Parser

Document Processing Orchestrator Parser Package.

Modules:

Name	Description
BaseParser	Abstract base class for document parser.
PipelineParser	Module for parsing document with several parsers using pipeline.

Authors

Devita (devita1@gdplabs.id)

BaseParser

Bases: ABC

Base class for document parser.

This class serves as the base for document parser, which will define the structure for every content of document.

Methods:

Name	Description
parse	Abstract method to parse a document.

parse(loaded_elements, **kwargs) abstractmethod

Parse loaded elements to get element structure.

This method is abstract and must be implemented in subclasses. It defines the process of parsing a document using loaded elements.

Parameters:

Name	Type	Description	Default
loaded_elements	Any	The loaded elements from loader. ideally formatted as List[Dict].	required
**kwargs	Any	Additional keyword arguments for customization.	{}

Returns:

Name	Type	Description
Any	Any	The parsed document, ideally formatted as List[Dict]. Each dictionary within the list are recommended to follows the structure of model 'Element', to ensure consistency and ease of use across Document Processing Orchestrator.

PipelineParser()

Pipeline parser for parsing documents.

This class serves as the pipeline parser for parsing documents. It defines the structure for parsing documents with several parsers using pipeline.

Methods:

Name	Description
add_parser	Add parser to the pipeline parser.
parse	Parse the elements using parsers.

Initialize the pipeline parser.

add_parser(parser)

Add parser to the pipeline parser.

This method defines the process of adding parser to the pipeline parser.

Parameters:

Name	Type	Description	Default
parser	BaseParser	The parser to be added.	required

parse(elements, **kwargs)

Parse the elements using pipeline parser.

This method defines the process of parsing the elements using parsers.

Parameters:

Name	Type	Description	Default
elements	list[dict[str, Any]]	A list of dictionaries containing elements.	required
**kwargs	Any	Additional keyword arguments.	{}