label(
 563                         children=show_tooltip(self._tooltips,
 564                             "help-ttype", "Test Type"),
 565                     ),
 566                     dbc.Col(
 567                         children=[
 568                             dbc.Checklist(
 569                                 id="cl-ctrl-testtype-all",
 570                                 options=C.CL_ALL_DISABLED,
 571                                 inline=True,
 572                                 switch=False
 573                             ),
 574                         ],
 575                         width=3
 576                     ),
 577                     dbc.Col(
 578                         children=[
 579                             dbc.Checklist(
 580                                 id="cl-ctrl-testtype",
 581                                 inline=True,
 582                                 switch=False
 583                             )
 584                         ]
 585                     )
 586                 ]
 587             ),
 588             dbc.Row(
 589                 class_name="g-0 p-1",
 590                 children=[
 591                     dbc.Label(
 592                         children=show_tooltip(self._tooltips,
 593                             "help-normalize", "Normalize"),
 594                     ),
 595                     dbc.Col(
 596                         children=[
 597                             dbc.Checklist(
 598                                 id="cl-ctrl-normalize",
 599                                 options=[{
 600                                     "value": "normalize",
 601                                     "label": (
 602                                         "Normalize results to CPU "
 603                                         "frequency 2GHz"
 604                                     )
 605                                 }],
 606                                 value=[],
 607                                 inline=True,
 608                                 switch=False
 609                             ),
 610                         ]
 611                     )
 612                 ]
 613             ),
 614             dbc.Row(
 615                 class_name="g-0 p-1",
 616                 children=[
 617                     dbc.ButtonGroup(
 618                         [
 619                             dbc.Button(
 620                                 id="btn-ctrl-add",
 621                                 children="Add Selected",
 622                                 color="info"
 623                             )
 624                         ]
 625                     )
 626                 ]
 627             ),
 628             dbc.Row(
 629                 id="row-card-sel-tests",
 630                 class_name="g-0 p-1",
 631                 style=C.STYLE_DISABLED,
 632                 children=[
 633                     dbc.Label("Selected tests"),
 634                     dbc.Checklist(
 635                         class_name="overflow-auto",
 636                         id="cl-selected",
 637                         options=[],
 638                         inline=False,
 639                         style={"max-height": "20em"},
 640                     )
 641                 ],
 642             ),
 643             dbc.Row(
 644                 id="row-btns-sel-tests",
 645                 class_name="g-0 p-1",
 646                 style=C.STYLE_DISABLED,
 647                 children=[
 648                     dbc.ButtonGroup(
 649                         children=[
 650                             dbc.Button(
 651                                 id="btn-sel-remove",
 652                                 children="Remove Selected",
 653                                 class_name="w-100",
 654                                 color="info",
 655                                 disabled=False
 656                             ),
 657                             dbc.Button(
 658                                 id="btn-sel-remove-all",
 659                                 children="Remove All",
 660                                 class_name="w-100",
 661                                 color="info",
 662                                 disabled=False
 663                             ),
 664                         ]
 665                     )
 666                 ]
 667             ),
 668         ]
 669
 670     class ControlPanel:
 671         """A class representing the control panel.
 672         """
 673
 674         def __init__(self, panel: dict) -> None:
 675             """Initialisation of the control pannel by default values. If
 676             particular values are provided (parameter "panel") they are set
 677             afterwards.
 678
 679             :param panel: Custom values to be set to the control panel.
 680             :param default: Default values to be set to the control panel.
 681             :type panel: dict
 682             :type defaults: dict
 683             """
 684
 685             # Defines also the order of keys
 686             self._defaults = {
 687                 "dd-rls-value": str(),
 688                 "dd-dut-options": list(),
 689                 "dd-dut-disabled": True,
 690                 "dd-dut-value": str(),
 691                 "dd-dutver-options": list(),
 692                 "dd-dutver-disabled": True,
 693                 "dd-dutver-value": str(),
 694                 "dd-phy-options": list(),
 695                 "dd-phy-disabled": True,
 696                 "dd-phy-value": str(),
 697                 "dd-area-options": list(),
 698                 "dd-area-disabled": True,
 699                 "dd-area-value": str(),
 700                 "dd-test-options": list(),
 701                 "dd-test-disabled": True,
 702                 "dd-test-value": str(),
 703                 "cl-core-options": list(),
 704                 "cl-core-value": list(),
 705                 "cl-core-all-value": list(),
 706                 "cl-core-all-options": C.CL_ALL_DISABLED,
 707                 "cl-framesize-options": list(),
 708                 "cl-framesize-value": list(),
 709                 "cl-framesize-all-value": list(),
 710                 "cl-framesize-all-options": C.CL_ALL_DISABLED,
 711                 "cl-testtype-options": list(),
 712                 "cl-testtype-value": list(),
 713                 "cl-testtype-all-value": list(),
 714                 "cl-testtype-all-options": C.CL_ALL_DISABLED,
 715                 "btn-add-disabled": True,
 716                 "cl-normalize-value": list(),
 717                 "cl-selected-options": list()
 718             }
 719
 720             self._panel = deepcopy(self._defaults)
 721             if panel:
 722                 for key in self._defaults:
 723                     self._panel[key] = panel[key]
 724
 725         @property
 726         def defaults(self) -> dict:
 727             return self._defaults
 728
 729         @property
 730         def panel(self) -> dict:
 731             return self._panel
 732
 733         def set(self, kwargs: dict) -> None:
 734             """Set the values of the Control panel.
 735
 736             :param kwargs: key - value pairs to be set.
 737             :type kwargs: dict
 738             :raises KeyError: If the key in kwargs is not present in the Control
 739                 panel.
 740             """
 741             for key, val in kwargs.items():
 742                 if key in self._panel:
 743                     self._panel[key] = val
 744                 else:
 745                     raise KeyError(f"The key {key} is not defined.")
 746
 747         def get(self, key: str) -> any:
 748             """Returns the value of a key from the Control panel.
 749
 750             :param key: The key which value should be returned.
 751             :type key: str
 752             :returns: The value of the key.
 753             :rtype: any
 754             :raises KeyError: If the key in kwargs is not present in the Control
 755                 panel.
 756             """
 757             return self._panel[key]
 758
 759         def values(self) -> tuple:
 760             """Returns the values from the Control panel as a list.
 761
 762             :returns: The values from the Control panel.
 763             :rtype: list
 764             """
 765             return tuple(self._panel.values())
 766
 767     def callbacks(self, app):
 768         """Callbacks for the whole application.
 769
 770         :param app: The application.
 771         :type app: Flask
 772         """
 773
 774         def _generate_plotting_area(figs: tuple, table: pd.DataFrame,
 775                 url: str) -> tuple:
 776             """Generate the plotting area with all its content.
 777
 778             :param figs: Figures to be placed in the plotting area.
 779             :param table: A table to be placed in the plotting area bellow the
 780                 figures.
 781             :param utl: The URL to be placed in the plotting area bellow the
 782                 tables.
 783             :type figs: tuple of plotly.graph_objects.Figure
 784             :type table: pandas.DataFrame
 785             :type url: str
 786             :returns: tuple of elements to be shown in the plotting area.
 787             :rtype: tuple
 788                 (dcc.Graph, dcc.Graph, dbc.Table, list(dbc.Col, dbc.Col))
 789             """
 790
 791             (fig_tput, fig_lat) = figs
 792
 793             row_fig_tput = C.PLACEHOLDER
 794             row_fig_lat = C.PLACEHOLDER
 795             row_table = C.PLACEHOLDER
 796             row_btn_dwnld = C.PLACEHOLDER
 797
 798             if fig_tput:
 799                 row_fig_tput = [
 800                     dcc.Graph(
 801                         id={"type": "graph", "index": "tput"},
 802                         figure=fig_tput
 803                     )
 804                 ]
 805                 row_btn_dwnld = [
 806                     dbc.Col(  # Download
 807                         width=2,
 808                         children=[
 809                             dcc.Loading(children=[
 810                                 dbc.Button(
 811                                     id="btn-download-data",
 812                                     children=show_tooltip(self._tooltips,
 813                                         "help-download", "Download Data"),
 814                                     class_name="me-1",
 815                                     color="info"
 816                                 ),
 817                                 dcc.Download(id="download-data")
 818                             ]),
 819                         ]
 820                     ),
 821                     dbc.Col(  # Show URL
 822                         width=10,
 823                         children=[
 824                             dbc.InputGroup(
 825                                 class_name="me-1",
 826                                 children=[
 827                                     dbc.InputGroupText(
 828                                         style=C.URL_STYLE,
 829                                         children=show_tooltip(self._tooltips,
 830                                             "help-url", "URL", "input-url")
 831                                     ),
 832                                     dbc.Input(
 833                                         id="input-url",
 834                                         readonly=True,
 835                                         type="url",
 836                                         style=C.URL_STYLE,
 837                                         value=url
 838                                     )
 839                                 ]
 840                             )
 841                         ]
 842                     )
 843                 ]
 844             if fig_lat:
 845                 row_fig_lat = [
 846                     dcc.Graph(
 847                         id={"type": "graph", "index": "lat"},
 848                         figure=fig_lat
 849                     )
 850                 ]
 851             if not table.empty:
 852                 row_table = [
 853                     dbc.Table.from_dataframe(
 854                         table,
 855                         id={"type": "table", "index": "compare"},
 856                         striped=True,
 857                         bordered=True,
 858                         hover=True
 859                     )
 860                 ]
 861
 862             return row_fig_tput, row_fig_lat, row_table, row_btn_dwnld
 863
 864         @app.callback(
 865             Output("control-panel", "data"),  # Store
 866             Output("selected-tests", "data"),  # Store
 867             Output("row-graph-tput", "children"),
 868             Output("row-graph-lat", "children"),
 869             Output("row-table", "children"),
 870             Output("row-btn-download", "children"),
 871             Output("row-card-sel-tests", "style"),
 872             Output("row-btns-sel-tests", "style"),
 873             Output("dd-ctrl-rls", "value"),
 874             Output("dd-ctrl-dut", "options"),
 875             Output("dd-ctrl-dut", "disabled"),
 876             Output("dd-ctrl-dut", "value"),
 877             Output("dd-ctrl-dutver", "options"),
 878             Output("dd-ctrl-dutver", "disabled"),
 879             Output("dd-ctrl-dutver", "value"),
 880             Output("dd-ctrl-phy", "options"),
 881             Output("dd-ctrl-phy", "disabled"),
 882             Output("dd-ctrl-phy", "value"),
 883             Output("dd-ctrl-area", "options"),
 884             Output("dd-ctrl-area", "disabled"),
 885             Output("dd-ctrl-area", "value"),
 886             Output("dd-ctrl-test", "options"),
 887             Output("dd-ctrl-test", "disabled"),
 888             Output("dd-ctrl-test", "value"),
 889             Output("cl-ctrl-core", "options"),
 890             Output("cl-ctrl-core", "value"),
 891             Output("cl-ctrl-core-all", "value"),
 892             Output("cl-ctrl-core-all", "options"),
 893             Output("cl-ctrl-framesize", "options"),
 894             Output("cl-ctrl-framesize", "value"),
 895             Output("cl-ctrl-framesize-all", "value"),
 896             Output("cl-ctrl-framesize-all", "options"),
 897             Output("cl-ctrl-testtype", "options"),
 898             Output("cl-ctrl-testtype", "value"),
 899             Output("cl-ctrl-testtype-all", "value"),
 900             Output("cl-ctrl-testtype-all", "options"),
 901             Output("btn-ctrl-add", "disabled"),
 902             Output("cl-ctrl-normalize", "value"),
 903             Output("cl-selected", "options"),  # User selection
 904             State("control-panel", "data"),  # Store
 905             State("selected-tests", "data"),  # Store
 906             State("cl-selected", "value"),  # User selection
 907             Input("dd-ctrl-rls", "value"),
 908             Input("dd-ctrl-dut", "value"),
 909             Input("dd-ctrl-dutver", "value"),
 910             Input("dd-ctrl-phy", "value"),
 911             Input("dd-ctrl-area", "value"),
 912             Input("dd-ctrl-test", "value"),
 913             Input("cl-ctrl-core", "value"),
 914             Input("cl-ctrl-core-all", "value"),
 915             Input("cl-ctrl-framesize", "value"),
 916             Input("cl-ctrl-framesize-all", "value"),
 917             Input("cl-ctrl-testtype", "value"),
 918             Input("cl-ctrl-testtype-all", "value"),
 919             Input("cl-ctrl-normalize", "value"),
 920             Input("btn-ctrl-add", "n_clicks"),
 921             Input("btn-sel-remove", "n_clicks"),
 922             Input("btn-sel-remove-all", "n_clicks"),
 923             Input("url", "href")
 924         )
 925         def _update_ctrl_panel(cp_data: dict, store_sel: list, list_sel: list,
 926             dd_rls: str, dd_dut: str, dd_dutver: str, dd_phy: str, dd_area: str,
 927             dd_test: str, cl_core: list, cl_core_all: list, cl_framesize: list,
 928             cl_framesize_all: list, cl_testtype: list, cl_testtype_all: list,
 929             cl_normalize: list, btn_add: int, btn_remove: int,
 930             btn_remove_all: int, href: str) -> tuple:
 931             """Update the application when the event is detected.
 932
 933             :param cp_data: Current status of the control panel stored in
 934                 browser.
 935             :param store_sel: List of tests selected by user stored in the
 936                 browser.
 937             :param list_sel: List of tests selected by the user shown in the
 938                 checklist.
 939             :param dd_rls: Input - Releases.
 940             :param dd_dut: Input - DUTs.
 941             :param dd_dutver: Input - Version of DUT.
 942             :param dd_phy: Input - topo- arch-nic-driver.
 943             :param dd_area: Input - Tested area.
 944             :param dd_test: Input - Test.
 945             :param cl_core: Input - Number of cores.
 946             :param cl_core_all: Input - All numbers of cores.
 947             :param cl_framesize: Input - Frame sizes.
 948             :param cl_framesize_all: Input - All frame sizes.
 949             :param cl_testtype: Input - Test type (NDR, PDR, MRR).
 950             :param cl_testtype_all: Input - All test types.
 951             :param cl_normalize: Input - Normalize the results.
 952             :param btn_add: Input - Button "Add Selected" tests.
 953             :param btn_remove: Input - Button "Remove selected" tests.
 954             :param btn_remove_all: Input - Button "Remove All" tests.
 955             :param href: Input - The URL provided by the browser.
 956             :type cp_data: dict
 957             :type store_sel: list
 958             :type list_sel: list
 959             :type dd_rls: str
 960             :type dd_dut: str
 961             :type dd_dutver: str
 962             :type dd_phy: str
 963             :type dd_area: str
 964             :type dd_test: str
 965             :type cl_core: list
 966             :type cl_core_all: list
 967             :type cl_framesize: list
 968             :type cl_framesize_all: list
 969             :type cl_testtype: list
 970             :type cl_testtype_all: list
 971             :type cl_normalize: list
 972             :type btn_add: int
 973             :type btn_remove: int
 974             :type btn_remove_all: int
 975             :type href: str
 976             :returns: New values for web page elements.
 977             :rtype: tuple
 978             """
 979
 980             ctrl_panel = self.ControlPanel(cp_data)
 981             norm = cl_normalize
 982
 983             # Parse the url:
 984             parsed_url = url_decode(href)
 985             if parsed_url:
 986                 url_params = parsed_url["params"]
 987             else:
 988                 url_params = None
 989
 990             row_fig_tput = no_update
 991             row_fig_lat = no_update
 992             row_table = no_update
 993             row_btn_dwnld = no_update
 994             row_card_sel_tests = no_update
 995             row_btns_sel_tests = no_update
 996
 997             trigger_id = callback_context.triggered[0]["prop_id"].split(".")[0]
 998
 999             if trigger_id == "dd-ctrl-rls":
1000                 try:
1001                     options = \
1002                         generate_options(sorted(self.spec_tbs[dd_rls].keys()))
1003                     disabled = False
1004                 except KeyError:
1005                     options = list()
1006                     disabled = True
1007                 ctrl_panel.set({
1008                     "dd-rls-value": dd_rls,
1009                     "dd-dut-value": str(),
1010                     "dd-dut-options": options,
1011                     "dd-dut-disabled": disabled,
1012                     "dd-dutver-value": str(),
1013                     "dd-dutver-options": list(),
1014                     "dd-dutver-disabled": True,
1015                     "dd-phy-value": str(),
1016                     "dd-phy-options": list(),
1017                     "dd-phy-disabled": True,
1018                     "dd-area-value": str(),
1019                     "dd-area-options": list(),
1020                     "dd-area-disabled": True,
1021                     "dd-test-value": str(),
1022                     "dd-test-options": list(),
1023                     "dd-test-disabled": True,
1024                     "cl-core-options": list(),
1025                     "cl-core-value": list(),
1026                     "cl-core-all-value": list(),
1027                     "cl-core-all-options": C.CL_ALL_DISABLED,
1028                     "cl-framesize-options": list(),
1029                     "cl-framesize-value": list(),
1030                     "cl-framesize-all-value": list(),
1031                     "cl-framesize-all-options": C.CL_ALL_DISABLED,
1032                     "cl-testtype-options": list(),
1033                     "cl-testtype-value": list(),
1034                     "cl-testtype-all-value": list(),
1035                     "cl-testtype-all-options": C.CL_ALL_DISABLED
1036                 })
1037             elif trigger_id == "dd-ctrl-dut":
1038                 try:
1039                     rls = ctrl_panel.get("dd-rls-value")
1040                     dut = self.spec_tbs[rls][dd_dut]
1041                     options = generate_options(sorted(dut.keys()))
1042                     disabled = False
1043                 except KeyError:
1044                     options = list()
1045                     disabled = True
1046                 ctrl_panel.set({
1047                     "dd-dut-value": dd_dut,
1048                     "dd-dutver-value": str(),
1049                     "dd-dutver-options": options,
1050                     "dd-dutver-disabled": disabled,
1051                     "dd-phy-value": str(),
1052                     "dd-phy-options": list(),
1053                     "dd-phy-disabled": True,
1054                     "dd-area-value": str(),
1055                     "dd-area-options": list(),
1056                     "dd-area-disabled": True,
1057                     "dd-test-value": str(),
1058                     "dd-test-options": list(),
1059                     "dd-test-disabled": True,
1060                     "cl-core-options": list(),
1061                     "cl-core-value": list(),
1062                     "cl-core-all-value": list(),
1063                     "cl-core-all-options": C.CL_ALL_DISABLED,
1064                     "cl-framesize-options": list(),
1065                     "cl-framesize-value": list(),
1066                     "cl-framesize-all-value": list(),
1067                     "cl-framesize-all-options": C.CL_ALL_DISABLED,
1068                     "cl-testtype-options": list(),
1069                     "cl-testtype-value": list(),
1070                     "cl-testtype-all-value": list(),
1071                     "cl-testtype-all-options": C.CL_ALL_DISABLED
1072                 })
1073             elif trigger_id == "dd-ctrl-dutver":
1074                 try:
1075                     rls = ctrl_panel.get("dd-rls-value")
1076                     dut = ctrl_panel.get("dd-dut-value")
1077                     dutver = self.spec_tbs[rls][dut][dd_dutver]
1078                     options = generate_options(sorted(dutver.keys()))
1079                     disabled = False
1080                 except KeyError:
1081                     options = list()
1082                     disabled = True
1083                 ctrl_panel.set({
1084                     "dd-dutver-value": dd_dutver,
1085                     "dd-phy-value": str(),
1086                     "dd-phy-options": options,
1087                     "dd-phy-disabled": disabled,
1088                     "dd-area-value": str(),
1089                     "dd-area-options": list(),
1090                     "dd-area-disabled": True,
1091                     "dd-test-value": str(),
1092                     "dd-test-options": list(),
1093                     "dd-test-disabled": True,
1094                     "cl-core-options": list(),
1095                     "cl-core-value": list(),
1096                     "cl-core-all-value": list(),
1097                     "cl-core-all-options": C.CL_ALL_DISABLED,
1098                     "cl-framesize-options": list(),
1099                     "cl-framesize-value": list(),
1100                     "cl-framesize-all-value": list(),
1101                     "cl-framesize-all-options": C.CL_ALL_DISABLED,
1102                     "cl-testtype-options": list(),
1103                     "cl-testtype-value": list(),
1104                     "cl-testtype-all-value": list(),
1105                     "cl-testtype-all-options": C.CL_ALL_DISABLED
1106                 })
1107             elif trigger_id == "dd-ctrl-phy":
1108                 try:
1109                     rls = ctrl_panel.get("dd-rls-value")
1110                     dut = ctrl_panel.get("dd-dut-value")
1111                     dutver = ctrl_panel.get("dd-dutver-value")
1112                     phy = self.spec_tbs[rls][dut][dutver][dd_phy]
1113                     options = [{"label": label(v), "value": v} \
1114                         for v in sorted(phy.keys())]
1115                     disabled = False
1116                 except KeyError:
1117                     options = list()
1118                     disabled = True
1119                 ctrl_panel.set({
1120                     "dd-phy-value": dd_phy,
1121                     "dd-area-value": str(),
1122                     "dd-area-options": options,
1123                     "dd-area-disabled": disabled,
1124                     "dd-test-value": str(),
1125                     "dd-test-options": list(),
1126                     "dd-test-disabled": True,
1127                     "cl-core-options": list(),
1128                     "cl-core-value": list(),
1129                     "cl-core-all-value": list(),
1130                     "cl-core-all-options": C.CL_ALL_DISABLED,
1131                     "cl-framesize-options": list(),
1132                     "cl-framesize-value": list(),
1133                     "cl-framesize-all-value": list(),
1134                     "cl-framesize-all-options": C.CL_ALL_DISABLED,
1135                     "cl-testtype-options": list(),
1136                     "cl-testtype-value": list(),
1137                     "cl-testtype-all-value": list(),
1138                     "cl-testtype-all-options": C.CL_ALL_DISABLED
1139                 })
1140             elif trigger_id == "dd-ctrl-area":
1141                 try:
1142                     rls = ctrl_panel.get("dd-rls-value")
1143                     dut = ctrl_panel.get("dd-dut-value")
1144                     dutver = ctrl_panel.get("dd-dutver-value")
1145                     phy = ctrl_panel.get("dd-phy-value")
1146                     area = self.spec_tbs[rls][dut][dutver][phy][dd_area]
1147                     options = generate_options(sorted(area.keys()))
1148                     disabled = False
1149                 except KeyError:
1150                     options = list()
1151                     disabled = True
1152                 ctrl_panel.set({
1153                     "dd-area-value": dd_area,
1154                     "dd-test-value": str(),
1155                     "dd-test-options": options,
1156                     "dd-test-disabled": disabled,
1157                     "cl-core-options": list(),
1158                     "cl-core-value": list(),
1159                     "cl-core-all-value": list(),
1160                     "cl-core-all-options": C.CL_ALL_DISABLED,
1161                     "cl-framesize-options": list(),
1162                     "cl-framesize-value": list(),
1163                     "cl-framesize-all-value": list(),
1164                     "cl-framesize-all-options": C.CL_ALL_DISABLED,
1165                     "cl-testtype-options": list(),
1166                     "cl-testtype-value": list(),
1167                     "cl-testtype-all-value": list(),
1168                     "cl-testtype-all-options": C.CL_ALL_DISABLED
1169                 })
1170             elif trigger_id == "dd-ctrl-test":
1171                 rls = ctrl_panel.get("dd-rls-value")
1172                 dut = ctrl_panel.get("dd-dut-value")
1173                 dutver = ctrl_panel.get("dd-dutver-value")
1174                 phy = ctrl_panel.get("dd-phy-value")
1175                 area = ctrl_panel.get("dd-area-value")
1176                 if all((rls, dut, dutver, phy, area, dd_test, )):
1177                     test = self.spec_tbs[rls][dut][dutver][phy][area][dd_test]
1178                     ctrl_panel.set({
1179                         "dd-test-value": dd_test,
1180                         "cl-core-options": \
1181                             generate_options(sorted(test["core"])),
1182                         "cl-core-value": list(),
1183                         "cl-core-all-value": list(),
1184                         "cl-core-all-options": C.CL_ALL_ENABLED,
1185                         "cl-framesize-options": \
1186                             generate_options(sorted(test["frame-size"])),
1187                         "cl-framesize-value": list(),
1188                         "cl-framesize-all-value": list(),
1189                         "cl-framesize-all-options": C.CL_ALL_ENABLED,
1190                         "cl-testtype-options": \
1191                             generate_options(sorted(test["test-type"])),
1192                         "cl-testtype-value": list(),
1193                         "cl-testtype-all-value": list(),
1194                         "cl-testtype-all-options": C.CL_ALL_ENABLED,
1195                     })
1196             elif trigger_id == "cl-ctrl-core":
1197                 val_sel, val_all = sync_checklists(
1198                     options=ctrl_panel.get("cl-core-options"),
1199                     sel=cl_core,
1200                     all=list(),
1201                     id=""
1202                 )
1203                 ctrl_panel.set({
1204                     "cl-core-value": val_sel,
1205                     "cl-core-all-value": val_all,
1206                 })
1207             elif trigger_id == "cl-ctrl-core-all":
1208                 val_sel, val_all = sync_checklists(
1209                     options = ctrl_panel.get("cl-core-options"),
1210                     sel=list(),
1211                     all=cl_core_all,
1212                     id="all"
1213                 )
1214                 ctrl_panel.set({
1215                     "cl-core-value": val_sel,
1216                     "cl-core-all-value": val_all,
1217                 })
1218             elif trigger_id == "cl-ctrl-framesize":
1219                 val_sel, val_all = sync_checklists(
1220                     options = ctrl_panel.get("cl-framesize-options"),
1221                     sel=cl_framesize,
1222                     all=list(),
1223                     id=""
1224                 )
1225                 ctrl_panel.set({
1226                     "cl-framesize-value": val_sel,
1227                     "cl-framesize-all-value": val_all,
1228                 })
1229             elif trigger_id == "cl-ctrl-framesize-all":
1230                 val_sel, val_all = sync_checklists(
1231                     options = ctrl_panel.get("cl-framesize-options"),
1232                     sel=list(),
1233                     all=cl_framesize_all,
1234                     id="all"
1235                 )
1236                 ctrl_panel.set({
1237                     "cl-framesize-value": val_sel,
1238                     "cl-framesize-all-value": val_all,
1239                 })
1240             elif trigger_id == "cl-ctrl-testtype":
1241                 val_sel, val_all = sync_checklists(
1242                     options = ctrl_panel.get("cl-testtype-options"),
1243                     sel=cl_testtype,
1244                     all=list(),
1245                     id=""
1246                 )
1247                 ctrl_panel.set({
1248                     "cl-testtype-value": val_sel,
1249                     "cl-testtype-all-value": val_all,
1250                 })
1251             elif trigger_id == "cl-ctrl-testtype-all":
1252                 val_sel, val_all = sync_checklists(
1253                     options = ctrl_panel.get("cl-testtype-options"),
1254                     sel=list(),
1255                     all=cl_testtype_all,
1256                     id="all"
1257                 )
1258                 ctrl_panel.set({
1259                     "cl-testtype-value": val_sel,
1260                     "cl-testtype-all-value": val_all,
1261                 })
1262             elif trigger_id == "btn-ctrl-add":
1263                 _ = btn_add
1264                 rls = ctrl_panel.get("dd-rls-value")
1265                 dut = ctrl_panel.get("dd-dut-value")
1266                 dutver = ctrl_panel.get("dd-dutver-value")
1267                 phy = ctrl_panel.get("dd-phy-value")
1268                 area = ctrl_panel.get("dd-area-value")
1269                 test = ctrl_panel.get("dd-test-value")
1270                 cores = ctrl_panel.get("cl-core-value")
1271                 framesizes = ctrl_panel.get("cl-framesize-value")
1272                 testtypes = ctrl_panel.get("cl-testtype-value")
1273                 # Add selected test to the list of tests in store:
1274                 if all((rls, dut, dutver, phy, area, test, cores, framesizes,
1275                         testtypes)):
1276                     if store_sel is None:
1277                         store_sel = list()
1278                     for core in cores:
1279                         for framesize in framesizes:
1280                             for ttype in testtypes:
1281                                 if dut == "trex":
1282                                     core = str()
1283                                 tid = "-".join((rls, dut, dutver,
1284                                     phy.replace('af_xdp', 'af-xdp'), area,
1285                                     framesize.lower(), core.lower(), test,
1286                                     ttype.lower()))
1287                                 if tid not in [itm["id"] for itm in store_sel]:
1288                                     store_sel.append({
1289                                         "id": tid,
1290                                         "rls": rls,
1291                                         "dut": dut,
1292                                         "dutver": dutver,
1293                                         "phy": phy,
1294                                         "area": area,
1295                                         "test": test,
1296                                         "framesize": framesize.lower(),
1297                                         "core": core.lower(),
1298                                         "testtype": ttype.lower()
1299                                     })
1300                     store_sel = sorted(store_sel, key=lambda d: d["id"])
1301                     row_card_sel_tests = C.STYLE_ENABLED
1302                     row_btns_sel_tests = C.STYLE_ENABLED
1303                     if C.CLEAR_ALL_INPUTS:
1304                         ctrl_panel.set(ctrl_panel.defaults)
1305                     ctrl_panel.set({
1306                         "cl-selected-options": list_tests(store_sel)
1307                     })
1308             elif trigger_id == "btn-sel-remove-all":
1309                 _ = btn_remove_all
1310                 row_fig_tput = C.PLACEHOLDER
1311                 row_fig_lat = C.PLACEHOLDER
1312                 row_table = C.PLACEHOLDER
1313                 row_btn_dwnld = C.PLACEHOLDER
1314                 row_card_sel_tests = C.STYLE_DISABLED
1315                 row_btns_sel_tests = C.STYLE_DISABLED
1316                 store_sel = list()
1317                 ctrl_panel.set({"cl-selected-options": list()})
1318             elif trigger_id == "btn-sel-remove":
1319                 _ = btn_remove
1320                 if list_sel:
1321                     new_store_sel = list()
1322                     for item in store_sel:
1323                         if item["id"] not in list_sel:
1324                             new_store_sel.append(item)
1325                     store_sel = new_store_sel
1326             elif trigger_id == "url":
1327                 if url_params:
1328                     try:
1329                         store_sel = literal_eval(url_params["store_sel"][0])
1330                         norm = literal_eval(url_params["norm"][0])
1331                     except (KeyError, IndexError):
1332                         pass
1333                     if store_sel:
1334                         row_card_sel_tests = C.STYLE_ENABLED
1335                         row_btns_sel_tests = C.STYLE_ENABLED
1336                         last_test = store_sel[-1]
1337                         test = self.spec_tbs[last_test["rls"]]\
1338                             [last_test["dut"]][last_test["dutver"]]\
1339                                 [last_test["phy"]][last_test["area"]]\
1340                                     [last_test["test"]]
1341                         ctrl_panel.set({
1342                             "dd-rls-value": last_test["rls"],
1343                             "dd-dut-value": last_test["dut"],
1344                             "dd-dut-options": generate_options(sorted(
1345                                 self.spec_tbs[last_test["rls"]].keys())),
1346                             "dd-dut-disabled": False,
1347                             "dd-dutver-value": last_test["dutver"],
1348                             "dd-dutver-options": generate_options(sorted(
1349                                 self.spec_tbs[last_test["rls"]]\
1350                                     [last_test["dut"]].keys())),
1351                             "dd-dutver-disabled": False,
1352                             "dd-phy-value": last_test["phy"],
1353                             "dd-phy-options": generate_options(sorted(
1354                                 self.spec_tbs[last_test["rls"]]\
1355                                     [last_test["dut"]]\
1356                                         [last_test["dutver"]].keys())),
1357                             "dd-phy-disabled": False,
1358                             "dd-area-value": last_test["area"],
1359                             "dd-area-options": [
1360                                 {"label": label(v), "value": v} for v in \
1361                                     sorted(self.spec_tbs[last_test["rls"]]\
1362                                         [last_test["dut"]][last_test["dutver"]]\
1363                                             [last_test["phy"]].keys())
1364                             ],
1365                             "dd-area-disabled": False,
1366                             "dd-test-value": last_test["test"],
1367                             "dd-test-options": generate_options(sorted(
1368                                 self.spec_tbs[last_test["rls"]]\
1369                                     [last_test["dut"]][last_test["dutver"]]\
1370                                         [last_test["phy"]]\
1371                                             [last_test["area"]].keys())),
1372                             "dd-test-disabled": False,
1373                             "cl-core-options": generate_options(sorted(
1374                                 test["core"])),
1375                             "cl-core-value": [last_test["core"].upper(), ],
1376                             "cl-core-all-value": list(),
1377                             "cl-core-all-options": C.CL_ALL_ENABLED,
1378                             "cl-framesize-options": generate_options(
1379                                 sorted(test["frame-size"])),
1380                             "cl-framesize-value": \
1381                                 [last_test["framesize"].upper(), ],
1382                             "cl-framesize-all-value": list(),
1383                             "cl-framesize-all-options": C.CL_ALL_ENABLED,
1384                             "cl-testtype-options": generate_options(sorted(
1385                                 test["test-type"])),
1386                             "cl-testtype-value": \
1387                                 [last_test["testtype"].upper(), ],
1388                             "cl-testtype-all-value": list(),
1389                             "cl-testtype-all-options": C.CL_ALL_ENABLED
1390                         })
1391
1392             if trigger_id in ("btn-ctrl-add", "url", "btn-sel-remove",
1393                     "cl-ctrl-normalize"):
1394                 if store_sel:
1395                     row_fig_tput, row_fig_lat, row_table, row_btn_dwnld = \
1396                         _generate_plotting_area(
1397                             graph_iterative(
1398                                 self.data, store_sel, self.layout, bool(norm)
1399                             ),
1400                             table_comparison(
1401                                 self.data, store_sel, bool(norm)
1402                             ),
1403                             gen_new_url(
1404                                 parsed_url,
1405                                 {"store_sel": store_sel, "norm": norm}
1406                             )
1407                         )
1408                     ctrl_panel.set({
1409                         "cl-selected-options": list_tests(store_sel)
1410                     })
1411                 else:
1412                     row_fig_tput = C.PLACEHOLDER
1413                     row_fig_lat = C.PLACEHOLDER
1414                     row_table = C.PLACEHOLDER
1415                     row_btn_dwnld = C.PLACEHOLDER
1416                     row_card_sel_tests = C.STYLE_DISABLED
1417                     row_btns_sel_tests = C.STYLE_DISABLED
1418                     store_sel = list()
1419                     ctrl_panel.set({"cl-selected-options": list()})
1420
1421             if ctrl_panel.get("cl-core-value") and \
1422                     ctrl_panel.get("cl-framesize-value") and \
1423                     ctrl_panel.get("cl-testtype-value"):
1424                 disabled = False
1425             else:
1426                 disabled = True
1427             ctrl_panel.set({
1428                 "btn-add-disabled": disabled,
1429                 "cl-normalize-value": norm
1430             })
1431
1432             ret_val = [
1433                 ctrl_panel.panel, store_sel,
1434                 row_fig_tput, row_fig_lat, row_table, row_btn_dwnld,
1435                 row_card_sel_tests, row_btns_sel_tests
1436             ]
1437             ret_val.extend(ctrl_panel.values())
1438             return ret_val
1439
1440         @app.callback(
1441             Output("download-data", "data"),
1442             State("selected-tests", "data"),
1443             Input("btn-download-data", "n_clicks"),
1444             prevent_initial_call=True
1445         )
1446         def _download_data(store_sel, n_clicks):
1447             """Download the data
1448
1449             :param store_sel: List of tests selected by user stored in the
1450                 browser.
1451             :param n_clicks: Number of clicks on the button "Download".
1452             :type store_sel: list
1453             :type n_clicks: int
1454             :returns: dict of data frame content (base64 encoded) and meta data
1455                 used by the Download component.
1456             :rtype: dict
1457             """
1458
1459             if not n_clicks:
1460                 raise PreventUpdate
1461
1462             if not store_sel:
1463                 raise PreventUpdate
1464
1465             df = pd.DataFrame()
1466             for itm in store_sel:
1467                 sel_data = select_iterative_data(self.data, itm)
1468                 if sel_data is None:
1469                     continue
1470                 df = pd.concat([df, sel_data], ignore_index=True)
1471
1472             return dcc.send_data_frame(df.to_csv, C.REPORT_DOWNLOAD_FILE_NAME)