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

   1 # Copyright (c) 2023 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
  18 import logging
  19 import pandas as pd
  20 import dash_bootstrap_components as dbc
  21
  22 from flask import Flask
  23 from dash import dcc
  24 from dash import html
  25 from dash import callback_context, no_update, ALL
  26 from dash import Input, Output, State
  27 from dash.exceptions import PreventUpdate
  28 from yaml import load, FullLoader, YAMLError
  29 from ast import literal_eval
  30
  31 from ..utils.constants import Constants as C
  32 from ..utils.control_panel import ControlPanel
  33 from ..utils.trigger import Trigger
  34 from ..utils.utils import show_tooltip, label, sync_checklists, gen_new_url, \
  35     generate_options, get_list_group_items, graph_hdrh_latency
  36 from ..utils.url_processing import url_decode
  37 from .graphs import graph_iterative, 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__(
  80             self,
  81             app: Flask,
  82             data_iterative: pd.DataFrame,
  83             html_layout_file: str,
  84             graph_layout_file: str,
  85             tooltip_file: str
  86         ) -> None:
  87         """Initialization:
  88         - save the input parameters,
  89         - read and pre-process the data,
  90         - prepare data for the control panel,
  91         - read HTML layout file,
  92         - read tooltips from the tooltip file.
  93
  94         :param app: Flask application running the dash application.
  95         :param html_layout_file: Path and name of the file specifying the HTML
  96             layout of the dash application.
  97         :param graph_layout_file: Path and name of the file with layout of
  98             plot.ly graphs.
  99         :param tooltip_file: Path and name of the yaml file specifying the
 100             tooltips.
 101         :type app: Flask
 102         :type html_layout_file: str
 103         :type graph_layout_file: str
 104         :type tooltip_file: str
 105         """
 106
 107         # Inputs
 108         self._app = app
 109         self._html_layout_file = html_layout_file
 110         self._graph_layout_file = graph_layout_file
 111         self._tooltip_file = tooltip_file
 112         self._data = data_iterative
 113
 114         # Get structure of tests:
 115         tbs = dict()
 116         cols = [
 117             "job", "test_id", "test_type", "dut_version", "tg_type", "release"
 118         ]
 119         for _, row in self._data[cols].drop_duplicates().iterrows():
 120             rls = row["release"]
 121             lst_job = row["job"].split("-")
 122             dut = lst_job[1]
 123             d_ver = row["dut_version"]
 124             tbed = "-".join(lst_job[-2:])
 125             lst_test_id = row["test_id"].split(".")
 126             if dut == "dpdk":
 127                 area = "dpdk"
 128             else:
 129                 area = ".".join(lst_test_id[3:-2])
 130             suite = lst_test_id[-2].replace("2n1l-", "").replace("1n1l-", "").\
 131                 replace("2n-", "")
 132             test = lst_test_id[-1]
 133             nic = suite.split("-")[0]
 134             for drv in C.DRIVERS:
 135                 if drv in test:
 136                     driver = drv.replace("-", "_")
 137                     test = test.replace(f"{drv}-", "")
 138                     break
 139             else:
 140                 driver = "dpdk"
 141             infra = "-".join((tbed, nic, driver))
 142             lst_test = test.split("-")
 143             framesize = lst_test[0]
 144             core = lst_test[1] if lst_test[1] else "8C"
 145             test = "-".join(lst_test[2: -1])
 146
 147             if tbs.get(rls, None) is None:
 148                 tbs[rls] = dict()
 149             if tbs[rls].get(dut, None) is None:
 150                 tbs[rls][dut] = dict()
 151             if tbs[rls][dut].get(d_ver, None) is None:
 152                 tbs[rls][dut][d_ver] = dict()
 153             if tbs[rls][dut][d_ver].get(area, None) is None:
 154                 tbs[rls][dut][d_ver][area] = dict()
 155             if tbs[rls][dut][d_ver][area].get(test, None) is None:
 156                 tbs[rls][dut][d_ver][area][test] = dict()
 157             if tbs[rls][dut][d_ver][area][test].get(infra, None) is None:
 158                 tbs[rls][dut][d_ver][area][test][infra] = {
 159                     "core": list(),
 160                     "frame-size": list(),
 161                     "test-type": list()
 162                 }
 163             tst_params = tbs[rls][dut][d_ver][area][test][infra]
 164             if core.upper() not in tst_params["core"]:
 165                 tst_params["core"].append(core.upper())
 166             if framesize.upper() not in tst_params["frame-size"]:
 167                 tst_params["frame-size"].append(framesize.upper())
 168             if row["test_type"] == "mrr":
 169                 if "MRR" not in tst_params["test-type"]:
 170                     tst_params["test-type"].append("MRR")
 171             elif row["test_type"] == "ndrpdr":
 172                 if "NDR" not in tst_params["test-type"]:
 173                     tst_params["test-type"].extend(("NDR", "PDR", ))
 174             elif row["test_type"] == "hoststack" and \
 175                     row["tg_type"] in ("iperf", "vpp"):
 176                 if "BPS" not in tst_params["test-type"]:
 177                     tst_params["test-type"].append("BPS")
 178             elif row["test_type"] == "hoststack" and row["tg_type"] == "ab":
 179                 if "CPS" not in tst_params["test-type"]:
 180                     tst_params["test-type"].extend(("CPS", "RPS"))
 181         self._spec_tbs = tbs
 182
 183         # Read from files:
 184         self._html_layout = str()
 185         self._graph_layout = None
 186         self._tooltips = dict()
 187
 188         try:
 189             with open(self._html_layout_file, "r") as file_read:
 190                 self._html_layout = file_read.read()
 191         except IOError as err:
 192             raise RuntimeError(
 193                 f"Not possible to open the file {self._html_layout_file}\n{err}"
 194             )
 195
 196         try:
 197             with open(self._graph_layout_file, "r") as file_read:
 198                 self._graph_layout = load(file_read, Loader=FullLoader)
 199         except IOError as err:
 200             raise RuntimeError(
 201                 f"Not possible to open the file {self._graph_layout_file}\n"
 202                 f"{err}"
 203             )
 204         except YAMLError as err:
 205             raise RuntimeError(
 206                 f"An error occurred while parsing the specification file "
 207                 f"{self._graph_layout_file}\n{err}"
 208             )
 209
 210         try:
 211             with open(self._tooltip_file, "r") as file_read:
 212                 self._tooltips = load(file_read, Loader=FullLoader)
 213         except IOError as err:
 214             logging.warning(
 215                 f"Not possible to open the file {self._tooltip_file}\n{err}"
 216             )
 217         except YAMLError as err:
 218             logging.warning(
 219                 f"An error occurred while parsing the specification file "
 220                 f"{self._tooltip_file}\n{err}"
 221             )
 222
 223         # Callbacks:
 224         if self._app is not None and hasattr(self, "callbacks"):
 225             self.callbacks(self._app)
 226
 227     @property
 228     def html_layout(self):
 229         return self._html_layout
 230
 231     def add_content(self):
 232         """Top level method which generated the web page.
 233
 234         It generates:
 235         - Store for user input data,
 236         - Navigation bar,
 237         - Main area with control panel and ploting area.
 238
 239         If no HTML layout is provided, an error message is displayed instead.
 240
 241         :returns: The HTML div with the whole page.
 242         :rtype: html.Div
 243         """
 244
 245         if self.html_layout and self._spec_tbs:
 246             return html.Div(
 247                 id="div-main",
 248                 className="small",
 249                 children=[
 250                     dbc.Row(
 251                         id="row-navbar",
 252                         class_name="g-0",
 253                         children=[
 254                             self._add_navbar()
 255                         ]
 256                     ),
 257                     dbc.Row(
 258                         id="row-main",
 259                         class_name="g-0",
 260                         children=[
 261                             dcc.Store(id="store-selected-tests"),
 262                             dcc.Store(id="store-control-panel"),
 263                             dcc.Location(id="url", refresh=False),
 264                             self._add_ctrl_col(),
 265                             self._add_plotting_col()
 266                         ]
 267                     ),
 268                     dbc.Spinner(
 269                         dbc.Offcanvas(
 270                             class_name="w-50",
 271                             id="offcanvas-metadata",
 272                             title="Throughput And Latency",
 273                             placement="end",
 274                             is_open=False,
 275                             children=[
 276                                 dbc.Row(id="metadata-tput-lat"),
 277                                 dbc.Row(id="metadata-hdrh-graph")
 278                             ]
 279                         ),
 280                         delay_show=C.SPINNER_DELAY
 281                     ),
 282                     dbc.Offcanvas(
 283                         class_name="w-75",
 284                         id="offcanvas-documentation",
 285                         title="Documentation",
 286                         placement="end",
 287                         is_open=False,
 288                         children=html.Iframe(
 289                             src=C.URL_DOC_REL_NOTES,
 290                             width="100%",
 291                             height="100%"
 292                         )
 293                     )
 294                 ]
 295             )
 296         else:
 297             return html.Div(
 298                 id="div-main-error",
 299                 children=[
 300                     dbc.Alert(
 301                         [
 302                             "An Error Occured"
 303                         ],
 304                         color="danger"
 305                     )
 306                 ]
 307             )
 308
 309     def _add_navbar(self):
 310         """Add nav element with navigation panel. It is placed on the top.
 311
 312         :returns: Navigation bar.
 313         :rtype: dbc.NavbarSimple
 314         """
 315         return dbc.NavbarSimple(
 316             id="navbarsimple-main",
 317             children=[
 318                 dbc.NavItem(dbc.NavLink(
 319                     C.REPORT_TITLE,
 320                     active=True,
 321                     external_link=True,
 322                     href="/report"
 323                 )),
 324                 dbc.NavItem(dbc.NavLink(
 325                     "Comparisons",
 326                     external_link=True,
 327                     href="/comparisons"
 328                 )),
 329                 dbc.NavItem(dbc.NavLink(
 330                     "Coverage Data",
 331                     external_link=True,
 332                     href="/coverage"
 333                 )),
 334                 dbc.NavItem(dbc.NavLink(
 335                     "Documentation",
 336                     id="btn-documentation",
 337                 ))
 338             ],
 339             brand=C.BRAND,
 340             brand_href="/",
 341             brand_external_link=True,
 342             class_name="p-2",
 343             fluid=True
 344         )
 345
 346     def _add_ctrl_col(self) -> dbc.Col:
 347         """Add column with controls. It is placed on the left side.
 348
 349         :returns: Column with the control panel.
 350         :rtype: dbc.Col
 351         """
 352         return dbc.Col([
 353             html.Div(
 354                 children=self._add_ctrl_panel(),
 355                 className="sticky-top"
 356             )
 357         ])
 358
 359     def _add_plotting_col(self) -> dbc.Col:
 360         """Add column with plots. It is placed on the right side.
 361
 362         :returns: Column with plots.
 363         :rtype: dbc.Col
 364         """
 365         return dbc.Col(
 366             id="col-plotting-area",
 367             children=[
 368                 dbc.Spinner(
 369                     children=[
 370                         dbc.Row(
 371                             id="plotting-area",
 372                             class_name="g-0 p-0",
 373                             children=[
 374                                 C.PLACEHOLDER
 375                             ]
 376                         )
 377                     ]
 378                 )
 379             ],
 380             width=9
 381         )
 382
 383     def _add_ctrl_panel(self) -> list:
 384         """Add control panel.
 385
 386         :returns: Control panel.
 387         :rtype: list
 388         """
 389         return [
 390             dbc.Row(
 391                 class_name="g-0 p-1",
 392                 children=[
 393                     dbc.InputGroup(
 394                         [
 395                             dbc.InputGroupText(
 396                                 children=show_tooltip(
 397                                     self._tooltips,
 398                                     "help-release",
 399                                     "CSIT Release"
 400                                 )
 401                             ),
 402                             dbc.Select(
 403                                 id={"type": "ctrl-dd", "index": "rls"},
 404                                 placeholder="Select a Release...",
 405                                 options=sorted(
 406                                     [
 407                                         {"label": k, "value": k} \
 408                                             for k in self._spec_tbs.keys()
 409                                     ],
 410                                     key=lambda d: d["label"]
 411                                 )
 412                             )
 413                         ],
 414                         size="sm"
 415                     )
 416                 ]
 417             ),
 418             dbc.Row(
 419                 class_name="g-0 p-1",
 420                 children=[
 421                     dbc.InputGroup(
 422                         [
 423                             dbc.InputGroupText(
 424                                 children=show_tooltip(
 425                                     self._tooltips,
 426                                     "help-dut",
 427                                     "DUT"
 428                                 )
 429                             ),
 430                             dbc.Select(
 431                                 id={"type": "ctrl-dd", "index": "dut"},
 432                                 placeholder="Select a 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-dut-ver",
 448                                     "DUT Version"
 449                                 )
 450                             ),
 451                             dbc.Select(
 452                                 id={"type": "ctrl-dd", "index": "dutver"},
 453                                 placeholder=\
 454                                     "Select a Version of Device under Test..."
 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.InputGroup(
 507                         [
 508                             dbc.InputGroupText(
 509                                 children=show_tooltip(
 510                                     self._tooltips,
 511                                     "help-infra",
 512                                     "Infra"
 513                                 )
 514                             ),
 515                             dbc.Select(
 516                                 id={"type": "ctrl-dd", "index": "phy"},
 517                                 placeholder=\
 518                                     "Select a Physical Test Bed Topology..."
 519                             )
 520                         ],
 521                         size="sm"
 522                     )
 523                 ]
 524             ),
 525             dbc.Row(
 526                 class_name="g-0 p-1",
 527                 children=[
 528                     dbc.InputGroup(
 529                         [
 530                             dbc.InputGroupText(
 531                                 children=show_tooltip(
 532                                     self._tooltips,
 533                                     "help-framesize",
 534                                     "Frame Size"
 535                                 )
 536                             ),
 537                             dbc.Col(
 538                                 children=[
 539                                     dbc.Checklist(
 540                                         id={
 541                                             "type": "ctrl-cl",
 542                                             "index": "frmsize-all"
 543                                         },
 544                                         options=C.CL_ALL_DISABLED,
 545                                         inline=True,
 546                                         class_name="ms-2"
 547                                     )
 548                                 ],
 549                                 width=2
 550                             ),
 551                             dbc.Col(
 552                                 children=[
 553                                     dbc.Checklist(
 554                                         id={
 555                                             "type": "ctrl-cl",
 556                                             "index": "frmsize"
 557                                         },
 558                                         inline=True
 559                                     )
 560                                 ]
 561                             )
 562                         ],
 563                         style={"align-items": "center"},
 564                         size="sm"
 565                     )
 566                 ]
 567             ),
 568             dbc.Row(
 569                 class_name="g-0 p-1",
 570                 children=[
 571                     dbc.InputGroup(
 572                         [
 573                             dbc.InputGroupText(
 574                                 children=show_tooltip(
 575                                     self._tooltips,
 576                                     "help-cores",
 577                                     "Number of Cores"
 578                                 )
 579                             ),
 580                             dbc.Col(
 581                                 children=[
 582                                     dbc.Checklist(
 583                                         id={
 584                                             "type": "ctrl-cl",
 585                                             "index": "core-all"
 586                                         },
 587                                         options=C.CL_ALL_DISABLED,
 588                                         inline=True,
 589                                         class_name="ms-2"
 590                                     )
 591                                 ],
 592                                 width=2
 593                             ),
 594                             dbc.Col(
 595                                 children=[
 596                                     dbc.Checklist(
 597                                         id={
 598                                             "type": "ctrl-cl",
 599                                             "index": "core"
 600                                         },
 601                                         inline=True
 602                                     )
 603                                 ]
 604                             )
 605                         ],
 606                         style={"align-items": "center"},
 607                         size="sm"
 608                     )
 609                 ]
 610             ),
 611             dbc.Row(
 612                 class_name="g-0 p-1",
 613                 children=[
 614                     dbc.InputGroup(
 615                         [
 616                             dbc.InputGroupText(
 617                                 children=show_tooltip(
 618                                     self._tooltips,
 619                                     "help-ttype",
 620                                     "Test Type"
 621                                 )
 622                             ),
 623                             dbc.Col(
 624                                 children=[
 625                                     dbc.Checklist(
 626                                         id={
 627                                             "type": "ctrl-cl",
 628                                             "index": "tsttype-all"
 629                                         },
 630                                         options=C.CL_ALL_DISABLED,
 631                                         inline=True,
 632                                         class_name="ms-2"
 633                                     )
 634                                 ],
 635                                 width=2
 636                             ),
 637                             dbc.Col(
 638                                 children=[
 639                                     dbc.Checklist(
 640                                         id={
 641                                             "type": "ctrl-cl",
 642                                             "index": "tsttype"
 643                                         },
 644                                         inline=True
 645                                     )
 646                                 ]
 647                             )
 648                         ],
 649                         style={"align-items": "center"},
 650                         size="sm"
 651                     )
 652                 ]
 653             ),
 654             dbc.Row(
 655                 class_name="g-0 p-1",
 656                 children=[
 657                     dbc.InputGroup(
 658                         [
 659                             dbc.InputGroupText(
 660                                 children=show_tooltip(
 661                                     self._tooltips,
 662                                     "help-normalize",
 663                                     "Normalization"
 664                                 )
 665                             ),
 666                             dbc.Col(
 667                                 children=[
 668                                     dbc.Checklist(
 669                                         id="normalize",
 670                                         options=[{
 671                                             "value": "normalize",
 672                                             "label": (
 673                                                 "Normalize to CPU frequency "
 674                                                 "2GHz"
 675                                             )
 676                                         }],
 677                                         value=[],
 678                                         inline=True,
 679                                         class_name="ms-2"
 680                                     )
 681                                 ]
 682                             )
 683                         ],
 684                         style={"align-items": "center"},
 685                         size="sm"
 686                     )
 687                 ]
 688             ),
 689             dbc.Row(
 690                 class_name="g-0 p-1",
 691                 children=[
 692                     dbc.Button(
 693                         id={"type": "ctrl-btn", "index": "add-test"},
 694                         children="Add Selected",
 695                         color="info"
 696                     )
 697                 ]
 698             ),
 699             dbc.Row(
 700                 id="row-card-sel-tests",
 701                 class_name="g-0 p-1",
 702                 style=C.STYLE_DISABLED,
 703                 children=[
 704                     dbc.ListGroup(
 705                         class_name="overflow-auto p-0",
 706                         id="lg-selected",
 707                         children=[],
 708                         style={"max-height": "20em"},
 709                         flush=True
 710                     )
 711                 ]
 712             ),
 713             dbc.Row(
 714                 id="row-btns-sel-tests",
 715                 class_name="g-0 p-1",
 716                 style=C.STYLE_DISABLED,
 717                 children=[
 718                     dbc.ButtonGroup(
 719                         children=[
 720                             dbc.Button(
 721                                 id={"type": "ctrl-btn", "index": "rm-test"},
 722                                 children="Remove Selected",
 723                                 class_name="w-100",
 724                                 color="info",
 725                                 disabled=False
 726                             ),
 727                             dbc.Button(
 728                                 id={"type": "ctrl-btn", "index": "rm-test-all"},
 729                                 children="Remove All",
 730                                 class_name="w-100",
 731                                 color="info",
 732                                 disabled=False
 733                             )
 734                         ]
 735                     )
 736                 ]
 737             )
 738         ]
 739
 740     def _get_plotting_area(
 741             self,
 742             tests: list,
 743             normalize: bool,
 744             url: str
 745         ) -> list:
 746         """Generate the plotting area with all its content.
 747
 748         :param tests: List of tests to be displayed in the graphs.
 749         :param normalize: If true, the values in graphs are normalized.
 750         :param url: URL to be displayed in the modal window.
 751         :type tests: list
 752         :type normalize: bool
 753         :type url: str
 754         :returns: List of rows with elements to be displayed in the plotting
 755             area.
 756         :rtype: list
 757         """
 758         if not tests:
 759             return C.PLACEHOLDER
 760
 761         figs = graph_iterative(self._data, tests, self._graph_layout, normalize)
 762
 763         if not figs[0]:
 764             return C.PLACEHOLDER
 765
 766         row_items = [
 767             dbc.Col(
 768                 children=dcc.Graph(
 769                     id={"type": "graph", "index": "tput"},
 770                     figure=figs[0]
 771                 ),
 772                 class_name="g-0 p-1",
 773                 width=6
 774             )
 775         ]
 776
 777         if figs[1]:
 778             row_items.append(
 779                 dbc.Col(
 780                     children=dcc.Graph(
 781                         id={"type": "graph", "index": "lat"},
 782                         figure=figs[1]
 783                     ),
 784                     class_name="g-0 p-1",
 785                     width=6
 786                 )
 787             )
 788
 789         return [
 790             dbc.Row(
 791                 children=row_items,
 792                 class_name="g-0 p-0",
 793             ),
 794             dbc.Row(
 795                 [
 796                     dbc.Col([html.Div(
 797                         [
 798                             dbc.Button(
 799                                 id="plot-btn-url",
 800                                 children="Show URL",
 801                                 class_name="me-1",
 802                                 color="info",
 803                                 style={
 804                                     "text-transform": "none",
 805                                     "padding": "0rem 1rem"
 806                                 }
 807                             ),
 808                             dbc.Modal(
 809                                 [
 810                                     dbc.ModalHeader(dbc.ModalTitle("URL")),
 811                                     dbc.ModalBody(url)
 812                                 ],
 813                                 id="plot-mod-url",
 814                                 size="xl",
 815                                 is_open=False,
 816                                 scrollable=True
 817                             ),
 818                             dbc.Button(
 819                                 id="plot-btn-download",
 820                                 children="Download Data",
 821                                 class_name="me-1",
 822                                 color="info",
 823                                 style={
 824                                     "text-transform": "none",
 825                                     "padding": "0rem 1rem"
 826                                 }
 827                             ),
 828                             dcc.Download(id="download-iterative-data")
 829                         ],
 830                         className=\
 831                             "d-grid gap-0 d-md-flex justify-content-md-end"
 832                     )])
 833                 ],
 834                 class_name="g-0 p-0"
 835             )
 836         ]
 837
 838     def callbacks(self, app):
 839         """Callbacks for the whole application.
 840
 841         :param app: The application.
 842         :type app: Flask
 843         """
 844
 845         @app.callback(
 846             [
 847                 Output("store-control-panel", "data"),
 848                 Output("store-selected-tests", "data"),
 849                 Output("plotting-area", "children"),
 850                 Output("row-card-sel-tests", "style"),
 851                 Output("row-btns-sel-tests", "style"),
 852                 Output("lg-selected", "children"),
 853
 854                 Output({"type": "ctrl-dd", "index": "rls"}, "value"),
 855                 Output({"type": "ctrl-dd", "index": "dut"}, "options"),
 856                 Output({"type": "ctrl-dd", "index": "dut"}, "disabled"),
 857                 Output({"type": "ctrl-dd", "index": "dut"}, "value"),
 858                 Output({"type": "ctrl-dd", "index": "dutver"}, "options"),
 859                 Output({"type": "ctrl-dd", "index": "dutver"}, "disabled"),
 860                 Output({"type": "ctrl-dd", "index": "dutver"}, "value"),
 861                 Output({"type": "ctrl-dd", "index": "phy"}, "options"),
 862                 Output({"type": "ctrl-dd", "index": "phy"}, "disabled"),
 863                 Output({"type": "ctrl-dd", "index": "phy"}, "value"),
 864                 Output({"type": "ctrl-dd", "index": "area"}, "options"),
 865                 Output({"type": "ctrl-dd", "index": "area"}, "disabled"),
 866                 Output({"type": "ctrl-dd", "index": "area"}, "value"),
 867                 Output({"type": "ctrl-dd", "index": "test"}, "options"),
 868                 Output({"type": "ctrl-dd", "index": "test"}, "disabled"),
 869                 Output({"type": "ctrl-dd", "index": "test"}, "value"),
 870                 Output({"type": "ctrl-cl", "index": "core"}, "options"),
 871                 Output({"type": "ctrl-cl", "index": "core"}, "value"),
 872                 Output({"type": "ctrl-cl", "index": "core-all"}, "value"),
 873                 Output({"type": "ctrl-cl", "index": "core-all"}, "options"),
 874                 Output({"type": "ctrl-cl", "index": "frmsize"}, "options"),
 875                 Output({"type": "ctrl-cl", "index": "frmsize"}, "value"),
 876                 Output({"type": "ctrl-cl", "index": "frmsize-all"}, "value"),
 877                 Output({"type": "ctrl-cl", "index": "frmsize-all"}, "options"),
 878                 Output({"type": "ctrl-cl", "index": "tsttype"}, "options"),
 879                 Output({"type": "ctrl-cl", "index": "tsttype"}, "value"),
 880                 Output({"type": "ctrl-cl", "index": "tsttype-all"}, "value"),
 881                 Output({"type": "ctrl-cl", "index": "tsttype-all"}, "options"),
 882                 Output({"type": "ctrl-btn", "index": "add-test"}, "disabled"),
 883                 Output("normalize", "value")
 884             ],
 885             [
 886                 State("store-control-panel", "data"),
 887                 State("store-selected-tests", "data"),
 888                 State({"type": "sel-cl", "index": ALL}, "value")
 889             ],
 890             [
 891                 Input("url", "href"),
 892                 Input("normalize", "value"),
 893
 894                 Input({"type": "ctrl-dd", "index": ALL}, "value"),
 895                 Input({"type": "ctrl-cl", "index": ALL}, "value"),
 896                 Input({"type": "ctrl-btn", "index": ALL}, "n_clicks")
 897             ]
 898         )
 899         def _update_application(
 900                 control_panel: dict,
 901                 store_sel: list,
 902                 lst_sel: list,
 903                 href: str,
 904                 normalize: list,
 905                 *_
 906             ) -> tuple:
 907             """Update the application when the event is detected.
 908             """
 909
 910             ctrl_panel = ControlPanel(CP_PARAMS, control_panel)
 911             on_draw = False
 912
 913             # Parse the url:
 914             parsed_url = url_decode(href)
 915             if parsed_url:
 916                 url_params = parsed_url["params"]
 917             else:
 918                 url_params = None
 919
 920             plotting_area = no_update
 921             row_card_sel_tests = no_update
 922             row_btns_sel_tests = no_update
 923             lg_selected = no_update
 924
 925             trigger = Trigger(callback_context.triggered)
 926
 927             if trigger.type == "url" and url_params:
 928                 try:
 929                     store_sel = literal_eval(url_params["store_sel"][0])
 930                     normalize = literal_eval(url_params["norm"][0])
 931                 except (KeyError, IndexError, AttributeError):
 932                     pass
 933                 if store_sel:
 934                     row_card_sel_tests = C.STYLE_ENABLED
 935                     row_btns_sel_tests = C.STYLE_ENABLED
 936                     last_test = store_sel[-1]
 937                     test = self._spec_tbs[last_test["rls"]][last_test["dut"]]\
 938                         [last_test["dutver"]][last_test["area"]]\
 939                             [last_test["test"]][last_test["phy"]]
 940                     ctrl_panel.set({
 941                         "dd-rls-val": last_test["rls"],
 942                         "dd-dut-val": last_test["dut"],
 943                         "dd-dut-opt": generate_options(
 944                             self._spec_tbs[last_test["rls"]].keys()
 945                         ),
 946                         "dd-dut-dis": False,
 947                         "dd-dutver-val": last_test["dutver"],
 948                         "dd-dutver-opt": generate_options(
 949                             self._spec_tbs[last_test["rls"]]\
 950                                 [last_test["dut"]].keys()
 951                         ),
 952                         "dd-dutver-dis": False,
 953                         "dd-area-val": last_test["area"],
 954                         "dd-area-opt": [
 955                             {"label": label(v), "value": v} for v in \
 956                                 sorted(self._spec_tbs[last_test["rls"]]\
 957                                     [last_test["dut"]]\
 958                                         [last_test["dutver"]].keys())
 959                         ],
 960                         "dd-area-dis": False,
 961                         "dd-test-val": last_test["test"],
 962                         "dd-test-opt": generate_options(
 963                             self._spec_tbs[last_test["rls"]][last_test["dut"]]\
 964                                 [last_test["dutver"]][last_test["area"]].keys()
 965                         ),
 966                         "dd-test-dis": False,
 967                         "dd-phy-val": last_test["phy"],
 968                         "dd-phy-opt": generate_options(
 969                             self._spec_tbs[last_test["rls"]][last_test["dut"]]\
 970                                 [last_test["dutver"]][last_test["area"]]\
 971                                     [last_test["test"]].keys()
 972                         ),
 973                         "dd-phy-dis": False,
 974                         "cl-core-opt": generate_options(test["core"]),
 975                         "cl-core-val": [last_test["core"].upper(), ],
 976                         "cl-core-all-val": list(),
 977                         "cl-core-all-opt": C.CL_ALL_ENABLED,
 978                         "cl-frmsize-opt": generate_options(test["frame-size"]),
 979                         "cl-frmsize-val": [last_test["framesize"].upper(), ],
 980                         "cl-frmsize-all-val": list(),
 981                         "cl-frmsize-all-opt": C.CL_ALL_ENABLED,
 982                         "cl-tsttype-opt": generate_options(test["test-type"]),
 983                         "cl-tsttype-val": [last_test["testtype"].upper(), ],
 984                         "cl-tsttype-all-val": list(),
 985                         "cl-tsttype-all-opt": C.CL_ALL_ENABLED,
 986                         "cl-normalize-val": normalize,
 987                         "btn-add-dis": False
 988                     })
 989                     on_draw = True
 990             elif trigger.type == "normalize":
 991                 ctrl_panel.set({"cl-normalize-val": normalize})
 992                 on_draw = True
 993             elif trigger.type == "ctrl-dd":
 994                 if trigger.idx == "rls":
 995                     try:
 996                         options = generate_options(
 997                             self._spec_tbs[trigger.value].keys()
 998                         )
 999                         disabled = False
1000                     except KeyError:
1001                         options = list()
1002                         disabled = True
1003                     ctrl_panel.set({
1004                         "dd-rls-val": trigger.value,
1005                         "dd-dut-val": str(),
1006                         "dd-dut-opt": options,
1007                         "dd-dut-dis": disabled,
1008                         "dd-dutver-val": str(),
1009                         "dd-dutver-opt": list(),
1010                         "dd-dutver-dis": True,
1011                         "dd-phy-val": str(),
1012                         "dd-phy-opt": list(),
1013                         "dd-phy-dis": True,
1014                         "dd-area-val": str(),
1015                         "dd-area-opt": list(),
1016                         "dd-area-dis": True,
1017                         "dd-test-val": str(),
1018                         "dd-test-opt": list(),
1019                         "dd-test-dis": True,
1020                         "cl-core-opt": list(),
1021                         "cl-core-val": list(),
1022                         "cl-core-all-val": list(),
1023                         "cl-core-all-opt": C.CL_ALL_DISABLED,
1024                         "cl-frmsize-opt": list(),
1025                         "cl-frmsize-val": list(),
1026                         "cl-frmsize-all-val": list(),
1027                         "cl-frmsize-all-opt": C.CL_ALL_DISABLED,
1028                         "cl-tsttype-opt": list(),
1029                         "cl-tsttype-val": list(),
1030                         "cl-tsttype-all-val": list(),
1031                         "cl-tsttype-all-opt": C.CL_ALL_DISABLED,
1032                         "btn-add-dis": True
1033                     })
1034                 elif trigger.idx == "dut":
1035                     try:
1036                         rls = ctrl_panel.get("dd-rls-val")
1037                         dut = self._spec_tbs[rls][trigger.value]
1038                         options = generate_options(dut.keys())
1039                         disabled = False
1040                     except KeyError:
1041                         options = list()
1042                         disabled = True
1043                     ctrl_panel.set({
1044                         "dd-dut-val": trigger.value,
1045                         "dd-dutver-val": str(),
1046                         "dd-dutver-opt": options,
1047                         "dd-dutver-dis": disabled,
1048                         "dd-phy-val": str(),
1049                         "dd-phy-opt": list(),
1050                         "dd-phy-dis": True,
1051                         "dd-area-val": str(),
1052                         "dd-area-opt": list(),
1053                         "dd-area-dis": True,
1054                         "dd-test-val": str(),
1055                         "dd-test-opt": list(),
1056                         "dd-test-dis": True,
1057                         "cl-core-opt": list(),
1058                         "cl-core-val": list(),
1059                         "cl-core-all-val": list(),
1060                         "cl-core-all-opt": C.CL_ALL_DISABLED,
1061                         "cl-frmsize-opt": list(),
1062                         "cl-frmsize-val": list(),
1063                         "cl-frmsize-all-val": list(),
1064                         "cl-frmsize-all-opt": C.CL_ALL_DISABLED,
1065                         "cl-tsttype-opt": list(),
1066                         "cl-tsttype-val": list(),
1067                         "cl-tsttype-all-val": list(),
1068                         "cl-tsttype-all-opt": C.CL_ALL_DISABLED,
1069                         "btn-add-dis": True
1070                     })
1071                 elif trigger.idx == "dutver":
1072                     try:
1073                         rls = ctrl_panel.get("dd-rls-val")
1074                         dut = ctrl_panel.get("dd-dut-val")
1075                         dutver = self._spec_tbs[rls][dut][trigger.value]
1076                         options = [{"label": label(v), "value": v} \
1077                             for v in sorted(dutver.keys())]
1078                         disabled = False
1079                     except KeyError:
1080                         options = list()
1081                         disabled = True
1082                     ctrl_panel.set({
1083                         "dd-dutver-val": trigger.value,
1084                         "dd-area-val": str(),
1085                         "dd-area-opt": options,
1086                         "dd-area-dis": disabled,
1087                         "dd-test-val": str(),
1088                         "dd-test-opt": list(),
1089                         "dd-test-dis": True,
1090                         "dd-phy-val": str(),
1091                         "dd-phy-opt": list(),
1092                         "dd-phy-dis": True,
1093                         "cl-core-opt": list(),
1094                         "cl-core-val": list(),
1095                         "cl-core-all-val": list(),
1096                         "cl-core-all-opt": C.CL_ALL_DISABLED,
1097                         "cl-frmsize-opt": list(),
1098                         "cl-frmsize-val": list(),
1099                         "cl-frmsize-all-val": list(),
1100                         "cl-frmsize-all-opt": C.CL_ALL_DISABLED,
1101                         "cl-tsttype-opt": list(),
1102                         "cl-tsttype-val": list(),
1103                         "cl-tsttype-all-val": list(),
1104                         "cl-tsttype-all-opt": C.CL_ALL_DISABLED,
1105                         "btn-add-dis": True
1106                     })
1107                 elif trigger.idx == "area":
1108                     try:
1109                         rls = ctrl_panel.get("dd-rls-val")
1110                         dut = ctrl_panel.get("dd-dut-val")
1111                         dutver = ctrl_panel.get("dd-dutver-val")
1112                         area = self._spec_tbs[rls][dut][dutver][trigger.value]
1113                         options = generate_options(area.keys())
1114                         disabled = False
1115                     except KeyError:
1116                         options = list()
1117                         disabled = True
1118                     ctrl_panel.set({
1119                         "dd-area-val": trigger.value,
1120                         "dd-test-val": str(),
1121                         "dd-test-opt": options,
1122                         "dd-test-dis": disabled,
1123                         "dd-phy-val": str(),
1124                         "dd-phy-opt": list(),
1125                         "dd-phy-dis": True,
1126                         "cl-core-opt": list(),
1127                         "cl-core-val": list(),
1128                         "cl-core-all-val": list(),
1129                         "cl-core-all-opt": C.CL_ALL_DISABLED,
1130                         "cl-frmsize-opt": list(),
1131                         "cl-frmsize-val": list(),
1132                         "cl-frmsize-all-val": list(),
1133                         "cl-frmsize-all-opt": C.CL_ALL_DISABLED,
1134                         "cl-tsttype-opt": list(),
1135                         "cl-tsttype-val": list(),
1136                         "cl-tsttype-all-val": list(),
1137                         "cl-tsttype-all-opt": C.CL_ALL_DISABLED,
1138                         "btn-add-dis": True
1139                     })
1140                 elif trigger.idx == "test":
1141                     try:
1142                         rls = ctrl_panel.get("dd-rls-val")
1143                         dut = ctrl_panel.get("dd-dut-val")
1144                         dutver = ctrl_panel.get("dd-dutver-val")
1145                         area = ctrl_panel.get("dd-area-val")
1146                         test = self._spec_tbs[rls][dut][dutver][area]\
1147                             [trigger.value]
1148                         options = generate_options(test.keys())
1149                         disabled = False
1150                     except KeyError:
1151                         options = list()
1152                         disabled = True
1153                     ctrl_panel.set({
1154                         "dd-test-val": trigger.value,
1155                         "dd-phy-val": str(),
1156                         "dd-phy-opt": options,
1157                         "dd-phy-dis": disabled,
1158                         "cl-core-opt": list(),
1159                         "cl-core-val": list(),
1160                         "cl-core-all-val": list(),
1161                         "cl-core-all-opt": C.CL_ALL_DISABLED,
1162                         "cl-frmsize-opt": list(),
1163                         "cl-frmsize-val": list(),
1164                         "cl-frmsize-all-val": list(),
1165                         "cl-frmsize-all-opt": C.CL_ALL_DISABLED,
1166                         "cl-tsttype-opt": list(),
1167                         "cl-tsttype-val": list(),
1168                         "cl-tsttype-all-val": list(),
1169                         "cl-tsttype-all-opt": C.CL_ALL_DISABLED,
1170                         "btn-add-dis": True
1171                     })
1172                 elif trigger.idx == "phy":
1173                     rls = ctrl_panel.get("dd-rls-val")
1174                     dut = ctrl_panel.get("dd-dut-val")
1175                     dutver = ctrl_panel.get("dd-dutver-val")
1176                     area = ctrl_panel.get("dd-area-val")
1177                     test = ctrl_panel.get("dd-test-val")
1178                     if all((rls, dut, dutver, area, test, trigger.value, )):
1179                         phy = self._spec_tbs[rls][dut][dutver][area][test]\
1180                             [trigger.value]
1181                         ctrl_panel.set({
1182                             "dd-phy-val": trigger.value,
1183                             "cl-core-opt": generate_options(phy["core"]),
1184                             "cl-core-val": list(),
1185                             "cl-core-all-val": list(),
1186                             "cl-core-all-opt": C.CL_ALL_ENABLED,
1187                             "cl-frmsize-opt": \
1188                                 generate_options(phy["frame-size"]),
1189                             "cl-frmsize-val": list(),
1190                             "cl-frmsize-all-val": list(),
1191                             "cl-frmsize-all-opt": C.CL_ALL_ENABLED,
1192                             "cl-tsttype-opt": \
1193                                 generate_options(phy["test-type"]),
1194                             "cl-tsttype-val": list(),
1195                             "cl-tsttype-all-val": list(),
1196                             "cl-tsttype-all-opt": C.CL_ALL_ENABLED,
1197                             "btn-add-dis": True
1198                         })
1199             elif trigger.type == "ctrl-cl":
1200                 param = trigger.idx.split("-")[0]
1201                 if "-all" in trigger.idx:
1202                     c_sel, c_all, c_id = list(), trigger.value, "all"
1203                 else:
1204                     c_sel, c_all, c_id = trigger.value, list(), str()
1205                 val_sel, val_all = sync_checklists(
1206                     options=ctrl_panel.get(f"cl-{param}-opt"),
1207                     sel=c_sel,
1208                     all=c_all,
1209                     id=c_id
1210                 )
1211                 ctrl_panel.set({
1212                     f"cl-{param}-val": val_sel,
1213                     f"cl-{param}-all-val": val_all,
1214                 })
1215                 if all((ctrl_panel.get("cl-core-val"),
1216                         ctrl_panel.get("cl-frmsize-val"),
1217                         ctrl_panel.get("cl-tsttype-val"), )):
1218                     ctrl_panel.set({"btn-add-dis": False})
1219                 else:
1220                     ctrl_panel.set({"btn-add-dis": True})
1221             elif trigger.type == "ctrl-btn":
1222                 on_draw = True
1223                 if trigger.idx == "add-test":
1224                     rls = ctrl_panel.get("dd-rls-val")
1225                     dut = ctrl_panel.get("dd-dut-val")
1226                     dutver = ctrl_panel.get("dd-dutver-val")
1227                     phy = ctrl_panel.get("dd-phy-val")
1228                     area = ctrl_panel.get("dd-area-val")
1229                     test = ctrl_panel.get("dd-test-val")
1230                     # Add selected test to the list of tests in store:
1231                     if store_sel is None:
1232                         store_sel = list()
1233                     for core in ctrl_panel.get("cl-core-val"):
1234                         for framesize in ctrl_panel.get("cl-frmsize-val"):
1235                             for ttype in ctrl_panel.get("cl-tsttype-val"):
1236                                 if dut == "trex":
1237                                     core = str()
1238                                 tid = "-".join((
1239                                     rls,
1240                                     dut,
1241                                     dutver,
1242                                     phy.replace("af_xdp", "af-xdp"),
1243                                     area,
1244                                     framesize.lower(),
1245                                     core.lower(),
1246                                     test,
1247                                     ttype.lower()
1248                                 ))
1249                                 if tid not in [i["id"] for i in store_sel]:
1250                                     store_sel.append({
1251                                         "id": tid,
1252                                         "rls": rls,
1253                                         "dut": dut,
1254                                         "dutver": dutver,
1255                                         "phy": phy,
1256                                         "area": area,
1257                                         "test": test,
1258                                         "framesize": framesize.lower(),
1259                                         "core": core.lower(),
1260                                         "testtype": ttype.lower()
1261                                     })
1262                     store_sel = sorted(store_sel, key=lambda d: d["id"])
1263                     if C.CLEAR_ALL_INPUTS:
1264                         ctrl_panel.set(ctrl_panel.defaults)
1265                 elif trigger.idx == "rm-test" and lst_sel:
1266                     new_store_sel = list()
1267                     for idx, item in enumerate(store_sel):
1268                         if not lst_sel[idx]:
1269                             new_store_sel.append(item)
1270                     store_sel = new_store_sel
1271                 elif trigger.idx == "rm-test-all":
1272                     store_sel = list()
1273
1274             if on_draw:
1275                 if store_sel:
1276                     lg_selected = get_list_group_items(
1277                         store_sel, "sel-cl", add_index=True
1278                     )
1279                     plotting_area = self._get_plotting_area(
1280                         store_sel,
1281                         bool(normalize),
1282                         gen_new_url(
1283                             parsed_url,
1284                             {"store_sel": store_sel, "norm": normalize}
1285                         )
1286                     )
1287                     row_card_sel_tests = C.STYLE_ENABLED
1288                     row_btns_sel_tests = C.STYLE_ENABLED
1289                 else:
1290                     plotting_area = C.PLACEHOLDER
1291                     row_card_sel_tests = C.STYLE_DISABLED
1292                     row_btns_sel_tests = C.STYLE_DISABLED
1293                     store_sel = list()
1294
1295             ret_val = [
1296                 ctrl_panel.panel,
1297                 store_sel,
1298                 plotting_area,
1299                 row_card_sel_tests,
1300                 row_btns_sel_tests,
1301                 lg_selected
1302             ]
1303             ret_val.extend(ctrl_panel.values)
1304             return ret_val
1305
1306         @app.callback(
1307             Output("plot-mod-url", "is_open"),
1308             [Input("plot-btn-url", "n_clicks")],
1309             [State("plot-mod-url", "is_open")],
1310         )
1311         def toggle_plot_mod_url(n, is_open):
1312             """Toggle the modal window with url.
1313             """
1314             if n:
1315                 return not is_open
1316             return is_open
1317
1318         @app.callback(
1319             Output("download-iterative-data", "data"),
1320             State("store-selected-tests", "data"),
1321             Input("plot-btn-download", "n_clicks"),
1322             prevent_initial_call=True
1323         )
1324         def _download_iterative_data(store_sel, _):
1325             """Download the data
1326
1327             :param store_sel: List of tests selected by user stored in the
1328                 browser.
1329             :type store_sel: list
1330             :returns: dict of data frame content (base64 encoded) and meta data
1331                 used by the Download component.
1332             :rtype: dict
1333             """
1334
1335             if not store_sel:
1336                 raise PreventUpdate
1337
1338             df = pd.DataFrame()
1339             for itm in store_sel:
1340                 sel_data = select_iterative_data(self._data, itm)
1341                 if sel_data is None:
1342                     continue
1343                 df = pd.concat([df, sel_data], ignore_index=True)
1344
1345             return dcc.send_data_frame(df.to_csv, C.REPORT_DOWNLOAD_FILE_NAME)
1346
1347         @app.callback(
1348             Output("metadata-tput-lat", "children"),
1349             Output("metadata-hdrh-graph", "children"),
1350             Output("offcanvas-metadata", "is_open"),
1351             Input({"type": "graph", "index": ALL}, "clickData"),
1352             prevent_initial_call=True
1353         )
1354         def _show_metadata_from_graphs(graph_data: dict) -> tuple:
1355             """Generates the data for the offcanvas displayed when a particular
1356             point in a graph is clicked on.
1357
1358             :param graph_data: The data from the clicked point in the graph.
1359             :type graph_data: dict
1360             :returns: The data to be displayed on the offcanvas and the
1361                 information to show the offcanvas.
1362             :rtype: tuple(list, list, bool)
1363             """
1364
1365             trigger = Trigger(callback_context.triggered)
1366
1367             try:
1368                 idx = 0 if trigger.idx == "tput" else 1
1369                 graph_data = graph_data[idx]["points"]
1370             except (IndexError, KeyError, ValueError, TypeError):
1371                 raise PreventUpdate
1372
1373             def _process_stats(data: list, param: str) -> list:
1374                 """Process statistical data provided by plot.ly box graph.
1375
1376                 :param data: Statistical data provided by plot.ly box graph.
1377                 :param param: Parameter saying if the data come from "tput" or
1378                     "lat" graph.
1379                 :type data: list
1380                 :type param: str
1381                 :returns: Listo of tuples where the first value is the
1382                     statistic's name and the secont one it's value.
1383                 :rtype: list
1384                 """
1385                 if len(data) == 7:
1386                     stats = ("max", "upper fence", "q3", "median", "q1",
1387                             "lower fence", "min")
1388                 elif len(data) == 9:
1389                     stats = ("outlier", "max", "upper fence", "q3", "median",
1390                             "q1", "lower fence", "min", "outlier")
1391                 elif len(data) == 1:
1392                     if param == "lat":
1393                         stats = ("average latency at 50% PDR", )
1394                     else:
1395                         stats = ("throughput", )
1396                 else:
1397                     return list()
1398                 unit = " [us]" if param == "lat" else str()
1399                 return [(f"{stat}{unit}", f"{value['y']:,.0f}")
1400                         for stat, value in zip(stats, data)]
1401
1402             customdata = graph_data[0].get("customdata", dict())
1403             datapoint = customdata.get("metadata", dict())
1404             hdrh_data = customdata.get("hdrh", dict())
1405
1406             list_group_items = list()
1407             for k, v in datapoint.items():
1408                 if k == "csit-ref":
1409                     if len(graph_data) > 1:
1410                         continue
1411                     list_group_item = dbc.ListGroupItem([
1412                         dbc.Badge(k),
1413                         html.A(v, href=f"{C.URL_JENKINS}{v}", target="_blank")
1414                     ])
1415                 else:
1416                     list_group_item = dbc.ListGroupItem([dbc.Badge(k), v])
1417                 list_group_items.append(list_group_item)
1418
1419             graph = list()
1420             if trigger.idx == "tput":
1421                 title = "Throughput"
1422             elif trigger.idx == "lat":
1423                 title = "Latency"
1424                 if len(graph_data) == 1:
1425                     if hdrh_data:
1426                         graph = [dbc.Card(
1427                             class_name="gy-2 p-0",
1428                             children=[
1429                                 dbc.CardHeader(hdrh_data.pop("name")),
1430                                 dbc.CardBody(dcc.Graph(
1431                                     id="hdrh-latency-graph",
1432                                     figure=graph_hdrh_latency(
1433                                         hdrh_data, self._graph_layout
1434                                     )
1435                                 ))
1436                             ])
1437                         ]
1438             else:
1439                 raise PreventUpdate
1440
1441             for k, v in _process_stats(graph_data, trigger.idx):
1442                 list_group_items.append(dbc.ListGroupItem([dbc.Badge(k), v]))
1443
1444             metadata = [
1445                 dbc.Card(
1446                     class_name="gy-2 p-0",
1447                     children=[
1448                         dbc.CardHeader(children=[
1449                             dcc.Clipboard(
1450                                 target_id="tput-lat-metadata",
1451                                 title="Copy",
1452                                 style={"display": "inline-block"}
1453                             ),
1454                             title
1455                         ]),
1456                         dbc.CardBody(
1457                             dbc.ListGroup(list_group_items, flush=True),
1458                             id="tput-lat-metadata",
1459                             class_name="p-0"
1460                         )
1461                     ]
1462                 )
1463             ]
1464
1465             return metadata, graph, True
1466
1467         @app.callback(
1468             Output("offcanvas-documentation", "is_open"),
1469             Input("btn-documentation", "n_clicks"),
1470             State("offcanvas-documentation", "is_open")
1471         )
1472         def toggle_offcanvas_documentation(n_clicks, is_open):
1473             if n_clicks:
1474                 return not is_open
1475             return is_open