Fix: Obsolete Attribute [SDE] (#15105) (#15106)

* update run_server to run



* Apply isort and black reformatting



---------

Signed-off-by: George Zelenfroind <[email protected]>
Signed-off-by: Jorjeous <[email protected]>
Signed-off-by: NeMo Bot <[email protected]>
Co-authored-by: George <[email protected]>
Co-authored-by: Jorjeous <[email protected]>

Author: chtruong814

tools/speech_data_explorer/data_explorer.py

@@ -60,6 +60,7 @@
 }
 comparison_mode = False
 
+
 # parse table filter queries
 def split_filter_part(filter_part):
     for op in filter_operators:
@@ -83,7 +84,8 @@ def split_filter_part(filter_part):
 def parse_args():
     parser = argparse.ArgumentParser(description='Speech Data Explorer')
     parser.add_argument(
-        'manifest', help='path to JSON manifest file',
+        'manifest',
+        help='path to JSON manifest file',
     )
     parser.add_argument('--vocab', help='optional vocabulary to highlight OOV words')
     parser.add_argument('--port', default='8050', help='serving port for establishing connection')
@@ -219,7 +221,9 @@ def load_data(
     match_vocab_2 = defaultdict(lambda: 0)
 
     def append_data(
-        data_filename, estimate_audio, field_name='pred_text',
+        data_filename,
+        estimate_audio,
+        field_name='pred_text',
     ):
         data = []
         wer_dist = 0.0
@@ -703,7 +707,9 @@ def absolute_audio_filepath(audio_filepath, audio_base_path):
                     class_name='border-end',
                 ),
                 dbc.Col(
-                    html.Div('Word Match Rate (WMR), %', className='text-secondary'), width=3, class_name='border-end',
+                    html.Div('Word Match Rate (WMR), %', className='text-secondary'),
+                    width=3,
+                    class_name='border-end',
                 ),
                 dbc.Col(html.Div('Mean Word Accuracy, %', className='text-secondary'), width=3),
             ],
@@ -713,7 +719,9 @@ def absolute_audio_filepath(audio_filepath, audio_base_path):
             [
                 dbc.Col(
                     html.H5(
-                        '{:.2f}'.format(wer), className='text-center p-1', style={'color': 'green', 'opacity': 0.7},
+                        '{:.2f}'.format(wer),
+                        className='text-center p-1',
+                        style={'color': 'green', 'opacity': 0.7},
                     ),
                     width=3,
                     class_name='border-end',
@@ -727,14 +735,18 @@ def absolute_audio_filepath(audio_filepath, audio_base_path):
                 ),
                 dbc.Col(
                     html.H5(
-                        '{:.2f}'.format(wmr), className='text-center p-1', style={'color': 'green', 'opacity': 0.7},
+                        '{:.2f}'.format(wmr),
+                        className='text-center p-1',
+                        style={'color': 'green', 'opacity': 0.7},
                     ),
                     width=3,
                     class_name='border-end',
                 ),
                 dbc.Col(
                     html.H5(
-                        '{:.2f}'.format(mwa), className='text-center p-1', style={'color': 'green', 'opacity': 0.7},
+                        '{:.2f}'.format(mwa),
+                        className='text-center p-1',
+                        style={'color': 'green', 'opacity': 0.7},
                     ),
                     width=3,
                 ),
@@ -745,19 +757,30 @@ def absolute_audio_filepath(audio_filepath, audio_base_path):
 stats_layout += [
     dbc.Row(dbc.Col(html.H5(children='Alphabet'), class_name='text-secondary'), class_name='mt-3'),
     dbc.Row(
-        dbc.Col(html.Div('{}'.format(sorted(alphabet))),), class_name='mt-2 bg-light font-monospace rounded border'
+        dbc.Col(
+            html.Div('{}'.format(sorted(alphabet))),
+        ),
+        class_name='mt-2 bg-light font-monospace rounded border',
     ),
 ]
 for k in figures_hist:
     stats_layout += [
         dbc.Row(dbc.Col(html.H5(figures_hist[k][0]), class_name='text-secondary'), class_name='mt-3'),
-        dbc.Row(dbc.Col(dcc.Graph(id='duration-graph', figure=figures_hist[k][1]),),),
+        dbc.Row(
+            dbc.Col(
+                dcc.Graph(id='duration-graph', figure=figures_hist[k][1]),
+            ),
+        ),
     ]
 
 if metrics_available:
     stats_layout += [
         dbc.Row(dbc.Col(html.H5('Word accuracy distribution'), class_name='text-secondary'), class_name='mt-3'),
-        dbc.Row(dbc.Col(dcc.Graph(id='word-acc-graph', figure=figure_word_acc),),),
+        dbc.Row(
+            dbc.Col(
+                dcc.Graph(id='word-acc-graph', figure=figure_word_acc),
+            ),
+        ),
     ]
 
 wordstable_columns = [{'name': 'Word', 'id': 'word'}, {'name': 'Count', 'id': 'count'}]
@@ -786,12 +809,21 @@ def absolute_audio_filepath(audio_filepath, audio_base_path):
                 sort_by=[{'column_id': 'word', 'direction': 'asc'}],
                 style_cell={'maxWidth': 0, 'textAlign': 'left'},
                 style_header={'color': 'text-primary'},
-                css=[{'selector': '.dash-filter--case', 'rule': 'display: none'},],
+                css=[
+                    {'selector': '.dash-filter--case', 'rule': 'display: none'},
+                ],
             ),
         ),
         class_name='m-2',
     ),
-    dbc.Row(dbc.Col([html.Button('Download Vocabulary', id='btn_csv'), dcc.Download(id='download-vocab-csv'),]),),
+    dbc.Row(
+        dbc.Col(
+            [
+                html.Button('Download Vocabulary', id='btn_csv'),
+                dcc.Download(id='download-vocab-csv'),
+            ]
+        ),
+    ),
 ]
 
 
@@ -922,7 +954,12 @@ def update_wordstable(page_current, sort_by, filter_query):
         )
     ]
 samples_layout += [
-    dbc.Row(dbc.Col(html.Audio(id='player', controls=True),), class_name='mt-3 '),
+    dbc.Row(
+        dbc.Col(
+            html.Audio(id='player', controls=True),
+        ),
+        class_name='mt-3 ',
+    ),
     dbc.Row(dbc.Col(dcc.Graph(id='signal-graph')), class_name='mt-3'),
 ]
 
@@ -1064,7 +1101,16 @@ def draw_vocab(Ox, Oy, color, size, data, dot_spacing='no', rad=0.01):
             Oy == 'accuracy_model_' + model_name_1 and Ox == 'accuracy_model_' + model_name_2
         ):
             fig.add_shape(
-                type="line", x0=0, y0=0, x1=100, y1=100, line=dict(color="MediumPurple", width=1, dash="dot",)
+                type="line",
+                x0=0,
+                y0=0,
+                x1=100,
+                y1=100,
+                line=dict(
+                    color="MediumPurple",
+                    width=1,
+                    dash="dot",
+                ),
             )
 
         return fig
@@ -1176,7 +1222,10 @@ def display_query(query):
                         ),
                         dcc.Input(id='radius', placeholder='Enter radius of spacing (std is 0.01)'),
                         html.Hr(),
-                        dcc.Input(id='filter-query-input', placeholder='Enter filter query',),
+                        dcc.Input(
+                            id='filter-query-input',
+                            placeholder='Enter filter query',
+                        ),
                     ],
                     style={'width': '200%', 'display': 'inline-block', 'float': 'middle'},
                 ),
@@ -1194,7 +1243,11 @@ def display_query(query):
                 html.Hr(),
                 html.Div(id='datatable-query-structure', style={'whitespace': 'pre'}),
                 html.Hr(),
-                dbc.Row(dbc.Col(dcc.Graph(id='voc_graph'),),),
+                dbc.Row(
+                    dbc.Col(
+                        dcc.Graph(id='voc_graph'),
+                    ),
+                ),
                 html.Hr(),
             ],
             id='wrd_lvl',
@@ -1250,7 +1303,12 @@ def display_query(query):
                                             {'selector': '.column-header--hide', 'rule': 'display: none'},
                                         ],
                                     ),
-                                    dbc.Row(dbc.Col(html.Audio(id='player-1', controls=True),), class_name='mt-3'),
+                                    dbc.Row(
+                                        dbc.Col(
+                                            html.Audio(id='player-1', controls=True),
+                                        ),
+                                        class_name='mt-3',
+                                    ),
                                 ]
                             )
                         ),
@@ -1280,14 +1338,22 @@ def display_query(query):
             [
                 html.Div(
                     [
-                        dbc.Row(dbc.Col(dcc.Graph(id='utt_graph'),),),
+                        dbc.Row(
+                            dbc.Col(
+                                dcc.Graph(id='utt_graph'),
+                            ),
+                        ),
                         html.Hr(),
                         dcc.Input(id='clicked_aidopath', style={'width': '100%'}),
                         html.Hr(),
                         dcc.Input(id='my-output-1', style={'display': 'none'}),  # we do need this
                     ]
                 ),
-                html.Div([dbc.Row(dbc.Col(dcc.Graph(id='signal-graph-1')), class_name='mt-3'),]),
+                html.Div(
+                    [
+                        dbc.Row(dbc.Col(dcc.Graph(id='signal-graph-1')), class_name='mt-3'),
+                    ]
+                ),
             ],
             id='down_thing',
             style={'display': 'block'},
@@ -1384,15 +1450,17 @@ def show_hide_element(visibility_state):
 
 @app.callback(
     [Output('datatable-advanced-filtering-2', 'page_current'), Output('my-output-1', 'value')],
-    [Input('utt_graph', 'clickData'),],
+    [
+        Input('utt_graph', 'clickData'),
+    ],
 )
 def real_select_click(hoverData):
     if hoverData is not None:
         path = str(hoverData['points'][0]['customdata'][-1])
         for t in range(len(data_with_metrics)):
             if data_with_metrics[t]['audio_filepath'] == path:
                 ind = t
-                s = t  #% 5
+                s = t  # % 5
                 sel = s
                 pg = math.ceil(ind // 5)
         return pg, sel
@@ -1401,7 +1469,8 @@ def real_select_click(hoverData):
 
 
 @app.callback(
-    [Output('datatable-advanced-filtering-2', 'selected_rows')], [Input('my-output-1', 'value')],
+    [Output('datatable-advanced-filtering-2', 'selected_rows')],
+    [Input('my-output-1', 'value')],
 )
 def real_select_click(num):
     s = num
@@ -1448,7 +1517,18 @@ def draw_table_with_metrics(met, hoverData, data_virt):
             'audio_filepath': True,
         },
     )  #'numwords': True,
-    fig.add_shape(type="line", x0=0, y0=0, x1=100, y1=100, line=dict(color="Red", width=1, dash="dot",))
+    fig.add_shape(
+        type="line",
+        x0=0,
+        y0=0,
+        x1=100,
+        y1=100,
+        line=dict(
+            color="Red",
+            width=1,
+            dash="dot",
+        ),
+    )
     fig.update_layout(clickmode='event+select')
     fig.update_traces(marker_size=10)
     path = None
@@ -1542,11 +1622,14 @@ def nav_click(url):
         else:
             return [stats_layout, True, False, False]
 
-
 else:
 
     @app.callback(
-        [Output('page-content', 'children'), Output('stats_link', 'active'), Output('samples_link', 'active'),],
+        [
+            Output('page-content', 'children'),
+            Output('stats_link', 'active'),
+            Output('samples_link', 'active'),
+        ],
         [Input('url', 'pathname')],
     )
     def nav_click(url):
@@ -1577,9 +1660,16 @@ def show_item(idx, data):
         return [data[idx[0]][k] for k in data_with_metrics[0]]
 
 
-@app.callback(Output('_diff', 'srcDoc'), [Input('datatable', 'selected_rows'), Input('datatable', 'data'),])
+@app.callback(
+    Output('_diff', 'srcDoc'),
+    [
+        Input('datatable', 'selected_rows'),
+        Input('datatable', 'data'),
+    ],
+)
 def show_diff(
-    idx, data,
+    idx,
+    data,
 ):
     if len(idx) == 0:
         raise PreventUpdate
@@ -1605,10 +1695,14 @@ def show_diff(
 
 @app.callback(
     Output('__diff', 'srcDoc'),
-    [Input('datatable-advanced-filtering-2', 'selected_rows'), Input('datatable-advanced-filtering-2', 'data'),],
+    [
+        Input('datatable-advanced-filtering-2', 'selected_rows'),
+        Input('datatable-advanced-filtering-2', 'data'),
+    ],
 )
 def show_diff(
-    idx, data,
+    idx,
+    data,
 ):
     if len(idx) == 0:
         raise PreventUpdate
@@ -1664,7 +1758,11 @@ def plot_signal(idx, data):
         figs.add_trace(
             go.Heatmap(
                 z=s_db,
-                colorscale=[[0, 'rgb(30,62,62)'], [0.5, 'rgb(30,128,128)'], [1, 'rgb(30,255,30)'],],
+                colorscale=[
+                    [0, 'rgb(30,62,62)'],
+                    [0.5, 'rgb(30,128,128)'],
+                    [1, 'rgb(30,255,30)'],
+                ],
                 colorbar=dict(yanchor='middle', lenmode='fraction', y=0.2, len=0.5, ticksuffix=' dB'),
                 dx=time_stride,
                 dy=fs / n_fft / 1000,
@@ -1720,7 +1818,11 @@ def plot_signal(idx, data):
         figs.add_trace(
             go.Heatmap(
                 z=s_db,
-                colorscale=[[0, 'rgb(30,62,62)'], [0.5, 'rgb(30,128,128)'], [1, 'rgb(30,255,30)'],],
+                colorscale=[
+                    [0, 'rgb(30,62,62)'],
+                    [0.5, 'rgb(30,128,128)'],
+                    [1, 'rgb(30,255,30)'],
+                ],
                 colorbar=dict(yanchor='middle', lenmode='fraction', y=0.2, len=0.5, ticksuffix=' dB'),
                 dx=time_stride,
                 dy=fs / n_fft / 1000,
@@ -1789,4 +1891,4 @@ def update_player(idx, data):
 
 
 if __name__ == '__main__':
-    app.run_server(host='0.0.0.0', port=args.port, debug=args.debug)
+    app.run(host='0.0.0.0', port=args.port, debug=args.debug)