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Document Understanding Activities
Last updated Mar 28, 2024

Read PDF Files

You can read and separately extract the content of .pdf files using activities that can read all characters included in the document.

Depending on your needs, you can use a simple activity that can recognize the characters, or use one with an OCR engine. The benefits of using an OCR engine are that the document reading can be applied even on scanned, signed, or handwritten documents.

The example below presents two situations of reading a .pdf file:
  • The first one explains how to read the .pdf file while using the Read PDF Text activity.
  • The second one explains how to read the .pdf file while using the Read PDF With OCR activity.

    The main difference between the two scenarios is that the second one is also using OCR engines, meaning that the details of extracted information are more accurate than in the first case if the analyzed file is an image, scanned, or includes signed or handwritten fields. You can find both activities in the UiPath.PDF.Activities package.

Only one workflow is required for both scenarios, common until the point of asking the user to choose the desired reading method.

This is how the automation process can be built:

  1. Open Studio and create a new Process.
  2. Drag a Flowchart container in the Workflow Designer.

    • Create the following variable:

      Variable Name

      Variable Type

      Default Value

      chooseOption

      GenericValue

       
      Note: Add your .pdf files to the project directory in order to be able to run the entire process from the same place or download this example in order to use the given file.
  3. Drag an Input Dialog activity and connect it to the Start Node.

    • In the Properties panel, add the expression "Choose one option below:" in the Label field.
    • Add the expression {"Read PDF Text", "Read PDF With OCR"} in the Options field.
    • Add the value "Options" in the Title field.
    • Add the variable chooseOption in the Result field.
  4. Place a Flow Decision activity below the Input Dialog activity and connect it to it.

    • In the Properties panel, add the expression chooseOption = "Read PDF Text" in the Condition field.
  5. Drag a Sequence container and connect it to the True branch of the Flow Decision activity. The name of the Sequence should be Read PDF Text. This activity extracts information by using regular expressions.

    • Create the following variables:

      Variable Name

      Variable Type

      Default Value

      extractedText

      String

       

      arrayText

      System.String[]

       

      address

      GenericValue

       

      city

      String

       

      phoneNumber

      String

       

      invoiceNumber

      String

       

      vendor

      GenericValue

       

      bankName

      String

       

      bankAccount

      String

       

      ibanCode

      String

       
  6. Drag a Sequence container and connect it to the False branch of the Flow Decision activity. The name of the Sequence should be Read PDF With OCR. This activity extracts information by using an OCR engine (Microsoft OCR and Tesseract OCR).
  • Create the following variable:

    Variable Name

    Variable Type

    Default Value

    extractedTextTesseract

    String

     

    extractedTextMicrosoft

    String

     

This is how your workflow should look up until this point:



Read a PDF File using the Read PDF Text activity
  1. Open the Read PDF Text sequence container by double-clicking on it.
  2. Drag a Read PDF Text activity inside the sequence.

    • In the Properties panel, add the expression "NPO Invoice.pdf" in the FileName field.
    • Add the value "All" in the Range field.
    • Add the variable extractedText in the Text field.
  3. Place an Assign activity under the Read PDF Text activity.

    • Add the variable arrayText in the To field.
    • Add the expression extractedText.Split(Environment.NewLine.ToArray, StringSplitOptions.RemoveEmptyEntries) in the Value field.
  4. Drag an If activity below the Assign activity.

    • Add the expression arrayText(0).Equals("Tiefland Glass AG") in the Condition field.
  5. Drag an Assign activity inside the Sequence container.

    • Add the variable address in the To field.
    • Add the expression arrayText(2) in the Value field.
  6. Drag another Assign activity and place it below the previous one.

    • Add the variable city in the To field.
    • Add the expression arrayText(3).Split(","c)(0) in the Value field.
  7. Drag another Assign activity and place it below the previous one.

    • Add the variable phoneNumber in the To field.
    • Add the expression arrayText(4).Split(":"c)(1).Split({"INVOICE"},StringSplitOptions.None)(0) in the Value field.
  8. Drag another Assign activity and place it below the previous one.

    • Add the variable invoiceNumber in the To field.
    • Add the expression arrayText(4).Split(":"c)(1).Split({"INVOICE"},StringSplitOptions.None)(1).Split("#"c)(1) in the Value field.
  9. Drag another Assign activity and place it below the previous one.

    • Add the variable vendor in the To field.
    • Add the expression arrayText(arrayText.Count-5) in the Value field.
  10. Drag an Assign activity inside the Else field.

    • Add the variable address in the To field.
    • Add the expression arrayText(1) in the Value field.
  11. Drag another Assign activity and place it below the previous one.

    • Add the variable city in the To field.
    • Add the expression arrayText(2).Split(","c)(0) in the Value field.
  12. Drag another Assign activity and place it below the previous one.

    • Add the variable phoneNumber in the To field.
    • Add the expression arrayText(3).Split(":"c)(1).Split({"INVOICE"},StringSplitOptions.None)(0) in the Value field.
  13. Drag another Assign activity and place it below the previous one.

    • Add the variable invoiceNumber in the To field.
    • Add the expression arrayText(3).Split(":"c)(1).Split({"INVOICE"},StringSplitOptions.None)(1).Split("#"c)(1) in the Value field.
  14. Drag another Assign activity and place it below the previous one.

    • Add the variable vendor in the To field.
    • Add the expression arrayText(arrayText.Count-5) in the Value field.

      This is how your Sequence should look up until this point:



  15. Place a For Each activity below the If container and double-click the activity to open it.

    • Add the variable arrayText in the Value field.
  16. Drag an If activity inside the Body container of the For Each activity.

    • Add the expression item.Contains("Bank Name:") in the Condition field.
  17. Drag an Assign activity inside the Then field.

    • Add the variable bankName in the To field.
    • Add the expression item.Split(":"c)(1) in the Value field.
  18. Place an If activity below the previous one.

    • Add the expression item.Contains("Bank Account:") in the Condition field.
  19. Drag an Assign activity inside the Then field.

    • Add the variable bankName in the To field.
    • Add the expression item.Split(":"c)(1) in the Value field.
  20. Place an If activity below the previous one.

    • Add the expression item.contains("IBAN Code:") in the Condition field.
  21. Drag an Assign activity inside the Then field.

    • Add the variable ibanCode in the To field.
    • Add the expression item.Split(":"c)(1) in the Value field.

      This is how the For Each container should look:



  22. Return to the Read PDF Text sequence and drag a Write Text File activity below the For Each activity.

    • Add the value"InvoiceDetails.txt" in the FileName field.
    • Add the expression "Invoice details"+Environment.NewLine+Environment.NewLine+"Vendor: "+vendor+Environment.NewLine+"Vendor address: "+address+Environment.NewLine+"City: "+city+Environment.NewLine+"Phone number:"+phoneNumber+Environment.NewLine+"Invoice number:"+invoiceNumber+Environment.NewLine+"Bank name:"+bankName+Environment.NewLine+"Bank account:"+bankAccount+Environment.NewLine+"IBAN Code:"+ibanCode in the Text field.

      This is how the For Each container should look:



  23. Return to the Main workflow working area.
Read a PDF File using the Read PDF with OCR activity
  1. Open the Read PDF With OCR sequence container by double-clicking on it.
  2. Drag a Read PDF With OCR activity inside the sequence.

    • Add the value "Invoice02.pdf" in the FileName field.
    • In the Properties panel, add the value 1 in the DegreeOfParallelism field.
  3. Drag the Google OCR engine inside the Read PDF With OCR activity.

    • In the Properties panel, add the variable extractedTextTesseract in the Text field.
  4. Drag another Read PDF With OCR activity and place it below the previous one.

    • Add the value "Invoice02.pdf" in the FileName field.
    • In the Properties panel, add the value 1 in the DegreeOfParallelism field.
  5. Drag the Microsoft OCR engine inside the Read PDF With OCR activity.

    • In the Properties panel add the variable extractedTextMicrosoft in the Text field.
  6. Drag a Write Text File activity below the Read PDF With OCR activity.

    • Add the value "OCRMicrosoft.txt" in the FileName field.
    • Add the variable extractedTextMicrosoft in the Text field.
  7. Drag a Write Text File activity below the previous Write Text File activity.

    • Add the value "OCRTesseract.txt" in the FileName field.
    • Add the variable extractedTextTesseract in the Text field.

      This is how the Read PDF with OCR sequence should look:



  8. Run the process. The robot extracts the data using the specified process and saves the output in a .txt file.

Download example from here.

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