layout analysis improvement 1
git-svn-id: https://pdfminerr.googlecode.com/svn/trunk/pdfminer@244 1aa58f4a-7d42-0410-adbc-911cccaed67cpull/1/head
parent
3b2aabaa10
commit
bc1303e901
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@ -10,7 +10,7 @@ from pdffont import PDFUnicodeNotDefined
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## get_bounds
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##
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def get_bounds(pts):
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"""Compute a maximal rectangle that covers all the points."""
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"""Compute a minimal rectangle that covers all the points."""
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(x0, y0, x1, y1) = (INF, INF, -INF, -INF)
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for (x,y) in pts:
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x0 = min(x0, x)
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@ -31,12 +31,6 @@ def csort(objs, key):
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idxs = dict( (obj,i) for (i,obj) in enumerate(objs) )
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return sorted(objs, key=lambda obj:(key(obj), idxs[obj]))
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def is_uniq(objs):
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for (i,obj1) in enumerate(objs):
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for obj2 in objs[i+1:]:
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if obj1 == obj2: return False
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return True
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## LAParams
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##
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@ -127,9 +121,9 @@ class LTItem(object):
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class LTPolygon(LTItem):
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def __init__(self, linewidth, pts):
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LTItem.__init__(self, get_bounds(pts))
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self.pts = pts
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self.linewidth = linewidth
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LTItem.__init__(self, get_bounds(pts))
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return
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def get_pts(self):
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@ -265,36 +259,39 @@ class LTChar(LTItem, LTText):
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##
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class LTContainer(LTItem):
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def __init__(self, bbox, objs=None):
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def __init__(self, objs=None, bbox=(0,0,0,0)):
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LTItem.__init__(self, bbox)
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if objs:
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self.objs = objs[:]
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self._objs = objs[:]
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else:
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self.objs = []
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self._objs = []
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return
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def __repr__(self):
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return ('<container %s>' % bbox2str(self.bbox))
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def __iter__(self):
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return iter(self.objs)
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return iter(self.get_objs())
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def __len__(self):
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return len(self.objs)
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return len(self.get_objs())
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def add(self, obj):
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self.objs.append(obj)
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self._objs.append(obj)
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return
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def merge(self, container):
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self.objs.extend(container.objs)
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self._objs.extend(container._objs)
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return
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def get_objs(self):
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return self._objs
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# fixate(): determines its boundery.
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def fixate(self):
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if not self.width and self.objs:
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if not self.width and self._objs:
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(bx0, by0, bx1, by1) = (INF, INF, -INF, -INF)
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for obj in self.objs:
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for obj in self._objs:
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bx0 = min(bx0, obj.x0)
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by0 = min(by0, obj.y0)
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bx1 = max(bx1, obj.x1)
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@ -307,60 +304,63 @@ class LTContainer(LTItem):
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##
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class LTTextLine(LTContainer):
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def __init__(self, objs):
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LTContainer.__init__(self, (0,0,0,0), objs)
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def __init__(self, word_margin=0):
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self.word_margin = word_margin
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LTContainer.__init__(self)
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return
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def __repr__(self):
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return ('<textline %s>' % bbox2str(self.bbox))
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def get_text(self):
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return ''.join( obj.text for obj in self.objs if isinstance(obj, LTText) )
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return ''.join( obj.text for obj in self.get_objs() if isinstance(obj, LTText) )
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def find_neighbors(self, plane, ratio):
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raise NotImplementedError
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class LTTextLineHorizontal(LTTextLine):
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def __init__(self, objs, word_margin):
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LTTextLine.__init__(self, objs)
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LTContainer.fixate(self)
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objs = []
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def __repr__(self):
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return ('<textline-h %s>' % bbox2str(self.bbox))
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def get_objs(self):
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x1 = INF
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for obj in csort(self.objs, key=lambda obj: obj.x0):
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if isinstance(obj, LTChar) and word_margin:
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margin = word_margin * obj.width
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for obj in csort(self._objs, key=lambda obj: obj.x0):
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if isinstance(obj, LTChar) and self.word_margin:
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margin = self.word_margin * obj.width
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if x1 < obj.x0-margin:
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objs.append(LTAnon(' '))
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objs.append(obj)
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yield LTAnon(' ')
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yield obj
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x1 = obj.x1
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self.objs = objs + [LTAnon('\n')]
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yield LTAnon('\n')
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return
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def find_neighbors(self, plane, ratio):
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h = ratio*self.height
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return plane.find((self.x0, self.y0-h, self.x1, self.y1+h))
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objs = plane.find((self.x0, self.y0-h, self.x1, self.y1+h))
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return [ obj for obj in objs if isinstance(obj, LTTextLineHorizontal) ]
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class LTTextLineVertical(LTTextLine):
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def __init__(self, objs, word_margin):
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LTTextLine.__init__(self, objs)
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LTContainer.fixate(self)
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objs = []
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def __repr__(self):
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return ('<textline-v %s>' % bbox2str(self.bbox))
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def get_objs(self):
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y0 = -INF
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for obj in csort(self.objs, key=lambda obj: -obj.y1):
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if isinstance(obj, LTChar) and word_margin:
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margin = word_margin * obj.height
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for obj in csort(self._objs, key=lambda obj: -obj.y1):
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if isinstance(obj, LTChar) and self.word_margin:
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margin = self.word_margin * obj.height
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if obj.y1+margin < y0:
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objs.append(LTAnon(' '))
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objs.append(obj)
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yield LTAnon(' ')
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yield obj
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y0 = obj.y0
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self.objs = objs + [LTAnon('\n')]
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yield LTAnon('\n')
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return
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def find_neighbors(self, plane, ratio):
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w = ratio*self.width
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return plane.find((self.x0-w, self.y0, self.x1+w, self.y1))
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objs = plane.find((self.x0-w, self.y0, self.x1+w, self.y1))
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return [ obj for obj in objs if isinstance(obj, LTTextLineVertical) ]
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## LTTextBox
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@ -371,7 +371,7 @@ class LTTextLineVertical(LTTextLine):
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class LTTextBox(LTContainer):
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def __init__(self, objs):
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LTContainer.__init__(self, (0,0,0,0), objs)
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LTContainer.__init__(self, objs=objs)
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self.index = None
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return
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@ -379,21 +379,17 @@ class LTTextBox(LTContainer):
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return ('<textbox(%s) %s %r...>' % (self.index, bbox2str(self.bbox), self.get_text()[:20]))
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def get_text(self):
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return ''.join( obj.get_text() for obj in self.objs if isinstance(obj, LTTextLine) )
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return ''.join( obj.get_text() for obj in self.get_objs() if isinstance(obj, LTTextLine) )
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class LTTextBoxHorizontal(LTTextBox):
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def fixate(self):
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LTTextBox.fixate(self)
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self.objs = csort(self.objs, key=lambda obj: -obj.y1)
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return
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def get_objs(self):
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return csort(self._objs, key=lambda obj: -obj.y1)
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class LTTextBoxVertical(LTTextBox):
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def fixate(self):
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LTTextBox.fixate(self)
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self.objs = csort(self.objs, key=lambda obj: -obj.x1)
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return
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def get_objs(self):
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return csort(self._objs, key=lambda obj: -obj.x1)
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## LTTextGroup
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class LTTextGroup(LTContainer):
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def __init__(self, objs):
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assert objs
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LTContainer.__init__(self, (0,0,0,0), objs)
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LTContainer.__init__(self, objs=objs)
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LTContainer.fixate(self)
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return
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class LTTextGroupLRTB(LTTextGroup):
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def __init__(self, objs):
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LTTextGroup.__init__(self, objs)
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def get_objs(self):
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# reorder the objects from top-left to bottom-right.
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self.objs = csort(self.objs, key=lambda obj: obj.x0+obj.x1-(obj.y0+obj.y1))
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return
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return csort(self._objs, key=lambda obj: obj.x0+obj.x1-(obj.y0+obj.y1))
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class LTTextGroupTBRL(LTTextGroup):
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def __init__(self, objs):
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LTTextGroup.__init__(self, objs)
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def get_objs(self):
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# reorder the objects from top-right to bottom-left.
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self.objs = csort(self.objs, key=lambda obj: -(obj.x0+obj.x1)-(obj.y0+obj.y1))
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return
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return csort(self._objs, key=lambda obj: -(obj.x0+obj.x1)-(obj.y0+obj.y1))
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## Plane
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return sorted(xobjs, key=lambda obj: self.idxs[obj])
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## guess_wmode
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##
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def guess_wmode(objs):
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"""Guess the writing mode by looking at the order of text objects."""
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xy = tb = lr = 0
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obj0 = None
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for obj1 in objs:
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if obj0 is not None:
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dx = obj1.x0+obj1.x1-(obj0.x0+obj0.x1)
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dy = obj1.y0+obj1.y1-(obj0.y0+obj0.y1)
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if abs(dy) < abs(dx):
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xy += 1
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else:
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xy -= 1
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if 0 < dx:
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lr += 1
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else:
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lr -= 1
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if dy < 0:
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tb += 1
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else:
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tb -= 1
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obj0 = obj1
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if 0 < lr:
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lr = 'lr'
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else:
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lr = 'rl'
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if 0 < tb:
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tb = 'tb'
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else:
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tb = 'bt'
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if 0 < xy:
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return lr+'-'+tb
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else:
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return tb+'-'+lr
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## group_lines
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##
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def group_lines(groupfunc, objs, findfunc, debug=0):
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"""Group LTTextLine objects to form a LTTextBox."""
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plane = Plane(objs)
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groups = {}
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for obj in objs:
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neighbors = findfunc(obj, plane)
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assert obj in neighbors, obj
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members = neighbors[:]
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for obj1 in neighbors:
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if obj1 in groups:
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members.extend(groups.pop(obj1))
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if debug:
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print >>sys.stderr, 'group:', members
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group = groupfunc(list(uniq(members)))
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for obj in members:
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groups[obj] = group
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done = set()
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r = []
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for obj in objs:
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group = groups[obj]
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if group in done: continue
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done.add(group)
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group.fixate()
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r.append(group)
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return r
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## group_boxes
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##
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def group_boxes(groupfunc, objs0, distfunc, debug=0):
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assert objs0
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objs = objs0[:]
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while 2 <= len(objs):
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mindist = INF
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minpair = None
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objs = csort(objs, key=lambda obj: obj.width*obj.height)
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for i in xrange(len(objs)):
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for j in xrange(i+1, len(objs)):
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d = distfunc(objs[i], objs[j])
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if d < mindist:
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mindist = d
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minpair = (objs[i], objs[j])
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assert minpair
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(obj1, obj2) = minpair
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objs.remove(obj1)
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objs.remove(obj2)
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if debug:
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print >>sys.stderr, 'group:', obj1, obj2
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objs.append(groupfunc([obj1, obj2]))
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assert len(objs) == 1
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return objs.pop()
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## LTAnalyzer
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##
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class LTAnalyzer(LTContainer):
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def analyze(self, laparams):
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def analyze(self, laparams=None):
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"""Perform the layout analysis."""
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(textobjs, otherobjs) = self.get_textobjs()
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if laparams is None: return
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# textobjs is a list of LTChar objects, i.e.
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# it has all the individual characters in the page.
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if not laparams or not textobjs: return
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if laparams.writing_mode not in ('lr-tb', 'tb-rl'):
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laparams.writing_mode = guess_wmode(textobjs)
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if (laparams.writing_mode.startswith('tb-') or
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laparams.writing_mode.startswith('bt-')):
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# assemble them into vertical rows of text.
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textboxes = self.build_textbox_vertical(textobjs, laparams)
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# turn them into a tree.
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top = self.group_textbox_tb_rl(textboxes, laparams)
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else:
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# assemble them into horizontal rows of text.
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textboxes = self.build_textbox_horizontal(textobjs, laparams)
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# turn them into a tree.
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top = self.group_textbox_lr_tb(textboxes, laparams)
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(textobjs, otherobjs) = self.get_textobjs(self._objs, laparams)
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if not textobjs: return
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textlines = list(self.get_textlines(textobjs, laparams))
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assert sum( len(line._objs) for line in textlines ) == len(textobjs)
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textboxes = list(self.get_textboxes(textlines, laparams))
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assert sum( len(box._objs) for box in textboxes ) == len(textlines)
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top = self.group_textboxes(textboxes, laparams)
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def assign_index(obj, i):
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if isinstance(obj, LTTextBox):
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obj.index = i
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return i
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assign_index(top, 0)
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textboxes.sort(key=lambda box:box.index)
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self.objs = textboxes + otherobjs
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self._objs = textboxes + otherobjs
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self.layout = top
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return
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def get_textobjs(self):
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def get_textobjs(self, objs, laparams):
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"""Split all the objects in the page into text-related objects and others."""
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textobjs = []
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otherobjs = []
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for obj in self.objs:
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for obj in objs:
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if isinstance(obj, LTText) and obj.is_upright():
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textobjs.append(obj)
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else:
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otherobjs.append(obj)
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return (textobjs, otherobjs)
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def build_textbox_horizontal(self, objs, laparams):
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"""Identify horizontal text regions in the page."""
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def aligned(obj1, obj2):
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# +------+ - - -
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# | obj1 | - - +------+ -
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# | | | obj2 | | (line_overlap)
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# +------+ - - | | -
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# - - - +------+
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#
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# |<--->|
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# (char_margin)
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return ((min(obj1.height, obj2.height) * laparams.line_overlap < obj1.voverlap(obj2)) and
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(obj1.hdistance(obj2) < min(obj1.width, obj2.width) * laparams.char_margin))
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lines = []
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line = []
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prev = None
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for cur in objs:
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if prev is not None and not aligned(prev, cur):
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if line:
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lines.append(LTTextLineHorizontal(line, laparams.word_margin))
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line = []
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line.append(cur)
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prev = cur
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if line:
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lines.append(LTTextLineHorizontal(line, laparams.word_margin))
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return group_lines(LTTextBoxHorizontal, lines,
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lambda obj, plane: obj.find_neighbors(plane, laparams.line_margin))
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def get_textlines(self, objs, laparams):
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obj0 = None
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line = None
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for obj1 in objs:
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if obj0 is None:
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obj0 = obj1
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else:
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k = 0
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if (obj0.is_voverlap(obj1) and
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min(obj0.height, obj1.height) * laparams.line_overlap < obj0.voverlap(obj1) and
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obj0.hdistance(obj1) < min(obj0.width, obj1.width) * laparams.char_margin):
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# obj0 and obj1 is horizontally aligned:
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#
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# +------+ - - -
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# | obj0 | - - +------+ -
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# | | | obj1 | | (line_overlap)
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# +------+ - - | | -
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# - - - +------+
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#
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# |<--->|
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# (char_margin)
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k |= 1
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if (obj0.is_hoverlap(obj1) and
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min(obj0.width, obj1.width) * laparams.line_overlap < obj0.hoverlap(obj1) and
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obj0.vdistance(obj1) < min(obj0.height, obj1.height) * laparams.char_margin):
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# obj0 and obj1 is vertically aligned:
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#
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# +------+
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# | obj0 |
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# | |
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# +------+ - - -
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# | | | (char_margin)
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# +------+ - -
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# | obj1 |
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# | |
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||||
# +------+
|
||||
#
|
||||
# |<-->|
|
||||
# (line_overlap)
|
||||
k |= 2
|
||||
if ( (k & 1 and isinstance(line, LTTextLineHorizontal)) or
|
||||
(k & 2 and isinstance(line, LTTextLineVertical)) ):
|
||||
line.add(obj1)
|
||||
elif line is None:
|
||||
if k == 2:
|
||||
line = LTTextLineVertical(laparams.word_margin)
|
||||
else:
|
||||
line = LTTextLineHorizontal(laparams.word_margin)
|
||||
line.add(obj0)
|
||||
line.add(obj1)
|
||||
else:
|
||||
line.fixate()
|
||||
yield line
|
||||
line = None
|
||||
obj0 = obj1
|
||||
if line is None:
|
||||
line = LTTextLineHorizontal(laparams.word_margin)
|
||||
if obj0 is not None:
|
||||
line.add(obj0)
|
||||
line.fixate()
|
||||
yield line
|
||||
return
|
||||
|
||||
def build_textbox_vertical(self, objs, laparams):
|
||||
"""Identify vertical text regions in the page."""
|
||||
def aligned(obj1, obj2):
|
||||
# +------+
|
||||
# | obj1 |
|
||||
# | |
|
||||
# +------+ - - -
|
||||
# | | | (char_margin)
|
||||
# +------+ - -
|
||||
# | obj2 |
|
||||
# | |
|
||||
# +------+
|
||||
#
|
||||
# |<-->|
|
||||
# (line_overlap)
|
||||
return ((min(obj1.width, obj2.width) * laparams.line_overlap < obj1.hoverlap(obj2)) and
|
||||
(obj1.vdistance(obj2) < min(obj1.height, obj2.height) * laparams.char_margin))
|
||||
lines = []
|
||||
line = []
|
||||
prev = None
|
||||
for cur in objs:
|
||||
if prev is not None and not aligned(prev, cur):
|
||||
if line:
|
||||
lines.append(LTTextLineVertical(line, laparams.word_margin))
|
||||
line = []
|
||||
line.append(cur)
|
||||
prev = cur
|
||||
if line:
|
||||
lines.append(LTTextLineVertical(line, laparams.word_margin))
|
||||
return group_lines(LTTextBoxVertical, lines,
|
||||
lambda obj, plane: obj.find_neighbors(plane, laparams.line_margin))
|
||||
def get_textboxes(self, lines, laparams):
|
||||
plane = Plane(lines)
|
||||
groups = {}
|
||||
for line in lines:
|
||||
neighbors = line.find_neighbors(plane, laparams.line_margin)
|
||||
assert line in neighbors, line
|
||||
members = neighbors[:]
|
||||
for obj1 in neighbors:
|
||||
if obj1 in groups:
|
||||
members.extend(groups.pop(obj1))
|
||||
members = list(uniq(members))
|
||||
if isinstance(line, LTTextLineHorizontal):
|
||||
group = LTTextBoxHorizontal(members)
|
||||
else:
|
||||
group = LTTextBoxVertical(members)
|
||||
for obj in members:
|
||||
groups[obj] = group
|
||||
done = set()
|
||||
for line in lines:
|
||||
group = groups[line]
|
||||
if group in done: continue
|
||||
done.add(group)
|
||||
group.fixate()
|
||||
yield group
|
||||
return
|
||||
|
||||
def group_textbox_lr_tb(self, boxes, laparams):
|
||||
def group_textboxes(self, textboxes, laparams):
|
||||
def dist(obj1, obj2):
|
||||
"""A distance function between two TextBoxes.
|
||||
|
||||
|
@ -679,14 +600,29 @@ class LTAnalyzer(LTContainer):
|
|||
return ((max(obj1.x1,obj2.x1) - min(obj1.x0,obj2.x0)) *
|
||||
(max(obj1.y1,obj2.y1) - min(obj1.y0,obj2.y0)) -
|
||||
(obj1.width*obj1.height + obj2.width*obj2.height))
|
||||
return group_boxes(LTTextGroupLRTB, boxes, dist)
|
||||
|
||||
def group_textbox_tb_rl(self, boxes, laparams):
|
||||
def dist(obj1, obj2):
|
||||
return ((max(obj1.x1,obj2.x1) - min(obj1.x0,obj2.x0)) *
|
||||
(max(obj1.y1,obj2.y1) - min(obj1.y0,obj2.y0)) -
|
||||
(obj1.width*obj1.height + obj2.width*obj2.height))
|
||||
return group_boxes(LTTextGroupTBRL, boxes, dist)
|
||||
textboxes = textboxes[:]
|
||||
while 2 <= len(textboxes):
|
||||
mindist = INF
|
||||
minpair = None
|
||||
textboxes = csort(textboxes, key=lambda obj: obj.width*obj.height)
|
||||
for i in xrange(len(textboxes)):
|
||||
for j in xrange(i+1, len(textboxes)):
|
||||
(obj1, obj2) = (textboxes[i], textboxes[j])
|
||||
d = dist(obj1, obj2)
|
||||
if d < mindist:
|
||||
mindist = d
|
||||
minpair = (obj1, obj2)
|
||||
assert minpair
|
||||
(obj1, obj2) = minpair
|
||||
textboxes.remove(obj1)
|
||||
textboxes.remove(obj2)
|
||||
if isinstance(obj1, LTTextBoxHorizontal):
|
||||
group = LTTextGroupLRTB([obj1, obj2])
|
||||
else:
|
||||
group = LTTextGroupTBRL([obj1, obj2])
|
||||
textboxes.append(group)
|
||||
assert len(textboxes) == 1
|
||||
return textboxes.pop()
|
||||
|
||||
|
||||
## LTFigure
|
||||
|
@ -699,16 +635,16 @@ class LTFigure(LTAnalyzer):
|
|||
(x,y,w,h) = bbox
|
||||
bbox = get_bounds( apply_matrix_pt(matrix, (p,q))
|
||||
for (p,q) in ((x,y), (x+w,y), (x,y+h), (x+w,y+h)) )
|
||||
LTAnalyzer.__init__(self, bbox)
|
||||
LTAnalyzer.__init__(self, bbox=bbox)
|
||||
return
|
||||
|
||||
def __repr__(self):
|
||||
return ('<figure %r bbox=%s matrix=%s>' %
|
||||
(self.name, bbox2str(self.bbox), matrix2str(self.matrix)))
|
||||
|
||||
def analyze(self, laparams):
|
||||
if laparams and laparams.all_texts:
|
||||
LTAnalyzer.analyze(self, laparams)
|
||||
def analyze(self, laparams=None):
|
||||
if laparams is not None and laparams.all_texts:
|
||||
LTAnalyzer.analyze(self, laparams=laparams)
|
||||
return
|
||||
|
||||
|
||||
|
@ -717,7 +653,7 @@ class LTFigure(LTAnalyzer):
|
|||
class LTPage(LTAnalyzer):
|
||||
|
||||
def __init__(self, pageid, bbox, rotate=0):
|
||||
LTAnalyzer.__init__(self, bbox)
|
||||
LTAnalyzer.__init__(self, bbox=bbox)
|
||||
self.pageid = pageid
|
||||
self.rotate = rotate
|
||||
self.layout = None
|
||||
|
|
Loading…
Reference in New Issue