Create prettier tables in matplotlib
Project description
mpltable
mpltable
is a Python library that makes it easy to create and customize tables using matplotlib. It provides a simple Table
class that can be used to draw tables on a given Axes
object. This library offers various customization options such as column width, cell and header styles, title, separators, and border options.
Installation
To install mpltable, run the following command:
pip install mpltable
Usage
Below is a quick example of using mpltable to create a simple table.
import pandas as pd
import matplotlib.pyplot as plt
from mpltable import Table
# Sample data
data = pd.DataFrame({
'A': [1, 2, 3],
'B': [4, 5, 6],
'C': [7, 8, 9]
})
# Create a table with the data
fig, ax = plt.subplots()
table = Table(data, ax)
table.draw()
plt.show()
Features
The Table
class in mpltable provides several features for customizing your table:
show_column_names
: Display or hide column names in the table (default:True
).col_widths
: Set the column widths (default: equal width for all columns).col_header_options
: Customize the appearance of the column headers.cell_options
: Customize the appearance of the table cells.table_title
: Set the table title (default:None
).title_options
: Customize the appearance and position of the table title.background_color
: Set the background color of the table (default:None
).header_separator_kwargs
: Customize the separator line between header and data rows.column_separator_kwargs
: Customize the separator lines between columns.row_separator_kwargs
: Customize the separator lines between rows.border_options
: Customize the appearance of the table borders.
col_header_options
You can pass in a dictionary with the following settings
text_kwargs
: A dictionary of keyword arguments to pass to the text rendering function for the column headers.padding
: A float between 0 and 1 indicating the amount of padding to add around the text in each column header as a fraction of the height of the column header.alignment
: A string indicating the horizontal alignment of the text in each column header, either "left", "center", or "right".extend_column_separator
: A boolean indicating whether the column separator lines should extend through the column headers.
cell_options
You can pass in a dictionary with the following settings
text_kwargs
: A dictionary of keyword arguments to pass to the text rendering function for the cells.padding
: A float between 0 and 1 indicating the amount of padding to add around the text in each cell as a fraction of the height of the cell.alignment
: A string indicating the horizontal alignment of the text in each cell, either "left", "center", or "right".
title_options
You can pass in a dictionary with the following settings
text_kwargs
: A dictionary of keyword arguments to pass to the text rendering function for the table title.padding
: A float between 0 and 1 indicating the amount of padding to add around the text in the table title as a fraction of the height of the table title.alignment
: A string indicating the horizontal alignment of the text in the table title, either "left", "center", or "right".position
: A string indicating the position of the table title, either "top" or "bottom".height
: A float between 0 and 1 indicating the height of the table title as a fraction of the height of the table.separator_kwargs
: A dictionary of keyword arguments to pass to the line rendering function for the separator line between the table title and the table.
border_options
You can pass in a dictionary with the following settings
bottom
: a dictionary of keyword arguments to pass to the line rendering function for the bottom border of the table.top
: a dictionary of keyword arguments to pass to the line rendering function for the top border of the table.left
: a dictionary of keyword arguments to pass to the line rendering function for the left border of the table.right
: a dictionary of keyword arguments to pass to the line rendering function for the right border of the table.
Once the Table
object has been instantiated, all these are converted into dataclasses and can be modified directly
before calling the draw
method. For example, to change the column widths, you can do the following:
table.col_widths = [0.2, 0.3, 0.5]
table.draw()
For more examples and detailed usage instructions, please refer to the documentation.
License
mpltable is released under the MIT License.
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