问题
I am using iTextSharp to extract data from pdfs. I stumbled across the following problem, depicted by the scenario below:
I created a sample excel file to illustrate. Here is what it looks like:
I convert it to a pdf, using one of the many free online converters available out there, which generates a pdf looking like (when I generated the pdf I did not apply the styling to the excel):
Now, using iTextSharp to extract the data from the pdf, returns me the following string as the data extracted:
As you can see, wrapped cell data generate new lines, where each wrapped piece of data separated by a single white space.
The problem: how does one identify, now, to which column a given piece of wrapped data belongs to ? If only iTextSharp preserved as many white spaces as columns...
In my example - how can I identify to which column does 111 belong ?
Update 1:
A similar problem occurs whenever a field has more than one word (i.e., contains white spaces). For example, considering the 1st line of the sample above:
say it looked like
---A--- ---B--- ---C--- ---D---
aaaaaaa bb b cccc
iText again would generate the extraction for this one as:
aaaaaaa bb b cccc
Same problem here, in having to determine the borders of each column.
Update 2: A sample of the real pdf file I am working with: This is how the pdf data looks like.
回答1:
In addition to Chris' generic answer, some background in iText(Sharp) content parsing...
iText(Sharp) provides a framework for content extraction in the namespace iTextSharp.text.pdf.parser / package com.itextpdf.text.pdf.parser. This franework reads the page content, keeps track of the current graphics state, and forwards information on pieces of content to the IExtRenderListener or IRenderListener / ExtRenderListener or RenderListener the user (i.e. you) provides. In particular it does not interpret structure into this information.
This render listener may be a text extraction strategy (ITextExtractionStrategy / TextExtractionStrategy), i.e. a special render listener which is predominantly designed to extract a pure text stream without formatting or layout information. And for this special case iText(Sharp) additionally provides two sample implementations, the SimpleTextExtractionStrategy and the LocationTextExtractionStrategy.
For your task you need a more sophisticated render listener which either
- exports the text with coordinates (Chris in one of his answers has provided an extended
LocationTextExtractionStrategywhich can additionally provide positions and bounding boxes of text chunks) allowing you in additional code to analyse tabular structures; or - does the analysis of tabular data itself.
I do not have an example for the latter variant because generically recognizing and parsing tables is a whole project in itself. You might want to look into the Tabula project for inspiration; this project is surprisingly good at the task of table extraction.
PS: If you feel more at home with trying to extract structured content from a pure string representation of the content which nonetheless tries to reflect the original layout, you might try something like what is proposed in this answer, a variant of the LocationTextExtractionStrategy working similar to the pdftotext -layout tool; only the changes to be applied to the LocationTextExtractionStrategy are shown there.
PPS: Extraction of data from very specific PDF tables may be much easier; for example have a look at this answer which demonstrates that after some PDF analysis the specific way a given table is created might give rise to a simple custom render listener for extracting the table data. This can make sense for a single PDF with a table spanning many many pages like in the case of that answer, or it can make sense if you have many PDFs identically created by the same software.
This is why I asked for a representative sample file in a comment to your question
Concerning your comments
Still with the pdf example above, both with an implementation from scratch of ITextExtractionStrategy and with extending LocationExtractionStrategy, I see that each RenderText is called at the following chunks: Fi, el, d, A, Fi, el, d... and so on. Can this be changed?
The chunks of text you get as separate RenderText calls are not separated by accident or some random decision of iText. They are the very strings drawn separately in the page content!
In your sample "Fi", "el", "d", and "A" come in different RenderText calls because the content stream contains operations in which first "Fi" is drawn, then "el", then "d", then "A".
This may sound weird at first. A common cause for such torn up words is that PDF does not use the kerning information from fonts; to apply kerning, therefore, the PDF generating software has to insert tiny forward or backward jumps between characters which should be farther from or nearer to each other than without kerning. Thus, words often are torn apart between kerning pairs.
So this cannot be changed, you will get those pieces, and it is the job of the text extraction strategy to put them together.
By the way, there are worse PDFs, some PDF generators position each and every glyph separately, foremost such generators which predominantly build GUIs but can as a feature automatically export GUI canvasses as PDFs.
I would expect that in entering the realm of "adding my own implementation" I would have control over how to determine what is a "chunk" of text.
You can... well, you have to decide which of the incoming pieces belong together and which don't. E.g. do glyphs with the same y coordinate form a single line? Or do they form separate lines in different columns which just happen to be located next to each other.
So yes, you decide which glyphs you interpret as a single word or as content of a single table cell, but your input consists of the groups of glyphs used in the actual PDF content stream.
Not only that, in none of the interface's methods I can "spot" how/where it deals with non-text data/images - so I could intercede with the spacing issue (RenderImage is not called)
RenderImage will be called for embedded bitmap images, JPEGs etc. If you want to be informed about vector graphics, your strategy will also have to implement IExtRenderListener which provides methods ModifyPath, RenderPath and ClipPath.
回答2:
This isn't really an answer but I needed a spot to show some things that might help you understand things.
First "conversion" from Excel, Word, PowerPoint, HTML or whatever to PDF is almost always going to be a destructive change. The destructive part is very important and it happens because you are taking data from a program that has very specific knowledge of what that data represents (Excel) and you are turning it into drawing commands in a very generic universal format (PDF) that only cares about what the data looks like, not the data itself. Unless the data is "tagged" (and it almost never is these days still) then there is no context for the drawing commands. There are no paragraphs, there are no sentences, there are no columns, rows, tables, etc. There's literally just draw this letter at x,y and draw this word at a,b.
Second, imagine you Excel file had that following data and for some reason that last column was narrower than the others when the PDF was made:
Column A | Column B | Column
C
Data #1 Data #2 Data
#3
You and I have context so we know that the second and fourth lines are really just the continuation of the first and third lines. But since iText doesn't have any context during extraction it doesn't think like that and it sees four lines of text. In fact, since it doesn't have context it doesn't even see columns, just the lines themselves.
Third, although a very small thing you need to understand that you don't draw spaces in PDF. Imagine the three column table below:
Column A | Column B | Column C
Yes
If you extracted that from a PDF you'd get this data:
Column A | Column B | Column C
Yes
Inside the PDF the word "Yes" will be just drawn at a certain x coordinate that you and I consider to be under the third column and it won't have a bunch of spaces in front of it.
As I said at the beginning, this isn't much of an answer but hopefully it will explain to you the problem that you are trying to solve. If your PDF is tagged then it will have context and you can use that context during extraction. Context isn't universal, however, so there usually isn't just a magic "insert context" checkbox. Excel actually does have a checkbox (if I remember correctly) to make a tagged PDF during export and it ultimately creates a tagged PDF using HTML-like tags for tables. Very primitive but it will works. However it will be up to you to parse this context.
回答3:
Leaving here an alternative strategy for extracting the data - that does not solve the problem of who are spaces treated/can be treated, but gives you somewhat more control over the extraction by specifying geometric areas you want to extract text from. Taken from here.
public static System.util.RectangleJ GetRectangle(float distanceInPixelsFromLeft, float distanceInPixelsFromBottom, float width, float height)
{
return new System.util.RectangleJ(
distanceInPixelsFromLeft,
distanceInPixelsFromBottom,
width,
height);
}
public static void Strategy2()
{
// In this example, I'll declare a pageNumber integer variable to
// only capture text from the page I'm interested in
int pageNumber = 1;
var text = new StringBuilder();
List<Tuple<string, int>> result = new List<Tuple<string, int>>();
// The PdfReader object implements IDisposable.Dispose, so you can
// wrap it in the using keyword to automatically dispose of it
using (var pdfReader = new PdfReader("D:/Example.pdf"))
{
float distanceInPixelsFromLeft = 20;
//float distanceInPixelsFromBottom = 730;
float width = 300;
float height = 10;
for (int i = 800; i >= 0; i -= 10)
{
var rect = GetRectangle(distanceInPixelsFromLeft, i, width, height);
var filters = new RenderFilter[1];
filters[0] = new RegionTextRenderFilter(rect);
ITextExtractionStrategy strategy =
new FilteredTextRenderListener(
new LocationTextExtractionStrategy(),
filters);
var currentText = PdfTextExtractor.GetTextFromPage(
pdfReader,
pageNumber,
strategy);
currentText =
Encoding.UTF8.GetString(Encoding.Convert(
Encoding.Default,
Encoding.UTF8,
Encoding.Default.GetBytes(currentText)));
//text.Append(currentText);
result.Add(new Tuple<string, int>(currentText, currentText.Length));
}
}
// You'll do something else with it, here I write it to a console window
//Console.WriteLine(text.ToString());
foreach (var line in result.Distinct().Where(r => !string.IsNullOrWhiteSpace(r.Item1)))
{
Console.WriteLine("Text: [{0}], Length: {1}", line.Item1, line.Item2);
}
//Console.WriteLine("", string.Join("\r\n", result.Distinct().Where(r => !string.IsNullOrWhiteSpace(r.Item1))));
Outputs:
PS.: We are still left with the problem of how to deal with spaces/non text data.
来源：https://stackoverflow.com/questions/34531369/itextsharp-extracts-wrapped-cell-contents-into-new-lines-how-do-you-identify-t