Parser generation based on example document
View Patent ↗The process generates a parser to extract records from a set of documents. The process operates on a sample document from the set. The sample document is an XML document or is converted to an XML document. Simple Xpaths of the XML document are identified. Complex extensions of the simple Xpath are clustered according to common substructures. The complex Xpath clusters are scored according to content in instances or differences in content among instances. Candidate parsers are created. Each candidate consists of a single record Xpath and one or more field value Xpaths that are descendents of the record Xpath. The candidate parsers are ranked using the Xpath scores.
1. A method for making a parser for use in extracting record data from a set of XML documents with similar structure, the method comprising the steps of:
a. identifying simple XPaths in a sample document;
b. forming complex XPaths and clustering the complex XPaths by common substructure;
c. scoring simple XPaths based on content in instances or differences in content among instances;
d. scoring complex XPaths based on content in instances or differences in content among instances;
e. forming candidate parsers, with each parser comprising a single record XPath that identifies records and one or more field XPaths that identify fields;
f. scoring the candidate parsers, with each candidate parser score based on the scores of the field XPaths, a number of records identified in the sample document by the record XPath, and structural similarity between records; and
g. ordering the candidate parsers according to the scores.
2. The method of claim 1 , wherein the scoring of XPaths further comprises the step of:
a. scoring XPaths based on a combination of structural similarity among XML substructures over nodes referenced by the candidate record XPath and content-based scores for the XML substructures.
3. A method of producing a parser for a set of documents with similar structure, the method comprising the steps of:
a. using a sample document from the set as input;
b. producing multiple candidate parsers based on the sample document;
c. a user choosing one or more of the candidate parsers and observing their output or outputs on the sample document; and
d. a user selecting a candidate parser of the chosen candidate parsers.
4. The method of claim 3 , further comprising the step of:
a. a user altering the selected parser.
5. The method of claim 3 , further comprising the step of:
a. converting the sample document to XML before producing the multiple candidate parsers.
6. The method of claim 1 further comprising the steps of:
a user choosing one or more of the candidate parsers and observing their output or outputs on the sample document; and
a user selecting a candidate parser of the chosen candidate parsers.
7. The method of claim 6 further comprising the step of:
a user altering the selected parser.
8. The method of claim 6 further comprising the step of:
converting the sample document to XML before forming the candidate parsers.