在dash应用程序中集成pandas-profiling报告

Question

如何将pandas-profiling报告集成到dash应用程序中？

Pandas Profiling

Streamlit允许这些集成(但我很难在其中管理缓存/会话) https://discuss.streamlit.io/t/including-pandas-profiling-report-in-streamlit/473/2

但我在dash上没有看到任何关于这方面的文档。请帮帮忙。

Answer 1

您有两个选项：

生成de html页面并将其作为资产加载到Dash中：

1 - Create the Report  
profile = ProfileReport(df, title="Pandas Profiling Report")
profile.to_file("your_report.html")

2 - Load the html report
https://github.com/plotly/dash-core-components/issues/429

获取原始文本并安装dash-dangerously set-set html以原始格式使用它：

1- Install the lib

pip install dash-dangerously-set-inner-html

2- Create the raw report

profile = ProfileReport(df, title="Pandas Profiling Report")
text_raw = profile.to_html()

3- Use it in your dash

app.layout = html.Div([
dash_dangerously_set_inner_html.DangerouslySetInnerHTML('''HTML CODE HERE''')])

app.layout = html.Div([
dash_dangerously_set_inner_html.DangerouslySetInnerHTML(text_raw)])

正如lib的名字所说，不推荐使用它。