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420 def df_column_types_rename(df): 421 result = [df[x].dtype.name for x in list(df.columns)] 422 result[:] = [x if x != 'object' else 'string' for x in result] 423 result[:] = [x if x != 'int64' else 'integer' for x in result] 424 result[:] = [x if x != 'float64' else 'double' for x in result] 425 result[:] = [x if x != 'bool' else 'boolean' for x in result] 426 427 return result
39 def _drop_col(self, df): 40 ''' 41 Drops last column, which was added in the parsing procedure due to a 42 trailing white space for each sample in the text file 43 Arguments: 44 df: pandas dataframe 45 Return: 46 df: original df with last column dropped 47 ''' 48 return df.drop(df.columns[-1], axis=1)
653 def set_index_post_series(df, index_name, drop, column_dtype): 654 df2 = df.drop("_partitions", axis=1).set_index("_index", drop=True) 655 df2.index.name = index_name 656 df2.columns = df2.columns.astype(column_dtype) 657 return df2
136 def copy_column(self, to, fro): 137 """Copy column data 138 139 Args: 140 fro (str): column name to copy data from 141 to (str): column name to copy to 142 """ 143 logging.debug("copying {} to {}".format(fro, to)) 144 self.df[to] = self.df[fro]