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Commit e4bd1047 authored by Jérome Perrin's avatar Jérome Perrin
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Remove unused code problematic on python3 

See merge request !1933
parents 2d2050eb dc08ee50
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    bt5/erp5_dms/ExtensionTemplateItem/portal_components/extension.erp5.DocumentManagement.py
    View file @ e4bd1047
    ......@@ -25,76 +25,17 @@
    #
    ##############################################################################
    import zipfile, cStringIO, re
    import xmlrpclib, base64
    from Products.CMFCore.utils import getToolByName
    def extractContent(data):
    """
    extract text content from ODF data
    directly by unzipping (no need for oood here)
    """
    # XXX probably not used - to really get text content it should
    # strip xml too
    cs = cStringIO.StringIO()
    cs.write(data)
    try:
    z = zipfile.ZipFile(cs)
    except zipfile.BadZipfile:
    cs.close()
    return ''
    s = z.read('content.xml')
    cs.close()
    z.close()
    return s
    ###### XXX these methods repeat what is in OOoDocument class
    # maybe redundant, but we need to access them from Script (Python)
    def convertToOdf(self, name, data):
    """
    convert data into ODF format
    to be used in ingestion when we don't yet have an ERP5 object
    to work with (and we for example have to figure out portal_type)
    """
    sp = mkProxy(self)
    kw = sp.run_convert(name,base64.encodestring(data))
    odf = base64.decodestring(kw['data'])
    return odf
    def mkProxy(self):
    pref = getToolByName(self,'portal_preferences')
    adr = pref.getPreferredDmsOoodocServerAddress()
    nr = pref.getPreferredDmsOoodocServerPortNumber()
    if adr is None or nr is None:
    raise Exception('you should set conversion server coordinates in preferences')
    sp = xmlrpclib.ServerProxy('http://%s:%d' % (adr,nr), allow_none=True)
    return sp
    def generateFile(self, name, data, format): # pylint: disable=redefined-builtin
    sp = mkProxy(self)
    kw = sp.run_generate(name, data, None, format)
    res = base64.decodestring(kw['data'])
    return res
    def getAttrFromFilename(self, fname):
    """
    parse file name using regexp specified in preferences
    """
    rx_parse = re.compile(self.portal_preferences.getPreferredDmsFilenameRegexp())
    m = rx_parse.match(fname)
    if m is None:
    return {}
    return m.groupdict()
    import re
    def getLastWorkflowDate(self, state_name='simulation_state', state=('released','public')):
    '''we can make something more generic out of it
    or JP says "there is an API for it" and we trash this one'''
    if not hasattr(self, 'workflow_history'):
    return None
    for wflow in self.workflow_history.values():
    if wflow is None or len(wflow) == 0: continue # empty history
    if wflow[0].get(state_name) is None: continue # not the right one
    if wflow is None or len(wflow) == 0:
    continue # empty history
    if wflow[0].get(state_name) is None:
    continue # not the right one
    for i in range(len(wflow)):
    ch = wflow[-1-i]
    act = ch.get('action', '')
    ......@@ -105,16 +46,6 @@ def getLastWorkflowDate(self, state_name='simulation_state', state=('released','
    #############################################################################
    # Mail management
    def findAddress(txt):
    """
    find email address in a string
    """
    validchars = r'0-9A-Za-z.\-_'
    r=re.compile('[%s]+@[%s]+' % (validchars,validchars))
    m=r.search(txt)
    return m and m.group()
    def extractParams(txt):
    """
    extract parameters given in mail body
    ......
    bt5/erp5_receipt_recognition/ActionTemplateItem/portal_types/Receipt%20Recognition%20Module/view.xml deleted 100644 → 0
    View file @ 2d2050eb
    <?xml version="1.0"?>
    <ZopeData>
    <record id="1" aka="AAAAAAAAAAE=">
    <pickle>
    <global name="ActionInformation" module="Products.CMFCore.ActionInformation"/>
    </pickle>
    <pickle>
    <dictionary>
    <item>
    <key> <string>action</string> </key>
    <value>
    <persistent> <string encoding="base64">AAAAAAAAAAI=</string> </persistent>
    </value>
    </item>
    <item>
    <key> <string>categories</string> </key>
    <value>
    <tuple>
    <string>action_type/object_list</string>
    </tuple>
    </value>
    </item>
    <item>
    <key> <string>category</string> </key>
    <value> <string>object_list</string> </value>
    </item>
    <item>
    <key> <string>condition</string> </key>
    <value> <string></string> </value>
    </item>
    <item>
    <key> <string>description</string> </key>
    <value> <string></string> </value>
    </item>
    <item>
    <key> <string>icon</string> </key>
    <value> <string></string> </value>
    </item>
    <item>
    <key> <string>id</string> </key>
    <value> <string>view</string> </value>
    </item>
    <item>
    <key> <string>permissions</string> </key>
    <value>
    <tuple>
    <string>View</string>
    </tuple>
    </value>
    </item>
    <item>
    <key> <string>portal_type</string> </key>
    <value> <string>Action Information</string> </value>
    </item>
    <item>
    <key> <string>priority</string> </key>
    <value> <float>1.0</float> </value>
    </item>
    <item>
    <key> <string>title</string> </key>
    <value> <string>View</string> </value>
    </item>
    <item>
    <key> <string>visible</string> </key>
    <value> <int>1</int> </value>
    </item>
    </dictionary>
    </pickle>
    </record>
    <record id="2" aka="AAAAAAAAAAI=">
    <pickle>
    <global name="Expression" module="Products.CMFCore.Expression"/>
    </pickle>
    <pickle>
    <dictionary>
    <item>
    <key> <string>text</string> </key>
    <value> <string>string:${object_url}/ReceiptRecognitionModule_viewReceiptRecognitionList</string> </value>
    </item>
    </dictionary>
    </pickle>
    </record>
    </ZopeData>
    bt5/erp5_receipt_recognition/ActionTemplateItem/portal_types/Receipt%20Recognition/receipt_convert.xml deleted 100644 → 0
    View file @ 2d2050eb
    <?xml version="1.0"?>
    <ZopeData>
    <record id="1" aka="AAAAAAAAAAE=">
    <pickle>
    <global name="ActionInformation" module="Products.CMFCore.ActionInformation"/>
    </pickle>
    <pickle>
    <dictionary>
    <item>
    <key> <string>action</string> </key>
    <value>
    <persistent> <string encoding="base64">AAAAAAAAAAI=</string> </persistent>
    </value>
    </item>
    <item>
    <key> <string>categories</string> </key>
    <value>
    <tuple>
    <string>action_type/object_action</string>
    </tuple>
    </value>
    </item>
    <item>
    <key> <string>category</string> </key>
    <value> <string>object_action</string> </value>
    </item>
    <item>
    <key> <string>condition</string> </key>
    <value> <string></string> </value>
    </item>
    <item>
    <key> <string>description</string> </key>
    <value>
    <none/>
    </value>
    </item>
    <item>
    <key> <string>icon</string> </key>
    <value> <string></string> </value>
    </item>
    <item>
    <key> <string>id</string> </key>
    <value> <string>receipt_convert</string> </value>
    </item>
    <item>
    <key> <string>permissions</string> </key>
    <value>
    <tuple>
    <string>Modify portal content</string>
    </tuple>
    </value>
    </item>
    <item>
    <key> <string>portal_type</string> </key>
    <value> <string>Action Information</string> </value>
    </item>
    <item>
    <key> <string>priority</string> </key>
    <value> <float>1.0</float> </value>
    </item>
    <item>
    <key> <string>title</string> </key>
    <value> <string>Convert Receipt</string> </value>
    </item>
    <item>
    <key> <string>visible</string> </key>
    <value> <int>1</int> </value>
    </item>
    </dictionary>
    </pickle>
    </record>
    <record id="2" aka="AAAAAAAAAAI=">
    <pickle>
    <global name="Expression" module="Products.CMFCore.Expression"/>
    </pickle>
    <pickle>
    <dictionary>
    <item>
    <key> <string>text</string> </key>
    <value> <string>string:${object_url}/ReceiptRecognition_convertImage</string> </value>
    </item>
    </dictionary>
    </pickle>
    </record>
    </ZopeData>
    bt5/erp5_receipt_recognition/ActionTemplateItem/portal_types/Receipt%20Recognition/view.xml deleted 100644 → 0
    View file @ 2d2050eb
    <?xml version="1.0"?>
    <ZopeData>
    <record id="1" aka="AAAAAAAAAAE=">
    <pickle>
    <global name="ActionInformation" module="Products.CMFCore.ActionInformation"/>
    </pickle>
    <pickle>
    <dictionary>
    <item>
    <key> <string>action</string> </key>
    <value>
    <persistent> <string encoding="base64">AAAAAAAAAAI=</string> </persistent>
    </value>
    </item>
    <item>
    <key> <string>categories</string> </key>
    <value>
    <tuple>
    <string>action_type/object_view</string>
    </tuple>
    </value>
    </item>
    <item>
    <key> <string>category</string> </key>
    <value> <string>object_view</string> </value>
    </item>
    <item>
    <key> <string>condition</string> </key>
    <value> <string></string> </value>
    </item>
    <item>
    <key> <string>description</string> </key>
    <value>
    <none/>
    </value>
    </item>
    <item>
    <key> <string>icon</string> </key>
    <value> <string></string> </value>
    </item>
    <item>
    <key> <string>id</string> </key>
    <value> <string>view</string> </value>
    </item>
    <item>
    <key> <string>permissions</string> </key>
    <value>
    <tuple>
    <string>View</string>
    </tuple>
    </value>
    </item>
    <item>
    <key> <string>portal_type</string> </key>
    <value> <string>Action Information</string> </value>
    </item>
    <item>
    <key> <string>priority</string> </key>
    <value> <float>1.0</float> </value>
    </item>
    <item>
    <key> <string>title</string> </key>
    <value> <string>View</string> </value>
    </item>
    <item>
    <key> <string>visible</string> </key>
    <value> <int>1</int> </value>
    </item>
    </dictionary>
    </pickle>
    </record>
    <record id="2" aka="AAAAAAAAAAI=">
    <pickle>
    <global name="Expression" module="Products.CMFCore.Expression"/>
    </pickle>
    <pickle>
    <dictionary>
    <item>
    <key> <string>text</string> </key>
    <value> <string>string:${object_url}/ReceiptRecognition_view</string> </value>
    </item>
    </dictionary>
    </pickle>
    </record>
    </ZopeData>
    bt5/erp5_receipt_recognition/ExtensionTemplateItem/portal_components/extension.erp5.ReceiptRecognition.py deleted 100644 → 0
    View file @ 2d2050eb
    # -*- coding: utf-8 -*-
    """
    Extension to find receipts inside images.
    Most of the functions is code from ocropy binaries modified
    to work inside erp5 and adapt to receipt binaries and with more
    explanation
    https://github.com/tmbdev/ocropy
    """
    # pylint: disable=unpacking-non-sequence
    # Pylint is confused by ocropy.
    import numpy as np
    import scipy.ndimage as ndi
    import StringIO
    from matplotlib import pylab
    import matplotlib.image as mpimg
    import scipy.stats as stats
    import re
    import cPickle
    import ocrolib
    def getReceiptValue(self, image_data, model_name = "en-default.pyrnn"):
    """
    Function called from an erp5 script through externalMethod
    that take an image and its name and save its binarized
    version in the image portal.
    ----------------------------
    @args:
    - self: object
    Represent the erp5 object from which externalmethods or module
    objects can be called
    - image_data:
    Representation of the image to analyse
    @return:
    - anon: float
    Represent total value paid on the receipt
    ----------------------------
    This function look for euros only and return a price with a two digit
    precison like "135.79" or "43,89".
    """
    image_as_string = StringIO.StringIO(image_data)
    image_as_array = mpimg.imread(image_as_string, format = 'JPG')
    line_list, cleared = getLinesFromPicture(image_as_array)
    # Start the neural network
    network, lnorm = initRnnModel(model_name)
    return findReceiptValue(line_list, cleared, network, lnorm)
    def findReceiptValue(line_list, cleared, network, lnorm):
    """
    Function that run the neural network through the receipt and extract
    meaningfull value
    -----------------------------
    @args:
    - lines: array list
    Represent lines of text that will be extracted
    from the image
    - cleared:2D array
    Represent binarized image cropped and cleaned,
    from which we will extract text lines
    - network: lstm object
    Represent the trained neural net
    - lnorm: method from lstm object
    Represent the size of the lstm object. Is used to scale the objects
    to recognize from original size to the average network object.
    @return:
    - anon: float
    Represent total value paid on the receipt
    -----------------------------
    This function can bemodified to add more field to detect. It might be
    possible to run a classification neural net on the result.
    """
    value_list = []
    tofind = r"(EUR)|€|(TOT)"
    for _, line in enumerate(line_list):
    binline = ocrolib.extract_masked(1 - cleared, line, 3, 3)
    # Corner case: he dewarping function from the normalizer fail
    # sometimes on empty lines. Can be corrected with better segmentation
    try:
    evaluate = getStringFromImage(binline, lnorm, network)
    if re.search(tofind, evaluate.upper()):
    number = re.findall(r"\d+[\.|,]\d\d", evaluate)
    value_list += [float(char.replace(',', '.')) for char in number]
    except ValueError:
    pass
    return round(max(value_list), 2)
    def getRnnModelFromDataStream(self, model_name="en-default.pyrnn"):
    """
    This function load a neural network from a dataStream
    ----------------------------
    @args:
    - model_name: string, default: en-default.pyrnn
    Id of the object in data_stream_module that contain the rnn model
    @return:
    - network: lstm object
    Represent the trained neural net
    - lnorm: method from lstm object
    Represent the size of the lstm object. Is used to scale the objects
    to recognize from original size to the average network object.
    ----------------------------
    WARNING: This function present a security issue and should NOT be called with
    an user-defined model name (see cpickle security issue)
    """
    network = cPickle.loads(self.data_stream_module[model_name].getData())
    lnorm = getattr(network, "lnorm", None)
    return network, lnorm
    def initRnnModel(model_name = "en-default.pyrnn"):
    """
    This function load the neural network model from slapos backend
    and initialise it.
    ----------------------------
    @args:
    - model_name: string, default: en-default.pyrnn
    Id of the object in the filesystem that contain the rnn model
    @return:
    - network: lstm object
    Represent the trained neural net
    - lnorm: method from lstm object
    Represent the size of the lstm object. Is used to scale the objects
    to recognize from original size to the average network object.
    ----------------------------
    LSTM meaning: https://en.wikipedia.org/wiki/Long_short-term_memory
    lnorm is extracted for clarity. This function initialize the neural net after
    loading.
    """
    network = ocrolib.load_object(model_name)
    for node in network.walk():
    if isinstance(node, ocrolib.lstm.LSTM):
    node.allocate(5000)
    lnorm = getattr(network, "lnorm", None)
    return network, lnorm
    def getLinesFromPicture(image_as_array):
    """
    Function that take an colorized image in argument and return a
    cleared binarized image and a list of lines
    ----------------------------
    @args:
    - image_as_array: 3d array
    Represent a colored image
    @return:
    - lines: array list
    Represent lines of text that will be extracted
    from the image
    - cleared:2D array
    Represent binarized image cropped and cleaned,
    from which we will extract text lines
    ----------------------------
    This function find the text position of text line in an image
    The neural network recognition only works on independant lines
    of a binarized image.
    Could be improved by making this function return each line as
    independant picture
    """
    grey_image = convertGreyscale(image_as_array)
    cropped_image = cropImage(grey_image)
    binarized_image = imageBinarization(cropped_image)
    binary = 1 - binarized_image
    cleaned, scale = removeObjects(binary)
    angle = getEstimatedSkewAngle(cleaned, np.linspace(-4, 4, 24))
    cleaned = ndi.interpolation.rotate(
    cleaned, angle, mode='constant', reshape = 0
    )
    segmentation = getSegmentizedImage(cleaned, scale)
    # Sort the labels from top to bottom
    line_list = ocrolib.compute_lines(segmentation, scale)
    order = ocrolib.reading_order([line.bounds for line in line_list])
    sorted_lines = ocrolib.topsort(order)
    # Renumber the labels with growing values
    total_labels = np.amax(segmentation) + 1
    renumber = np.zeros(total_labels, 'i')
    for i, line in enumerate(sorted_lines):
    renumber[line_list[line].label] = 0x010000 + (i + 1)
    segmentation = renumber[segmentation]
    line_list = [line_list[i] for i in sorted_lines]
    return line_list, cleaned
    def getStringFromImage(image, lnorm, network):
    """
    Function that use a neural network to get a string of character from
    an image that contain a line of text
    ------------------------------------
    @args:
    - image: 2D array
    Represent a binarized image that contain a line of text
    - lnorm: norm attribute of the neural network
    Used to scale the letters from the image to the text of the
    neural network
    - network: neural network
    Used to predict text
    @return:
    - pred: string
    Text extracted from image
    ------------------------------------
    Getting the text of each line allow the neural network not to be confused
    with noise.
    """
    temp = np.amax(image) - image
    temp = temp * 1.0 / np.amax(temp)
    lnorm.measure(temp)
    image = lnorm.normalize(image, cval = np.amax(image))
    image = ocrolib.lstm.prepare_line(image, 16)
    return network.predictString(image)
    def getLineSeed(binary, scale, bottom, top):
    """
    Function that find "line seeds" inside a binarized image. The line
    seeds are multiple boxes that surround text in a picture.
    --------------------------------------
    @args:
    - binary: 2D array
    Represent the image from which line seed will be extracted
    - scale: double
    Represent the size of the average object
    - bottom: 2D array
    Represent the bottom boundary of line seeds
    - top: 2D array
    Represent the top boundary of line seeds
    --------------------------------------
    The line seeds act as a "mask" that isolate lines from each other
    to allow segmentation
    """
    # Use scale as a int
    vrange = int(scale)
    threshold = 0.1
    # Find the bottom boundary
    bmarked = ndi.maximum_filter(
    bottom == ndi.maximum_filter(bottom, (vrange, 0)), (2, 2))
    bmarked = bmarked*(bottom > threshold * np.amax(bottom) * threshold)
    # Find the top boundary
    tmarked = ndi.maximum_filter(
    top == ndi.maximum_filter(top,(vrange, 0)), (2, 2))
    tmarked = tmarked * (top > threshold * np.amax(top) * threshold / 2)
    tmarked = ndi.maximum_filter(tmarked, (1, 20))
    # Create seeds
    seeds = np.zeros(binary.shape, 'i')
    line_spacing = vrange / 2
    for x in range(bmarked.shape[1]):
    transitions = sorted([(y, 1) for y in pylab.find(bmarked[ : , x])] \
    + [(y, 0) for y in pylab.find(tmarked[ : , x])])[:: -1]
    transitions += [(0, 0)]
    for i in range(len(transitions) - 1):
    y0, s0 = transitions[i]
    if s0 == 0:
    continue
    seeds[y0 - line_spacing : y0, x] = 1
    y1, s1 = transitions[i + 1]
    if s1 == 0 and (y0 - y1) < 5 * scale:
    seeds[y1 : y0, x] = 1
    return ndi.maximum_filter(seeds, (1, vrange))
    def getSegmentizedImage(binary, scale):
    """
    Function that give every pixel of every text character on a same line
    the same value so it can be easily separated latter
    This function find the upper and lower boundaries of text lines with
    a filter using the first derivative of gaussian kernel to get
    horizontal change of intensity and stretching it
    ----------------------------
    @args:
    binary: 2D array
    Represent a clean, straight binarized image from witch we will
    find the seeds
    scale: double
    Represent the size of the mean object
    @return:
    segmentation: 2D array
    Represent a picture with different pixel value for each line
    of text.
    ----------------------------
    The segmentization give us independant text lines. Rotating the
    picture to make lines more straight could improve result.
    Some args could be added to play on the stretching of the blur or
    the threeshold for finding the mask boundaries
    """
    boxmap = ocrolib.compute_boxmap(binary, scale, threshold = (.25, 4))
    cleaned_image = boxmap * binary
    # Finding horizontals gradient
    gradient = ndi.gaussian_filter(1.0 * cleaned_image, (0.5 * scale,
    scale * 6), order = (1, 0))
    gradient = ndi.uniform_filter(gradient,(1, 20))
    # Find the bottom (whiter) and top (darker) zones from grad
    bottom = ocrolib.norm_max((gradient < 0) * (-gradient))
    top = ocrolib.norm_max((gradient > 0) * gradient)
    seeds = getLineSeed(cleaned_image, scale, bottom, top)
    # Label the seeds then group them by line inside boxmaps
    seeds,_ = ocrolib.morph.label(seeds)
    labels = ocrolib.morph.propagate_labels(boxmap, seeds, conflict = 1)
    spread = ocrolib.morph.spread_labels(seeds, maxdist = (scale / 4))
    labels = np.where(labels > 0, labels, spread * binary)
    return labels * binary
    def removeObjects(binarized):
    """
    This function identify objects as contigunious spot of white on a
    black image and remove the bigger and smaller ones.
    ---------------------------
    @args:
    binarized: 2D array
    Represent the inversed color binarized picture from which
    objects bigger than the mean will be taken from.
    @return:
    binarized: 2D array
    "cleaned" array
    scale: double
    Represent the size of the mean object
    ---------------------------
    This function improve line detection and "clean" the image.
    A coefficient could be added to the function to change the value of
    height and width of the deleted object, or to choose only horizontal
    or vertical objects.
    """
    labels, n = ocrolib.morph.label(binarized)
    objects = ocrolib.morph.find_objects(labels)
    # Calculate the median of all objects
    bysize = sorted(objects, key = ocrolib.sl.area)
    scalemap = np.zeros(binarized.shape)
    for sub_object in bysize:
    if np.amax(scalemap[sub_object]) > 0:
    continue
    scalemap[sub_object] = ocrolib.sl.area(sub_object) ** 0.5
    scale = ndi.median(scalemap[(scalemap > 3) & (scalemap < 100)])
    # Take the mesurement of small objects
    sums = ndi.measurements.sum(binarized, labels, range(n + 1))
    sums = sums[labels]
    # Find all objects and remove big ones
    for i, b in enumerate(objects):
    if (ocrolib.sl.width(b) > scale * 8) \
    or (ocrolib.sl.height(b) > scale * 8):
    labels[b][labels[b] == i + 1] = 0
    # Recreate an array without big objects
    binarized = np.array(labels != 0, 'B')
    # Remove small objects from this image
    binarized = np.minimum(binarized, 1 - (sums > 0) * (sums < scale))
    return binarized, scale
    def getEstimatedSkewAngle(image, angle_list):
    """
    Function that estimate at which angle the image is the most
    straight
    -------------------------------
    @args:
    - image: 2d array
    Represent the greyscale original image
    - angle_list: float list
    Represent the list of angles that will be tested in the
    function
    @return:
    a: float
    Represent the value of the angle (in degrees) for which the
    image is the less skew
    -------------------------------
    This function is needed to get a better segmentation (since the
    segmentation is done horizontally). It calculate the mean of each
    line in the picture then calculate the variance, and return the
    angle value for which the variance is the highest.
    """
    estimates = []
    for angle in angle_list:
    mean = np.mean(ndi.interpolation.rotate(
    image, angle, order = 0, mode = 'constant'), axis = 1)
    variance = np.var(mean)
    estimates.append((variance, angle))
    _, angle = max(estimates)
    return angle
    def removeBackground(image, percentile=50):
    """
    Function that help flatten the image by estimating locals
    whitelevels. This remove local extremes and give an image with
    homogenous background and no details
    ------------------------------
    @args:
    - image: 2D array
    Represent a greyscale image
    - percentile: integer between -100 and 100
    A percentile filter with a value of 50 is basically a
    median filter, value of 0 is a minimum filter and with
    a value of 100 a maximum filter
    @return:
    - 2D array
    Represent a greyscale image with no local extreme
    ------------------------------
    The filter result will be substracted from the original image
    to make that only local extremes stand out.
    A Kuwahara filter might give better results.
    """
    # Reduce extreme differences in the greyscale image
    image = image - pylab.amin(image)
    image /= pylab.amax(image)
    white_image = ndi.filters.percentile_filter(image, percentile, size=(80, 2))
    white_image = ndi.filters.percentile_filter(white_image, percentile, size=(2, 80))
    # Get the difference between the whiteleveled image and the
    # original one and put them betewwn 0 an 1
    return np.clip(image - white_image + 1, 0, 1)
    def cropImage(image):
    """
    Function that perform cropping and flattening -- Removing
    homogenous background and small extremes-- on an image.
    -------------------------------
    @args:
    grey: 2D array
    Represent the original greyscale image
    @return:
    flat: 2D array
    Represent the original image cropped and flattened
    -------------------------------
    This function reduce the size of the image and clear noise from
    homogenous background
    """
    # Reduce extreme differences in the greyscale image
    white_image = removeBackground(image)
    # Calculate coordinate to crop the image, can be done in another
    # function to improve readability
    mask = ndi.gaussian_filter(
    white_image, 7.0) < 0.9 * np.amax(white_image)
    coords = np.argwhere(mask)
    # Bounding box of kept pixels.
    x_min, y_min = coords.min(axis = 0)
    x_max, y_max = coords.max(axis = 0)
    return white_image[x_min - 10 : x_max + 10, y_min - 10 : y_max + 10]
    def imageBinarization(flattened_image):
    """
    Fontion that take a flattened image and binarize it to make OCR
    easier
    -------------------------------
    @args:
    - flattened_image: 2D array
    Represent a greyscale image
    @return:
    - binarized_image: 2D array
    Represent a binarized image
    -------------------------------
    Binarized image is needed to get text boundaries and make text
    easier to distinguish from background.
    """
    gaussian_image = ndi.gaussian_filter(flattened_image, 1)
    # Applying a Gaussian filter with a small sigma and substracting
    # it from the "original" image allow to do an approximation of
    # Laplacian.
    blurred_gaussian = ndi.gaussian_filter(gaussian_image, 3)
    # Add the scaled Laplacian to the smoothed image to sharpen its edges
    sharpened = 1.5 * gaussian_image - blurred_gaussian
    # Estimate low and high threshold
    low = stats.scoreatpercentile(sharpened.ravel(), 5)
    high = stats.scoreatpercentile(sharpened.ravel(), 70)
    # rescale the image to enhance differences
    sharpened = (sharpened - low) / (high - low)
    sharpened = np.clip(sharpened, 0, 1)
    # Binarization
    return sharpened > 0.7
    def convertGreyscale(image):
    """
    Function that take a three dimension numpy array
    representing a RGB picture and return a two dimension
    numpy array of this picture in greyscale with values between
    0 and 1
    @args:
    - image: 3 dimension numpy array from a RGB picture with
    values between 0 and 255
    @return:
    grey: 2 dimension numpy array with values between 0 and 1
    The greyscale conversion is needed to detect edge in
    the preprocessing and later to extract easier to process data
    """
    return image.astype(float).sum(axis = -1) / 3. / 255
    bt5/erp5_receipt_recognition/ExtensionTemplateItem/portal_components/extension.erp5.ReceiptRecognition.xml deleted 100644 → 0
    View file @ 2d2050eb
    <?xml version="1.0"?>
    <ZopeData>
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    </pickle>
    </record>
    </ZopeData>
    bt5/erp5_receipt_recognition/ModuleTemplateItem/receipt_recognition_module.xml deleted 100644 → 0
    View file @ 2d2050eb
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    <id>receipt_recognition_module</id>
    <permission_list>
    <permission type='tuple'>
    <name>Access Transient Objects</name>
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    <role>Assignor</role>
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    <role>Manager</role>
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    <permission type='tuple'>
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    <role>Assignee</role>
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    <role>Author</role>
    <role>Manager</role>
    </permission>
    <permission type='tuple'>
    <name>Add portal content</name>
    <role>Assignor</role>
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    <role>Manager</role>
    </permission>
    <permission type='tuple'>
    <name>Add portal folders</name>
    <role>Assignor</role>
    <role>Author</role>
    <role>Manager</role>
    </permission>
    <permission type='tuple'>
    <name>Change local roles</name>
    <role>Assignor</role>
    <role>Manager</role>
    </permission>
    <permission type='tuple'>
    <name>Copy or Move</name>
    <role>Assignee</role>
    <role>Assignor</role>
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    <role>Author</role>
    <role>Manager</role>
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    <permission type='tuple'>
    <name>Delete objects</name>
    <role>Assignor</role>
    <role>Manager</role>
    </permission>
    <permission type='tuple'>
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    <role>Assignee</role>
    <role>Assignor</role>
    <role>Associate</role>
    <role>Auditor</role>
    <role>Author</role>
    <role>Manager</role>
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    <permission type='tuple'>
    <name>Modify portal content</name>
    <role>Assignor</role>
    <role>Manager</role>
    </permission>
    <permission type='tuple'>
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    <role>Assignee</role>
    <role>Assignor</role>
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    <permission type='tuple'>
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    <role>Assignee</role>
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    <role>Auditor</role>
    <role>Author</role>
    <role>Manager</role>
    </permission>
    </permission_list>
    <portal_type>Receipt Recognition Module</portal_type>
    <title>Receipt Recognition</title>
    </module>
    \ No newline at end of file
    bt5/erp5_receipt_recognition/PortalTypeAllowedContentTypeTemplateItem/allowed_content_types.xml deleted 100644 → 0
    View file @ 2d2050eb
    <allowed_content_type_list>
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    <item>Receipt Recognition</item>
    </portal_type>
    </allowed_content_type_list>
    \ No newline at end of file
    bt5/erp5_receipt_recognition/PortalTypeBaseCategoryTemplateItem/base_category_list.xml deleted 100644 → 0
    View file @ 2d2050eb
    <base_category_list>
    <portal_type id="Receipt Recognition Module">
    <item>business_application</item>
    </portal_type>
    </base_category_list>
    \ No newline at end of file
    bt5/erp5_receipt_recognition/PortalTypePropertySheetTemplateItem/property_sheet_list.xml deleted 100644 → 0
    View file @ 2d2050eb
    <property_sheet_list>
    <portal_type id="Receipt Recognition">
    <item>Document</item>
    </portal_type>
    </property_sheet_list>
    \ No newline at end of file
    bt5/erp5_receipt_recognition/PortalTypeTemplateItem/portal_types/Receipt%20Recognition%20Module.xml deleted 100644 → 0
    View file @ 2d2050eb
    <?xml version="1.0"?>
    <ZopeData>
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    bt5/erp5_receipt_recognition/PortalTypeTemplateItem/portal_types/Receipt%20Recognition.xml deleted 100644 → 0
    View file @ 2d2050eb
    <?xml version="1.0"?>
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    bt5/erp5_receipt_recognition/SkinTemplateItem/portal_skins/erp5_receipt_recognition.xml deleted 100644 → 0
    View file @ 2d2050eb
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    bt5/erp5_receipt_recognition/SkinTemplateItem/portal_skins/erp5_receipt_recognition/ReceiptRecognitionModule_viewReceiptRecognitionList.xml deleted 100644 → 0
    View file @ 2d2050eb
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    </ZopeData>
    bt5/erp5_receipt_recognition/SkinTemplateItem/portal_skins/erp5_receipt_recognition/ReceiptRecognitionModule_viewReceiptRecognitionList/listbox.xml deleted 100644 → 0
    View file @ 2d2050eb
    <?xml version="1.0"?>
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    </item>
    <item>
    <key> <string>id</string> </key>
    <value> <string>listbox</string> </value>
    </item>
    <item>
    <key> <string>message_values</string> </key>
    <value>
    <dictionary>
    <item>
    <key> <string>external_validator_failed</string> </key>
    <value> <string>The input failed the external validator.</string> </value>
    </item>
    </dictionary>
    </value>
    </item>
    <item>
    <key> <string>overrides</string> </key>
    <value>
    <dictionary>
    <item>
    <key> <string>field_id</string> </key>
    <value> <string></string> </value>
    </item>
    <item>
    <key> <string>form_id</string> </key>
    <value> <string></string> </value>
    </item>
    </dictionary>
    </value>
    </item>
    <item>
    <key> <string>tales</string> </key>
    <value>
    <dictionary>
    <item>
    <key> <string>field_id</string> </key>
    <value> <string></string> </value>
    </item>
    <item>
    <key> <string>form_id</string> </key>
    <value> <string></string> </value>
    </item>
    </dictionary>
    </value>
    </item>
    <item>
    <key> <string>values</string> </key>
    <value>
    <dictionary>
    <item>
    <key> <string>columns</string> </key>
    <value>
    <list>
    <tuple>
    <string>title</string>
    <string>Title</string>
    </tuple>
    <tuple>
    <string>total</string>
    <string>Total</string>
    </tuple>
    <tuple>
    <string>follow_up_title</string>
    <string>Image</string>
    </tuple>
    </list>
    </value>
    </item>
    <item>
    <key> <string>field_id</string> </key>
    <value> <string>my_list_mode_listbox</string> </value>
    </item>
    <item>
    <key> <string>form_id</string> </key>
    <value> <string>Base_viewFieldLibrary</string> </value>
    </item>
    <item>
    <key> <string>portal_type</string> </key>
    <value>
    <list>
    <tuple>
    <string>Receipt Recognition</string>
    <string>Receipt Recognition</string>
    </tuple>
    </list>
    </value>
    </item>
    <item>
    <key> <string>portal_types</string> </key>
    <value>
    <list/>
    </value>
    </item>
    <item>
    <key> <string>title</string> </key>
    <value> <string>Receipt Recognition</string> </value>
    </item>
    </dictionary>
    </value>
    </item>
    </dictionary>
    </pickle>
    </record>
    </ZopeData>
    bt5/erp5_receipt_recognition/SkinTemplateItem/portal_skins/erp5_receipt_recognition/ReceiptRecognition_convertImage.py deleted 100644 → 0
    View file @ 2d2050eb
    image = context.getFollowUpValue()
    if image is not None:
    try:
    total = container.ReceiptRecognition_getReceiptValue(image.getData())
    message = "Total found"
    context.edit(
    total = total,
    )
    except ValueError as e:
    message = "Could not find value, please submit it manually"
    else:
    message = "Cannot find the image"
    if batch_mode:
    return
    context.Base_redirect(
    'view', keep_items = dict(portal_status_message=message, my_source="test"))
    bt5/erp5_receipt_recognition/SkinTemplateItem/portal_skins/erp5_receipt_recognition/ReceiptRecognition_convertImage.xml deleted 100644 → 0
    View file @ 2d2050eb
    <?xml version="1.0"?>
    <ZopeData>
    <record id="1" aka="AAAAAAAAAAE=">
    <pickle>
    <global name="PythonScript" module="Products.PythonScripts.PythonScript"/>
    </pickle>
    <pickle>
    <dictionary>
    <item>
    <key> <string>_bind_names</string> </key>
    <value>
    <object>
    <klass>
    <global name="_reconstructor" module="copy_reg"/>
    </klass>
    <tuple>
    <global name="NameAssignments" module="Shared.DC.Scripts.Bindings"/>
    <global name="object" module="__builtin__"/>
    <none/>
    </tuple>
    <state>
    <dictionary>
    <item>
    <key> <string>_asgns</string> </key>
    <value>
    <dictionary>
    <item>
    <key> <string>name_container</string> </key>
    <value> <string>container</string> </value>
    </item>
    <item>
    <key> <string>name_context</string> </key>
    <value> <string>context</string> </value>
    </item>
    <item>
    <key> <string>name_m_self</string> </key>
    <value> <string>script</string> </value>
    </item>
    <item>
    <key> <string>name_subpath</string> </key>
    <value> <string>traverse_subpath</string> </value>
    </item>
    </dictionary>
    </value>
    </item>
    </dictionary>
    </state>
    </object>
    </value>
    </item>
    <item>
    <key> <string>_params</string> </key>
    <value> <string>batch_mode=False, **kw</string> </value>
    </item>
    <item>
    <key> <string>id</string> </key>
    <value> <string>ReceiptRecognition_convertImage</string> </value>
    </item>
    </dictionary>
    </pickle>
    </record>
    </ZopeData>
    bt5/erp5_receipt_recognition/SkinTemplateItem/portal_skins/erp5_receipt_recognition/ReceiptRecognition_getReceiptValue.xml deleted 100644 → 0
    View file @ 2d2050eb
    <?xml version="1.0"?>
    <ZopeData>
    <record id="1" aka="AAAAAAAAAAE=">
    <pickle>
    <global name="ExternalMethod" module="Products.ExternalMethod.ExternalMethod"/>
    </pickle>
    <pickle>
    <dictionary>
    <item>
    <key> <string>_function</string> </key>
    <value> <string>getReceiptValue</string> </value>
    </item>
    <item>
    <key> <string>_module</string> </key>
    <value> <string>ReceiptRecognition</string> </value>
    </item>
    <item>
    <key> <string>id</string> </key>
    <value> <string>ReceiptRecognition_getReceiptValue</string> </value>
    </item>
    <item>
    <key> <string>title</string> </key>
    <value> <string></string> </value>
    </item>
    </dictionary>
    </pickle>
    </record>
    </ZopeData>
    bt5/erp5_receipt_recognition/SkinTemplateItem/portal_skins/erp5_receipt_recognition/ReceiptRecognition_view.xml deleted 100644 → 0
    View file @ 2d2050eb
    <?xml version="1.0"?>
    <ZopeData>
    <record id="1" aka="AAAAAAAAAAE=">
    <pickle>
    <global name="ERP5 Form" module="erp5.portal_type"/>
    </pickle>
    <pickle>
    <dictionary>
    <item>
    <key> <string>_objects</string> </key>
    <value>
    <tuple/>
    </value>
    </item>
    <item>
    <key> <string>action</string> </key>
    <value> <string>Base_edit</string> </value>
    </item>
    <item>
    <key> <string>description</string> </key>
    <value> <string></string> </value>
    </item>
    <item>
    <key> <string>edit_order</string> </key>
    <value>
    <list/>
    </value>
    </item>
    <item>
    <key> <string>encoding</string> </key>
    <value> <string>UTF-8</string> </value>
    </item>
    <item>
    <key> <string>enctype</string> </key>
    <value> <string></string> </value>
    </item>
    <item>
    <key> <string>group_list</string> </key>
    <value>
    <list>
    <string>left</string>
    <string>right</string>
    <string>center</string>
    <string>bottom</string>
    <string>hidden</string>
    </list>
    </value>
    </item>
    <item>
    <key> <string>groups</string> </key>
    <value>
    <dictionary>
    <item>
    <key> <string>bottom</string> </key>
    <value>
    <list/>
    </value>
    </item>
    <item>
    <key> <string>center</string> </key>
    <value>
    <list/>
    </value>
    </item>
    <item>
    <key> <string>hidden</string> </key>
    <value>
    <list/>
    </value>
    </item>
    <item>
    <key> <string>left</string> </key>
    <value>
    <list>
    <string>my_title</string>
    <string>my_total</string>
    <string>my_follow_up_title</string>
    </list>
    </value>
    </item>
    <item>
    <key> <string>right</string> </key>
    <value>
    <list/>
    </value>
    </item>
    </dictionary>
    </value>
    </item>
    <item>
    <key> <string>id</string> </key>
    <value> <string>ReceiptRecognition_view</string> </value>
    </item>
    <item>
    <key> <string>method</string> </key>
    <value> <string>POST</string> </value>
    </item>
    <item>
    <key> <string>name</string> </key>
    <value> <string>ReceiptRecognition_view</string> </value>
    </item>
    <item>
    <key> <string>pt</string> </key>
    <value> <string>form_view</string> </value>
    </item>
    <item>
    <key> <string>row_length</string> </key>
    <value> <int>4</int> </value>
    </item>
    <item>
    <key> <string>stored_encoding</string> </key>
    <value> <string>UTF-8</string> </value>
    </item>
    <item>
    <key> <string>title</string> </key>
    <value> <string>Receipt Recognition</string> </value>
    </item>
    <item>
    <key> <string>unicode_mode</string> </key>
    <value> <int>0</int> </value>
    </item>
    <item>
    <key> <string>update_action</string> </key>
    <value> <string></string> </value>
    </item>
    <item>
    <key> <string>update_action_title</string> </key>
    <value> <string></string> </value>
    </item>
    </dictionary>
    </pickle>
    </record>
    </ZopeData>
    bt5/erp5_receipt_recognition/SkinTemplateItem/portal_skins/erp5_receipt_recognition/ReceiptRecognition_view/my_follow_up_title.xml deleted 100644 → 0
    View file @ 2d2050eb
    <?xml version="1.0"?>
    <ZopeData>
    <record id="1" aka="AAAAAAAAAAE=">
    <pickle>
    <global name="ProxyField" module="Products.ERP5Form.ProxyField"/>
    </pickle>
    <pickle>
    <dictionary>
    <item>
    <key> <string>delegated_list</string> </key>
    <value>
    <list>
    <string>portal_type</string>
    <string>title</string>
    </list>
    </value>
    </item>
    <item>
    <key> <string>id</string> </key>
    <value> <string>my_follow_up_title</string> </value>
    </item>
    <item>
    <key> <string>message_values</string> </key>
    <value>
    <dictionary>
    <item>
    <key> <string>external_validator_failed</string> </key>
    <value> <string>The input failed the external validator.</string> </value>
    </item>
    </dictionary>
    </value>
    </item>
    <item>
    <key> <string>overrides</string> </key>
    <value>
    <dictionary>
    <item>
    <key> <string>field_id</string> </key>
    <value> <string></string> </value>
    </item>
    <item>
    <key> <string>form_id</string> </key>
    <value> <string></string> </value>
    </item>
    </dictionary>
    </value>
    </item>
    <item>
    <key> <string>tales</string> </key>
    <value>
    <dictionary>
    <item>
    <key> <string>field_id</string> </key>
    <value> <string></string> </value>
    </item>
    <item>
    <key> <string>form_id</string> </key>
    <value> <string></string> </value>
    </item>
    </dictionary>
    </value>
    </item>
    <item>
    <key> <string>values</string> </key>
    <value>
    <dictionary>
    <item>
    <key> <string>field_id</string> </key>
    <value> <string>my_relation_field</string> </value>
    </item>
    <item>
    <key> <string>form_id</string> </key>
    <value> <string>Base_viewFieldLibrary</string> </value>
    </item>
    <item>
    <key> <string>portal_type</string> </key>
    <value>
    <list>
    <tuple>
    <string>Image</string>
    <string>Image</string>
    </tuple>
    </list>
    </value>
    </item>
    <item>
    <key> <string>title</string> </key>
    <value> <string>Follow Up</string> </value>
    </item>
    </dictionary>
    </value>
    </item>
    </dictionary>
    </pickle>
    </record>
    </ZopeData>
    bt5/erp5_receipt_recognition/SkinTemplateItem/portal_skins/erp5_receipt_recognition/ReceiptRecognition_view/my_title.xml deleted 100644 → 0
    View file @ 2d2050eb
    <?xml version="1.0"?>
    <ZopeData>
    <record id="1" aka="AAAAAAAAAAE=">
    <pickle>
    <global name="ProxyField" module="Products.ERP5Form.ProxyField"/>
    </pickle>
    <pickle>
    <dictionary>
    <item>
    <key> <string>delegated_list</string> </key>
    <value>
    <list>
    <string>title</string>
    </list>
    </value>
    </item>
    <item>
    <key> <string>id</string> </key>
    <value> <string>my_title</string> </value>
    </item>
    <item>
    <key> <string>message_values</string> </key>
    <value>
    <dictionary>
    <item>
    <key> <string>external_validator_failed</string> </key>
    <value> <string>The input failed the external validator.</string> </value>
    </item>
    </dictionary>
    </value>
    </item>
    <item>
    <key> <string>overrides</string> </key>
    <value>
    <dictionary>
    <item>
    <key> <string>field_id</string> </key>
    <value> <string></string> </value>
    </item>
    <item>
    <key> <string>form_id</string> </key>
    <value> <string></string> </value>
    </item>
    </dictionary>
    </value>
    </item>
    <item>
    <key> <string>tales</string> </key>
    <value>
    <dictionary>
    <item>
    <key> <string>field_id</string> </key>
    <value> <string></string> </value>
    </item>
    <item>
    <key> <string>form_id</string> </key>
    <value> <string></string> </value>
    </item>
    </dictionary>
    </value>
    </item>
    <item>
    <key> <string>values</string> </key>
    <value>
    <dictionary>
    <item>
    <key> <string>field_id</string> </key>
    <value> <string>my_string_field</string> </value>
    </item>
    <item>
    <key> <string>form_id</string> </key>
    <value> <string>Base_viewFieldLibrary</string> </value>
    </item>
    <item>
    <key> <string>title</string> </key>
    <value> <string>Title</string> </value>
    </item>
    </dictionary>
    </value>
    </item>
    </dictionary>
    </pickle>
    </record>
    </ZopeData>
    bt5/erp5_receipt_recognition/SkinTemplateItem/portal_skins/erp5_receipt_recognition/ReceiptRecognition_view/my_total.xml deleted 100644 → 0
    View file @ 2d2050eb
    <?xml version="1.0"?>
    <ZopeData>
    <record id="1" aka="AAAAAAAAAAE=">
    <pickle>
    <global name="ProxyField" module="Products.ERP5Form.ProxyField"/>
    </pickle>
    <pickle>
    <dictionary>
    <item>
    <key> <string>delegated_list</string> </key>
    <value>
    <list>
    <string>title</string>
    </list>
    </value>
    </item>
    <item>
    <key> <string>id</string> </key>
    <value> <string>my_total</string> </value>
    </item>
    <item>
    <key> <string>message_values</string> </key>
    <value>
    <dictionary>
    <item>
    <key> <string>external_validator_failed</string> </key>
    <value> <string>The input failed the external validator.</string> </value>
    </item>
    </dictionary>
    </value>
    </item>
    <item>
    <key> <string>overrides</string> </key>
    <value>
    <dictionary>
    <item>
    <key> <string>field_id</string> </key>
    <value> <string></string> </value>
    </item>
    <item>
    <key> <string>form_id</string> </key>
    <value> <string></string> </value>
    </item>
    </dictionary>
    </value>
    </item>
    <item>
    <key> <string>tales</string> </key>
    <value>
    <dictionary>
    <item>
    <key> <string>field_id</string> </key>
    <value> <string></string> </value>
    </item>
    <item>
    <key> <string>form_id</string> </key>
    <value> <string></string> </value>
    </item>
    </dictionary>
    </value>
    </item>
    <item>
    <key> <string>values</string> </key>
    <value>
    <dictionary>
    <item>
    <key> <string>field_id</string> </key>
    <value> <string>my_string_field</string> </value>
    </item>
    <item>
    <key> <string>form_id</string> </key>
    <value> <string>Base_viewFieldLibrary</string> </value>
    </item>
    <item>
    <key> <string>title</string> </key>
    <value> <string>Total</string> </value>
    </item>
    </dictionary>
    </value>
    </item>
    </dictionary>
    </pickle>
    </record>
    </ZopeData>
    bt5/erp5_receipt_recognition/bt/template_action_path_list deleted 100644 → 0
    View file @ 2d2050eb
    Receipt Recognition Module | view
    Receipt Recognition | receipt_convert
    Receipt Recognition | view
    \ No newline at end of file
    bt5/erp5_receipt_recognition/bt/template_extension_id_list deleted 100644 → 0
    View file @ 2d2050eb
    extension.erp5.ReceiptRecognition
    \ No newline at end of file
    bt5/erp5_receipt_recognition/bt/template_module_id_list deleted 100644 → 0
    View file @ 2d2050eb
    receipt_recognition_module
    \ No newline at end of file
    bt5/erp5_receipt_recognition/bt/template_portal_type_allowed_content_type_list deleted 100644 → 0
    View file @ 2d2050eb
    Receipt Recognition Module | Receipt Recognition
    \ No newline at end of file
    bt5/erp5_receipt_recognition/bt/template_portal_type_base_category_list deleted 100644 → 0
    View file @ 2d2050eb
    Receipt Recognition Module | business_application
    \ No newline at end of file
    bt5/erp5_receipt_recognition/bt/template_portal_type_id_list deleted 100644 → 0
    View file @ 2d2050eb
    Receipt Recognition
    Receipt Recognition Module
    \ No newline at end of file
    bt5/erp5_receipt_recognition/bt/template_portal_type_property_sheet_list deleted 100644 → 0
    View file @ 2d2050eb
    Receipt Recognition | Document
    \ No newline at end of file
    bt5/erp5_receipt_recognition/bt/template_skin_id_list deleted 100644 → 0
    View file @ 2d2050eb
    erp5_receipt_recognition
    \ No newline at end of file
    bt5/erp5_receipt_recognition/bt/test_dependency_list deleted 100644 → 0
    View file @ 2d2050eb
    erp5_full_text_mroonga_catalog
    \ No newline at end of file
    bt5/erp5_receipt_recognition/bt/title deleted 100644 → 0
    View file @ 2d2050eb
    erp5_receipt_recognition
    \ No newline at end of file
    bt5/erp5_receipt_recognition/bt/version deleted 100644 → 0
    View file @ 2d2050eb
    0.1.0
    \ No newline at end of file
    bt5/erp5_receipt_recognition_test/PathTemplateItem/image_module/erp5_receipt_recognition_test_image_sample_001.xml deleted 100644 → 0
    View file @ 2d2050eb
    <?xml version="1.0"?>
    <ZopeData>
    <record id="1" aka="AAAAAAAAAAE=">
    <pickle>
    <global name="Image" module="erp5.portal_type"/>
    </pickle>
    <pickle>
    <dictionary>
    <item>
    <key> <string>_Access_contents_information_Permission</string> </key>
    <value>
    <tuple>
    <string>Assignee</string>
    <string>Assignor</string>
    <string>Manager</string>
    <string>Owner</string>
    </tuple>
    </value>
    </item>
    <item>
    <key> <string>_Add_portal_content_Permission</string> </key>
    <value>
    <tuple>
    <string>Assignee</string>
    <string>Assignor</string>
    <string>Manager</string>
    <string>Owner</string>
    </tuple>
    </value>
    </item>
    <item>
    <key> <string>_Change_local_roles_Permission</string> </key>
    <value>
    <tuple>
    <string>Assignor</string>
    <string>Manager</string>
    </tuple>
    </value>
    </item>
    <item>
    <key> <string>_Modify_portal_content_Permission</string> </key>
    <value>
    <tuple>
    <string>Assignee</string>
    <string>Assignor</string>
    <string>Manager</string>
    <string>Owner</string>
    </tuple>
    </value>
    </item>
    <item>
    <key> <string>_View_Permission</string> </key>
    <value>
    <tuple>
    <string>Assignee</string>
    <string>Assignor</string>
    <string>Manager</string>
    <string>Owner</string>
    </tuple>
    </value>
    </item>
    <item>
    <key> <string>_count</string> </key>
    <value>
    <persistent> <string encoding="base64">AAAAAAAAAAI=</string> </persistent>
    </value>
    </item>
    <item>
    <key> <string>_mt_index</string> </key>
    <value>
    <persistent> <string encoding="base64">AAAAAAAAAAM=</string> </persistent>
    </value>
    </item>
    <item>
    <key> <string>_tree</string> </key>
    <value>
    <persistent> <string encoding="base64">AAAAAAAAAAQ=</string> </persistent>
    </value>
    </item>
    <item>
    <key> <string>content_md5</string> </key>
    <value> <string>1cbedf94ee11f2ecf3c3784438c7ce4e</string> </value>
    </item>
    <item>
    <key> <string>content_type</string> </key>
    <value> <string>image/jpeg</string> </value>
    </item>
    <item>
    <key> <string>description</string> </key>
    <value>
    <none/>
    </value>
    </item>
    <item>
    <key> <string>filename</string> </key>
    <value> <string>IMG_0107.jpg</string> </value>
    </item>
    <item>
    <key> <string>height</string> </key>
    <value> <int>2048</int> </value>
    </item>
    <item>
    <key> <string>id</string> </key>
    <value> <string>erp5_receipt_recognition_test_image_sample_001</string> </value>
    </item>
    <item>
    <key> <string>language</string> </key>
    <value>
    <none/>
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    <key> <string>portal_type</string> </key>
    <value> <string>Image</string> </value>
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    <item>
    <key> <string>short_title</string> </key>
    <value>
    <none/>
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    <item>
    <key> <string>title</string> </key>
    <value> <string>Receipt00</string> </value>
    </item>
    <item>
    <key> <string>version</string> </key>
    <value>
    <none/>
    </value>
    </item>
    <item>
    <key> <string>width</string> </key>
    <value> <int>1536</int> </value>
    </item>
    </dictionary>
    </pickle>
    </record>
    <record id="2" aka="AAAAAAAAAAI=">
    <pickle>
    <global name="Length" module="BTrees.Length"/>
    </pickle>
    <pickle> <int>0</int> </pickle>
    </record>
    <record id="3" aka="AAAAAAAAAAM=">
    <pickle>
    <global name="OOBTree" module="BTrees.OOBTree"/>
    </pickle>
    <pickle>
    <none/>
    </pickle>
    </record>
    <record id="4" aka="AAAAAAAAAAQ=">
    <pickle>
    <global name="OOBTree" module="BTrees.OOBTree"/>
    </pickle>
    <pickle>
    <none/>
    </pickle>
    </record>
    </ZopeData>
    bt5/erp5_receipt_recognition_test/PathTemplateItem/image_module/erp5_receipt_recognition_test_image_sample_002.xml deleted 100644 → 0
    View file @ 2d2050eb
    <?xml version="1.0"?>
    <ZopeData>
    <record id="1" aka="AAAAAAAAAAE=">
    <pickle>
    <global name="Image" module="erp5.portal_type"/>
    </pickle>
    <pickle>
    <dictionary>
    <item>
    <key> <string>_Access_contents_information_Permission</string> </key>
    <value>
    <tuple>
    <string>Assignee</string>
    <string>Assignor</string>
    <string>Manager</string>
    <string>Owner</string>
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    </item>
    <item>
    <key> <string>_Add_portal_content_Permission</string> </key>
    <value>
    <tuple>
    <string>Assignee</string>
    <string>Assignor</string>
    <string>Manager</string>
    <string>Owner</string>
    </tuple>
    </value>
    </item>
    <item>
    <key> <string>_Change_local_roles_Permission</string> </key>
    <value>
    <tuple>
    <string>Assignor</string>
    <string>Manager</string>
    </tuple>
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    <item>
    <key> <string>_Modify_portal_content_Permission</string> </key>
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    <string>Assignee</string>
    <string>Assignor</string>
    <string>Manager</string>
    <string>Owner</string>
    </tuple>
    </value>
    </item>
    <item>
    <key> <string>_View_Permission</string> </key>
    <value>
    <tuple>
    <string>Assignee</string>
    <string>Assignor</string>
    <string>Manager</string>
    <string>Owner</string>
    </tuple>
    </value>
    </item>
    <item>
    <key> <string>_count</string> </key>
    <value>
    <persistent> <string encoding="base64">AAAAAAAAAAI=</string> </persistent>
    </value>
    </item>
    <item>
    <key> <string>_mt_index</string> </key>
    <value>
    <persistent> <string encoding="base64">AAAAAAAAAAM=</string> </persistent>
    </value>
    </item>
    <item>
    <key> <string>_tree</string> </key>
    <value>
    <persistent> <string encoding="base64">AAAAAAAAAAQ=</string> </persistent>
    </value>
    </item>
    <item>
    <key> <string>content_md5</string> </key>
    <value> <string>72d018e3e436cf176233eb75e48f6914</string> </value>
    </item>
    <item>
    <key> <string>content_type</string> </key>
    <value> <string>image/jpeg</string> </value>
    </item>
    <item>
    <key> <string>description</string> </key>
    <value>
    <none/>
    </value>
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    <item>
    <key> <string>filename</string> </key>
    <value> <string>IMG_0105.jpg</string> </value>
    </item>
    <item>
    <key> <string>height</string> </key>
    <value> <int>2048</int> </value>
    </item>
    <item>
    <key> <string>id</string> </key>
    <value> <string>erp5_receipt_recognition_test_image_sample_002</string> </value>
    </item>
    <item>
    <key> <string>language</string> </key>
    <value>
    <none/>
    </value>
    </item>
    <item>
    <key> <string>portal_type</string> </key>
    <value> <string>Image</string> </value>
    </item>
    <item>
    <key> <string>short_title</string> </key>
    <value>
    <none/>
    </value>
    </item>
    <item>
    <key> <string>title</string> </key>
    <value> <string>Receipt01</string> </value>
    </item>
    <item>
    <key> <string>version</string> </key>
    <value>
    <none/>
    </value>
    </item>
    <item>
    <key> <string>width</string> </key>
    <value> <int>1536</int> </value>
    </item>
    </dictionary>
    </pickle>
    </record>
    <record id="2" aka="AAAAAAAAAAI=">
    <pickle>
    <global name="Length" module="BTrees.Length"/>
    </pickle>
    <pickle> <int>0</int> </pickle>
    </record>
    <record id="3" aka="AAAAAAAAAAM=">
    <pickle>
    <global name="OOBTree" module="BTrees.OOBTree"/>
    </pickle>
    <pickle>
    <none/>
    </pickle>
    </record>
    <record id="4" aka="AAAAAAAAAAQ=">
    <pickle>
    <global name="OOBTree" module="BTrees.OOBTree"/>
    </pickle>
    <pickle>
    <none/>
    </pickle>
    </record>
    </ZopeData>
    bt5/erp5_receipt_recognition_test/PathTemplateItem/image_module/erp5_receipt_recognition_test_image_sample_003.xml deleted 100644 → 0
    View file @ 2d2050eb
    <?xml version="1.0"?>
    <ZopeData>
    <record id="1" aka="AAAAAAAAAAE=">
    <pickle>
    <global name="Image" module="erp5.portal_type"/>
    </pickle>
    <pickle>
    <dictionary>
    <item>
    <key> <string>_Access_contents_information_Permission</string> </key>
    <value>
    <tuple>
    <string>Assignee</string>
    <string>Assignor</string>
    <string>Manager</string>
    <string>Owner</string>
    </tuple>
    </value>
    </item>
    <item>
    <key> <string>_Add_portal_content_Permission</string> </key>
    <value>
    <tuple>
    <string>Assignee</string>
    <string>Assignor</string>
    <string>Manager</string>
    <string>Owner</string>
    </tuple>
    </value>
    </item>
    <item>
    <key> <string>_Change_local_roles_Permission</string> </key>
    <value>
    <tuple>
    <string>Assignor</string>
    <string>Manager</string>
    </tuple>
    </value>
    </item>
    <item>
    <key> <string>_Modify_portal_content_Permission</string> </key>
    <value>
    <tuple>
    <string>Assignee</string>
    <string>Assignor</string>
    <string>Manager</string>
    <string>Owner</string>
    </tuple>
    </value>
    </item>
    <item>
    <key> <string>_View_Permission</string> </key>
    <value>
    <tuple>
    <string>Assignee</string>
    <string>Assignor</string>
    <string>Manager</string>
    <string>Owner</string>
    </tuple>
    </value>
    </item>
    <item>
    <key> <string>_count</string> </key>
    <value>
    <persistent> <string encoding="base64">AAAAAAAAAAI=</string> </persistent>
    </value>
    </item>
    <item>
    <key> <string>_mt_index</string> </key>
    <value>
    <persistent> <string encoding="base64">AAAAAAAAAAM=</string> </persistent>
    </value>
    </item>
    <item>
    <key> <string>_tree</string> </key>
    <value>
    <persistent> <string encoding="base64">AAAAAAAAAAQ=</string> </persistent>
    </value>
    </item>
    <item>
    <key> <string>content_md5</string> </key>
    <value> <string>ca8b2ab2191e7ac2dbc80817b97728bc</string> </value>
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    <item>
    <key> <string>content_type</string> </key>
    <value> <string>image/jpeg</string> </value>
    </item>
    <item>
    <key> <string>description</string> </key>
    <value>
    <none/>
    </value>
    </item>
    <item>
    <key> <string>filename</string> </key>
    <value> <string>IMG_0106.jpg</string> </value>
    </item>
    <item>
    <key> <string>height</string> </key>
    <value> <int>2048</int> </value>
    </item>
    <item>
    <key> <string>id</string> </key>
    <value> <string>erp5_receipt_recognition_test_image_sample_003</string> </value>
    </item>
    <item>
    <key> <string>language</string> </key>
    <value>
    <none/>
    </value>
    </item>
    <item>
    <key> <string>portal_type</string> </key>
    <value> <string>Image</string> </value>
    </item>
    <item>
    <key> <string>short_title</string> </key>
    <value>
    <none/>
    </value>
    </item>
    <item>
    <key> <string>title</string> </key>
    <value> <string>Receipt02</string> </value>
    </item>
    <item>
    <key> <string>version</string> </key>
    <value>
    <none/>
    </value>
    </item>
    <item>
    <key> <string>width</string> </key>
    <value> <int>1536</int> </value>
    </item>
    </dictionary>
    </pickle>
    </record>
    <record id="2" aka="AAAAAAAAAAI=">
    <pickle>
    <global name="Length" module="BTrees.Length"/>
    </pickle>
    <pickle> <int>0</int> </pickle>
    </record>
    <record id="3" aka="AAAAAAAAAAM=">
    <pickle>
    <global name="OOBTree" module="BTrees.OOBTree"/>
    </pickle>
    <pickle>
    <none/>
    </pickle>
    </record>
    <record id="4" aka="AAAAAAAAAAQ=">
    <pickle>
    <global name="OOBTree" module="BTrees.OOBTree"/>
    </pickle>
    <pickle>
    <none/>
    </pickle>
    </record>
    </ZopeData>
    bt5/erp5_receipt_recognition_test/PathTemplateItem/image_module/erp5_receipt_recognition_test_image_sample_004.xml deleted 100644 → 0
    View file @ 2d2050eb
    <?xml version="1.0"?>
    <ZopeData>
    <record id="1" aka="AAAAAAAAAAE=">
    <pickle>
    <global name="Image" module="erp5.portal_type"/>
    </pickle>
    <pickle>
    <dictionary>
    <item>
    <key> <string>_Access_contents_information_Permission</string> </key>
    <value>
    <tuple>
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    <string>Assignor</string>
    <string>Manager</string>
    <string>Owner</string>
    </tuple>
    </value>
    </item>
    <item>
    <key> <string>_Add_portal_content_Permission</string> </key>
    <value>
    <tuple>
    <string>Assignee</string>
    <string>Assignor</string>
    <string>Manager</string>
    <string>Owner</string>
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    </value>
    </item>
    <item>
    <key> <string>_Change_local_roles_Permission</string> </key>
    <value>
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    <string>Assignor</string>
    <string>Manager</string>
    </tuple>
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    </item>
    <item>
    <key> <string>_Modify_portal_content_Permission</string> </key>
    <value>
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    <string>Assignee</string>
    <string>Assignor</string>
    <string>Manager</string>
    <string>Owner</string>
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    </item>
    <item>
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    <tuple>
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    <string>Assignor</string>
    <string>Manager</string>
    <string>Owner</string>
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    <value>
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    <value>
    <persistent> <string encoding="base64">AAAAAAAAAAQ=</string> </persistent>
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    <value>
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    <value> <string>Image</string> </value>
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    <value>
    <none/>
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    </item>
    <item>
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    <value> <string>Receipt03</string> </value>
    </item>
    <item>
    <key> <string>version</string> </key>
    <value>
    <none/>
    </value>
    </item>
    <item>
    <key> <string>width</string> </key>
    <value> <int>1536</int> </value>
    </item>
    </dictionary>
    </pickle>
    </record>
    <record id="2" aka="AAAAAAAAAAI=">
    <pickle>
    <global name="Length" module="BTrees.Length"/>
    </pickle>
    <pickle> <int>0</int> </pickle>
    </record>
    <record id="3" aka="AAAAAAAAAAM=">
    <pickle>
    <global name="OOBTree" module="BTrees.OOBTree"/>
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    <pickle>
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    </record>
    <record id="4" aka="AAAAAAAAAAQ=">
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    </record>
    </ZopeData>
    bt5/erp5_receipt_recognition_test/PathTemplateItem/image_module/erp5_receipt_recognition_test_image_sample_005.xml deleted 100644 → 0
    View file @ 2d2050eb
    <?xml version="1.0"?>
    <ZopeData>
    <record id="1" aka="AAAAAAAAAAE=">
    <pickle>
    <global name="Image" module="erp5.portal_type"/>
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    <string>Owner</string>
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    <string>Assignee</string>
    <string>Assignor</string>
    <string>Manager</string>
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    <item>
    <key> <string>_Change_local_roles_Permission</string> </key>
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    <string>Manager</string>
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    <tuple>
    <string>Assignee</string>
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    <value>
    <none/>
    </value>
    </item>
    <item>
    <key> <string>width</string> </key>
    <value> <int>1536</int> </value>
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    </dictionary>
    </pickle>
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    <pickle>
    <global name="Length" module="BTrees.Length"/>
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    <pickle>
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    </ZopeData>
    bt5/erp5_receipt_recognition_test/PathTemplateItem/image_module/erp5_receipt_recognition_test_image_sample_006.xml deleted 100644 → 0
    View file @ 2d2050eb
    <?xml version="1.0"?>
    <ZopeData>
    <record id="1" aka="AAAAAAAAAAE=">
    <pickle>
    <global name="Image" module="erp5.portal_type"/>
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    <string>Assignor</string>
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    <string>Manager</string>
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    <key> <string>_Modify_portal_content_Permission</string> </key>
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    <tuple>
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    <string>Manager</string>
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    <value> <string>IMG_0095.jpg</string> </value>
    </item>
    <item>
    <key> <string>height</string> </key>
    <value> <int>2048</int> </value>
    </item>
    <item>
    <key> <string>id</string> </key>
    <value> <string>erp5_receipt_recognition_test_image_sample_006</string> </value>
    </item>
    <item>
    <key> <string>language</string> </key>
    <value>
    <none/>
    </value>
    </item>
    <item>
    <key> <string>portal_type</string> </key>
    <value> <string>Image</string> </value>
    </item>
    <item>
    <key> <string>short_title</string> </key>
    <value>
    <none/>
    </value>
    </item>
    <item>
    <key> <string>title</string> </key>
    <value> <string>Receipt05</string> </value>
    </item>
    <item>
    <key> <string>version</string> </key>
    <value>
    <none/>
    </value>
    </item>
    <item>
    <key> <string>width</string> </key>
    <value> <int>1536</int> </value>
    </item>
    </dictionary>
    </pickle>
    </record>
    <record id="2" aka="AAAAAAAAAAI=">
    <pickle>
    <global name="Length" module="BTrees.Length"/>
    </pickle>
    <pickle> <int>0</int> </pickle>
    </record>
    <record id="3" aka="AAAAAAAAAAM=">
    <pickle>
    <global name="OOBTree" module="BTrees.OOBTree"/>
    </pickle>
    <pickle>
    <none/>
    </pickle>
    </record>
    <record id="4" aka="AAAAAAAAAAQ=">
    <pickle>
    <global name="OOBTree" module="BTrees.OOBTree"/>
    </pickle>
    <pickle>
    <none/>
    </pickle>
    </record>
    </ZopeData>
    bt5/erp5_receipt_recognition_test/PathTemplateItem/image_module/erp5_receipt_recognition_test_image_sample_007.xml deleted 100644 → 0
    View file @ 2d2050eb
    <?xml version="1.0"?>
    <ZopeData>
    <record id="1" aka="AAAAAAAAAAE=">
    <pickle>
    <global name="Image" module="erp5.portal_type"/>
    </pickle>
    <pickle>
    <dictionary>
    <item>
    <key> <string>_Access_contents_information_Permission</string> </key>
    <value>
    <tuple>
    <string>Assignee</string>
    <string>Assignor</string>
    <string>Manager</string>
    <string>Owner</string>
    </tuple>
    </value>
    </item>
    <item>
    <key> <string>_Add_portal_content_Permission</string> </key>
    <value>
    <tuple>
    <string>Assignee</string>
    <string>Assignor</string>
    <string>Manager</string>
    <string>Owner</string>
    </tuple>
    </value>
    </item>
    <item>
    <key> <string>_Change_local_roles_Permission</string> </key>
    <value>
    <tuple>
    <string>Assignor</string>
    <string>Manager</string>
    </tuple>
    </value>
    </item>
    <item>
    <key> <string>_Modify_portal_content_Permission</string> </key>
    <value>
    <tuple>
    <string>Assignee</string>
    <string>Assignor</string>
    <string>Manager</string>
    <string>Owner</string>
    </tuple>
    </value>
    </item>
    <item>
    <key> <string>_View_Permission</string> </key>
    <value>
    <tuple>
    <string>Assignee</string>
    <string>Assignor</string>
    <string>Manager</string>
    <string>Owner</string>
    </tuple>
    </value>
    </item>
    <item>
    <key> <string>_count</string> </key>
    <value>
    <persistent> <string encoding="base64">AAAAAAAAAAI=</string> </persistent>
    </value>
    </item>
    <item>
    <key> <string>_mt_index</string> </key>
    <value>
    <persistent> <string encoding="base64">AAAAAAAAAAM=</string> </persistent>
    </value>
    </item>
    <item>
    <key> <string>_tree</string> </key>
    <value>
    <persistent> <string encoding="base64">AAAAAAAAAAQ=</string> </persistent>
    </value>
    </item>
    <item>
    <key> <string>content_md5</string> </key>
    <value> <string>14e4ef10a849cd6897e8f8f981a37ccb</string> </value>
    </item>
    <item>
    <key> <string>content_type</string> </key>
    <value> <string>image/jpeg</string> </value>
    </item>
    <item>
    <key> <string>description</string> </key>
    <value>
    <none/>
    </value>
    </item>
    <item>
    <key> <string>filename</string> </key>
    <value> <string>IMG_0102.jpg</string> </value>
    </item>
    <item>
    <key> <string>height</string> </key>
    <value> <int>2048</int> </value>
    </item>
    <item>
    <key> <string>id</string> </key>
    <value> <string>erp5_receipt_recognition_test_image_sample_007</string> </value>
    </item>
    <item>
    <key> <string>language</string> </key>
    <value>
    <none/>
    </value>
    </item>
    <item>
    <key> <string>portal_type</string> </key>
    <value> <string>Image</string> </value>
    </item>
    <item>
    <key> <string>short_title</string> </key>
    <value>
    <none/>
    </value>
    </item>
    <item>
    <key> <string>title</string> </key>
    <value> <string>Receipt06</string> </value>
    </item>
    <item>
    <key> <string>version</string> </key>
    <value>
    <none/>
    </value>
    </item>
    <item>
    <key> <string>width</string> </key>
    <value> <int>1536</int> </value>
    </item>
    </dictionary>
    </pickle>
    </record>
    <record id="2" aka="AAAAAAAAAAI=">
    <pickle>
    <global name="Length" module="BTrees.Length"/>
    </pickle>
    <pickle> <int>0</int> </pickle>
    </record>
    <record id="3" aka="AAAAAAAAAAM=">
    <pickle>
    <global name="OOBTree" module="BTrees.OOBTree"/>
    </pickle>
    <pickle>
    <none/>
    </pickle>
    </record>
    <record id="4" aka="AAAAAAAAAAQ=">
    <pickle>
    <global name="OOBTree" module="BTrees.OOBTree"/>
    </pickle>
    <pickle>
    <none/>
    </pickle>
    </record>
    </ZopeData>
    bt5/erp5_receipt_recognition_test/PathTemplateItem/image_module/erp5_receipt_recognition_test_image_sample_008.xml deleted 100644 → 0
    View file @ 2d2050eb
    <?xml version="1.0"?>
    <ZopeData>
    <record id="1" aka="AAAAAAAAAAE=">
    <pickle>
    <global name="Image" module="erp5.portal_type"/>
    </pickle>
    <pickle>
    <dictionary>
    <item>
    <key> <string>_Access_contents_information_Permission</string> </key>
    <value>
    <tuple>
    <string>Assignee</string>
    <string>Assignor</string>
    <string>Manager</string>
    <string>Owner</string>
    </tuple>
    </value>
    </item>
    <item>
    <key> <string>_Add_portal_content_Permission</string> </key>
    <value>
    <tuple>
    <string>Assignee</string>
    <string>Assignor</string>
    <string>Manager</string>
    <string>Owner</string>
    </tuple>
    </value>
    </item>
    <item>
    <key> <string>_Change_local_roles_Permission</string> </key>
    <value>
    <tuple>
    <string>Assignor</string>
    <string>Manager</string>
    </tuple>
    </value>
    </item>
    <item>
    <key> <string>_Modify_portal_content_Permission</string> </key>
    <value>
    <tuple>
    <string>Assignee</string>
    <string>Assignor</string>
    <string>Manager</string>
    <string>Owner</string>
    </tuple>
    </value>
    </item>
    <item>
    <key> <string>_View_Permission</string> </key>
    <value>
    <tuple>
    <string>Assignee</string>
    <string>Assignor</string>
    <string>Manager</string>
    <string>Owner</string>
    </tuple>
    </value>
    </item>
    <item>
    <key> <string>_count</string> </key>
    <value>
    <persistent> <string encoding="base64">AAAAAAAAAAI=</string> </persistent>
    </value>
    </item>
    <item>
    <key> <string>_mt_index</string> </key>
    <value>
    <persistent> <string encoding="base64">AAAAAAAAAAM=</string> </persistent>
    </value>
    </item>
    <item>
    <key> <string>_tree</string> </key>
    <value>
    <persistent> <string encoding="base64">AAAAAAAAAAQ=</string> </persistent>
    </value>
    </item>
    <item>
    <key> <string>content_md5</string> </key>
    <value> <string>cfe6c8f28055281e7327b95a85e52b2f</string> </value>
    </item>
    <item>
    <key> <string>content_type</string> </key>
    <value> <string>image/jpeg</string> </value>
    </item>
    <item>
    <key> <string>description</string> </key>
    <value>
    <none/>
    </value>
    </item>
    <item>
    <key> <string>filename</string> </key>
    <value> <string>pièce jointe5.jpg</string> </value>
    </item>
    <item>
    <key> <string>height</string> </key>
    <value> <int>2048</int> </value>
    </item>
    <item>
    <key> <string>id</string> </key>
    <value> <string>erp5_receipt_recognition_test_image_sample_008</string> </value>
    </item>
    <item>
    <key> <string>language</string> </key>
    <value>
    <none/>
    </value>
    </item>
    <item>
    <key> <string>portal_type</string> </key>
    <value> <string>Image</string> </value>
    </item>
    <item>
    <key> <string>short_title</string> </key>
    <value>
    <none/>
    </value>
    </item>
    <item>
    <key> <string>title</string> </key>
    <value> <string>Receipt07</string> </value>
    </item>
    <item>
    <key> <string>version</string> </key>
    <value>
    <none/>
    </value>
    </item>
    <item>
    <key> <string>width</string> </key>
    <value> <int>1536</int> </value>
    </item>
    </dictionary>
    </pickle>
    </record>
    <record id="2" aka="AAAAAAAAAAI=">
    <pickle>
    <global name="Length" module="BTrees.Length"/>
    </pickle>
    <pickle> <int>0</int> </pickle>
    </record>
    <record id="3" aka="AAAAAAAAAAM=">
    <pickle>
    <global name="OOBTree" module="BTrees.OOBTree"/>
    </pickle>
    <pickle>
    <none/>
    </pickle>
    </record>
    <record id="4" aka="AAAAAAAAAAQ=">
    <pickle>
    <global name="OOBTree" module="BTrees.OOBTree"/>
    </pickle>
    <pickle>
    <none/>
    </pickle>
    </record>
    </ZopeData>
    bt5/erp5_receipt_recognition_test/PathTemplateItem/image_module/erp5_receipt_recognition_test_image_sample_009.xml deleted 100644 → 0
    View file @ 2d2050eb
    <?xml version="1.0"?>
    <ZopeData>
    <record id="1" aka="AAAAAAAAAAE=">
    <pickle>
    <global name="Image" module="erp5.portal_type"/>
    </pickle>
    <pickle>
    <dictionary>
    <item>
    <key> <string>_Access_contents_information_Permission</string> </key>
    <value>
    <tuple>
    <string>Assignee</string>
    <string>Assignor</string>
    <string>Manager</string>
    <string>Owner</string>
    </tuple>
    </value>
    </item>
    <item>
    <key> <string>_Add_portal_content_Permission</string> </key>
    <value>
    <tuple>
    <string>Assignee</string>
    <string>Assignor</string>
    <string>Manager</string>
    <string>Owner</string>
    </tuple>
    </value>
    </item>
    <item>
    <key> <string>_Change_local_roles_Permission</string> </key>
    <value>
    <tuple>
    <string>Assignor</string>
    <string>Manager</string>
    </tuple>
    </value>
    </item>
    <item>
    <key> <string>_Modify_portal_content_Permission</string> </key>
    <value>
    <tuple>
    <string>Assignee</string>
    <string>Assignor</string>
    <string>Manager</string>
    <string>Owner</string>
    </tuple>
    </value>
    </item>
    <item>
    <key> <string>_View_Permission</string> </key>
    <value>
    <tuple>
    <string>Assignee</string>
    <string>Assignor</string>
    <string>Manager</string>
    <string>Owner</string>
    </tuple>
    </value>
    </item>
    <item>
    <key> <string>_count</string> </key>
    <value>
    <persistent> <string encoding="base64">AAAAAAAAAAI=</string> </persistent>
    </value>
    </item>
    <item>
    <key> <string>_mt_index</string> </key>
    <value>
    <persistent> <string encoding="base64">AAAAAAAAAAM=</string> </persistent>
    </value>
    </item>
    <item>
    <key> <string>_tree</string> </key>
    <value>
    <persistent> <string encoding="base64">AAAAAAAAAAQ=</string> </persistent>
    </value>
    </item>
    <item>
    <key> <string>content_md5</string> </key>
    <value> <string>d38c726e8354b2775a305ecdf49e1656</string> </value>
    </item>
    <item>
    <key> <string>content_type</string> </key>
    <value> <string>image/jpeg</string> </value>
    </item>
    <item>
    <key> <string>description</string> </key>
    <value>
    <none/>
    </value>
    </item>
    <item>
    <key> <string>filename</string> </key>
    <value> <string>IMG_0093.jpg</string> </value>
    </item>
    <item>
    <key> <string>height</string> </key>
    <value> <int>2048</int> </value>
    </item>
    <item>
    <key> <string>id</string> </key>
    <value> <string>erp5_receipt_recognition_test_image_sample_009</string> </value>
    </item>
    <item>
    <key> <string>language</string> </key>
    <value>
    <none/>
    </value>
    </item>
    <item>
    <key> <string>portal_type</string> </key>
    <value> <string>Image</string> </value>
    </item>
    <item>
    <key> <string>short_title</string> </key>
    <value>
    <none/>
    </value>
    </item>
    <item>
    <key> <string>title</string> </key>
    <value> <string>Receipt08</string> </value>
    </item>
    <item>
    <key> <string>version</string> </key>
    <value>
    <none/>
    </value>
    </item>
    <item>
    <key> <string>width</string> </key>
    <value> <int>1536</int> </value>
    </item>
    </dictionary>
    </pickle>
    </record>
    <record id="2" aka="AAAAAAAAAAI=">
    <pickle>
    <global name="Length" module="BTrees.Length"/>
    </pickle>
    <pickle> <int>0</int> </pickle>
    </record>
    <record id="3" aka="AAAAAAAAAAM=">
    <pickle>
    <global name="OOBTree" module="BTrees.OOBTree"/>
    </pickle>
    <pickle>
    <none/>
    </pickle>
    </record>
    <record id="4" aka="AAAAAAAAAAQ=">
    <pickle>
    <global name="OOBTree" module="BTrees.OOBTree"/>
    </pickle>
    <pickle>
    <none/>
    </pickle>
    </record>
    </ZopeData>
    bt5/erp5_receipt_recognition_test/TestTemplateItem/portal_components/test.erp5.testReceiptRecognition.py deleted 100644 → 0
    View file @ 2d2050eb
    ##############################################################################
    #
    # Copyright (c) 2002-2017 Nexedi SA and Contributors. All Rights Reserved.
    #
    # WARNING: This program as such is intended to be used by professional
    # programmers who take the whole responsibility of assessing all potential
    # consequences resulting from its eventual inadequacies and bugs
    # End users who are looking for a ready-to-use solution with commercial
    # guarantees and support are strongly adviced to contract a Free Software
    # Service Company
    #
    # This program is Free Software; you can redistribute it and/or
    # modify it under the terms of the GNU General Public License
    # as published by the Free Software Foundation; either version 2
    # of the License, or (at your option) any later version.
    #
    # This program is distributed in the hope that it will be useful,
    # but WITHOUT ANY WARRANTY; without even the implied warranty of
    # MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
    # GNU General Public License for more details.
    #
    # You should have received a copy of the GNU General Public License
    # along with this program; if not, write to the Free Software
    # Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301, USA.
    #
    ##############################################################################
    from Products.ERP5Type.tests.ERP5TypeTestCase import ERP5TypeTestCase
    class Test(ERP5TypeTestCase):
    """
    A Sample Test Class
    """
    def getTitle(self):
    return "testReceiptRecognition"
    def getBusinessTemplateList(self):
    """
    Tuple of Business Templates we need to install
    """
    return ('erp5_base', 'erp5_dms', 'erp5_wendelin', 'erp5_receipt_recognition', 'test_receipt_recognition')
    def _run_recognition(self, module_id):
    data = self.portal.image_module[module_id]
    result = self.portal.ReceiptRecognition_getReceiptValue(data.getData())
    return result
    def test_bank_receipt(self):
    """
    This test is successfull. The receipt have a grey text on the whole
    diagonal (name of the bank) but it still works
    """
    self.assertEqual(self._run_recognition("erp5_receipt_recognition_test_image_sample_001"), 28.0)
    def test_distorted_receipt(self):
    """
    This receipt is sghtly curved: the middle is higher than the top and
    bottom
    """
    self.assertEqual(self._run_recognition("erp5_receipt_recognition_test_image_sample_002"), 311.35)
    def test_noisy_image(self):
    """
    The following image should contain the value "28.00" but fail due to
    its base quality.
    """
    self.assertEqual(self._run_recognition("erp5_receipt_recognition_test_image_sample_003"), 24.09)
    def test_cropped_receipt(self):
    """
    This test is successfull. The left and top sid of the receip
    """
    self.assertEqual(self._run_recognition("erp5_receipt_recognition_test_image_sample_004"), 7.8)
    def test_defolded_receipt1(self):
    """
    This test is successfull.
    """
    self.assertEqual(self._run_recognition("erp5_receipt_recognition_test_image_sample_005"), 5.85)
    def test_defolded_receipt2(self):
    """
    This image should contain 5.85, but the module fail to recognize
    the keyword "EUR" in the line.
    """
    self.assertEqual(self._run_recognition("erp5_receipt_recognition_test_image_sample_006"), 5.55)
    def test_monoprix_receipt(self):
    """
    On this receipt, the OCR cannot read the total value because of the
    weird typeset (to do this, we need our own models), but find which
    value was paid with credit card.
    """
    self.assertEqual(self._run_recognition("erp5_receipt_recognition_test_image_sample_007"), 21.27)
    def test_coiled_receipt(self):
    """
    This test is successfull. The receipt is vertically coiled. It leads
    to darker areas in the middle of the receipt that used to break the
    cleaning and segementation.
    """
    self.assertEqual(self._run_recognition("erp5_receipt_recognition_test_image_sample_008"), 6.8)
    def test_failure(self):
    """
    This should fail
    This receipt was folded multiple time and is filled with un-clearable
    noise.
    """
    with self.assertRaises(ValueError):
    self._run_recognition("erp5_receipt_recognition_test_image_sample_009")
    def test_create_object(self):
    """
    Test creation of receipt object and call of the action function
    """
    follow_up = self.portal.image_module["erp5_receipt_recognition_test_image_sample_001"]
    receipt = self.portal.receipt_recognition_module.newContent(
    id="0",
    title="test",
    follow_up_value=follow_up
    )
    receipt.ReceiptRecognition_convertImage(batch_mode=True)
    self.assertEqual(receipt.total, 28.0)
    bt5/erp5_receipt_recognition_test/TestTemplateItem/portal_components/test.erp5.testReceiptRecognition.xml deleted 100644 → 0
    View file @ 2d2050eb
    <?xml version="1.0"?>
    <ZopeData>
    <record id="1" aka="AAAAAAAAAAE=">
    <pickle>
    <global name="Test Component" module="erp5.portal_type"/>
    </pickle>
    <pickle>
    <dictionary>
    <item>
    <key> <string>default_reference</string> </key>
    <value> <string>testReceiptRecognition</string> </value>
    </item>
    <item>
    <key> <string>description</string> </key>
    <value>
    <none/>
    </value>
    </item>
    <item>
    <key> <string>id</string> </key>
    <value> <string>test.erp5.testReceiptRecognition</string> </value>
    </item>
    <item>
    <key> <string>portal_type</string> </key>
    <value> <string>Test Component</string> </value>
    </item>
    <item>
    <key> <string>sid</string> </key>
    <value>
    <none/>
    </value>
    </item>
    <item>
    <key> <string>text_content_error_message</string> </key>
    <value>
    <tuple/>
    </value>
    </item>
    <item>
    <key> <string>text_content_warning_message</string> </key>
    <value>
    <tuple/>
    </value>
    </item>
    <item>
    <key> <string>version</string> </key>
    <value> <string>erp5</string> </value>
    </item>
    <item>
    <key> <string>workflow_history</string> </key>
    <value>
    <persistent> <string encoding="base64">AAAAAAAAAAI=</string> </persistent>
    </value>
    </item>
    </dictionary>
    </pickle>
    </record>
    <record id="2" aka="AAAAAAAAAAI=">
    <pickle>
    <global name="PersistentMapping" module="Persistence.mapping"/>
    </pickle>
    <pickle>
    <dictionary>
    <item>
    <key> <string>data</string> </key>
    <value>
    <dictionary>
    <item>
    <key> <string>component_validation_workflow</string> </key>
    <value>
    <persistent> <string encoding="base64">AAAAAAAAAAM=</string> </persistent>
    </value>
    </item>
    </dictionary>
    </value>
    </item>
    </dictionary>
    </pickle>
    </record>
    <record id="3" aka="AAAAAAAAAAM=">
    <pickle>
    <global name="WorkflowHistoryList" module="Products.ERP5Type.Workflow"/>
    </pickle>
    <pickle>
    <dictionary>
    <item>
    <key> <string>_log</string> </key>
    <value>
    <list>
    <dictionary>
    <item>
    <key> <string>action</string> </key>
    <value> <string>validate</string> </value>
    </item>
    <item>
    <key> <string>validation_state</string> </key>
    <value> <string>validated</string> </value>
    </item>
    </dictionary>
    </list>
    </value>
    </item>
    </dictionary>
    </pickle>
    </record>
    </ZopeData>
    bt5/erp5_receipt_recognition_test/bt/dependency_list deleted 100644 → 0
    View file @ 2d2050eb
    erp5_dms
    erp5_receipt_recognition
    \ No newline at end of file
    bt5/erp5_receipt_recognition_test/bt/template_path_list deleted 100644 → 0
    View file @ 2d2050eb
    image_module/erp5_receipt_recognition_test_image_sample_001
    image_module/erp5_receipt_recognition_test_image_sample_002
    image_module/erp5_receipt_recognition_test_image_sample_003
    image_module/erp5_receipt_recognition_test_image_sample_004
    image_module/erp5_receipt_recognition_test_image_sample_005
    image_module/erp5_receipt_recognition_test_image_sample_006
    image_module/erp5_receipt_recognition_test_image_sample_007
    image_module/erp5_receipt_recognition_test_image_sample_008
    image_module/erp5_receipt_recognition_test_image_sample_009
    \ No newline at end of file
    bt5/erp5_receipt_recognition_test/bt/template_test_id_list deleted 100644 → 0
    View file @ 2d2050eb
    test.erp5.testReceiptRecognition
    \ No newline at end of file
    bt5/erp5_receipt_recognition_test/bt/test_dependency_list deleted 100644 → 0
    View file @ 2d2050eb
    erp5_full_text_mroonga_catalog
    \ No newline at end of file
    bt5/erp5_receipt_recognition_test/bt/title deleted 100644 → 0
    View file @ 2d2050eb
    erp5_receipt_recognition_test
    \ No newline at end of file
    product/ERP5/Tool/TemplateTool.py
    View file @ e4bd1047
    ......@@ -64,7 +64,6 @@ import struct
    from base64 import b64encode, b64decode
    from Products.ERP5Type.Message import translateString
    from zLOG import LOG, INFO, WARNING
    from base64 import decodestring
    import subprocess
    import time
    from Products.ERP5Type.Utils import bytes2str
    ......@@ -404,16 +403,6 @@ class TemplateTool (BaseTool):
    bt.setPublicationUrl(url)
    return bt
    security.declareProtected('Import/Export objects', 'importBase64EncodedText')
    def importBase64EncodedText(self, file_data=None, id=None, REQUEST=None,
    batch_mode=False, **kw):
    """
    Import Business Template from passed base64 encoded text.
    """
    import_file = StringIO(decodestring(file_data))
    return self.importFile(import_file = import_file, id = id, REQUEST = REQUEST,
    batch_mode = batch_mode, **kw)
    security.declareProtected('Import/Export objects', 'importFile')
    def importFile(self, import_file=None, id=None, REQUEST=None,
    batch_mode=False, **kw):
    ......
    product/ERP5/bootstrap/erp5_core/DocumentTemplateItem/portal_components/document.erp5.Amount.py
    View file @ e4bd1047
    ......@@ -334,19 +334,6 @@ class Amount(Base, VariatedMixin):
    (property_id, property_value, self.getRelativeUrl()))
    raise
    security.declareProtected(Permissions.AccessContentsInformation,
    'getQuantityUnitRangeItemList')
    def getQuantityUnitRangeItemList(self, base_category_list=()):
    resource = self.getDefaultResourceValue()
    if resource is not None:
    result = resource.getQuantityUnitList()
    else:
    result = ()
    if result is ():
    return self.portal_categories.quantity_unit.getFormItemList()
    else:
    return result
    security.declareProtected(Permissions.AccessContentsInformation, 'getResourceDefaultQuantityUnit')
    def getResourceDefaultQuantityUnit(self):
    """
    ......
    product/ERP5/bootstrap/erp5_core/ToolComponentTemplateItem/portal_components/tool.erp5.IntrospectionTool.py
    View file @ e4bd1047
    ......@@ -311,24 +311,6 @@ class IntrospectionTool(LogMixin, BaseTool):
    #
    # Instance variable definition access
    #
    security.declareProtected(Permissions.ManagePortal, '_loadExternalConfig')
    def _loadExternalConfig(self):
    """
    Load configuration from one external file, this configuration
    should be set for security reasons to prevent people access
    forbidden areas in the system.
    """
    def cached_loadExternalConfig():
    from six.moves import configparser
    config = configparser.ConfigParser()
    config.readfp(open('/etc/erp5.cfg'))
    return config
    cached_loadExternalConfig = CachingMethod(cached_loadExternalConfig,
    id='IntrospectionTool__loadExternalConfig',
    cache_factory='erp5_content_long')
    return cached_loadExternalConfig()
    security.declareProtected(Permissions.ManagePortal, '_getSoftwareHome')
    def _getSoftwareHome(self):
    """
    ......
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