csit.infra.dash/app/cdash/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 ast import literal_eval
  29
  30 from ..utils.constants import Constants as C
  31 from ..utils.control_panel import ControlPanel
  32 from ..utils.trigger import Trigger
  33 from ..utils.utils import show_tooltip, label, sync_checklists, gen_new_url, \
  34     generate_options, get_list_group_items
  35 from ..utils.url_processing import url_decode
  36 from ..data.data import Data
  37 from .graphs import graph_iterative, get_short_version, select_iterative_data
  38
  39
  40 # Control panel partameters and their default values.
  41 CP_PARAMS = {
  42     "dd-rls-val": str(),
  43     "dd-dut-opt": list(),
  44     "dd-dut-dis": True,
  45     "dd-dut-val": str(),
  46     "dd-dutver-opt": list(),
  47     "dd-dutver-dis": True,
  48     "dd-dutver-val": str(),
  49     "dd-phy-opt": list(),
  50     "dd-phy-dis": True,
  51     "dd-phy-val": str(),
  52     "dd-area-opt": list(),
  53     "dd-area-dis": True,
  54     "dd-area-val": str(),
  55     "dd-test-opt": list(),
  56     "dd-test-dis": True,
  57     "dd-test-val": str(),
  58     "cl-core-opt": list(),
  59     "cl-core-val": list(),
  60     "cl-core-all-val": list(),
  61     "cl-core-all-opt": C.CL_ALL_DISABLED,
  62     "cl-frmsize-opt": list(),
  63     "cl-frmsize-val": list(),
  64     "cl-frmsize-all-val": list(),
  65     "cl-frmsize-all-opt": C.CL_ALL_DISABLED,
  66     "cl-tsttype-opt": list(),
  67     "cl-tsttype-val": list(),
  68     "cl-tsttype-all-val": list(),
  69     "cl-tsttype-all-opt": C.CL_ALL_DISABLED,
  70     "btn-add-dis": True,
  71     "cl-normalize-val": list()
  72 }
  73
  74
  75 class Layout:
  76     """The layout of the dash app and the callbacks.
  77     """
  78
  79     def __init__(self, app: Flask, releases: list, html_layout_file: str,
  80         graph_layout_file: str, data_spec_file: str, tooltip_file: str) -> None:
  81         """Initialization:
  82         - save the input parameters,
  83         - read and pre-process the data,
  84         - prepare data for the control panel,
  85         - read HTML layout file,
  86         - read tooltips from the tooltip file.
  87
  88         :param app: Flask application running the dash application.
  89         :param releases: Lis of releases to be displayed.
  90         :param html_layout_file: Path and name of the file specifying the HTML
  91             layout of the dash application.
  92         :param graph_layout_file: Path and name of the file with layout of
  93             plot.ly graphs.
  94         :param data_spec_file: Path and name of the file specifying the data to
  95             be read from parquets for this application.
  96         :param tooltip_file: Path and name of the yaml file specifying the
  97             tooltips.
  98         :type app: Flask
  99         :type releases: list
 100         :type html_layout_file: str
 101         :type graph_layout_file: str
 102         :type data_spec_file: str
 103         :type tooltip_file: str
 104         """
 105
 106         # Inputs
 107         self._app = app
 108         self.releases = releases
 109         self._html_layout_file = html_layout_file
 110         self._graph_layout_file = graph_layout_file
 111         self._data_spec_file = data_spec_file
 112         self._tooltip_file = tooltip_file
 113
 114         # Read the data:
 115         self._data = pd.DataFrame()
 116         for rls in releases:
 117             data_mrr = Data(self._data_spec_file, True).\
 118                 read_iterative_mrr(release=rls.replace("csit", "rls"))
 119             data_mrr["release"] = rls
 120             data_ndrpdr = Data(self._data_spec_file, True).\
 121                 read_iterative_ndrpdr(release=rls.replace("csit", "rls"))
 122             data_ndrpdr["release"] = rls
 123             self._data = pd.concat(
 124                 [self._data, data_mrr, data_ndrpdr],
 125                 ignore_index=True
 126             )
 127
 128         # Get structure of tests:
 129         tbs = dict()
 130         cols = ["job", "test_id", "test_type", "dut_version", "release"]
 131         for _, row in self._data[cols].drop_duplicates().iterrows():
 132             rls = row["release"]
 133             ttype = row["test_type"]
 134             lst_job = row["job"].split("-")
 135             dut = lst_job[1]
 136             d_ver = get_short_version(row["dut_version"], dut)
 137             tbed = "-".join(lst_job[-2:])
 138             lst_test_id = row["test_id"].split(".")
 139             if dut == "dpdk":
 140                 area = "dpdk"
 141             else:
 142                 area = "-".join(lst_test_id[3:-2])
 143             suite = lst_test_id[-2].replace("2n1l-", "").replace("1n1l-", "").\
 144                 replace("2n-", "")
 145             test = lst_test_id[-1]
 146             nic = suite.split("-")[0]
 147             for drv in C.DRIVERS:
 148                 if drv in test:
 149                     driver = drv.replace("-", "_")
 150                     test = test.replace(f"{drv}-", "")
 151                     break
 152             else:
 153                 driver = "dpdk"
 154             infra = "-".join((tbed, nic, driver))
 155             lst_test = test.split("-")
 156             framesize = lst_test[0]
 157             core = lst_test[1] if lst_test[1] else "8C"
 158             test = "-".join(lst_test[2: -1])
 159
 160             if tbs.get(rls, None) is None:
 161                 tbs[rls] = dict()
 162             if tbs[rls].get(dut, None) is None:
 163                 tbs[rls][dut] = dict()
 164             if tbs[rls][dut].get(d_ver, None) is None:
 165                 tbs[rls][dut][d_ver] = dict()
 166             if tbs[rls][dut][d_ver].get(infra, None) is None:
 167                 tbs[rls][dut][d_ver][infra] = dict()
 168             if tbs[rls][dut][d_ver][infra].get(area, None) is None:
 169                 tbs[rls][dut][d_ver][infra][area] = dict()
 170             if tbs[rls][dut][d_ver][infra][area].get(test, None) is None:
 171                 tbs[rls][dut][d_ver][infra][area][test] = dict()
 172                 tbs[rls][dut][d_ver][infra][area][test]["core"] = list()
 173                 tbs[rls][dut][d_ver][infra][area][test]["frame-size"] = list()
 174                 tbs[rls][dut][d_ver][infra][area][test]["test-type"] = list()
 175             if core.upper() not in \
 176                     tbs[rls][dut][d_ver][infra][area][test]["core"]:
 177                 tbs[rls][dut][d_ver][infra][area][test]["core"].append(
 178                     core.upper()
 179                 )
 180             if framesize.upper() not in \
 181                         tbs[rls][dut][d_ver][infra][area][test]["frame-size"]:
 182                 tbs[rls][dut][d_ver][infra][area][test]["frame-size"].append(
 183                     framesize.upper()
 184                 )
 185             if ttype == "mrr":
 186                 if "MRR" not in \
 187                         tbs[rls][dut][d_ver][infra][area][test]["test-type"]:
 188                     tbs[rls][dut][d_ver][infra][area][test]["test-type"].append(
 189                         "MRR"
 190                     )
 191             elif ttype == "ndrpdr":
 192                 if "NDR" not in \
 193                         tbs[rls][dut][d_ver][infra][area][test]["test-type"]:
 194                     tbs[rls][dut][d_ver][infra][area][test]["test-type"].extend(
 195                         ("NDR", "PDR", )
 196                     )
 197         self._spec_tbs = tbs
 198
 199         # Read from files:
 200         self._html_layout = str()
 201         self._graph_layout = None
 202         self._tooltips = dict()
 203
 204         try:
 205             with open(self._html_layout_file, "r") as file_read:
 206                 self._html_layout = file_read.read()
 207         except IOError as err:
 208             raise RuntimeError(
 209                 f"Not possible to open the file {self._html_layout_file}\n{err}"
 210             )
 211
 212         try:
 213             with open(self._graph_layout_file, "r") as file_read:
 214                 self._graph_layout = load(file_read, Loader=FullLoader)
 215         except IOError as err:
 216             raise RuntimeError(
 217                 f"Not possible to open the file {self._graph_layout_file}\n"
 218                 f"{err}"
 219             )
 220         except YAMLError as err:
 221             raise RuntimeError(
 222                 f"An error occurred while parsing the specification file "
 223                 f"{self._graph_layout_file}\n{err}"
 224             )
 225
 226         try:
 227             with open(self._tooltip_file, "r") as file_read:
 228                 self._tooltips = load(file_read, Loader=FullLoader)
 229         except IOError as err:
 230             logging.warning(
 231                 f"Not possible to open the file {self._tooltip_file}\n{err}"
 232             )
 233         except YAMLError as err:
 234             logging.warning(
 235                 f"An error occurred while parsing the specification file "
 236                 f"{self._tooltip_file}\n{err}"
 237             )
 238
 239         # Callbacks:
 240         if self._app is not None and hasattr(self, "callbacks"):
 241             self.callbacks(self._app)
 242
 243     @property
 244     def html_layout(self):
 245         return self._html_layout
 246
 247     def add_content(self):
 248         """Top level method which generated the web page.
 249
 250         It generates:
 251         - Store for user input data,
 252         - Navigation bar,
 253         - Main area with control panel and ploting area.
 254
 255         If no HTML layout is provided, an error message is displayed instead.
 256
 257         :returns: The HTML div with the whole page.
 258         :rtype: html.Div
 259         """
 260
 261         if self.html_layout and self._spec_tbs:
 262             return html.Div(
 263                 id="div-main",
 264                 className="small",
 265                 children=[
 266                     dbc.Row(
 267                         id="row-navbar",
 268                         class_name="g-0",
 269                         children=[
 270                             self._add_navbar()
 271                         ]
 272                     ),
 273                     dbc.Row(
 274                         id="row-main",
 275                         class_name="g-0",
 276                         children=[
 277                             dcc.Store(id="store-selected-tests"),
 278                             dcc.Store(id="store-control-panel"),
 279                             dcc.Location(id="url", refresh=False),
 280                             self._add_ctrl_col(),
 281                             self._add_plotting_col()
 282                         ]
 283                     )
 284                 ]
 285             )
 286         else:
 287             return html.Div(
 288                 id="div-main-error",
 289                 children=[
 290                     dbc.Alert(
 291                         [
 292                             "An Error Occured"
 293                         ],
 294                         color="danger"
 295                     )
 296                 ]
 297             )
 298
 299     def _add_navbar(self):
 300         """Add nav element with navigation panel. It is placed on the top.
 301
 302         :returns: Navigation bar.
 303         :rtype: dbc.NavbarSimple
 304         """
 305         return dbc.NavbarSimple(
 306             id="navbarsimple-main",
 307             children=[
 308                 dbc.NavItem(
 309                     dbc.NavLink(
 310                         C.REPORT_TITLE,
 311                         disabled=True,
 312                         external_link=True,
 313                         href="#"
 314                     )
 315                 )
 316             ],
 317             brand=C.BRAND,
 318             brand_href="/",
 319             brand_external_link=True,
 320             class_name="p-2",
 321             fluid=True
 322         )
 323
 324     def _add_ctrl_col(self) -> dbc.Col:
 325         """Add column with controls. It is placed on the left side.
 326
 327         :returns: Column with the control panel.
 328         :rtype: dbc.Col
 329         """
 330         return dbc.Col([
 331             html.Div(
 332                 children=self._add_ctrl_panel(),
 333                 className="sticky-top"
 334             )
 335         ])
 336
 337     def _add_plotting_col(self) -> dbc.Col:
 338         """Add column with plots. It is placed on the right side.
 339
 340         :returns: Column with plots.
 341         :rtype: dbc.Col
 342         """
 343         return dbc.Col(
 344             id="col-plotting-area",
 345             children=[
 346                 dcc.Loading(
 347                     children=[
 348                         dbc.Row(
 349                             id="plotting-area",
 350                             class_name="g-0 p-0",
 351                             children=[
 352                                 C.PLACEHOLDER
 353                             ]
 354                         )
 355                     ]
 356                 )
 357             ],
 358             width=9
 359         )
 360
 361     def _add_ctrl_panel(self) -> list:
 362         """Add control panel.
 363
 364         :returns: Control panel.
 365         :rtype: list
 366         """
 367         return [
 368             dbc.Row(
 369                 class_name="g-0 p-1",
 370                 children=[
 371                     dbc.InputGroup(
 372                         [
 373                             dbc.InputGroupText(
 374                                 children=show_tooltip(
 375                                     self._tooltips,
 376                                     "help-release",
 377                                     "CSIT Release"
 378                                 )
 379                             ),
 380                             dbc.Select(
 381                                 id={"type": "ctrl-dd", "index": "rls"},
 382                                 placeholder="Select a Release...",
 383                                 options=sorted(
 384                                     [
 385                                         {"label": k, "value": k} \
 386                                             for k in self._spec_tbs.keys()
 387                                     ],
 388                                     key=lambda d: d["label"]
 389                                 )
 390                             )
 391                         ],
 392                         size="sm"
 393                     )
 394                 ]
 395             ),
 396             dbc.Row(
 397                 class_name="g-0 p-1",
 398                 children=[
 399                     dbc.InputGroup(
 400                         [
 401                             dbc.InputGroupText(
 402                                 children=show_tooltip(
 403                                     self._tooltips,
 404                                     "help-dut",
 405                                     "DUT"
 406                                 )
 407                             ),
 408                             dbc.Select(
 409                                 id={"type": "ctrl-dd", "index": "dut"},
 410                                 placeholder="Select a Device under Test..."
 411                             )
 412                         ],
 413                         size="sm"
 414                     )
 415                 ]
 416             ),
 417             dbc.Row(
 418                 class_name="g-0 p-1",
 419                 children=[
 420                     dbc.InputGroup(
 421                         [
 422                             dbc.InputGroupText(
 423                                 children=show_tooltip(
 424                                     self._tooltips,
 425                                     "help-dut-ver",
 426                                     "DUT Version"
 427                                 )
 428                             ),
 429                             dbc.Select(
 430                                 id={"type": "ctrl-dd", "index": "dutver"},
 431                                 placeholder=\
 432                                     "Select a Version of Device under Test..."
 433                             )
 434                         ],
 435                         size="sm"
 436                     )
 437                 ]
 438             ),
 439             dbc.Row(
 440                 class_name="g-0 p-1",
 441                 children=[
 442                     dbc.InputGroup(
 443                         [
 444                             dbc.InputGroupText(
 445                                 children=show_tooltip(
 446                                     self._tooltips,
 447                                     "help-infra",
 448                                     "Infra"
 449                                 )
 450                             ),
 451                             dbc.Select(
 452                                 id={"type": "ctrl-dd", "index": "phy"},
 453                                 placeholder=\
 454                                     "Select a Physical Test Bed Topology..."
 455                             )
 456                         ],
 457                         size="sm"
 458                     )
 459                 ]
 460             ),
 461             dbc.Row(
 462                 class_name="g-0 p-1",
 463                 children=[
 464                     dbc.InputGroup(
 465                         [
 466                             dbc.InputGroupText(
 467                                 children=show_tooltip(
 468                                     self._tooltips,
 469                                     "help-area",
 470                                     "Area"
 471                                 )
 472                             ),
 473                             dbc.Select(
 474                                 id={"type": "ctrl-dd", "index": "area"},
 475                                 placeholder="Select an Area..."
 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(
 489                                     self._tooltips,
 490                                     "help-test",
 491                                     "Test"
 492                                 )
 493                             ),
 494                             dbc.Select(
 495                                 id={"type": "ctrl-dd", "index": "test"},
 496                                 placeholder="Select a Test..."
 497                             )
 498                         ],
 499                         size="sm"
 500                     )
 501                 ]
 502             ),
 503             dbc.Row(
 504                 class_name="g-0 p-1",
 505                 children=[
 506                     dbc.Label(
 507                         children=show_tooltip(
 508                             self._tooltips,
 509                             "help-framesize",
 510                             "Frame Size"
 511                         )
 512                     ),
 513                     dbc.Col(
 514                         children=[
 515                             dbc.Checklist(
 516                                 id={"type": "ctrl-cl", "index": "frmsize-all"},
 517                                 options=C.CL_ALL_DISABLED,
 518                                 inline=True,
 519                                 switch=False,
 520                                 input_class_name="border-info bg-info"
 521                             )
 522                         ],
 523                         width=3
 524                     ),
 525                     dbc.Col(
 526                         children=[
 527                             dbc.Checklist(
 528                                 id={"type": "ctrl-cl", "index": "frmsize"},
 529                                 inline=True,
 530                                 switch=False,
 531                                 input_class_name="border-info bg-info"
 532                             )
 533                         ]
 534                     )
 535                 ]
 536             ),
 537             dbc.Row(
 538                 class_name="g-0 p-1",
 539                 children=[
 540                     dbc.Label(
 541                         children=show_tooltip(
 542                             self._tooltips,
 543                             "help-cores",
 544                             "Number of Cores"
 545                         )
 546                     ),
 547                     dbc.Col(
 548                         children=[
 549                             dbc.Checklist(
 550                                 id={"type": "ctrl-cl", "index": "core-all"},
 551                                 options=C.CL_ALL_DISABLED,
 552                                 inline=False,
 553                                 switch=False,
 554                                 input_class_name="border-info bg-info"
 555                             )
 556                         ],
 557                         width=3
 558                     ),
 559                     dbc.Col(
 560                         children=[
 561                             dbc.Checklist(
 562                                 id={"type": "ctrl-cl", "index": "core"},
 563                                 inline=True,
 564                                 switch=False,
 565                                 input_class_name="border-info bg-info"
 566                             )
 567                         ]
 568                     )
 569                 ]
 570             ),
 571             dbc.Row(
 572                 class_name="g-0 p-1",
 573                 children=[
 574                     dbc.Label(
 575                         children=show_tooltip(
 576                             self._tooltips,
 577                             "help-ttype",
 578                             "Test Type"
 579                         )
 580                     ),
 581                     dbc.Col(
 582                         children=[
 583                             dbc.Checklist(
 584                                 id={"type": "ctrl-cl", "index": "tsttype-all"},
 585                                 options=C.CL_ALL_DISABLED,
 586                                 inline=True,
 587                                 switch=False,
 588                                 input_class_name="border-info bg-info"
 589                             )
 590                         ],
 591                         width=3
 592                     ),
 593                     dbc.Col(
 594                         children=[
 595                             dbc.Checklist(
 596                                 id={"type": "ctrl-cl", "index": "tsttype"},
 597                                 inline=True,
 598                                 switch=False,
 599                                 input_class_name="border-info bg-info"
 600                             )
 601                         ]
 602                     )
 603                 ]
 604             ),
 605             dbc.Row(
 606                 class_name="g-0 p-1",
 607                 children=[
 608                     dbc.Label(
 609                         children=show_tooltip(
 610                             self._tooltips,
 611                             "help-normalize",
 612                             "Normalize"
 613                         )
 614                     ),
 615                     dbc.Col(
 616                         children=[
 617                             dbc.Checklist(
 618                                 id="normalize",
 619                                 options=[{
 620                                     "value": "normalize",
 621                                     "label": (
 622                                         "Normalize results to CPU "
 623                                         "frequency 2GHz"
 624                                     )
 625                                 }],
 626                                 value=[],
 627                                 inline=True,
 628                                 switch=False,
 629                                 input_class_name="border-info bg-info"
 630                             ),
 631                         ]
 632                     )
 633                 ]
 634             ),
 635             dbc.Row(
 636                 class_name="g-0 p-1",
 637                 children=[
 638                     dbc.Button(
 639                         id={"type": "ctrl-btn", "index": "add-test"},
 640                         children="Add Selected",
 641                         color="info"
 642                     )
 643                 ]
 644             ),
 645             dbc.Row(
 646                 id="row-card-sel-tests",
 647                 class_name="g-0 p-1",
 648                 style=C.STYLE_DISABLED,
 649                 children=[
 650                     dbc.ListGroup(
 651                         class_name="overflow-auto p-0",
 652                         id="lg-selected",
 653                         children=[],
 654                         style={"max-height": "14em"},
 655                         flush=True
 656                     )
 657                 ]
 658             ),
 659             dbc.Row(
 660                 id="row-btns-sel-tests",
 661                 class_name="g-0 p-1",
 662                 style=C.STYLE_DISABLED,
 663                 children=[
 664                     dbc.ButtonGroup(
 665                         children=[
 666                             dbc.Button(
 667                                 id={"type": "ctrl-btn", "index": "rm-test"},
 668                                 children="Remove Selected",
 669                                 class_name="w-100",
 670                                 color="info",
 671                                 disabled=False
 672                             ),
 673                             dbc.Button(
 674                                 id={"type": "ctrl-btn", "index": "rm-test-all"},
 675                                 children="Remove All",
 676                                 class_name="w-100",
 677                                 color="info",
 678                                 disabled=False
 679                             )
 680                         ]
 681                     )
 682                 ]
 683             )
 684         ]
 685
 686     def _get_plotting_area(
 687             self,
 688             tests: list,
 689             normalize: bool,
 690             url: str
 691         ) -> list:
 692         """Generate the plotting area with all its content.
 693
 694         :param tests: List of tests to be displayed in the graphs.
 695         :param normalize: If true, the values in graphs are normalized.
 696         :param url: URL to be displayed in the modal window.
 697         :type tests: list
 698         :type normalize: bool
 699         :type url: str
 700         :returns: List of rows with elements to be displayed in the plotting
 701             area.
 702         :rtype: list
 703         """
 704         if not tests:
 705             return C.PLACEHOLDER
 706
 707         figs = graph_iterative(self._data, tests, self._graph_layout, normalize)
 708
 709         if not figs[0]:
 710             return C.PLACEHOLDER
 711
 712         row_items = [
 713             dbc.Col(
 714                 children=dcc.Graph(
 715                     id={"type": "graph", "index": "tput"},
 716                     figure=figs[0]
 717                 ),
 718                 class_name="g-0 p-1",
 719                 width=6
 720             )
 721         ]
 722
 723         if figs[1]:
 724             row_items.append(
 725                 dbc.Col(
 726                     children=dcc.Graph(
 727                         id={"type": "graph", "index": "lat"},
 728                         figure=figs[1]
 729                     ),
 730                     class_name="g-0 p-1",
 731                     width=6
 732                 )
 733             )
 734
 735         return [
 736             dbc.Row(
 737                 children=row_items,
 738                 class_name="g-0 p-0",
 739             ),
 740             dbc.Row(
 741                 [
 742                     dbc.Col([html.Div(
 743                         [
 744                             dbc.Button(
 745                                 id="plot-btn-url",
 746                                 children="URL",
 747                                 class_name="me-1",
 748                                 color="info",
 749                                 style={
 750                                     "text-transform": "none",
 751                                     "padding": "0rem 1rem"
 752                                 }
 753                             ),
 754                             dbc.Modal(
 755                                 [
 756                                     dbc.ModalHeader(dbc.ModalTitle("URL")),
 757                                     dbc.ModalBody(url)
 758                                 ],
 759                                 id="plot-mod-url",
 760                                 size="xl",
 761                                 is_open=False,
 762                                 scrollable=True
 763                             ),
 764                             dbc.Button(
 765                                 id="plot-btn-download",
 766                                 children="Download Data",
 767                                 class_name="me-1",
 768                                 color="info",
 769                                 style={
 770                                     "text-transform": "none",
 771                                     "padding": "0rem 1rem"
 772                                 }
 773                             ),
 774                             dcc.Download(id="download-iterative-data")
 775                         ],
 776                         className=\
 777                             "d-grid gap-0 d-md-flex justify-content-md-end"
 778                     )])
 779                 ],
 780                 class_name="g-0 p-0"
 781             )
 782         ]
 783
 784     def callbacks(self, app):
 785         """Callbacks for the whole application.
 786
 787         :param app: The application.
 788         :type app: Flask
 789         """
 790
 791         @app.callback(
 792             [
 793                 Output("store-control-panel", "data"),
 794                 Output("store-selected-tests", "data"),
 795                 Output("plotting-area", "children"),
 796                 Output("row-card-sel-tests", "style"),
 797                 Output("row-btns-sel-tests", "style"),
 798                 Output("lg-selected", "children"),
 799
 800                 Output({"type": "ctrl-dd", "index": "rls"}, "value"),
 801                 Output({"type": "ctrl-dd", "index": "dut"}, "options"),
 802                 Output({"type": "ctrl-dd", "index": "dut"}, "disabled"),
 803                 Output({"type": "ctrl-dd", "index": "dut"}, "value"),
 804                 Output({"type": "ctrl-dd", "index": "dutver"}, "options"),
 805                 Output({"type": "ctrl-dd", "index": "dutver"}, "disabled"),
 806                 Output({"type": "ctrl-dd", "index": "dutver"}, "value"),
 807                 Output({"type": "ctrl-dd", "index": "phy"}, "options"),
 808                 Output({"type": "ctrl-dd", "index": "phy"}, "disabled"),
 809                 Output({"type": "ctrl-dd", "index": "phy"}, "value"),
 810                 Output({"type": "ctrl-dd", "index": "area"}, "options"),
 811                 Output({"type": "ctrl-dd", "index": "area"}, "disabled"),
 812                 Output({"type": "ctrl-dd", "index": "area"}, "value"),
 813                 Output({"type": "ctrl-dd", "index": "test"}, "options"),
 814                 Output({"type": "ctrl-dd", "index": "test"}, "disabled"),
 815                 Output({"type": "ctrl-dd", "index": "test"}, "value"),
 816                 Output({"type": "ctrl-cl", "index": "core"}, "options"),
 817                 Output({"type": "ctrl-cl", "index": "core"}, "value"),
 818                 Output({"type": "ctrl-cl", "index": "core-all"}, "value"),
 819                 Output({"type": "ctrl-cl", "index": "core-all"}, "options"),
 820                 Output({"type": "ctrl-cl", "index": "frmsize"}, "options"),
 821                 Output({"type": "ctrl-cl", "index": "frmsize"}, "value"),
 822                 Output({"type": "ctrl-cl", "index": "frmsize-all"}, "value"),
 823                 Output({"type": "ctrl-cl", "index": "frmsize-all"}, "options"),
 824                 Output({"type": "ctrl-cl", "index": "tsttype"}, "options"),
 825                 Output({"type": "ctrl-cl", "index": "tsttype"}, "value"),
 826                 Output({"type": "ctrl-cl", "index": "tsttype-all"}, "value"),
 827                 Output({"type": "ctrl-cl", "index": "tsttype-all"}, "options"),
 828                 Output({"type": "ctrl-btn", "index": "add-test"}, "disabled"),
 829                 Output("normalize", "value")
 830             ],
 831             [
 832                 State("store-control-panel", "data"),
 833                 State("store-selected-tests", "data"),
 834                 State({"type": "sel-cl", "index": ALL}, "value")
 835             ],
 836             [
 837                 Input("url", "href"),
 838                 Input("normalize", "value"),
 839
 840                 Input({"type": "ctrl-dd", "index": ALL}, "value"),
 841                 Input({"type": "ctrl-cl", "index": ALL}, "value"),
 842                 Input({"type": "ctrl-btn", "index": ALL}, "n_clicks")
 843             ]
 844         )
 845         def _update_application(
 846                 control_panel: dict,
 847                 store_sel: list,
 848                 lst_sel: list,
 849                 href: str,
 850                 normalize: list,
 851                 *_
 852             ) -> tuple:
 853             """Update the application when the event is detected.
 854             """
 855
 856             ctrl_panel = ControlPanel(CP_PARAMS, control_panel)
 857             on_draw = False
 858
 859             # Parse the url:
 860             parsed_url = url_decode(href)
 861             if parsed_url:
 862                 url_params = parsed_url["params"]
 863             else:
 864                 url_params = None
 865
 866             plotting_area = no_update
 867             row_card_sel_tests = no_update
 868             row_btns_sel_tests = no_update
 869             lg_selected = no_update
 870
 871             trigger = Trigger(callback_context.triggered)
 872
 873             if trigger.type == "url" and url_params:
 874                 try:
 875                     store_sel = literal_eval(url_params["store_sel"][0])
 876                     normalize = literal_eval(url_params["norm"][0])
 877                 except (KeyError, IndexError):
 878                     pass
 879                 if store_sel:
 880                     row_card_sel_tests = C.STYLE_ENABLED
 881                     row_btns_sel_tests = C.STYLE_ENABLED
 882                     last_test = store_sel[-1]
 883                     test = self._spec_tbs[last_test["rls"]][last_test["dut"]]\
 884                         [last_test["dutver"]][last_test["phy"]]\
 885                             [last_test["area"]][last_test["test"]]
 886                     ctrl_panel.set({
 887                         "dd-rls-val": last_test["rls"],
 888                         "dd-dut-val": last_test["dut"],
 889                         "dd-dut-opt": generate_options(
 890                             self._spec_tbs[last_test["rls"]].keys()
 891                         ),
 892                         "dd-dut-dis": False,
 893                         "dd-dutver-val": last_test["dutver"],
 894                         "dd-dutver-opt": generate_options(
 895                             self._spec_tbs[last_test["rls"]]\
 896                                 [last_test["dut"]].keys()
 897                         ),
 898                         "dd-dutver-dis": False,
 899                         "dd-phy-val": last_test["phy"],
 900                         "dd-phy-opt": generate_options(
 901                             self._spec_tbs[last_test["rls"]][last_test["dut"]]\
 902                                 [last_test["dutver"]].keys()
 903                         ),
 904                         "dd-phy-dis": False,
 905                         "dd-area-val": last_test["area"],
 906                         "dd-area-opt": [
 907                             {"label": label(v), "value": v} for v in \
 908                                 sorted(self._spec_tbs[last_test["rls"]]\
 909                                     [last_test["dut"]][last_test["dutver"]]\
 910                                         [last_test["phy"]].keys())
 911                         ],
 912                         "dd-area-dis": False,
 913                         "dd-test-val": last_test["test"],
 914                         "dd-test-opt": generate_options(
 915                             self._spec_tbs[last_test["rls"]][last_test["dut"]]\
 916                                 [last_test["dutver"]][last_test["phy"]]\
 917                                     [last_test["area"]].keys()
 918                         ),
 919                         "dd-test-dis": False,
 920                         "cl-core-opt": generate_options(test["core"]),
 921                         "cl-core-val": [last_test["core"].upper(), ],
 922                         "cl-core-all-val": list(),
 923                         "cl-core-all-opt": C.CL_ALL_ENABLED,
 924                         "cl-frmsize-opt": generate_options(test["frame-size"]),
 925                         "cl-frmsize-val": [last_test["framesize"].upper(), ],
 926                         "cl-frmsize-all-val": list(),
 927                         "cl-frmsize-all-opt": C.CL_ALL_ENABLED,
 928                         "cl-tsttype-opt": generate_options(test["test-type"]),
 929                         "cl-tsttype-val": [last_test["testtype"].upper(), ],
 930                         "cl-tsttype-all-val": list(),
 931                         "cl-tsttype-all-opt": C.CL_ALL_ENABLED,
 932                         "cl-normalize-val": normalize,
 933                         "btn-add-dis": False
 934                     })
 935                     on_draw = True
 936             elif trigger.type == "normalize":
 937                 ctrl_panel.set({"cl-normalize-val": normalize})
 938                 on_draw = True
 939             elif trigger.type == "ctrl-dd":
 940                 if trigger.idx == "rls":
 941                     try:
 942                         options = generate_options(
 943                             self._spec_tbs[trigger.value].keys()
 944                         )
 945                         disabled = False
 946                     except KeyError:
 947                         options = list()
 948                         disabled = True
 949                     ctrl_panel.set({
 950                         "dd-rls-val": trigger.value,
 951                         "dd-dut-val": str(),
 952                         "dd-dut-opt": options,
 953                         "dd-dut-dis": disabled,
 954                         "dd-dutver-val": str(),
 955                         "dd-dutver-opt": list(),
 956                         "dd-dutver-dis": True,
 957                         "dd-phy-val": str(),
 958                         "dd-phy-opt": list(),
 959                         "dd-phy-dis": True,
 960                         "dd-area-val": str(),
 961                         "dd-area-opt": list(),
 962                         "dd-area-dis": True,
 963                         "dd-test-val": str(),
 964                         "dd-test-opt": list(),
 965                         "dd-test-dis": True,
 966                         "cl-core-opt": list(),
 967                         "cl-core-val": list(),
 968                         "cl-core-all-val": list(),
 969                         "cl-core-all-opt": C.CL_ALL_DISABLED,
 970                         "cl-frmsize-opt": list(),
 971                         "cl-frmsize-val": list(),
 972                         "cl-frmsize-all-val": list(),
 973                         "cl-frmsize-all-opt": C.CL_ALL_DISABLED,
 974                         "cl-tsttype-opt": list(),
 975                         "cl-tsttype-val": list(),
 976                         "cl-tsttype-all-val": list(),
 977                         "cl-tsttype-all-opt": C.CL_ALL_DISABLED,
 978                         "btn-add-dis": True
 979                     })
 980                 elif trigger.idx == "dut":
 981                     try:
 982                         rls = ctrl_panel.get("dd-rls-val")
 983                         dut = self._spec_tbs[rls][trigger.value]
 984                         options = generate_options(dut.keys())
 985                         disabled = False
 986                     except KeyError:
 987                         options = list()
 988                         disabled = True
 989                     ctrl_panel.set({
 990                         "dd-dut-val": trigger.value,
 991                         "dd-dutver-val": str(),
 992                         "dd-dutver-opt": options,
 993                         "dd-dutver-dis": disabled,
 994                         "dd-phy-val": str(),
 995                         "dd-phy-opt": list(),
 996                         "dd-phy-dis": True,
 997                         "dd-area-val": str(),
 998                         "dd-area-opt": list(),
 999                         "dd-area-dis": True,
1000                         "dd-test-val": str(),
1001                         "dd-test-opt": list(),
1002                         "dd-test-dis": True,
1003                         "cl-core-opt": list(),
1004                         "cl-core-val": list(),
1005                         "cl-core-all-val": list(),
1006                         "cl-core-all-opt": C.CL_ALL_DISABLED,
1007                         "cl-frmsize-opt": list(),
1008                         "cl-frmsize-val": list(),
1009                         "cl-frmsize-all-val": list(),
1010                         "cl-frmsize-all-opt": C.CL_ALL_DISABLED,
1011                         "cl-tsttype-opt": list(),
1012                         "cl-tsttype-val": list(),
1013                         "cl-tsttype-all-val": list(),
1014                         "cl-tsttype-all-opt": C.CL_ALL_DISABLED,
1015                         "btn-add-dis": True
1016                     })
1017                 elif trigger.idx == "dutver":
1018                     try:
1019                         rls = ctrl_panel.get("dd-rls-val")
1020                         dut = ctrl_panel.get("dd-dut-val")
1021                         dutver = self._spec_tbs[rls][dut][trigger.value]
1022                         options = generate_options(dutver.keys())
1023                         disabled = False
1024                     except KeyError:
1025                         options = list()
1026                         disabled = True
1027                     ctrl_panel.set({
1028                         "dd-dutver-val": trigger.value,
1029                         "dd-phy-val": str(),
1030                         "dd-phy-opt": options,
1031                         "dd-phy-dis": disabled,
1032                         "dd-area-val": str(),
1033                         "dd-area-opt": list(),
1034                         "dd-area-dis": True,
1035                         "dd-test-val": str(),
1036                         "dd-test-opt": list(),
1037                         "dd-test-dis": True,
1038                         "cl-core-opt": list(),
1039                         "cl-core-val": list(),
1040                         "cl-core-all-val": list(),
1041                         "cl-core-all-opt": C.CL_ALL_DISABLED,
1042                         "cl-frmsize-opt": list(),
1043                         "cl-frmsize-val": list(),
1044                         "cl-frmsize-all-val": list(),
1045                         "cl-frmsize-all-opt": C.CL_ALL_DISABLED,
1046                         "cl-tsttype-opt": list(),
1047                         "cl-tsttype-val": list(),
1048                         "cl-tsttype-all-val": list(),
1049                         "cl-tsttype-all-opt": C.CL_ALL_DISABLED,
1050                         "btn-add-dis": True
1051                     })
1052                 elif trigger.idx == "phy":
1053                     try:
1054                         rls = ctrl_panel.get("dd-rls-val")
1055                         dut = ctrl_panel.get("dd-dut-val")
1056                         dutver = ctrl_panel.get("dd-dutver-val")
1057                         phy = self._spec_tbs[rls][dut][dutver][trigger.value]
1058                         options = [{"label": label(v), "value": v} \
1059                             for v in sorted(phy.keys())]
1060                         disabled = False
1061                     except KeyError:
1062                         options = list()
1063                         disabled = True
1064                     ctrl_panel.set({
1065                         "dd-phy-val": trigger.value,
1066                         "dd-area-val": str(),
1067                         "dd-area-opt": options,
1068                         "dd-area-dis": disabled,
1069                         "dd-test-val": str(),
1070                         "dd-test-opt": list(),
1071                         "dd-test-dis": True,
1072                         "cl-core-opt": list(),
1073                         "cl-core-val": list(),
1074                         "cl-core-all-val": list(),
1075                         "cl-core-all-opt": C.CL_ALL_DISABLED,
1076                         "cl-frmsize-opt": list(),
1077                         "cl-frmsize-val": list(),
1078                         "cl-frmsize-all-val": list(),
1079                         "cl-frmsize-all-opt": C.CL_ALL_DISABLED,
1080                         "cl-tsttype-opt": list(),
1081                         "cl-tsttype-val": list(),
1082                         "cl-tsttype-all-val": list(),
1083                         "cl-tsttype-all-opt": C.CL_ALL_DISABLED,
1084                         "btn-add-dis": True
1085                     })
1086                 elif trigger.idx == "area":
1087                     try:
1088                         rls = ctrl_panel.get("dd-rls-val")
1089                         dut = ctrl_panel.get("dd-dut-val")
1090                         dutver = ctrl_panel.get("dd-dutver-val")
1091                         phy = ctrl_panel.get("dd-phy-val")
1092                         area = \
1093                             self._spec_tbs[rls][dut][dutver][phy][trigger.value]
1094                         options = generate_options(area.keys())
1095                         disabled = False
1096                     except KeyError:
1097                         options = list()
1098                         disabled = True
1099                     ctrl_panel.set({
1100                         "dd-area-val": trigger.value,
1101                         "dd-test-val": str(),
1102                         "dd-test-opt": options,
1103                         "dd-test-dis": disabled,
1104                         "cl-core-opt": list(),
1105                         "cl-core-val": list(),
1106                         "cl-core-all-val": list(),
1107                         "cl-core-all-opt": C.CL_ALL_DISABLED,
1108                         "cl-frmsize-opt": list(),
1109                         "cl-frmsize-val": list(),
1110                         "cl-frmsize-all-val": list(),
1111                         "cl-frmsize-all-opt": C.CL_ALL_DISABLED,
1112                         "cl-tsttype-opt": list(),
1113                         "cl-tsttype-val": list(),
1114                         "cl-tsttype-all-val": list(),
1115                         "cl-tsttype-all-opt": C.CL_ALL_DISABLED,
1116                         "btn-add-dis": True
1117                     })
1118                 elif trigger.idx == "test":
1119                     rls = ctrl_panel.get("dd-rls-val")
1120                     dut = ctrl_panel.get("dd-dut-val")
1121                     dutver = ctrl_panel.get("dd-dutver-val")
1122                     phy = ctrl_panel.get("dd-phy-val")
1123                     area = ctrl_panel.get("dd-area-val")
1124                     if all((rls, dut, dutver, phy, area, trigger.value, )):
1125                         test = self._spec_tbs[rls][dut][dutver][phy][area]\
1126                             [trigger.value]
1127                         ctrl_panel.set({
1128                             "dd-test-val": trigger.value,
1129                             "cl-core-opt": generate_options(test["core"]),
1130                             "cl-core-val": list(),
1131                             "cl-core-all-val": list(),
1132                             "cl-core-all-opt": C.CL_ALL_ENABLED,
1133                             "cl-frmsize-opt": \
1134                                 generate_options(test["frame-size"]),
1135                             "cl-frmsize-val": list(),
1136                             "cl-frmsize-all-val": list(),
1137                             "cl-frmsize-all-opt": C.CL_ALL_ENABLED,
1138                             "cl-tsttype-opt": \
1139                                 generate_options(test["test-type"]),
1140                             "cl-tsttype-val": list(),
1141                             "cl-tsttype-all-val": list(),
1142                             "cl-tsttype-all-opt": C.CL_ALL_ENABLED,
1143                             "btn-add-dis": True
1144                         })
1145             elif trigger.type == "ctrl-cl":
1146                 param = trigger.idx.split("-")[0]
1147                 if "-all" in trigger.idx:
1148                     c_sel, c_all, c_id = list(), trigger.value, "all"
1149                 else:
1150                     c_sel, c_all, c_id = trigger.value, list(), str()
1151                 val_sel, val_all = sync_checklists(
1152                     options=ctrl_panel.get(f"cl-{param}-opt"),
1153                     sel=c_sel,
1154                     all=c_all,
1155                     id=c_id
1156                 )
1157                 ctrl_panel.set({
1158                     f"cl-{param}-val": val_sel,
1159                     f"cl-{param}-all-val": val_all,
1160                 })
1161                 if all((ctrl_panel.get("cl-core-val"),
1162                         ctrl_panel.get("cl-frmsize-val"),
1163                         ctrl_panel.get("cl-tsttype-val"), )):
1164                     ctrl_panel.set({"btn-add-dis": False})
1165                 else:
1166                     ctrl_panel.set({"btn-add-dis": True})
1167             elif trigger.type == "ctrl-btn":
1168                 on_draw = True
1169                 if trigger.idx == "add-test":
1170                     rls = ctrl_panel.get("dd-rls-val")
1171                     dut = ctrl_panel.get("dd-dut-val")
1172                     dutver = ctrl_panel.get("dd-dutver-val")
1173                     phy = ctrl_panel.get("dd-phy-val")
1174                     area = ctrl_panel.get("dd-area-val")
1175                     test = ctrl_panel.get("dd-test-val")
1176                     # Add selected test to the list of tests in store:
1177                     if store_sel is None:
1178                         store_sel = list()
1179                     for core in ctrl_panel.get("cl-core-val"):
1180                         for framesize in ctrl_panel.get("cl-frmsize-val"):
1181                             for ttype in ctrl_panel.get("cl-tsttype-val"):
1182                                 if dut == "trex":
1183                                     core = str()
1184                                 tid = "-".join((
1185                                     rls,
1186                                     dut,
1187                                     dutver,
1188                                     phy.replace("af_xdp", "af-xdp"),
1189                                     area,
1190                                     framesize.lower(),
1191                                     core.lower(),
1192                                     test,
1193                                     ttype.lower()
1194                                 ))
1195                                 if tid not in [i["id"] for i in store_sel]:
1196                                     store_sel.append({
1197                                         "id": tid,
1198                                         "rls": rls,
1199                                         "dut": dut,
1200                                         "dutver": dutver,
1201                                         "phy": phy,
1202                                         "area": area,
1203                                         "test": test,
1204                                         "framesize": framesize.lower(),
1205                                         "core": core.lower(),
1206                                         "testtype": ttype.lower()
1207                                     })
1208                     store_sel = sorted(store_sel, key=lambda d: d["id"])
1209                     if C.CLEAR_ALL_INPUTS:
1210                         ctrl_panel.set(ctrl_panel.defaults)
1211                 elif trigger.idx == "rm-test" and lst_sel:
1212                     new_store_sel = list()
1213                     for idx, item in enumerate(store_sel):
1214                         if not lst_sel[idx]:
1215                             new_store_sel.append(item)
1216                     store_sel = new_store_sel
1217                 elif trigger.idx == "rm-test-all":
1218                     store_sel = list()
1219
1220             if on_draw:
1221                 if store_sel:
1222                     lg_selected = get_list_group_items(store_sel)
1223                     plotting_area = self._get_plotting_area(
1224                         store_sel,
1225                         bool(normalize),
1226                         gen_new_url(
1227                             parsed_url,
1228                             {"store_sel": store_sel, "norm": normalize}
1229                         )
1230                     )
1231                     row_card_sel_tests = C.STYLE_ENABLED
1232                     row_btns_sel_tests = C.STYLE_ENABLED
1233                 else:
1234                     plotting_area = C.PLACEHOLDER
1235                     row_card_sel_tests = C.STYLE_DISABLED
1236                     row_btns_sel_tests = C.STYLE_DISABLED
1237                     store_sel = list()
1238
1239             ret_val = [
1240                 ctrl_panel.panel,
1241                 store_sel,
1242                 plotting_area,
1243                 row_card_sel_tests,
1244                 row_btns_sel_tests,
1245                 lg_selected
1246             ]
1247             ret_val.extend(ctrl_panel.values)
1248             return ret_val
1249
1250         @app.callback(
1251             Output("plot-mod-url", "is_open"),
1252             [Input("plot-btn-url", "n_clicks")],
1253             [State("plot-mod-url", "is_open")],
1254         )
1255         def toggle_plot_mod_url(n, is_open):
1256             """Toggle the modal window with url.
1257             """
1258             if n:
1259                 return not is_open
1260             return is_open
1261
1262         @app.callback(
1263             Output("download-iterative-data", "data"),
1264             State("store-selected-tests", "data"),
1265             Input("plot-btn-download", "n_clicks"),
1266             prevent_initial_call=True
1267         )
1268         def _download_trending_data(store_sel, _):
1269             """Download the data
1270
1271             :param store_sel: List of tests selected by user stored in the
1272                 browser.
1273             :type store_sel: list
1274             :returns: dict of data frame content (base64 encoded) and meta data
1275                 used by the Download component.
1276             :rtype: dict
1277             """
1278
1279             if not store_sel:
1280                 raise PreventUpdate
1281
1282             df = pd.DataFrame()
1283             for itm in store_sel:
1284                 sel_data = select_iterative_data(self._data, itm)
1285                 if sel_data is None:
1286                     continue
1287                 df = pd.concat([df, sel_data], ignore_index=True)
1288
1289             return dcc.send_data_frame(df.to_csv, C.REPORT_DOWNLOAD_FILE_NAME)