DataFrame deserializers.
Functions
read_file_to_df(file_name[, file_type, ...]) |
Reads a file into a dataframe and performs any of the necessary cleanup. |
- read_file_to_df(file_name, file_type=<FileTypes.Auto: 0>, parser_kwargs=None, filter_nulls=True, filter_null_columns='data', df_type='pandas')[source]
Reads a file into a dataframe and performs any of the necessary cleanup.
- Parameters
- file_name
-
file_type :
morpheus.common.FileTypes - parser_kwargs
- filter_nulls
- filter_null_columns
- df_type
File to read.
Type of file. Leave as Auto to determine from the extension.
Any argument to pass onto the parse, by default {}. Ignored when C++ execution is enabled and
df_type="cudf"Whether to filter null rows after loading, by default True.
Column or columns to filter null values from. Ignored when
filter_nullis False.What type of parser to use. Options are ‘cudf’ and ‘pandas’, by default “pandas”.
- Returns
- DataFrameType
A parsed DataFrame.