dcase_util.processors.RepositorySequencingProcessor

class dcase_util.processors.RepositorySequencingProcessor(sequence_length=10, hop_length=None, padding=None, shift=0, shift_border='roll', required_data_amount_per_segment=0.9, **kwargs)[source]

Data sequencing processor

__init__ method.

Parameters
sequence_lengthint

Sequence length Default value 10

hop_lengthint

Hop value of when forming the sequence, if None then hop length equals to sequence_length (non-overlapping sequences). Default value None

padding: str

How data is treated at the boundaries [None, ‘zero’, ‘repeat’] Default value None

shift_borderstring, [‘roll’, ‘shift’]

Sequence border handling when doing temporal shifting. Default value roll

shiftint

Sequencing grid shift. Default value 0

required_data_amount_per_segmentfloat [0,1]

Percentage of valid data items per segment there need to be for valid segment. Use this parameter to filter out part of the non-full segments. Default value 0.9

__init__(sequence_length=10, hop_length=None, padding=None, shift=0, shift_border='roll', required_data_amount_per_segment=0.9, **kwargs)[source]

__init__ method.

Parameters
sequence_lengthint

Sequence length Default value 10

hop_lengthint

Hop value of when forming the sequence, if None then hop length equals to sequence_length (non-overlapping sequences). Default value None

padding: str

How data is treated at the boundaries [None, ‘zero’, ‘repeat’] Default value None

shift_borderstring, [‘roll’, ‘shift’]

Sequence border handling when doing temporal shifting. Default value roll

shiftint

Sequencing grid shift. Default value 0

required_data_amount_per_segmentfloat [0,1]

Percentage of valid data items per segment there need to be for valid segment. Use this parameter to filter out part of the non-full segments. Default value 0.9

Methods

__init__([sequence_length, hop_length, ...])

__init__ method.

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

get_file_information()

Get file information, filename

get_processing_chain_item()

Get processing chain item with current Processor data.

is_package([filename])

Determine if the file is compressed package.

load([filename])

Load file

log([level])

Log container content

process([data, store_processing_chain])

Process

save([filename])

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

bytes

File size in bytes

input_type

Input data type

logger

Logger instance

md5

Checksum for file.

output_type

Output data type

valid_formats

Valid file formats