我似乎无法更新 Plotly colorbar 图上的标题。我尝试了下面列出的多种方法,但无法从 color.
更改它colorbar=dict(title='Colorbar Title Here')
coloraxis_colorbar_title_text = "Colorbar Title Here"
fig.data[0].colorbar.title = "Title Here"
安装的 Plotly 包是
5.11.0
.
import dash
from dash import dcc
from dash import html
from dash.dependencies import Input, Output
import dash_bootstrap_components as dbc
import plotly.express as px
import plotly.graph_objs as go
import pandas as pd
from datetime import datetime as dt
from dash.exceptions import PreventUpdate
df = pd.DataFrame({
'Type': ['A','B','B','B','C','C','D','E','E','E','E','F','F','F'],
})
N = 30
df = pd.concat([df] * N, ignore_index=True)
df['TIMESTAMP'] = pd.date_range(start='2022/01/01 07:30', end='2022/01/30 08:30', periods=len(df))
df['TIMESTAMP'] = pd.to_datetime(df['TIMESTAMP'], dayfirst = True).sort_values()
df['DATE'], df['TIME'] = zip(*[(d.date(), d.time()) for d in df['TIMESTAMP']])
df['DATE'] = pd.to_datetime(df['DATE'],format='%Y-%m-%d')
df = df.sort_values(by = 'DATE')
df['DOW'] = df['DATE'].dt.weekday
df = df.sort_values('DOW').reset_index(drop=True)
df['DOW'] = df['DATE'].dt.day_name()
df['DATE'] = df['DATE'].astype(str)
df['Color'] = df['DOW'].map(dict(zip(df['DOW'].unique(),
px.colors.qualitative.Plotly[:len(df['DOW'].unique())])))
Color = df['Color'].unique()
Category = df['DOW'].unique()
cats = dict(zip(Category,Color))
external_stylesheets = [dbc.themes.SPACELAB, dbc.icons.BOOTSTRAP]
app = dash.Dash(__name__, external_stylesheets = external_stylesheets)
filter_box = html.Div(children=[
html.Div(children=[
html.Label('Date', style={'paddingTop': '2rem'}),
dcc.Dropdown(
id='DATE',
options=[
{'label': x, 'value': x} for x in df['DATE'].unique()
],
value=df['DATE'].unique(),
multi=True
),
], className="four columns",
style={'padding':'2rem', 'margin':'1rem'} )
])
app.layout = dbc.Container([
dbc.Row([
dbc.Col(html.Div(filter_box, className="bg-secondary h-100"), width=2),
dbc.Col([
dbc.Row([
dbc.Col(dcc.Graph(id = 'date-bar-chart'),
),
]),
], width=5),
])
], fluid=True)
@app.callback(
Output('date-bar-chart', 'figure'),
[Input("DATE", "value"),
])
def date_chart(date):
if date:
dff = df[df['DATE'].isin(date)]
count = dff.groupby(['DATE',"DOW"])['DATE'].count().reset_index(name='counts')
data = px.bar(x = count['DATE'],
y = count['counts'],
color = count['DOW'],
color_discrete_map = cats,
#colorbar=dict(title='Colorbar Title Here')
)
layout = go.Layout(title = 'Date')
fig = go.Figure(data = data, layout = layout)
fig.update_layout(coloraxis_colorbar_title_text = "Colorbar Title Here",
xaxis_title = 'Date',
yaxis_title = 'Count',
margin = dict(l = 5, r = 5, t = 40, b = 5),
title_text = 'Title Here', title_x = 0.5, title_y = 0.96
);
#fig.data[0].colorbar.title = "Title Here"
fig.layout.coloraxis.colorbar.title = 'Colorbar Title Here'
return fig
else:
raise PreventUpdate
if __name__ == '__main__':
app.run_server(debug = True, port = 8051)