Sometimes extracting and processing text depends on order of lines in the document: for example headers carry over additional information for line items below them. By default, Tika parser (actually PDFBox parser that does it in case of pdf) will not keep the order when stripping the text out (see org.apache.pdfbox.util.PDFTextStripper and its property sortByPosition). Thus, some headers may occur after its line items are fed to a handler. Apache PDFBox explains that performance is better when order is not preserved. Tika as of version 0.9 doesn't let you control this behavior in PDFBox (they plan addressing it in 1.0 release - see TIKA-100 and TIKA-612).
Simple patch allows us to take advantage of sortByPosition property in PDFBox PDFTextStripper when using it with Tika: lines 6-10 below replaced setSortByPosition(true or false); and remember that PDF2XHTML (from Tika) extends PDFTextStripper (from PDFBox):
private PDF2XHTML(ContentHandler handler, Metadata metadata) throws IOException { this.handler = new XHTMLContentHandler(handler, metadata); setForceParsing(true); // CUSTOM CODE: String sortEnabled = metadata.get("org.apache.tika.parser.pdf.sortbyposition"); if (sortEnabled != null) { setSortByPosition(sortEnabled.equalsIgnoreCase("true")); } }Now, you can control order in pdf parser like follows (there are no PDFBox classes in this code):
Parser parser = new PDFParser(); ContentHandler handler = new BodyContentHandler(myHandler); Metadata metadata = new Metadata(); metadata.set("org.apache.tika.parser.pdf.sortbyposition", "false"); ParseContext context = new ParseContext(); try { parser.parse(instream, handler, metadata, context); } finally { instream.close(); }
Of course, if you deal only with single file type (e.g. pdf) then it's easier to use dedicated library such as Apache PDFBox. Then my recommendation would be downloading Tika source code for real examples of PDFBox in action.
UPDATE
The issue is still present in Tika 1.0 with hard-coded setSortByPosition(false); in org.apache.tika.parser.pdf.PDF2XHTML.
The upcoming 1.1 release will add PDFParser.setSortByPosition method, so patch would be replaced with this:
Parser parser = new PDFParser(); parser.setSortByPosition(true); // or false ContentHandler handler = new BodyContentHandler(myHandler); Metadata metadata = new Metadata(); ParseContext context = new ParseContext(); try { parser.parse(instream, handler, metadata, context); } finally { instream.close(); }
5 comments:
Thank you.
Good post!!
Would be grateful though if you could explain some of the variables used like myHandler in the second script. Is it the same handle in the first one? Also I dont understand how the classes are related.
Thanks
BodyContentHandler is just a decorator class in Tika - it passes everything inside XHTML body tag to the underlying handler - myHandler in this case. Thus, all text PDFParser extracts from your pdf document gets to myHandler via its callbacks (defined in org.xml.sax.ContentHandler which myHandler must implement).
Yes, handlers are the same. Second piece of code is an example of using Tika to parse pdf document. After parser's (in our case it's Tika PDFParser) method parse completes myHandler contains all relevant text from pdf (it's your responsibility to recognize and accumulate it by overriding callback methods from ContentHandler I mentioned before).
Is you know how to convert Docx to HTml using Tika?
Your post is useful that I liked it and I am waiting for your new works in future. Related: extract text from pdf file, convert pdf file to text
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