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b4451e2 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 | """Statistical Summary Table plugin"""
from typing import Any
import logging
from dash import html, dash_table
from ..base import BaseTablePlugin
logger = logging.getLogger(__name__)
class SummaryStatisticsTablePlugin(BaseTablePlugin):
"""Summary statistics table (describe())."""
name = "Summary Statistics Table"
def controls(self) -> Any:
"""Summary table has no controls."""
return html.Div("No controls for this table.")
def render(self, **kwargs: Any) -> Any:
"""Render the summary statistics table."""
desc = self.dataframe.describe(include="all").transpose().reset_index()
desc = desc.rename(columns={"index": "Column"})
return dash_table.DataTable( # type: ignore
id="summary-stats-table",
columns=[{"name": c, "id": c} for c in desc.columns],
data=desc.to_dict("records"),
style_table={"overflowX": "auto"},
style_cell={
"textAlign": "center",
"padding": "6px",
"border": "1px solid #ccc",
"fontFamily": "Times New Roman, Times, serif",
},
style_header={
"backgroundColor": "#f0f0f0",
"fontWeight": "bold",
},
)
def register_callbacks(self, app: Any) -> Any:
"""Register callbacks for the summary statistics table."""
return None
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