Answers for "can I use pickle pandas as dataframe"

1

python load pandas from pickle

>>> unpickled_df = pd.read_pickle("./dummy.pkl")
>>> unpickled_df
   foo  bar
0    0    5
1    1    6
2    2    7
3    3    8
4    4    9
Posted by: Guest on May-22-2020
1

pandas to pickle

# use pickle format to save columns with complex data (like list) 
# and keep their structure

>>> original_df = pd.DataFrame({"foo": range(5), "bar": range(5, 10)})
>>> original_df
   foo  bar
0    0    5
1    1    6
2    2    7
3    3    8
4    4    9
>>> original_df.to_pickle("./dummy.pkl") # use read_pickle to read the dataframe
Posted by: Guest on May-28-2021

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