CurationComponent¶
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class
openff.evaluator.datasets.curation.components.CurationComponent[source]¶ A base component for curation components which apply a particular operation (such as filtering or data conversion) to a data set.
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__init__()¶ Initialize self. See help(type(self)) for accurate signature.
Methods
__init__()Initialize self.
apply()Apply this curation component to a data set.
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classmethod
apply(data_set: PhysicalPropertyDataSet, schema: CurationComponentSchema, n_processes: int = '1') → PhysicalPropertyDataSet[source]¶ -
classmethod
apply(data_set: pandas.DataFrame, schema: CurationComponentSchema, n_processes: int = '1') → pandas.DataFrame Apply this curation component to a data set.
- Parameters
data_set – The data frame to apply the component to.
schema – The schema which defines how this component should be applied.
n_processes – The number of processes that this component is allowed to parallelize across.
- Returns
- Return type
The data set which has had the component applied to it.
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