Entity Parser
The library is intended to support multiple formats for parsing with a unified underlying object representation. For the Textract customer, the response_parser function has been created to handle API response parsing for DetectDocumentText, AnalyzeDocument, StartDocumentTextDetection and StartDocumentAnalysis.
response_parser
Consumes Textract JSON response and converts them to a Document object format. This class contains all the necessary utilities to create entity objects from JSON blocks within the response. Use ResponseParser’s parse function to handle API response and convert them to Document objects.
- textractor.parsers.response_parser.create_expense_from_field(field: Dict, page: Page) ExpenseField
- textractor.parsers.response_parser.parse(response: dict) Document
Ingests response data and API Call Mode and calls the appropriate function for it. Presently supports only SYNC and ASYNC API calls. Will be extended to Analyze ID and Expense in the future.
- Parameters
response (dict) – JSON response data in a format readable by the ResponseParser.
- Returns
Document object returned after making respective parse function calls.
- Return type
- textractor.parsers.response_parser.parse_analyze_id_response(response)
- textractor.parsers.response_parser.parse_document_api_response(response: dict) Document
Parses Textract JSON response and converts them into Document object containing Page objects. A valid Page object must contain at least a unique name and physical dimensions.
- Parameters
response (dict) – JSON response data in a format readable by the ResponseParser
- Returns
Document object containing the hierarchy of DocumentEntity descendants.
- Return type
- textractor.parsers.response_parser.parser_analyze_expense_response(response)