astrodata.data.processors package¶

Submodules¶

class astrodata.data.processors.base.AbstractProcessor(**kwargs)¶

Bases: ABC

An abstract base class for data processors.

Subclasses must implement the process method to define how the input RawData is processed.

process(raw: RawData) -> RawData: Abstract method to process the input RawData and return a new RawData object.

abstractmethod process(raw)¶

process the input RawData and returns a new RawData object.

class astrodata.data.processors.common.DropDuplicates(**kwargs)¶

A processor that removes duplicate rows from the data.

process(raw: RawData) -> RawData: Drops duplicate rows in the RawData object and returns the updated object.

process(raw)¶

process the input RawData and returns a new RawData object.

class astrodata.data.processors.common.NormalizeAndSplit(**kwargs)¶

A processor that normalizes the data by subtracting the mean and dividing by the standard deviation.

process(raw: RawData) -> RawData: Normalizes the data in the RawData object and returns the updated object.

process(raw)¶

process the input RawData and returns a new RawData object.