PrettyColorPrinter 0.37

Pandas DataFrames / Pandas Series / Print colored Numpy arrays / lists / dicts / tuples!

Print colored Numpy arrays / pandas DataFrames / Pandas Series / lists / dicts / tuples!

pip install PrettyColorPrinter

This is everything you have to do to use PrettyColorPrinter with pandas

from PrettyColorPrinter import add_printer
add_printer() #This function will add some methods to PandasObject

#Let’s import pandas and create a DataFrame:

import pandas as pd
df=pd.read_csv(r"https://github.com/pandas-dev/pandas/raw/main/doc/data/air_quality_no2_long.csv")

Update 2022/10/08

Fixed a bug with empty DataFrames

Update 2022/10/05

add_printer(overwrite_pandas_printer=False)
If you pass overwrite_pandas_printer=True then the color printer will replace __str__ and __repr__ from pandas

You can configure the color printer using:
     pd.color_printer_activate(print_stop:int=69,max_colwidth:int=300,repeat_cols:int=70)
     print_stop = maximum lines to print
     max_colwidth = maximum column width
     repeat_cols = for better readability, the columns are printed each x row


    This is how you switch back and forth between standard pandas and color printer:
      pd.color_printer_reset() #to standard pandas
      pd.color_printer_activate() #to color printer

Have a look

from PrettyColorPrinter import add_printer
from a_pandas_ex_plode_tool import pd_add_explode_tools
import pandas as pd
pd_add_explode_tools()
add_printer(overwrite_pandas_printer=True)
data={'critic_reviews': [{'review_critic': 'XYZ', 'review_score': 90},
                    {'review_critic': 'ABC', 'review_score': 90},
                    {'review_critic': '123', 'review_score': 90}],
 'genres': ['Sports', 'Golf'],
 'score': 85,
 'title': 'Golf Simulator',
 'url': 'http://example.com/golf-simulator'}
df = pd.Q_AnyNestedIterable_2df(data,unstack=False) #multiindex 
df2 = df.d_unstack() #normal index
df #if you type df, you will get a colored dataframe instead of the regular pandas version

All methods added to pandas start either with:

• ds_ (for DataFrames and Series)

• s_ (only for Series)

• d_ (only for DataFrames)

All methods that are added to PandasObject

• ds_color_print

• ds_color_print_all

• d_color_print_columns

• d_color_print_index

• ds_color_print_all_with_break

• ds_color_print_context

#If you want to see some examples:
from PrettyColorPrinter import print_test_from_pandas_github
print_test_from_pandas_github()

#If you need help
help(df.ds_color_print)
qq_ds_print(max_rows: int = 1000, max_colwidth: int = 300, repeat_cols: int = 70, asnumpy: bool = False, returndf: bool = False) -> Union[pandas.core.frame.DataFrame, pandas.core.series.Series, NoneType] method of pandas.core.frame.DataFrame instance
    Parameters
    ----------
    df : pd.DataFrame, pd.Series
        Array to print
    max_rows : int
        Stop printing after n lines (default is 1000)
    max_colwidth : int
        Width of each column (default is 300)
    repeat_cols : int (default is 70)
        Print columns again after n lines  (default is 70)
    asnumpy: bool (default is False)
        Converts pandas DataFrame to np before printing.
        If there are duplicated columns in a Pandas DataFrame,
        it changes to printasnp = True  (default is False)
    returndf:  bool (default is False)
        return the input DataFrame to allow chaining

Using PrettyColorPrinter without pandas

**

The function pdp can be used without pandas. 
Doing it this way, you are not restricted to PandasObjects.

You can print lists, dicts, tuples, np.arrays, pd.DataFrames and pd.Series

**

from PrettyColorPrinter import pdp