Component¶
- class glue.core.component.Component(data, units=None)[source]¶
Bases:
object
Stores the actual, numerical information for a particular quantity
Data objects hold one or more components, accessed via ComponentIDs. All Components in a data set must have the same shape and number of dimensions
- Parameters:
- data
ndarray
The data to store.
- unitsstr, optional
Unit label.
- data
Notes
Instead of instantiating Components directly, consider using
Component.autotyped()
, which chooses a subclass most appropriate for the data type.Attributes Summary
Whether or not the datatype is categorical.
The underlying
ndarray
Whether or not or not the datatype is a date/time
The number of dimensions
Whether or not the datatype is numeric.
Tuple of array dimensions
Methods Summary
autotyped
(data[, units])Automatically choose between Component and CategoricalComponent, based on the input data type.
jitter
([method])to_series
(**kwargs)Convert into a pandas.Series object.
Attributes Documentation
Methods Documentation