v7.3.0 release notes

Merge v7.3.0 development
Merge branch 'master' of github.com:jbarlow83/OCRmyPDF
2018-11-11 02:05:52 -08:00 · 2018-11-11 01:38:42 -08:00 · 2018-11-11 01:34:00 -08:00 · 2018-11-10 15:48:41 -08:00 · 2018-11-10 15:34:37 -08:00 · 2018-11-10 13:57:04 -08:00
45 changed files with 3374 additions and 540 deletions
@@ -51,7 +51,7 @@ RUN . /appenv/bin/activate; \
 # Do this now to make the best use of Docker cache.
 COPY . /application
 RUN . /appenv/bin/activate; \
-  pip install -r /application/test_requirements.txt
+  pip install -r /application/requirements/test.txt

 # Remove the junk, including the source version of application since it was
 # already installed
@@ -22,7 +22,7 @@ docs/Makefile
 ocrmypdf/lib/_*.py

 # Code coverage
-.coverage
+.coverage*
 htmlcov/

 # Testing
@@ -32,6 +32,7 @@ htmlcov/
 *.profile
 /*.pdf
 /*.qdf
+/*.png
 /scratch.py
 IDEAS
 log/
@@ -66,7 +66,7 @@ matrix:
          - tesseract-ocr-fra
          - unpaper
    - os: osx
-      osx_image: xcode8
+      osx_image: xcode9.2
      language: generic

 before_cache:
@@ -83,7 +83,7 @@ before_install: |
      sudo dpkg -i packages/unpaper_6.1-1.deb
    fi
  elif [[ "$TRAVIS_OS_NAME" == "osx" ]]; then
-    brew update && brew bundle --file=.travis/Brewfile
+    brew update --quiet && brew bundle --file=.travis/Brewfile --quiet
    pip3 install --upgrade pip
    pip3 install wheel
  fi
@@ -91,9 +91,9 @@ before_install: |
 install:
 - export PATH=$PWD/bin:$PATH
 - pip3 install pycparser  # py3.7 workaround for https://github.com/eliben/pycparser/issues/251
- pip3 install -r requirements.txt
+- pip3 install -r requirements/main.txt
 - pip3 install --no-deps .
- pip3 install -r test_requirements.txt
+- pip3 install -r requirements/test.txt

 script:
 - tesseract --version
@@ -4,7 +4,6 @@ brew 'exempi'
 brew 'ghostscript'
 brew 'jbig2enc'
 brew 'leptonica'
-brew 'libtiff'
 brew 'openjpeg'
 brew 'pngquant'
 brew 'qpdf'
@@ -1,7 +1,5 @@
 # requirements
-include requirements.txt
-include test_requirements.txt
-include dev_requirements.txt
+recursive-include requirements *

 # git
 include .git_archival.txt
@@ -12,21 +10,20 @@ recursive-include .docker *

 # tests
 include .coveragerc
+recursive-include tests *.bin
 recursive-include tests *.jpg
+recursive-include tests *.jsonl
 recursive-include tests *.png
 recursive-include tests *.pdf
 recursive-include tests *.py
 recursive-include tests *.rst
 recursive-include tests *.txt
-recursive-include tests/cache *
-recursive-exclude tests/output *
-recursive-exclude tests/output_pageinfo *
 recursive-exclude tests/resources/private *

 # documentation
 include LICENSE
 include *.rst
-recursive-exclude .github * 
+recursive-exclude .github *
 recursive-include docs *.py
 recursive-include docs *.rst
 recursive-include docs *.svg
@@ -42,8 +39,5 @@ exclude .travis*


 # code
-recursive-include src/ocrmypdf *.py
-exclude ocrmypdf/lib/_leptonica.py
-
-
-
+exclude src/ocrmypdf/lib/_leptonica.py
+exclude scratch.py
@@ -1,11 +1,13 @@
 OCRmyPDF
 ========

-![image](https://travis-ci.org/jbarlow83/OCRmyPDF.svg?branch=master%0A%20:target:%20https://travis-ci.org/jbarlow83/OCRmyPDF)
+[![Travis build status][travis]](https://travis-ci.org/jbarlow83/OCRmyPDF) [![PyPI version][pypi]](https://pypi.org/project/ocrmypdf/) ![Homebrew version][homebrew]

-![image](https://img.shields.io/pypi/v/ocrmypdf.svg%0A%20:target:%20https://pypi.org/project/ocrmypdf/)
+[travis]: https://travis-ci.org/jbarlow83/OCRmyPDF.svg?branch=master "Travis build status"

-![image](https://img.shields.io/homebrew/v/ocrmypdf.svg%0A%20:alt:%20homebrew%0A%20:target:%20http://brewformulas.org/Ocrmypdf)
+[pypi]: https://img.shields.io/pypi/v/ocrmypdf.svg "PyPI version"
+
+[homebrew]: https://img.shields.io/homebrew/v/ocrmypdf.svg "Homebrew version"

 OCRmyPDF adds an OCR text layer to scanned PDF files, allowing them to be searched or copy-pasted.

@@ -64,6 +66,12 @@ Users of Debian 9 or later or Ubuntu 16.10 or later may simply
 apt-get install ocrmypdf
 ```

+and users of Fedora 29 or later may simply
+
+```bash
+dnf install ocrmypdf
+```
+
 and macOS users with Homebrew may simply

 ```bash
@@ -13,7 +13,9 @@ If a page in a PDF seems to have text, by default OCRmyPDF will exit without mod

 If ``--skip-text`` is issued, then no OCR will be performed on pages that already have text. The page will be copied to the output. This may be useful for documents that contain both "born digital" and scanned content, or to use OCRmyPDF to normalize and convert to PDF/A regardless of their contents.

-If ``--force-ocr`` is issued, then all pages will be rasterized to images, discarding any hidden OCR text, and rasterizing any printable text. This is useful for redoing OCR, for fixing OCR text with a damaged character map (text is selectable but not searchable), and destroying redacted information.
+If ``--redo-ocr`` is issued, then a detailed text analysis is performed. Text is categorized as either visible or invisible. Invisible text (OCR) is stripped out. Then an image of each page is created with visible text masked out. The page image is sent for OCR, and any additional text is inserted as OCR. If a file contains a mix of text and bitmap images that contain text, OCRmyPDF will locate the additional text in images without disrupting the existing text.
+
+If ``--force-ocr`` is issued, then all pages will be rasterized to images, discarding any hidden OCR text, and rasterizing any printable text. This is useful for redoing OCR, for fixing OCR text with a damaged character map (text is selectable but not searchable), and destroying redacted information. Any forms and vector graphics will be rasterized as well.


 Time and image size limits
@@ -57,7 +57,6 @@ You can increase (decrease) the parameter ``--rotate-pages-threshold`` to make p

 If the page is "just a little off horizontal", like a crooked picture, then you want ``--deskew``. ``--rotate-pages`` is for when the cardinal angle is wrong.

-
 OCR languages other than English
 """"""""""""""""""""""""""""""""

@@ -70,7 +69,6 @@ By default OCRmyPDF assumes the document is English.

 Language packs must be installed for all languages specified. See :ref:`Installing additional language packs <lang-packs>`.

-
 Produce PDF and text file containing OCR text
 """""""""""""""""""""""""""""""""""""""""""""

@@ -94,7 +92,7 @@ If you are starting with images, you can just use Tesseract 3.04 or later direct
    # When there are multiple images
    tesseract text-file-containing-list-of-image-filenames.txt output-prefix pdf

-Tesseract's PDF output is quite good – OCRmyPDF uses it by internally by default. However, OCRmyPDF has many features not available in Tesseract like like image processing, metadata control, and PDF/A generation.
+Tesseract's PDF output is quite good – OCRmyPDF uses it internally by default. However, OCRmyPDF has many features not available in Tesseract like like image processing, metadata control, and PDF/A generation.

 Use a program like `img2pdf <https://gitlab.mister-muffin.de/josch/img2pdf>`_ to convert your images to PDFs, and then pipe the results to run ocrmypdf.  The `-` tells ocrmypdf to read standard input.

@@ -116,7 +114,6 @@ If you have multiple images, you must use ``img2pdf`` to convert the images to P

    ImageMagick ``convert`` can also convert a group of images to PDF, but in the author's experience it takes a long time, transcodes unnecessarily and gives poor results.

-
 Image processing
 ----------------

@@ -132,6 +129,8 @@ OCRmyPDF perform some image processing on each page of a PDF, if desired.  The s

 * ``--clean-final`` uses unpaper to clean up pages before OCR and inserts the page into the final output.  You will want to review each page to ensure that unpaper did not remove something important.

+* ``-mask-barcodes`` will "cover up" any barcodes detected in the image of a page. Barcodes are known to confuse Tesseract OCR and interfere with the recognition of text on the same baseline as a barcode. The output file will contain the unaltered image of the barcode.
+
 .. note::

    In many cases image processing will rasterize PDF pages as images, potentially losing quality.
@@ -140,7 +139,6 @@ OCRmyPDF perform some image processing on each page of a PDF, if desired.  The s

    ``--clean-final`` and ``-remove-background`` may leave undesirable visual artifacts in some images where their algorithms have shortcomings. Files should be visually reviewed after using these options.

-
 OCR and correct document skew (crooked scan)
 """"""""""""""""""""""""""""""""""""""""""""

@@ -167,28 +165,22 @@ If you set ``--tesseract-timeout 0`` OCRmyPDF will apply its image processing wi
    ocrmypdf --tesseract-timeout=0 --remove-background input.pdf output.pdf


-Redo OCR
-""""""""
+Redo existing OCR
+"""""""""""""""""

-To redo OCR on a file OCRed with other OCR software or a previous version of OCRmyPDF and/or Tesseract, you may use the ``--force-ocr`` argument. Normally, OCRmyPDF does not modify files that already appear to contain OCR text.
+To redo OCR on a file OCRed with other OCR software or a previous version of OCRmyPDF and/or Tesseract, you may use the ``--redo-ocr`` argument. (Normally, OCRmyPDF will exit with an error if asked to modify a file with OCR.)
+
+This may be helpful for users who want to take advantage of accuracy improvements in Tesseract 4.0 for files they previously OCRed with an earlier version of Tesseract and OCRmyPDF.

 .. code-block:: bash

-    ocrmypdf --force-ocr input.pdf output.pdf
+    ocrmypdf --redo-ocr input.pdf output.pdf

-Note that the method above will force rasterization of all pages, potentially reducing quality or losing vector content.
+This method will replace OCR without rasterizing, reducing quality or removing vector content. If a file contains a mix of pure digital text and OCR, digital text will be ignored and OCR will be replaced. As such this mode is incompatible with image processing options, since they alter the appearance of the file.

-To ensure quality is preserved, one could extract all of the images and rebuild the PDF for a lossless transformation. This recipe does not work when PDFs contain multiple images per page, as many do in practice. It will also lose any page rotation information.
-
-.. code-block:: bash
-
-    pdfimages -all old-ocr.pdf prefix  # extract all images
-    img2pdf -o temp.pdf prefix*        # construct new PDF from the images
-    # review the new PDF to ensure it visually matches the old one
-    ocrmypdf --output-type pdf temp.pdf new-ocr.pdf
-
-``--output-type pdf`` is used here to avoid using Ghostscript which will also rasterize images.
+In some cases, existing OCR cannot be detected or replaced. Files produced by OCRmyPDF v2.2 or earlier, for example, are internally represented as having visible text with an opaque image drawn on top. This situation cannot be detected.

+If ``--redo-ocr`` does not work, you can use ``--force-ocr``, which will force rasterization of all pages, potentially reducing quality or losing vector content.

 Improving OCR quality
 ---------------------
@@ -199,7 +191,6 @@ Rotating pages and deskewing helps to ensure that the page orientation is correc

 OCR quality will suffer if the resolution of input images is not correct (since the range of pixel sizes that will be checked for possible fonts will also be incorrect).

-
 PDF optimization
 ----------------

@@ -213,4 +204,6 @@ Currently optimization attempts to find more efficient encodings for images. The

 .. code-block:: bash

-    ocrmypdf --optimize 3 in.pdf out.pdf  # Make it as small as possible
+    ocrmypdf --optimize 3 in.pdf out.pdf  # Make it small
+
+Some users may consider enabling lossy JBIG2. See: :ref:`jbig2-lossy`.
@@ -40,7 +40,7 @@ Debian and Ubuntu 16.10 or newer


 +-------------------------------------------+
-| **OCRmyPDF version**                      |
+| **OCRmyPDF versions in Debian & Ubuntu**  |
 +-------------------------------------------+
 | |latest|                                  |
 +-------------------------------------------+
@@ -63,6 +63,45 @@ For full details on version availability for your platform, check the `Debian Pa

    OCRmyPDF for Debian and Ubuntu currently omit the JBIG2 encoder. OCRmyPDF works fine without it but will produce larger output files. If you build jbig2enc from source, ocrmypdf 7.0.0 and later will automatically detect it (specifically the ``jbig2`` binary) on the ``PATH``. To add JBIG2 encoding, see :ref:`jbig2`.

+Fedora 29 or newer
+^^^^^^^^^^^^^^^^^^
+
+.. |fedora-29| image:: https://repology.org/badge/version-for-repo/fedora29/ocrmypdf.svg
+    :alt: Fedora 29
+
+.. |fedora-rawhide| image:: https://repology.org/badge/version-for-repo/fedora_rawhide/ocrmypdf.svg
+    :alt: Fedore Rawhide
+
+
+------------------------------+
+| **OCRmyPDF version**         |
+------------------------------+
+| |latest|                     |
+------------------------------+
+| |fedora-29| |fedora-rawhide| |
+------------------------------+
+
+Users of Fedora 29 later may simply
+
+.. code-block:: bash
+
+    dnf install ocrmypdf
+
+For full details on version availability, check the `Fedora Package Tracker
+<https://apps.fedoraproject.org/packages/ocrmypdf>`_.
+
+If the version available for your platform is out of date, you could opt to
+install the latest version from source. See `Installing HEAD revision from
+sources`_.
+
+.. note::
+
+    OCRmyPDF for Fedora currently omits the JBIG2 encoder due to patent issues.
+    OCRmyPDF works fine without it but will produce larger output files. If you
+    build jbig2enc from source, ocrmypdf 7.0.0 and later will automatically
+    detect it on the ``PATH``. To add JBIG2 encoding, see `Installing the JBIG2
+    encoder`_.
+
 Installing the latest version on Ubuntu 18.04 LTS
 ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^

@@ -457,13 +496,15 @@ OCRmyPDF currently requires these external programs and libraries to be installe
 - qpdf 8.1.0 or newer
 - Tesseract 3.04 or newer

-As of ocrmypdf 7.0.0, the following versions are recommended:
+Using Python 3.5 in production is discouraged. Python 3.6 and 3.7 give much better performance.
+
+As of ocrmypdf 7.2.1, the following versions are recommended:

 - Python 3.7
- Ghostscript 9.23
- libexempi3 2.4.5
- qpdf 8.1.0
- Tesseract 4.0.0-beta1
+- Ghostscript 9.23 or newer
+- libexempi3 2.4.5 or newer
+- qpdf 8.2.1
+- Tesseract 4.0.0-rc1
 - jbig2enc 0.29 or newer
 - pngquant 2.5 or newer
 - unpaper 6.1
@@ -478,8 +519,6 @@ jbig2enc, pngquant, and unpaper are optional. If missing certain features are di

 These are in addition to the Python packaging dependencies, meaning that unfortunately, the ``pip install`` command cannot satisfy all of them.

-Python 3.7 and Tesseract 4.0.0-beta.1 are recommended for best OCR results and best performance.
-

 Installing HEAD revision from sources
 -------------------------------------
@@ -536,6 +575,6 @@ To install all of the development and test requirements:
    source venv/bin/activate
    cd OCRmyPDF
    pip install -e .
-    pip install -r dev_requirements.txt -r test_requirements.txt
+    pip install -r requirements/dev.txt -r requirements/test.txt

 To add JBIG2 encoding, see :ref:`jbig2`.
@@ -64,7 +64,7 @@ In the case of a PDF that is nothing other than a container of images (no rotati

 OCRmyPDF uses several strategies depending on input options and the input PDF itself, but generally speaking it rasterizes a page for OCR and then grafts the OCR back onto the original. As such it can handle complex PDFs and still preserve their contents as much as possible.

-OCRmyPDF also supports a many, many edge cases that have cropped over several years of development. We support PDF features like images inside of Form XObjects, and pages with UserUnit scaling. We support rare image formats like non-monochrome 1-bit images. Thanks to pikepdf and QPDF, we auto-repair PDFs that are damaged. (Not that you need to know what any of these are! You should be able to throw any PDF at it.)
+OCRmyPDF also supports a many, many edge cases that have cropped over several years of development. We support PDF features like images inside of Form XObjects, and pages with UserUnit scaling. We support rare image formats like non-monochrome 1-bit images. We warn about files you may not to OCR. Thanks to pikepdf and QPDF, we auto-repair PDFs that are damaged. (Not that you need to know what any of these are! You should be able to throw any PDF at it.)


 Limitations
@@ -76,20 +76,20 @@ OCRmyPDF is limited by the Tesseract OCR engine.  As such it experiences these l
 * It is not capable of recognizing handwriting.
 * It may find gibberish and report this as OCR output.
 * If a document contains languages outside of those given in the ``-l LANG`` arguments, results may be poor.
-* It is not always good at analyzing the natural reading order of documents. For example, it may fail to recognize that a document contains two columns and join text across the columns.
+* It is not always good at analyzing the natural reading order of documents. For example, it may fail to recognize that a document contains two columns, and may try to join text across columns.
 * Poor quality scans may produce poor quality OCR. Garbage in, garbage out.
 * It does not expose information about what font family text belongs to.

 OCRmyPDF is also limited by the PDF specification:

 * PDF encodes the position of text glyphs but does not encode document structure.  There is no markup that divides a document in sections, paragraphs, sentences, or even words (since blank spaces are not represented). As such all elements of document structure including the spaces between words must be derived heuristically.  Some PDF viewers do a better job of this than others.
-* Because some popular open source PDF viewers have a particularly hard time with spaces betweem words, OCRmyPDF appends a space to each text element as a workaround. While this mixes document structure with graphical information that ideally should be left to the PDF viewer to interpret, it improves compatibility with some viewers and does not cause problems for better ones.
+* Because some popular open source PDF viewers have a particularly hard time with spaces betweem words, OCRmyPDF appends a space to each text element as a workaround (when using ``--pdf-renderer hocr``). While this mixes document structure with graphical information that ideally should be left to the PDF viewer to interpret, it improves compatibility with some viewers and does not cause problems for better ones.

 Ghostscript also imposes some limitations:

 * PDFs containing JBIG2-encoded content will be converted to CCITT Group4 encoding, which has lower compression ratios, if Ghostscript PDF/A is enabled.
 * PDFs containing JPEG 2000-encoded content will be converted to JPEG encoding, which may introduce compression artifacts, if Ghostscript PDF/A is enabled.
-* Ghostscript may transcode grayscale and color images, either lossy to lossless or lossless to lossy, based on an internal algorithm. This behavior can be suppressed by setting ``--pdfa-image-compression`` to ``jpeg`` or ``lossless`` to set all images to one type or the other. Ghostscript has no option to maintain the input image's format.
+* Ghostscript may transcode grayscale and color images, either lossy to lossless or lossless to lossy, based on an internal algorithm. This behavior can be suppressed by setting ``--pdfa-image-compression`` to ``jpeg`` or ``lossless`` to set all images to one type or the other. Ghostscript has no option to maintain the input image's format. (Ghostscript 9.25+ can copy JPEG images without transcoding them; earlier versions will transcode.)

 Regarding OCRmyPDF itself:

@@ -20,3 +20,16 @@ For all other Linux, you must build a JBIG2 encoder from source:
    ./autogen.sh
    ./configure && make
    [sudo] make install
+
+.. _jbig2-lossy:
+
+Lossy mode JBIG2
+----------------
+
+OCRmyPDF provides lossy mode JBIG2 as an advanced feature. Users should `review the technical concerns with JBIG2 in lossy mode <https://abbyy.technology/en:kb:tip:jbig2_compression_and_ocr>`_ and decide if this feature is acceptable for their use case.
+
+JBIG2 lossy mode does achieve higher compression ratios than any other monochrome (bitonal) compression technology; for large text documents the savings are considerable. JBIG2 lossless still gives great compression ratios and is a major improvement over the older CCITT G4 standard. As explained above, there is some risk of substitution errors.
+
+To turn on JBIG2 lossy mode, add the argument ``--jbig2-lossy``. ``--optimize {1,2,3}`` are necessary for the argument to take effect also required. Also, a JBIG2 encoder must be installed as described in the previous section.
+
+*ocrmypdf v7.0 and v7.1 used lossy mode by default.*
@@ -17,12 +17,27 @@ Debian and Ubuntu users
   # Display a list of all Tesseract language packs
   apt-cache search tesseract-ocr

-   # Debian/Ubuntu users
-   apt-get install tesseract-ocr-chi-sim  # Example: Install Chinese Simplified language back
-   
+   # Install Chinese Simplified language pack
+   apt-get install tesseract-ocr-chi-sim
+
 You can then pass the ``-l LANG`` argument to OCRmyPDF to give a hint as to what languages it should search for. Multiple
 languages can be requested using either ``-l eng+fre`` (English and French) or ``-l eng -l fre``.

+Fedora users
+------------
+
+.. code-block:: bash
+
+   # Display a list of all Tesseract language packs
+   dnf search tesseract
+
+   # Install Chinese Simplified language pack
+   dnf install tesseract-langpack-chi_sim
+
+You can then pass the ``-l LANG`` argument to OCRmyPDF to give a hint as to
+what languages it should search for. Multiple languages can be requested using
+either ``-l eng+fre`` (English and French) or ``-l eng -l fre``.
+
 macOS users
 -----------

@@ -13,6 +13,69 @@ Note that it is licensed under GPLv3, so scripts that ``import ocrmypdf`` and ar
   find:    [^`]\#([0-9]{1,3})[^0-9]
   replace: `#$1 <https://github.com/jbarlow83/OCRmyPDF/issues/$1>`_

+
+v7.3.0
+------
+
+-   Added a new feature ``--redo-ocr`` to detect existing OCR in a file, remove it, and redo the OCR. This may be particularly helpful for anyone who wants to take advantage of OCR quality improvements in Tesseract 4.0. Note that OCR added by OCRmyPDF before version 3.0 cannot be detected since it was not properly marked as invisible text in the earliest versions. OCR that constructs a font from visible text, such as Adobe Acrobat's ClearScan.
+
+-   OCRmyPDF's content detection is generally more sophisticated. It learns more about the contents of each PDF and makes better recommendations:
+
+    -   OCRmyPDF can now detect when a PDF contains text that cannot be mapped to Unicode (meaning it is readable to human eyes but copy-pastes as gibberish). In these cases it recommends ``--force-ocr`` to make the text searchable.
+
+    -   PDFs containing vector objects are now rendered at more appropriate resolution for OCR.
+
+    -   We now exit with an error for PDFs that contain Adobe LiveCycle Designer's dynamic XFA forms. Currently the open source community does not have tools to work with these files.
+
+    -   OCRmyPDF now warns when a PDF that contains Adobe AcroForms, since such files probably do not need OCR. It can work with these files.
+
+-   Added three new **experimental** features to improve OCR quality in certain conditions. The name, syntax and behavior of these arguments is subject to change. They may also be incompatible with some other features.
+
+    -   ``--remove-vectors`` which strips out vector graphics. This can improve OCR quality since OCR will not search artwork for readable text; however, it currently removes "text as curves" as well.
+
+    -   ``--mask-barcodes`` to detect and suppress barcodes in files. We have observed that barcodes can interfere with OCR because they are "text-like" but not actually textual.
+
+    -   ``--threshold`` which uses a more sophisticated thresholding algorithm than is currently in use in Tesseract OCR. This works around a `known issue in Tesseract 4.0 <https://github.com/tesseract-ocr/tesseract/issues/1990>`_ with dark text on bright backgrounds.
+
+-   Fixed an issue where an error message was not reported when the installed Ghostscript was very old.
+
+-   The PDF optimizer now saves files with object streams enabled when the optimization level is ``--optimize 1`` or higher (the default). This makes files a little bit smaller, but requires PDF 1.5. PDF 1.5 was first released in 2003 and is broadly supported by PDF viewers, but some rudimentary PDF parsers such as PyPDF2 do not understand object streams. You can use the command line tool ``qpdf --object-streams=disable`` or `pikepdf <https://github.com/pikepdf/pikepdf>`_ library to remove them.
+
+-   New dependency: pdfminer.six 20181108. Note this is a fork of the Python 2-only pdfminer.
+
+-   Deprecation notice: At the end of 2018, we will be ending support for Python 3.5 and Tesseract 3.x. OCRmyPDF v7 will continue to work with older versions.
+
+v7.2.1
+------
+
+-   Fix compatibility with an API change in pikepdf 0.3.5.
+
+-   A kludge to support Leptonica versions older than 1.72 in the test suite was dropped. Older versions of Leptonica are likely still compatible. The only impact is that a portion of the test suite will be skipped.
+
+
+v7.2.0
+------
+
+**Lossy JBIG2 behavior change**
+
+A user reported that ocrmypdf was in fact using JBIG2 in **lossy** compression mode. This was not the intended behavior. Users should `review the technical concerns with JBIG2 in lossy mode <https://abbyy.technology/en:kb:tip:jbig2_compression_and_ocr>`_ and decide if this is a concern for their use case.
+
+JBIG2 lossy mode does achieve higher compression ratios than any other monochrome compression technology; for large text documents the savings are considerable. JBIG2 lossless still gives great compression ratios and is a major improvement over the older CCITT G4 standard.
+
+Only users who have reviewed the concerns with JBIG2 in lossy mode should opt-in. As such, lossy mode JBIG2 is only turned on when the new argument ``--jbig2-lossy`` is issued. This is independent of the setting for ``--optimize``.
+
+Users who did not install an optional JBIG2 encoder are unaffected.
+
+(Thanks to user 'bsdice' for reporting this issue.)
+
+**Other issues**
+
+-   When the image optimizer quantizes an image to 1 bit per pixel, it will now attempt to further optimize that image as CCITT or JBIG2, instead of keeping it in the "flate" encoding which is not efficient for 1 bpp images. (`#297 <https://github.com/jbarlow83/OCRmyPDF/issues/297>`_)
+
+-   Images in PDFs that are used as soft masks (i.e. transparency masks or alpha channels) are now excluded from optimization.
+
+-   Fixed handling of Tesseract 4.0-rc1 which now accepts invalid Tesseract configuration files, which broke the test suite.
+
 v7.1.0
 ------

@@ -120,6 +183,15 @@ v7.0.0

    +   It may be necessary to separately ``pip install pycparser`` to avoid `another Python 3.7 issue <https://github.com/eliben/pycparser/pull/135>`_.

+v6.2.5
+------
+
+-   Disable a failing test due to Tesseract 4.0rc1 behavior change. Previously, Tesseract would exit with an error message if its configuration was invalid, and OCRmyPDF would intercept this message. Now Tesseract issues a warning, which OCRmyPDF v6.2.5 may relay or ignore. (In v7.x, OCRmyPDF will respond to the warning.)
+
+-   This release branch no longer supports using the optional PyMuPDF installation, since it was removed in v7.x.
+
+-   This release branch no longer supports macOS. macOS users should upgrade to v7.x.
+
 v6.2.4
 ------

@@ -1,4 +1,4 @@
 check-manifest >= 0.35
 twine >= 1.8.1
-coverage >= 4.4
+coverage >= 4.5
 GitPython == 2.1.3
@@ -1,11 +1,13 @@
 # requirements.txt can be used to replicate the developer's build environment
 # setup.py lists a separate set of requirements that are looser to simplify
 # installation
+chardet == 3.0.4
 cffi == 1.11.5
-img2pdf == 0.3.0
-pikepdf == 0.3.3
+img2pdf == 0.3.1
+pdfminer.six == 20181108
+pikepdf == 0.3.7
 Pillow >= 5.0.0, != 5.1.0 ; sys_platform == "darwin"
-pycparser == 2.18
+pycparser == 2.19
 python-xmp-toolkit == 2.0.1
-reportlab == 3.4.0
-ruffus == 2.7.0
+reportlab == 3.5.9
+ruffus == 2.8.0
@@ -1,4 +1,4 @@
-pytest >= 3.2
+pytest == 3.9.3
 pytest-helpers-namespace
 pytest-xdist
 pytest-cov
@@ -28,7 +28,6 @@ from setuptools import setup, find_packages  # nopep8
 from subprocess import STDOUT, check_output, CalledProcessError  # nopep8
 from collections.abc import Mapping  # nopep8
 import re  # nopep8
-import os  # nopep8


 missing_program = '''
@@ -201,11 +200,11 @@ if 'upload' in sys.argv[1:]:
    print('Use twine to upload the package - setup.py upload is insecure')
    sys.exit(1)

-tests_require = open('test_requirements.txt').read().splitlines()
+tests_require = open('requirements/test.txt', encoding='utf-8').read().splitlines()


 def readme():
-    with open('README.md') as f:
+    with open('README.md', encoding='utf-8') as f:
        return f.read()

 setup(
@@ -250,8 +249,9 @@ setup(
    ],
    install_requires=[
        'cffi >= 1.9.1',          # must be a setup and install requirement
-        'img2pdf >= 0.2.4, < 0.4',       # pure Python, so track HEAD closely
-        'pikepdf >= 0.3.3, < 0.4',
+        'img2pdf >= 0.3.0, < 0.4',       # pure Python, so track HEAD closely
+        'pdfminer.six == 20181108',
+        'pikepdf >= 0.3.7, < 0.4',
        'Pillow >= 4.0.0, != 5.1.0 ; sys_platform == "darwin"',
                                  # Pillow < 4 has BytesIO/TIFF bug w/img2pdf 0.2.3
                                  # block 5.1.0, broken wheels
@@ -244,19 +244,38 @@ preprocessing.add_argument(
    '--oversample', metavar='DPI', type=numeric(int, 0, 5000), default=0,
    help="Oversample images to at least the specified DPI, to improve OCR "
         "results slightly")
+preprocessing.add_argument(
+    '--remove-vectors', action='store_true',
+    help="EXPERIMENTAL. Mask out any vector objects in the PDF so that they "
+         "will not be included in OCR. This can eliminate false characters.")
+preprocessing.add_argument(
+    '--mask-barcodes', action='store_true',
+    help="EXPERIMENTAL. Mask out any barcodes that appear in the PDF so they are not "
+         "considered during OCR. Barcodes can introduce false characters into "
+         "OCR.")
+preprocessing.add_argument(
+    '--threshold', action='store_true',
+    help="EXPERIMENTAL. Threshold image to 1bpp before sending it to Tesseract for OCR. Can "
+         "improve OCR quality compared to Tesseract's thresholder.")

 ocrsettings = parser.add_argument_group(
    "OCR options",
    "Control how OCR is applied")
 ocrsettings.add_argument(
    '-f', '--force-ocr', action='store_true',
-    help="Rasterize any fonts or vector objects on each page, apply OCR, and "
+    help="Rasterize any text or vector objects on each page, apply OCR, and "
         "save the rastered output (this rewrites the PDF)")
 ocrsettings.add_argument(
    '-s', '--skip-text', action='store_true',
    help="Skip OCR on any pages that already contain text, but include the "
         "page in final output; useful for PDFs that contain a mix of "
         "images, text pages, and/or previously OCRed pages")
+ocrsettings.add_argument(
+    '--redo-ocr', action='store_true',
+    help="Attempt to detect and remove the hidden OCR layer from files that "
+         "were previously OCRed with OCRmyPDF or another program. Apply OCR "
+         "to text found in raster images. Existing visible text objects will "
+         "not be changed. If there is no existing OCR, OCR will be added.")
 ocrsettings.add_argument(
    '--skip-big', type=numeric(float, 0, 5000), metavar='MPixels',
    help="Skip OCR on pages larger than the specified amount of megapixels, "
@@ -269,17 +288,17 @@ optimizing = parser.add_argument_group(
 optimizing.add_argument(
    '-O', '--optimize', type=int, choices=range(0, 4), default=1,
    help=("Control how PDF is optimized after processing:"
-        "0 - do not optimize;"
-        "1 - do safe, lossless optimizations (default);"
-        "2 - do lossy optimizations; "
-        "3 - do aggressive lossy optimizations"
+        "0 - do not optimize; "
+        "1 - do safe, lossless optimizations (default); "
+        "2 - do some lossy optimizations; "
+        "3 - do aggressive lossy optimizations (including lossy JBIG2)"
    )
 )
 optimizing.add_argument(
    '--jpeg-quality', type=numeric(int, 0, 100), default=0, metavar='Q',
    help=("Adjust JPEG quality level for JPEG optimization. "
          "100 is best quality and largest output size; "
-          "1 is lowest quality and smallest output"
+          "1 is lowest quality and smallest output; "
          "0 uses the default."
    )
 )
@@ -294,6 +313,18 @@ optimizing.add_argument(
          "Values have same meaning as with --jpeg-quality"
    )
 )
+optimizing.add_argument(
+    '--jbig2-lossy', action='store_true',
+    help=("Enable JBIG2 lossy mode (better compression, not suitable for some "
+          "use cases - see documentation)."
+    )
+)
+optimizing.add_argument(
+    '--jbig2-page-group-size', type=numeric(int, 1, 10000), default=0,
+    metavar='N',
+    # Adjust number of pages to consider at once for JBIG2 compression
+    help=argparse.SUPPRESS
+)

 advanced = parser.add_argument_group(
    "Advanced",
@@ -449,12 +480,18 @@ def check_options_output(options, log):
        )

    lossless_reconstruction = False
-    if options.pdf_renderer in ('hocr', 'sandwich'):
-        if not any((options.deskew, options.clean_final, options.force_ocr,
-                   options.remove_background)):
-            lossless_reconstruction = True
+    if not any((options.deskew, options.clean_final, options.force_ocr,
+                options.remove_background)):
+        lossless_reconstruction = True
    options.lossless_reconstruction = lossless_reconstruction

+    if not options.lossless_reconstruction and options.redo_ocr:
+        raise argparse.ArgumentError(
+            None,
+            "--redo-ocr is not currently compatible with --deskew, "
+            "--clean-final, and --remove-background"
+        )
+

 def check_options_sidecar(options, log):
    if options.sidecar == '\0':
@@ -466,42 +503,76 @@ def check_options_sidecar(options, log):
        options.sidecar = options.output_file + '.txt'


-def _optional_program_check(name, version_fn, min_version, for_argument):
+def _optional_program_required(name, version_fn, min_version, for_argument):
    try:
        if version_fn() < min_version:
            raise MissingDependencyError(
                "The installed '{}' is not supported. "
                "Install version {} or newer.".format(name, min_version))
-    except FileNotFoundError:
+    except (FileNotFoundError, MissingDependencyError):
        raise MissingDependencyError(
            "Install the '{}' program to use {}.".format(name, for_argument))


+def _optional_program_recommended(name, version_fn, min_version, for_argument):
+    try:
+        if version_fn() < min_version:
+            raise MissingDependencyError(
+                "The installed '{}' is not supported. "
+                "Install version {} or newer.".format(name, min_version))
+    except (FileNotFoundError, MissingDependencyError):
+        complain(
+            "For best results, install the optional program '{}' to use the "
+            "argument {}.".format(name, for_argument)
+        )
+
+
 def check_options_preprocessing(options, log):
    if any((options.clean, options.clean_final)):
        from .exec import unpaper
-        _optional_program_check(
+        _optional_program_required(
            'unpaper', unpaper.version, '6.1', '--clean, --clean-final'
        )


 def check_options_ocr_behavior(options, log):
-    if options.force_ocr and options.skip_text:
+    exclusive_options = sum(
+        [(1 if opt else 0)
+         for opt in (options.force_ocr, options.skip_text, options.redo_ocr)
+        ]
+    )
+    if exclusive_options >= 2:
        raise argparse.ArgumentError(
            None,
-            "Error: --force-ocr and --skip-text are mutually exclusive.")
+            "Error: choose only one of --force-ocr, --skip-text, --redo-ocr.")


 def check_options_optimizing(options, log):
    if options.optimize >= 2:
        from .exec import pngquant, jbig2enc
-        _optional_program_check(
+        _optional_program_required(
            'pngquant', pngquant.version, '2.0.1', '--optimize {2,3}'
        )
-        _optional_program_check(
+
+    if options.jbig2_lossy:
+        _optional_program_required(
+            'jbig2', jbig2enc.version, '0.28', '--jbig2-lossy'
+        )
+    elif options.optimize >= 2:
+        # Although we use JBIG2 for optimize=1, don't nag about it unless the
+        # user is asking for more optimization
+        _optional_program_recommended(
            'jbig2', jbig2enc.version, '0.28', '--optimize {2,3}'
        )

+    if options.optimize == 0 and any([
+            options.jbig2_lossy, options.png_quality, options.jpeg_quality
+            ]):
+        log.warning(
+            "The arguments --jbig2-lossy, --png-quality, and --jpeg-quality "
+            "will be ignored because --optimize=0."
+        )
+

 def check_options_advanced(options, log):
    if options.tesseract_oem and not tesseract.v4():
@@ -605,6 +676,20 @@ def do_ruffus_exception(ruffus_five_tuple, options, log):
        # rather than a str. So reach into the object and get its name.
        exc_name = exc_name.__name__

+    if exc_name.startswith('ocrmypdf.exceptions.'):
+        base_exc_name = exc_name.replace('ocrmypdf.exceptions.', '')
+        exc_class = getattr(ocrmypdf_exceptions, base_exc_name)
+        exit_code = getattr(exc_class, 'exit_code', ExitCode.other_error)
+        try:
+            if isinstance(exc_value, exc_class):
+                exc_msg = str(exc_value)
+            elif isinstance(exc_value, str):
+                exc_msg = exc_value
+            else:
+                exc_msg = str(exc_class())
+        except Exception:
+            exc_msg = "Unknown"
+
    if exc_name in ('builtins.SystemExit', 'SystemExit'):
        match = re.search(r"\.(.+?)\)", exc_value)
        exit_code_name = match.groups()[0]
@@ -621,34 +706,9 @@ def do_ruffus_exception(ruffus_five_tuple, options, log):
        msg = "Error occurred while running this command:"
        log.error(msg + '\n' + exc_value)
        exit_code = ExitCode.child_process_error
-    elif exc_name == 'ocrmypdf.exceptions.EncryptedPdfError':
-        log.error(textwrap.dedent("""\
-            Input PDF is encrypted. The encryption must be removed to
-            perform OCR.
-
-            For information about this PDF's security use
-                qpdf --show-encryption infilename
-
-            You can remove the encryption using
-                qpdf --decrypt [--password=[password]] infilename
-
-            """))
-        exit_code = ExitCode.encrypted_pdf
-    elif exc_name == 'ocrmypdf.exceptions.PdfMergeFailedError':
-        log.error(textwrap.dedent("""\
-            Failed to merge PDF image layer with OCR layer
-
-            Usually this happens because the input PDF file is mal-formed and
-            ocrmypdf cannot automatically correct the problem on its own.
-
-            Try using
-                ocrmypdf --pdf-renderer sandwich  [..other args..]
-            """))
-        exit_code = ExitCode.input_file
    elif exc_name.startswith('ocrmypdf.exceptions.'):
-        base_exc_name = exc_name.replace('ocrmypdf.exceptions.', '')
-        exc_class = getattr(ocrmypdf_exceptions, base_exc_name)
-        exit_code = exc_class.exit_code
+        if exc_msg:
+            log.error(exc_msg)
    elif exc_name == 'PIL.Image.DecompressionBombError':
        msg = cleanup_ruffus_error_message(exc_value)
        msg += ("\nUse the --max-image-mpixels argument to set increase the "
@@ -33,7 +33,7 @@ from .hocrtransform import HocrTransform
 from .pdfinfo import PdfInfo, Colorspace
 from .pdfa import generate_pdfa_ps, encode_pdf_date
 from .helpers import re_symlink, is_iterable_notstr, page_number, flatten_groups
-from .exec import ghostscript, tesseract, qpdf
+from .exec import ghostscript, tesseract
 from .exceptions import UnsupportedImageFormatError, \
    DpiError, PriorOcrFoundError, InputFileError, EncryptedPdfError
 from . import leptonica
@@ -162,6 +162,10 @@ def repair_and_parse_pdf(
    options = context.get_options()
    copyfile(input_file, output_file)

+    detailed_page_analysis = False
+    if options.redo_ocr:
+        detailed_page_analysis = True
+
    try:
        pdfinfo = PdfInfo(output_file, log=log)
    except pikepdf.PasswordError as e:
@@ -193,6 +197,25 @@ def repair_and_parse_pdf(
            "high page count files.  Python 3.6 or newer is recommended."
        )

+    if pdfinfo.has_acroform:
+        if options.redo_ocr:
+            log.error(
+                "This PDF has a user fillable form. --redo-ocr is not "
+                "currently possible on such files."
+            )
+            raise PriorOcrFoundError()
+        else:
+            log.warning(
+                "This PDF has a fillable form. Chances are it is a pure digital "
+                "document that does not need OCR."
+            )
+            if not options.force_ocr:
+                log.info(
+                    "Use the option --force-ocr to produce an image of the "
+                    "form and all filled form fields. The output PDF will be "
+                    "'flattened' and will no longer be fillable."
+                )
+
    context.set_pdfinfo(pdfinfo)
    log.debug(pdfinfo)

@@ -206,8 +229,12 @@ def get_pageinfo(input_file, context):

 def get_page_dpi(pageinfo, options):
    "Get the DPI when nonsquare DPI is tolerable"
-    xres = max(pageinfo.xres or VECTOR_PAGE_DPI, options.oversample or 0)
-    yres = max(pageinfo.yres or VECTOR_PAGE_DPI, options.oversample or 0)
+    xres = max(pageinfo.xres or VECTOR_PAGE_DPI,
+               options.oversample or 0,
+               VECTOR_PAGE_DPI if pageinfo.has_vector else 0)
+    yres = max(pageinfo.yres or VECTOR_PAGE_DPI,
+               options.oversample or 0,
+               VECTOR_PAGE_DPI if pageinfo.has_vector else 0)
    return (float(xres), float(yres))


@@ -219,6 +246,7 @@ def get_page_square_dpi(pageinfo, options):
    return float(max(
        (xres * userunit) or VECTOR_PAGE_DPI,
        (yres * userunit) or VECTOR_PAGE_DPI,
+        VECTOR_PAGE_DPI if pageinfo.has_vector else 0,
        options.oversample or 0))


@@ -227,6 +255,7 @@ def get_canvas_square_dpi(pageinfo, options):
    return float(max(
        (pageinfo.xres) or VECTOR_PAGE_DPI,
        (pageinfo.yres) or VECTOR_PAGE_DPI,
+        VECTOR_PAGE_DPI if pageinfo.has_vector else 0,
        options.oversample or 0))


@@ -237,7 +266,7 @@ def is_ocr_required(pageinfo, log, options):
    if pageinfo.has_text:
        msg = "{0:4d}: page already has text! – {1}"

-        if not options.force_ocr and not options.skip_text:
+        if not options.force_ocr and not (options.skip_text or options.redo_ocr):
            log.error(msg.format(page,
                                 "aborting (use --force-ocr to force OCR)"))
            raise PriorOcrFoundError()
@@ -245,6 +274,18 @@ def is_ocr_required(pageinfo, log, options):
            log.info(msg.format(page,
                                "rasterizing text and running OCR anyway"))
            ocr_required = True
+        elif options.redo_ocr:
+            if pageinfo.has_corrupt_text:
+                log.warning(msg.format(
+                    page,
+                    "some text on this page cannot be mapped to characters: "
+                    "consider using --force-ocr instead")
+                )
+                raise PriorOcrFoundError()  # Wrong error but will do for now
+            else:
+                log.info(msg.format(page,
+                                    "redoing OCR"))
+            ocr_required = True
        elif options.skip_text:
            log.info(msg.format(page,
                                "skipping all processing on this page"))
@@ -487,7 +528,8 @@ def rasterize_with_ghostscript(
    ghostscript.rasterize_pdf(
        input_file, output_file, xres=canvas_dpi, yres=canvas_dpi,
        raster_device=device, log=log, page_dpi=(page_dpi, page_dpi),
-        pageno=page_number(input_file), rotation=correction)
+        pageno=page_number(input_file), rotation=correction,
+        filter_vector=options.remove_vectors)


 def preprocess_remove_background(
@@ -553,12 +595,13 @@ def select_ocr_image(
    user."""

    image = infiles[0]
-    if context.get_options().force_ocr:
+    options = context.get_options()
+    pageinfo = get_pageinfo(image, context)
+
+    if options.force_ocr:
        re_symlink(image, output_file, log)
        return

-    pageinfo = get_pageinfo(image, context)
-
    with Image.open(image) as im:
        from PIL import ImageColor
        from PIL import ImageDraw
@@ -569,22 +612,39 @@ def select_ocr_image(

        xres, yres = im.info['dpi']
        log.debug('resolution %r %r', xres, yres)
-        for textarea in pageinfo.get_textareas():
+
+        mask = None  # Exclude both visible and invisible text from OCR
+        if options.redo_ocr:
+            mask = True  # Mask visible text, but not invisible text
+
+        for textarea in pageinfo.get_textareas(visible=mask, corrupt=None):
            # Calculate resolution based on the image size and page dimensions
            # without regard whatever resolution is in pageinfo (may differ or
            # be None)
            bbox = textarea
-            pixcoords = [Decimal(bbox[0]) / Decimal(72) * xres,
-                         Decimal(bbox[1]) / Decimal(72) * yres,
-                         Decimal(bbox[2]) / Decimal(72) * xres,
-                         Decimal(bbox[3]) / Decimal(72) * yres]
-            pixcoords = [int(c) for c in pixcoords]
+            xscale, yscale = float(xres) / 72.0, float(yres) / 72.0
+            pixcoords = [bbox[0] * xscale,
+                         im.height - bbox[3] * yscale,
+                         bbox[2] * xscale,
+                         im.height - bbox[1] * yscale]
+            pixcoords = [int(round(c)) for c in pixcoords]
            log.debug('blanking %r', pixcoords)
            draw.rectangle(pixcoords, fill=white)
            #draw.rectangle(pixcoords, outline=pink)
-
        del draw

+        if options.mask_barcodes or options.threshold:
+            pix = leptonica.Pix.frompil(im)
+            if options.threshold:
+                pix = pix.masked_threshold_on_background_norm()
+            if options.mask_barcodes:
+                barcodes = pix.locate_barcodes()
+                for barcode in barcodes:
+                    decoded, rect = barcode
+                    log.info('masking barcode %s %r', decoded, rect)
+                    draw.rectangle(rect, fill=white)
+            im = pix.topil()
+
        # Pillow requires integer DPI
        dpi = round(xres), round(yres)
        im.save(output_file, dpi=dpi)
@@ -830,7 +890,13 @@ def metadata_fixup(
        pdfmark = get_pdfmark(metadata, options)
        pdf = pikepdf.open(layers_file)
        pdf.metadata = pdf.make_indirect(pikepdf.Dictionary(pdfmark))
-        pdf.save(output_file, stream_data_mode=pikepdf.StreamDataMode.compress)
+        try:
+            pdf.save(output_file, compress_streams=True,
+                     object_stream_mode=pikepdf.ObjectStreamMode.generate)
+        except AttributeError:
+            # pikepdf <= 0.3.4
+            pdf.save(output_file,
+                     stream_data_mode=pikepdf.StreamDataMode.compress)


 def optimize_pdf(
@@ -38,7 +38,7 @@ import sys
 import codecs


-def verify_python3_env():
+def verify_python3_env():  # pragma: no cover
    """Ensures that the environment is good for unicode on Python 3."""

    # PEP 538 changes in Python 3.7 should make this wrangling unnecessary
@@ -43,8 +43,54 @@ def _update_page_resources(*, page, font, font_key, procset):
    resources['/ProcSet'] = procset


+def strip_invisible_text(pdf, page, log):
+    stream = []
+    in_text_obj = False
+    render_mode = 0
+    text_objects = []
+
+    page.page_contents_coalesce()
+    for operands, operator in pikepdf.parse_content_stream(page, ''):
+        if not in_text_obj:
+            if operator == pikepdf.Operator('BT'):
+                in_text_obj = True
+                render_mode = 0
+                text_objects.append((operands, operator))
+            else:
+                stream.append((operands, operator))
+        else:
+            if operator == pikepdf.Operator('Tr'):
+                render_mode = operands[0]
+            text_objects.append((operands, operator))
+            if operator == pikepdf.Operator('ET'):
+                in_text_obj = False
+                if render_mode != 3:
+                    stream.extend(text_objects)
+                text_objects.clear()
+
+    def convert(op):
+        try:
+            return op.unparse()
+        except AttributeError:
+            return str(op).encode('ascii')
+
+    lines = []
+
+    for operands, operator in stream:
+        if operator == pikepdf.Operator('INLINE IMAGE'):
+            iim = operands[0]
+            line = iim.unparse()
+        else:
+            line = b' '.join(convert(op) for op in operands) + b' ' + operator.unparse()
+        lines.append(line)
+
+    content_stream = b'\n'.join(lines)
+    page.Contents = pikepdf.Stream(pdf, content_stream)
+
+
 def _weave_layers_graft(
-        *, pdf_base, page_num, text, font, font_key, procset, rotation, log):
+        *, pdf_base, page_num, text, font, font_key, procset, rotation,
+        strip_old_text, log):
    """Insert the text layer from text page 0 on to pdf_base at page_num"""

    log.debug("Grafting")
@@ -109,6 +155,9 @@ def _weave_layers_graft(

    new_text_layer = pikepdf.Stream(pdf_base, pdf_text_contents)

+    if strip_old_text:
+        strip_invisible_text(pdf_base, base_page, log)
+
    base_page.page_contents_add(new_text_layer, prepend=True)

    _update_page_resources(
@@ -169,17 +218,16 @@ def _traverse_toc(pdf_base, visitor_fn, log):
                continue
            item = node[key]
            if not item.is_indirect:
-                #  or not isinstance(item, pikepdf.Dictionary):
-                # # If there is garbage data, replace the key with an indirect
-                # # ref to None. Kodak Capture Desktop produces keys like these.
-                # log.error('Removing invalid reference from TOC: %s', repr(item))
+                # Direct references are not allowed here, but it's not clear
+                # what we should do if we find any. Removing them is an option:
                # node[key] = pdf_base.make_indirect(None)
                continue
            objgen = item.objgen
            if objgen not in visited:
                queue.add(objgen)

-        visitor_fn(pdf_base, node, log)
+        if visitor_fn:
+            visitor_fn(pdf_base, node, log)


 def _fix_toc(pdf_base, pageref_remap, log):
@@ -282,7 +330,7 @@ def weave_layers(
    # page references in the table of contents. Some PDF generators put invalid
    # references in the ToC, so we want to resolve them to null before we
    # create any references, or the ToC will be corrupted
-    _traverse_toc(pdf_base, lambda *args: None, log)
+    _traverse_toc(pdf_base, None, log)

    procset = pdf_base.make_indirect(
        pikepdf.Object.parse(b'[ /PDF /Text /ImageB /ImageC /ImageI ]'))
@@ -337,10 +385,11 @@ def weave_layers(

        if text and font:
            # Graft the text layer onto this page, whether new or old
+            strip_old = context.get_options().redo_ocr
            _weave_layers_graft(
                pdf_base=pdf_base, page_num=page_num, text=text, font=font,
                font_key=font_key, rotation=text_misaligned, procset=procset,
-                log=log
+                strip_old_text=strip_old, log=log
            )

        # Correct the rotation if applicable
@@ -17,6 +17,7 @@


 from enum import IntEnum
+from textwrap import dedent

 class ExitCode(IntEnum):
    ok = 0
@@ -36,6 +37,13 @@ class ExitCode(IntEnum):

 class ExitCodeException(Exception):
    exit_code = ExitCode.other_error
+    message = ""
+
+    def __str__(self):
+        super_msg = super().__str__()  # Don't do str(super())
+        if self.message:
+            return self.message.format(super_msg)
+        return super_msg


 class BadArgsError(ExitCodeException):
@@ -44,7 +52,15 @@ class BadArgsError(ExitCodeException):

 class PdfMergeFailedError(ExitCodeException):
    exit_code = ExitCode.input_file
+    message = dedent('''\
+        Failed to merge PDF image layer with OCR layer

+        Usually this happens because the input PDF file is malformed and
+        ocrmypdf cannot automatically correct the problem on its own.
+
+        Try using
+            ocrmypdf --pdf-renderer sandwich  [..other args..]
+        ''')

 class MissingDependencyError(ExitCodeException):
    exit_code = ExitCode.missing_dependency
@@ -76,7 +92,18 @@ class SubprocessOutputError(ExitCodeException):

 class EncryptedPdfError(ExitCodeException):
    exit_code = ExitCode.encrypted_pdf
+    message = dedent('''\
+        Input PDF is encrypted. The encryption must be removed to
+        perform OCR.
+
+        For information about this PDF's security use
+            qpdf --show-encryption infilename
+
+        You can remove the encryption using
+            qpdf --decrypt [--password=[password]] infilename
+        ''')


 class TesseractConfigError(ExitCodeException):
    exit_code = ExitCode.invalid_config
+    message = "Error occurred while parsing a Tesseract configuration file"
@@ -24,7 +24,6 @@ from subprocess import run, STDOUT, PIPE, CalledProcessError
 from ..exceptions import MissingDependencyError


-
 def get_version(program, *,
        version_arg='--version', regex=r'(\d+(\.\d+)*)'):
    "Get the version of the specified program"
@@ -101,7 +101,7 @@ def extract_text(input_file, pageno=1):


 def rasterize_pdf(input_file, output_file, xres, yres, raster_device, log,
-                  pageno=1, page_dpi=None, rotation=None):
+                  pageno=1, page_dpi=None, rotation=None, filter_vector=False):
    """Rasterize one page of a PDF at resolution (xres, yres) in canvas units.

    The image is sized to match the integer pixels dimensions implied by
@@ -116,6 +116,8 @@ def rasterize_pdf(input_file, output_file, xres, yres, raster_device, log,
    :param log:
    :param pageno: page number to rasterize (beginning at page 1)
    :param page_dpi: resolution tuple (x, y) overriding output image DPI
+    :param rotation: 0, 90, 180, 270: clockwise angle to rotate page
+    :param filter_vector: if True, remove vector graphics objects
    :return:
    """
    res = xres, yres
@@ -134,6 +136,7 @@ def rasterize_pdf(input_file, output_file, xres, yres, raster_device, log,
            '-dFirstPage=%i' % pageno,
            '-dLastPage=%i' % pageno,
            '-r{0}x{1}'.format(str(int_res[0]), str(int_res[1])),
+        ] + (['-dFILTERVECTOR'] if filter_vector else []) + [
            '-o', tmp.name,
            '-dAutoRotatePages=/None',  # Probably has no effect on raster
            '-f',
@@ -15,14 +15,11 @@
 # You should have received a copy of the GNU General Public License
 # along with OCRmyPDF.  If not, see <http://www.gnu.org/licenses/>.

-from subprocess import CalledProcessError, run, PIPE
+from subprocess import run, PIPE
 from functools import lru_cache
-import sys
-import os
-import shutil

 from . import get_version
-from ..exceptions import ExitCode, MissingDependencyError
+from ..exceptions import MissingDependencyError


@lru_cache(maxsize=1)
@@ -30,7 +27,6 @@ def version():
    return get_version('jbig2', regex=r'jbig2enc (\d+(\.\d+)*).*')


-@lru_cache(maxsize=1)
 def available():
    try:
        version()
@@ -44,10 +40,24 @@ def convert_group(*, cwd, infiles, out_prefix):
        'jbig2',
        '-b',
        out_prefix,
-        '-s',
+        '-s',  # symbol mode (lossy)
+        # '-r', # refinement mode (lossless symbol mode, currently disabled in
+                # jbig2)
        '-p',
    ]
    args.extend(infiles)
    proc = run(args, cwd=cwd, stdout=PIPE, stderr=PIPE)
    proc.check_returncode()
-    return proc
+    return proc
+
+
+def convert_single(*, cwd, infile, outfile):
+    args = [
+        'jbig2',
+        '-p',
+        infile
+    ]
+    with open(outfile, 'wb') as fstdout:
+        proc = run(args, cwd=cwd, stdout=fstdout, stderr=PIPE)
+    proc.check_returncode()
+    return proc
@@ -15,15 +15,11 @@
 # You should have received a copy of the GNU General Public License
 # along with OCRmyPDF.  If not, see <http://www.gnu.org/licenses/>.

-from subprocess import CalledProcessError, run
-from tempfile import TemporaryFile
+from subprocess import run
 from functools import lru_cache
-import sys
-import os
-import shutil

 from . import get_version
-from ..exceptions import ExitCode
+from ..exceptions import MissingDependencyError


@lru_cache(maxsize=1)
@@ -31,6 +27,14 @@ def version():
    return get_version('pngquant', regex=r'(\d+(\.\d+)*).*')


+def available():
+    try:
+        version()
+    except MissingDependencyError:
+        return False
+    return True
+
+
 def quantize(input_file, output_file, quality_min, quality_max):
    args = [
        'pngquant',
@@ -42,4 +46,4 @@ def quantize(input_file, output_file, quality_min, quality_max):
        input_file
    ]
    proc = run(args)
-    proc.check_returncode()
+    proc.check_returncode()
@@ -18,9 +18,8 @@
 from subprocess import CalledProcessError, STDOUT, PIPE, run
 from functools import lru_cache

-from ..exceptions import InputFileError, SubprocessOutputError, \
-    EncryptedPdfError
 from . import  get_version
+from ..helpers import fspath


@lru_cache(maxsize=1)
@@ -32,7 +31,7 @@ def check(input_file, log=None):
    args_qpdf = [
        'qpdf',
        '--check',
-        input_file
+        fspath(input_file)
    ]

    if log is None:
@@ -21,11 +21,11 @@ import shutil
 from functools import lru_cache
 from collections import namedtuple
 from textwrap import dedent
-from subprocess import CalledProcessError, TimeoutExpired, check_output, STDOUT
+from subprocess import CalledProcessError, TimeoutExpired, check_output, STDOUT, run, PIPE
 from contextlib import suppress

 from ..exceptions import MissingDependencyError, TesseractConfigError
-from ..helpers import page_number
+from ..helpers import page_number, fspath
 from . import get_version

 OrientationConfidence = namedtuple(
@@ -92,22 +92,33 @@ def psm():

@lru_cache(maxsize=1)
 def languages():
+    def lang_error(output):
+        msg = dedent("""Tesseract failed to report available languages.
+        Output from Tesseract:
+        -----------
+        """)
+        msg += output
+        print(msg, file=sys.stderr)
+
    args_tess = [
        'tesseract',
        '--list-langs'
    ]
    try:
-        langs = check_output(
-                args_tess, universal_newlines=True, stderr=STDOUT)
+        proc = run(
+            args_tess, universal_newlines=True, stdout=PIPE, stderr=STDOUT,
+            check=True
+        )
+        output = proc.stdout
    except CalledProcessError as e:
-        msg = dedent("""Tesseract failed to report available languages.
-        Output from Tesseract:
-        -----------
-        """)
-        msg += e.output
-        print(msg, file=sys.stderr)
+        lang_error(e.output)
        raise MissingDependencyError from e
-    return set(lang.strip() for lang in langs.splitlines()[1:])
+
+    header, *rest = output.splitlines()
+    if not header.startswith('List of available languages'):
+        lang_error(output)
+        raise MissingDependencyError
+    return set(lang.strip() for lang in rest)


 def tess_base_args(langs, engine_mode):
@@ -124,7 +135,7 @@ def tess_base_args(langs, engine_mode):
 def get_orientation(input_file, engine_mode, timeout: float, log):
    args_tesseract = tess_base_args(['osd'], engine_mode) + [
        psm(), '0',
-        input_file,
+        fspath(input_file),
        'stdout'
    ]

@@ -190,6 +201,10 @@ def tesseract_log_output(log, stdout, input_file):
            pass  # Appears to be spurious/problem with nonwhite borders
        elif 'Error in boxClipToRectangle' in line:
            pass  # Always appears with pixScanForForeground message
+        elif 'parameter not found: ' in line.lower():
+            log.error(prefix + line.strip())
+            problem = line.split('found: ')[1]
+            raise TesseractConfigError(problem)
        elif 'error' in line.lower() or 'exception' in line.lower():
            log.error(prefix + line.strip())
        elif 'warning' in line.lower():
@@ -263,8 +278,6 @@ def generate_hocr(input_file, output_files, language: list, engine_mode,
        _generate_null_hocr(output_hocr, output_sidecar, input_file)
    except CalledProcessError as e:
        tesseract_log_output(log, e.output, input_file)
-        if b'read_params_file: parameter not found' in e.output:
-            raise TesseractConfigError() from e
        if b'Image too large' in e.output:
            _generate_null_hocr(output_hocr, output_sidecar, input_file)
            return
@@ -350,9 +363,6 @@ def generate_pdf(*, input_image, skip_pdf=None, output_pdf, output_text,
        use_skip_page(text_only, skip_pdf, output_pdf, output_text)
    except CalledProcessError as e:
        tesseract_log_output(log, e.output, input_image)
-        if b'read_params_file: parameter not found' in e.output:
-            raise TesseractConfigError() from e
-
        if b'Image too large' in e.output:
            use_skip_page(text_only, skip_pdf, output_pdf, output_text)
            return
@@ -20,14 +20,16 @@
 #
 # Python FFI wrapper for Leptonica library

-import argparse
-import sys
-import os
-import logging
-import warnings
-from tempfile import TemporaryFile
+from collections.abc import Sequence
 from ctypes.util import find_library
 from functools import lru_cache
+from io import BytesIO
+from tempfile import TemporaryFile
+import argparse
+import logging
+import os
+import sys
+import warnings

 from .lib._leptonica import ffi
 from .helpers import fspath
@@ -38,6 +40,7 @@ lept = ffi.dlopen(find_library('lept'))

 logger = logging.getLogger(__name__)

+lept.setMsgSeverity(lept.L_SEVERITY_WARNING)

 def stderr(*objs):
    """Shorthand print to stderr."""
@@ -103,6 +106,8 @@ class _LeptonicaErrorTrap:
                raise FileNotFoundError()
            if 'pixWrite: stream not opened' in leptonica_output:
                raise LeptonicaIOError()
+            if 'index not valid' in leptonica_output:
+                raise IndexError()
            raise LeptonicaError(leptonica_output)

        return False
@@ -116,7 +121,43 @@ class LeptonicaIOError(LeptonicaError):
    pass


-class Pix:
+class LeptonicaObject:
+    """General wrapper for Leptonica objects
+
+    When Leptonica returns an object, we bundled it in a wrapper class, which
+    manages its memory. The wrapper class assumes that it will be calling some
+    sort of lept.thingDestroy() function when the instance is deleted. Most
+    Leptonica objects are reference counted, and destroy decrements the
+    refcount.
+
+    Most of the time, when Leptonica returns something, we wrap and it the job
+    is done. When wrapping objects that came from a Leptonica container, like
+    a PIXA returning PIX, the subclass must clone the object before passing it
+    here, to maintain the reference count.
+
+    CFFI ensures that the destroy function is called at garbage collection time
+    so we do not need to mess with __del__.
+    """
+
+    cdata_destroy = lambda cdata: None
+    LEPTONICA_TYPENAME = ''
+
+    def __init__(self, cdata):
+        if not cdata:
+            raise ValueError('Tried to wrap a NULL ' + self.LEPTONICA_TYPENAME)
+        self._cdata = ffi.gc(cdata, self._destroy)
+
+    @classmethod
+    def _destroy(cls, cdata):
+        """Destroy some cdata"""
+        # Leptonica API uses double-pointers for its destroy APIs to prevent
+        # dangling pointers. This means we need to put our single pointer,
+        # cdata, in a temporary CDATA**.
+        pp = ffi.new('{} **'.format(cls.LEPTONICA_TYPENAME), cdata)
+        cls.cdata_destroy(pp)
+
+
+class Pix(LeptonicaObject):
    """
    Wrapper around leptonica's PIX object.

@@ -135,18 +176,17 @@ class Pix:
    modified objects.  This allows convenient chaining:

    >>>   Pix.open('filename.jpg').scale((0.5, 0.5)).deskew().show()
-
    """

-    def __init__(self, pix):
-        self._pix = ffi.gc(pix, Pix._pix_destroy)
+    LEPTONICA_TYPENAME = "PIX"
+    cdata_destroy = lept.pixDestroy

    def __repr__(self):
-        if self._pix:
+        if self._cdata:
            s = "<leptonica.Pix image size={0}x{1} depth={2}{4} at 0x{3:x}>"
-            return s.format(self._pix.w, self._pix.h, self._pix.d,
-                            int(ffi.cast('intptr_t', self._pix)),
-                            '(colormapped)' if self._pix.colormap else '')
+            return s.format(self._cdata.w, self._cdata.h, self._cdata.d,
+                            int(ffi.cast('intptr_t', self._cdata)),
+                            '(colormapped)' if self._cdata.colormap else '')
        else:
            return "<leptonica.Pix image NULL>"

@@ -159,7 +199,7 @@ class Pix:
        data = ffi.new('l_uint8 **')
        size = ffi.new('size_t *')

-        err = lept.pixWriteMemPng(data, size, self._pix, 0)
+        err = lept.pixWriteMemPng(data, size, self._cdata, 0)
        if err != 0:
            raise LeptonicaIOError("pixWriteMemPng")

@@ -170,7 +210,7 @@ class Pix:
        data = ffi.new('l_uint32 **')
        size = ffi.new('size_t *')

-        err = lept.pixSerializeToMemory(self._pix, data, size)
+        err = lept.pixSerializeToMemory(self._cdata, data, size)
        if err != 0:
            raise LeptonicaIOError("pixSerializeToMemory")

@@ -187,32 +227,38 @@ class Pix:
        cdata_bytes = ffi.new('char[]', state['data'])
        cdata_uint32 = ffi.cast('l_uint32 *', cdata_bytes)

-        pix = lept.pixDeserializeFromMemory(
-            cdata_uint32, len(state['data']))
+        pix = lept.pixDeserializeFromMemory(cdata_uint32, len(state['data']))
        Pix.__init__(self, pix)

    def __eq__(self, other):
-        return self.__getstate__() == other.__getstate__()
+        if not isinstance(other, Pix):
+            return NotImplemented
+        same = ffi.new('l_int32 *', 0)
+        with _LeptonicaErrorTrap():
+            err = lept.pixEqual(self._cdata, other._cdata, same)
+            if err:
+                raise TypeError()
+        return bool(same[0])

    @property
    def width(self):
-        return self._pix.w
+        return self._cdata.w

    @property
    def height(self):
-        return self._pix.h
+        return self._cdata.h

    @property
    def depth(self):
-        return self._pix.d
+        return self._cdata.d

    @property
    def size(self):
-        return (self._pix.w, self._pix.h)
+        return (self._cdata.w, self._cdata.h)

    @property
    def info(self):
-        return {'dpi': (self._pix.xres, self._pix.yres)}
+        return {'dpi': (self._cdata.xres, self._cdata.yres)}

    @property
    def mode(self):
@@ -221,7 +267,7 @@ class Pix:
            return '1'
        elif self.depth >= 16:
            return 'RGB'
-        elif not self._pix.colormap:
+        elif not self._cdata.colormap:
            return 'L'
        else:
            return 'P'
@@ -253,10 +299,21 @@ class Pix:
        with _LeptonicaErrorTrap():
            lept.pixWriteImpliedFormat(
                os.fsencode(filename),
-                self._pix, jpeg_quality, jpeg_progressive)
+                self._cdata, jpeg_quality, jpeg_progressive)
+
+    @classmethod
+    def frompil(self, pillow_image):
+        """Create a copy of a PIL.Image from this Pix"""
+        bio = BytesIO()
+        pillow_image.save(bio, format='png', compress_level=1)
+        py_buffer = bio.getbuffer()
+        c_buffer = ffi.from_buffer(py_buffer)
+        with _LeptonicaErrorTrap():
+            pix = Pix(lept.pixReadMem(c_buffer, len(c_buffer)))
+            return pix

    def topil(self):
-        "Returns a PIL.Image version of this Pix"
+        """Returns a PIL.Image version of this Pix"""
        from PIL import Image

        # Leptonica manages data in words, so it implicitly does an endian
@@ -269,17 +326,17 @@ class Pix:
                raw_mode = 'ABGR'
            elif self.mode == '1':
                raw_mode = '1;I'
-                pix = Pix(lept.pixEndianByteSwapNew(pix._pix))
+                pix = Pix(lept.pixEndianByteSwapNew(pix._cdata))
            else:
                raw_mode = self.mode
-                pix = Pix(lept.pixEndianByteSwapNew(pix._pix))
+                pix = Pix(lept.pixEndianByteSwapNew(pix._cdata))
        else:
            raw_mode = self.mode  # no endian swap needed

-        size = (pix._pix.w, pix._pix.h)
-        bytecount = pix._pix.wpl * 4 * pix._pix.h
-        buf = ffi.buffer(pix._pix.data, bytecount)
-        stride = pix._pix.wpl * 4
+        size = (pix._cdata.w, pix._cdata.h)
+        bytecount = pix._cdata.wpl * 4 * pix._cdata.h
+        buf = ffi.buffer(pix._cdata.data, bytecount)
+        stride = pix._cdata.wpl * 4

        im = Image.frombytes(self.mode, size, buf, 'raw', raw_mode, stride)

@@ -298,21 +355,21 @@ class Pix:
            for skew angle
        """
        with _LeptonicaErrorTrap():
-            return Pix(lept.pixDeskew(self._pix, reduction_factor))
+            return Pix(lept.pixDeskew(self._cdata, reduction_factor))

    def scale(self, scale_xy):
        "Returns the pix object rescaled according to the proportions given."
        with _LeptonicaErrorTrap():
-            return Pix(lept.pixScale(self._pix, scale_xy[0], scale_xy[1]))
+            return Pix(lept.pixScale(self._cdata, scale_xy[0], scale_xy[1]))

    def rotate180(self):
        with _LeptonicaErrorTrap():
-            return Pix(lept.pixRotate180(ffi.NULL, self._pix))
+            return Pix(lept.pixRotate180(ffi.NULL, self._cdata))

    def rotate_orth(self, quads):
        "Orthographic rotation, quads: 0-3, number of clockwise rotations"
        with _LeptonicaErrorTrap():
-            return Pix(lept.pixRotateOrth(self._pix, quads))
+            return Pix(lept.pixRotateOrth(self._cdata, quads))

    def find_skew(self):
        """Returns a tuple (deskew angle in degrees, confidence value).
@@ -322,7 +379,7 @@ class Pix:
        with _LeptonicaErrorTrap():
            angle = ffi.new('float *', 0.0)
            confidence = ffi.new('float *', 0.0)
-            result = lept.pixFindSkew(self._pix, angle, confidence)
+            result = lept.pixFindSkew(self._cdata, angle, confidence)
            if result == 0:
                return (angle[0], confidence[0])
            else:
@@ -330,7 +387,7 @@ class Pix:

    def convert_rgb_to_luminance(self):
        with _LeptonicaErrorTrap():
-            gray_pix = lept.pixConvertRGBToLuminance(self._pix)
+            gray_pix = lept.pixConvertRGBToLuminance(self._cdata)
            if gray_pix:
                return Pix(gray_pix)
            return None
@@ -344,7 +401,7 @@ class Pix:
        """
        with _LeptonicaErrorTrap():
            return Pix(lept.pixRemoveColormapGeneral(
-                    self._pix, removal_type, lept.L_COPY))
+                    self._cdata, removal_type, lept.L_COPY))

    def otsu_adaptive_threshold(
            self, tile_size=(300, 300), kernel_size=(4, 4), scorefract=0.1):
@@ -354,7 +411,7 @@ class Pix:
            p_pix = ffi.new('PIX **')

            result = lept.pixOtsuAdaptiveThreshold(
-                self._pix,
+                self._cdata,
                sx, sy,
                smoothx, smoothy,
                scorefract,
@@ -371,22 +428,41 @@ class Pix:
        with _LeptonicaErrorTrap():
            sx, sy = tile_size
            smoothx, smoothy = kernel_size
-            if mask is None:
-                mask = ffi.NULL
+            mask = ffi.NULL
            if isinstance(mask, Pix):
-                mask = mask._pix
+                mask = mask._cdata

            thresh_pix = lept.pixOtsuThreshOnBackgroundNorm(
-                self._pix,
+                self._cdata,
                mask,
                sx, sy,
                thresh, mincount, bgval,
                smoothx, smoothy,
                scorefract,
                ffi.NULL
-                )
-            if thresh_pix == ffi.NULL:
-                return None
+            )
+            return Pix(thresh_pix)
+
+    def masked_threshold_on_background_norm(
+            self, mask=None, tile_size=(10, 15), thresh=100, mincount=50,
+            kernel_size=(2, 2), scorefract=0.1):
+        with _LeptonicaErrorTrap():
+            sx, sy = tile_size
+            smoothx, smoothy = kernel_size
+            mask = ffi.NULL
+            if isinstance(mask, Pix):
+                mask = mask._cdata
+
+            pix = Pix(lept.pixConvertTo8(self._cdata, 0))
+            thresh_pix = lept.pixMaskedThreshOnBackgroundNorm(
+                pix._cdata,
+                mask,
+                sx, sy,
+                thresh, mincount,
+                smoothx, smoothy,
+                scorefract,
+                ffi.NULL
+            )
            return Pix(thresh_pix)

    def crop_to_foreground(
@@ -394,7 +470,7 @@ class Pix:
            showmorph=0, display=0, pdfdir=ffi.NULL):
        with _LeptonicaErrorTrap():
            cropbox = Box(lept.pixFindPageForeground(
-                self._pix,
+                self._cdata,
                threshold,
                mindist,
                erasedist,
@@ -403,11 +479,9 @@ class Pix:
                display,
                pdfdir))

-            print(repr(cropbox))
-
            cropped_pix = lept.pixClipRectangle(
-                self._pix,
-                cropbox._box,
+                self._cdata,
+                cropbox._cdata,
                ffi.NULL)

            return Pix(cropped_pix)
@@ -416,7 +490,7 @@ class Pix:
            self, mask=None, grayscale=None, gamma=1.0, black=0, white=255):
        with _LeptonicaErrorTrap():
            return Pix(lept.pixCleanBackgroundToWhite(
-                self._pix,
+                self._cdata,
                mask or ffi.NULL,
                grayscale or ffi.NULL,
                gamma,
@@ -427,7 +501,7 @@ class Pix:
        with _LeptonicaErrorTrap():
            return Pix(lept.pixGammaTRC(
                ffi.NULL,
-                self._pix,
+                self._cdata,
                gamma,
                minval,
                maxval
@@ -440,7 +514,7 @@ class Pix:
        target_pix = self.remove_colormap(lept.REMOVE_CMAP_BASED_ON_SRC)
        with _LeptonicaErrorTrap():
            return Pix(lept.pixBackgroundNorm(
-                target_pix._pix,
+                target_pix._cdata,
                mask or ffi.NULL,
                grayscale or ffi.NULL,
                tile_size[0],
@@ -464,53 +538,80 @@ class Pix:
            # implementation of pixCorrelationBinary that overflows on larger
            # images.  Ubuntu 14.04/trusty has 1.70. Ubuntu PPA
            # ppa:alex-p/tesseract-ocr has leptonlib 1.75.
-            pix1_count = ffi.new('l_int32 *')
-            pix2_count = ffi.new('l_int32 *')
-            pixn_count = ffi.new('l_int32 *')
-            tab8 = Pix.make_pixel_sum_tab8()
+            raise LeptonicaError("Leptonica version is too old")

-            lept.pixCountPixels(pix1._pix, pix1_count, tab8)
-            lept.pixCountPixels(pix2._pix, pix2_count, tab8)
-            pixn = Pix(lept.pixAnd(ffi.NULL, pix1._pix, pix2._pix))
-            lept.pixCountPixels(pixn._pix, pixn_count, tab8)
-
-            # Python converts these int32s to larger units as needed
-            # to avoid overflow. Overflow happens easily here.
-            correlation = (
-                    (pixn_count[0] * pixn_count[0]) /
-                    (pix1_count[0] * pix2_count[0])
-                    )
-            return correlation
-        else:
-            correlation = ffi.new('float *', 0.0)
-            result = lept.pixCorrelationBinary(pix1._pix, pix2._pix,
-                                               correlation)
-            if result != 0:
-                raise LeptonicaError("Correlation failed")
-            return correlation[0]
+        correlation = ffi.new('float *', 0.0)
+        result = lept.pixCorrelationBinary(pix1._cdata, pix2._cdata,
+                                           correlation)
+        if result != 0:
+            raise LeptonicaError("Correlation failed")
+        return correlation[0]

    def generate_pdf_ci_data(self, type_, quality):
        "Convert to PDF data, with transcoding"
        p_compdata = ffi.new('L_COMP_DATA **')
-        result = lept.pixGenerateCIData(self._pix, type_, quality, 0,
+        result = lept.pixGenerateCIData(self._cdata, type_, quality, 0,
                                        p_compdata)
        if result != 0:
            raise LeptonicaError("Generate PDF data failed")
        return CompressedData(p_compdata[0])

    def invert(self):
-        return Pix(lept.pixInvert(ffi.NULL, self._pix))
+        return Pix(lept.pixInvert(ffi.NULL, self._cdata))

-    @staticmethod
-    def _pix_destroy(pix):
-        p_pix = ffi.new('PIX **', pix)
-        lept.pixDestroy(p_pix)
-        # print('pix destroy ' + repr(pix))
+    def locate_barcodes(self):
+        with _LeptonicaErrorTrap():
+            pix = Pix(lept.pixConvertTo8(self._cdata, 0))
+            pixa_candidates = PixArray(lept.pixExtractBarcodes(pix._cdata, 0))
+            sarray = StringArray(lept.pixReadBarcodes(pixa_candidates._cdata,
+                                                    lept.L_BF_ANY,
+                                                    lept.L_USE_WIDTHS,
+                                                    ffi.NULL,
+                                                    0))
+            for n, s in enumerate(sarray):
+                decoded = s.decode()
+                if s.strip() == '':
+                    continue
+                box = pixa_candidates.get_box(n)
+                left, top = box.x, box.y
+                right, bottom = box.x + box.w, box.y + box.h
+                yield (decoded, (left, top, right, bottom))
+
+    def despeckle(self, size):
+        if size == 2:
+            speckle2 = """
+                oooo
+                oC o
+                o  o
+                oooo
+                """
+            sel1 = Sel.from_selstr(speckle2, 'speckle2')
+            sel2 = Sel.create_brick(2, 2, 0, 0, lept.SEL_HIT)
+        elif size == 3:
+            speckle3 = """
+                ooooo
+                oC  o
+                o   o
+                o   o
+                ooooo
+                """
+            sel1 = Sel.from_selstr(speckle3, 'speckle3')
+            sel2 = Sel.create_brick(3, 3, 0, 0, lept.SEL_HIT)
+        else:
+            raise ValueError(size)
+
+        pixhmt = Pix(lept.pixHMT(ffi.NULL, self._cdata, sel1._cdata))
+        pixdilated = Pix(lept.pixDilate(ffi.NULL, pixhmt._cdata, sel2._cdata))
+
+        pixsub = Pix(lept.pixSubtract(ffi.NULL, self._cdata, pixdilated._cdata))
+        return pixsub


-class CompressedData:
-    def __init__(self, compdata):
-        self._compdata = ffi.gc(compdata, CompressedData._destroy)
+class CompressedData(LeptonicaObject):
+    """Wrapper for L_COMP_DATA - abstract compressed image data"""
+
+    LEPTONICA_TYPENAME = 'L_COMP_DATA'
+    cdata_destroy = lept.l_CIDataDestroy

    @classmethod
    def open(cls, path, jpeg_quality=75):
@@ -525,64 +626,141 @@ class CompressedData:
        return CompressedData(p_compdata[0])

    def __len__(self):
-        return self._compdata.nbytescomp
+        return self._cdata.nbytescomp

    def read(self):
-        buf = ffi.buffer(self._compdata.datacomp, self._compdata.nbytescomp)
+        buf = ffi.buffer(self._cdata.datacomp, self._cdata.nbytescomp)
        return bytes(buf)

    def __getattr__(self, name):
-        if hasattr(self._compdata, name):
-            return getattr(self._compdata, name)
+        if hasattr(self._cdata, name):
+            return getattr(self._cdata, name)
        raise AttributeError(name)

    def get_palette_pdf_string(self):
        "Returns palette pre-formatted for use in PDF"
-        buflen = len('< ') + len(' rrggbb') * self._compdata.ncolors + len('>')
-        buf = ffi.buffer(self._compdata.cmapdatahex, buflen)
+        buflen = len('< ') + len(' rrggbb') * self._cdata.ncolors + len('>')
+        buf = ffi.buffer(self._cdata.cmapdatahex, buflen)
        return bytes(buf)

-    @staticmethod
-    def _destroy(compdata):
-        pp = ffi.new('L_COMP_DATA **', compdata)
-        lept.l_CIDataDestroy(pp)
+
+class PixArray(LeptonicaObject, Sequence):
+    """Wrapper around PIXA (array of PIX)"""
+
+    LEPTONICA_TYPENAME = 'PIXA'
+    cdata_destroy = lept.pixaDestroy
+
+    def __len__(self):
+        return self._cdata[0].n
+
+    def __getitem__(self, n):
+        with _LeptonicaErrorTrap():
+            return Pix(lept.pixaGetPix(self._cdata, n, lept.L_CLONE))
+
+    def get_box(self, n):
+        with _LeptonicaErrorTrap():
+            return Box(lept.pixaGetBox(self._cdata, n, lept.L_CLONE))


-class Box:
-    """Wrapper around Leptonica's BOX objects.
+class Box(LeptonicaObject):
+    """Wrapper around Leptonica's BOX objects (a pixel rectangle)

-    See class Pix for notes about reference counting.
+    Uses x, y, w, h coordinates.
    """

-    def __init__(self, box):
-        self._box = ffi.gc(box, Box._box_destroy)
+    LEPTONICA_TYPENAME = 'BOX'
+    cdata_destroy = lept.boxDestroy

    def __repr__(self):
-        if self._box:
+        if self._cdata:
            return '<leptonica.Box x={0} y={1} w={2} h={3}>'.format(
                self.x, self.y, self.w, self.h)
        return '<leptonica.Box NULL>'

    @property
    def x(self):
-        return self._box.x
+        return self._cdata.x

    @property
    def y(self):
-        return self._box.y
+        return self._cdata.y

    @property
    def w(self):
-        return self._box.w
+        return self._cdata.w

    @property
    def h(self):
-        return self._box.h
+        return self._cdata.h

-    @staticmethod
-    def _box_destroy(box):
-        p_box = ffi.new('BOX **', box)
-        lept.boxDestroy(p_box)
+
+class BoxArray(LeptonicaObject, Sequence):
+    """Wrapper around Leptonica's BOXA (Array of BOX) objects."""
+
+    LEPTONICA_TYPENAME = 'BOXA'
+    cdata_destroy = lept.boxaDestroy
+
+    def __repr__(self):
+        if not self._cdata:
+            return '<BoxArray>'
+        boxes = (repr(box) for box in self)
+        return '<BoxArray [' + ', '.join(boxes) + ']>'
+
+    def __len__(self):
+        return self._cdata.n
+
+    def __getitem__(self, n):
+        if not isinstance(n, int):
+            raise TypeError('list indices must be integers')
+        if 0 <= n < len(self):
+            return Box(lept.boxaGetBox(self._cdata, n, lept.L_CLONE))
+        raise IndexError(n)
+
+
+class StringArray(LeptonicaObject, Sequence):
+    """Leptonica SARRAY/string array"""
+
+    LEPTONICA_TYPENAME = 'SARRAY'
+    cdata_destroy = lept.sarrayDestroy
+
+    def __len__(self):
+        return self._cdata.n
+
+    def __getitem__(self, n):
+        if 0 <= n < len(self):
+            return ffi.string(self._cdata.array[n])
+        raise IndexError(n)
+
+
+class Sel(LeptonicaObject):
+    """Leptonica 'sel'/selection element for hit-miss transform"""
+
+    LEPTONICA_TYPENAME = 'SEL'
+    cdata_destroy = lept.selDestroy
+
+    @classmethod
+    def from_selstr(cls, selstr, name):
+        lines = [line.strip() for line in selstr.split('\n') if line.strip()]
+        h = len(lines)
+        w = len(lines[0])
+        lengths = set(len(line) for line in lines)
+        if len(lengths) != 1:
+            raise ValueError("All lines in selstr must be same length")
+
+        repacked = ''.join(line.strip() for line in lines)
+        buf_selstr = ffi.from_buffer(repacked.encode('ascii'))
+        buf_name = ffi.from_buffer(name.encode('ascii'))
+        sel = lept.selCreateFromString(buf_selstr, h, w, buf_name)
+        return cls(sel)
+
+    @classmethod
+    def create_brick(cls, h, w, cy, cx, type_):
+        sel = lept.selCreateBrick(h, w, cy, cx, type_)
+        return cls(sel)
+
+    def __repr__(self):
+        selstr = ffi.gc(lept.selPrintToString(self._cdata), lept.lept_free)
+        return '<Sel \n' + ffi.string(selstr).decode('ascii') + '\n>'


@lru_cache(maxsize=1)
@@ -19,7 +19,6 @@
 from cffi import FFI

 ffibuilder = FFI()
-ffibuilder.set_source("ocrmypdf.lib._leptonica", None)
 ffibuilder.cdef("""
 typedef signed char             l_int8;
 typedef unsigned char           l_uint8;
@@ -32,6 +31,8 @@ typedef double                  l_float64;
 typedef long long               l_int64;
 typedef unsigned long long      l_uint64;

+typedef int l_ok; /*!< return type 0 if OK, 1 on error */
+
 struct Pix
 {
    l_uint32             w;           /* width in pixels                   */
@@ -61,6 +62,17 @@ struct PixColormap
 };
 typedef struct PixColormap  PIXCMAP;

+/*! Array of pix */
+struct Pixa
+{
+    l_int32             n;          /*!< number of Pix in ptr array        */
+    l_int32             nalloc;     /*!< number of Pix ptrs allocated      */
+    l_uint32            refcount;   /*!< reference count (1 if no clones)  */
+    struct Pix        **pix;        /*!< the array of ptrs to pix          */
+    struct Boxa        *boxa;       /*!< array of boxes                    */
+};
+typedef struct Pixa PIXA;
+
 struct Box
 {
    l_int32            x;
@@ -72,6 +84,25 @@ struct Box
 };
 typedef struct Box    BOX;

+/*! Array of Box */
+struct Boxa
+{
+    l_int32            n;           /*!< number of box in ptr array        */
+    l_int32            nalloc;      /*!< number of box ptrs allocated      */
+    l_uint32           refcount;    /*!< reference count (1 if no clones)  */
+    struct Box       **box;         /*!< box ptr array                     */
+};
+typedef struct Boxa BOXA;
+
+/*! String array: an array of C strings */
+struct Sarray
+{
+    l_int32          nalloc;    /*!< size of allocated ptr array         */
+    l_int32          n;         /*!< number of strings allocated         */
+    l_int32          refcount;  /*!< reference count (1 if no clones)    */
+    char           **array;     /*!< string array                        */
+};
+typedef struct Sarray SARRAY;

 /*! Pdf formatted encoding types */
 enum {
@@ -104,6 +135,18 @@ struct L_Compressed_Data
 };
 typedef struct L_Compressed_Data L_COMP_DATA;

+/*! Selection */
+struct Sel
+{
+    l_int32       sy;        /*!< sel height                               */
+    l_int32       sx;        /*!< sel width                                */
+    l_int32       cy;        /*!< y location of sel origin                 */
+    l_int32       cx;        /*!< x location of sel origin                 */
+    l_int32     **data;      /*!< {0,1,2}; data[i][j] in [row][col] order  */
+    char         *name;      /*!< used to find sel by name                 */
+};
+typedef struct Sel SEL;
+
 enum {
    REMOVE_CMAP_TO_BINARY = 0,     /*!< remove colormap for conv to 1 bpp  */
    REMOVE_CMAP_TO_GRAYSCALE = 1,  /*!< remove colormap for conv to 8 bpp  */
@@ -122,10 +165,48 @@ enum {
                      /*!< the array with clones (e.g., pix)              */
 };

+/*! Flags for method of extracting barcode widths */
+enum {
+    L_USE_WIDTHS = 1,     /*!< use histogram of barcode widths           */
+    L_USE_WINDOWS = 2     /*!< find best window for decoding transitions */
+};
+
+/*! Flags for barcode formats */
+enum {
+    L_BF_UNKNOWN = 0,     /*!< unknown format                            */
+    L_BF_ANY = 1,         /*!< try decoding with all known formats       */
+    L_BF_CODE128 = 2,     /*!< decode with Code128 format                */
+    L_BF_EAN8 = 3,        /*!< decode with EAN8 format                   */
+    L_BF_EAN13 = 4,       /*!< decode with EAN13 format                  */
+    L_BF_CODE2OF5 = 5,    /*!< decode with Code 2 of 5 format            */
+    L_BF_CODEI2OF5 = 6,   /*!< decode with Interleaved 2 of 5 format     */
+    L_BF_CODE39 = 7,      /*!< decode with Code39 format                 */
+    L_BF_CODE93 = 8,      /*!< decode with Code93 format                 */
+    L_BF_CODABAR = 9,     /*!< decode with Code93 format                 */
+    L_BF_UPCA = 10        /*!< decode with UPC A format                  */
+};
+
+enum {
+    L_SEVERITY_EXTERNAL = 0,   /* Get the severity from the environment   */
+    L_SEVERITY_ALL      = 1,   /* Lowest severity: print all messages     */
+    L_SEVERITY_DEBUG    = 2,   /* Print debugging and higher messages     */
+    L_SEVERITY_INFO     = 3,   /* Print informational and higher messages */
+    L_SEVERITY_WARNING  = 4,   /* Print warning and higher messages       */
+    L_SEVERITY_ERROR    = 5,   /* Print error and higher messages         */
+    L_SEVERITY_NONE     = 6    /* Highest severity: print no messages     */
+};
+
+enum {
+    SEL_DONT_CARE  = 0,
+    SEL_HIT        = 1,
+    SEL_MISS       = 2
+};
+
 """)

 ffibuilder.cdef("""
 PIX * pixRead ( const char *filename );
+PIX * pixReadMem ( const l_uint8 *data, size_t size );
 PIX * pixScale ( PIX *pixs, l_float32 scalex, l_float32 scaley );
 l_int32 pixFindSkew ( PIX *pixs, l_float32 *pangle, l_float32 *pconf );
 l_int32 pixWriteImpliedFormat ( const char *filename, PIX *pix, l_int32 quality, l_int32 progressive );
@@ -137,6 +218,11 @@ pixWriteMemPng(l_uint8  **pdata,

 void pixDestroy ( PIX **ppix );

+l_ok
+pixEqual(PIX      *pix1,
+         PIX      *pix2,
+         l_int32 *psame);
+
 PIX *
 pixEndianByteSwapNew(PIX  *pixs);

@@ -157,6 +243,8 @@ l_int32 pixSerializeToMemory ( PIX *pixs, l_uint32 **pdata, size_t *pnbytes );

 PIX * pixConvertRGBToLuminance(PIX *pixs);

+PIX * pixConvertTo8(PIX     *pixs, l_int32  cmapflag);
+
 PIX * pixRemoveColormap(PIX *pixs, l_int32  type);

 l_int32
@@ -182,6 +270,18 @@ pixOtsuThreshOnBackgroundNorm(PIX       *pixs,
                              l_float32  scorefract,
                              l_int32   *pthresh);

+PIX *
+pixMaskedThreshOnBackgroundNorm(PIX       *pixs,
+                                PIX       *pixim,
+                                l_int32    sx,
+                                l_int32    sy,
+                                l_int32    thresh,
+                                l_int32    mincount,
+                                l_int32    smoothx,
+                                l_int32    smoothy,
+                                l_float32  scorefract,
+                                l_int32   *pthresh);
+
 PIX *
 pixCleanBackgroundToWhite(PIX       *pixs,
                          PIX       *pixim,
@@ -265,13 +365,13 @@ pixGetAverageMaskedRGB(PIX        *pixs,
                       l_float32  *pgval,
                       l_float32  *pbval);

-PIX * 
+PIX *
 pixGlobalNormRGB(PIX * 	pixd,
                 PIX * 	pixs,
                 l_int32 	rval,
                 l_int32 	gval,
                 l_int32 	bval,
-                 l_int32 	mapval); 
+                 l_int32 	mapval);

 PIX *
 pixInvert(PIX * pixd,
@@ -289,22 +389,101 @@ pixGenerateCIData(PIX           *pixs,
                  l_int32        ascii85,
                  L_COMP_DATA **pcid);

-l_int32 
-l_generateCIDataForPdf(const char *fname, 
-                       PIX *pix, 
-                       l_int32 quality, 
+SARRAY *
+pixProcessBarcodes(PIX      *pixs,
+                   l_int32   format,
+                   l_int32   method,
+                   SARRAY  **psaw,
+                   l_int32 debugflag);
+
+PIX *
+pixaGetPix(PIXA    *pixa,
+           l_int32  index,
+           l_int32 accesstype);
+
+BOX*
+pixaGetBox 	(PIXA *  	pixa,
+		    l_int32  	index,
+		    l_int32  	accesstype );
+
+PIXA *
+pixExtractBarcodes(PIX     *pixs,
+                   l_int32 debugflag);
+
+BOXA *
+pixLocateBarcodes ( PIX *pixs, l_int32 thresh, PIX **ppixb, PIX **ppixm );
+
+SARRAY *
+pixReadBarcodes(PIXA     *pixa,
+                l_int32   format,
+                l_int32   method,
+                SARRAY  **psaw,
+                l_int32 debugflag);
+
+l_int32
+l_generateCIDataForPdf(const char *fname,
+                       PIX *pix,
+                       l_int32 quality,
                       L_COMP_DATA **pcid);

-void                 
+
+BOX *
+boxClone ( BOX *box );
+
+BOX *
+boxaGetBox ( BOXA *boxa, l_int32 index, l_int32 accessflag );
+
+SEL *
+selCreateFromString ( const char *text, l_int32 h, l_int32 w, const char *name );
+
+SEL *
+selCreateBrick ( l_int32 h, l_int32 w, l_int32 cy, l_int32 cx, l_int32 type );
+
+char *
+selPrintToString(SEL  *sel);
+
+PIX *
+pixDilate ( PIX *pixd, PIX *pixs, SEL *sel );
+
+PIX *
+pixErode ( PIX *pixd, PIX *pixs, SEL *sel );
+
+PIX *
+pixHMT ( PIX *pixd, PIX *pixs, SEL *sel );
+
+PIX *
+pixSubtract ( PIX *pixd, PIX *pixs1, PIX *pixs2 );
+
+void
 boxDestroy(BOX  **pbox);

+void
+boxaDestroy ( BOXA **pboxa );
+
+void
+pixaDestroy(PIXA **ppixa);
+
+l_ok
+pixRenderBoxa ( PIX *pix, BOXA *boxa, l_int32 width, l_int32 op );
+
 void
 l_CIDataDestroy(L_COMP_DATA **pcid);

 void
-lept_free(void *ptr);  
+sarrayDestroy(SARRAY  **psa);
+
+void
+lept_free(void *ptr);
+
+void selDestroy ( SEL **psel );
+
+l_int32
+setMsgSeverity(l_int32 newsev);
+
 """)


+ffibuilder.set_source("ocrmypdf.lib._leptonica", None)
+
 if __name__ == '__main__':
    ffibuilder.compile(verbose=True)
@@ -17,7 +17,7 @@

 from pathlib import Path
 import concurrent.futures
-from collections import defaultdict, namedtuple
+from collections import defaultdict
 import logging
 import sys

@@ -30,7 +30,6 @@ from . import leptonica
 from .helpers import re_symlink, fspath
 from .exec import pngquant, jbig2enc

-PAGE_GROUP_SIZE = 10
 DEFAULT_JPEG_QUALITY = 75
 DEFAULT_PNG_QUALITY = 70

@@ -51,26 +50,34 @@ def tif_name(root, xref):
    return img_name(root, xref, '.tif')


-def extract_image(*, pike, root, log, image, xref, jbig2s,
-                  pngs, jpegs, options):
+def extract_image_filter(pike, root, log, image, xref):
    if image.Subtype != '/Image':
-        return False
+        return None
    if image.Length < 100:
-        log.debug("Skipping small image, xref {}".format(xref))
-        return False
+        log.debug("Skipping small image, xref %s", xref)
+        return None

    pim = pikepdf.PdfImage(image)

    if len(pim.filter_decodeparms) > 1:
-        log.debug("Skipping multiply filtered, xref {}".format(xref))
-        return False
+        log.debug("Skipping multiply filtered, xref %s", xref)
+        return None
    filtdp = pim.filter_decodeparms[0]

    if pim.bits_per_component > 8:
-        return False  # Don't mess with wide gamut images
+        return None  # Don't mess with wide gamut images

    if filtdp[0] == '/JPXDecode':
-        return False  # Don't do JPEG2000
+        return None  # Don't do JPEG2000
+
+    return pim, filtdp
+
+
+def extract_image_jbig2(*, pike, root, log, image, xref, options):
+    result = extract_image_filter(pike, root, log, image, xref)
+    if result is None:
+        return None
+    pim, filtdp = result

    if pim.bits_per_component == 1 \
            and filtdp != '/JBIG2Decode' \
@@ -81,9 +88,18 @@ def extract_image(*, pike, root, log, image, xref, jbig2s,
                ext = pim.extract_to(stream=f)
            imgname.rename(imgname.with_suffix(ext))
        except pikepdf.UnsupportedImageTypeError:
-            return False
-        jbig2s.append((xref, ext))
-    elif filtdp[0] == '/DCTDecode' \
+            return None
+        return xref, ext
+    return None
+
+
+def extract_image_generic(*, pike, root, log, image, xref, options):
+    result = extract_image_filter(pike, root, log, image, xref)
+    if result is None:
+        return None
+    pim, filtdp = result
+
+    if filtdp[0] == '/DCTDecode' \
            and options.optimize >= 2:
        # This is a simple heuristic derived from some training data, that has
        # about a 70% chance of guessing whether the JPEG is high quality,
@@ -92,7 +108,7 @@ def extract_image(*, pike, root, log, image, xref, jbig2s,
        # bytes_per_pixel = int(raw_jpeg.Length) / (w * h)
        # jpeg_quality_estimate = 117.0 * (bytes_per_pixel ** 0.213)
        # if jpeg_quality_estimate < 65:
-        #     return False
+        #     return None

        # We could get the ICC profile here, but there's no need to look at it
        # for quality transcoding
@@ -107,88 +123,110 @@ def extract_image(*, pike, root, log, image, xref, jbig2s,
                ext = pim.extract_to(stream=f)
            imgname.rename(imgname.with_suffix(ext))
        except pikepdf.UnsupportedImageTypeError:
-            return False
-        jpegs.append(xref)
+            return None
+        return xref, ext
    elif pim.indexed \
            and pim.colorspace in pim.SIMPLE_COLORSPACES \
            and options.optimize >= 3:
        # Try to improve on indexed images - these are far from low hanging
        # fruit in most cases
        pim.as_pil_image().save(png_name(root, xref))
-        pngs.append(xref)
+        return xref, '.png'
    elif not pim.indexed and pim.colorspace in pim.SIMPLE_COLORSPACES:
        # An optimization opportunity here, not currently taken, is directly
        # generating a PNG from compressed data
        pim.as_pil_image().save(png_name(root, xref))
-        pngs.append(xref)
-    else:
-        return False
+        return xref, '.png'

-    return True
+    return None


-def extract_images(pike, root, log, options):
-    # Extract images we can improve
-    changed_xrefs = set()
-    jbig2_groups = defaultdict(lambda: [])
-    jpegs = []
-    pngs = []
+
+def extract_images(pike, root, log, options, extract_fn):
+    """Extract image using extract_fn
+
+    extract_fn decides where the image is interesting in this case
+    """
+
+    include_xrefs = set()
+    exclude_xrefs = set()
    errors = 0
    for pageno, page in enumerate(pike.pages):
-        group, _ = divmod(pageno, PAGE_GROUP_SIZE)
        try:
            xobjs = page.Resources.XObject
        except AttributeError:
            continue
-        for imname, image in dict(xobjs).items():
+        for _imname, image in dict(xobjs).items():
            if image.objgen[1] != 0:
                continue  # Ignore images in an incremental PDF
            xref = image.objgen[0]
-            if xref in changed_xrefs:
-                continue  # Don't improve same image twice
-            try:
-                result = extract_image(
-                    pike=pike, root=root, log=log, image=image,
-                    xref=xref, jbig2s=jbig2_groups[group], pngs=pngs,
-                    jpegs=jpegs, options=options
-                )
-                if result:
-                    changed_xrefs.add(xref)
-            except Exception as e:
-                log.debug("Image {} xref {}".format(imname, xref))
-                log.debug(repr(e))
-                errors += 1
+            if hasattr(image, 'SMask'):
+                # Ignore soft masks
+                smask_xref = image.SMask.objgen[0]
+                exclude_xrefs.add(smask_xref)
+            include_xrefs.add(xref)
+
+    working_xrefs = include_xrefs - exclude_xrefs
+    for xref in working_xrefs:
+        image = pike.get_object((xref, 0))
+        try:
+            result = extract_fn(
+                pike=pike, root=root, log=log, image=image,
+                xref=xref, options=options
+            )
+        except Exception as e:
+            log.debug("Image xref %s", xref)
+            log.debug(repr(e))
+            errors += 1
+        else:
+            if result:
+                _, ext = result
+                yield pageno, xref, ext
+
+
+def extract_images_generic(pike, root, log, options):
+    """Extract any >=2bpp image we think we can improve"""
+
+    jpegs = []
+    pngs = []
+    for _, xref, ext in extract_images(
+            pike, root, log, options, extract_image_generic):
+        log.debug('xref = %s ext = %s', xref, ext)
+        if ext == '.png':
+            pngs.append(xref)
+        elif ext == '.jpg':
+            jpegs.append(xref)
+    log.debug(
+        "Optimizable images: "
+        "JPEGs: %s PNGs: %s", len(jpegs), len(pngs)
+    )
+    return jpegs, pngs
+
+
+def extract_images_jbig2(pike, root, log, options):
+    """Extract any bitonal image that we think we can improve as JBIG2"""
+
+    jbig2_groups = defaultdict(list)
+    for pageno, xref, ext in extract_images(
+            pike, root, log, options, extract_image_jbig2):
+        group = pageno // options.jbig2_page_group_size
+        jbig2_groups[group].append((xref, ext))

    # Elide empty groups
    jbig2_groups = {group: xrefs for group, xrefs in jbig2_groups.items()
                    if len(xrefs) > 0}
    log.debug(
        "Optimizable images: "
-        "JBIG2 groups: {} JPEGs: {} PNGs: {} Errors: {}".format(
-            len(jbig2_groups), len(jpegs), len(pngs), errors
-    ))
-
-    return jbig2_groups, jpegs, pngs
+        "JBIG2 groups: %s", (len(jbig2_groups),)
+    )
+    return jbig2_groups


-def convert_to_jbig2(pike, jbig2_groups, root, log, options):
-    """
-    Convert a group of JBIG2 images and insert into PDF.
+def _produce_jbig2_images(jbig2_groups, root, log, options):
+    """Produce JBIG2 images from their groups"""

-    We use a group because JBIG2 works best with a symbol dictionary that spans
-    multiple pages. When inserted back into the PDF, each JBIG2 must reference
-    the symbol dictionary it is associated with. So convert a group at a time,
-    and replace their streams with a parameter set that points to the
-    appropriate dictionary.
-
-    If too many pages shared the same dictionary JBIG2 encoding becomes more
-    expensive and less efficient.
-
-    """
-    with concurrent.futures.ThreadPoolExecutor(
-            max_workers=options.jobs) as executor:
-        futures = []
-        for group, xref_exts in jbig2_groups.items():
+    def jbig2_group_futures(executor, root, groups):
+        for group, xref_exts in groups.items():
            prefix = 'group{:08d}'.format(group)
            future = executor.submit(
                jbig2enc.convert_group,
@@ -196,15 +234,64 @@ def convert_to_jbig2(pike, jbig2_groups, root, log, options):
                infiles=(img_name(root, xref, ext) for xref, ext in xref_exts),
                out_prefix=prefix
            )
-            futures.append(future)
+            yield future
+
+    def jbig2_single_futures(executor, root, groups):
+        for group, xref_exts in groups.items():
+            prefix = 'group{:08d}'.format(group)
+            # Second loop is to ensure multiple images per page are unpacked
+            for n, xref_ext in enumerate(xref_exts):
+                xref, ext = xref_ext
+                future = executor.submit(
+                    jbig2enc.convert_single,
+                    cwd=fspath(root),
+                    infile=img_name(root, xref, ext),
+                    outfile=root / ('{}.{:04d}'.format(prefix, n))
+                )
+                yield future
+
+    if options.jbig2_page_group_size > 1:
+        jbig2_futures = jbig2_group_futures
+    else:
+        jbig2_futures = jbig2_single_futures
+
+    with concurrent.futures.ThreadPoolExecutor(
+            max_workers=options.jobs) as executor:
+        futures = jbig2_futures(executor, root, jbig2_groups)
        for future in concurrent.futures.as_completed(futures):
            proc = future.result()
            log.debug(proc.stderr.decode())

+
+def convert_to_jbig2(pike, jbig2_groups, root, log, options):
+    """Convert images to JBIG2 and insert into PDF.
+
+    When the JBIG2 page group size is > 1 we do several JBIG2 images at once
+    and build a symbol dictionary that will span several pages. Each JBIG2
+    image must reference to its symbol dictionary. If too many pages shared the
+    same dictionary JBIG2 encoding becomes more expensive and less efficient.
+    The default value of 10 was determined through testing. Currently this
+    must be lossy encoding since jbig2enc does not support refinement coding.
+
+    When the JBIG2 symbolic coder is not used, each JBIG2 stands on its own
+    and needs no dictionary. Currently this is must be lossless JBIG2.
+    """
+
+    _produce_jbig2_images(jbig2_groups, root, log, options)
+
    for group, xref_exts in jbig2_groups.items():
        prefix = 'group{:08d}'.format(group)
-        jbig2_globals_data = (root / (prefix + '.sym')).read_bytes()
-        jbig2_globals = pikepdf.Stream(pike, jbig2_globals_data)
+        jbig2_symfile = root / (prefix + '.sym')
+        if jbig2_symfile.exists():
+            jbig2_globals_data = jbig2_symfile.read_bytes()
+            jbig2_globals = pikepdf.Stream(pike, jbig2_globals_data)
+            jbig2_globals_dict = pikepdf.Dictionary({
+                    '/JBIG2Globals': jbig2_globals
+            })
+        elif options.jbig2_page_group_size == 1:
+            jbig2_globals_dict = None
+        else:
+            raise FileNotFoundError(jbig2_symfile)

        for n, xref_ext in enumerate(xref_exts):
            xref, _ = xref_ext
@@ -213,9 +300,7 @@ def convert_to_jbig2(pike, jbig2_groups, root, log, options):
            im_obj = pike.get_object(xref, 0)
            im_obj.write(
                jbig2_im_data, pikepdf.Name('/JBIG2Decode'),
-                pikepdf.Dictionary({
-                    '/JBIG2Globals': jbig2_globals
-                })
+                jbig2_globals_dict
            )


@@ -232,9 +317,9 @@ def transcode_jpegs(pike, jpegs, root, log, options):
            im.save(fspath(opt_jpg),
                    optimize=True,
                    quality=options.jpeg_quality)
-        # pylint: disable=E1101
+        # pylint: disable=no-member
        if opt_jpg.stat().st_size > in_jpg.stat().st_size:
-            log.debug("xref {}, jpeg, made larger - skip".format(xref))
+            log.debug("xref %s, jpeg, made larger - skip", xref)
            continue

        compdata = leptonica.CompressedData.open(opt_jpg)
@@ -326,21 +411,26 @@ def optimize(
    if options.png_quality == 0:
        options.png_quality = \
                DEFAULT_PNG_QUALITY if options.optimize < 3 else 30
+    if options.jbig2_page_group_size == 0:
+        options.jbig2_page_group_size = \
+                10 if options.jbig2_lossy else 1

    pike = pikepdf.Pdf.open(input_file)

    root = Path(output_file).parent / 'images'
-    root.mkdir(exist_ok=True)  # pylint: disable=E1101
-    jbig2_groups, jpegs, pngs = extract_images(
-        pike, root, log, options)
+    root.mkdir(exist_ok=True)  # pylint: disable=no-member

-    convert_to_jbig2(pike, jbig2_groups, root, log, options)
+    jpegs, pngs = extract_images_generic(pike, root, log, options)
    transcode_jpegs(pike, jpegs, root, log, options)
    transcode_pngs(pike, pngs, root, log, options)

-    # Not object_stream_mode + preserve_pdfa generates noncompliant PDFs
+    jbig2_groups = extract_images_jbig2(pike, root, log, options)
+    convert_to_jbig2(pike, jbig2_groups, root, log, options)
+
    target_file = Path(output_file).with_suffix('.opt.pdf')
-    pike.save(target_file, preserve_pdfa=True)
+    pike.remove_unreferenced_resources()
+    pike.save(target_file, preserve_pdfa=True,
+              object_stream_mode=pikepdf.ObjectStreamMode.generate)

    input_size = Path(input_file).stat().st_size
    output_size = Path(target_file).stat().st_size
@@ -363,11 +453,14 @@ def main(infile, outfile, level, jobs=1):
    class OptimizeOptions:
        """Emulate ocrmypdf's options"""

-        def __init__(self, jobs, optimize, jpeg_quality, png_quality):
+        def __init__(
+                self, jobs, optimize, jpeg_quality, png_quality, jb2lossy):
            self.jobs = jobs
            self.optimize = optimize
            self.jpeg_quality = jpeg_quality
            self.png_quality = png_quality
+            self.jbig2_page_group_size = 0
+            self.jbig2_lossy = jb2lossy

    logging.basicConfig(level=logging.DEBUG)
    log = logging.getLogger()
@@ -377,7 +470,8 @@ def main(infile, outfile, level, jobs=1):
        jobs=jobs,
        optimize=int(level),
        jpeg_quality=0,  # Use default
-        png_quality=0
+        png_quality=0,
+        jb2lossy=False
    )
    ctx.set_options(options)

@@ -34,7 +34,6 @@ Ghostscript's handling of pdfmark.
 from binascii import hexlify
 from datetime import datetime
 from pathlib import Path
-from shutil import copyfile
 from string import Template
 import pkg_resources
 import os
@@ -42,7 +41,6 @@ import os
 from libxmp.utils import file_to_dict
 from libxmp import consts

-from ocrmypdf.helpers import fspath

 ICC_PROFILE_RELPATH = 'data/sRGB.icc'

@@ -23,14 +23,16 @@ from math import hypot, isclose
 from pathlib import Path
 from unittest.mock import Mock
 import re
-import xml.etree.ElementTree as ET
-
-from .exec import ghostscript
-from .helpers import fspath

 from pikepdf import PdfMatrix
 import pikepdf

+from . import ghosttext
+from .layout import get_page_analysis, get_text_boxes
+
+from ..helpers import fspath
+
+
 Colorspace = Enum('Colorspace',
                  'gray rgb cmyk lab icc index sep devn pattern jpeg2000')

@@ -38,17 +40,6 @@ Encoding = Enum('Encoding',
                'ccitt jpeg jpeg2000 jbig2 asciihex ascii85 lzw flate ' + \
                'runlength')

-# Forgive me for I have sinned
-# I am using regular expressions to parse XML. However the XML in this case,
-# generated by Ghostscript, is self-consistent enough to be parseable.
-regex_remove_char_tags = re.compile(br"""
-    <char\b
-    (?:   [^>]   # anything single character but >
-        | \">\"  # special case: trap ">"
-    )*
-    />           # terminate with '/>'
-""", re.VERBOSE)
-
 FRIENDLY_COLORSPACE = {
    '/DeviceGray': Colorspace.gray,
    '/CalGray': Colorspace.gray,
@@ -104,23 +95,30 @@ InlineSettings = namedtuple('InlineSettings',
    ['iimage', 'shorthand', 'stack_depth'])

 ContentsInfo = namedtuple('ContentsInfo',
-    ['xobject_settings', 'inline_images', 'found_text'])
+    ['xobject_settings', 'inline_images', 'found_vector'])
+
+TextboxInfo = namedtuple('TextboxInfo',
+    ['bbox', 'is_visible', 'is_corrupt'])


+class VectorInfo:
+    def __init__(self):
+        pass

-def _normalize_stack(operations):
-    """Convert runs of qQ's in the stack into single operations"""
-    for operands, command in operations:
-        command = str(command)
-        if re.match(r'Q*q+$', command):   # Zero or more Q, one or more q
-            for char in command:          # Split into individual
-                yield ([], char)          # Yield individual
+
+def _normalize_stack(graphobjs):
+    """Convert runs of qQ's in the stack into single graphobjs"""
+    for operands, operator in graphobjs:
+        operator = str(operator)
+        if re.match(r'Q*q+$', operator):   # Zero or more Q, one or more q
+            for char in operator:          # Split into individual
+                yield ([], char)           # Yield individual
        else:
-            yield (operands, command)
+            yield (operands, operator)


 def _interpret_contents(contentstream, initial_shorthand=UNIT_SQUARE):
-    """Interpret the PDF content stream
+    """Interpret the PDF content stream.

    The stack represents the state of the PDF graphics stack.  We are only
    interested in the current transformation matrix (CTM) so we only track
@@ -137,54 +135,53 @@ def _interpret_contents(contentstream, initial_shorthand=UNIT_SQUARE):
    page.

    PDF units suit our needs so we initialize ctm to the identity matrix.
-
    """

    stack = []
    ctm = PdfMatrix(initial_shorthand)
    xobject_settings = []
    inline_images = []
-    found_text = False
-    text_operators = set(['Tj', 'TJ', '"', "'"])
-    operator_whitelist = """q Q Do cm TJ Tj " ' BI ID EI"""
+    found_vector = False
+    vector_ops = set('S s f F f* B B* b b*'.split())
+    image_ops = set('BI ID EI q Q Do cm'.split())
+    operator_whitelist = ' '.join(vector_ops | image_ops)

-    for n, op in enumerate(_normalize_stack(
+    for n, graphobj in enumerate(_normalize_stack(
            pikepdf.parse_content_stream(contentstream, operator_whitelist))):
-        operands, command = op
+        operands, operator = graphobj

-        if command == 'q':
+        if operator == 'q':
            stack.append(ctm)
            if len(stack) > 32:
                raise RuntimeError(
-                    "PDF graphics stack overflow, command %i" % n)
-        elif command == 'Q':
+                    "PDF graphics stack overflow, operator %i" % n)
+        elif operator == 'Q':
            try:
                ctm = stack.pop()
            except IndexError:
                raise RuntimeError(
-                    "PDF graphics stack underflow, command %i" % n)
-        elif command == 'cm':
+                    "PDF graphics stack underflow, operator %i" % n)
+        elif operator == 'cm':
            ctm = PdfMatrix(operands) @ ctm
-        elif command == 'Do':
+        elif operator == 'Do':
            image_name = operands[0]
            settings = XobjectSettings(
                name=image_name, shorthand=ctm.shorthand,
                stack_depth=len(stack))
            xobject_settings.append(settings)
-        elif command == 'INLINE IMAGE':
+        elif operator == 'INLINE IMAGE':   # BI/ID/EI are grouped into this
            iimage = operands[0]
            inline = InlineSettings(
                iimage=iimage, shorthand=ctm.shorthand,
                stack_depth=len(stack))
            inline_images.append(inline)
-        elif command in text_operators:
-            found_text = True
-
+        elif operator in vector_ops:
+            found_vector = True

    return ContentsInfo(
        xobject_settings=xobject_settings,
        inline_images=inline_images,
-        found_text=found_text)
+        found_vector=found_vector)


 def _get_dpi(ctm_shorthand, image_size):
@@ -388,7 +385,6 @@ def _find_regular_images(container, contentsinfo):
    that contains images.

    Generates images with their DPI at time of drawing.
-
    """

    for pdfimage, xobj in _image_xobjects(container):
@@ -438,11 +434,11 @@ def _find_form_xobject_images(pdf, container, contentsinfo):
            # but in practice both Form XObjects and multiple drawing of the
            # same object are both very rare.
            ctm_shorthand = settings.shorthand
-            yield from _find_images(
+            yield from _process_content_streams(
                pdf=pdf, container=form_xobject, shorthand=ctm_shorthand)


-def _find_images(*, pdf, container, shorthand=None):
+def _process_content_streams(*, pdf, container, shorthand=None):
    """Find all individual instances of images drawn in the container

    Usually the container is a page, but it may also be a Form XObject.
@@ -451,7 +447,7 @@ def _find_images(*, pdf, container, shorthand=None):
    in an XObject.

    Form XObjects may include inline images, XObject images,
-    and recursively, other Form XObjects; and also vector drawing commands.
+    and recursively, other Form XObjects; and also vector graphic objects.

    Every instance of an image being drawn somewhere is flattened and
    treated as a unique image, since if the same image is drawn multiple times
@@ -483,48 +479,13 @@ def _find_images(*, pdf, container, shorthand=None):

    contentsinfo = _interpret_contents(container, initial_shorthand)

+    if contentsinfo.found_vector:
+        yield VectorInfo()
    yield from _find_inline_images(contentsinfo)
    yield from _find_regular_images(container, contentsinfo)
    yield from _find_form_xobject_images(pdf, container, contentsinfo)


-def _page_get_textblocks(infile, pageno, xmltext):
-    """Smarter text detection"""
-
-    root = xmltext
-    if not hasattr(xmltext, 'findall'):
-        return []
-
-    def blocks():
-        for span in root.findall('.//span'):
-            bbox_str = span.attrib['bbox']
-            font_size = span.attrib['size']
-            pts = [int(pt) for pt in bbox_str.split()]
-            pts[1] = pts[1] - int(float(font_size) + 0.5)
-            bbox = tuple(pts)
-            yield bbox
-
-    def joined_blocks():
-        prev = None
-        for bbox in blocks():
-            if prev is None:
-                prev = bbox
-            if bbox[1] == prev[1] and bbox[3] == prev[3]:
-                gap = prev[2] - bbox[0]
-                height = bbox[3] - bbox[1]
-                if gap < height:
-                    # Join boxes
-                    prev = (prev[0], prev[1], bbox[2], bbox[3])
-                    continue
-            # yield previously joined bboxes and start anew
-            yield prev
-            prev = bbox
-        if prev is not None:
-            yield prev
-
-    return [block for block in joined_blocks()]
-
-
 def _page_has_text(text_blocks, page_width, page_height):
    """Smarter text detection that ignores text in margins"""

@@ -532,18 +493,19 @@ def _page_has_text(text_blocks, page_width, page_height):

    margin_ratio = 0.125
    interior_bbox = (
-        margin_ratio * pw, margin_ratio * ph,
-        (1 - margin_ratio) * pw, (1 - margin_ratio) * ph
+        margin_ratio * pw,  # left
+        (1 - margin_ratio) * ph, # top
+        (1 - margin_ratio) * pw, # right
+        margin_ratio * ph  # bottom  (first quadrant: bottom < top)
    )

    def rects_intersect(a, b):
        """
        Where (a,b) are 4-tuple rects (left-0, top-1, right-2, bottom-3)
        https://stackoverflow.com/questions/306316/determine-if-two-rectangles-overlap-each-other
-        Negative signs to account for our coordinates being in the fourth quadrant
-        and the formula assuming the first
+        Formula assumes all boxes are in first quadrant
        """
-        return a[0] < b[2] and a[2] > b[0] and -a[1] > -b[3] and -a[3] < -b[1]
+        return a[0] < b[2] and a[2] > b[0] and a[1] > b[3] and a[3] < b[1]

    has_text = False
    for bbox in text_blocks:
@@ -553,22 +515,43 @@ def _page_has_text(text_blocks, page_width, page_height):
    return has_text


+def simplify_textboxes(miner):
+    """Extract only limited content from text boxes
+
+    We do this to save memory and ensure that our objects are pickleable.
+    """
+    for box in get_text_boxes(miner):
+        first_line = box._objs[0]
+        first_char = first_line._objs[0]
+
+        visible = (first_char.rendermode != 3)
+        corrupt = (first_char.get_text() == '\ufffd')
+        yield TextboxInfo(box.bbox, visible, corrupt)
+
+
 def _pdf_get_pageinfo(pdf, pageno: int, infile, xmltext):
    pageinfo = {}
    pageinfo['pageno'] = pageno
    pageinfo['images'] = []

    page = pdf.pages[pageno]
-
-    pageinfo['textinfo'] = _page_get_textblocks(
-        fspath(infile), pageno, xmltext=xmltext)
-
    mediabox = [Decimal(d) for d in page.MediaBox.as_list()]
    width_pt = mediabox[2] - mediabox[0]
    height_pt = mediabox[3] - mediabox[1]

+    if xmltext:
+        bboxes = ghosttext.page_get_textblocks(
+            fspath(infile), pageno, xmltext=xmltext, height=height_pt)
+        pageinfo['bboxes'] = bboxes
+    else:
+        pscript5_mode = str(pdf.metadata.get('/Creator')).startswith('PScript5')
+        miner = get_page_analysis(infile, pageno, pscript5_mode)
+        pageinfo['textboxes'] = list(simplify_textboxes(miner))
+        bboxes = (box.bbox for box in pageinfo['textboxes'])
+
    pageinfo['has_text'] = _page_has_text(
-        pageinfo['textinfo'], width_pt, height_pt)
+        bboxes, width_pt, height_pt
+    )

    userunit = page.get('/UserUnit', Decimal(1.0))
    if not isinstance(userunit, Decimal):
@@ -583,9 +566,16 @@ def _pdf_get_pageinfo(pdf, pageno: int, infile, xmltext):
        pageinfo['rotate'] = 0

    userunit_shorthand = (userunit, 0, 0, userunit, 0, 0)
-    pageinfo['images'] = [im for im in
-                          _find_images(pdf=pdf, container=page,
-                                       shorthand=userunit_shorthand)]
+    contentsinfo = [ci for ci in
+                    _process_content_streams(pdf=pdf, container=page,
+                                             shorthand=userunit_shorthand)]
+
+    pageinfo['has_vector'] = False
+    if any(isinstance(ci, VectorInfo) for ci in contentsinfo):
+        pageinfo['has_vector'] = True
+
+    pageinfo['images'] = [im for im in contentsinfo
+                          if isinstance(im, ImageInfo)]
    if pageinfo['images']:
        xres = Decimal(max(image.xres for image in pageinfo['images']))
        yres = Decimal(max(image.yres for image in pageinfo['images']))
@@ -598,37 +588,20 @@ def _pdf_get_pageinfo(pdf, pageno: int, infile, xmltext):
    return pageinfo


-def _pdf_get_all_pageinfo(infile, log=None):
+def _pdf_get_all_pageinfo(infile, detailed_page_analysis, log=None):
    if not log:
        log = Mock()

    pdf = pikepdf.open(infile)
-
-    existing_text = ghostscript.extract_text(infile, pageno=None)
-    existing_text = regex_remove_char_tags.sub(b' ', existing_text)
-
-    try:
-        root = ET.fromstringlist([
-            b'<document>\n', existing_text, b'</document>\n'
-        ])
-        page_xml = root.findall('page')
-    except ET.ParseError as e:
-        log.error(
-            "An error occurred while attempting to retrieve existing text in "
-            "the input file. Will attempt to continue assuming that there is "
-            "no existing text in the file. The error was:")
-        log.error(e)
-        page_xml = [None] * len(pdf.pages)
-
-    page_count_difference = len(pdf.pages) - len(page_xml)
-    if page_count_difference != 0:
-        log.error("The number of pages in the input file is inconsistent.")
-        if page_count_difference > 0:
-            page_xml.extend([None] * page_count_difference)
+    if not detailed_page_analysis:
+        pages_xml = None
+    else:
+        pages_xml = ghosttext.extract_text_xml(infile, pdf, pageno=None, log=log)

    pages = []
    for n in range(len(pdf.pages)):
-        page = PageInfo(pdf, n, infile, page_xml[n])
+        page_xml = pages_xml[n] if pages_xml else None
+        page = PageInfo(pdf, n, infile, page_xml)
        pages.append(page)

    return pages, pdf
@@ -648,6 +621,14 @@ class PageInfo:
    def has_text(self):
        return self._pageinfo['has_text']

+    @property
+    def has_corrupt_text(self):
+        return any(tbox.is_corrupt for tbox in self._pageinfo['textboxes'])
+
+    @property
+    def has_vector(self):
+        return self._pageinfo['has_vector']
+
    @property
    def width_inches(self):
        return self._pageinfo['width_inches']
@@ -679,8 +660,26 @@ class PageInfo:
    def images(self):
        return self._pageinfo['images']

-    def get_textareas(self):
-        yield from self._pageinfo['textinfo']
+    def get_textareas(self, visible=None, corrupt=None):
+        def predicate(obj, want_visible, want_corrupt):
+            result = True
+            if want_visible is not None:
+                if obj.is_visible != want_visible:
+                    result = False
+            if want_corrupt is not None:
+                if obj.is_corrupt != want_corrupt:
+                    result = False
+            return result
+
+        if 'textboxes' not in self._pageinfo:
+            if visible is not None and corrupt is not None:
+                raise NotImplementedError(
+                    'Ghostscript textboxes cannot be classified')
+            return self._pageinfo['bboxes']
+
+        return (obj.bbox for obj in self._pageinfo['textboxes']
+                if predicate(obj, visible, corrupt))
+

    @property
    def xres(self):
@@ -712,13 +711,14 @@ class PageInfo:


 class PdfInfo:
-    """Get summary information about a PDF
+    """Get summary information about a PDF"""

-    """
-    def __init__(self, infile, log=None):
+    def __init__(self, infile, detailed_page_analysis=False, log=None):
        self._infile = infile
-        self._pages, pdf = _pdf_get_all_pageinfo(infile, log=log)
+        self._pages, pdf = _pdf_get_all_pageinfo(
+            infile, detailed_page_analysis, log=log)
        self._needs_rendering = pdf.root.get('/NeedsRendering', False)
+        self._has_acroform = '/AcroForm' in pdf.root

    @property
    def pages(self):
@@ -733,6 +733,10 @@ class PdfInfo:
    def has_userunit(self):
        return any(page.userunit != 1.0 for page in self.pages)

+    @property
+    def has_acroform(self):
+        return self._has_acroform
+
    @property
    def filename(self):
        if not isinstance(self._infile, (str, Path)):
@@ -0,0 +1,96 @@
+# © 2018 James R. Barlow: github.com/jbarlow83
+#
+# This file is part of OCRmyPDF.
+#
+# OCRmyPDF is free software: you can redistribute it and/or modify
+# it under the terms of the GNU General Public License as published by
+# the Free Software Foundation, either version 3 of the License, or
+# (at your option) any later version.
+#
+# OCRmyPDF is distributed in the hope that it will be useful,
+# but WITHOUT ANY WARRANTY; without even the implied warranty of
+# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+# GNU General Public License for more details.
+#
+# You should have received a copy of the GNU General Public License
+# along with OCRmyPDF.  If not, see <http://www.gnu.org/licenses/>.
+
+import re
+import xml.etree.ElementTree as ET
+
+from ..exec import ghostscript
+
+# Forgive me for I have sinned
+# I am using regular expressions to parse XML. However the XML in this case,
+# generated by Ghostscript, is self-consistent enough to be parseable.
+regex_remove_char_tags = re.compile(br"""
+    <char\b
+    (?:   [^>]   # anything single character but >
+        | \">\"  # special case: trap ">"
+    )*
+    />           # terminate with '/>'
+""", re.VERBOSE)
+
+
+def page_get_textblocks(infile, pageno, xmltext, height):
+    """Get text boxes out of Ghostscript txtwrite xml"""
+
+    root = xmltext
+    if not hasattr(xmltext, 'findall'):
+        return []
+
+    def blocks():
+        for span in root.findall('.//span'):
+            bbox_str = span.attrib['bbox']
+            font_size = span.attrib['size']
+            pts = [int(pt) for pt in bbox_str.split()]
+            pts[1] = pts[1] - int(float(font_size) + 0.5)
+            bbox_topdown = tuple(pts)
+            bb = bbox_topdown
+            bbox_bottomup = (bb[0], height - bb[3], bb[2], height - bb[1])
+            yield bbox_bottomup
+
+    def joined_blocks():
+        prev = None
+        for bbox in blocks():
+            if prev is None:
+                prev = bbox
+            if bbox[1] == prev[1] and bbox[3] == prev[3]:
+                gap = prev[2] - bbox[0]
+                height = abs(bbox[3] - bbox[1])
+                if gap < height:
+                    # Join boxes
+                    prev = (prev[0], prev[1], bbox[2], bbox[3])
+                    continue
+            # yield previously joined bboxes and start anew
+            yield prev
+            prev = bbox
+        if prev is not None:
+            yield prev
+
+    return [block for block in joined_blocks()]
+
+
+def extract_text_xml(infile, pdf, pageno=None, log=None):
+    existing_text = ghostscript.extract_text(infile, pageno=None)
+    existing_text = regex_remove_char_tags.sub(b' ', existing_text)
+
+    try:
+        root = ET.fromstringlist([
+            b'<document>\n', existing_text, b'</document>\n'
+        ])
+        page_xml = root.findall('page')
+    except ET.ParseError as e:
+        log.error(
+            "An error occurred while attempting to retrieve existing text in "
+            "the input file. Will attempt to continue assuming that there is "
+            "no existing text in the file. The error was:")
+        log.error(e)
+        page_xml = [None] * len(pdf.pages)
+
+    page_count_difference = len(pdf.pages) - len(page_xml)
+    if page_count_difference != 0:
+        log.error("The number of pages in the input file is inconsistent.")
+        if page_count_difference > 0:
+            page_xml.extend([None] * page_count_difference)
+    return page_xml
@@ -0,0 +1,220 @@
+# © 2018 James R. Barlow: github.com/jbarlow83
+#
+# This file is part of OCRmyPDF.
+#
+# OCRmyPDF is free software: you can redistribute it and/or modify
+# it under the terms of the GNU General Public License as published by
+# the Free Software Foundation, either version 3 of the License, or
+# (at your option) any later version.
+#
+# OCRmyPDF is distributed in the hope that it will be useful,
+# but WITHOUT ANY WARRANTY; without even the implied warranty of
+# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+# GNU General Public License for more details.
+#
+# You should have received a copy of the GNU General Public License
+# along with OCRmyPDF.  If not, see <http://www.gnu.org/licenses/>.
+
+import re
+from math import copysign
+from pathlib import Path
+from unittest.mock import patch
+
+import pdfminer.encodingdb
+import pdfminer.pdfdevice
+import pdfminer.pdfinterp
+from pdfminer.converter import PDFLayoutAnalyzer
+from pdfminer.glyphlist import glyphname2unicode
+from pdfminer.layout import (LAParams, LTChar, LTContainer, LTLayoutContainer,
+                             LTPage, LTTextBox, LTTextLine)
+from pdfminer.pdfdocument import PDFTextExtractionNotAllowed
+from pdfminer.pdffont import (PDFCIDFont, PDFFont, PDFType3Font,
+                              PDFUnicodeNotDefined)
+from pdfminer.pdfpage import PDFPage
+from pdfminer.utils import bbox2str, fsplit, matrix2str
+
+from ..exceptions import EncryptedPdfError
+
+STRIP_NAME = re.compile(r'[0-9]+')
+
+#
+# Unconditional pdfminer patches
+#
+
+def name2unicode(name):
+    """Fix pdfminer's regex in name2unicode function
+
+    Font cids that are mapped to names of the form /g123 seem to be, by convention
+    characters with no corresponding Unicode entry. These can be subsetted fonts
+    or symbolic fonts. There seems to be no way to map /g123 fonts to Unicode,
+    barring a ToUnicode data structure.
+    """
+    if name in glyphname2unicode:
+        return glyphname2unicode[name]
+    if name.startswith('g'):
+        raise KeyError(name)
+    m = STRIP_NAME.search(name)
+    if not m:
+        raise KeyError(name)
+    return chr(int(m.group(0)))
+pdfminer.encodingdb.name2unicode = name2unicode
+
+original_PDFFont_init = PDFFont.__init__
+def PDFFont__init__(self, descriptor, widths, default_width=None):
+    original_PDFFont_init(self, descriptor, widths, default_width)
+    # PDF spec says descent should be negative
+    # A font with a positive descent implies it floats entirely above the
+    # baseline, i.e. it's not really a baseline anymore. I have fonts that
+    # claim a positive descent, but treating descent as positive always seems
+    # to misposition text.
+    if self.descent > 0:
+        self.descent = -self.descent
+PDFFont.__init__ = PDFFont__init__
+
+#
+# pdfminer patches when creator is PScript5.dll
+#
+
+def PDFType3Font__PScript5_get_height(self):
+    h = self.bbox[3]-self.bbox[1]
+    if h == 0:
+        h = self.ascent - self.descent
+    return h * copysign(1.0, self.vscale)
+
+def PDFType3Font__PScript5_get_descent(self):
+    return self.descent * copysign(1.0, self.vscale)
+
+def PDFType3Font__PScript5_get_ascent(self):
+    return self.ascent * copysign(1.0, self.vscale)
+
+
+class LTStateAwareChar(LTChar):
+    """A subclass of LTChar that tracks text render mode at time of drawing"""
+
+    __slots__ = (
+        'rendermode', '_text', 'matrix', 'fontname', 'adv', 'upright', 'size',
+        'width', 'height', 'bbox', 'x0', 'x1', 'y0', 'y1'
+    )
+
+    def __init__(self, matrix, font, fontsize, scaling, rise, text, textwidth,
+                 textdisp, textstate, *args):
+        super().__init__(matrix, font, fontsize, scaling, rise, text, textwidth,
+                         textdisp, *args)
+        self.rendermode = textstate.render
+
+    def is_compatible(self, obj):
+        """Check if characters can be combined into a textline
+
+        We consider characters compatible if:
+            - the Unicode mapping is known, and both have the same render mode
+            - the Unicode mapping is unknown but both are part of the same font
+        """
+        both_unicode_mapped = (isinstance(self._text, str) and
+                               isinstance(obj._text, str))
+        try:
+            if both_unicode_mapped:
+                return self.rendermode == obj.rendermode
+            font0, _ = self._text
+            font1, _ = obj._text
+            return font0 == font1 and self.rendermode == obj.rendermode
+        except (ValueError, AttributeError):
+            return False
+
+    def get_text(self):
+        if isinstance(self._text, tuple):
+            return '�'
+        return self._text
+
+    def __repr__(self):
+        return ('<%s %s matrix=%s rendermode=%r font=%r adv=%s text=%r>' %
+                (self.__class__.__name__, bbox2str(self.bbox),
+                 matrix2str(self.matrix), self.rendermode, self.fontname, self.adv,
+                 self.get_text()))
+
+
+class TextPositionTracker(PDFLayoutAnalyzer):
+    """A page layout analyzer that pays attention to text visibility"""
+
+    def __init__(self, rsrcmgr, pageno=1, laparams=None):
+        super().__init__(rsrcmgr, pageno, laparams)
+        self.textstate = None
+        self.result = None
+
+    def begin_page(self, page, ctm):
+        super().begin_page(page, ctm)
+        self.cur_item = LTPage(self.pageno, page.mediabox)
+
+    def end_page(self, page):
+        assert not self._stack, str(len(self._stack))
+        assert isinstance(self.cur_item, LTPage), str(type(self.cur_item))
+        if self.laparams is not None:
+            self.cur_item.analyze(self.laparams)
+        self.pageno += 1
+        self.receive_layout(self.cur_item)
+
+    def render_string(self, textstate, seq, *args):
+        self.textstate = textstate.copy()
+        super().render_string(self.textstate, seq, *args)
+
+    def render_char(self, matrix, font, fontsize, scaling, rise, cid, *args):
+        try:
+            text = font.to_unichr(cid)
+            assert isinstance(text, str), str(type(text))
+        except PDFUnicodeNotDefined:
+            text = self.handle_undefined_char(font, cid)
+        textwidth = font.char_width(cid)
+        textdisp = font.char_disp(cid)
+        item = LTStateAwareChar(
+                matrix, font, fontsize, scaling, rise, text,
+                textwidth, textdisp, self.textstate, *args)
+        self.cur_item.add(item)
+        return item.adv
+
+    def handle_undefined_char(self, font, cid):
+        #log.info('undefined: %r, %r', font, cid)
+        return (font.fontname, cid)
+
+    def receive_layout(self, ltpage):
+        self.result = ltpage
+
+    def get_result(self):
+        return self.result
+
+
+def get_page_analysis(infile, pageno, pscript5_mode):
+    rman = pdfminer.pdfinterp.PDFResourceManager(caching=True)
+    dev = TextPositionTracker(rman, laparams=LAParams())
+    interp = pdfminer.pdfinterp.PDFPageInterpreter(rman, dev)
+
+    if pscript5_mode:
+        patcher = patch.multiple(
+            'pdfminer.pdffont.PDFType3Font',
+            spec=True,
+            get_ascent=PDFType3Font__PScript5_get_ascent,
+            get_descent=PDFType3Font__PScript5_get_descent,
+            get_height=PDFType3Font__PScript5_get_height
+        )
+        patcher.start()
+
+    with Path(infile).open('rb') as f:
+        page = PDFPage.get_pages(f, pagenos=[pageno], maxpages=0)
+        try:
+            interp.process_page(next(page))
+        except PDFTextExtractionNotAllowed as e:
+            raise EncryptedPdfError()
+        finally:
+            if pscript5_mode:
+                patcher.stop()
+
+    return dev.get_result()
+
+
+def get_text_boxes(obj):
+    for child in obj:
+        if isinstance(child, (LTTextBox)):
+            yield child
+        else:
+            try:
+                yield from get_text_boxes(child)
+            except TypeError:
+                continue
@@ -18,13 +18,18 @@
 import sys
 import os
 import platform
-
-pytest_plugins = ['helpers_namespace']
-
-import pytest
 from pathlib import Path
 from subprocess import Popen, PIPE

+pytest_plugins = ['helpers_namespace']
+import pytest
+
+try:
+    from pytest_cov.embed import cleanup_on_sigterm
+except ImportError:
+    pass
+else:
+    cleanup_on_sigterm()

 # pylint: disable=E1101
 # pytest.helpers is dynamic so it confuses pylint
@@ -134,7 +139,8 @@ def check_ocrmypdf(input_file, output_file, *args, env=None):
    "Run ocrmypdf and confirmed that a valid file was created"

    p, out, err = run_ocrmypdf(input_file, output_file, *args, env=env)
-    print(err)  # ensure py.test collects the output, use -s to view
+    # ensure py.test collects the output, use -s to view
+    print(err, file=sys.stderr)
    assert p.returncode == 0
    assert os.path.exists(str(output_file)), "Output file not created"
    assert os.stat(str(output_file)).st_size > 100, "PDF too small or empty"
@@ -18,9 +18,14 @@

 import os
 import shutil
-import pytest
 import sys
+from pickle import dumps, loads
+
+import pytest
+from PIL import Image, ImageChops
+
 import ocrmypdf.leptonica as lept
+from ocrmypdf.helpers import fspath


 def test_colormap_backgroundnorm(resources):
@@ -28,3 +33,59 @@ def test_colormap_backgroundnorm(resources):
    # can handle that case
    pix = lept.Pix.open(resources / 'baiona_colormapped.png')
    pix.background_norm()
+
+
+@pytest.fixture
+def crom_pix(resources):
+    pix = lept.Pix.open(resources / 'crom.png')
+    im = Image.open(resources / 'crom.png')
+    return pix, im
+
+
+def test_pix_basic(crom_pix):
+    pix, im = crom_pix
+
+    assert pix.width == im.width
+    assert pix.height == im.height
+    assert pix.mode == im.mode
+
+
+def test_pil_conversion(crom_pix):
+    pix, im = crom_pix
+
+    # Check for pixel perfect
+    assert ImageChops.difference(pix.topil(), im).getbbox() is None
+
+
+def test_pix_otsu(crom_pix):
+    pix, _ = crom_pix
+    im1bpp = pix.otsu_adaptive_threshold()
+    assert im1bpp.mode == '1'
+
+
+def test_crop(resources):
+    pix = lept.Pix.open(resources / 'linn.png')
+    foreground = pix.crop_to_foreground()
+    assert foreground.width < pix.width
+
+
+def test_clean_bg(resources):
+    pix = lept.Pix.open(resources / 'congress.jpg')
+    imbg = pix.clean_background_to_white()
+
+
+def test_pickle(crom_pix):
+    pix, _ = crom_pix
+    pickled = dumps(pix)
+    pix2 = loads(pickled)
+    assert pix.mode == pix2.mode
+
+
+def test_leptonica_compile(tmpdir):
+    from ocrmypdf.lib.compile_leptonica import ffibuilder
+
+    # Compile the library but build it somewhere that won't interfere with
+    # existing compiled library. Also compile in API mode so that we test
+    # the interfaces, even though we use it ABI mode.
+    ffibuilder.compile(tmpdir=fspath(tmpdir),
+                       target=fspath(tmpdir / 'lepttest.*'))
@@ -28,7 +28,7 @@ import PIL
 import pytest

 from ocrmypdf.pdfinfo import PdfInfo, Colorspace, Encoding
-from ocrmypdf.exceptions import ExitCode
+from ocrmypdf.exceptions import ExitCode, MissingDependencyError
 from ocrmypdf.exec import ghostscript, qpdf, tesseract
 from ocrmypdf.pdfa import file_claims_pdfa
 from ocrmypdf.leptonica import Pix
@@ -190,11 +190,22 @@ def test_force_ocr(spoof_tesseract_cache, resources, outpdf):

 def test_skip_ocr(spoof_tesseract_cache, resources, outpdf):
    out = check_ocrmypdf(resources / 'graph_ocred.pdf', outpdf, '-s',
-                   env=spoof_tesseract_cache)
+                         env=spoof_tesseract_cache)
    pdfinfo = PdfInfo(out)
    assert pdfinfo[0].has_text


+def test_redo_ocr(spoof_tesseract_cache, resources, outpdf):
+    in_ = resources / 'graph_ocred.pdf'
+    before = PdfInfo(in_, detailed_page_analysis=True)
+    out = check_ocrmypdf(in_, outpdf, '--redo-ocr',
+                         env=spoof_tesseract_cache)
+    after = PdfInfo(out, detailed_page_analysis=True)
+    assert before[0].has_text and after[0].has_text
+    assert before[0].get_textareas() != after[0].get_textareas(), \
+        "Expected text to be different after re-OCR"
+
+
 def test_argsfile(spoof_tesseract_noop, resources, outdir):
    path_argsfile = outdir / 'test_argsfile.txt'
    with open(str(path_argsfile), 'w') as argsfile:
@@ -208,7 +219,7 @@ def test_argsfile(spoof_tesseract_noop, resources, outdir):
@pytest.mark.parametrize('renderer', RENDERERS)
 def test_ocr_timeout(renderer, resources, outpdf):
    out = check_ocrmypdf(resources / 'skew.pdf', outpdf,
-                         '--tesseract-timeout', '0.01',
+                         '--tesseract-timeout', '0',
                         '--pdf-renderer', renderer)
    pdfinfo = PdfInfo(out)
    assert not pdfinfo[0].has_text
@@ -377,7 +388,7 @@ def test_tesseract_image_too_big(renderer, spoof_tesseract_big_image_error,
 def test_algo4(resources, spoof_tesseract_noop, outpdf):
    p, _, _ = run_ocrmypdf(resources / 'encrypted_algo4.pdf', outpdf,
        env=spoof_tesseract_noop)
-    assert p.returncode == ExitCode.ok
+    assert p.returncode == ExitCode.encrypted_pdf


@pytest.mark.parametrize('renderer', RENDERERS)
@@ -595,7 +606,7 @@ THIS FILE IS INVALID
        resources / 'ccitt.pdf', outdir / 'out.pdf',
        '--pdf-renderer', renderer,
        '--tesseract-config', cfg_file)
-    assert "parameter not found" in err, "No error message"
+    assert "parameter not found" in err.lower(), "No error message"
    assert p.returncode == ExitCode.invalid_config


@@ -934,3 +945,16 @@ def test_livecycle(resources, no_outpdf):
    )

    assert p.returncode == ExitCode.input_file, err
+
+
+def test_version_check():
+    from ocrmypdf.exec import get_version
+
+    with pytest.raises(MissingDependencyError):
+        get_version('NOT_FOUND_UNLIKELY_ON_PATH')
+
+    with pytest.raises(MissingDependencyError):
+        get_version('sh', version_arg='-c')
+
+    with pytest.raises(MissingDependencyError):
+        get_version('echo')
@@ -22,9 +22,11 @@ import logging

 from PIL import Image

+import pikepdf
+
 from ocrmypdf import optimize as opt
 from ocrmypdf.exec.ghostscript import rasterize_pdf
-from ocrmypdf.exec import jbig2enc
+from ocrmypdf.exec import jbig2enc, pngquant
 from ocrmypdf.helpers import fspath


@@ -53,10 +55,53 @@ def test_mono_not_inverted(resources, outdir):
    assert im.getpixel((0, 0)) == 255, "Expected white background"


-@pytest.mark.skipif(not jbig2enc.available(), reason='need jbig2enc')
 def test_jpg_png_params(resources, outpdf, spoof_tesseract_noop):
    check_ocrmypdf(
        resources / 'crom.png', outpdf, '--image-dpi', '200',
-        '--optimize', '2', '--jpg-quality', '50', '--png-quality', '20',
+        '--optimize', '3', '--jpg-quality', '50', '--png-quality', '20',
        env=spoof_tesseract_noop
    )
+
+
+@pytest.mark.skipif(not jbig2enc.available(), reason='need jbig2enc')
+@pytest.mark.parametrize('lossy', [False, True])
+def test_jbig2_lossy(lossy, resources, outpdf, spoof_tesseract_noop):
+    args = [
+        resources / 'ccitt.pdf', outpdf, '--image-dpi', '200',
+        '--optimize', 3, '--jpg-quality', '50', '--png-quality', '20'
+    ]
+    if lossy:
+        args.append('--jbig2-lossy')
+
+    check_ocrmypdf(*args, env=spoof_tesseract_noop)
+
+    pdf = pikepdf.open(outpdf)
+    pim = pikepdf.PdfImage(next(iter(pdf.pages[0].images.values())))
+    assert pim.filters[0] == '/JBIG2Decode'
+
+    if lossy:
+        assert '/JBIG2Globals' in pim.decode_parms[0]
+    else:
+        assert len(pim.decode_parms) == 0
+
+
+@pytest.mark.skipif(not jbig2enc.available() or not pngquant.available(),
+                    reason='need jbig2enc and pngquant')
+def test_flate_to_jbig2(resources, outdir, spoof_tesseract_noop):
+    # This test requires an image that pngquant is capable of converting to
+    # to 1bpp - so use an existing 1bpp image, convert up, confirm it can
+    # convert down
+    im = Image.open(fspath(resources / 'typewriter.png'))
+    assert im.mode in ('1', 'P')
+    im = im.convert('L')
+    im.save(fspath(outdir / 'type8.png'))
+
+    check_ocrmypdf(
+        outdir / 'type8.png', outdir / 'out.pdf',
+        '--image-dpi', '100', '--png-quality', '10', '--optimize', '3',
+        env=spoof_tesseract_noop
+    )
+
+    pdf = pikepdf.open(outdir / 'out.pdf')
+    pim = pikepdf.PdfImage(next(iter(pdf.pages[0].images.values())))
+    assert pim.filters[0] == '/JBIG2Decode'
@@ -145,13 +145,13 @@ def test_pickle(resources):
    # For multiprocessing we must be able to pickle our information - if
    # this fails then we are probably storing some unpickleabe pikepdf or
    # other external data around
-    filename = resources / 'formxobject.pdf'
+    filename = resources / 'graph_ocred.pdf'
    pdf = pdfinfo.PdfInfo(filename)
    pickle.dumps(pdf)


 def test_regex():
-    rx = pdfinfo.regex_remove_char_tags
+    rx = pdfinfo.ghosttext.regex_remove_char_tags

    must_match = [
        b'<char bbox="0 108 0 108" c="/"/>',
@@ -169,3 +169,17 @@ def test_regex():
        assert rx.match(s)
    for s in must_not_match:
        assert not rx.match(s)
+
+
+def test_vector(resources):
+    filename = resources / 'vector.pdf'
+    pdf = pdfinfo.PdfInfo(filename)
+    assert pdf[0].has_vector
+    assert not pdf[0].has_text
+
+
+def test_ocr_detection(resources):
+    filename = resources / 'graph_ocred.pdf'
+    pdf = pdfinfo.PdfInfo(filename)
+    assert not pdf[0].has_vector
+    assert pdf[0].has_text
@@ -0,0 +1,24 @@
+# © 2018 James R. Barlow: github.com/jbarlow83
+#
+# This file is part of OCRmyPDF.
+#
+# OCRmyPDF is free software: you can redistribute it and/or modify
+# it under the terms of the GNU General Public License as published by
+# the Free Software Foundation, either version 3 of the License, or
+# (at your option) any later version.
+#
+# OCRmyPDF is distributed in the hope that it will be useful,
+# but WITHOUT ANY WARRANTY; without even the implied warranty of
+# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+# GNU General Public License for more details.
+#
+# You should have received a copy of the GNU General Public License
+# along with OCRmyPDF.  If not, see <http://www.gnu.org/licenses/>.
+
+import pytest
+
+import ocrmypdf.exec.qpdf as qpdf
+
+def test_qpdf_error(resources):
+    assert qpdf.check(resources / 'blank.pdf')
+    assert not qpdf.check(__file__)
@@ -17,6 +17,7 @@

 import logging
 from io import BytesIO
+from unittest.mock import Mock

 from PIL import Image
 import pytest
@@ -25,7 +26,7 @@ import pikepdf

 from ocrmypdf import leptonica
 from ocrmypdf.pdfinfo import PdfInfo
-from ocrmypdf.exec import ghostscript
+from ocrmypdf.exec import ghostscript, tesseract
 from ocrmypdf.helpers import fspath


@@ -33,6 +34,11 @@ from ocrmypdf.helpers import fspath
 # pylint: disable=no-member
 # pylint: disable=w0612

+pytestmark = pytest.mark.skipif(
+    leptonica.get_leptonica_version() < 'leptonica-1.72',
+    reason="Leptonica is too old, correlation doesn't work"
+)
+
 check_ocrmypdf = pytest.helpers.check_ocrmypdf
 run_ocrmypdf = pytest.helpers.run_ocrmypdf

@@ -164,6 +170,8 @@ def test_rotate_deskew_timeout(resources, outdir):
    check_ocrmypdf(
        resources / 'rotated_skew.pdf',
        outdir / 'deskewed.pdf',
+        '--rotate-pages',
+        '--rotate-pages-threshold', '0',
        '--deskew',
        '--tesseract-timeout', '0',
        '--pdf-renderer', 'sandwich'
@@ -221,3 +229,13 @@ def test_rotate_page_level(image_angle, page_angle, resources, outdir):
    assert p.returncode == 0, err

    assert check_monochrome_correlation(outdir, reference, 1, out, 1) > 0.2
+
+
+def test_tesseract_orientation(resources, tmpdir):
+    pix = leptonica.Pix.open(resources / 'crom.png')
+    pix_rotated = pix.rotate_orth(2)  # 180 degrees clockwise
+    pix_rotated.write_implied_format(tmpdir / '000001.png')
+
+    log = Mock()
+    tesseract.get_orientation(  # Test results of this are unreliable
+        tmpdir / '000001.png', engine_mode='3', timeout=10, log=log)
@@ -16,8 +16,9 @@
 # along with OCRmyPDF.  If not, see <http://www.gnu.org/licenses/>.

 import pytest
-from ocrmypdf.exceptions import ExitCode
+from ocrmypdf.exceptions import ExitCode, MissingDependencyError
 from ocrmypdf.exec import tesseract
+from ocrmypdf.helpers import fspath
 from ocrmypdf import pdfinfo
 import sys
 import os
@@ -29,8 +30,7 @@ from pathlib import Path
 spoof = pytest.helpers.spoof


-@pytest.fixture
-def ensure_tess4():
+def _ensure_tess4():
    if tesseract.v4():
        # "tesseract" on $PATH is already v4
        return os.environ.copy()
@@ -44,17 +44,26 @@ def ensure_tess4():
        tess4 = Path(os.environ['OCRMYPDF_TESS4'])
        assert tess4.is_file()
        env['PATH'] = tess4.parent + ':' + env['PATH']
+        env['OCRMYPDF_TESS4'] = os.environ['OCRMYPDF_TESS4']
        return env

    raise EnvironmentError("Can't find Tesseract 4")


+@pytest.fixture
+def ensure_tess4():
+    return _ensure_tess4()
+
+
@contextmanager
 def modified_os_environ(env):
    old_env = os.environ.copy()
-    os.environ = env
+    os.environ.update(env)
    yield
-    os.environ = old_env
+    for key in env:
+        del os.environ[key]
+        if key in old_env:
+            os.environ[key] = old_env[key]


 def tess4_available():
@@ -63,8 +72,8 @@ def tess4_available():

    """
    try:
-        # ensure_tess4 locates the tess4 binary we are going to check
-        env = ensure_tess4()
+        # _ensure_tess4 locates the tess4 binary we are going to check
+        env = _ensure_tess4()
        with modified_os_environ(env):
            # Now jump into this environment and make sure it really is Tess4
            return tesseract.v4() and tesseract.has_textonly_pdf()
@@ -145,3 +154,14 @@ def test_content_preservation(ensure_tess4, resources, outpdf):
    info = pdfinfo.PdfInfo(outpdf)
    page = info[0]
    assert len(page.images) > 1, "masks were rasterized"
+
+
+def test_no_languages(ensure_tess4, tmpdir):
+    env = ensure_tess4
+    (tmpdir / 'tessdata').mkdir()
+    env['TESSDATA_PREFIX'] = fspath(tmpdir)
+
+    with modified_os_environ(env):
+        with pytest.raises(MissingDependencyError):
+            tesseract.languages.cache_clear()
+            tesseract.languages()
Author	SHA1	Message	Date
James R. Barlow	12e15bab15	v7.3.0 release notes	2018-11-11 02:05:52 -08:00
James R. Barlow	9593aa4fb9	Merge v7.3.0 development	2018-11-11 01:38:42 -08:00
James R. Barlow	817d520e63	Merge branch 'master' of github.com:jbarlow83/OCRmyPDF	2018-11-11 01:34:00 -08:00
James R. Barlow	700abbb8a5	Documentation for OCR quality features	2018-11-10 15:48:41 -08:00
James R. Barlow	701ef1df3f	Add threshold function to work around Tesseract's poor thresholding of bright backgrounds	2018-11-10 15:34:37 -08:00
James R. Barlow	0f5c484b62	Travis: only need to specify chardet because we use pip install --no-deps	2018-11-10 13:57:04 -08:00
James R. Barlow	cc7f2a3f02	Fix Python 3.5 pathlib regressions	2018-11-10 02:11:23 -08:00
James R. Barlow	755b5d87e3	Add missing chardet, implied by pdfminer.six?	2018-11-10 01:50:51 -08:00
James R. Barlow	e55a4115e1	Travis: pytest 3.10.0 internal error?	2018-11-10 01:44:05 -08:00
James R. Barlow	16a6fd2ea9	Update docs for --redo-ocr and --mask-barcodes	2018-11-10 01:34:33 -08:00
James R. Barlow	e3fce112ed	main.txt: wrong pdfminer	2018-11-10 01:32:27 -08:00
James R. Barlow	eacd26a68b	Mention v6.2.5 release	2018-11-10 01:10:45 -08:00
James R. Barlow	0e88b3c38a	Update v7.3.0 release notes	2018-11-10 01:09:19 -08:00
James R. Barlow	a2170ef8d6	test: test version check code	2018-11-10 00:56:22 -08:00
James R. Barlow	eed0424390	Update requirements	2018-11-10 00:56:04 -08:00
James R. Barlow	5ed05e08b1	Fix "no languages" test and misuse of os.environ	2018-11-09 01:57:11 -08:00
James R. Barlow	58b26f6715	Leptonica: learn to despeckle 1bpp images	2018-11-07 01:49:13 -08:00
James R. Barlow	806daf4284	leptonica: reduce boilerplate for PIX (2/2)	2018-11-06 20:33:40 -08:00
James R. Barlow	c64bc9329e	leptonica: reduce boilerplate for wrapper classes (except PIX)	2018-11-06 20:12:09 -08:00
James R. Barlow	dd01745519	Leptonica: add masked threshold fn	2018-11-06 19:31:06 -08:00
James R. Barlow	501ce726e7	Fix two failing tests	2018-11-06 11:16:08 -08:00
James R. Barlow	03076e89ce	Leptonica: reduce verbosity, more error trapping, more garbage collection	2018-11-06 11:10:59 -08:00
James R. Barlow	02f37293ee	Integrate barcode masking	2018-11-05 13:01:13 -08:00
James R. Barlow	590942ad14	Leptonica: Add barcode API	2018-11-05 01:48:38 -08:00
James R. Barlow	2ac028c759	test: Add a basic redo OCR test	2018-11-04 15:54:41 -08:00
James R. Barlow	2125b5bfab	Remove text detection from our parser interpret_contents It's redundant now	2018-11-04 15:47:55 -08:00
James R. Barlow	b96532caa4	Only do detailed page analysis when needed by --redo-ocr	2018-11-04 15:40:49 -08:00
James R. Barlow	995fc58466	Move Ghostscript text analysis into its own module	2018-11-04 14:55:48 -08:00
James R. Barlow	c023cae299	Make pdfminer Type3 patch conditional on PScript5.dll It appears that PDFs created by this software have a bug in their BBox which will cause us to misjudge the space occupied by the font. Other programs probably work around this by ignoring BBox and reading each character procedure.	2018-11-04 01:53:53 -07:00
James R. Barlow	237eaf9130	Exception message not printed in some cases Closes #310	2018-11-03 17:10:24 -07:00
James R. Barlow	8b9ab25125	coverage: test compile leptonica	2018-11-02 01:55:25 -07:00
James R. Barlow	77e87abe8f	coverage: ensure get_orientation is checked	2018-11-02 01:32:20 -07:00
James R. Barlow	3be02e1e8d	coverage: improve leptonic; don't create objects with null pointers	2018-11-02 01:10:10 -07:00
James R. Barlow	64c9ede979	leptonica: barcodes, BOXA	2018-11-02 00:42:01 -07:00
James R. Barlow	5b8d197812	coverage: make it more likely timeout is tested	2018-11-02 00:41:15 -07:00
James R. Barlow	2cba62dc4f	coverage: ensure rotation is actually tested	2018-11-02 00:40:56 -07:00
James R. Barlow	288e28328f	coverage: add qpdf	2018-11-02 00:37:33 -07:00
James R. Barlow	b8214b3c49	coverage: exclude unicodefun.py	2018-11-02 00:33:08 -07:00
James R. Barlow	8681693994	Set up code coverage (it works with multiprocessing now!)	2018-11-02 00:31:50 -07:00
James R. Barlow	1364c63b7c	Fix failure to pickle file with AcroForm	2018-11-01 20:07:53 -07:00
James R. Barlow	4ba9e8fe25	Add AcroForm detection	2018-10-30 22:28:44 -07:00
James R. Barlow	a195713bb4	Throw exception on corrupt text	2018-10-30 16:35:09 -07:00
James R. Barlow	600d31a907	Require pikepdf 0.3.7	2018-10-30 16:22:05 -07:00
James R. Barlow	be31cec332	Add corrupt text warning (when using --redo-ocr)	2018-10-30 16:19:58 -07:00
James R. Barlow	22a7cd3421	Add argument checks for --redo-ocr	2018-10-30 16:19:13 -07:00
James R. Barlow	8b61d2d521	pdfminer: If font descent claims to be positive, treat it as negative	2018-10-30 14:40:53 -07:00
James R. Barlow	559e5269d2	Ensure inline image is parsed correctly Requires pikepdf > 0.3.6	2018-10-29 23:30:53 -07:00
James R. Barlow	ebf6acb318	pdfminer patch: Type3 font height calculation is incorrect Not sure where it goes wrong or why it needs special treatment, but this does address it.	2018-10-29 22:27:25 -07:00
James R. Barlow	7acd75f013	pipeline: fix bbox coordinates	2018-10-29 22:26:37 -07:00
James R. Barlow	93623b2226	Refactor TextboxInfo	2018-10-29 14:46:40 -07:00
James R. Barlow	d71fd089cb	layout: allow names beginning with /i0123 for now Showed up in GGastro2.pdf. Need to check if this pattern has valid Unicode mappings but allow for now.	2018-10-29 14:45:59 -07:00
James R. Barlow	05aa43c856	Require pdfminer	2018-10-29 12:45:15 -07:00
James R. Barlow	de80fb6bc8	Fix some failing tests after --redo-ocr changes	2018-10-29 11:49:38 -07:00
James R. Barlow	8e396f4be2	Document --redo-ocr more accurately	2018-10-29 02:03:58 -07:00
James R. Barlow	efec6da377	Fix error on serializing bad character markers (Since they held a reference to their font, which in turn, had an open file handle.)	2018-10-29 02:02:00 -07:00
James R. Barlow	00ef53195e	Fix corrupt Unicode mapping detection's false positives	2018-10-29 01:30:19 -07:00
James R. Barlow	f564aaf485	Remove only_ocr_text	2018-10-28 22:41:18 -07:00
James R. Barlow	5ac2d31d0d	Redo OCR can now handle visible and invisible text, so adjust accordingly Still can't filter out corrupt text	2018-10-28 14:06:25 -07:00
James R. Barlow	fda890ab47	pdfinfo: further layout improvements Rather than grouping visible/invisible in a custom analysis step, use pdfminer's analysis and iterate. Make iteration predicate and return more generic.	2018-10-28 14:05:50 -07:00
Stefan Weilandjbarlow83	a873278c2a	Fix some recommendations from LGTM (#309 ) * Fix unreachable code This fixes an issue reported by LGTM. Signed-off-by: Stefan Weil <sw@weilnetz.de> * Remove unused imports This fixes several recommendations from LGTM. Signed-off-by: Stefan Weil <sw@weilnetz.de>	2018-10-28 13:59:58 -07:00
James R. Barlow	e6d64be890	pdfinfo: formatting	2018-10-27 23:22:44 -07:00
James R. Barlow	0e4d978d20	pdfinfo: all -> not any	2018-10-27 23:22:28 -07:00
James R. Barlow	b12c2cfedf	Fix handling of Type3 fonts with no ToUnicode mapping	2018-10-27 01:24:48 -07:00
James R. Barlow	58cc70725e	Reorganize around getting bboxes for visible/invisible text	2018-10-26 01:07:02 -07:00
James R. Barlow	339afb02aa	--redo-ocr now works in the presence of printable text	2018-10-25 16:53:47 -07:00
James R. Barlow	7ba0ff5c36	Fix strip invisible text bug: missing BT operator	2018-10-25 16:52:23 -07:00
James R. Barlow	ff41fbf673	Add pdfminer based layout analysis	2018-10-25 12:42:35 -07:00
James R. Barlow	2435cd23ce	Move pdfinfo into a package	2018-10-25 00:37:38 -07:00
James R. Barlow	a063cff720	Rename/expose strip_invisible_text	2018-10-24 21:53:24 -07:00
James R. Barlow	0d396e1ac0	option check: Remove always-True condition Both renderers are now lossless reconstruction-capable. (Have been since 7.0)	2018-10-22 22:13:59 -07:00
James R. Barlow	f5807a2053	Require pikepdf 0.3.5	2018-10-21 21:37:15 -07:00
James R. Barlow	eb4938a36f	Fix KeyError 'has_vector'	2018-10-20 01:20:22 -07:00
James R. Barlow	c5ad530bbf	pdfinfo: reminder about 'INLINE IMAGE' sentinel	2018-10-20 01:17:08 -07:00
James R. Barlow	d11c428407	Redo OCR: disallow in cases that will damage the output PDF	2018-10-20 01:14:33 -07:00
James R. Barlow	6182b1f53e	Merge branch 'feature/remove-vectors' into feature/redo-ocr	2018-10-20 01:13:24 -07:00
James R. Barlow	00fc1a12e2	optimize: should remove unreference resources too	2018-10-19 00:03:56 -07:00
James R. Barlow	16af753206	Add functional "redo OCR" feature Needs argument validation and some other changes. Needs testing with mixed-content PDFs. Only really works for pure invisible text at the moment.	2018-10-19 00:02:19 -07:00
James R. Barlow	fa48205bb8	Add feature to remove vector graphics objects	2018-10-18 21:46:08 -07:00
James R. Barlow	f7dbf94071	pipeline: if vector graphic objects exist, ensure the DPI is reasonable	2018-10-18 01:23:31 -07:00
James R. Barlow	b18e66e2ca	pdfinfo: learn to detect vector graphic objects	2018-10-18 01:21:51 -07:00
James R. Barlow	7a5504dfa5	pdfinfo: fix terminology (operands, command) -> (operands, operator)	2018-10-18 01:18:30 -07:00
James R. Barlow	d1cad7bc68	Merge branch 'master' of github.com:jbarlow83/OCRmyPDF	2018-10-16 01:28:17 -07:00
Elliott Sales de Andradeandjbarlow83	c58d5c097c	Add Fedora install instructions. (#304 ) * Add Fedora install instructions. * Fix path to fedora_rawhide badget	2018-10-14 13:28:50 -07:00
James R. Barlow	46157ca94e	docs: some redundancies	2018-10-12 21:29:27 -07:00
jbarlow83andGitHub	dd99511bcc	Fix broken badges in README	2018-10-12 21:16:08 -07:00
M.Yasoob Ullah Khalid ☺andjbarlow83	5bc2efd3c7	Removed extra word from docs (#303 )	2018-10-12 21:02:16 -07:00
James R. Barlow	1b18dbecf5	Fix filename test.txt	2018-10-11 16:03:25 -07:00
James R. Barlow	9f82c0eb6e	v7.2.1 release notes	2018-10-11 15:55:01 -07:00
James R. Barlow	68bac1b177	Fix compatibility with pikepdf 0.3.5 API change	2018-10-11 15:51:34 -07:00
James R. Barlow	1495b78330	Remove cruft to support leptonica < 1.72 in test suite	2018-10-11 01:37:32 -07:00
James R. Barlow	6f777d2848	Include Debian copyright file	2018-10-10 23:55:48 -07:00
James R. Barlow	5650eba848	Cleanup MANIFEST.in, reorg requirements/*.txt, fix non-Unicode readme	2018-10-10 23:53:08 -07:00
James R. Barlow	5bc5dc93f3	v7.2.0 release notes update	2018-10-05 01:27:00 -07:00
James R. Barlow	c1e18bb825	optimize: Exclude soft masks (SMasks) from optimization Soft masks are only allowed to be of colorspace DeviceGray so we shouldn't use pngquant on them. For now, avoid this exceptional case by excluded soft masks from optimization.	2018-10-05 01:23:26 -07:00
James R. Barlow	58282ea0fb	optimize: more refactoring Now properly generalized/specialized where it should be	2018-10-04 13:44:51 -07:00
James R. Barlow	891da7834c	optimize: refactor image extraction	2018-10-04 12:34:22 -07:00
James R. Barlow	5c229d48d5	optimize: Reorganize so JBIG2 can be performed on images reduced to 1bpp Closes #297	2018-10-04 11:53:11 -07:00
James R. Barlow	53f660cf35	Travis: use newer macos image	2018-10-04 08:59:40 -07:00
James R. Barlow	7b66ca68f2	...and document lossy JBIG2	2018-10-04 01:31:53 -07:00
James R. Barlow	ba71c3ffbd	requirements: request pikepdf 0.3.4	2018-10-04 01:22:03 -07:00
James R. Barlow	6707ad427a	v7.2.0 release notes	2018-10-04 01:21:17 -07:00
James R. Barlow	5b84549716	Change JBIG2 lossy mode to require --jbig2-lossy	2018-10-04 01:20:49 -07:00
James R. Barlow	c74f2ee6e8	Refactor the detailed error messages	2018-10-04 00:10:59 -07:00
James R. Barlow	b32dd9f9d3	Fix lossless JBIG2 when there are multiple JBIG2 images on a single page	2018-10-03 17:40:26 -07:00
James R. Barlow	fb8b161f6c	Fix suppression of tesseract config error messages	2018-10-03 17:39:50 -07:00
James R. Barlow	baddd6d233	Remove libtiff from Brewfile For some reason, brew complains about it now.	2018-10-03 16:17:59 -07:00
James R. Barlow	6f554c6ae8	tesseract: account for behavior changes when params are missing Tesseract 4.0-rc1 now accepts invalid parameters in config and won't return an error anymore. We prefer to raise an error if this occurs. See: https://github.com/tesseract-ocr/tesseract/commit/741ea00d7059d8ff7c55797ffc525a461d7f3ced	2018-10-03 15:11:34 -07:00
James R. Barlow	a71e4488b3	test: fix pytest warning about direct use of a fixture	2018-10-03 15:04:46 -07:00
James R. Barlow	72156b5653	Degrade more gracefully when --optimize is set but JBIG2 is not present	2018-10-03 14:24:20 -07:00
James R. Barlow	9fa471e053	Test: send stderr to stderr, why don't we?	2018-10-03 14:23:34 -07:00
James R. Barlow	31ef2fe907	test: this error message changed case in newer Tesseract	2018-10-03 13:58:20 -07:00
James R. Barlow	9a8ec4b210	optimize: only enable lossy JBIG2 for -O3	2018-10-03 00:38:58 -07:00
James R. Barlow	75aad4cc79	optimize: Refactor convert_to_jbig2	2018-10-02 23:42:12 -07:00
James R. Barlow	4b27feca98	optimize: Disable JBIG2 lossy mode, use lossless instead	2018-10-01 12:28:54 -07:00
James R. Barlow	45522cd15f	weave: clarify comment about garbage data in ToC	2018-09-27 13:48:35 -07:00
James R. Barlow	677d9a4e76	Remove some unhelpful lambdas	2018-09-27 13:48:12 -07:00