Merge branch 'develop'

# Conflicts:
#	RELEASE_NOTES.md
#	src/config.sh
#	src/hocrTransform.py
#	src/ocrPage.sh
This commit is contained in:
James R. Barlow
2015-07-28 04:59:49 -07:00
66 changed files with 3197 additions and 1227 deletions
+15 -1
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tmp/
log/
*.pyc
*.pyc
tests/output/
.ruffus_history.sqlite
*.sublime-*
/*.pdf
build/
dist/
*.egg-info/
venv/
*/test/output
bin/
include/
lib/
pip-selfcheck.json
pyvenv.cfg
-19
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Copyright (c) 2013 fritz-hh from Github
Permission is hereby granted, free of charge, to any person obtaining a copy
of this software and associated documentation files (the "Software"), to deal
in the Software without restriction, including without limitation the rights
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
copies of the Software, and to permit persons to whom the Software is
furnished to do so, subject to the following conditions:
The above copyright notice and this permission notice shall be included in
all copies or substantial portions of the Software.
THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
THE SOFTWARE.
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Copyright (c) 2013-2015, The OCRmyPDF Authors
Permission is hereby granted, free of charge, to any person obtaining a
copy of this software and associated documentation files (the
"Software"), to deal in the Software without restriction, including
without limitation the rights to use, copy, modify, merge, publish,
distribute, sublicense, and/or sell copies of the Software, and to
permit persons to whom the Software is furnished to do so, subject to
the following conditions:
The above copyright notice and this permission notice shall be included
in all copies or substantial portions of the Software.
THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS
OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF
MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT.
IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY
CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT,
TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE
SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
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recursive-include ocrmypdf/jhove/bin *.jar
recursive-include ocrmypdf/jhove/lib *.jar
recursive-include ocrmypdf/jhove/conf *.conf
recursive-exclude tests/output *
+1 -311
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# Copyright (c) 2013-14: fritz-hh from Github (https://github.com/fritz-hh)
##############################################################################
# Determine real path of this script, following symlinks if present
! command -v python2 > /dev/null && echo "Please install python v2.x. Exiting..." && exit 1
BASEPATH="$(dirname $(python2 -c "import os; print os.path.realpath(\"$0\")"))"
# Import required scripts
. "$BASEPATH/src/config.sh"
# Set variables corresponding to the input parameters
ARGUMENTS="$@"
START=`date +%s`
usage() {
cat << EOF
--------------------------------------------------------------------------------------
Script aimed at generating a searchable PDF file from a PDF file containing only images.
(The script performs optical character recognition of each respective page using the
tesseract engine)
Copyright: fritz-hh from Github (https://github.com/fritz-hh)
Version: $VERSION
Usage: OCRmyPDF.sh [-h] [-v] [-g] [-k] [-d] [-c] [-i] [-o dpi] [-f|-s] [-l lan1[+lan2...]] [-C filename] inputfile outputfile
-h : Display this help message
-v : Increase the verbosity (this option can be used more than once) (e.g. -vvv)
-k : Do not delete the temporary files
-g : Activate debug mode:
- Generates a PDF file containing each page twice (once with the image, once without the image
but with the OCRed text as well as the detected bounding boxes)
- Set the verbosity to the highest possible
- Do not delete the temporary files
-d : Deskew each page before performing OCR
-c : Clean each page before performing OCR
-i : Incorporate the cleaned image in the final PDF file (by default the original image, or the deskewed image if the -d option is set)
-o : If the resolution of an image is lower than dpi value provided as argument, provide the OCR engine with
an oversampled image having the latter dpi value. This can improve the OCR results but can lead to a larger output PDF file.
(default: no oversampling performed)
-f : Force to OCR the whole document, even if some page already contain font data.
(which should not be the case for PDF files built from scnanned images)
Any text data will be rendered to raster format and then fed through OCR.
-s : If pages contain font data, do not OCR that page, but include the page (as is) in the final output.
-l : Language(s) of the PDF file. The language should be set correctly in order to get good OCR results.
Any language supported by tesseract is supported (Tesseract uses 3-character ISO 639-2 language codes)
Multiple languages may be specified, separated by '+' characters.
(The default language is defined in the config file)
-C : Pass an additional configuration file to the tesseract OCR engine.
(this option can be used more than once)
Note 1: The configuration file must be available in the "tessdata/configs" folder of your tesseract installation
inputfile : PDF file to be OCRed
outputfile : The PDF/A file that will be generated
--------------------------------------------------------------------------------------
EOF
}
#################################################
# Get an absolute path from a relative path to a file
#
# Param1 : Relative path
# Returns: 1 if the folder in which the file is located does not exist
# 0 otherwise
#################################################
absolutePath() {
local wdsave absolutepath
wdsave="$(pwd)"
! cd "$(dirname "$1")" 1> /dev/null 2> /dev/null && return 1
absolutepath="$(pwd)/$(basename "$1")"
cd "$wdsave"
echo "$absolutepath"
return 0
}
# Initialization the configuration parameters with default values
VERBOSITY="$LOG_ERR" # default verbosity level
LAN="$DEFAULT_LANGUAGES" # default language(s) of the PDF file (required to get good OCR results)
KEEP_TMP="0" # 0=no, 1=yes (keep the temporary files)
PREPROCESS_DESKEW="0" # 0=no, 1=yes (deskew image)
PREPROCESS_CLEAN="0" # 0=no, 1=yes (clean image to improve OCR)
PREPROCESS_CLEANTOPDF="0" # 0=no, 1=yes (put cleaned image in final PDF)
OVERSAMPLING_DPI="0" # 0=do not perform oversampling (dpi value under which oversampling should be performed)
PDF_NOIMG="0" # 0=no, 1=yes (generates each PDF page twice, with and without image)
FORCE_OCR="0" # 0=do not force, 1=force (force to OCR the whole document, even if some page already contain font data)
SKIP_TEXT="0" # 0=do not skip text pages, 1=skip text pages
TESS_CFG_FILES="" # list of additional configuration files to be used by tesseract
# Parse optional command line arguments
while getopts ":hvgkdcio:fsl:C:" opt; do
case $opt in
h) usage ; exit 0 ;;
v) VERBOSITY=$(($VERBOSITY+1)) ;;
k) KEEP_TMP="1" ;;
g) PDF_NOIMG="1"; VERBOSITY="$LOG_DEBUG"; KEEP_TMP="1" ;;
d) PREPROCESS_DESKEW="1" ;;
c) PREPROCESS_CLEAN="1" ;;
i) PREPROCESS_CLEANTOPDF="1" ;;
o) OVERSAMPLING_DPI="$OPTARG" ;;
f) FORCE_OCR="1" ;;
s) SKIP_TEXT="1" ;;
l) LAN="$OPTARG" ;;
C) TESS_CFG_FILES="$OPTARG $TESS_CFG_FILES" ;;
\?)
echo "Invalid option: -$OPTARG"
usage
exit $EXIT_BAD_ARGS ;;
:)
echo "Option -$OPTARG requires an argument"
usage
exit $EXIT_BAD_ARGS ;;
esac
done
# Remove the optional arguments parsed above.
shift $((OPTIND-1))
# Check if the number of mandatory parameters provided is as expected
if [ "$#" -ne "2" ]; then
echo "Exactly two mandatory argument shall be provided ($# arguments provided)"
usage
exit $EXIT_BAD_ARGS
fi
# Ensure that -f and -s are not both set
if [ "$SKIP_TEXT" -eq "1" -a "$FORCE_OCR" -eq "1" ]; then
echo "Options -f and -s are mutually exclusive; choose one or the other"
usage
exit $EXIT_BAD_ARGS
fi
[ ! -f "$1" ] && echo "The input file does not exist. Exiting..." && exit $EXIT_BAD_ARGS
FILE_INPUT_PDF="`absolutePath "$1"`"
! absolutePath "$2" >/dev/null \
&& echo "The folder in which the output file should be generated does not exist. Exiting..." && exit $EXIT_BAD_ARGS
[ -d "$2" ] && echo "Please enter the path of the file to be generated (and not a path to a folder). Exitíng..." && exit $EXIT_BAD_ARGS
[ -f "$2" ] && echo "The output file already exists. Exiting..." && exit $EXIT_BAD_ARGS
FILE_OUTPUT_PDFA="`absolutePath "$2"`"
# set script path as working directory
cd "$BASEPATH"
[ $VERBOSITY -ge $LOG_DEBUG ] && echo "$TOOLNAME version: $VERSION"
[ $VERBOSITY -ge $LOG_DEBUG ] && echo "Arguments: $ARGUMENTS"
# check if the required utilities are installed
[ $VERBOSITY -ge $LOG_DEBUG ] && echo "Checking if all dependencies are installed"
! command -v identify > /dev/null && echo "Please install ImageMagick. Exiting..." && exit $EXIT_MISSING_DEPENDENCY
! command -v parallel > /dev/null && echo "Please install GNU Parallel. Exiting..." && exit $EXIT_MISSING_DEPENDENCY
! command -v pdfimages > /dev/null && echo "Please install poppler-utils. Exiting..." && exit $EXIT_MISSING_DEPENDENCY
! command -v pdftoppm > /dev/null && echo "Please install poppler-utils. Exiting..." && exit $EXIT_MISSING_DEPENDENCY
! command -v pdffonts > /dev/null && echo "Please install poppler-utils. Exiting..." && exit $EXIT_MISSING_DEPENDENCY
! command -v pdfseparate > /dev/null && echo "Please install or update poppler-utils to at least 0.24.5. Exiting..." && exit $EXIT_MISSING_DEPENDENCY
[ $PREPROCESS_CLEAN -eq 1 ] && ! command -v unpaper > /dev/null && echo "Please install unpaper. Exiting..." && exit $EXIT_MISSING_DEPENDENCY
! command -v tesseract > /dev/null && echo "Please install tesseract and tesseract-data. Exiting..." && exit $EXIT_MISSING_DEPENDENCY
! python2 -c 'import lxml' 2>/dev/null && echo "Please install the python library lxml. Exiting..." && exit $EXIT_MISSING_DEPENDENCY
! python2 -c 'import sys, reportlab; (getattr(reportlab, "Version", "0.0") >= "3.0") or sys.exit(1)' 2>/dev/null \
&& echo "Please install the python library reportlab. Exiting..." && exit $EXIT_MISSING_DEPENDENCY
! command -v gs > /dev/null && echo "Please install ghostscript. Exiting..." && exit $EXIT_MISSING_DEPENDENCY
! command -v java > /dev/null && echo "Please install java. Exiting..." && exit $EXIT_MISSING_DEPENDENCY
# ensure the right tesseract version is installed
# older versions are known to produce malformed hocr output and should not be used
# Even 3.02.01 fails in few cases (see issue #28). I decided to allow this version anyway because
# 3.02.02 is not yet available for some widespread linux distributions
reqtessversion="3.02.01"
tessversion=`tesseract -v 2>&1 | grep "tesseract" | sed s/[^0-9.]//g`
tesstooold=$(echo "`echo $tessversion | sed s/[.]//2`-`echo $reqtessversion | sed s/[.]//2` < 0" | bc)
[ "$tesstooold" -eq "1" ] \
&& echo "Please install tesseract ${reqtessversion} or newer (currently installed version is ${tessversion})" && exit $EXIT_MISSING_DEPENDENCY
# ensure the right GNU parallel version is installed
# older version do not support -q flag (required to escape special characters)
reqparallelversion="20121122"
parallelversion=`parallel --minversion 0`
! parallel --minversion "$reqparallelversion" > /dev/null \
&& echo "Please install GNU parallel ${reqparallelversion} or newer (currently installed version is ${parallelversion})" && exit $EXIT_MISSING_DEPENDENCY
# ensure pdftoppm is provided by poppler-utils, not the older xpdf version
! pdftoppm -v 2>&1 | grep -q 'Poppler' && echo "Please remove xpdf and install poppler-utils. Exiting..." && $EXIT_MISSING_DEPENDENCY
# Display the version of the tools if log level is LOG_DEBUG
if [ $VERBOSITY -ge $LOG_DEBUG ]; then
echo "--------------------------------"
echo "ImageMagick version:"
identify --version
echo "--------------------------------"
echo "GNU Parallel version:"
parallel --version
echo "--------------------------------"
echo "Poppler-utils version:"
pdfimages -v
pdftoppm -v
pdffonts -v
pdfseparate -v
echo "--------------------------------"
echo "unpaper version:"
unpaper --version
echo "--------------------------------"
echo "tesseract version:"
tesseract --version
echo "--------------------------------"
echo "python2 version:"
python2 --version
echo "--------------------------------"
echo "Ghostscript version:"
gs --version
echo "--------------------------------"
echo "Java version:"
java -version
echo "--------------------------------"
fi
# check if the language(s) passed to tesseract are all supported
for currentlan in `echo "$LAN" | sed 's/+/ /g'`; do
if ! tesseract --list-langs 2>&1 | grep "^$currentlan\$" > /dev/null; then
echo "The language \"$currentlan\" is not supported by tesseract."
tesseract --list-langs 2>&1 | tr '\n' ' '; echo
echo "Exiting..."
exit $EXIT_BAD_ARGS
fi
done
# Initialize path to temporary files using mktemp
# Goal: save tmp file in a sub-folder of the $TMPDIR environment variable (or in "/tmp" if unset)
# Unfortunately, Linux mktemp is not compatible with FreeBSD/OSX mktemp
# Linux version requires no arg
# FreeBSD requires '-t prefix' to be used so that $TMPDIR is taken into account
# But in Linux '-t template' is handled differently than in FreeBSD
# Therefore different calls must be used for Linux and for FreeBSD
prefix="$(date +"%Y%m%d_%H%M").filename.$(basename "$FILE_INPUT_PDF" | sed 's/[.][^.]*$//')" # prefix made of date, time and pdf file name without extension
TMP_FLD=`mktemp -d 2>/dev/null || mktemp -d -t "${prefix}" 2>/dev/null` # try Linux syntax first, if it fails try FreeBSD/OSX
if [ $? -ne 0 ]; then
if [ -z "$TMPDIR" ]; then
echo "Could not create folder for temporary files. Please ensure you have sufficient right and \"/tmp\" exists"
else
echo "Could not create folder for temporary files. Please ensure you have sufficient right and \"$TMPDIR\" exists"
fi
exit $EXIT_FILE_ACCESS_ERROR
fi
[ $VERBOSITY -ge $LOG_DEBUG ] && echo "Created temporary folder: \"$TMP_FLD\""
FILE_TMP="${TMP_FLD}/tmp.txt" # temporary file with a very short lifetime (may be used for several things)
FILE_PAGES_INFO="${TMP_FLD}/pages-info.txt" # for each page: page #; width in pt; height in pt
FILE_VALIDATION_LOG="${TMP_FLD}/pdf_validation.log" # log file containing the results of the validation of the PDF/A file
# get the size of each pdf page (width / height) in pt (i.e. inch/72)
[ $VERBOSITY -ge $LOG_DEBUG ] && echo "Input file: Extracting size of each page (in pt)"
! identify -format "%w %h\n" "$FILE_INPUT_PDF" > "$FILE_TMP" \
&& echo "Could not get size of PDF pages. Exiting..." && exit $EXIT_BAD_INPUT_FILE
# removing empty lines (last one should be) and add page # before each line
sed '/^$/d' "$FILE_TMP" | awk '{printf "%04d %s\n", NR, $0}' > "$FILE_PAGES_INFO"
numpages=`tail -n 1 "$FILE_PAGES_INFO" | cut -f1 -d" "`
# process each page of the input pdf file
parallel --gnu -q -k --halt-on-error 1 "$OCR_PAGE" "$FILE_INPUT_PDF" "{}" "$numpages" "$TMP_FLD" \
"$VERBOSITY" "$LAN" "$KEEP_TMP" "$PREPROCESS_DESKEW" "$PREPROCESS_CLEAN" "$PREPROCESS_CLEANTOPDF" "$OVERSAMPLING_DPI" \
"$PDF_NOIMG" "$FORCE_OCR" "$SKIP_TEXT" "$TESS_CFG_FILES" < "$FILE_PAGES_INFO"
ret_code="$?"
[ $ret_code -ne 0 ] && exit $ret_code
# concatenate all pages and convert the pdf file to match PDF/A format
[ $VERBOSITY -ge $LOG_DEBUG ] && echo "Output file: Concatenating all pages to the final PDF/A file"
! gs -dQUIET -dPDFA -dBATCH -dNOPAUSE -dUseCIEColor \
-sProcessColorModel=DeviceCMYK -sDEVICE=pdfwrite -sPDFACompatibilityPolicy=2 \
-sOutputFile="$FILE_OUTPUT_PDFA" "${TMP_FLD}/"*ocred*.pdf 1> /dev/null 2> /dev/null \
&& echo "Could not concatenate all pages to the final PDF/A file. Exiting..." && exit $EXIT_OTHER_ERROR
# validate generated pdf file (compliance to PDF/A)
[ $VERBOSITY -ge $LOG_DEBUG ] && echo "Output file: Checking compliance to PDF/A standard"
! java -jar "$JHOVE" -c "$JHOVE_CFG" -m PDF-hul "$FILE_OUTPUT_PDFA" 2> /dev/null 1> "$FILE_VALIDATION_LOG" \
&& echo "Unexpected error while checking compliance to PDF/A file. Exiting..." && exit $EXIT_OTHER_ERROR
grep -i "Status|Message" "$FILE_VALIDATION_LOG" # summary of the validation
[ $VERBOSITY -ge $LOG_DEBUG ] && echo "The full validation log is available here: \"$FILE_VALIDATION_LOG\""
# check the validation results
pdf_valid=1
grep -i 'ErrorMessage' "$FILE_VALIDATION_LOG" && pdf_valid=0
grep -i 'Status.*not valid' "$FILE_VALIDATION_LOG" && pdf_valid=0
grep -i 'Status.*Not well-formed' "$FILE_VALIDATION_LOG" && pdf_valid=0
! grep -i 'Profile:.*PDF/A-1' "$FILE_VALIDATION_LOG" > /dev/null && echo "PDF file profile is not PDF/A-1" && pdf_valid=0
[ $pdf_valid -ne 1 ] && echo "Output file: The generated PDF/A file is INVALID"
[ $pdf_valid -eq 1 ] && [ $VERBOSITY -ge $LOG_INFO ] && echo "Output file: The generated PDF/A file is VALID"
# delete temporary files
if [ $KEEP_TMP -eq 0 ]; then
[ $VERBOSITY -ge $LOG_DEBUG ] && echo "Deleting temporary files"
rm -r -f "${TMP_FLD}"
fi
END=`date +%s`
[ $VERBOSITY -ge $LOG_DEBUG ] && echo "Script took $(($END-$START)) seconds"
[ $pdf_valid -ne 1 ] && exit $EXIT_INVALID_OUTPUT_PDFA || exit 0
python3 -m ocrmypdf.main "$@"
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OCRmyPDF
========
OCRmyPDF adds an OCR text layer to scanned PDF files, allowing them to be searched
To get the script usage, call: sh ./OCRmyPDF.sh -h
Main features
--------
- Generates a searchable PDF/A file from a PDF file containing only images
- Places OCRed text accurately below the image to ease copy / paste
- Keeps the exact resolution of the original embedded images
- or if requested oversamples the images before OCRing so as to get better results
- If requested deskews and / or clean the image before performing OCR
- Validates the generated file against the PDF/A specification using jhove
- Provides debug mode to enable easy verification of the OCR results
- Processes several pages in parallel if more than one CPU core is available
For details: please consult the release notes
Motivation
----------
I searched the web for a free command line tool to OCR PDF files on linux/unix:
I found many, but none of them were really satisfying.
- Either they produced PDF files with misplaced text under the image (making copy/paste impossible)
- Or they did not display correctly some escaped html characters located in the hocr file produced by the OCR engine
- Or they changed the resolution of the embedded images
- Or they generated PDF file having a ridiculous big size
- Or they crashed when trying to OCR some of my PDF files
- Or they did not produce valid PDF files (even though they were readable with my current PDF reader)
- On top of that none of them produced PDF/A files (format dedicated for long time storage / archiving)
... so I decided to develop my own tool (using various existing scripts as an inspiration)
Install
-------
Download OCRmyPDF here: https://github.com/fritz-hh/OCRmyPDF/releases
Copy the file in onto your linux/unix machine and extract it.
Run: "sh ./OCRmyPDF.sh -h" to get the script usage
If not yet installed, the script will notify you about dependencies that need to be installed.
The script requires specific versions of the dependencies. Older version than the ones mentioned in the release notes are likely not to be compatible to OCRmyPDF.
Support
-------
In case you detect an issue, please:
- Check if your issue is already known
- If no problem report exists on github, please create one here: https://github.com/fritz-hh/OCRmyPDF/issues
- Describe your problem thoroughly
- Append the console output of the script when running the debug mode (-g option)
- If possible provide your input PDF file as well as the content of the temporary folder (using a file sharing service like www.file-upload.net)
Press & Media
-------------
- c't 1-2014, page 59: Detailed presentation of OCRmyPDF v1.0 in the leading german IT magazine c't (http://www.heise.de/ct/inhalt/2014/1/58/)
- heise Open Source, 09/2014: Texterkennung mit OCRmyPDF (http://www.heise.de/-2356670)
Disclaimer
----------
The software is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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OCRmyPDF
========
OCRmyPDF adds an OCR text layer to scanned PDF files, allowing them to
be searched.
Main features
-------------
- Generates a searchable
`PDF/A <https://en.wikipedia.org/?title=PDF/A>`__ file from a PDF
file containing only images
- Places OCRed text accurately below the image to ease copy / paste
- Keeps the exact resolution of the original embedded images
- or if requested oversamples the images before OCRing so as to get
better results
- If requested deskews and/or cleans the image before performing OCR
- Validates the generated file against the PDF/A-1b specification using
`JHOVE <http://jhove.sourceforge.net/>`__
- Provides debug mode to enable easy verification of the OCR results
- Processes several pages in parallel when more than one CPU core is
available
- Uses Tesseract OCR engine
For details: please consult the release notes
Motivation
----------
I searched the web for a free command line tool to OCR PDF files on
Linux/UNIX: I found many, but none of them were really satisfying. -
Either they produced PDF files with misplaced text under the image
(making copy/paste impossible) - Or they did not display correctly some
escaped HTML characters located in the hocr file produced by the OCR
engine - Or they changed the resolution of the embedded images - Or they
generated PDF file having a ridiculous big size - Or they crashed when
trying to OCR some of my PDF files - Or they did not produce valid PDF
files (even though they were readable with my current PDF reader) - On
top of that none of them produced PDF/A files (format dedicated for long
time storage / archiving)
... so I decided to develop my own tool (using various existing scripts
as an inspiration)
Install
-------
Download OCRmyPDF here: https://github.com/fritz-hh/OCRmyPDF/releases
To install, extract the release files and run::
pip install .
Run::
ocrmypdf --help
If not yet installed, the script will notify you about dependencies that
need to be installed. The script requires specific versions of the
dependencies. Older version than the ones mentioned in the release notes
are likely not to be compatible to OCRmyPDF.
Support
-------
In case you detect an issue, please:
- Check if your issue is already known
- If no problem report exists on github, please create one here:
https://github.com/fritz-hh/OCRmyPDF/issues
- Describe your problem thoroughly
- Append the console output of the script when running the debug mode
(-v 1 option)
- If possible provide your input PDF file as well as the content of the
temporary folder (using a file sharing service like
www.file-upload.net)
Press & Media
-------------
- `c't 1-2014, page 59 <http://www.heise.de/ct/inhalt/2014/1/58/>`__:
Detailed presentation of OCRmyPDF v1.0 in the leading German IT
magazine c't
- `heise Open Source, 09/2014: Texterkennung mit
OCRmyPDF <http://www.heise.de/-2356670>`__
Disclaimer
----------
The software is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR
CONDITIONS OF ANY KIND, either express or implied.
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RELEASE NOTES
=============
Please always read this file before installing the package
Download software here: https://github.com/fritz-hh/OCRmyPDF/releases
v2.2-stable (2014-09-29):
=======
New features
------------
- None
Changes
-------
- Update to jhove v1.11
- Request the python library reportlab v3.0 or newer (So that we could remove a patch to the previous version of reportlab leading to issues for some users)
Fixes
-----
- Fix bug on Mac OS X (resolution of simlink to OCRmyPDF.sh script) (thanks to jbarlow83)
- Check if the input pdf file exists before to continue
Tested with
-----------
- Operating system: FreeBSD 9.2
- Dependencies:
- parallel 20140822
- poppler-utils 0.24.5
- ImageMagick 6.8.9-4 2014-09-17
- Unpaper 0.3
- tesseract 3.02.02
- Python 2.7.8
- ghostcript (gs): 9.06
- java: openjdk version "1.7.0_65"
v2.1-stable (2014-09-20):
=======
New features
------------
- None
Changes
-------
- None
Fixes
-----
- Allow execution via simlink
- Add support for tesseract 3.03
- Add support for newer version of reportlab
- Lowered minimum version of gnu parallel
- Various typo
Tested with
-----------
- Operating system: FreeBSD 9.1
- Dependencies:
- parallel 20130222
- poppler-utils 0.22.2
- ImageMagick 6.8.0-7 2013-03-30
- Unpaper 0.3
- tesseract 3.02.02
- Python 2.7.3
- ghostcript (gs): 9.06
- java: openjdk version "1.7.0_17"
v2.0-stable (2014-01-25):
=======
New features
------------
- Check if the language(s) passed using the -l option is supported by tesseract (fixes #60)
Changes
-------
- Allow OCRmyPDF to be used with tesseract 3.02.01, even though OCR might fail for few PDF file (see issue #28). Rationale: For some linux distribution, no newer version than tesseract 3.02.01 is available
Fixes
-----
- More robust algorithm for checking the version of the installed tesseract package
Tested with
-----------
- Operating system: FreeBSD 9.1
- Dependencies:
- parallel 20130222
- poppler-utils 0.22.2
- ImageMagick 6.8.0-7 2013-03-30
- Unpaper 0.3
- tesseract 3.02.02
- Python 2.7.3
- ghostcript (gs): 9.06
- java: openjdk version "1.7.0_17"
v2.0-rc2 (2014-01-16):
=======
New features
------------
- None
Changes
-------
- Size reduction of final PDF file: (fixes #50)
- Support for monochrome (Black&White) images (massive size reduction in final PDF: >80%)
- Reduced size of grayscale images (by 13% on test PDF file)
- Preventing fi, fl ligatures does not require anymore to pass an additional config file to tesseract using the -C option (fixes #58)
- Location of temporary folder according to content of environment variable TMPDIR.
- Dependency to pdftk removed
- Check for compatible versions of dependencies: (fixes #51)
- parallel and tesseract
- python libraries reportlab and lxml
Fixes
-----
- Improved portability with various shells (dash, bash, tcsh) and OS (FreeBSD, MAC OSX, Linux) (fixes #59)
- Corrected bug in case the input PDF file contains a space character (fixes #48)
- Prevent spurious error message in case there is no image in a PDF page
- Prevent collision of temporary folder names (fixes #57)
Tested with
-----------
- Operating system: FreeBSD 9.1
- Dependencies:
- parallel 20130222
- poppler-utils 0.22.2
- ImageMagick 6.8.0-7 2013-03-30
- Unpaper 0.3
- tesseract 3.02.02
- Python 2.7.3
- ghostcript (gs): 9.06
- java: openjdk version "1.7.0_17"
v2.0-rc1 (2014-01-07):
====
New features
------------
- Huge performance improvement on machines having multiple CPU/cores (processing of several pages concurrently) (fixes #18)
- By default prevent from processing a PDF file already containing fonts (i.e. text)(it can be overridden with the -f flag) (fixes #16)
- Warn if the resolution is too low to get reasonable OCR results (fixes #37)
- New option (-o) to perform automatic oversampling if the image resolution is too low. This can improve OCR results.
- Warn if using a tesseract version older than v3.02.02 (as older versions are known to produce invalid output) (fixes #41)
- Echo version of the installed dependencies (e.g. tesseract) in debug mode in order to ease support (fixes #35)
- Echo the arguments passed to the script in debug mode to ease support
Changes
-------
- In debug mode: The debug page is now placed after the respective "normal" page
- Reduced disk space usage in temporary folder if -d (deskew) or -c (cleanup) options are not selected
- New file src/config.sh containing various configuration parameters
- Documentation of the tesseract config file "tess-cfg/no_ligature" improved
- Improved consistency of the temporary file names
Fixes
-----
- Improved robustness:
- in case vertical resolution differs from horizontal resolution (fixes #38)
- in case a PDF page contains more than one image (fixes #36)
- Fix a problem occurring if python 3 is the standard interpreter (fixes #33)
- Fix a problem occurring if the input PDF file contains special characters like "#" (fixes #34)
Tested with
-----------
- Operating system: FreeBSD 9.1
- Dependencies:
- parallel 20130222
- poppler-utils 0.22.2
- ImageMagick 6.8.0-7 2013-03-30
- Unpaper 0.3
- tesseract 3.02.02
- Python 2.7.3
- pdftk 1.45
- ghostcript (gs): 9.06
- java: openjdk version "1.7.0_17"
v1.1-stable (2014-01-06):
====
New features
------------
- N/A
Changes
-------
- N/A
Fixes
-----
- Fixed syntax error (bashism) leading to an error message on certain systems (fixes #42)
Tested with
-----------
- Operating system: FreeBSD 9.1
- Dependencies:
- poppler-utils 0.22.2
- ImageMagick 6.8.0-7 2013-03-30
- Unpaper 0.3
- tesseract 3.02.02
- Python 2.7.3
- pdftk 1.45
- ghostcript (gs): 9.06
- java: openjdk version "1.7.0_17"
v1.0-stable (2013-05-06):
====
New features
------------
- In debug mode: compute and echo time required for processing (fixes #26)
Changes
-------
- Removed feature to add metadata in final pdf file (because it lead to to final PDF file that does not comply to the PDF/A-1 format)
- Removed feature to set same owner & permissions in final PDF file than in input file
- Removed many unused jhove files (e.g. documentation, *.java and *.class files)
Fixes
-----
- Correction to handle correctly path and input PDF files having spaces (fixes #31)
- Resolutions (x/y) that are nearly equal are now supported (fixes #25)
- Fix compatibility issue with Ubuntu server 12.04 / Ubuntu server 10.04 / Linux Mint 13 Maya and probably other Linux distributions (fixes #27)
- Commit missing jhove files (*.jar mainly) due to wrong .gitignore
Tested with
-----------
- Operating system: FreeBSD 9.1
- Dependencies:
- poppler-utils 0.22.2
- ImageMagick 6.8.0-7 2013-03-30
- Unpaper 0.3
- tesseract 3.02.02
- Python 2.7.3
- pdftk 1.45
- ghostcript (gs): 9.06
- java: openjdk version "1.7.0_17"
v1.0-rc2 (2013-04-29):
====
New features
------------
- Keep temporary files if debug mode is set (fixes #22)
- Set same owner & permissions in final PDF file than in input file (fixes #9)
- Added metadata in final pdf file (fixes #4)
Changes
-------
- N/A
Fixes
-----
- Fixed wrong image cropping when deskew option is activated
- Exit with error message if page size is not found in hocr file (fixes #21)
- Various minor fixes in log messages
Tested with
-----------
- Operating system: FreeBSD 9.1
- Dependencies:
- poppler-utils 0.22.2
- ImageMagick 6.8.0-7 2013-03-30
- Unpaper 0.3
- tesseract 3.02.02
- Python 2.7.3
- pdftk 1.45
- ghostcript (gs): 9.06
- java: openjdk version "1.7.0_17"
v1.0-rc1 (2013-04-26):
====
New features
------------
- First release candidate
Changes
-------
- N/A
Fixes
-----
- N/A
Tested with
-----------
- Operating system: FreeBSD 9.1
- Dependencies:
- poppler-utils 0.22.2
- ImageMagick 6.8.0-7 2013-03-30
- Unpaper 0.3
- tesseract 3.02.02
- Python 2.7.3
- pdftk 1.45
- ghostcript (gs): 9.06
- java: openjdk version "1.7.0_17"
+452
View File
@@ -0,0 +1,452 @@
RELEASE NOTES
=============
Please always read this file before installing the package
Download software here: https://github.com/fritz-hh/OCRmyPDF/tags
v3.0-rc2:
=========
New features
------------
- Easier installation with Python's package manager
- Now installs ``ocrmypdf`` to ``/usr/local/bin`` or equivalent for system-wide
access
- Tesseract 3.03 PDF page can be used instead for better positioning
of recognized text (``--pdf-renderer tesseract``)
- Improved command line syntax and usage help (``--help``)
- PDF metadata (title, author, keywords) are now transferred to the
output PDF
- PDF metadata can also be set from the command line (``--title``, etc.)
- Added test cases to confirm everything is working
- Added option to skip extremely large pages that take too long to OCR and are
often not OCRable (e.g. large scanned maps or diagrams); other pages are still
processed (``--skip-big``)
- Added option to kill Tesseract OCR process if it seems to be taking too long on
a page, while still processing other pages (``--tesseract-timeout``)
Changes
-------
- New, robust rewrite in Python 3.4+ with ruffus_ pipelines
- Now uses Ghostscript 9.14's improved color conversion model
- All "tasks" in the pipeline can be executed in parallel on any
available CPUs, increasing performance
- The ``-o DPI`` argument has been phased out, in favor of ``--oversample DPI``
- Removed several dependencies, so it's easier to install. We no
longer use:
- GNU parallel_
- ImageMagick_
- Python 2.7
- shell scripts
- Some new external dependencies are required:
- MuPDF_ tools
- Ghostscript 9.14+
- Unpaper_ 6.1 (optional)
- some automatically managed Python dependencies
.. _ruffus: http://www.ruffus.org.uk/index.html
.. _parallel: https://www.gnu.org/software/parallel/
.. _ImageMagick: http://www.imagemagick.org/script/index.php
.. _MuPDF: http://mupdf.com/docs/
.. _Unpaper: https://github.com/Flameeyes/unpaper
Compatibility notes
-------------------
- ``./OCRmyPDF.sh`` script is still available for now
- Stacking the verbosity option like ``-vvv`` is no longer supported
- The configuration file ``config.sh`` has been removed. Instead, you can
feed a file to the arguments for common settings:
::
ocrmypdf input.pdf output.pdf @settings.txt
where ``settings.txt`` contains, for example:
::
-l deu --author 'A. Merkel' --pdf-renderer tesseract
Fixes
-----
- Handling of filenames containing spaces: fixed
Notes
-----
- Some dependencies may work with lower versions than tested, so try
overriding dependencies if they are "in the way" to see if they work.
v2.2-stable (2014-09-29):
=======
New features
------------
- None
Changes
-------
- Update to jhove v1.11
- Request the python library reportlab v3.0 or newer (So that we could remove a patch to the previous version of reportlab leading to issues for some users)
Fixes
-----
- Fix bug on Mac OS X (resolution of simlink to OCRmyPDF.sh script) (thanks to jbarlow83)
- Check if the input pdf file exists before to continue
Tested with
-----------
- Operating system: FreeBSD 9.2
- Dependencies:
- parallel 20140822
- poppler-utils 0.24.5
- ImageMagick 6.8.9-4 2014-09-17
- Unpaper 0.3
- tesseract 3.02.02
- Python 2.7.8
- ghostcript (gs): 9.06
- java: openjdk version "1.7.0_65"
v2.1-stable (2014-09-20):
=========================
New features
------------
- None
Changes
-------
- None
Fixes
-----
- Allow execution via simlink
- Add support for tesseract 3.03
- Add support for newer version of reportlab
- Lowered minimum version of gnu parallel
- Various typo
Tested with
-----------
- Operating system: FreeBSD 9.1
- Dependencies:
- parallel 20130222
- poppler-utils 0.22.2
- ImageMagick 6.8.0-7 2013-03-30
- Unpaper 0.3
- tesseract 3.02.02
- Python 2.7.3
- ghoscript (gs): 9.06
- java: openjdk version "1.7.0\_17"
v2.0-stable (2014-01-25):
=========================
New features
------------
- Check if the language(s) passed using the -l option is supported by
tesseract (fixes #60)
Changes
-------
- Allow OCRmyPDF to be used with tesseract 3.02.01, even though OCR
might fail for few PDF file (see issue #28). Rationale: For some
linux distribution, no newer version than tesseract 3.02.01 is
available
Fixes
-----
- More robust algorithm for checking the version of the installed
tesseract package
Tested with
-----------
- Operating system: FreeBSD 9.1
- Dependencies:
- parallel 20130222
- poppler-utils 0.22.2
- ImageMagick 6.8.0-7 2013-03-30
- Unpaper 0.3
- tesseract 3.02.02
- Python 2.7.3
- ghoscript (gs): 9.06
- java: openjdk version "1.7.0\_17"
v2.0-rc2 (2014-01-16):
======================
New features
------------
- None
Changes
-------
- Size reduction of final PDF file: (fixes #50)
- Support for monochrome (Black&White) images (massive size reduction
in final PDF: >80%)
- Reduced size of grayscale images (by 13% on test PDF file)
- Preventing fi, fl ligatures does not require anymore to pass an
additional config file to tesseract using the -C option (fixes #58)
- Location of temporary folder according to content of environment
variable TMPDIR.
- Dependency to pdftk removed
- Check for compatible versions of dependencies: (fixes #51)
- parallel and tesseract
- python libraries reportlab and lxml
Fixes
-----
- Improved portability with various shells (dash, bash, tcsh) and OS
(FreeBSD, MAC OSX, Linux) (fixes #59)
- Corrected bug in case the input PDF file contains a space character
(fixes #48)
- Prevent spurious error message in case there is no image in a PDF
page
- Prevent collision of temporary folder names (fixes #57)
Tested with
-----------
- Operating system: FreeBSD 9.1
- Dependencies:
- parallel 20130222
- poppler-utils 0.22.2
- ImageMagick 6.8.0-7 2013-03-30
- Unpaper 0.3
- tesseract 3.02.02
- Python 2.7.3
- ghoscript (gs): 9.06
- java: openjdk version "1.7.0\_17"
v2.0-rc1 (2014-01-07):
======================
New features
------------
- Huge performance improvement on machines having multiple CPU/cores
(processing of several pages concurrently) (fixes #18)
- By default prevent from processing a PDF file already containing
fonts (i.e. text)(it can be overridden with the -f flag) (fixes #16)
- Warn if the resolution is too low to get reasonable OCR results
(fixes #37)
- New option (-o) to perform automatic oversampling if the image
resolution is too low. This can improve OCR results.
- Warn if using a tesseract version older than v3.02.02 (as older
versions are known to produce invalid output) (fixes #41)
- Echo version of the installed dependencies (e.g. tesseract) in debug
mode in order to ease support (fixes #35)
- Echo the arguments passed to the script in debug mode to ease support
Changes
-------
- In debug mode: The debug page is now placed after the respective
"normal" page
- Reduced disk space usage in temporary folder if -d (deskew) or -c
(cleanup) options are not selected
- New file src/config.sh containing various configuration parameters
- Documentation of the tesseract config file "tess-cfg/no\_ligature"
improved
- Improved consistency of the temporary file names
Fixes
-----
- Improved robustness:
- in case vertical resolution differs from horizontal resolution (fixes
#38)
- in case a PDF page contains more than one image (fixes #36)
- Fix a problem occurring if python 3 is the standard interpreter
(fixes #33)
- Fix a problem occurring if the input PDF file contains special
characters like "#" (fixes #34)
Tested with
-----------
- Operating system: FreeBSD 9.1
- Dependencies:
- parallel 20130222
- poppler-utils 0.22.2
- ImageMagick 6.8.0-7 2013-03-30
- Unpaper 0.3
- tesseract 3.02.02
- Python 2.7.3
- pdftk 1.45
- ghoscript (gs): 9.06
- java: openjdk version "1.7.0\_17"
v1.1-stable (2014-01-06):
=========================
New features
------------
- N/A
Changes
-------
- N/A
Fixes
-----
- Fixed syntax error (bashism) leading to an error message on certain
systems (fixes #42)
Tested with
-----------
- Operating system: FreeBSD 9.1
- Dependencies:
- poppler-utils 0.22.2
- ImageMagick 6.8.0-7 2013-03-30
- Unpaper 0.3
- tesseract 3.02.02
- Python 2.7.3
- pdftk 1.45
- ghoscript (gs): 9.06
- java: openjdk version "1.7.0\_17"
v1.0-stable (2013-05-06):
=========================
New features
------------
- In debug mode: compute and echo time required for processing (fixes
#26)
Changes
-------
- Removed feature to add metadata in final pdf file (because it lead to
to final PDF file that does not comply to the PDF/A-1 format)
- Removed feature to set same owner & permissions in final PDF file
than in input file
- Removed many unused jhove files (e.g. documentation, \*.java and
\*.class files)
Fixes
-----
- Correction to handle correctly path and input PDF files having spaces
(fixes #31)
- Resolutions (x/y) that are nearly equal are now supported (fixes #25)
- Fix compatibility issue with Ubuntu server 12.04 / Ubuntu server
10.04 / Linux Mint 13 Maya and probably other Linux distributions
(fixes #27)
- Commit missing jhove files (\*.jar mainly) due to wrong .gitignore
Tested with
-----------
- Operating system: FreeBSD 9.1
- Dependencies:
- poppler-utils 0.22.2
- ImageMagick 6.8.0-7 2013-03-30
- Unpaper 0.3
- tesseract 3.02.02
- Python 2.7.3
- pdftk 1.45
- ghoscript (gs): 9.06
- java: openjdk version "1.7.0\_17"
v1.0-rc2 (2013-04-29):
======================
New features
------------
- Keep temporary files if debug mode is set (fixes #22)
- Set same owner & permissions in final PDF file than in input file
(fixes #9)
- Added metadata in final pdf file (fixes #4)
Changes
-------
- N/A
Fixes
-----
- Fixed wrong image cropping when deskew option is activated
- Exit with error message if page size is not found in hocr file (fixes
#21)
- Various minor fixes in log messages
Tested with
-----------
- Operating system: FreeBSD 9.1
- Dependencies:
- poppler-utils 0.22.2
- ImageMagick 6.8.0-7 2013-03-30
- Unpaper 0.3
- tesseract 3.02.02
- Python 2.7.3
- pdftk 1.45
- ghoscript (gs): 9.06
- java: openjdk version "1.7.0\_17"
v1.0-rc1 (2013-04-26):
======================
New features
------------
- First release candidate
Changes
-------
- N/A
Fixes
-----
- N/A
Tested with
-----------
- Operating system: FreeBSD 9.1
- Dependencies:
- poppler-utils 0.22.2
- ImageMagick 6.8.0-7 2013-03-30
- Unpaper 0.3
- tesseract 3.02.02
- Python 2.7.3
- pdftk 1.45
- ghoscript (gs): 9.06
- java: openjdk version "1.7.0\_17"
View File
+51
View File
@@ -0,0 +1,51 @@
#!/usr/bin/env python3
# © 2015 James R. Barlow: github.com/jbarlow83
from tempfile import NamedTemporaryFile
from subprocess import Popen, PIPE, check_call
from shutil import copy
def rasterize_pdf(input_file, output_file, xres, yres, raster_device, log):
with NamedTemporaryFile(delete=True) as tmp:
args_gs = [
'gs',
'-dBATCH', '-dNOPAUSE',
'-sDEVICE=%s' % raster_device,
'-o', tmp.name,
'-r{0}x{1}'.format(str(xres), str(yres)),
input_file
]
p = Popen(args_gs, close_fds=True, stdout=PIPE, stderr=PIPE,
universal_newlines=True)
stdout, stderr = p.communicate()
if stdout:
log.debug(stdout)
if stderr:
log.error(stderr)
if p.returncode == 0:
copy(tmp.name, output_file)
else:
log.error('Ghostscript rendering failed')
def generate_pdfa(pdf_pages, output_file):
with NamedTemporaryFile(delete=True) as gs_pdf:
args_gs = [
"gs",
"-dQUIET",
"-dBATCH",
"-dNOPAUSE",
"-sDEVICE=pdfwrite",
"-sColorConversionStrategy=/RGB",
"-sProcessColorModel=DeviceRGB",
"-dPDFA",
"-sPDFACompatibilityPolicy=2",
"-sOutputICCProfile=srgb.icc",
"-sOutputFile=" + gs_pdf.name,
]
args_gs.extend(pdf_pages)
check_call(args_gs)
copy(gs_pdf.name, output_file)
+231
View File
@@ -0,0 +1,231 @@
#!/usr/local/bin/python3
##############################################################################
# Copyright (c) 2013-14: fritz-hh from Github
# (https://github.com/fritz-hh)
#
# Copyright (c) 2010: Jonathan Brinley from Github
# (https://github.com/jbrinley/HocrConverter)
# Initial version by Jonathan Brinley, jonathanbrinley@gmail.com
##############################################################################
from reportlab.pdfgen.canvas import Canvas
from reportlab.lib.units import inch
from lxml import etree as ElementTree
from PIL import Image
from collections import namedtuple
import re
import argparse
Rect = namedtuple('Rect', ['x1', 'y1', 'x2', 'y2'])
class HocrTransformError(Exception):
pass
class HocrTransform():
"""
A class for converting documents from the hOCR format.
For details of the hOCR format, see:
http://docs.google.com/View?docid=dfxcv4vc_67g844kf
"""
def __init__(self, hocrFileName, dpi):
self.dpi = dpi
self.boxPattern = re.compile(r'bbox((\s+\d+){4})')
self.hocr = ElementTree.ElementTree()
self.hocr.parse(hocrFileName)
# if the hOCR file has a namespace, ElementTree requires its use to
# find elements
matches = re.match(r'({.*})html', self.hocr.getroot().tag)
self.xmlns = ''
if matches:
self.xmlns = matches.group(1)
# get dimension in pt (not pixel!!!!) of the OCRed image
self.width, self.height = None, None
for div in self.hocr.findall(
".//%sdiv[@class='ocr_page']" % (self.xmlns)):
coords = self.element_coordinates(div)
pt_coords = self.pt_from_pixel(coords)
self.width = pt_coords.x2 - pt_coords.x1
self.height = pt_coords.y2 - pt_coords.y1
# there shouldn't be more than one, and if there is, we don't want
# it
break
if self.width is None or self.height is None:
raise HocrTransformError("hocr file is missing page dimensions")
def __str__(self):
"""
Return the textual content of the HTML body
"""
if self.hocr is None:
return ''
body = self.hocr.find(".//%sbody" % (self.xmlns))
if body:
return self._get_element_text(body)
else:
return ''
def _get_element_text(self, element):
"""
Return the textual content of the element and its children
"""
text = ''
if element.text is not None:
text += element.text
for child in element.getchildren():
text += self._get_element_text(child)
if element.tail is not None:
text += element.tail
return text
def element_coordinates(self, element):
"""
Returns a tuple containing the coordinates of the bounding box around
an element
"""
out = (0, 0, 0, 0)
if 'title' in element.attrib:
matches = self.boxPattern.search(element.attrib['title'])
if matches:
coords = matches.group(1).split()
out = Rect._make(int(coords[n]) for n in range(4))
return out
def pt_from_pixel(self, pxl):
"""
Returns the quantity in PDF units (pt) given quantity in pixels
"""
return Rect._make(
(c / self.dpi * inch) for c in pxl)
def replace_unsupported_chars(self, s):
"""
Given an input string, returns the corresponding string that:
- is available in the helvetica facetype
- does not contain any ligature (to allow easy search in the PDF file)
"""
# The 'u' before the character to replace indicates that it is a
# unicode character
s = s.replace(u"", "fl")
s = s.replace(u"", "fi")
return s
def to_pdf(self, outFileName, imageFileName=None, showBoundingboxes=False,
fontname="Helvetica", invisibleText=False):
"""
Creates a PDF file with an image superimposed on top of the text.
Text is positioned according to the bounding box of the lines in
the hOCR file.
The image need not be identical to the image used to create the hOCR
file.
It can have a lower resolution, different color mode, etc.
"""
# create the PDF file
# page size in points (1/72 in.)
pdf = Canvas(
outFileName, pagesize=(self.width, self.height), pageCompression=1)
# draw bounding box for each paragraph
# light blue for bounding box of paragraph
pdf.setStrokeColorRGB(0, 1, 1)
# light blue for bounding box of paragraph
pdf.setFillColorRGB(0, 1, 1)
pdf.setLineWidth(0) # no line for bounding box
for elem in self.hocr.findall(
".//%sp[@class='%s']" % (self.xmlns, "ocr_par")):
elemtxt = self._get_element_text(elem).rstrip()
if len(elemtxt) == 0:
continue
pxl_coords = self.element_coordinates(elem)
pt = self.pt_from_pixel(pxl_coords)
# draw the bbox border
if showBoundingboxes:
pdf.rect(
pt.x1, self.height - pt.y2, pt.x2 - pt.x1, pt.y2 - pt.y1,
fill=1)
# check if element with class 'ocrx_word' are available
# otherwise use 'ocr_line' as fallback
elemclass = "ocr_line"
if self.hocr.find(
".//%sspan[@class='ocrx_word']" % (self.xmlns)) is not None:
elemclass = "ocrx_word"
# itterate all text elements
# light green for bounding box of word/line
pdf.setStrokeColorRGB(1, 0, 0)
pdf.setLineWidth(0.5) # bounding box line width
pdf.setDash(6, 3) # bounding box is dashed
pdf.setFillColorRGB(0, 0, 0) # text in black
for elem in self.hocr.findall(
".//%sspan[@class='%s']" % (self.xmlns, elemclass)):
elemtxt = self._get_element_text(elem).rstrip()
elemtxt = self.replace_unsupported_chars(elemtxt)
if len(elemtxt) == 0:
continue
pxl_coords = self.element_coordinates(elem)
pt = self.pt_from_pixel(pxl_coords)
# draw the bbox border
if showBoundingboxes:
pdf.rect(
pt.x1, self.height - pt.y2, pt.x2 - pt.x1, pt.y2 - pt.y1,
fill=0)
text = pdf.beginText()
fontsize = pt.y2 - pt.y1
text.setFont(fontname, fontsize)
if invisibleText:
text.setTextRenderMode(3) # Invisible (indicates OCR text)
# set cursor to bottom left corner of bbox (adjust for dpi)
text.setTextOrigin(pt.x1, self.height - pt.y2)
# scale the width of the text to fill the width of the bbox
text.setHorizScale(
100 * (pt.x2 - pt.x1) / pdf.stringWidth(
elemtxt, fontname, fontsize))
# write the text to the page
text.textLine(elemtxt)
pdf.drawText(text)
# put the image on the page, scaled to fill the page
if imageFileName is not None:
pdf.drawImage(imageFileName, 0, 0,
width=self.width, height=self.height)
# finish up the page and save it
pdf.showPage()
pdf.save()
if __name__ == "__main__":
parser = argparse.ArgumentParser(description='Convert hocr file to PDF')
parser.add_argument('-b', '--boundingboxes', action="store_true",
default=False, help='Show bounding boxes borders')
parser.add_argument('-r', '--resolution', type=int,
default=300,
help='Resolution of the image that was OCRed')
parser.add_argument('-i', '--image', default=None,
help='Path to the image to be placed above the text')
parser.add_argument('hocrfile', help='Path to the hocr file to be parsed')
parser.add_argument(
'outputfile', help='Path to the PDF file to be generated')
args = parser.parse_args()
hocr = HocrTransform(args.hocrfile, args.resolution)
hocr.to_pdf(args.outputfile, args.image, args.boundingboxes)
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#!/usr/bin/env python2
# -*- coding: utf-8 -*-
#
# © 2013-15: jbarlow83 from Github (https://github.com/jbarlow83)
#
#
# Use Leptonica to detect find and remove page skew. Leptonica uses the method
# of differential square sums, which its author claim is faster and more robust
# than the Hough transform used by ImageMagick.
from __future__ import print_function, absolute_import, division
import argparse
import ctypes as C
import sys
import os
import logging
from tempfile import TemporaryFile
logger = logging.getLogger(__name__)
def stderr(*objs):
"""Python 2/3 compatible print to stderr.
"""
print("leptonica.py:", *objs, file=sys.stderr)
from ctypes.util import find_library
lept_lib = find_library('lept')
if not lept_lib:
stderr("Could not find the Leptonica library")
sys.exit(3)
try:
lept = C.cdll.LoadLibrary(lept_lib)
except Exception:
stderr("Could not load the Leptonica library from %s", lept_lib)
sys.exit(3)
class _PIXCOLORMAP(C.Structure):
"""struct PixColormap from Leptonica src/pix.h
"""
_fields_ = [
("array", C.c_void_p),
("depth", C.c_int32),
("nalloc", C.c_int32),
("n", C.c_int32)
]
class _PIX(C.Structure):
"""struct Pix from Leptonica src/pix.h
"""
_fields_ = [
("w", C.c_uint32),
("h", C.c_uint32),
("d", C.c_uint32),
("wpl", C.c_uint32),
("refcount", C.c_uint32),
("xres", C.c_int32),
("yres", C.c_int32),
("informat", C.c_int32),
("text", C.POINTER(C.c_char)),
("colormap", C.POINTER(_PIXCOLORMAP)),
("data", C.POINTER(C.c_uint32))
]
PIX = C.POINTER(_PIX)
lept.pixRead.argtypes = [C.c_char_p]
lept.pixRead.restype = PIX
lept.pixScale.argtypes = [PIX, C.c_float, C.c_float]
lept.pixScale.restype = PIX
lept.pixDeskew.argtypes = [PIX, C.c_int32]
lept.pixDeskew.restype = PIX
lept.pixFindSkew.argtypes = [PIX, C.POINTER(C.c_float), C.POINTER(C.c_float)]
lept.pixFindSkew.restype = C.c_int32
lept.pixWriteImpliedFormat.argtypes = [C.c_char_p, PIX, C.c_int32, C.c_int32]
lept.pixWriteImpliedFormat.restype = C.c_int32
lept.pixDestroy.argtypes = [C.POINTER(PIX)]
lept.pixDestroy.restype = None
lept.getLeptonicaVersion.argtypes = []
lept.getLeptonicaVersion.restype = C.c_char_p
class LeptonicaErrorTrap(object):
"""Context manager to trap errors reported by Leptonica.
Leptonica's error return codes are unreliable to the point of being
almost useless. It does, however, write errors to stderr provided that is
not disabled at its compile time. Fortunately this is done using error
macros so it is very self-consistent.
This context manager redirects stderr to a temporary file which is then
read and parsed for error messages. As a side benefit, debug messages
from Leptonica are also suppressed.
"""
def __enter__(self):
self.tmpfile = TemporaryFile()
# Save the old stderr, and redirect stderr to temporary file
self.old_stderr_fileno = os.dup(sys.stderr.fileno())
os.dup2(self.tmpfile.fileno(), sys.stderr.fileno())
return
def __exit__(self, exc_type, exc_value, traceback):
# Restore old stderr
os.dup2(self.old_stderr_fileno, sys.stderr.fileno())
# Get data from tmpfile (in with block to ensure it is closed)
with self.tmpfile as tmpfile:
tmpfile.seek(0) # Cursor will be at end, so move back to beginning
leptonica_output = tmpfile.read().decode(errors='replace')
# If there are Python errors, let them bubble up
if exc_type:
logger.warning(leptonica_output)
return False
# If there are Leptonica errors, wrap them in Python excpetions
if 'Error' in leptonica_output:
if 'image file not found' in leptonica_output:
raise FileNotFoundError()
if 'pixWrite: stream not opened' in leptonica_output:
raise LeptonicaIOError()
raise LeptonicaError(leptonica_output)
return False
class LeptonicaError(Exception):
pass
class LeptonicaIOError(LeptonicaError):
pass
def pixRead(filename):
"""Load an image file into a PIX object.
Leptonica can load TIFF, PNM (PBM, PGM, PPM), PNG, and JPEG. If loading
fails then the object will wrap a C null pointer.
"""
with LeptonicaErrorTrap():
return lept.pixRead(filename.encode(sys.getfilesystemencoding()))
def pixScale(pix, scalex, scaley):
"""Returns the pix object rescaled according to the proportions given."""
with LeptonicaErrorTrap():
return lept.pixScale(pix, scalex, scaley)
def pixDeskew(pix, reduction_factor=0):
"""Returns the deskewed pix object.
A clone of the original is returned when the algorithm cannot find a skew
angle with sufficient confidence.
reduction_factor -- amount to downsample (0 for default) when searching
for skew angle
"""
with LeptonicaErrorTrap():
return lept.pixDeskew(pix, reduction_factor)
def pixFindSkew(pix):
"""Returns a tuple (deskew angle in degrees, confidence value).
Returns (None, None) if no angle is available.
"""
with LeptonicaErrorTrap():
angle = C.c_float(0.0)
confidence = C.c_float(0.0)
result = lept.pixFindSkew(pix, C.byref(angle), C.byref(confidence))
if result == 0:
return (angle.value, confidence.value)
else:
return (None, None)
def pixWriteImpliedFormat(filename, pix, jpeg_quality=0, jpeg_progressive=0):
"""Write pix to the filename, with the extension indicating format.
jpeg_quality -- quality (iff JPEG; 1 - 100, 0 for default)
jpeg_progressive -- (iff JPEG; 0 for baseline seq., 1 for progressive)
"""
fileroot, extension = os.path.splitext(filename)
fix_pnm = False
if extension.lower() in ('.pbm', '.pgm', '.ppm'):
# Leptonica does not process handle these extensions correctly, but
# does handle .pnm correctly. Add another .pnm suffix.
filename += '.pnm'
fix_pnm = True
with LeptonicaErrorTrap():
lept.pixWriteImpliedFormat(
filename.encode(sys.getfilesystemencoding()),
pix, jpeg_quality, jpeg_progressive)
if fix_pnm:
from shutil import move
move(filename, filename[:-4]) # Remove .pnm suffix
def pixDestroy(pix):
"""Destroy the pix object.
Function signature is pixDestroy(struct Pix **), hence C.byref() to pass
the address of the pointer.
"""
with LeptonicaErrorTrap():
lept.pixDestroy(C.byref(pix))
def getLeptonicaVersion():
"""Get Leptonica version string.
Caveat: Leptonica expects the caller to free this memory. We don't,
since that would involve binding to libc to access libc.free(),
a pointless effort to reclaim 100 bytes of memory.
"""
return lept.getLeptonicaVersion().decode()
def deskew(infile, outfile, dpi):
try:
pix_source = pixRead(infile)
except LeptonicaIOError:
raise LeptonicaIOError("Failed to open file: %s" % infile)
if dpi < 150:
reduction_factor = 1 # Don't downsample too much if DPI is already low
else:
reduction_factor = 0 # Use default
pix_deskewed = pixDeskew(pix_source, reduction_factor)
try:
pixWriteImpliedFormat(outfile, pix_deskewed)
except LeptonicaIOError:
raise LeptonicaIOError("Failed to open destination file: %s" % outfile)
pixDestroy(pix_source)
pixDestroy(pix_deskewed)
if __name__ == '__main__':
parser = argparse.ArgumentParser(
description="Python wrapper to access Leptonica")
subparsers = parser.add_subparsers(title='commands',
description='supported operations')
parser_deskew = subparsers.add_parser('deskew')
parser_deskew.add_argument('-r', '--dpi', dest='dpi', action='store',
type=int, default=300, help='input resolution')
parser_deskew.add_argument('infile', help='image to deskew')
parser_deskew.add_argument('outfile', help='deskewed output image')
parser_deskew.set_defaults(func=deskew)
args = parser.parse_args()
if getLeptonicaVersion() != u'leptonica-1.69':
print("Unexpected leptonica version: %s" % getLeptonicaVersion())
args.func(args)
def _test_output(mode, extension, im_format):
from PIL import Image
from tempfile import NamedTemporaryFile
with NamedTemporaryFile(prefix='test-lept-pnm', suffix=extension, delete=True) as tmpfile:
im = Image.new(mode=mode, size=(100, 100))
im.save(tmpfile)
pix = pixRead(tmpfile.name)
pixWriteImpliedFormat(tmpfile.name, pix)
pixDestroy(pix)
im_roundtrip = Image.open(tmpfile.name)
assert im_roundtrip.mode == im.mode, "leptonica mode differs"
assert im_roundtrip.format == im_format, \
"{0}: leptonica produced a {1}".format(
extension,
im_roundtrip.format)
def test_pnm_output():
params = [['1', '.pbm', 'PPM'], ['L', '.pgm', 'PPM'],
['RGB', '.ppm', 'PPM']]
for param in params:
_test_output(*param)
def test_skew_angle():
from PIL import Image, ImageDraw
from tempfile import NamedTemporaryFile
im = Image.new(mode='1', size=(1000, 1000), color=1)
draw = ImageDraw.Draw(im)
for n in range(20):
draw.line([(50, 25 + 50*n), (950, 25 + 50*n)], width=1)
del draw
test_angles = [0.1 * ang for ang in range(1, 10)] + \
[float(ang) for ang in range(1, 7)]
test_angles += [-ang for ang in test_angles]
test_angles = sorted(test_angles)
for rotate_angle in test_angles:
rotated_im = im.rotate(rotate_angle)
with NamedTemporaryFile(prefix='lept-skew', suffix='.png', delete=True) as tmpfile:
rotated_im.save(tmpfile)
pix = pixRead(tmpfile.name)
angle, confidence = pixFindSkew(pix)
pixDestroy(pix)
print('{0} {1} {2}'.format(rotate_angle, angle, confidence), file=sys.stderr)
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#!/usr/bin/env python3
# © 2015 James R. Barlow: github.com/jbarlow83
from contextlib import suppress
from tempfile import NamedTemporaryFile, mkdtemp
import sys
import os
import fileinput
import re
import shutil
import warnings
import multiprocessing
import atexit
import textwrap
import PyPDF2 as pypdf
from PIL import Image
from subprocess import Popen, check_call, PIPE, CalledProcessError, \
TimeoutExpired
try:
from subprocess import DEVNULL
except ImportError:
DEVNULL = open(os.devnull, 'wb')
from ruffus import transform, suffix, merge, active_if, regex, jobs_limit, \
formatter, follows, split, collate, check_if_uptodate
import ruffus.cmdline as cmdline
from .hocrtransform import HocrTransform
from .pageinfo import pdf_get_all_pageinfo
from .pdfa import generate_pdfa_def
from . import ghostscript
from . import tesseract
warnings.simplefilter('ignore', pypdf.utils.PdfReadWarning)
BASEDIR = os.path.dirname(os.path.realpath(__file__))
JHOVE_PATH = os.path.realpath(os.path.join(BASEDIR, 'jhove'))
JHOVE_JAR = os.path.join(JHOVE_PATH, 'bin', 'JhoveApp.jar')
JHOVE_CFG = os.path.join(JHOVE_PATH, 'conf', 'jhove.conf')
EXIT_BAD_ARGS = 1
EXIT_BAD_INPUT_FILE = 2
EXIT_MISSING_DEPENDENCY = 3
EXIT_INVALID_OUTPUT_PDFA = 4
EXIT_FILE_ACCESS_ERROR = 5
EXIT_ALREADY_DONE_OCR = 6
EXIT_OTHER_ERROR = 15
# -------------
# External dependencies
MINIMUM_TESS_VERSION = '3.02.02'
def complain(message):
print(textwrap.wrap(message), file=sys.stderr)
if tesseract.version() < MINIMUM_TESS_VERSION:
complain(
"Please install tesseract {0} or newer "
"(currently installed version is {1})".format(
MINIMUM_TESS_VERSION, tesseract.version()))
sys.exit(EXIT_MISSING_DEPENDENCY)
# -------------
# Parser
parser = cmdline.get_argparse(
prog="ocrmypdf",
description="Generate searchable PDF file from an image-only PDF file.",
version='3.0rc2',
fromfile_prefix_chars='@',
ignored_args=[
'touch_files_only', 'recreate_database', 'checksum_file_name',
'key_legend_in_graph', 'draw_graph_horizontally', 'flowchart_format',
'forced_tasks', 'target_tasks'])
parser.add_argument(
'input_file',
help="PDF file containing the images to be OCRed")
parser.add_argument(
'output_file',
help="output searchable PDF file")
parser.add_argument(
'-l', '--language', action='append',
help="language of the file to be OCRed")
metadata = parser.add_argument_group(
"Metadata options",
"Set output PDF/A metadata (default: use input document's title)")
metadata.add_argument(
'--title', type=str,
help="set document title (place multiple words in quotes)")
metadata.add_argument(
'--author', type=str,
help="set document author")
metadata.add_argument(
'--subject', type=str,
help="set document")
metadata.add_argument(
'--keywords', type=str,
help="set document keywords")
preprocessing = parser.add_argument_group(
"Preprocessing options",
"Improve OCR quality and final image")
preprocessing.add_argument(
'-d', '--deskew', action='store_true',
help="deskew each page before performing OCR")
preprocessing.add_argument(
'-c', '--clean', action='store_true',
help="clean pages with unpaper before performing OCR")
preprocessing.add_argument(
'-i', '--clean-final', action='store_true',
help="incorporate the cleaned image in the final PDF file")
preprocessing.add_argument(
'--oversample', metavar='DPI', type=int, default=0,
help="oversample images to improve OCR results slightly")
parser.add_argument(
'-f', '--force-ocr', action='store_true',
help="force image into OCR, even if the page already contains text")
parser.add_argument(
'-s', '--skip-text', action='store_true',
help="skip OCR on any pages that already contain text")
parser.add_argument(
'--skip-big', type=float, metavar='MPixels',
help="skip OCR on pages larger than the specified amount of megapixels")
# parser.add_argument(
# '--exact-image', action='store_true',
# help="Use original page from PDF without re-rendering")
advanced = parser.add_argument_group(
"Advanced",
"Advanced options for power users")
advanced.add_argument(
'--tesseract-config', default=[], type=list, action='append',
help="additional Tesseract configuration files")
advanced.add_argument(
'--pdf-renderer', choices=['tesseract', 'hocr'], default='hocr',
help='choose OCR PDF renderer')
advanced.add_argument(
'--tesseract-timeout', default=180.0, type=float,
help='give up on OCR after timeout')
debugging = parser.add_argument_group(
"Debugging",
"Arguments to help with troubleshooting and debugging")
debugging.add_argument(
'-k', '--keep-temporary-files', action='store_true',
help="keep temporary files (helpful for debugging)")
debugging.add_argument(
'-g', '--debug-rendering', action='store_true',
help="render each page twice with debug information on second page")
options = parser.parse_args()
# ----------
# Languages
if not options.language:
options.language = ['eng'] # Enforce English hegemony
# Support v2.x "eng+deu" language syntax
if '+' in options.language[0]:
options.language = options.language[0].split('+')
if not set(options.language).issubset(tesseract.languages()):
complain(
"The installed version of tesseract does not have language "
"data for the following requested languages: ")
for lang in (set(options.language) - tesseract.languages()):
complain(lang, file=sys.stderr)
sys.exit(EXIT_BAD_ARGS)
# ----------
# Arguments
if any((options.deskew, options.clean, options.clean_final)):
try:
from . import unpaper
except ImportError:
complain(
"Install the 'unpaper' program to use --deskew or --clean.")
sys.exit(EXIT_BAD_ARGS)
else:
unpaper = None
if options.debug_rendering and options.pdf_renderer == 'tesseract':
complain(
"Ignoring --debug-rendering because it is not supported with"
"--pdf-renderer=tesseract.")
if options.force_ocr and options.skip_text:
complain(
"Error: --force-ocr and --skip-text are mutually incompatible.")
sys.exit(EXIT_BAD_ARGS)
if options.clean and not options.clean_final \
and options.pdf_renderer == 'tesseract':
complain(
"Tesseract PDF renderer cannot render --clean pages without "
"also performing --clean-final, so --clean-final is assumed.")
# ----------
# Logging
_logger, _logger_mutex = cmdline.setup_logging(__name__, options.log_file,
options.verbose)
class WrappedLogger:
def __init__(self, my_logger, my_mutex):
self.logger = my_logger
self.mutex = my_mutex
def log(self, *args, **kwargs):
with self.mutex:
self.logger.log(*args, **kwargs)
def debug(self, *args, **kwargs):
with self.mutex:
self.logger.debug(*args, **kwargs)
def info(self, *args, **kwargs):
with self.mutex:
self.logger.info(*args, **kwargs)
def warning(self, *args, **kwargs):
with self.mutex:
self.logger.warning(*args, **kwargs)
def error(self, *args, **kwargs):
with self.mutex:
self.logger.error(*args, **kwargs)
def critical(self, *args, **kwargs):
with self.mutex:
self.logger.critical(*args, **kwargs)
_log = WrappedLogger(_logger, _logger_mutex)
def re_symlink(input_file, soft_link_name, log=_log):
"""
Helper function: relinks soft symbolic link if necessary
"""
# Guard against soft linking to oneself
if input_file == soft_link_name:
log.debug("Warning: No symbolic link made. You are using " +
"the original data directory as the working directory.")
return
# Soft link already exists: delete for relink?
if os.path.lexists(soft_link_name):
# do not delete or overwrite real (non-soft link) file
if not os.path.islink(soft_link_name):
raise Exception("%s exists and is not a link" % soft_link_name)
try:
os.unlink(soft_link_name)
except:
log.debug("Can't unlink %s" % (soft_link_name))
if not os.path.exists(input_file):
raise Exception("trying to create a broken symlink to %s" % input_file)
log.debug("os.symlink(%s, %s)" % (input_file, soft_link_name))
# Create symbolic link using absolute path
os.symlink(
os.path.abspath(input_file),
soft_link_name
)
# -------------
# The Pipeline
manager = multiprocessing.Manager()
_pdfinfo = manager.list()
_pdfinfo_lock = manager.Lock()
work_folder = mkdtemp(prefix="com.github.ocrmypdf.")
@atexit.register
def cleanup_working_files(*args):
if options.keep_temporary_files:
print("Temporary working files saved at:")
print(work_folder)
else:
with suppress(FileNotFoundError):
shutil.rmtree(work_folder)
@transform(
input=options.input_file,
filter=suffix('.pdf'),
output='.repaired.pdf',
output_dir=work_folder,
extras=[_log, _pdfinfo, _pdfinfo_lock])
def repair_pdf(
input_file,
output_file,
log,
pdfinfo,
pdfinfo_lock):
args_mutool = [
'mutool', 'clean',
input_file, output_file
]
check_call(args_mutool)
with pdfinfo_lock:
pdfinfo.extend(pdf_get_all_pageinfo(output_file))
log.info(pdfinfo)
def get_pageinfo(input_file, pdfinfo, pdfinfo_lock):
pageno = int(os.path.basename(input_file)[0:6]) - 1
with pdfinfo_lock:
pageinfo = pdfinfo[pageno].copy()
return pageinfo
def is_ocr_required(pageinfo, log):
page = pageinfo['pageno'] + 1
ocr_required = True
if not pageinfo['images']:
# If the page has no images, then it contains vector content or text
# or both. It seems quite unlikely that one would find meaningful text
# from rasterizing vector content. So skip the page.
log.info(
"Page {0} has no images - skipping OCR".format(page)
)
ocr_required = False
elif pageinfo['has_text']:
s = "Page {0} already has text! {1}"
if not options.force_ocr and not options.skip_text:
log.error(s.format(page,
"aborting (use --force-ocr to force OCR)"))
sys.exit(EXIT_ALREADY_DONE_OCR)
elif options.force_ocr:
log.info(s.format(page,
"rasterizing text and running OCR anyway"))
ocr_required = True
elif options.skip_text:
log.info(s.format(page,
"skipping all processing on this page"))
ocr_required = False
if ocr_required and options.skip_big:
pixel_count = pageinfo['width_pixels'] * pageinfo['height_pixels']
if pixel_count > (options.skip_big * 1000000):
ocr_required = False
log.info(
"Page {0} is very large; skipping due to -b".format(page))
return ocr_required
@split(
repair_pdf,
os.path.join(work_folder, '*.page.pdf'),
extras=[_log, _pdfinfo, _pdfinfo_lock])
def split_pages(
input_file,
output_files,
log,
pdfinfo,
pdfinfo_lock):
for oo in output_files:
with suppress(FileNotFoundError):
os.unlink(oo)
args_pdfseparate = [
'pdfseparate',
input_file,
os.path.join(work_folder, '%06d.page.pdf')
]
check_call(args_pdfseparate)
from glob import glob
for filename in glob(os.path.join(work_folder, '*.page.pdf')):
pageinfo = get_pageinfo(filename, pdfinfo, pdfinfo_lock)
alt_suffix = '.ocr.page.pdf' if is_ocr_required(pageinfo, log) \
else '.skip.page.pdf'
re_symlink(
filename,
os.path.join(
work_folder,
os.path.basename(filename)[0:6] + alt_suffix))
@transform(
input=split_pages,
filter=suffix('.ocr.page.pdf'),
output='.page.png',
output_dir=work_folder,
extras=[_log, _pdfinfo, _pdfinfo_lock])
def rasterize_with_ghostscript(
input_file,
output_file,
log,
pdfinfo,
pdfinfo_lock):
pageinfo = get_pageinfo(input_file, pdfinfo, pdfinfo_lock)
device = 'png16m' # 24-bit
if all(image['comp'] == 1 for image in pageinfo['images']):
if all(image['bpc'] == 1 for image in pageinfo['images']):
device = 'pngmono'
elif not any(image['color'] == 'color'
for image in pageinfo['images']):
device = 'pnggray'
xres = max(pageinfo['xres'], options.oversample or 0)
yres = max(pageinfo['yres'], options.oversample or 0)
ghostscript.rasterize_pdf(input_file, output_file, xres, yres, device, log)
@transform(
input=rasterize_with_ghostscript,
filter=suffix(".page.png"),
output=".pp-deskew.png",
extras=[_log, _pdfinfo, _pdfinfo_lock])
def preprocess_deskew(
input_file,
output_file,
log,
pdfinfo,
pdfinfo_lock):
if not options.deskew:
re_symlink(input_file, output_file, log)
return
pageinfo = get_pageinfo(input_file, pdfinfo, pdfinfo_lock)
dpi = int(pageinfo['xres'])
unpaper.deskew(input_file, output_file, dpi, log)
@transform(
input=preprocess_deskew,
filter=suffix(".pp-deskew.png"),
output=".pp-clean.png",
extras=[_log, _pdfinfo, _pdfinfo_lock])
def preprocess_clean(
input_file,
output_file,
log,
pdfinfo,
pdfinfo_lock):
if not options.clean:
re_symlink(input_file, output_file, log)
return
pageinfo = get_pageinfo(input_file, pdfinfo, pdfinfo_lock)
dpi = int(pageinfo['xres'])
unpaper.clean(input_file, output_file, dpi, log)
@active_if(options.pdf_renderer == 'hocr')
@transform(
input=preprocess_clean,
filter=suffix(".pp-clean.png"),
output=".hocr",
extras=[_log, _pdfinfo, _pdfinfo_lock])
def ocr_tesseract_hocr(
input_file,
output_file,
log,
pdfinfo,
pdfinfo_lock):
pageinfo = get_pageinfo(input_file, pdfinfo, pdfinfo_lock)
args_tesseract = [
'tesseract',
'-l', '+'.join(options.language),
input_file,
output_file,
'hocr'
] + options.tesseract_config
p = Popen(args_tesseract, close_fds=True, stdout=PIPE, stderr=PIPE,
universal_newlines=True)
try:
stdout, stderr = p.communicate(timeout=options.tesseract_timeout)
except TimeoutExpired:
p.kill()
stdout, stderr = p.communicate()
# Generate a HOCR file with no recognized text if tesseract times out
# Temporary workaround to hocrTransform not being able to function if
# it does not have a valid hOCR file.
with open(output_file, 'w', encoding="utf-8") as f:
f.write(tesseract.HOCR_TEMPLATE.format(
pageinfo['width_pixels'],
pageinfo['height_pixels']))
else:
if stdout:
log.info(stdout)
if stderr:
log.error(stderr)
if p.returncode != 0:
raise CalledProcessError(p.returncode, args_tesseract)
if os.path.exists(output_file + '.html'):
# Tesseract 3.02 appends suffix ".html" on its own (.hocr.html)
shutil.move(output_file + '.html', output_file)
elif os.path.exists(output_file + '.hocr'):
# Tesseract 3.03 appends suffix ".hocr" on its own (.hocr.hocr)
shutil.move(output_file + '.hocr', output_file)
# Tesseract 3.03 inserts source filename into hocr file without
# escaping it, creating invalid XML and breaking the parser.
# As a workaround, rewrite the hocr file, replacing the filename
# with a space.
regex_nested_single_quotes = re.compile(
r"""title='image "([^"]*)";""")
with fileinput.input(files=(output_file,), inplace=True) as f:
for line in f:
line = regex_nested_single_quotes.sub(
r"""title='image " ";""", line)
print(line, end='') # fileinput.input redirects stdout
@active_if(options.pdf_renderer == 'hocr')
@collate(
input=[rasterize_with_ghostscript, preprocess_deskew, preprocess_clean],
filter=regex(r".*/(\d{6})(?:\.page|\.pp-deskew|\.pp-clean)\.png"),
output=os.path.join(work_folder, r'\1.image'),
extras=[_log, _pdfinfo, _pdfinfo_lock])
def select_image_for_pdf(
infiles,
output_file,
log,
pdfinfo,
pdfinfo_lock):
if options.clean_final:
image_suffix = '.pp-clean.png'
elif options.deskew:
image_suffix = '.pp-deskew.png'
else:
image_suffix = '.page.png'
image = next(ii for ii in infiles if ii.endswith(image_suffix))
pageinfo = get_pageinfo(image, pdfinfo, pdfinfo_lock)
if all(image['enc'] == 'jpeg' for image in pageinfo['images']):
# If all images were JPEGs originally, produce a JPEG as output
Image.open(image).save(output_file, format='JPEG')
else:
re_symlink(image, output_file)
@active_if(options.pdf_renderer == 'hocr')
@collate(
input=[select_image_for_pdf, ocr_tesseract_hocr],
filter=regex(r".*/(\d{6})(?:\.image|\.hocr)"),
output=os.path.join(work_folder, r'\1.rendered.pdf'),
extras=[_log, _pdfinfo, _pdfinfo_lock])
def render_hocr_page(
infiles,
output_file,
log,
pdfinfo,
pdfinfo_lock):
hocr = next(ii for ii in infiles if ii.endswith('.hocr'))
image = next(ii for ii in infiles if ii.endswith('.image'))
pageinfo = get_pageinfo(image, pdfinfo, pdfinfo_lock)
dpi = round(max(pageinfo['xres'], pageinfo['yres'], options.oversample))
hocrtransform = HocrTransform(hocr, dpi)
hocrtransform.to_pdf(output_file, imageFileName=image,
showBoundingboxes=False, invisibleText=True)
@active_if(options.pdf_renderer == 'hocr')
@active_if(options.debug_rendering)
@collate(
input=[select_image_for_pdf, ocr_tesseract_hocr],
filter=regex(r".*/(\d{6})(?:\.image|\.hocr)"),
output=os.path.join(work_folder, r'\1.debug.pdf'),
extras=[_log, _pdfinfo, _pdfinfo_lock])
def render_hocr_debug_page(
infiles,
output_file,
log,
pdfinfo,
pdfinfo_lock):
hocr = next(ii for ii in infiles if ii.endswith('.hocr'))
image = next(ii for ii in infiles if ii.endswith('.image'))
pageinfo = get_pageinfo(image, pdfinfo, pdfinfo_lock)
dpi = round(max(pageinfo['xres'], pageinfo['yres'], options.oversample))
hocrtransform = HocrTransform(hocr, dpi)
hocrtransform.to_pdf(output_file, imageFileName=None,
showBoundingboxes=True, invisibleText=False)
@active_if(options.pdf_renderer == 'tesseract')
@collate(
input=[preprocess_clean, split_pages],
filter=regex(r".*/(\d{6})(?:\.pp-clean\.png|\.page\.pdf)"),
output=os.path.join(work_folder, r'\1.rendered.pdf'),
extras=[_log, _pdfinfo, _pdfinfo_lock])
def tesseract_ocr_and_render_pdf(
input_files,
output_file,
log,
pdfinfo,
pdfinfo_lock):
input_image = next((ii for ii in input_files if ii.endswith('.png')), '')
input_pdf = next((ii for ii in input_files if ii.endswith('.pdf')))
if not input_image:
# Skipping this page
re_symlink(input_pdf, output_file)
return
args_tesseract = [
'tesseract',
'-l', '+'.join(options.language),
input_image,
os.path.splitext(output_file)[0], # Tesseract appends suffix
'pdf'
] + options.tesseract_config
p = Popen(args_tesseract, close_fds=True, stdout=PIPE, stderr=PIPE,
universal_newlines=True)
try:
stdout, stderr = p.communicate(timeout=options.tesseract_timeout)
if stdout:
log.info(stdout)
if stderr:
log.error(stderr)
except TimeoutError:
p.kill()
log.info("Tesseract - page timed out")
re_symlink(input_pdf, output_file)
@transform(
input=repair_pdf,
filter=suffix('.repaired.pdf'),
output='.pdfa_def.ps',
output_dir=work_folder,
extras=[_log])
def generate_postscript_stub(
input_file,
output_file,
log):
pdf = pypdf.PdfFileReader(input_file)
def from_document_info(key):
# pdf.documentInfo.get() DOES NOT work as expected
try:
s = pdf.documentInfo[key]
return str(s)
except KeyError:
return ''
pdfmark = {
'title': from_document_info('/Title'),
'author': from_document_info('/Author'),
'keywords': from_document_info('/Keywords'),
'subject': from_document_info('/Subject'),
}
if options.title:
pdfmark['title'] = options.title
if options.author:
pdfmark['author'] = options.author
if options.keywords:
pdfmark['keywords'] = options.keywords
if options.subject:
pdfmark['subject'] = options.subject
generate_pdfa_def(output_file, pdfmark)
@transform(
input=split_pages,
filter=suffix('.skip.page.pdf'),
output='.done.pdf',
output_dir=work_folder,
extras=[_log])
def skip_page(
input_file,
output_file,
log):
re_symlink(input_file, output_file, log)
@merge(
input=[render_hocr_page, render_hocr_debug_page, skip_page,
tesseract_ocr_and_render_pdf, generate_postscript_stub],
output=os.path.join(work_folder, 'merged.pdf'),
extras=[_log, _pdfinfo, _pdfinfo_lock])
def merge_pages(
input_files,
output_file,
log,
pdfinfo,
pdfinfo_lock):
def input_file_order(s):
'''Sort order: All rendered pages followed
by their debug page, if any, followed by Postscript stub.
Ghostscript documentation has the Postscript stub at the
beginning, but it works at the end and also gets document info
right that way.'''
if s.endswith('.ps'):
return 99999999
key = int(os.path.basename(s)[0:6]) * 10
if 'debug' in os.path.basename(s):
key += 1
return key
pdf_pages = sorted(input_files, key=input_file_order)
log.info(pdf_pages)
ghostscript.generate_pdfa(pdf_pages, output_file)
@transform(
input=merge_pages,
filter=formatter(),
output=options.output_file,
extras=[_log, _pdfinfo, _pdfinfo_lock])
def validate_pdfa(
input_file,
output_file,
log,
pdfinfo,
pdfinfo_lock):
args_jhove = [
'java',
'-jar', JHOVE_JAR,
'-c', JHOVE_CFG,
'-m', 'PDF-hul',
input_file
]
p_jhove = Popen(args_jhove, close_fds=True, universal_newlines=True,
stdout=PIPE, stderr=DEVNULL)
stdout, _ = p_jhove.communicate()
log.debug(stdout)
if p_jhove.returncode != 0:
log.error(stdout)
raise RuntimeError(
"Unexpected error while checking compliance to PDF/A file.")
pdf_is_valid = True
if re.search(r'ErrorMessage', stdout,
re.IGNORECASE | re.MULTILINE):
pdf_is_valid = False
if re.search(r'^\s+Status.*not valid', stdout,
re.IGNORECASE | re.MULTILINE):
pdf_is_valid = False
if re.search(r'^\s+Status.*Not well-formed', stdout,
re.IGNORECASE | re.MULTILINE):
pdf_is_valid = False
pdf_is_pdfa = False
if re.search(r'^\s+Profile:.*PDF/A-1', stdout,
re.IGNORECASE | re.MULTILINE):
pdf_is_pdfa = True
if not pdf_is_valid:
log.warning('Output file: The generated PDF/A file is INVALID')
elif pdf_is_valid and not pdf_is_pdfa:
log.warning('Output file: Generated file is a VALID PDF but not PDF/A')
elif pdf_is_valid and pdf_is_pdfa:
log.info('Output file: The generated PDF/A file is VALID')
shutil.copy(input_file, output_file)
# @active_if(ocr_required and options.exact_image)
# @merge([render_hocr_blank_page, extract_single_page],
# os.path.join(work_folder, "%04i.merged.pdf") % pageno)
# def merge_hocr_with_original_page(infiles, output_file):
# with open(infiles[0], 'rb') as hocr_input, \
# open(infiles[1], 'rb') as page_input, \
# open(output_file, 'wb') as output:
# hocr_reader = pypdf.PdfFileReader(hocr_input)
# page_reader = pypdf.PdfFileReader(page_input)
# writer = pypdf.PdfFileWriter()
# the_page = hocr_reader.getPage(0)
# the_page.mergePage(page_reader.getPage(0))
# writer.addPage(the_page)
# writer.write(output)
def available_cpu_count():
try:
return multiprocessing.cpu_count()
except NotImplementedError:
pass
try:
import psutil
return psutil.cpu_count()
except (ImportError, AttributeError):
pass
complain(
"Could not get CPU count. Assuming one (1) CPU."
"Use -j N to set manually.")
return 1
def run_pipeline():
cmdline.run(options, multiprocess=available_cpu_count())
if __name__ == '__main__':
run_pipeline()
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#!/usr/bin/env python3
# © 2015 James R. Barlow: github.com/jbarlow83
from subprocess import Popen, PIPE
from decimal import Decimal, getcontext
import re
import sys
import PyPDF2 as pypdf
FRIENDLY_COLORSPACE = {
'/DeviceGray': 'gray',
'/CalGray': 'gray',
'/DeviceRGB': 'rgb',
'/CalRGB': 'rgb',
'/DeviceCMYK': 'cmyk',
'/Lab': 'lab',
'/ICCBased': 'icc',
'/Indexed': 'index',
'/Separation': 'sep',
'/DeviceN': 'devn',
'/Pattern': '-'
}
FRIENDLY_ENCODING = {
'/CCITTFaxDecode': 'ccitt',
'/DCTDecode': 'jpeg',
'/JPXDecode': 'jpx',
'/JBIG2Decode': 'jbig2',
}
FRIENDLY_COMP = {
'gray': 1,
'rgb': 3,
'cmyk': 4,
'lab': 3,
}
def _page_has_inline_images(page):
# PDF always uses \r\n for separator regardless of platform
# Really basic heuristic that might trigger the odd false positive
# This is only finds the first image and is not quite spec compliant
contents = page.getContents()
data = contents.getData()
begin_image, image_data, end_image = False, False, False
for data in re.split(b'\s+', data):
if data == b'BI':
begin_image = True
elif data == b'ID':
image_data = True
elif data == b'EI':
end_image = True
if all((begin_image, image_data, end_image)):
return True
def _find_page_images(page, pageinfo):
try:
page['/Resources']['/XObject']
except KeyError:
return
# Look for XObject (out of line images)
for xobj in page['/Resources']['/XObject']:
# PyPDF2 returns the keys as an iterator
pdfimage = page['/Resources']['/XObject'][xobj]
if pdfimage['/Subtype'] != '/Image':
continue
if '/ImageMask' in pdfimage:
if pdfimage['/ImageMask']:
continue
image = {}
image['width'] = pdfimage['/Width']
image['height'] = pdfimage['/Height']
image['bpc'] = pdfimage['/BitsPerComponent']
if '/Filter' in pdfimage:
filter_ = pdfimage['/Filter']
if isinstance(filter_, pypdf.generic.ArrayObject):
filter_ = filter_[0]
image['enc'] = FRIENDLY_ENCODING.get(filter_, 'image')
else:
image['enc'] = 'image'
if '/ColorSpace' in pdfimage:
cs = pdfimage['/ColorSpace']
if isinstance(cs, pypdf.generic.ArrayObject):
cs = cs[0]
image['color'] = FRIENDLY_COLORSPACE.get(cs, '-')
else:
image['color'] = 'jpx' if image['enc'] == 'jpx' else '?'
image['comp'] = FRIENDLY_COMP.get(image['color'], '?')
image['dpi_w'] = image['width'] / pageinfo['width_inches']
image['dpi_h'] = image['height'] / pageinfo['height_inches']
image['dpi'] = (image['dpi_w'] * image['dpi_h']) ** Decimal(0.5)
yield image
def _pdf_get_pageinfo(infile, page: int):
pageinfo = {}
pageinfo['pageno'] = page
pageinfo['images'] = []
pdf = pypdf.PdfFileReader(infile)
page = pdf.pages[page - 1]
text = page.extractText()
pageinfo['has_text'] = (text.strip() != '')
width_pt = page['/MediaBox'][2] - page['/MediaBox'][0]
height_pt = page['/MediaBox'][3] - page['/MediaBox'][1]
pageinfo['width_inches'] = width_pt / Decimal(72.0)
pageinfo['height_inches'] = height_pt / Decimal(72.0)
pageinfo['images'] = [im for im in _find_page_images(page, pageinfo)]
# Look for inline images
if _page_has_inline_images(page):
raise NotImplementedError(
"Warning: input PDF contains inline images - not supported")
if pageinfo['images']:
xres = max(image['dpi_w'] for image in pageinfo['images'])
yres = max(image['dpi_h'] for image in pageinfo['images'])
pageinfo['xres'], pageinfo['yres'] = xres, yres
pageinfo['width_pixels'] = \
int(round(xres * pageinfo['width_inches']))
pageinfo['height_pixels'] = \
int(round(yres * pageinfo['height_inches']))
return pageinfo
def pdf_get_all_pageinfo(infile):
pdf = pypdf.PdfFileReader(infile)
getcontext().prec = 6
return [_pdf_get_pageinfo(infile, n) for n in range(pdf.numPages)]
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#!/usr/bin/env python3
# © 2015 James R. Barlow: github.com/jbarlow83
#
# Generate a PDFA_def.ps file for Ghostscript >= 9.14
from __future__ import print_function, absolute_import, division
from string import Template
from subprocess import Popen, PIPE
import os
import codecs
# This is a template written in PostScript which is needed to create PDF/A
# files, from the Ghostscript documentation. Lines beginning with % are
# comments. Python substitution variables have a '$' prefix.
pdfa_def_template = u"""%!
% This is a sample prefix file for creating a PDF/A document.
% Feel free to modify entries marked with "Customize".
% This assumes an ICC profile to reside in the file (ISO Coated sb.icc),
% unless the user modifies the corresponding line below.
% Define entries in the document Info dictionary :
/ICCProfile ($icc_profile)
def
[ /Title <$title>
/Author <$author>
/Subject <$subject>
/Keywords <$keywords>
/DOCINFO pdfmark
% Define an ICC profile :
[/_objdef {icc_PDFA} /type /stream /OBJ pdfmark
[{icc_PDFA}
<<
/N currentpagedevice /ProcessColorModel known {
currentpagedevice /ProcessColorModel get dup /DeviceGray eq
{pop 1} {
/DeviceRGB eq
{3}{4} ifelse
} ifelse
} {
(ERROR, unable to determine ProcessColorModel) == flush
} ifelse
>> /PUT pdfmark
[{icc_PDFA} ICCProfile (r) file /PUT pdfmark
% Define the output intent dictionary :
[/_objdef {OutputIntent_PDFA} /type /dict /OBJ pdfmark
[{OutputIntent_PDFA} <<
/Type /OutputIntent % Must be so (the standard requires).
/S /GTS_PDFA1 % Must be so (the standard requires).
/DestOutputProfile {icc_PDFA} % Must be so (see above).
/OutputConditionIdentifier ($icc_identifier)
>> /PUT pdfmark
[{Catalog} <</OutputIntents [ {OutputIntent_PDFA} ]>> /PUT pdfmark
"""
def encode_text_string(s: str) -> str:
'''Encode text string to hex string for use in a PDF
From PDF 32000-1:2008 a string object may be included in hexademical form
if it is enclosed in angle brackets. For general Unicode the string should
be UTF-16 (big endian) with byte order marks. A non-hexademical
representation is doable but this is preferable since it allows the output
Postscript file to be completely ASCII and no escaping of Postscript
characters is necessary.
'''
if s == '':
return ''
utf16_bytes = s.encode('utf-16be')
ascii_hex_bytes = codecs.encode(b'\xfe\xff' + utf16_bytes, 'hex')
ascii_hex_str = ascii_hex_bytes.decode('ascii').lower()
return ascii_hex_str
def _get_pdfa_def(icc_profile, icc_identifier, pdfmark):
pdfmark_utf16 = {k: encode_text_string(v) for k, v in pdfmark.items()}
t = Template(pdfa_def_template)
result = t.substitute(icc_profile=icc_profile,
icc_identifier=icc_identifier,
title=pdfmark_utf16.get('title', ''),
author=pdfmark_utf16.get('author', ''),
subject=pdfmark_utf16.get('subject', ''),
keywords=pdfmark_utf16.get('keywords', ''))
return result
def _get_postscript_icc_path():
"Parse Ghostscript's help message to find where iccprofiles are stored"
p_gs = Popen(['gs', '--help'], close_fds=True, universal_newlines=True,
stdout=PIPE, stderr=PIPE)
out, _ = p_gs.communicate()
lines = out.splitlines()
def search_paths(lines):
seeking = True
for line in lines:
if seeking:
if line.startswith('Search path'):
seeking = False
continue
else:
if line.strip().startswith('/'):
yield from (
path.strip() for path in line.split(':')
if path.strip() != '')
for root in search_paths(lines):
path = os.path.realpath(os.path.join(root, '../iccprofiles'))
if os.path.exists(path):
return path
def generate_pdfa_def(target_filename, pdfmark, icc='sRGB'):
if icc == 'sRGB':
icc_profile = os.path.join(_get_postscript_icc_path(), 'srgb.icc')
else:
raise NotImplementedError("Only supporting sRGB")
ps = _get_pdfa_def(icc_profile, icc, pdfmark)
# Since PostScript might not handle UTF-8 (it's hard to get a clear
# answer), insist on ascii
with open(target_filename, 'w', encoding='ascii') as f:
f.write(ps)
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#!/usr/bin/env python3
# © 2015 James R. Barlow: github.com/jbarlow83
from subprocess import STDOUT, CalledProcessError, check_output
import sys
import os
import re
from functools import lru_cache
@lru_cache(maxsize=1)
def version():
args_tess = [
'tesseract',
'--version'
]
try:
versions = check_output(
args_tess, close_fds=True, universal_newlines=True,
stderr=STDOUT)
except CalledProcessError:
print("Could not find Tesseract executable on system PATH.")
sys.exit(1)
tesseract_version = re.match(r'tesseract\s(.+)', versions).group(1)
return tesseract_version
@lru_cache(maxsize=1)
def languages():
args_tess = [
'tesseract',
'--list-langs'
]
langs = check_output(
args_tess, close_fds=True, universal_newlines=True,
stderr=STDOUT)
return set(lang.strip() for lang in langs.splitlines()[1:])
HOCR_TEMPLATE = '''<?xml version="1.0" encoding="UTF-8"?>
<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN"
"http://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd">
<html xmlns="http://www.w3.org/1999/xhtml" xml:lang="en" lang="en">
<head>
<title></title>
<meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
<meta name='ocr-system' content='tesseract 3.02.02' />
<meta name='ocr-capabilities' content='ocr_page ocr_carea ocr_par ocr_line ocrx_word'/>
</head>
<body>
<div class='ocr_page' id='page_1' title='image "x.tif"; bbox 0 0 {0} {1}; ppageno 0'>
<div class='ocr_carea' id='block_1_1' title="bbox 0 1 {0} {1}">
<p class='ocr_par' dir='ltr' id='par_1' title="bbox 0 1 {0} {1}">
<span class='ocr_line' id='line_1' title="bbox 0 1 {0} {1}"><span class='ocrx_word' id='word_1' title="bbox 0 1 {0} {1}"> </span>
</span>
</p>
</div>
</div>
</body>
</html>'''
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#!/usr/bin/env python3
# © 2015 James R. Barlow: github.com/jbarlow83
from ocrmypdf import pageinfo
from reportlab.pdfgen.canvas import Canvas
from PIL import Image
from tempfile import NamedTemporaryFile
from contextlib import suppress
import os
import sys
import shutil
import pytest
from pkg_resources import Requirement, resource_filename
req = Requirement.parse('ocrmypdf')
TEST_OUTPUT = os.path.join(os.path.dirname(__file__), 'output')
def setup_module():
with suppress(FileNotFoundError):
shutil.rmtree(TEST_OUTPUT)
with suppress(FileExistsError):
os.mkdir(TEST_OUTPUT)
def test_single_page_text():
filename = os.path.join(TEST_OUTPUT, 'text.pdf')
pdf = Canvas(filename, pagesize=(8*72, 6*72))
text = pdf.beginText()
text.setFont('Helvetica', 12)
text.setTextOrigin(1*72, 3*72)
text.textLine("Methink'st thou art a general offence and every"
" man should beat thee.")
pdf.drawText(text)
pdf.showPage()
pdf.save()
pdfinfo = pageinfo.pdf_get_all_pageinfo(filename)
assert len(pdfinfo) == 1
page = pdfinfo[0]
assert page['has_text']
assert len(page['images']) == 0
def test_single_page_image():
filename = os.path.join(TEST_OUTPUT, 'image-mono.pdf')
pdf = Canvas(filename, pagesize=(72, 72))
with NamedTemporaryFile() as im_tmp:
im = Image.new('1', (8, 8), 0)
for n in range(8):
im.putpixel((n, n), 1)
im.save(im_tmp.name, format='PNG')
# Draw image in a 72x72 pt or 1"x1" area
pdf.drawImage(im_tmp.name, 0, 0, width=72, height=72)
pdf.showPage()
pdf.save()
pdfinfo = pageinfo.pdf_get_all_pageinfo(filename)
assert len(pdfinfo) == 1
page = pdfinfo[0]
assert not page['has_text']
assert len(page['images']) == 1
pdfimage = page['images'][0]
assert pdfimage['width'] == 8
# assert pdfimage['color'] == 'gray'
# While unexpected, this is correct
# PDF spec says /FlateDecode image must have /BitsPerComponent 8
# So mono images get upgraded to 8-bit
assert pdfimage['bpc'] == 8
# DPI in a 1"x1" is the image width
assert pdfimage['dpi_w'] == 8
assert pdfimage['dpi_h'] == 8
def test_single_page_inline_image():
filename = os.path.join(TEST_OUTPUT, 'image-mono-inline.pdf')
pdf = Canvas(filename, pagesize=(8*72, 6*72))
with NamedTemporaryFile() as im_tmp:
im = Image.new('1', (8, 8), 0)
for n in range(8):
im.putpixel((n, n), 1)
im.save(im_tmp.name, format='PNG')
# Draw image in a 72x72 pt or 1"x1" area
pdf.drawInlineImage(im_tmp.name, 0, 0, width=72, height=72)
pdf.showPage()
pdf.save()
with pytest.raises(NotImplementedError):
pageinfo.pdf_get_all_pageinfo(filename)
def test_jpeg():
filename = resource_filename(req, 'tests/resources/c02-22.pdf')
pdfinfo = pageinfo.pdf_get_all_pageinfo(filename)
pdfimage = pdfinfo[0]['images'][0]
assert pdfimage['enc'] == 'jpeg'
+84
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@@ -0,0 +1,84 @@
#!/usr/bin/env python3
# © 2015 James R. Barlow: github.com/jbarlow83
# unpaper documentation:
# https://github.com/Flameeyes/unpaper/blob/master/doc/basic-concepts.md
from subprocess import Popen, PIPE
from tempfile import NamedTemporaryFile
import sys
import os
from functools import lru_cache
@lru_cache(maxsize=1)
def version():
args_unpaper = [
'unpaper',
'--version'
]
p_unpaper = Popen(args_unpaper, close_fds=True, universal_newlines=True,
stdout=PIPE, stderr=PIPE)
version, _ = p_unpaper.communicate(timeout=5)
return version.strip()
try:
from PIL import Image
except ImportError:
print("Could not find Python3 imaging library", file=sys.stderr)
raise
def run(input_file, output_file, dpi, log, mode_args):
args_unpaper = [
'unpaper',
'-v',
'--dpi', str(dpi)
] + mode_args
SUFFIXES = {'1': '.pbm', 'L': '.pgm', 'RGB': '.ppm'}
suffix = ''
im = Image.open(input_file)
suffix = SUFFIXES[im.mode]
with NamedTemporaryFile(suffix=suffix) as input_pnm, \
NamedTemporaryFile(suffix=suffix, mode="r+b") as output_pnm:
im.save(input_pnm, format='PPM')
im.close()
os.unlink(output_pnm.name)
args_unpaper.extend([input_pnm.name, output_pnm.name])
p_unpaper = Popen(
args_unpaper, close_fds=True,
universal_newlines=True, stdout=PIPE, stderr=PIPE
)
out, err = p_unpaper.communicate()
log.debug(out)
log.debug(err)
Image.open(output_pnm.name).save(output_file)
def deskew(input_file, output_file, dpi, log):
run(input_file, output_file, dpi, log, [
'--mask-scan-size', '100', # don't blank out narrow columns
'--no-border-align', # don't align visible content to borders
'--no-mask-center', # don't center visible content within page
'--no-grayfilter', # don't remove light gray areas
'--no-blackfilter', # don't remove solid black areas
'--no-noisefilter', # don't remove salt and pepper noise
'--no-blurfilter' # don't remove blurry objects/debris
])
def clean(input_file, output_file, dpi, log):
run(input_file, output_file, dpi, log, [
'--mask-scan-size', '100', # don't blank out narrow columns
'--no-border-align', # don't align visible content to borders
'--no-mask-center', # don't center visible content within page
'--no-grayfilter', # don't remove light gray areas
'--no-blackfilter', # don't remove solid black areas
'--no-deskew', # don't deskew
])
+235
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@@ -0,0 +1,235 @@
<?xml version="1.0" encoding="UTF-8" standalone="no"?>
<!DOCTYPE svg PUBLIC "-//W3C//DTD SVG 1.1//EN"
"http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd">
<!-- Generated by graphviz version 2.38.0 (20140413.2041)
-->
<!-- Title: Pipeline: Pages: 1 -->
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viewBox="0.00 0.00 728.00 650.53" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink">
<g id="graph0" class="graph" transform="scale(1 1) rotate(0) translate(4 646.53)">
<title>Pipeline:</title>
<polygon fill="white" stroke="none" points="-4,4 -4,-646.53 724,-646.53 724,4 -4,4"/>
<g id="clust1" class="cluster"><title>clustertasks</title>
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<text text-anchor="middle" x="360" y="-606.53" font-family="Times,serif" font-size="30.00" fill="#ff3232">Pipeline:</text>
</g>
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</g>
<!-- t0&#45;&gt;t1 -->
<g id="edge1" class="edge"><title>t0&#45;&gt;t1</title>
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<!-- t10 -->
<g id="node12" class="node"><title>t10</title>
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</g>
<!-- t0&#45;&gt;t10 -->
<g id="edge16" class="edge"><title>t0&#45;&gt;t10</title>
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<!-- t1&#45;&gt;t2 -->
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<g id="node11" class="node"><title>t9</title>
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</g>
<!-- t1&#45;&gt;t9 -->
<g id="edge15" class="edge"><title>t1&#45;&gt;t9</title>
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<!-- t3 -->
<g id="node4" class="node"><title>t3</title>
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<text text-anchor="middle" x="373" y="-369.452" font-family="Times,serif" font-size="20.00">preprocess_deskew</text>
</g>
<!-- t2&#45;&gt;t3 -->
<g id="edge3" class="edge"><title>t2&#45;&gt;t3</title>
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<polygon fill="#0044a0" stroke="#0044a0" points="360.042,-403.788 362.374,-393.453 354.106,-400.078 360.042,-403.788"/>
</g>
<!-- t6 -->
<g id="node6" class="node"><title>t6</title>
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</g>
<!-- t2&#45;&gt;t6 -->
<g id="edge7" class="edge"><title>t2&#45;&gt;t6</title>
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</g>
<!-- t3&#45;&gt;t4 -->
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<!-- t4&#45;&gt;t5 -->
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<!-- t4&#45;&gt;t9 -->
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<!-- t6&#45;&gt;t7 -->
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<!-- t6&#45;&gt;t8 -->
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After

Width:  |  Height:  |  Size: 16 KiB

+2
View File
@@ -0,0 +1,2 @@
[bdist_wheel]
python-tag = py34
+214
View File
@@ -0,0 +1,214 @@
#!/usr/bin/env python3
# © 2015 James R. Barlow: github.com/jbarlow83
from setuptools import setup
from subprocess import Popen, STDOUT, check_output, CalledProcessError
from string import Template
import re
import sys
missing_program = '''
The program '{program}' could not be executed or was not found on your
system PATH.
'''
unknown_version = '''
OCRmyPDF requires '{program}' {need_version} or higher. Your system has
'{program}' but we cannot tell what version is installed. Contact the
package maintainer.
'''
old_version = '''
OCRmyPDF requires '{program}' {need_version} or higher. Your system appears
to have {found_version}. Please update this program.
'''
okay_its_optional = '''
This program is OPTIONAL, so installation of OCRmyPDF can proceed, but
some functionality may be missing.
'''
not_okay_its_required = '''
This program is REQUIRED for OCRmyPDF to work. Installation will abort.
'''
osx_install_advice = '''
If you have homebrew installed, try these command to install the missing
packages:
brew update
brew upgrade
brew install {package}
'''
linux_install_advice = '''
On systems with the aptitude package manager (Debian, Ubuntu), try these
commands:
sudo apt-get update
sudo apt-get install {package}
On RPM-based systems (Red Hat, Fedora), search for instructions on
installing the RPM for {package}.
'''
def _error_trailer(program, package, optional):
if program == 'java':
return # You're fucked
if optional:
print(okay_its_optional.format(**locals()), file=sys.stderr)
else:
print(not_okay_its_required.format(**locals()), file=sys.stderr)
if sys.platform.startswith('darwin'):
print(osx_install_advice.format(**locals()), file=sys.stderr)
elif sys.platform.startswith('linux'):
print(linux_install_advice.format(**locals()), file=sys.stderr)
def error_missing_program(
program,
package,
optional
):
print(missing_program.format(**locals()), file=sys.stderr)
_error_trailer(**locals())
def error_unknown_version(
program,
package,
optional
):
print(unknown_version.format(**locals()), file=sys.stderr)
_error_trailer(**locals())
def error_old_version(
program,
package,
optional,
need_version
):
print(old_version.format(**locals()), file=sys.stderr)
_error_trailer(**locals())
def check_external_program(
program,
minimum_version,
package,
version_check_args=['--version'],
version_scrape_regex=re.compile(r'(\d+\.\d+(?:\.\d+)?)'),
optional=False):
print('Checking for {program} >= {minimum_version}...'.format(
program=program, minimum_version=minimum_version))
try:
result = check_output(
[program] + version_check_args,
universal_newlines=True, stderr=STDOUT)
except CalledProcessError:
error_missing_program(program, package, optional)
if not optional:
sys.exit(1)
try:
version = version_scrape_regex.search(result).group(1)
except AttributeError:
error_unknown_version(program, package, optional, minimum_version)
if not optional:
sys.exit(1)
if version < minimum_version:
error_old_version(program, package, optional, minimum_version)
print('Found {program} {version}'.format(
program=program, version=version))
command = next((arg for arg in sys.argv[1:] if not arg.startswith('-')), '')
if command.startswith('install') or \
command in ['check', 'test', 'nosetests', 'easy_install']:
check_external_program(
program='tesseract',
minimum_version='3.02.02',
package='tesseract'
)
check_external_program(
program='gs',
minimum_version='9.14',
package='ghostscript'
)
check_external_program(
program='unpaper',
minimum_version='6.1',
package='unpaper',
optional=True
)
# Deprecated
check_external_program(
program='pdfseparate',
minimum_version='0.29.0',
package='poppler',
version_check_args=['-v']
)
check_external_program(
program='java',
minimum_version='1.5.0',
package='Java Runtime Environment',
version_check_args=['-version']
)
check_external_program(
program='mutool',
minimum_version='1.7a',
version_check_args=['-v'],
version_scrape_regex=re.compile(r'(\d+\.\d+[a-z]+)'),
package='mupdf-tools'
)
setup(
name='ocrmypdf',
version='3.0rc2',
description='OCRmyPDF adds an OCR text layer to scanned PDF files, allowing them to be searched',
url='https://github.com/fritz-hh/OCRmyPDF',
author='J. R. Barlow',
author_email='jim@purplerock.ca',
license='Public Domain',
packages=['ocrmypdf'],
keywords=['PDF', 'OCR', 'optical character recognition', 'PDF/A', 'scanning'],
classifiers=[
"Programming Language :: Python :: 3",
"Development Status :: 4 - Beta",
"Environment :: Console",
"Intended Audience :: End Users/Desktop",
"Intended Audience :: Science/Research",
"Intended Audience :: System Administrators",
"License :: Public Domain",
"Operating System :: MacOS :: MacOS X",
"Operating System :: POSIX",
"Operating System :: POSIX :: BSD",
"Operating System :: POSIX :: Linux",
"Topic :: Scientific/Engineering :: Image Recognition",
"Topic :: Text Processing :: Indexing",
"Topic :: Text Processing :: Linguistic",
],
install_requires=[
'ruffus>=2.6.3',
'Pillow>=2.7.0',
'lxml>=3.4.2',
'reportlab>=3.1.44',
'PyPDF2>=1.25.1'
],
entry_points={
'console_scripts': [
'ocrmypdf = ocrmypdf.main:run_pipeline'
],
},
eager_resources=[
'ocrmypdf/jhove/bin/*.jar',
'ocrmypdf/jhove/conf/*.conf',
'ocrmypdf/jhove/lib/*.jar'
],
include_package_data=True,
zip_safe=False)
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#####################################################################################
# The following parameters might be changed by the user
#####################################################################################
DEFAULT_LANGUAGES="eng" # Default language(s) of the PDF file. The language should be set correctly in order to get good OCR results.
# Any language supported by tesseract is supported (Tesseract uses 3-character ISO 639-2 language codes)
# Multiple languages may be specified, separated by '+' characters.
DEFAULT_DPI=300 # dpi value used as fall back if the page dpi cannot be determined
#####################################################################################
# Do NOT change the following parameters
#####################################################################################
TOOLNAME="OCRmyPDF"
VERSION="v3.x"
# possible exit codes
EXIT_BAD_ARGS="1"
EXIT_BAD_INPUT_FILE="2"
EXIT_MISSING_DEPENDENCY="3"
EXIT_INVALID_OUTPUT_PDFA="4"
EXIT_FILE_ACCESS_ERROR="5"
EXIT_OTHER_ERROR="15"
# possible log levels
LOG_ERR="0" # only error messages
LOG_WARN="1" # error messages and warnings
LOG_INFO="2" # error messages, warnings and some infos
LOG_DEBUG="3" # debug level logging
# various paths
SRC="./src" # location of the source folder (except source of external tools like jhove)
OCR_PAGE="$SRC/ocrPage.sh" # path to the script aimed at OCRing one page
JHOVE="./jhove/bin/JhoveApp.jar" # java SW for validating the final PDF/A
JHOVE_CFG="./jhove/conf/jhove.conf" # location of the jhove config file
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#!/usr/local/bin/python2
# coding: utf-8
##############################################################################
# Copyright (c) 2013-14: fritz-hh from Github (https://github.com/fritz-hh)
#
# Copyright (c) 2010: Jonathan Brinley from Github (https://github.com/jbrinley/HocrConverter)
# Initial version by Jonathan Brinley, jonathanbrinley@gmail.com
##############################################################################
from reportlab.pdfgen.canvas import Canvas
from reportlab.lib.units import inch
from lxml import etree as ElementTree
from PIL import Image
import re, sys
import argparse
class hocrTransform():
"""
A class for converting documents from the hOCR format.
For details of the hOCR format, see:
http://docs.google.com/View?docid=dfxcv4vc_67g844kf
"""
def __init__(self, hocrFileName, dpi):
self.dpi = dpi
self.boxPattern = re.compile('bbox((\s+\d+){4})')
self.hocr = ElementTree.ElementTree()
self.hocr.parse(hocrFileName)
# if the hOCR file has a namespace, ElementTree requires its use to find elements
matches = re.match('({.*})html', self.hocr.getroot().tag)
self.xmlns = ''
if matches:
self.xmlns = matches.group(1)
# get dimension in pt (not pixel!!!!) of the OCRed image
self.width, self.height = None, None
for div in self.hocr.findall(".//%sdiv[@class='ocr_page']"%(self.xmlns)):
coords = self.element_coordinates(div)
self.width = self.px2pt(coords[2]-coords[0])
self.height = self.px2pt(coords[3]-coords[1])
break # there shouldn't be more than one, and if there is, we don't want it
# no width and heigh definition in the ocr_image element of the hocr file
if self.width is None:
print("No page dimension found in the hocr file")
sys.exit(1)
def __str__(self):
"""
Return the textual content of the HTML body
"""
if self.hocr is None:
return ''
body = self.hocr.find(".//%sbody"%(self.xmlns))
if body:
return self._get_element_text(body).encode('utf-8') # XML gives unicode
else:
return ''
def _get_element_text(self, element):
"""
Return the textual content of the element and its children
"""
text = ''
if element.text is not None:
text = text + element.text
for child in element.getchildren():
text = text + self._get_element_text(child)
if element.tail is not None:
text = text + element.tail
return text
def element_coordinates(self, element):
"""
Returns a tuple containing the coordinates of the bounding box around
an element
"""
out = (0,0,0,0)
if 'title' in element.attrib:
matches = self.boxPattern.search(element.attrib['title'])
if matches:
coords = matches.group(1).split()
out = (int(coords[0]),int(coords[1]),int(coords[2]),int(coords[3]))
return out
def px2pt(self, pxl):
"""
Returns the length in pt given length in pxl
"""
return float(pxl)/self.dpi*inch
def replace_unsupported_chars(self, str):
"""
Given an input string, returns the corresponding string that:
- is available in the helvetica facetype
- does not contain any ligature (to allow easy search in the PDF file)
"""
# The 'u' before the character to replace indicates that it is a unicode character
str=str.replace(u"","fl")
str=str.replace(u"","fi")
return str
def to_pdf(self, outFileName, imageFileName, showBoundingboxes, fontname="Helvetica"):
"""
Creates a PDF file with an image superimposed on top of the text.
Text is positioned according to the bounding box of the lines in
the hOCR file.
The image need not be identical to the image used to create the hOCR file.
It can have a lower resolution, different color mode, etc.
"""
# create the PDF file
pdf = Canvas(outFileName, pagesize=(self.width, self.height), pageCompression=1) # page size in points (1/72 in.)
# draw bounding box for each paragraph
pdf.setStrokeColorRGB(0,1,1) # light blue for bounding box of paragraph
pdf.setFillColorRGB(0,1,1) # light blue for bounding box of paragraph
pdf.setLineWidth(0) # no line for bounding box
for elem in self.hocr.findall(".//%sp[@class='%s']" % (self.xmlns, "ocr_par")):
elemtxt=self._get_element_text(elem).rstrip()
if len(elemtxt) == 0:
continue
coords = self.element_coordinates(elem)
x1=self.px2pt(coords[0])
y1=self.px2pt(coords[1])
x2=self.px2pt(coords[2])
y2=self.px2pt(coords[3])
# draw the bbox border
if showBoundingboxes == True:
pdf.rect(x1, self.height-y2, x2-x1, y2-y1, fill=1)
# check if element with class 'ocrx_word' are available
# otherwise use 'ocr_line' as fallback
elemclass="ocr_line"
if self.hocr.find(".//%sspan[@class='ocrx_word']" %(self.xmlns)) is not None:
elemclass="ocrx_word"
# itterate all text elements
pdf.setStrokeColorRGB(1,0,0) # light green for bounding box of word/line
pdf.setLineWidth(0.5) # bounding box line width
pdf.setDash(6,3) # bounding box is dashed
pdf.setFillColorRGB(0,0,0) # text in black
for elem in self.hocr.findall(".//%sspan[@class='%s']" % (self.xmlns, elemclass)):
elemtxt=self._get_element_text(elem).rstrip()
elemtxt=self.replace_unsupported_chars(elemtxt)
if len(elemtxt) == 0:
continue
coords = self.element_coordinates(elem)
x1=self.px2pt(coords[0])
y1=self.px2pt(coords[1])
x2=self.px2pt(coords[2])
y2=self.px2pt(coords[3])
# draw the bbox border
if showBoundingboxes == True:
pdf.rect(x1, self.height-y2, x2-x1, y2-y1, fill=0)
text = pdf.beginText()
fontsize=self.px2pt(coords[3]-coords[1])
text.setFont(fontname, fontsize)
# set cursor to bottom left corner of bbox (adjust for dpi)
text.setTextOrigin(x1, self.height-y2)
# scale the width of the text to fill the width of the bbox
text.setHorizScale(100*(x2-x1)/pdf.stringWidth(elemtxt, fontname, fontsize))
# write the text to the page
text.textLine(elemtxt)
pdf.drawText(text)
# put the image on the page, scaled to fill the page
if imageFileName != None:
im = Image.open(imageFileName)
pdf.drawInlineImage(im, 0, 0, width=self.width, height=self.height)
# finish up the page and save it
pdf.showPage()
pdf.save()
if __name__ == "__main__":
parser = argparse.ArgumentParser(description='Convert hocr file to PDF')
parser.add_argument('-b', '--boundingboxes', action="store_true", default=False, help='Show bounding boxes borders')
parser.add_argument('-r', '--resolution', type=int, default=300, help='Resolution of the image that was OCRed')
parser.add_argument('-i', '--image', default=None, help='Path to the image to be placed above the text')
parser.add_argument('hocrfile', help='Path to the hocr file to be parsed')
parser.add_argument('outputfile', help='Path to the PDF file to be generated')
args = parser.parse_args()
hocr = hocrTransform(args.hocrfile, args.resolution)
hocr.to_pdf(args.outputfile, args.image, args.boundingboxes)
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#!/bin/sh
##############################################################################
# Script aimed at OCRing a single page of a PDF file
#
# Copyright (c) 2013-14: fritz-hh from Github (https://github.com/fritz-hh)
##############################################################################
. "./src/config.sh"
# Initialization of variables passed by arguments
FILE_INPUT_PDF="$1" # PDF file containing the page to be OCRed
PAGE_INFO="$2" # Various characteristics of the page to be OCRed
NUM_PAGES="$3" # Total number of page of the PDF file (required for logging)
TMP_FLD="$4" # Folder where the temporary files should be placed
VERBOSITY="$5" # Requested verbosity
LAN="$6" # Language of the file to be OCRed
KEEP_TMP="$7" # Keep the temporary files after processing (helpful for debugging)
PREPROCESS_DESKEW="$8" # Deskew the page to be OCRed
PREPROCESS_CLEAN="$9" # Clean the page to be OCRed
PREPROCESS_CLEANTOPDF="${10}" # Put the cleaned paged in the OCRed PDF
OVERSAMPLING_DPI="${11}" # Oversampling resolution in dpi
PDF_NOIMG="${12}" # Request to generate also a PDF page containing only the OCRed text but no image (helpful for debugging)
FORCE_OCR="${13}" # Force to OCR, even if the page already contains fonts
SKIP_TEXT="${14}" # Skip OCR on pages that contain fonts and include the page anyway
TESS_CFG_FILES="${15}" # Specific configuration files to be used by Tesseract during OCRing
##################################
# Detect the characteristics of the embedded image for
# the page number provided as parameter
#
# Param 1: page number
# Param 2: PDF page width in pt
# Param 3: PDF page height in pt
# Param 4: temporary file path (Path of the file in which the output should be written)
# Output: A file containing the characteristics of the embedded image. File structure:
# DPI=<dpi>
# COLOR_SPACE=<colorspace>
# DEPTH=<colordepth>
# Returns:
# - 0: if no error occurs
# - 1: in case the page already contains fonts (which should be the case for PDF generated from scanned pages)
# - 2: in case the page contains more than one image
##################################
getImgInfo() {
local page widthPDF heightPDF curImgInfo nbImg curImg propCurImg widthCurImg heightCurImg colorspaceCurImg depthCurImg dpi
# page number
page="$1"
# width / height of PDF page (in pt)
widthPDF="$2"
heightPDF="$3"
# path of the file in which the output should be written
curImgInfo="$4"
[ $VERBOSITY -ge $LOG_DEBUG ] && echo "Page $page: Size ${heightPDF}x${widthPDF} (h*w in pt)"
# check if the page already contains fonts (which should not be the case for PDF based on scanned files
[ `pdffonts -f $page -l $page "${FILE_INPUT_PDF}" | wc -l` -gt 2 ] && echo "Page $page: Page already contains font data !!!" && return 1
# extract raw image from pdf file to compute resolution
# unfortunately this image can have another orientation than in the pdf...
# so we will have to extract it again later using pdftoppm
pdfimages -f $page -l $page -j "$FILE_INPUT_PDF" "$curOrigImg" 1>&2
# count number of extracted images
nbImg=$((`ls -1 "$curOrigImg"* 2>/dev/null | wc -l`))
if [ $nbImg -ne "1" ]; then
[ $VERBOSITY -ge $LOG_WARN ] && echo "Page $page: Expecting exactly 1 image covering the whole page (found $nbImg). Cannot compute dpi value."
return 2
fi
# Get characteristics of the extracted image
curImg=`ls -1 "$curOrigImg"* 2>/dev/null`
propCurImg=`identify -format "%w %h %[colorspace] %[depth]" "$curImg"`
widthCurImg=`echo "$propCurImg" | cut -f1 -d" "`
heightCurImg=`echo "$propCurImg" | cut -f2 -d" "`
colorspaceCurImg=`echo "$propCurImg" | cut -f3 -d" "`
depthCurImg=`echo "$propCurImg" | cut -f4 -d" "`
[ $VERBOSITY -ge $LOG_DEBUG ] && echo "Page $page: Size ${heightCurImg}x${widthCurImg} (in pixel)"
# compute the resolution of the image (making the assumption that x & y resolution are equal)
# and round it to the nearest integer
dpi=`echo "scale=5;sqrt($widthCurImg*72*$heightCurImg*72/$widthPDF/$heightPDF)+0.5" | bc`
dpi=`echo "scale=0;$dpi/1" | bc`
# save the image characteristics
echo "DPI=$dpi" > "$curImgInfo"
echo "COLOR_SPACE=$colorspaceCurImg" >> "$curImgInfo"
echo "DEPTH=$depthCurImg" >> "$curImgInfo"
return 0
}
page=`echo $PAGE_INFO | cut -f1 -d" "`
[ $VERBOSITY -ge $LOG_INFO ] && echo "Processing page $page / $NUM_PAGES"
# get width / height of PDF page (in pt)
widthPDF=`echo $PAGE_INFO | cut -f2 -d" "`
heightPDF=`echo $PAGE_INFO | cut -f3 -d" "`
# create the name of the required temporary files
curOrigImg="$TMP_FLD/${page}.orig-img" # original image available in the current PDF page
# (the image file may have a different orientation than in the pdf file)
curHocr="$TMP_FLD/${page}.hocr" # hocr file to be generated by the OCR SW for the current page
curOCRedPDF="$TMP_FLD/${page}.ocred.pdf" # PDF file containing the image + the OCRed text for the current page
curOCRedPDFDebug="$TMP_FLD/${page}.ocred.todebug.pdf" # PDF file containing data required to find out if OCR worked correctly
curImgInfo="$TMP_FLD/${page}.orig-img-info.txt" # Detected characteristics of the embedded image
# auto-detect the characteristics of the embedded image
depthCurImg="8" # default color depth
colorspaceCurImg="sRGB" # default color space
dpi=$DEFAULT_DPI # default resolution
getImgInfo "$page" "$widthPDF" "$heightPDF" "$curImgInfo"
ret_code="$?"
# Handle pages that already contain a text layer
if ([ "$ret_code" -eq "1" ] && [ "$FORCE_OCR" -eq "0" ] && [ "$SKIP_TEXT" -eq "0" ]); then
echo "Page $page: Exiting... (Use the -f option to force OCR, even though fonts are available in the input file. Or use -s to include the page as is (no OCR) in the output file)" && exit $EXIT_BAD_INPUT_FILE
elif ([ "$ret_code" -eq "1" ] && [ "$SKIP_TEXT" -eq "1" ]); then
[ $VERBOSITY -ge $LOG_INFO ] && echo "Page $page: Skipping processing because page contains text..."
pdfseparate -f $page -l $page "${FILE_INPUT_PDF}" "$curOCRedPDF"
exit 0
elif ([ "$ret_code" -eq "1" ] && [ "$FORCE_OCR" -eq "1" ]); then
[ $VERBOSITY -ge $LOG_WARN ] && echo "Page $page: OCRing anyway, assuming a default resolution of $dpi dpi"
# in case the page contains more than one image, warn the user but go on with default parameters
elif [ "$ret_code" -eq "2" ]; then
[ $VERBOSITY -ge $LOG_WARN ] && echo "Page $page: Continuing anyway, assuming a default resolution of $dpi dpi"
else
# read the image characteristics from the file
dpi=`cat "$curImgInfo" | grep "^DPI=" | cut -f2 -d"="`
colorspaceCurImg=`cat "$curImgInfo" | grep "^COLOR_SPACE=" | cut -f2 -d"="`
depthCurImg=`cat "$curImgInfo" | grep "^DEPTH=" | cut -f2 -d"="`
fi
# perform oversampling if the resolution is not sufficient to get good OCR results
if [ "$dpi" -lt "$OVERSAMPLING_DPI" ]; then
[ $VERBOSITY -ge $LOG_WARN ] && echo "Page $page: Low image resolution detected ($dpi dpi). Performing oversampling ($OVERSAMPLING_DPI dpi) to try to get better OCR results."
dpi="$OVERSAMPLING_DPI"
elif [ "$dpi" -lt "200" ]; then
[ $VERBOSITY -ge $LOG_WARN ] && echo "Page $page: Low image resolution detected ($dpi dpi). If needed, please use the \"-o\" to try to get better OCR results."
fi
# Identify if page image should be saved as ppm (color), pgm (gray) or pbm (b&w)
ext="ppm" # by default (color image) the extension of the extracted image is ppm
opt="" # by default (color image) no option as to be passed to pdftoppm
if [ "$colorspaceCurImg" = "Gray" ] && [ "$depthCurImg" = "1" ]; then # if monochrome (b&w)
ext="pbm"
opt="-mono"
elif [ "$colorspaceCurImg" = "Gray" ]; then # if gray
ext="pgm"
opt="-gray"
fi
curImgPixmap="$TMP_FLD/$page.$ext"
curImgPixmapDeskewed="$TMP_FLD/$page.deskewed.$ext"
curImgPixmapClean="$TMP_FLD/$page.cleaned.$ext"
# extract current page as image with correct orientation and resolution
[ $VERBOSITY -ge $LOG_DEBUG ] && echo "Page $page: Extracting image as $ext file (${dpi} dpi)"
! pdftoppm -f $page -l $page -r $dpi $opt "$FILE_INPUT_PDF" > "$curImgPixmap" \
&& echo "Could not extract page $page as $ext from \"$FILE_INPUT_PDF\". Exiting..." && exit $EXIT_OTHER_ERROR
# if requested deskew image (without changing its size in pixel)
widthCurImg=$(($dpi*$widthPDF/72))
heightCurImg=$(($dpi*$heightPDF/72))
if [ "$PREPROCESS_DESKEW" -eq "1" ]; then
[ $VERBOSITY -ge $LOG_DEBUG ] && echo "Page $page: Deskewing image"
! convert "$curImgPixmap" -deskew 40% -gravity center -extent ${widthCurImg}x${heightCurImg} "$curImgPixmapDeskewed" \
&& echo "Could not deskew \"$curImgPixmap\". Exiting..." && exit $EXIT_OTHER_ERROR
else
ln -s `basename "$curImgPixmap"` "$curImgPixmapDeskewed"
fi
# if requested clean image with unpaper to get better OCR results
if [ "$PREPROCESS_CLEAN" -eq "1" ]; then
[ $VERBOSITY -ge $LOG_DEBUG ] && echo "Page $page: Cleaning image with unpaper"
! unpaper --dpi $dpi --mask-scan-size 100 \
--no-deskew --no-grayfilter --no-blackfilter --no-mask-center --no-border-align \
"$curImgPixmapDeskewed" "$curImgPixmapClean" 1> /dev/null \
&& echo "Could not clean \"$curImgPixmapDeskewed\". Exiting..." && exit $EXIT_OTHER_ERROR
else
ln -s `basename "$curImgPixmapDeskewed"` "$curImgPixmapClean"
fi
# perform OCR
[ $VERBOSITY -ge $LOG_DEBUG ] && echo "Page $page: Performing OCR"
! tesseract -l "$LAN" "$curImgPixmapClean" "$curHocr" hocr $TESS_CFG_FILES 1> /dev/null 2> /dev/null \
&& echo "Could not OCR file \"$curImgPixmapClean\". Exiting..." && exit $EXIT_OTHER_ERROR
# Tesseract names the output files differently in some distributions.
if [ -e "$curHocr.html" ]; then
mv "$curHocr.html" "$curHocr"
elif [ -e "$curHocr.hocr" ]; then
mv "$curHocr.hocr" "$curHocr"
elif [ ! -e "$curHocr" ]; then
echo "\"$curHocr[.html|.hocr]\" not found. Exiting..." && exit $EXIT_OTHER_ERROR
fi
# embed text and image to new pdf file
if [ "$PREPROCESS_CLEANTOPDF" -eq "1" ]; then
image4finalPDF="$curImgPixmapClean"
else
image4finalPDF="$curImgPixmapDeskewed"
fi
[ $VERBOSITY -ge $LOG_DEBUG ] && echo "Page $page: Embedding text in PDF"
! python2 $SRC/hocrTransform.py -r $dpi -i "$image4finalPDF" "$curHocr" "$curOCRedPDF" \
&& echo "Could not create PDF file from \"$curHocr\". Exiting..." && exit $EXIT_OTHER_ERROR
# if requested generate special debug PDF page with visible OCR text
if [ $PDF_NOIMG -eq "1" ] ; then
[ $VERBOSITY -ge $LOG_DEBUG ] && echo "Page $page: Embedding text in PDF (debug page)"
! python2 $SRC/hocrTransform.py -b -r $dpi "$curHocr" "$curOCRedPDFDebug" \
&& echo "Could not create PDF file from \"$curHocr\". Exiting..." && exit $EXIT_OTHER_ERROR
fi
# delete temporary files created for the current page
# to avoid using to much disk space in case of PDF files having many pages
if [ $KEEP_TMP -eq 0 ]; then
rm -f "$curOrigImg"*
rm -f "$curHocr"
rm -f "$curImgPixmap"
rm -f "$curImgPixmapDeskewed"
rm -f "$curImgPixmapClean"
rm -f "$curImgInfo"
fi
exit 0
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#!/bin/sh
#
# Perform OCR several times in order to find how quicly the quality decreases
cpt=1
while [ $cpt -le 10 ] ; do
echo "------- Itteration $cpt ---------"
! ../../OCRmyPDF.sh -vv -l deu -k ../../tmp/ocred-$(($cpt-1)).pdf ../../tmp/ocred-$cpt.pdf && exit 1
cpt=$(($cpt+1))
done
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Note
====
The file(s) located in this folder are aimed at testing the OCRmyPDF script
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All test resources must come from free public domain sources for
copyright reasons.
Test files do not necessarily produce perfect (or even good) OCR
results.
+-------------------+--------------------------------------------------------------------------------+
| File | Source |
+===================+================================================================================+
| graph.pdf | Wikimedia |
+-------------------+--------------------------------------------------------------------------------+
| c02-22.pdf | Project Gutenberg: https://www.gutenberg.org/files/76/76-h/images/c02-22.jpg |
+-------------------+--------------------------------------------------------------------------------+
| LinnSequencer.jpg | Wikimedia: https://upload.wikimedia.org/wikipedia/en/b/b7/LinnSequencer_hardware_MIDI_sequencer_brochure_page_2_300dpi.jpg |
+-------------------+--------------------------------------------------------------------------------+
| congress.jpg | http://www.baxleystamps.com/litho/meiji/courts_1871.jpg |
+-------------------+--------------------------------------------------------------------------------+
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#!/usr/bin/env python3
# © 2015 James R. Barlow: github.com/jbarlow83
from __future__ import print_function
from subprocess import Popen, PIPE, check_output
import os
import shutil
from contextlib import suppress
import sys
from unittest.mock import patch, create_autospec
import pytest
from ocrmypdf.pageinfo import pdf_get_all_pageinfo
if sys.version_info.major < 3:
print("Requires Python 3.4+")
sys.exit(1)
TESTS_ROOT = os.path.abspath(os.path.dirname(__file__))
PROJECT_ROOT = os.path.dirname(TESTS_ROOT)
OCRMYPDF = os.path.join(PROJECT_ROOT, 'OCRmyPDF.sh')
TEST_RESOURCES = os.path.join(PROJECT_ROOT, 'tests', 'resources')
TEST_OUTPUT = os.path.join(PROJECT_ROOT, 'tests', 'output')
def setup_module():
with suppress(FileNotFoundError):
shutil.rmtree(TEST_OUTPUT)
with suppress(FileExistsError):
os.mkdir(TEST_OUTPUT)
def run_ocrmypdf_sh(input_file, output_file, *args):
sh_args = ['sh', OCRMYPDF] + list(args) + [input_file, output_file]
sh = Popen(
sh_args, close_fds=True, stdout=PIPE, stderr=PIPE,
universal_newlines=True)
out, err = sh.communicate()
return sh, out, err
def check_ocrmypdf(input_basename, output_basename, *args):
input_file = os.path.join(TEST_RESOURCES, input_basename)
output_file = os.path.join(TEST_OUTPUT, output_basename)
sh, _, err = run_ocrmypdf_sh(input_file, output_file, *args)
assert sh.returncode == 0, err
assert os.path.exists(output_file), "Output file not created"
assert os.stat(output_file).st_size > 100, "PDF too small or empty"
return output_file
def test_quick():
check_ocrmypdf('c02-22.pdf', 'test_quick.pdf')
def test_deskew():
# Run with deskew
deskewed_pdf = check_ocrmypdf('skew.pdf', 'test_deskew.pdf', '-d')
# Now render as an image again and use Leptonica to find the skew angle
# to confirm that it was deskewed
from ocrmypdf.ghostscript import rasterize_pdf
import logging
log = logging.getLogger()
deskewed_png = os.path.join(TEST_OUTPUT, 'deskewed.png')
rasterize_pdf(
deskewed_pdf,
deskewed_png,
xres=150,
yres=150,
raster_device='pngmono',
log=log)
from ocrmypdf.leptonica import pixRead, pixDestroy, pixFindSkew
pix = pixRead(deskewed_png)
skew_angle, skew_confidence = pixFindSkew(pix)
pix = pixDestroy(pix)
print(skew_angle)
assert -0.5 < skew_angle < 0.5, "Deskewing failed"
def test_clean():
check_ocrmypdf('skew.pdf', 'test_clean.pdf', '-c')
def test_metadata():
pdf = check_ocrmypdf(
'c02-22.pdf', 'test_metadata.pdf',
'--title', 'Du siehst den Wald vor lauter Bäumen nicht.',
'--author', '孔子',
'--subject', 'U+1030C is: 𐌌')
out_pdfinfo = check_output(['pdfinfo', pdf], universal_newlines=True)
lines_pdfinfo = out_pdfinfo.splitlines()
pdfinfo = {}
for line in lines_pdfinfo:
k, v = line.strip().split(':', maxsplit=1)
pdfinfo[k.strip()] = v.strip()
assert pdfinfo['Title'] == 'Du siehst den Wald vor lauter Bäumen nicht.'
assert pdfinfo['Author'] == '孔子'
assert pdfinfo['Subject'] == 'U+1030C is: 𐌌'
assert pdfinfo.get('Keywords', '') == ''
def check_oversample(renderer):
oversampled_pdf = check_ocrmypdf(
'skew.pdf', 'test_oversample_%s.pdf' % renderer, '--oversample', '300',
'--pdf-renderer', renderer)
pdfinfo = pdf_get_all_pageinfo(oversampled_pdf)
print(pdfinfo[0]['xres'])
assert abs(pdfinfo[0]['xres'] - 300) < 1
def test_oversample():
yield check_oversample, 'hocr'
yield check_oversample, 'tesseract'
def test_repeat_ocr():
sh, _, _ = run_ocrmypdf_sh('graph_ocred.pdf', 'wontwork.pdf')
assert sh.returncode != 0
def test_force_ocr():
out = check_ocrmypdf('graph_ocred.pdf', 'test_force.pdf', '-f')
pdfinfo = pdf_get_all_pageinfo(out)
assert pdfinfo[0]['has_text']
def test_skip_ocr():
check_ocrmypdf('graph_ocred.pdf', 'test_skip.pdf', '-s')
def check_ocr_timeout(renderer):
out = check_ocrmypdf('skew.pdf', 'test_timeout_%s.pdf' % renderer,
'--tesseract-timeout', '1.0')
pdfinfo = pdf_get_all_pageinfo(out)
assert pdfinfo[0]['has_text'] == False
def test_ocr_timeout():
yield check_ocr_timeout, 'hocr'
yield check_ocr_timeout, 'tesseract'
def test_skip_big():
out = check_ocrmypdf('enormous.pdf', 'test_enormous.pdf',
'--skip-big', '10')
pdfinfo = pdf_get_all_pageinfo(out)
assert pdfinfo[0]['has_text'] == False
def check_maximum_options(renderer):
check_ocrmypdf(
'multipage.pdf', 'test_multipage%s.pdf' % renderer,
'-d', '-c', '-i', '-g', '-f', '-k', '--oversample', '300',
'--skip-big', '10', '--title', 'Too Many Weird Files',
'--author', 'py.test', '--pdf-renderer', renderer)
def test_maximum_options():
yield check_maximum_options, 'hocr'
yield check_maximum_options, 'tesseract'