在将熊猫数据框值传递给破折号时面临的问题

时间:2019-04-02 05:41:24

标签: python-3.x drop-down-menu plotly-dash

我想创建一个下拉仪表板,用户可以在其中从列中选择一个值。最后的输出是另一列中的值。

例如,如果我从Col_1中选择“低延迟”,从Col_2中选择“高峰月”,从Col_3中选择“高峰时间”,从Col_4中选择“ 90”,那么最终输出应显示Final_1和Final_2中的相应值,即“ 3” ”和“ 44”。

我尝试在破折号python上执行此操作。我一直在看以下链接:-“ https://community.plot.ly/t/dynamic-controls-and-dynamic-output-components/5519

Sample df on which I am performing code

这是我的代码,因为我在传递值时遇到麻烦,所以我一直在手动输入值。

app = dash.Dash()
app.layout = html.Div([
    dcc.Dropdown(
        id='datasource-1',
        options=[
            {'label': i, 'value': i} for i in ['Low Delay','High Delay']
        ],
    ),
    dcc.Dropdown(
        id='datasource-2',
        options=[
            {'label': i, 'value': i} for i in ['Peak Month','Non Peak Month']
        ]
    ),
    dcc.Dropdown(
        id='datasource-3',
        options=[
            {'label': i, 'value': i} for i in ['Peak Hour', 'Non Peak Hour']
        ]
    ),
    dcc.Dropdown(
        id='datasource-4',
        options=[
            {'label': i, 'value': i} for i in ['60','90','120','150','>180']
        ]
    ),   
    html.Hr(),
    html.Div('Select Hour and Threshold Delay'),
    html.Div(
        id='controls-container'
    ),
    html.Hr(),
    html.Div('Output'),
    html.Div(
        id='output-container'
    )
])

def generate_control_id(value):
    return 'Control {}'.format(value)

DYNAMIC_CONTROLS = {
    'Low Delay': dcc.Dropdown(
        id=generate_control_id('Low Delay'),
        options=[{'label': '{}'.format(i), 'value': i} for i in ['Peak Hour', 'Non Peak Hour']]
    ),
    'High Delay': dcc.Dropdown(
        id=generate_control_id('High Delay'),
        options=[{'label': '{}'.format(i), 'value': i} for i in ['Peak Hour', 'Non Peak Hour']]
    ),
    'Peak Month': dcc.Dropdown(
        id=generate_control_id('X'),
        options=[{'label': '{}'.format(i), 'value': i} for i in ['60','90','120','150','>180']]
    ),
    'Non Peak Month': dcc.Dropdown(
        id=generate_control_id('Y'),
        options=[{'label': 'Dropdown Y: {}'.format(i), 'value': i} for i in ['60','90','120','150','>180']]
    )
}

@app.callback(
    Output('controls-container', 'children'),
    [Input('datasource-1', 'value'),
     Input('datasource-2', 'value')])
def display_controls(datasource_1_value, datasource_2_value):
    # generate 2 dynamic controls based off of the datasource selections
    return html.Div([
        DYNAMIC_CONTROLS[datasource_1_value],
        DYNAMIC_CONTROLS[datasource_2_value],
    ])

def generate_output_id(value1, value2):
    return '{} {} container'.format(value1, value2)

@app.callback(
    Output('output-container', 'children'),
    [Input('datasource-1', 'value'),
     Input('datasource-2', 'value')])
def display_controls(datasource_1_value, datasource_2_value):
    # create a unique output container for each pair of dyanmic controls
    return html.Div(id=generate_output_id(
        datasource_1_value,
        datasource_2_value
    ))

def generate_output_callback(datasource_1_value, datasource_2_value):
    def output_callback(control_1_value, control_2_value):
        # This function can display different outputs depending on
        # the values of the dynamic controls
        return '''
            You have selected {} and {} which were
            generated from {} (datasource 1) and and {} (datasource 2)
        '''.format(
            control_1_value,
            control_2_value,
            datasource_1_value,
            datasource_2_value
        )
    return output_callback

app.config.supress_callback_exceptions = True

for value1, value2 in itertools.product(
        [o['value'] for o in app.layout['datasource-1'].options],
        [o['value'] for o in app.layout['datasource-2'].options]):
    app.callback(
        Output(generate_output_id(value1, value2), 'children'),
        [Input(generate_control_id(value1), 'value'),
         Input(generate_control_id(value2), 'value')])(
        generate_output_callback(value1, value2)
    )

if __name__ == '__main__':
    app.run_server()

Expecting something similar

我想要我的数据框上的预期输出。 如果我从Col_1中选择“低延迟”,从Col_2中选择“高峰月”,从Col_3中选择“高峰时间”,从Col_4中选择“ 90”,那么最终输出应显示Final_1和Final_2中的相应值,分别是“ 3”和“ 44” < / p>

0 个答案:

没有答案