# Copyright (c) 2022 Cisco and/or its affiliates. # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at: # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. """Plotly Dash HTML layout override. """ import logging import pandas as pd import dash_bootstrap_components as dbc from flask import Flask from dash import dcc from dash import html from dash import callback_context, no_update, ALL from dash import Input, Output, State from dash.exceptions import PreventUpdate from yaml import load, FullLoader, YAMLError from datetime import datetime, timedelta from copy import deepcopy from json import loads, JSONDecodeError from ast import literal_eval from ..utils.constants import Constants as C from ..utils.utils import show_tooltip, label, sync_checklists, list_tests, \ get_date, gen_new_url, generate_options from ..utils.url_processing import url_decode from ..data.data import Data from .graphs import graph_trending, graph_hdrh_latency, \ select_trending_data class Layout: """The layout of the dash app and the callbacks. """ def __init__(self, app: Flask, html_layout_file: str, graph_layout_file: str, data_spec_file: str, tooltip_file: str, time_period: str=None) -> None: """Initialization: - save the input parameters, - read and pre-process the data, - prepare data for the control panel, - read HTML layout file, - read tooltips from the tooltip file. :param app: Flask application running the dash application. :param html_layout_file: Path and name of the file specifying the HTML layout of the dash application. :param graph_layout_file: Path and name of the file with layout of plot.ly graphs. :param data_spec_file: Path and name of the file specifying the data to be read from parquets for this application. :param tooltip_file: Path and name of the yaml file specifying the tooltips. :param time_period: It defines the time period for data read from the parquets in days from now back to the past. :type app: Flask :type html_layout_file: str :type graph_layout_file: str :type data_spec_file: str :type tooltip_file: str :type time_period: int """ # Inputs self._app = app self._html_layout_file = html_layout_file self._graph_layout_file = graph_layout_file self._data_spec_file = data_spec_file self._tooltip_file = tooltip_file self._time_period = time_period # Read the data: data_mrr = Data( data_spec_file=self._data_spec_file, debug=True ).read_trending_mrr(days=self._time_period) data_ndrpdr = Data( data_spec_file=self._data_spec_file, debug=True ).read_trending_ndrpdr(days=self._time_period) self._data = pd.concat([data_mrr, data_ndrpdr], ignore_index=True) data_time_period = \ (datetime.utcnow() - self._data["start_time"].min()).days if self._time_period > data_time_period: self._time_period = data_time_period # Get structure of tests: tbs = dict() for _, row in self._data[["job", "test_id"]].drop_duplicates().\ iterrows(): lst_job = row["job"].split("-") dut = lst_job[1] ttype = lst_job[3] tbed = "-".join(lst_job[-2:]) lst_test = row["test_id"].split(".") if dut == "dpdk": area = "dpdk" else: area = "-".join(lst_test[3:-2]) suite = lst_test[-2].replace("2n1l-", "").replace("1n1l-", "").\ replace("2n-", "") test = lst_test[-1] nic = suite.split("-")[0] for drv in C.DRIVERS: if drv in test: if drv == "af-xdp": driver = "af_xdp" else: driver = drv test = test.replace(f"{drv}-", "") break else: driver = "dpdk" infra = "-".join((tbed, nic, driver)) lst_test = test.split("-") framesize = lst_test[0] core = lst_test[1] if lst_test[1] else "8C" test = "-".join(lst_test[2: -1]) if tbs.get(dut, None) is None: tbs[dut] = dict() if tbs[dut].get(infra, None) is None: tbs[dut][infra] = dict() if tbs[dut][infra].get(area, None) is None: tbs[dut][infra][area] = dict() if tbs[dut][infra][area].get(test, None) is None: tbs[dut][infra][area][test] = dict() tbs[dut][infra][area][test]["core"] = list() tbs[dut][infra][area][test]["frame-size"] = list() tbs[dut][infra][area][test]["test-type"] = list() if core.upper() not in tbs[dut][infra][area][test]["core"]: tbs[dut][infra][area][test]["core"].append(core.upper()) if framesize.upper() not in \ tbs[dut][infra][area][test]["frame-size"]: tbs[dut][infra][area][test]["frame-size"].append( framesize.upper()) if ttype == "mrr": if "MRR" not in tbs[dut][infra][area][test]["test-type"]: tbs[dut][infra][area][test]["test-type"].append("MRR") elif ttype == "ndrpdr": if "NDR" not in tbs[dut][infra][area][test]["test-type"]: tbs[dut][infra][area][test]["test-type"].extend( ("NDR", "PDR")) self._spec_tbs = tbs # Read from files: self._html_layout = "" self._graph_layout = None self._tooltips = dict() try: with open(self._html_layout_file, "r") as file_read: self._html_layout = file_read.read() except IOError as err: raise RuntimeError( f"Not possible to open the file {self._html_layout_file}\n{err}" ) try: with open(self._graph_layout_file, "r") as file_read: self._graph_layout = load(file_read, Loader=FullLoader) except IOError as err: raise RuntimeError( f"Not possible to open the file {self._graph_layout_file}\n" f"{err}" ) except YAMLError as err: raise RuntimeError( f"An error occurred while parsing the specification file " f"{self._graph_layout_file}\n{err}" ) try: with open(self._tooltip_file, "r") as file_read: self._tooltips = load(file_read, Loader=FullLoader) except IOError as err: logging.warning( f"Not possible to open the file {self._tooltip_file}\n{err}" ) except YAMLError as err: logging.warning( f"An error occurred while parsing the specification file " f"{self._tooltip_file}\n{err}" ) # Callbacks: if self._app is not None and hasattr(self, 'callbacks'): self.callbacks(self._app) @property def html_layout(self): return self._html_layout @property def spec_tbs(self): return self._spec_tbs @property def data(self): return self._data @property def layout(self): return self._graph_layout @property def time_period(self): return self._time_period def add_content(self): """Top level method which generated the web page. It generates: - Store for user input data, - Navigation bar, - Main area with control panel and ploting area. If no HTML layout is provided, an error message is displayed instead. :returns: The HTML div with the whole page. :rtype: html.Div """ if self.html_layout and self.spec_tbs: return html.Div( id="div-main", children=[ dbc.Row( id="row-navbar", class_name="g-0", children=[ self._add_navbar(), ] ), dcc.Loading( dbc.Offcanvas( class_name="w-50", id="offcanvas-metadata", title="Throughput And Latency", placement="end", is_open=False, children=[ dbc.Row(id="metadata-tput-lat"), dbc.Row(id="metadata-hdrh-graph"), ] ) ), dbc.Row( id="row-main", class_name="g-0", children=[ dcc.Store(id="selected-tests"), dcc.Store(id="control-panel"), dcc.Location(id="url", refresh=False), self._add_ctrl_col(), self._add_plotting_col(), ] ) ] ) else: return html.Div( id="div-main-error", children=[ dbc.Alert( [ "An Error Occured", ], color="danger", ), ] ) def _add_navbar(self): """Add nav element with navigation panel. It is placed on the top. :returns: Navigation bar. :rtype: dbc.NavbarSimple """ return dbc.NavbarSimple( id="navbarsimple-main", children=[ dbc.NavItem( dbc.NavLink( "Continuous Performance Trending", disabled=True, external_link=True, href="#" ) ) ], brand="Dashboard", brand_href="/", brand_external_link=True, class_name="p-2", fluid=True, ) def _add_ctrl_col(self) -> dbc.Col: """Add column with controls. It is placed on the left side. :returns: Column with the control panel. :rtype: dbc.Col """ return dbc.Col( id="col-controls", children=[ self._add_ctrl_panel(), ], ) def _add_plotting_col(self) -> dbc.Col: """Add column with plots and tables. It is placed on the right side. :returns: Column with tables. :rtype: dbc.Col """ return dbc.Col( id="col-plotting-area", children=[ dcc.Loading( children=[ dbc.Row( # Throughput id="row-graph-tput", class_name="g-0 p-2", children=[ C.PLACEHOLDER ] ), dbc.Row( # Latency id="row-graph-lat", class_name="g-0 p-2", children=[ C.PLACEHOLDER ] ), dbc.Row( # Download id="row-btn-download", class_name="g-0 p-2", children=[ C.PLACEHOLDER ] ) ] ) ], width=9, ) def _add_ctrl_panel(self) -> dbc.Row: """Add control panel. :returns: Control panel. :rtype: dbc.Row """ return dbc.Row( id="row-ctrl-panel", class_name="g-0 p-2", children=[ dbc.Row( class_name="g-0", children=[ dbc.InputGroup( [ dbc.InputGroupText( children=show_tooltip(self._tooltips, "help-dut", "DUT") ), dbc.Select( id="dd-ctrl-dut", placeholder=( "Select a Device under Test..." ), options=sorted( [ {"label": k, "value": k} \ for k in self.spec_tbs.keys() ], key=lambda d: d["label"] ) ) ], class_name="mb-3", size="sm", ), ] ), dbc.Row( class_name="g-0", children=[ dbc.InputGroup( [ dbc.InputGroupText( children=show_tooltip(self._tooltips, "help-infra", "Infra") ), dbc.Select( id="dd-ctrl-phy", placeholder=( "Select a Physical Test Bed " "Topology..." ) ) ], class_name="mb-3", size="sm", ), ] ), dbc.Row( class_name="g-0", children=[ dbc.InputGroup( [ dbc.InputGroupText( children=show_tooltip(self._tooltips, "help-area", "Area") ), dbc.Select( id="dd-ctrl-area", placeholder="Select an Area...", disabled=True, ), ], class_name="mb-3", size="sm", ), ] ), dbc.Row( class_name="g-0", children=[ dbc.InputGroup( [ dbc.InputGroupText( children=show_tooltip(self._tooltips, "help-test", "Test") ), dbc.Select( id="dd-ctrl-test", placeholder="Select a Test...", disabled=True, ), ], class_name="mb-3", size="sm", ), ] ), dbc.Row( id="row-ctrl-framesize", class_name="gy-1", children=[ dbc.Label( children=show_tooltip(self._tooltips, "help-framesize", "Frame Size"), class_name="p-0" ), dbc.Col( children=[ dbc.Checklist( id="cl-ctrl-framesize-all", options=C.CL_ALL_DISABLED, inline=True, switch=False ), ], width=3 ), dbc.Col( children=[ dbc.Checklist( id="cl-ctrl-framesize", inline=True, switch=False ) ] ) ] ), dbc.Row( id="row-ctrl-core", class_name="gy-1", children=[ dbc.Label( children=show_tooltip(self._tooltips, "help-cores", "Number of Cores"), class_name="p-0" ), dbc.Col( children=[ dbc.Checklist( id="cl-ctrl-core-all", options=C.CL_ALL_DISABLED, inline=False, switch=False ) ], width=3 ), dbc.Col( children=[ dbc.Checklist( id="cl-ctrl-core", inline=True, switch=False ) ] ) ] ), dbc.Row( id="row-ctrl-testtype", class_name="gy-1", children=[ dbc.Label( children=show_tooltip(self._tooltips, "help-ttype", "Test Type"), class_name="p-0" ), dbc.Col( children=[ dbc.Checklist( id="cl-ctrl-testtype-all", options=C.CL_ALL_DISABLED, inline=True, switch=False ), ], width=3 ), dbc.Col( children=[ dbc.Checklist( id="cl-ctrl-testtype", inline=True, switch=False ) ] ) ] ), dbc.Row( id="row-ctrl-normalize", class_name="gy-1", children=[ dbc.Label( children=show_tooltip(self._tooltips, "help-normalize", "Normalize"), class_name="p-0" ), dbc.Col( children=[ dbc.Checklist( id="cl-ctrl-normalize", options=[{ "value": "normalize", "label": ( "Normalize results to CPU" "frequency 2GHz" ) }], value=[], inline=True, switch=False ), ] ) ] ), dbc.Row( class_name="gy-1 p-0", children=[ dbc.ButtonGroup( [ dbc.Button( id="btn-ctrl-add", children="Add Selected", class_name="me-1", color="info" ) ], size="md", ) ] ), dbc.Row( class_name="gy-1", children=[ dbc.Label( class_name="gy-1", children=show_tooltip(self._tooltips, "help-time-period", "Time Period"), ), dcc.DatePickerRange( id="dpr-period", className="d-flex justify-content-center", min_date_allowed=\ datetime.utcnow() - timedelta( days=self.time_period), max_date_allowed=datetime.utcnow(), initial_visible_month=datetime.utcnow(), start_date=\ datetime.utcnow() - timedelta( days=self.time_period), end_date=datetime.utcnow(), display_format="D MMM YY" ) ] ), dbc.Row( id="row-card-sel-tests", class_name="gy-1", style=C.STYLE_DISABLED, children=[ dbc.Label( "Selected tests", class_name="p-0" ), dbc.Checklist( class_name="overflow-auto", id="cl-selected", options=[], inline=False, style={"max-height": "12em"}, ) ], ), dbc.Row( id="row-btns-sel-tests", style=C.STYLE_DISABLED, children=[ dbc.ButtonGroup( class_name="gy-2", children=[ dbc.Button( id="btn-sel-remove", children="Remove Selected", class_name="w-100 me-1", color="info", disabled=False ), dbc.Button( id="btn-sel-remove-all", children="Remove All", class_name="w-100 me-1", color="info", disabled=False ), ], size="md", ) ] ), ] ) class ControlPanel: """A class representing the control panel. """ def __init__(self, panel: dict) -> None: """Initialisation of the control pannel by default values. If particular values are provided (parameter "panel") they are set afterwards. :param panel: Custom values to be set to the control panel. :param default: Default values to be set to the control panel. :type panel: dict :type defaults: dict """ # Defines also the order of keys self._defaults = { "dd-ctrl-dut-value": str(), "dd-ctrl-phy-options": list(), "dd-ctrl-phy-disabled": True, "dd-ctrl-phy-value": str(), "dd-ctrl-area-options": list(), "dd-ctrl-area-disabled": True, "dd-ctrl-area-value": str(), "dd-ctrl-test-options": list(), "dd-ctrl-test-disabled": True, "dd-ctrl-test-value": str(), "cl-ctrl-core-options": list(), "cl-ctrl-core-value": list(), "cl-ctrl-core-all-value": list(), "cl-ctrl-core-all-options": C.CL_ALL_DISABLED, "cl-ctrl-framesize-options": list(), "cl-ctrl-framesize-value": list(), "cl-ctrl-framesize-all-value": list(), "cl-ctrl-framesize-all-options": C.CL_ALL_DISABLED, "cl-ctrl-testtype-options": list(), "cl-ctrl-testtype-value": list(), "cl-ctrl-testtype-all-value": list(), "cl-ctrl-testtype-all-options": C.CL_ALL_DISABLED, "btn-ctrl-add-disabled": True, "cl-normalize-value": list(), "cl-selected-options": list(), "dpr-start-date": datetime.utcnow() - \ timedelta(days=C.TIME_PERIOD), "dpr-end-date": datetime.utcnow() } self._panel = deepcopy(self._defaults) if panel: for key in self._defaults: self._panel[key] = panel[key] @property def defaults(self) -> dict: return self._defaults @property def panel(self) -> dict: return self._panel def set(self, kwargs: dict) -> None: """Set the values of the Control panel. :param kwargs: key - value pairs to be set. :type kwargs: dict :raises KeyError: If the key in kwargs is not present in the Control panel. """ for key, val in kwargs.items(): if key in self._panel: self._panel[key] = val else: raise KeyError(f"The key {key} is not defined.") def get(self, key: str) -> any: """Returns the value of a key from the Control panel. :param key: The key which value should be returned. :type key: str :returns: The value of the key. :rtype: any :raises KeyError: If the key in kwargs is not present in the Control panel. """ return self._panel[key] def values(self) -> tuple: """Returns the values from the Control panel as a list. :returns: The values from the Control panel. :rtype: list """ return tuple(self._panel.values()) def callbacks(self, app): """Callbacks for the whole application. :param app: The application. :type app: Flask """ def _generate_plotting_area(figs: tuple, url: str) -> tuple: """Generate the plotting area with all its content. :param figs: Figures to be placed in the plotting area. :param utl: The URL to be placed in the plotting area bellow the tables. :type figs: tuple of plotly.graph_objects.Figure :type url: str :returns: tuple of elements to be shown in the plotting area. :rtype: tuple(dcc.Graph, dcc.Graph, list(dbc.Col, dbc.Col)) """ (fig_tput, fig_lat) = figs row_fig_tput = C.PLACEHOLDER row_fig_lat = C.PLACEHOLDER row_btn_dwnld = C.PLACEHOLDER if fig_tput: row_fig_tput = [ dcc.Graph( id={"type": "graph", "index": "tput"}, figure=fig_tput ) ] row_btn_dwnld = [ dbc.Col( # Download width=2, children=[ dcc.Loading(children=[ dbc.Button( id="btn-download-data", children=show_tooltip(self._tooltips, "help-download", "Download Data"), class_name="me-1", color="info" ), dcc.Download(id="download-data") ]), ] ), dbc.Col( # Show URL width=10, children=[ dbc.InputGroup( class_name="me-1", children=[ dbc.InputGroupText( style=C.URL_STYLE, children=show_tooltip(self._tooltips, "help-url", "URL", "input-url") ), dbc.Input( id="input-url", readonly=True, type="url", style=C.URL_STYLE, value=url ) ] ) ] ) ] if fig_lat: row_fig_lat = [ dcc.Graph( id={"type": "graph", "index": "lat"}, figure=fig_lat ) ] return row_fig_tput, row_fig_lat, row_btn_dwnld @app.callback( Output("control-panel", "data"), # Store Output("selected-tests", "data"), # Store Output("row-graph-tput", "children"), Output("row-graph-lat", "children"), Output("row-btn-download", "children"), Output("row-card-sel-tests", "style"), Output("row-btns-sel-tests", "style"), Output("dd-ctrl-dut", "value"), Output("dd-ctrl-phy", "options"), Output("dd-ctrl-phy", "disabled"), Output("dd-ctrl-phy", "value"), Output("dd-ctrl-area", "options"), Output("dd-ctrl-area", "disabled"), Output("dd-ctrl-area", "value"), Output("dd-ctrl-test", "options"), Output("dd-ctrl-test", "disabled"), Output("dd-ctrl-test", "value"), Output("cl-ctrl-core", "options"), Output("cl-ctrl-core", "value"), Output("cl-ctrl-core-all", "value"), Output("cl-ctrl-core-all", "options"), Output("cl-ctrl-framesize", "options"), Output("cl-ctrl-framesize", "value"), Output("cl-ctrl-framesize-all", "value"), Output("cl-ctrl-framesize-all", "options"), Output("cl-ctrl-testtype", "options"), Output("cl-ctrl-testtype", "value"), Output("cl-ctrl-testtype-all", "value"), Output("cl-ctrl-testtype-all", "options"), Output("btn-ctrl-add", "disabled"), Output("cl-ctrl-normalize", "value"), Output("cl-selected", "options"), # User selection Output("dpr-period", "start_date"), Output("dpr-period", "end_date"), State("control-panel", "data"), # Store State("selected-tests", "data"), # Store State("cl-selected", "value"), # User selection Input("dd-ctrl-dut", "value"), Input("dd-ctrl-phy", "value"), Input("dd-ctrl-area", "value"), Input("dd-ctrl-test", "value"), Input("cl-ctrl-core", "value"), Input("cl-ctrl-core-all", "value"), Input("cl-ctrl-framesize", "value"), Input("cl-ctrl-framesize-all", "value"), Input("cl-ctrl-testtype", "value"), Input("cl-ctrl-testtype-all", "value"), Input("cl-ctrl-normalize", "value"), Input("btn-ctrl-add", "n_clicks"), Input("dpr-period", "start_date"), Input("dpr-period", "end_date"), Input("btn-sel-remove", "n_clicks"), Input("btn-sel-remove-all", "n_clicks"), Input("url", "href") ) def _update_ctrl_panel(cp_data: dict, store_sel: list, list_sel: list, dd_dut: str, dd_phy: str, dd_area: str, dd_test: str, cl_core: list, cl_core_all: list, cl_framesize: list, cl_framesize_all: list, cl_testtype: list, cl_testtype_all: list, cl_normalize: list, btn_add: int, d_start: str, d_end: str, btn_remove: int, btn_remove_all: int, href: str) -> tuple: """Update the application when the event is detected. :param cp_data: Current status of the control panel stored in browser. :param store_sel: List of tests selected by user stored in the browser. :param list_sel: List of tests selected by the user shown in the checklist. :param dd_dut: Input - DUTs. :param dd_phy: Input - topo- arch-nic-driver. :param dd_area: Input - Tested area. :param dd_test: Input - Test. :param cl_core: Input - Number of cores. :param cl_core_all: Input - All numbers of cores. :param cl_framesize: Input - Frame sizes. :param cl_framesize_all: Input - All frame sizes. :param cl_testtype: Input - Test type (NDR, PDR, MRR). :param cl_testtype_all: Input - All test types. :param cl_normalize: Input - Normalize the results. :param btn_add: Input - Button "Add Selected" tests. :param d_start: Date and time where the data processing starts. :param d_end: Date and time where the data processing ends. :param btn_remove: Input - Button "Remove selected" tests. :param btn_remove_all: Input - Button "Remove All" tests. :param href: Input - The URL provided by the browser. :type cp_data: dict :type store_sel: list :type list_sel: list :type dd_dut: str :type dd_phy: str :type dd_area: str :type dd_test: str :type cl_core: list :type cl_core_all: list :type cl_framesize: list :type cl_framesize_all: list :type cl_testtype: list :type cl_testtype_all: list :type cl_normalize: list :type btn_add: int :type d_start: str :type d_end: str :type btn_remove: int :type btn_remove_all: int :type href: str :returns: New values for web page elements. :rtype: tuple """ ctrl_panel = self.ControlPanel(cp_data) norm = cl_normalize d_start = get_date(d_start) d_end = get_date(d_end) # Parse the url: parsed_url = url_decode(href) if parsed_url: url_params = parsed_url["params"] else: url_params = None row_fig_tput = no_update row_fig_lat = no_update row_btn_dwnld = no_update row_card_sel_tests = no_update row_btns_sel_tests = no_update trigger_id = callback_context.triggered[0]["prop_id"].split(".")[0] if trigger_id == "dd-ctrl-dut": try: options = \ generate_options(sorted(self.spec_tbs[dd_dut].keys())) disabled = False except KeyError: options = list() disabled = True ctrl_panel.set({ "dd-ctrl-dut-value": dd_dut, "dd-ctrl-phy-value": str(), "dd-ctrl-phy-options": options, "dd-ctrl-phy-disabled": disabled, "dd-ctrl-area-value": str(), "dd-ctrl-area-options": list(), "dd-ctrl-area-disabled": True, "dd-ctrl-test-value": str(), "dd-ctrl-test-options": list(), "dd-ctrl-test-disabled": True, "cl-ctrl-core-options": list(), "cl-ctrl-core-value": list(), "cl-ctrl-core-all-value": list(), "cl-ctrl-core-all-options": C.CL_ALL_DISABLED, "cl-ctrl-framesize-options": list(), "cl-ctrl-framesize-value": list(), "cl-ctrl-framesize-all-value": list(), "cl-ctrl-framesize-all-options": C.CL_ALL_DISABLED, "cl-ctrl-testtype-options": list(), "cl-ctrl-testtype-value": list(), "cl-ctrl-testtype-all-value": list(), "cl-ctrl-testtype-all-options": C.CL_ALL_DISABLED, }) elif trigger_id == "dd-ctrl-phy": try: dut = ctrl_panel.get("dd-ctrl-dut-value") phy = self.spec_tbs[dut][dd_phy] options = [{"label": label(v), "value": v} \ for v in sorted(phy.keys())] disabled = False except KeyError: options = list() disabled = True ctrl_panel.set({ "dd-ctrl-phy-value": dd_phy, "dd-ctrl-area-value": str(), "dd-ctrl-area-options": options, "dd-ctrl-area-disabled": disabled, "dd-ctrl-test-value": str(), "dd-ctrl-test-options": list(), "dd-ctrl-test-disabled": True, "cl-ctrl-core-options": list(), "cl-ctrl-core-value": list(), "cl-ctrl-core-all-value": list(), "cl-ctrl-core-all-options": C.CL_ALL_DISABLED, "cl-ctrl-framesize-options": list(), "cl-ctrl-framesize-value": list(), "cl-ctrl-framesize-all-value": list(), "cl-ctrl-framesize-all-options": C.CL_ALL_DISABLED, "cl-ctrl-testtype-options": list(), "cl-ctrl-testtype-value": list(), "cl-ctrl-testtype-all-value": list(), "cl-ctrl-testtype-all-options": C.CL_ALL_DISABLED, }) elif trigger_id == "dd-ctrl-area": try: dut = ctrl_panel.get("dd-ctrl-dut-value") phy = ctrl_panel.get("dd-ctrl-phy-value") area = self.spec_tbs[dut][phy][dd_area] options = generate_options(sorted(area.keys())) disabled = False except KeyError: options = list() disabled = True ctrl_panel.set({ "dd-ctrl-area-value": dd_area, "dd-ctrl-test-value": str(), "dd-ctrl-test-options": options, "dd-ctrl-test-disabled": disabled, "cl-ctrl-core-options": list(), "cl-ctrl-core-value": list(), "cl-ctrl-core-all-value": list(), "cl-ctrl-core-all-options": C.CL_ALL_DISABLED, "cl-ctrl-framesize-options": list(), "cl-ctrl-framesize-value": list(), "cl-ctrl-framesize-all-value": list(), "cl-ctrl-framesize-all-options": C.CL_ALL_DISABLED, "cl-ctrl-testtype-options": list(), "cl-ctrl-testtype-value": list(), "cl-ctrl-testtype-all-value": list(), "cl-ctrl-testtype-all-options": C.CL_ALL_DISABLED, }) elif trigger_id == "dd-ctrl-test": dut = ctrl_panel.get("dd-ctrl-dut-value") phy = ctrl_panel.get("dd-ctrl-phy-value") area = ctrl_panel.get("dd-ctrl-area-value") if all((dut, phy, area, dd_test, )): test = self.spec_tbs[dut][phy][area][dd_test] ctrl_panel.set({ "dd-ctrl-test-value": dd_test, "cl-ctrl-core-options": \ generate_options(sorted(test["core"])), "cl-ctrl-core-value": list(), "cl-ctrl-core-all-value": list(), "cl-ctrl-core-all-options": C.CL_ALL_ENABLED, "cl-ctrl-framesize-options": \ generate_options(sorted(test["frame-size"])), "cl-ctrl-framesize-value": list(), "cl-ctrl-framesize-all-value": list(), "cl-ctrl-framesize-all-options": C.CL_ALL_ENABLED, "cl-ctrl-testtype-options": \ generate_options(sorted(test["test-type"])), "cl-ctrl-testtype-value": list(), "cl-ctrl-testtype-all-value": list(), "cl-ctrl-testtype-all-options": C.CL_ALL_ENABLED, }) elif trigger_id == "cl-ctrl-core": val_sel, val_all = sync_checklists( options=ctrl_panel.get("cl-ctrl-core-options"), sel=cl_core, all=list(), id="" ) ctrl_panel.set({ "cl-ctrl-core-value": val_sel, "cl-ctrl-core-all-value": val_all, }) elif trigger_id == "cl-ctrl-core-all": val_sel, val_all = sync_checklists( options = ctrl_panel.get("cl-ctrl-core-options"), sel=list(), all=cl_core_all, id="all" ) ctrl_panel.set({ "cl-ctrl-core-value": val_sel, "cl-ctrl-core-all-value": val_all, }) elif trigger_id == "cl-ctrl-framesize": val_sel, val_all = sync_checklists( options = ctrl_panel.get("cl-ctrl-framesize-options"), sel=cl_framesize, all=list(), id="" ) ctrl_panel.set({ "cl-ctrl-framesize-value": val_sel, "cl-ctrl-framesize-all-value": val_all, }) elif trigger_id == "cl-ctrl-framesize-all": val_sel, val_all = sync_checklists( options = ctrl_panel.get("cl-ctrl-framesize-options"), sel=list(), all=cl_framesize_all, id="all" ) ctrl_panel.set({ "cl-ctrl-framesize-value": val_sel, "cl-ctrl-framesize-all-value": val_all, }) elif trigger_id == "cl-ctrl-testtype": val_sel, val_all = sync_checklists( options = ctrl_panel.get("cl-ctrl-testtype-options"), sel=cl_testtype, all=list(), id="" ) ctrl_panel.set({ "cl-ctrl-testtype-value": val_sel, "cl-ctrl-testtype-all-value": val_all, }) elif trigger_id == "cl-ctrl-testtype-all": val_sel, val_all = sync_checklists( options = ctrl_panel.get("cl-ctrl-testtype-options"), sel=list(), all=cl_testtype_all, id="all" ) ctrl_panel.set({ "cl-ctrl-testtype-value": val_sel, "cl-ctrl-testtype-all-value": val_all, }) elif trigger_id == "btn-ctrl-add": _ = btn_add dut = ctrl_panel.get("dd-ctrl-dut-value") phy = ctrl_panel.get("dd-ctrl-phy-value") area = ctrl_panel.get("dd-ctrl-area-value") test = ctrl_panel.get("dd-ctrl-test-value") cores = ctrl_panel.get("cl-ctrl-core-value") framesizes = ctrl_panel.get("cl-ctrl-framesize-value") testtypes = ctrl_panel.get("cl-ctrl-testtype-value") # Add selected test to the list of tests in store: if all((dut, phy, area, test, cores, framesizes, testtypes)): if store_sel is None: store_sel = list() for core in cores: for framesize in framesizes: for ttype in testtypes: if dut == "trex": core = str() tid = "-".join(( dut, phy.replace('af_xdp', 'af-xdp'), area, framesize.lower(), core.lower(), test, ttype.lower() )) if tid not in [itm["id"] for itm in store_sel]: store_sel.append({ "id": tid, "dut": dut, "phy": phy, "area": area, "test": test, "framesize": framesize.lower(), "core": core.lower(), "testtype": ttype.lower() }) store_sel = sorted(store_sel, key=lambda d: d["id"]) row_card_sel_tests = C.STYLE_ENABLED row_btns_sel_tests = C.STYLE_ENABLED if C.CLEAR_ALL_INPUTS: ctrl_panel.set(ctrl_panel.defaults) elif trigger_id == "btn-sel-remove-all": _ = btn_remove_all row_fig_tput = C.PLACEHOLDER row_fig_lat = C.PLACEHOLDER row_btn_dwnld = C.PLACEHOLDER row_card_sel_tests = C.STYLE_DISABLED row_btns_sel_tests = C.STYLE_DISABLED store_sel = list() ctrl_panel.set({"cl-selected-options": list()}) elif trigger_id == "btn-sel-remove": _ = btn_remove if list_sel: new_store_sel = list() for item in store_sel: if item["id"] not in list_sel: new_store_sel.append(item) store_sel = new_store_sel elif trigger_id == "url": if url_params: try: store_sel = literal_eval(url_params["store_sel"][0]) d_start = get_date(url_params["start"][0]) d_end = get_date(url_params["end"][0]) norm = literal_eval(url_params["norm"][0]) except (KeyError, IndexError): pass if store_sel: row_card_sel_tests = C.STYLE_ENABLED row_btns_sel_tests = C.STYLE_ENABLED last_test = store_sel[-1] test = self.spec_tbs[last_test["dut"]]\ [last_test["phy"]][last_test["area"]]\ [last_test["test"]] ctrl_panel.set({ "dd-ctrl-dut-value": last_test["dut"], "dd-ctrl-phy-value": last_test["phy"], "dd-ctrl-phy-options": generate_options(sorted( self.spec_tbs[last_test["dut"]].keys())), "dd-ctrl-phy-disabled": False, "dd-ctrl-area-value": last_test["area"], "dd-ctrl-area-options": [ {"label": label(v), "value": v} \ for v in sorted( self.spec_tbs[last_test["dut"]]\ [last_test["phy"]].keys()) ], "dd-ctrl-area-disabled": False, "dd-ctrl-test-value": last_test["test"], "dd-ctrl-test-options": generate_options(sorted( self.spec_tbs[last_test["dut"]]\ [last_test["phy"]]\ [last_test["area"]].keys())), "dd-ctrl-test-disabled": False, "cl-ctrl-core-options": generate_options(sorted( test["core"])), "cl-ctrl-core-value": [last_test["core"].upper(), ], "cl-ctrl-core-all-value": list(), "cl-ctrl-core-all-options": C.CL_ALL_ENABLED, "cl-ctrl-framesize-options": generate_options( sorted(test["frame-size"])), "cl-ctrl-framesize-value": \ [last_test["framesize"].upper(), ], "cl-ctrl-framesize-all-value": list(), "cl-ctrl-framesize-all-options": C.CL_ALL_ENABLED, "cl-ctrl-testtype-options": generate_options(sorted( test["test-type"])), "cl-ctrl-testtype-value": \ [last_test["testtype"].upper(), ], "cl-ctrl-testtype-all-value": list(), "cl-ctrl-testtype-all-options": C.CL_ALL_ENABLED }) if trigger_id in ("btn-ctrl-add", "url", "dpr-period", "btn-sel-remove", "cl-ctrl-normalize"): if store_sel: row_fig_tput, row_fig_lat, row_btn_dwnld = \ _generate_plotting_area( graph_trending(self.data, store_sel, self.layout, d_start, d_end, bool(norm)), gen_new_url( parsed_url, { "store_sel": store_sel, "start": d_start, "end": d_end, "norm": norm } ) ) ctrl_panel.set({ "cl-selected-options": list_tests(store_sel), "dpr-start-date": d_start, "dpr-end-date": d_end }) else: row_fig_tput = C.PLACEHOLDER row_fig_lat = C.PLACEHOLDER row_btn_dwnld = C.PLACEHOLDER row_card_sel_tests = C.STYLE_DISABLED row_btns_sel_tests = C.STYLE_DISABLED store_sel = list() ctrl_panel.set({"cl-selected-options": list()}) if ctrl_panel.get("cl-ctrl-core-value") and \ ctrl_panel.get("cl-ctrl-framesize-value") and \ ctrl_panel.get("cl-ctrl-testtype-value"): disabled = False else: disabled = True ctrl_panel.set({ "btn-ctrl-add-disabled": disabled, "cl-normalize-value": norm }) ret_val = [ ctrl_panel.panel, store_sel, row_fig_tput, row_fig_lat, row_btn_dwnld, row_card_sel_tests, row_btns_sel_tests ] ret_val.extend(ctrl_panel.values()) return ret_val @app.callback( Output("metadata-tput-lat", "children"), Output("metadata-hdrh-graph", "children"), Output("offcanvas-metadata", "is_open"), Input({"type": "graph", "index": ALL}, "clickData"), prevent_initial_call=True ) def _show_metadata_from_graphs(graph_data: dict) -> tuple: """Generates the data for the offcanvas displayed when a particular point in a graph is clicked on. :param graph_data: The data from the clicked point in the graph. :type graph_data: dict :returns: The data to be displayed on the offcanvas and the information to show the offcanvas. :rtype: tuple(list, list, bool) """ try: trigger_id = loads( callback_context.triggered[0]["prop_id"].split(".")[0] )["index"] idx = 0 if trigger_id == "tput" else 1 graph_data = graph_data[idx]["points"][0] except (JSONDecodeError, IndexError, KeyError, ValueError, TypeError): raise PreventUpdate metadata = no_update graph = list() children = [ dbc.ListGroupItem( [dbc.Badge(x.split(":")[0]), x.split(": ")[1]] ) for x in graph_data.get("text", "").split("
") ] if trigger_id == "tput": title = "Throughput" elif trigger_id == "lat": title = "Latency" hdrh_data = graph_data.get("customdata", None) if hdrh_data: graph = [dbc.Card( class_name="gy-2 p-0", children=[ dbc.CardHeader(hdrh_data.pop("name")), dbc.CardBody(children=[ dcc.Graph( id="hdrh-latency-graph", figure=graph_hdrh_latency( hdrh_data, self.layout ) ) ]) ]) ] metadata = [ dbc.Card( class_name="gy-2 p-0", children=[ dbc.CardHeader(children=[ dcc.Clipboard( target_id="tput-lat-metadata", title="Copy", style={"display": "inline-block"} ), title ]), dbc.CardBody( id="tput-lat-metadata", class_name="p-0", children=[dbc.ListGroup(children, flush=True), ] ) ] ) ] return metadata, graph, True @app.callback( Output("download-data", "data"), State("selected-tests", "data"), Input("btn-download-data", "n_clicks"), prevent_initial_call=True ) def _download_data(store_sel, n_clicks): """Download the data :param store_sel: List of tests selected by user stored in the browser. :param n_clicks: Number of clicks on the button "Download". :type store_sel: list :type n_clicks: int :returns: dict of data frame content (base64 encoded) and meta data used by the Download component. :rtype: dict """ if not n_clicks: raise PreventUpdate if not store_sel: raise PreventUpdate df = pd.DataFrame() for itm in store_sel: sel_data = select_trending_data(self.data, itm) if sel_data is None: continue df = pd.concat([df, sel_data], ignore_index=True) return dcc.send_data_frame(df.to_csv, C.TREND_DOWNLOAD_FILE_NAME)