def add_remove_field_or_cell(add_button_clicks, _, ___, ____,
jsonified_selected_lib, rows_div_children):
"""Adds field pair to row"""
clicks_num = uuid.uuid4().int
clicks_num = int(str(clicks_num)[-10:-1])
ctx = dash.callback_context
if (add_button_clicks == 0 and (ctx.triggered[0]['prop_id'].split('.')[0]\
!="dynamic-remove-field" and ctx.triggered[0]['prop_id'].split('.')[0]\
!="dynamic-add-twin-line" and ctx.triggered[0]['prop_id'].split('.')[0]\
!="dynamic-remove-twin-line")) or \
(ctx.triggered and ctx.triggered[0]['prop_id'].split('.')[0]=="dynamic-add-field"):
field_pair = visuals.generate_field_pair(
clicks_num, json.loads(jsonified_selected_lib))
if len(rows_div_children) < 1:
row_level_buttons = visuals.generate_row_level_buttons(clicks_num)
new_row = html.Div(children=[
dbc.Row(children=[
dbc.Col(field_pair, xs=6, md=4, lg=3, xl=2),
dbc.Col(row_level_buttons,
xs=6,
md=4,
lg=3,
xl=2,
align='center')
],
style={
'background-color': '#AAB8C2',
'margin-top': '-12px',
'border-bottom': '2px solid #ffcccb'
}),
html.Div(children=[],
id={
'type': 'md+graphs-rows',
'index': clicks_num
}),
html.Div(id={
'type': 'intermediate-visual-state',
'index': clicks_num
},
style={'display': 'none'}),
],
id={
'type': 'row+visual-div',
'index': clicks_num
})
rows_div_children.append(new_row)
else:
temp = rows_div_children[-1]['props']['children'][0]['props'][
'children'].pop()
rows_div_children[-1]['props']['children'][0]['props']['children']\
.extend((dbc.Col(field_pair, xs=6, md=4, lg=3, xl=2),temp))
elif (ctx.triggered and ctx.triggered[0]['prop_id'].split('.')[0]=="dynamic-remove-field")\
and len(rows_div_children) > 0 and len(rows_div_children[-1]['props']['children'][0]['props']['children'])>=1:
try:
#Need to refactor with dictionary query tool like JMESPath
value = rows_div_children[-1]['props']['children'][0]['props'][
'children'][-2]['props']['children']['props']['children'][
'props']['children'][1]['props']['value']
except IndexError:
value = None
except KeyError:
value = None
if value is not None:
rows_div_children[-1]['props']['children'][1]['props'][
'children'] = []
try:
rows_div_children[-1]['props']['children'][0]['props'][
'children'].pop(-2)
except IndexError:
pass
return rows_div_children
elif (ctx.triggered and ctx.triggered[0]['prop_id'].split('.')[0]
== "dynamic-add-twin-line"):
if len(rows_div_children) == 0:
style = {
'background-color': '#AAB8C2',
'margin-top': '-12px',
'border-bottom': '2px solid #ffcccb'
}
else:
style = {
'background-color': '#AAB8C2',
'margin-top': '1px',
'border-bottom': '2px solid #ffcccb'
}
field_pair = visuals.generate_field_pair(
clicks_num, json.loads(jsonified_selected_lib))
row_level_buttons = visuals.generate_row_level_buttons(clicks_num)
new_row = html.Div(children=[
dbc.Row(children=[
dbc.Col(field_pair, xs=6, md=4, lg=3, xl=2),
dbc.Col(row_level_buttons,
xs=6,
md=4,
lg=3,
xl=2,
align='center')
],
style=style),
html.Div(children=[],
id={
'type': 'md+graphs-rows',
'index': clicks_num
}),
html.Div(id={
'type': 'intermediate-visual-state',
'index': clicks_num
},
style={'display': 'none'}),
],
id={
'type': 'row+visual-div',
'index': clicks_num
})
rows_div_children.append(new_row)
return rows_div_children
elif (ctx.triggered and ctx.triggered[0]['prop_id'].split('.')[0]
== "dynamic-remove-twin-line") and len(rows_div_children) > 0:
rows_div_children.pop()
return rows_div_children
return rows_div_children
def analyze_or_alter_row_cell(_, __, ___, ____, jsonified_selected_lib,
row_visual_pair, visual_save):
num_clicks = uuid.uuid4().int
num_clicks = int(str(num_clicks)[-11:-1])
ctx = dash.callback_context
try:
triggered_id = ctx.triggered[0]['prop_id'].split('.')[0].split(
':')[2].strip('}"')
triggered_idx = ctx.triggered[0]['prop_id'].split('.')[0].split(
':')[1].split(',')[0]
except IndexError:
triggered_id = ctx.triggered[0]['prop_id'].split('.')[0]
if triggered_id == "row-add-field":
field_pair = visuals.generate_field_pair(
num_clicks, json.loads(jsonified_selected_lib))
row_visual_pair[0]['props']['children'] = [
*row_visual_pair[0]['props']['children'][:-1],
dbc.Col(field_pair, xs=6, md=4, lg=3, xl=2),
row_visual_pair[0]['props']['children'][-1]
]
elif triggered_id == 'row-remove-field':
if len(row_visual_pair[0]['props']['children']) > 1:
try:
value = row_visual_pair[0]['props']['children'][-2]['props'][
'children']['props']['children']['props']['children'][1][
'props']['value']
except KeyError:
value = 'none'
if value != 'none':
row_visual_pair[1]['props']['children'] = []
row_visual_pair[0]['props']['children'].pop(-2)
else:
pass
elif triggered_id == 'row-analyze-button':
analyze_clicks = triggered_idx
visual_output = analysis.analyze_inputs(
row_visual_pair, json.loads(jsonified_selected_lib))
if isinstance(visual_output, list):
visual_output1 = visual_output[0]
visual_output1 = dcc.Graph(figure=visual_output1)
if visual_output[1] == 'speedup':
table = visual_output[-1]
gpu_server_specs = visual_output[2]
plot = dbc.Col(visual_output1,
xs=12,
md=8,
className='card-size')
table = dbc.Col(table, xs=12, md=8)
else:
gpu_server_specs = visual_output[1]
plot = dbc.Col(visual_output1, xs=12, md=8)
table = dbc.Col(xs=12, md=8)
gpu_server_specs = [
dcc.Markdown(dedent(gpu_server_spec))
for gpu_server_spec in gpu_server_specs
]
if len(gpu_server_specs) % 3 == 0:
className = 'gpu-specs-full-row'
width = 4
else:
className = 'gpu-specs-col'
width = 8
if len(gpu_server_specs) % 2 == 0:
width = 4
className = 'gpu-specs-col2'
specs_out = dbc.Row(children=[
dbc.Col(spec_info, width=width, className=className)
for spec_info in gpu_server_specs
],
no_gutters=True,
justify='start',
className='analyze-output',
id={
'type': 'spec-info',
'index': analyze_clicks
})
children = [plot, table]
visual_id = {'type': 'output-visuals', 'index': analyze_clicks}
if json.loads(jsonified_selected_lib).lower() == 'rocrand':
visual_id = {
'type': 'output-visuals-rand',
'index': analyze_clicks
}
children = visuals.add_rand_slider(children, analyze_clicks)
outcome = get_what_to_save(
row_visual_pair,
json.loads(jsonified_selected_lib).lower())
visual_save = json.dumps(outcome)
elif json.loads(jsonified_selected_lib).lower() == 'rocblas':
children = visuals.add_blas_slider(children, analyze_clicks)
visual_id = {
'type': 'output-visuals-blas',
'index': analyze_clicks
}
outcome = get_what_to_save(
row_visual_pair,
json.loads(jsonified_selected_lib).lower())
visual_save = json.dumps(outcome)
visuals_out = dbc.Row(children=children,
justify='start',
className='analyze-output plots',
id=visual_id)
try:
row_visual_pair[1]['props']['children'] = [
specs_out, visuals_out
]
except IndexError:
pass
except ValueError:
pass
except KeyError:
pass
else:
error = dbc.Col(html.Div(visual_output,
className='analyze-output'),
xs=3,
lg=2)
row_visual_pair[1]['props']['children'] = [
dbc.Row(children=[error], justify='end')
]
elif triggered_id == 'row-toggle-button':
row_visual_pair[1]['props']['children'] = []
else:
return [row_visual_pair, visual_save]
return [row_visual_pair, visual_save]