sec_parser.processing_steps.text_classifier

Classes

AbstractElementwiseProcessingStep	AbstractElementwiseTransformStep class is used to iterate over
ElementProcessingContext	The ElementProcessingContext class is designed to provide context information
TextElement	The TextElement class represents a standard text paragraph within a document.
TextClassifier	TextClassifier class for converting elements into TextElement instances.

Module Contents

class sec_parser.processing_steps.text_classifier.AbstractElementwiseProcessingStep(*, types_to_process: set[type[sec_parser.semantic_elements.abstract_semantic_element.AbstractSemanticElement]] | None = None, types_to_exclude: set[type[sec_parser.semantic_elements.abstract_semantic_element.AbstractSemanticElement]] | None = None)

Bases: sec_parser.processing_steps.abstract_classes.abstract_processing_step.AbstractProcessingStep

AbstractElementwiseTransformStep class is used to iterate over all Semantic Elements with or without applying transformations.

_NUM_ITERATIONS = 1

abstract _process_element(element: sec_parser.semantic_elements.abstract_semantic_element.AbstractSemanticElement, context: sec_parser.processing_steps.abstract_classes.processing_context.ElementProcessingContext) → sec_parser.semantic_elements.abstract_semantic_element.AbstractSemanticElement

_process_element method is responsible for transforming a single semantic element into another.

It can also be utilized to simply iterate over all elements without applying any transformations.

_process_recursively(elements: list[sec_parser.semantic_elements.abstract_semantic_element.AbstractSemanticElement], *, _context: sec_parser.processing_steps.abstract_classes.processing_context.ElementProcessingContext) → list[sec_parser.semantic_elements.abstract_semantic_element.AbstractSemanticElement]

_process(elements: list[sec_parser.semantic_elements.abstract_semantic_element.AbstractSemanticElement]) → list[sec_parser.semantic_elements.abstract_semantic_element.AbstractSemanticElement]

class sec_parser.processing_steps.text_classifier.ElementProcessingContext

The ElementProcessingContext class is designed to provide context information for elementwise processing steps.

iteration: int

class sec_parser.processing_steps.text_classifier.TextElement(html_tag: sec_parser.processing_engine.html_tag.HtmlTag, *, processing_log: sec_parser.processing_engine.processing_log.ProcessingLog | None = None, log_origin: sec_parser.processing_engine.processing_log.LogItemOrigin | None = None)

Bases: sec_parser.semantic_elements.mixins.dict_text_content_mixin.DictTextContentMixin, sec_parser.semantic_elements.abstract_semantic_element.AbstractSemanticElement

The TextElement class represents a standard text paragraph within a document.

class sec_parser.processing_steps.text_classifier.TextClassifier(*, types_to_process: set[type[sec_parser.semantic_elements.abstract_semantic_element.AbstractSemanticElement]] | None = None, types_to_exclude: set[type[sec_parser.semantic_elements.abstract_semantic_element.AbstractSemanticElement]] | None = None)

Bases: sec_parser.processing_steps.abstract_classes.abstract_elementwise_processing_step.AbstractElementwiseProcessingStep

TextClassifier class for converting elements into TextElement instances.

This step scans through a list of semantic elements and changes it, primarily by replacing suitable candidates with TextElement instances.

_process_element(element: sec_parser.semantic_elements.abstract_semantic_element.AbstractSemanticElement, _: sec_parser.processing_steps.abstract_classes.abstract_elementwise_processing_step.ElementProcessingContext) → sec_parser.semantic_elements.abstract_semantic_element.AbstractSemanticElement

Transform a single semantic element into a TextElement if applicable.