import sys from typing import Any, Dict, List, Optional, Sequence, Union from pandas import DataFrame from rich.console import Console from rich.table import Column, Table from rich.text import Text TextOrString = Union[str, Text] def print_rich_table( tabular_data: Sequence[Union[Dict[str, Any], Sequence[TextOrString]]], headers: Sequence[str], summary: Optional[str] = None, *, justify="right", table_kwargs: Optional[Dict[str, Any]] = None, ) -> None: table = Table( *[c if isinstance(c, Column) else Column(c, justify=justify) for c in headers], title=summary, **(table_kwargs or {}), ) for row in tabular_data: if isinstance(row, dict): table.add_row( *[ row[header] if isinstance(row[header], Text) else str(row[header]) for header in headers ] ) else: row_to_add: List[Union[str, Text]] = [r if isinstance(r, Text) else str(r) for r in row] table.add_row(*row_to_add) width = None if any(module in ["pytest", "ipykernel"] for module in sys.modules): width = 200 console = Console(width=width) console.print(table) def _format_value(value: Any, *, floatfmt: str) -> str: if isinstance(value, float): return f"{value:{floatfmt}}" return str(value) def print_df_rich_table( tabular_data: DataFrame, headers: Sequence[str], summary: Optional[str] = None, *, show_index=False, index_name: Optional[str] = None, table_kwargs: Optional[Dict[str, Any]] = None, ) -> None: table = Table(title=summary, **(table_kwargs or {})) if show_index: index_name = str(index_name) if index_name else tabular_data.index.name table.add_column(index_name) for header in headers: table.add_column(header, justify="right") for value_list in tabular_data.itertuples(index=show_index): row = [_format_value(x, floatfmt=".3f") for x in value_list] table.add_row(*row) width = None if any(module in ["pytest", "ipykernel"] for module in sys.modules): width = 200 console = Console(width=width) console.print(table)