Base Data¶
Contains abstract class for data loading and saving.
- class dataprofiler.data_readers.base_data.BaseData(input_file_path, data, options)¶
Bases:
objectAbstract class for data loading and saving.
Initialize Base class for loading a dataset.
Options can be specified and maybe more specific to the subclasses.
- Parameters
input_file_path (str) – path to the file being loaded or None
data (multiple types) – data being loaded into the class instead of an input file
options (dict) – options pertaining to the data type
- Returns
None
- data_type = None¶
- info = None¶
- property data¶
Return data.
- property is_structured¶
Determine compatibility with StructuredProfiler.
- property data_format¶
Return data format.
- property file_encoding¶
Return file encoding.
- get_batch_generator(batch_size)¶
Get batch generator.
- classmethod is_match(input_file_path, options)¶
Return true if match, false otherwise.
- reload(input_file_path, data, options)¶
Reload the data class with a new dataset.
This erases all existing data/options and replaces it with the input data/options.
- Parameters
input_file_path (str) – path to the file being loaded or None
data (multiple types) – data being loaded into the class instead of an input file
options (dict) – options pertaining to the data type
- Returns
None
- property length¶
Return the length of the dataset which is loaded.
- Returns
length of the dataset