dcase_util.data.RepositoryNormalizer

class dcase_util.data.RepositoryNormalizer(normalizers=None, filename=None, **kwargs)[source]

Data repository normalizer

__init__ method.

Parameters

normalizersdict: Normalizers in a dict to initialize the repository, key in the dictionary should be the label Default value None
filenamestr or dict: Either one filename (str) or multiple filenames in a dictionary. Dictionary based parameter is used to construct the repository from separate Normalizer, format: label as key, and filename as value. Default value None

__init__(normalizers=None, filename=None, **kwargs)[source]

__init__ method.

Parameters

normalizersdict: Normalizers in a dict to initialize the repository, key in the dictionary should be the label Default value None
filenamestr or dict: Either one filename (str) or multiple filenames in a dictionary. Dictionary based parameter is used to construct the repository from separate Normalizer, format: label as key, and filename as value. Default value None

Methods

`__init__`([normalizers, filename])	__init__ method.
`accumulate`(data)	Accumulate statistics
`delimiter`([exclude_delimiters])	Use csv.sniffer to guess delimiter for CSV file
`detect_file_format`([filename])	Detect file format from extension
`empty`()	Check if file is empty
`exists`()	Checks that file exists
`finalize`()	Finalize statistics calculation
`get_file_information`()	Get file information, filename
`is_package`([filename])	Determine if the file is compressed package.
`load`(filename[, collect_from_containers])	Load normalizers from disk.
`log`([level])	Log container content
`normalize`(data, **kwargs)	Normalize data repository
`reset`()	Reset normalizers.
`save`([filename, split_into_containers])	Save file
`show`([mode, indent, visualize])	Print container content
`to_html`([indent])	Get container information in a HTML formatted string
`to_string`([ui, indent])	Get container information in a string
`validate_format`()	Validate file format

Attributes