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Explain a piece of Python code in human understandable language.
Example :
# Python 3
def remove_common_prefix(x, prefix, ws_prefix):
x["completion"] = x["completion"].str[len(prefix) :]
if ws_prefix:
# keep the single whitespace as prefix
x["completion"] = " " + x["completion"]
return x
# Explanation of what the code does
# The code above is a function that takes a dataframe and a prefix as input and returns a dataframe with the prefix removed from the completion column.
def remove_common_prefix(x, prefix, ws_prefix):
x["completion"] = x["completion"].str[len(prefix) :]
if ws_prefix:
# keep the single whitespace as prefix
x["completion"] = " " + x["completion"]
return x
# Explanation of what the code does
# The code above is a function that takes a dataframe and a prefix as input and returns a dataframe with the prefix removed from the completion column.