From: Peter Mikus Date: Wed, 13 Apr 2022 10:29:45 +0000 (+0200) Subject: feat(uti): Refactor grid layout X-Git-Url: https://gerrit.fd.io/r/gitweb?p=csit.git;a=commitdiff_plain;h=1832b3e0127df9fefc4421502b5cd8da288ff576 feat(uti): Refactor grid layout Signed-off-by: Peter Mikus Change-Id: I992ac4f2a4ecfa779c9fbf393a2f4dfa8cea704f --- diff --git a/resources/tools/dash/app/pal/data/data.py b/resources/tools/dash/app/pal/data/data.py index 859c7d3458..a3b6c2a478 100644 --- a/resources/tools/dash/app/pal/data/data.py +++ b/resources/tools/dash/app/pal/data/data.py @@ -13,10 +13,12 @@ """Prepare data for Plotly Dash.""" +from datetime import datetime, timedelta import logging from time import time import awswrangler as wr +from pytz import UTC from yaml import load, FullLoader, YAMLError from awswrangler.exceptions import EmptyDataFrame, NoFilesFound @@ -82,7 +84,7 @@ class Data: def _create_dataframe_from_parquet(self, path, partition_filter=None, columns=None, validate_schema=False, last_modified_begin=None, - last_modified_end=None): + last_modified_end=None, days=None): """Read parquet stored in S3 compatible storage and returns Pandas Dataframe. @@ -116,6 +118,8 @@ class Data: """ df = None start = time() + if days: + last_modified_begin = datetime.now(tz=UTC) - timedelta(days=days) try: df = wr.s3.read_parquet( path=path, @@ -144,7 +148,7 @@ class Data: self._data = df return df - def read_stats(self): + def read_stats(self, days=None): """Read Suite Result Analysis data partition from parquet. """ lambda_f = lambda part: True if part["stats_type"] == "sra" else False @@ -152,10 +156,11 @@ class Data: return self._create_dataframe_from_parquet( path=self._get_path("statistics"), partition_filter=lambda_f, - columns=None # Get all columns. + columns=None, # Get all columns. + days=days ) - def read_trending_mrr(self): + def read_trending_mrr(self, days=None): """Read MRR data partition from parquet. """ lambda_f = lambda part: True if part["test_type"] == "mrr" else False @@ -163,10 +168,11 @@ class Data: return self._create_dataframe_from_parquet( path=self._get_path("trending-mrr"), partition_filter=lambda_f, - columns=self._get_columns("trending-mrr") + columns=self._get_columns("trending-mrr"), + days=days ) - def read_trending_ndrpdr(self): + def read_trending_ndrpdr(self, days=None): """Read NDRPDR data partition from iterative parquet. """ lambda_f = lambda part: True if part["test_type"] == "ndrpdr" else False @@ -174,10 +180,11 @@ class Data: return self._create_dataframe_from_parquet( path=self._get_path("trending-ndrpdr"), partition_filter=lambda_f, - columns=self._get_columns("trending-ndrpdr") + columns=self._get_columns("trending-ndrpdr"), + days=days ) - def read_iterative_mrr(self): + def read_iterative_mrr(self, days=None): """Read MRR data partition from iterative parquet. """ lambda_f = lambda part: True if part["test_type"] == "mrr" else False @@ -185,10 +192,11 @@ class Data: return self._create_dataframe_from_parquet( path=self._get_path("iterative-mrr"), partition_filter=lambda_f, - columns=self._get_columns("iterative-mrr") + columns=self._get_columns("iterative-mrr"), + days=days ) - def read_iterative_ndrpdr(self): + def read_iterative_ndrpdr(self, days=None): """Read NDRPDR data partition from parquet. """ lambda_f = lambda part: True if part["test_type"] == "ndrpdr" else False @@ -196,5 +204,6 @@ class Data: return self._create_dataframe_from_parquet( path=self._get_path("iterative-ndrpdr"), partition_filter=lambda_f, - columns=self._get_columns("iterative-ndrpdr") + columns=self._get_columns("iterative-ndrpdr"), + days=days ) diff --git a/resources/tools/dash/app/pal/trending/layout.py b/resources/tools/dash/app/pal/trending/layout.py index 66af2f0de2..4456b88f81 100644 --- a/resources/tools/dash/app/pal/trending/layout.py +++ b/resources/tools/dash/app/pal/trending/layout.py @@ -14,6 +14,8 @@ """Plotly Dash HTML layout override. """ +import logging + import pandas as pd from dash import dcc @@ -58,12 +60,12 @@ class Layout: data_mrr = Data( data_spec_file=self._data_spec_file, debug=True - ).read_trending_mrr() + ).read_trending_mrr(days=5) data_ndrpdr = Data( data_spec_file=self._data_spec_file, debug=True - ).read_trending_ndrpdr() + ).read_trending_ndrpdr(days=14) self._data = pd.concat([data_mrr, data_ndrpdr], ignore_index=True) @@ -136,201 +138,105 @@ class Layout: return html.Div( id="div-main", children=[ - dcc.Store(id="selected-tests"), - self._add_navbar(), - self._add_ctrl_div(), - self._add_plotting_div() + dbc.Row( + id="row-navbar", + className="g-0", + children=[ + self._add_navbar(), + ] + ), + dbc.Row( + id="row-main", + className="g-0", + children=[ + dcc.Store( + id="selected-tests" + ), + self._add_ctrl_col(), + self._add_plotting_col(), + ] + ), + dbc.Offcanvas( + id="offcanvas-metadata", + title="Throughput And Latency", + placement="end", + is_open=True, + children=[ + html.P( + id="metadata", + children=[ + "This is the placeholder for metadata." + ], + ) + ] + ) ] ) else: return html.Div( - id="div-main-error", - children="An Error Occured." - ) + 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. """ return dbc.NavbarSimple( + id="navbarsimple-main", children=[ dbc.NavItem( - dbc.NavLink("Continuous Performance Trending", href="#") + dbc.NavLink( + "Continuous Performance Trending", + external_link=True, + href="#" + ) ) ], brand="Dashboard", brand_href="/", - color="dark", - dark=True, + brand_external_link=True, + #color="dark", + #dark=True, fluid=True, ) - def _add_ctrl_div(self): - """Add div with controls. It is placed on the left side. + def _add_ctrl_col(self) -> dbc.Col: + """Add column with controls. It is placed on the left side. """ - return html.Div( - id="div-controls", + return dbc.Col( + id="col-controls", children=[ - html.Div( - id="div-controls-tabs", - children=[ - self._add_ctrl_select(), - self._add_ctrl_shown() - ] - ) + self._add_ctrl_panel(), + self._add_ctrl_shown() ], - style={ - "display": "inline-block", - "width": "20%" - } ) - def _add_plotting_div(self): - """Add div with plots and tables. It is placed on the right side. + def _add_plotting_col(self) -> dbc.Col: + """Add column with plots and tables. It is placed on the right side. """ - return html.Div( - id="div-plotting-area", + return dbc.Col( + id="col-plotting-area", children=[ - html.Table(children=[ - html.Tr( - id="div-tput", - style=self.STYLE_HIDEN, - children=[ - html.Td(children=[ - dcc.Loading( - dcc.Graph( - id="graph-tput" - ), - ) - ], style={"width": "80%"}), - html.Td(children=[ - dcc.Clipboard( - target_id="tput-metadata", - title="Copy", - style={"display": "inline-block"} - ), - html.Nobr(" "), - html.Nobr(" "), - dcc.Markdown( - children="**Throughput**", - style={"display": "inline-block"} - ), - html.Pre( - id="tput-metadata", - children="Click on data point in the graph" - ), - html.Div( - id="div-lat-metadata", - style=self.STYLE_HIDEN, - children=[ - dcc.Clipboard( - target_id="lat-metadata", - title="Copy", - style={"display": "inline-block"} - ), - html.Nobr(" "), - html.Nobr(" "), - dcc.Markdown( - children="**Latency**", - style={"display": "inline-block"} - ), - html.Pre( - id="lat-metadata", - children= \ - "Click on data point in the graph" - ) - ] - ) - ], style={"width": "20%"}), - ] - ), - html.Tr( - id="div-latency", - style=self.STYLE_HIDEN, - children=[ - html.Td(children=[ - dcc.Loading( - dcc.Graph( - id="graph-latency" - ) - ) - ], style={"width": "80%"}), - html.Td(children=[ - dcc.Loading( - dcc.Graph( - id="graph-latency-hdrh", - style=self.STYLE_INLINE, - figure=self.NO_GRAPH - ) - ) - ], style={"width": "20%"}), - ] - ), - html.Tr( - id="div-download", - style=self.STYLE_HIDEN, - children=[ - html.Td(children=[ - dcc.Loading( - children=[ - html.Button( - id="btn-download-data", - children=["Download Data"] - ), - dcc.Download(id="download-data") - ] - ) - ], style={"width": "80%"}), - html.Td(children=[ - html.Nobr(" ") - ], style={"width": "20%"}), - ] - ), - ]), + # Empty for now ], - style={ - "vertical-align": "top", - "display": "inline-block", - "width": "80%" - } + width=9, ) - def _add_ctrl_shown(self): + def _add_ctrl_panel(self) -> dbc.Row: """ """ - return html.Div( - id="div-ctrl-shown", + return dbc.Row( + id="row-ctrl-panel", + className="g-0", children=[ - html.H5("Selected tests"), - html.Div( - id="container-selected-tests", - children=[ - dcc.Checklist( - id="cl-selected", - options=[], - labelStyle={"display": "block"} - ), - html.Button( - id="btn-sel-remove", - children="Remove Selected", - disabled=False - ), - html.Button( - id="btn-sel-display", - children="Display", - disabled=False - ) - ] - ), - ] - ) - - def _add_ctrl_select(self): - """ - """ - return html.Div( - id="div-ctrl-select", - children=[ - html.H5("Physical Test Bed Topology, NIC and Driver"), + dbc.Label("Physical Test Bed Topology, NIC and Driver"), dcc.Dropdown( id="dd-ctrl-phy", placeholder="Select a Physical Test Bed Topology...", @@ -340,7 +246,7 @@ class Layout: {"label": k, "value": k} for k in self.spec_tbs.keys() ], ), - html.H5("Area"), + dbc.Label("Area"), dcc.Dropdown( id="dd-ctrl-area", placeholder="Select an Area...", @@ -348,7 +254,7 @@ class Layout: multi=False, clearable=False, ), - html.H5("Test"), + dbc.Label("Test"), dcc.Dropdown( id="dd-ctrl-test", placeholder="Select a Test...", @@ -356,68 +262,133 @@ class Layout: multi=False, clearable=False, ), - html.Div( - id="div-ctrl-core", + dbc.Row( + id="row-ctrl-core", + className="g-0", children=[ - html.H5("Number of Cores"), - dcc.Checklist( + dbc.Label("Number of Cores"), + dbc.Checklist( id="cl-ctrl-core-all", options=[{"label": "All", "value": "all"}, ], - labelStyle={"display": "inline-block"} + inline=True, + switch=False ), - dcc.Checklist( + dbc.Checklist( id="cl-ctrl-core", - labelStyle={"display": "inline-block"} + inline=True, + switch=False ) - ], - style={"display": "none"} + ] ), - html.Div( - id="div-ctrl-framesize", + dbc.Row( + id="row-ctrl-framesize", + className="g-0", children=[ - html.H5("Frame Size"), - dcc.Checklist( + dbc.Label("Frame Size"), + dbc.Checklist( id="cl-ctrl-framesize-all", options=[{"label": "All", "value": "all"}, ], - labelStyle={"display": "inline-block"} + inline=True, + switch=False ), - dcc.Checklist( + dbc.Checklist( id="cl-ctrl-framesize", - labelStyle={"display": "inline-block"} + inline=True, + switch=False ) - ], - style={"display": "none"} + ] ), - html.Div( - id="div-ctrl-testtype", + dbc.Row( + id="row-ctrl-testtype", + className="g-0", children=[ - html.H5("Test Type"), - dcc.Checklist( + dbc.Label("Test Type"), + dbc.Checklist( id="cl-ctrl-testtype-all", options=[{"label": "All", "value": "all"}, ], - labelStyle={"display": "inline-block"} + inline=True, + switch=False ), - dcc.Checklist( + dbc.Checklist( id="cl-ctrl-testtype", - labelStyle={"display": "inline-block"} + inline=True, + switch=False ) - ], - style={"display": "none"} + ] ), - html.Button( - id="btn-ctrl-add", - children="Add", - disabled=True + dbc.Row( + className="g-0", + children=[ + dbc.Button( + id="btn-ctrl-add", + children="Add", + ) + ] + ), + dbc.Row( + className="g-0", + children=[ + dcc.DatePickerRange( + id="dpr-period", + min_date_allowed=\ + datetime.utcnow()-timedelta(days=180), + max_date_allowed=datetime.utcnow(), + initial_visible_month=datetime.utcnow(), + start_date=datetime.utcnow() - timedelta(days=180), + end_date=datetime.utcnow(), + display_format="D MMMM YY" + ) + ] + ) + ] + ) + + def _add_ctrl_shown(self) -> dbc.Row: + """ + """ + return dbc.Row( + id="div-ctrl-shown", + className="g-0", + children=[ + dbc.Row( + className="g-0", + children=[ + dbc.Label("Selected tests"), + dbc.Checklist( + id="cl-selected", + options=[], + inline=False + ) + ] ), - html.Br(), - dcc.DatePickerRange( - id="dpr-period", - min_date_allowed=datetime.utcnow() - timedelta(days=180), - max_date_allowed=datetime.utcnow(), - initial_visible_month=datetime.utcnow(), - start_date=datetime.utcnow() - timedelta(days=180), - end_date=datetime.utcnow(), - display_format="D MMMM YY" + dbc.Row( + className="g-0", + children=[ + dbc.ButtonGroup( + [ + dbc.Button( + id="btn-sel-remove", + children="Remove Selected", + color="secondary", + disabled=False + ), + dbc.Button( + id="btn-sel-remove-all", + children="Remove All", + color="secondary", + disabled=False + ), + dbc.Button( + id="btn-sel-display", + children="Display", + color="secondary", + disabled=False + ) + ], + size="md", + className="me-1", + ), + ] ) ] ) @@ -474,13 +445,13 @@ class Layout: return options, disable @app.callback( - Output("div-ctrl-core", "style"), + # Output("row-ctrl-core", "style"), Output("cl-ctrl-core", "options"), - Output("div-ctrl-framesize", "style"), + # Output("row-ctrl-framesize", "style"), Output("cl-ctrl-framesize", "options"), - Output("div-ctrl-testtype", "style"), + # Output("row-ctrl-testtype", "style"), Output("cl-ctrl-testtype", "options"), - Output("btn-ctrl-add", "disabled"), + # Output("btn-ctrl-add", "disabled"), State("dd-ctrl-phy", "value"), State("dd-ctrl-area", "value"), Input("dd-ctrl-test", "value"), @@ -492,36 +463,39 @@ class Layout: if test is None: raise PreventUpdate - core_style = {"display": "none"} + # core_style = {"display": "none"} core_opts = [] - framesize_style = {"display": "none"} + # framesize_style = {"display": "none"} framesize_opts = [] - testtype_style = {"display": "none"} + # testtype_style = {"display": "none"} testtype_opts = [] - add_disabled = True + # add_disabled = True if phy and area and test: - core_style = {"display": "block"} + # core_style = {"display": "block"} core_opts = [ {"label": v, "value": v} for v in self.spec_tbs[phy][area]["core"] ] - framesize_style = {"display": "block"} + # framesize_style = {"display": "block"} framesize_opts = [ {"label": v, "value": v} for v in self.spec_tbs[phy][area]["frame-size"] ] - testtype_style = {"display": "block"} + # testtype_style = {"display": "block"} testtype_opts = [ {"label": v, "value": v} for v in self.spec_tbs[phy][area]["test-type"] ] - add_disabled = False + # add_disabled = False return ( - core_style, core_opts, - framesize_style, framesize_opts, - testtype_style, testtype_opts, - add_disabled + # core_style, + core_opts, + # framesize_style, + framesize_opts, + # testtype_style, + testtype_opts, + # add_disabled ) def _sync_checklists(opt, sel, all, id): @@ -569,12 +543,12 @@ class Layout: return _sync_checklists(opt, sel, all, "cl-ctrl-testtype") @app.callback( - Output("graph-tput", "figure"), - Output("graph-latency", "figure"), - Output("div-tput", "style"), - Output("div-latency", "style"), - Output("div-lat-metadata", "style"), - Output("div-download", "style"), + # Output("graph-tput", "figure"), + # Output("graph-latency", "figure"), + # Output("div-tput", "style"), + # Output("div-latency", "style"), + # Output("div-lat-metadata", "style"), + # Output("div-download", "style"), Output("selected-tests", "data"), # Store Output("cl-selected", "options"), # User selection Output("dd-ctrl-phy", "value"), @@ -591,17 +565,19 @@ class Layout: Input("btn-ctrl-add", "n_clicks"), Input("btn-sel-display", "n_clicks"), Input("btn-sel-remove", "n_clicks"), + Input("btn-sel-remove-all", "n_clicks"), Input("dpr-period", "start_date"), Input("dpr-period", "end_date"), prevent_initial_call=True ) def _process_list(store_sel, list_sel, phy, area, test, cores, framesizes, testtypes, btn_add, btn_display, btn_remove, - d_start, d_end): + btn_remove_all, d_start, d_end): """ """ - if not (btn_add or btn_display or btn_remove or d_start or d_end): + if not (btn_add or btn_display or btn_remove or btn_remove_all or \ + d_start or d_end): raise PreventUpdate def _list_tests(): @@ -616,12 +592,12 @@ class Layout: class RetunValue: def __init__(self) -> None: self._output = { - "graph-tput-figure": no_update, - "graph-lat-figure": no_update, - "div-tput-style": no_update, - "div-latency-style": no_update, - "div-lat-metadata-style": no_update, - "div-download-style": no_update, + # "graph-tput-figure": no_update, + # "graph-lat-figure": no_update, + # "div-tput-style": no_update, + # "div-latency-style": no_update, + # "div-lat-metadata-style": no_update, + # "div-download-style": no_update, "selected-tests-data": no_update, "cl-selected-options": no_update, "dd-ctrl-phy-value": no_update, @@ -686,21 +662,25 @@ class Layout: fig_tput, fig_lat = graph_trending( self.data, store_sel, self.layout, d_start, d_end ) + # output.set_values({ + # "graph-tput-figure": \ + # fig_tput if fig_tput else self.NO_GRAPH, + # "graph-lat-figure": \ + # fig_lat if fig_lat else self.NO_GRAPH, + # "div-tput-style": \ + # self.STYLE_BLOCK if fig_tput else self.STYLE_HIDEN, + # "div-latency-style": \ + # self.STYLE_BLOCK if fig_lat else self.STYLE_HIDEN, + # "div-lat-metadata-style": \ + # self.STYLE_BLOCK if fig_lat else self.STYLE_HIDEN, + # "div-download-style": \ + # self.STYLE_BLOCK if fig_tput else self.STYLE_HIDEN, + # }) + elif trigger_id == "btn-sel-remove-all": output.set_values({ - "graph-tput-figure": \ - fig_tput if fig_tput else self.NO_GRAPH, - "graph-lat-figure": \ - fig_lat if fig_lat else self.NO_GRAPH, - "div-tput-style": \ - self.STYLE_BLOCK if fig_tput else self.STYLE_HIDEN, - "div-latency-style": \ - self.STYLE_BLOCK if fig_lat else self.STYLE_HIDEN, - "div-lat-metadata-style": \ - self.STYLE_BLOCK if fig_lat else self.STYLE_HIDEN, - "div-download-style": \ - self.STYLE_BLOCK if fig_tput else self.STYLE_HIDEN, + "selected-tests-data": list(), + "cl-selected-options": list() }) - elif trigger_id == "btn-sel-remove": if list_sel: new_store_sel = list() @@ -713,88 +693,88 @@ class Layout: self.data, store_sel, self.layout, d_start, d_end ) output.set_values({ - "graph-tput-figure": \ - fig_tput if fig_tput else self.NO_GRAPH, - "graph-lat-figure": \ - fig_lat if fig_lat else self.NO_GRAPH, - "div-tput-style": \ - self.STYLE_BLOCK if fig_tput else self.STYLE_HIDEN, - "div-latency-style": \ - self.STYLE_BLOCK if fig_lat else self.STYLE_HIDEN, - "div-lat-metadata-style": \ - self.STYLE_BLOCK if fig_lat else self.STYLE_HIDEN, - "div-download-style": \ - self.STYLE_BLOCK if fig_tput else self.STYLE_HIDEN, + # "graph-tput-figure": \ + # fig_tput if fig_tput else self.NO_GRAPH, + # "graph-lat-figure": \ + # fig_lat if fig_lat else self.NO_GRAPH, + # "div-tput-style": \ + # self.STYLE_BLOCK if fig_tput else self.STYLE_HIDEN, + # "div-latency-style": \ + # self.STYLE_BLOCK if fig_lat else self.STYLE_HIDEN, + # "div-lat-metadata-style": \ + # self.STYLE_BLOCK if fig_lat else self.STYLE_HIDEN, + # "div-download-style": \ + # self.STYLE_BLOCK if fig_tput else self.STYLE_HIDEN, "selected-tests-data": store_sel, "cl-selected-options": _list_tests() }) else: output.set_values({ - "graph-tput-figure": self.NO_GRAPH, - "graph-lat-figure": self.NO_GRAPH, - "div-tput-style": self.STYLE_HIDEN, - "div-latency-style": self.STYLE_HIDEN, - "div-lat-metadata-style": self.STYLE_HIDEN, - "div-download-style": self.STYLE_HIDEN, + # "graph-tput-figure": self.NO_GRAPH, + # "graph-lat-figure": self.NO_GRAPH, + # "div-tput-style": self.STYLE_HIDEN, + # "div-latency-style": self.STYLE_HIDEN, + # "div-lat-metadata-style": self.STYLE_HIDEN, + # "div-download-style": self.STYLE_HIDEN, "selected-tests-data": store_sel, "cl-selected-options": _list_tests() }) return output.value() - @app.callback( - Output("tput-metadata", "children"), - Input("graph-tput", "clickData") - ) - def _show_tput_metadata(hover_data): - """ - """ - if not hover_data: - raise PreventUpdate - - return hover_data["points"][0]["text"].replace("
", "\n") - - @app.callback( - Output("graph-latency-hdrh", "figure"), - Output("graph-latency-hdrh", "style"), - Output("lat-metadata", "children"), - Input("graph-latency", "clickData") - ) - def _show_latency_hdhr(hover_data): - """ - """ - if not hover_data: - raise PreventUpdate - - graph = no_update - hdrh_data = hover_data["points"][0].get("customdata", None) - if hdrh_data: - graph = graph_hdrh_latency(hdrh_data, self.layout) - - return ( - graph, - self.STYLE_INLINE, - hover_data["points"][0]["text"].replace("
", "\n") - ) - - @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): - """ - """ - - if not n_clicks: - 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, "trending_data.csv") + # @app.callback( + # Output("tput-metadata", "children"), + # Input("graph-tput", "clickData") + # ) + # def _show_tput_metadata(hover_data): + # """ + # """ + # if not hover_data: + # raise PreventUpdate + + # return hover_data["points"][0]["text"].replace("
", "\n") + + # @app.callback( + # Output("graph-latency-hdrh", "figure"), + # Output("graph-latency-hdrh", "style"), + # Output("lat-metadata", "children"), + # Input("graph-latency", "clickData") + # ) + # def _show_latency_hdhr(hover_data): + # """ + # """ + # if not hover_data: + # raise PreventUpdate + + # graph = no_update + # hdrh_data = hover_data["points"][0].get("customdata", None) + # if hdrh_data: + # graph = graph_hdrh_latency(hdrh_data, self.layout) + + # return ( + # graph, + # self.STYLE_INLINE, + # hover_data["points"][0]["text"].replace("
", "\n") + # ) + + # @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): + # """ + # """ + + # if not n_clicks: + # 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, "trending_data.csv") diff --git a/resources/tools/dash/app/pal/trending/trending.py b/resources/tools/dash/app/pal/trending/trending.py index 8abd2e1a8b..99a571315a 100644 --- a/resources/tools/dash/app/pal/trending/trending.py +++ b/resources/tools/dash/app/pal/trending/trending.py @@ -31,7 +31,7 @@ def init_trending(server): dash_app = dash.Dash( server=server, routes_pathname_prefix=u"/trending/", - external_stylesheets=[dbc.themes.BOOTSTRAP], + external_stylesheets=[dbc.themes.LUX], ) # Custom HTML layout