I am trying to format the output in an IPython notebook. I tried using the to_string function, and this neatly lets me eliminate the index column. But the textual data is ri
This works on Python 3.7 (functools is a part of that release now)
# pylint: disable=C0103,C0200,R0205
from __future__ import print_function
import pandas as pd
import functools
@staticmethod
def displayDataFrame(dataframe, displayNumRows=True, displayIndex=True, leftJustify=True):
# type: (pd.DataFrame, bool, bool, bool) -> None
"""
:param dataframe: pandas DataFrame
:param displayNumRows: If True, show the number or rows in the output.
:param displayIndex: If True, then show the indexes
:param leftJustify: If True, then use technique to format columns left justified.
:return: None
"""
if leftJustify:
formatters = {}
for columnName in list(dataframe.columns):
columnType = type(columnName) # The magic!!
# print("{} => {}".format(columnName, columnType))
if columnType == type(bool):
form = "{{!s:<8}}".format()
elif columnType == type(float):
form = "{{!s:<5}}".format()
else:
max = dataframe[columnName].str.len().max()
form = "{{:<{}s}}".format(max)
formatters[columnName] = functools.partial(str.format, form)
print(dataframe.to_string(index=displayIndex, formatters=formatters), end="\n\n")
else:
print(dataframe.to_string(index=displayIndex), end="\n\n")
if displayNumRows:
print("Num Rows: {}".format(len(dataframe)), end="\n\n")