noctis.data_transformation.preprocessing.data_preprocessing.SynGraphPreprocessor¶
- class noctis.data_transformation.preprocessing.data_preprocessing.SynGraphPreprocessor(schema: GraphSchema, config: PreprocessorConfig)[source]¶
Preprocessor for handling synthetic graph objects, extracting nodes and relationships based on a predefined schema and configuration.
- Inherits from:
ChemicalStringPreprocessorBase PythonObjectPreprocessorInterface
- __init__(schema: GraphSchema, config: PreprocessorConfig)[source]¶
Initialize the preprocessor with a graph schema and configuration. Sets validation to False for synthetic graph processing.
- Args:
schema (GraphSchema): The schema defining nodes and relationships. config (PreprocessorConfig): Configuration settings for preprocessing.
Methods
__init__(schema, config)Initialize the preprocessor with a graph schema and configuration.
run(data)Process a list of synthetic graph objects to extract nodes and relationships.
Attributes
failed_strings
