mopipe.core.common.datastructs

datastructs.py

This module contains the data structures used by the mopipe package.

DataLevel Objects

class DataLevel(IntEnum)

DataLevel

Enum for the different levels of data that can be read by the mopipe package.

EnumContainsMeta Objects

class EnumContainsMeta(EnumMeta)

ExtendedStrEnum

This is an extension of the StrEnum class from the enum module. It adds the contains method, which allows checking if a string is a valid member of the enum.

It also adds the getitem method, which allows getting the value of a member from its name, or if you already pass in a value, it will return the value.

MocapMetadataEntries Objects

class MocapMetadataEntries(StrEnum, metaclass=EnumContainsMeta)

MocapMetadata

Common metadata for all MoCap data, and their transformed names. This allows a common interface for all MoCap data.

mopipe.core.data.empirical

This contains base classes for defining data associated with experiemnts

MetaData Objects

class MetaData(dict)

MetaData

Base class for all metadata associated with data.

MocapMetaData Objects

class MocapMetaData(MetaData)

MocapMetaData

This automatically transforms the keys of the metadata to the known names in MocapMetadataEntries.

EmpiricalData Objects

class EmpiricalData()

EmpiricalData

Base class for all empirical data.

DiscreteData Objects

class DiscreteData(EmpiricalData)

DiscreteData

For data that is associated with a level, but not timeseries.

TimeseriesData Objects

class TimeseriesData(EmpiricalData)

TimeseriesData

For timeserioes data that is associated with a level.

MocapTimeSeries Objects

class MocapTimeSeries(TimeseriesData)

MocapTimeSeries

For Mocap data (i.e. 3D marker positions).