#!/usr/bin/env python2 import sys from utils import apply_matrix_pt, get_bound, INF from utils import bsearch, bbox2str, matrix2str, Plane from pdffont import PDFUnicodeNotDefined def uniq(objs): done = set() for obj in objs: if obj in done: continue done.add(obj) yield obj return def csort(objs, key): idxs = dict( (obj,i) for (i,obj) in enumerate(objs) ) return sorted(objs, key=lambda obj:(key(obj), idxs[obj])) ## LAParams ## class LAParams(object): def __init__(self, writing_mode='lr-tb', line_overlap=0.5, char_margin=2.0, line_margin=0.5, word_margin=0.1, all_texts=False): self.writing_mode = writing_mode self.line_overlap = line_overlap self.char_margin = char_margin self.line_margin = line_margin self.word_margin = word_margin self.all_texts = all_texts return def __repr__(self): return ('' % (self.char_margin, self.line_margin, self.word_margin, self.all_texts)) ## LTItem ## class LTItem(object): def __init__(self, bbox): self.set_bbox(bbox) return def __repr__(self): return ('<%s %s>' % (self.__class__.__name__, bbox2str(self.bbox))) def set_bbox(self, (x0,y0,x1,y1)): self.x0 = x0 self.y0 = y0 self.x1 = x1 self.y1 = y1 self.width = x1-x0 self.height = y1-y0 self.bbox = (x0, y0, x1, y1) return def is_hoverlap(self, obj): assert isinstance(obj, LTItem) return obj.x0 <= self.x1 and self.x0 <= obj.x1 def hdistance(self, obj): assert isinstance(obj, LTItem) if self.is_hoverlap(obj): return 0 else: return min(abs(self.x0-obj.x1), abs(self.x1-obj.x0)) def hoverlap(self, obj): assert isinstance(obj, LTItem) if self.is_hoverlap(obj): return min(abs(self.x0-obj.x1), abs(self.x1-obj.x0)) else: return 0 def is_voverlap(self, obj): assert isinstance(obj, LTItem) return obj.y0 <= self.y1 and self.y0 <= obj.y1 def vdistance(self, obj): assert isinstance(obj, LTItem) if self.is_voverlap(obj): return 0 else: return min(abs(self.y0-obj.y1), abs(self.y1-obj.y0)) def voverlap(self, obj): assert isinstance(obj, LTItem) if self.is_voverlap(obj): return min(abs(self.y0-obj.y1), abs(self.y1-obj.y0)) else: return 0 ## LTPolygon ## class LTPolygon(LTItem): def __init__(self, linewidth, pts): self.pts = pts self.linewidth = linewidth LTItem.__init__(self, get_bound(pts)) return def get_pts(self): return ','.join( '%.3f,%.3f' % p for p in self.pts ) ## LTLine ## class LTLine(LTPolygon): def __init__(self, linewidth, p0, p1): LTPolygon.__init__(self, linewidth, [p0, p1]) return ## LTRect ## class LTRect(LTPolygon): def __init__(self, linewidth, (x0,y0,x1,y1)): LTPolygon.__init__(self, linewidth, [(x0,y0), (x1,y0), (x1,y1), (x0,y1)]) return ## LTImage ## class LTImage(LTItem): def __init__(self, name, stream, bbox): LTItem.__init__(self, bbox) self.name = name self.stream = stream self.srcsize = (stream.get_any(('W', 'Width')), stream.get_any(('H', 'Height'))) self.imagemask = stream.get_any(('IM', 'ImageMask')) self.bits = stream.get_any(('BPC', 'BitsPerComponent'), 1) self.colorspace = stream.get_any(('CS', 'ColorSpace')) if not isinstance(self.colorspace, list): self.colorspace = [self.colorspace] return def __repr__(self): (w,h) = self.srcsize return ('<%s(%s) %s %dx%d>' % (self.__class__.__name__, self.name, bbox2str(self.bbox), w, h)) ## LTText ## class LTText(object): def __init__(self, text): self.text = text return def __repr__(self): return ('<%s %r>' % (self.__class__.__name__, self.text)) ## LTAnon ## class LTAnon(LTText): pass ## LTChar ## class LTChar(LTItem, LTText): debug = 0 def __init__(self, matrix, font, fontsize, scaling, rise, cid): self.matrix = matrix self.font = font self.fontsize = fontsize self.adv = font.char_width(cid) * fontsize * scaling try: text = font.to_unichr(cid) assert isinstance(text, unicode), text except PDFUnicodeNotDefined: text = '?' LTText.__init__(self, text) # compute the boundary rectangle. if self.font.is_vertical(): # vertical width = font.get_width() * fontsize (vx,vy) = font.char_disp(cid) if vx is None: vx = width/2 else: vx = vx * fontsize * .001 vy = (1000 - vy) * fontsize * .001 tx = -vx ty = vy + rise bll = (tx, ty+self.adv) bur = (tx+width, ty) else: # horizontal height = font.get_height() * fontsize descent = font.get_descent() * fontsize ty = descent + rise bll = (0, ty) bur = (self.adv, ty+height) (a,b,c,d,e,f) = self.matrix self.upright = (0 < a*d*scaling and b*c <= 0) (x0,y0) = apply_matrix_pt(self.matrix, bll) (x1,y1) = apply_matrix_pt(self.matrix, bur) if x1 < x0: (x0,x1) = (x1,x0) if y1 < y0: (y0,y1) = (y1,y0) LTItem.__init__(self, (x0,y0,x1,y1)) if self.font.is_vertical(): self.size = self.width else: self.size = self.height return def __repr__(self): if self.debug: return ('<%s %s matrix=%s font=%r fontsize=%.1f adv=%s text=%r>' % (self.__class__.__name__, bbox2str(self.bbox), matrix2str(self.matrix), self.font, self.fontsize, self.adv, self.text)) else: return '' % self.text def is_compatible(self, obj): """Returns True if two characters can coexist in the same line.""" return True ## LTContainer ## class LTContainer(LTItem): def __init__(self, bbox): LTItem.__init__(self, bbox) self._objs = [] return def __iter__(self): return iter(self._objs) def __len__(self): return len(self._objs) def add(self, obj): self._objs.append(obj) return def extend(self, objs): for obj in objs: self.add(obj) return ## LTExpandableContainer ## class LTExpandableContainer(LTContainer): def __init__(self): LTContainer.__init__(self, (+INF,+INF,-INF,-INF)) return def add(self, obj): LTContainer.add(self, obj) self.set_bbox((min(self.x0, obj.x0), min(self.y0, obj.y0), max(self.x1, obj.x1), max(self.y1, obj.y1))) return def finish(self): return self ## LTTextLine ## class LTTextLine(LTExpandableContainer, LTText): def __init__(self, word_margin): LTExpandableContainer.__init__(self) self.word_margin = word_margin return def __repr__(self): return ('<%s %s %r>' % (self.__class__.__name__, bbox2str(self.bbox), self.text)) def finish(self): LTContainer.add(self, LTAnon('\n')) self.text = ''.join( obj.text for obj in self if isinstance(obj, LTText) ) return LTExpandableContainer.finish(self) def find_neighbors(self, plane, ratio): raise NotImplementedError class LTTextLineHorizontal(LTTextLine): def __init__(self, word_margin): LTTextLine.__init__(self, word_margin) self._x1 = +INF return def add(self, obj): if isinstance(obj, LTChar) and self.word_margin: margin = self.word_margin * obj.width if self._x1 < obj.x0-margin: LTContainer.add(self, LTAnon(' ')) self._x1 = obj.x1 LTTextLine.add(self, obj) return def find_neighbors(self, plane, ratio): h = ratio*self.height objs = plane.find((self.x0, self.y0-h, self.x1, self.y1+h)) return [ obj for obj in objs if isinstance(obj, LTTextLineHorizontal) ] class LTTextLineVertical(LTTextLine): def __init__(self, word_margin): LTTextLine.__init__(self, word_margin) self._y0 = -INF return def add(self, obj): if isinstance(obj, LTChar) and self.word_margin: margin = self.word_margin * obj.height if obj.y1+margin < self._y0: LTContainer.add(self, LTAnon(' ')) self._y0 = obj.y0 LTTextLine.add(self, obj) return def find_neighbors(self, plane, ratio): w = ratio*self.width objs = plane.find((self.x0-w, self.y0, self.x1+w, self.y1)) return [ obj for obj in objs if isinstance(obj, LTTextLineVertical) ] ## LTTextBox ## ## A set of text objects that are grouped within ## a certain rectangular area. ## class LTTextBox(LTExpandableContainer): def __init__(self): LTExpandableContainer.__init__(self) self.index = None return def __repr__(self): return ('<%s(%s) %s %r...>' % (self.__class__.__name__, self.index, bbox2str(self.bbox), self.text[:20])) def finish(self): self.text = ''.join( obj.text for obj in self if isinstance(obj, LTTextLine) ) return LTExpandableContainer.finish(self) class LTTextBoxHorizontal(LTTextBox): def finish(self): self._objs = csort(self._objs, key=lambda obj: -obj.y1) return LTTextBox.finish(self) class LTTextBoxVertical(LTTextBox): def finish(self): self._objs = csort(self._objs, key=lambda obj: -obj.x1) return LTTextBox.finish(self) ## LTTextGroup ## class LTTextGroup(LTExpandableContainer): def __init__(self, objs): LTExpandableContainer.__init__(self) self.extend(objs) return class LTTextGroupLRTB(LTTextGroup): def finish(self): # reorder the objects from top-left to bottom-right. self._objs = csort(self._objs, key=lambda obj: obj.x0+obj.x1-(obj.y0+obj.y1)) return LTTextGroup.finish(self) class LTTextGroupTBRL(LTTextGroup): def finish(self): # reorder the objects from top-right to bottom-left. self._objs = csort(self._objs, key=lambda obj: -(obj.x0+obj.x1)-(obj.y0+obj.y1)) return LTTextGroup.finish(self) ## LTLayoutContainer ## class LTLayoutContainer(LTContainer): def __init__(self, bbox, laparams=None): LTContainer.__init__(self, bbox) self.laparams = laparams self.layout = None return def finish(self): """Perform the layout analysis.""" if self.laparams is None: return # textobjs is a list of LTChar objects, i.e. # it has all the individual characters in the page. (textobjs, otherobjs) = self.get_textobjs(self._objs) if not textobjs: return textlines = list(self.get_textlines(textobjs, self.laparams.line_overlap, self.laparams.char_margin, self.laparams.word_margin)) assert len(textobjs) <= sum( len(line._objs) for line in textlines ) textboxes = list(self.get_textboxes(textlines, self.laparams.line_margin)) assert len(textlines) == sum( len(box._objs) for box in textboxes ) top = self.group_textboxes(textboxes) def assign_index(obj, i): if isinstance(obj, LTTextBox): obj.index = i i += 1 elif isinstance(obj, LTTextGroup): for x in obj: i = assign_index(x, i) return i assign_index(top, 0) textboxes.sort(key=lambda box:box.index) self._objs = textboxes + otherobjs self.layout = top return self def get_textobjs(self, objs): """Split all the objects in the page into text-related objects and others.""" textobjs = [] otherobjs = [] for obj in objs: if isinstance(obj, LTChar): textobjs.append(obj) else: otherobjs.append(obj) return (textobjs, otherobjs) def get_textlines(self, objs, line_overlap, char_margin, word_margin): obj0 = None line = None for obj1 in objs: if obj0 is not None: k = 0 if (obj0.is_compatible(obj1) and obj0.is_voverlap(obj1) and min(obj0.height, obj1.height) * line_overlap < obj0.voverlap(obj1) and obj0.hdistance(obj1) < max(obj0.width, obj1.width) * char_margin): # obj0 and obj1 is horizontally aligned: # # +------+ - - - # | obj0 | - - +------+ - # | | | obj1 | | (line_overlap) # +------+ - - | | - # - - - +------+ # # |<--->| # (char_margin) k |= 1 if (obj0.is_compatible(obj1) and obj0.is_hoverlap(obj1) and min(obj0.width, obj1.width) * line_overlap < obj0.hoverlap(obj1) and obj0.vdistance(obj1) < max(obj0.height, obj1.height) * char_margin): # obj0 and obj1 is vertically aligned: # # +------+ # | obj0 | # | | # +------+ - - - # | | | (char_margin) # +------+ - - # | obj1 | # | | # +------+ # # |<-->| # (line_overlap) k |= 2 if ( (k & 1 and isinstance(line, LTTextLineHorizontal)) or (k & 2 and isinstance(line, LTTextLineVertical)) ): line.add(obj1) elif line is not None: yield line.finish() line = None else: if k == 2: line = LTTextLineVertical(word_margin) line.add(obj0) line.add(obj1) elif k == 1: line = LTTextLineHorizontal(word_margin) line.add(obj0) line.add(obj1) else: line = LTTextLineHorizontal(word_margin) line.add(obj0) yield line.finish() line = None obj0 = obj1 if line is None: line = LTTextLineHorizontal(word_margin) line.add(obj0) yield line.finish() return def get_textboxes(self, lines, line_margin): plane = Plane(lines) for line in lines: plane.add(line) plane.finish() boxes = {} for line in lines: neighbors = line.find_neighbors(plane, line_margin) assert line in neighbors, line members = [] for obj1 in neighbors: members.append(obj1) if obj1 in boxes: members.extend(boxes.pop(obj1)) if isinstance(line, LTTextLineHorizontal): box = LTTextBoxHorizontal() else: box = LTTextBoxVertical() for obj in uniq(members): box.add(obj) boxes[obj] = box done = set() for line in lines: box = boxes[line] if box in done: continue done.add(box) yield box.finish() return def group_textboxes(self, boxes): def dist(obj1, obj2): """A distance function between two TextBoxes. Consider the bounding rectangle for obj1 and obj2. Return its area less the areas of obj1 and obj2, shown as 'www' below. This value may be negative. +------+..........+ | obj1 |wwwwwwwwww: +------+www+------+ :wwwwwwwwww| 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)) boxes = boxes[:] # XXX this is slow when there're many textboxes. while 2 <= len(boxes): mindist = INF minpair = None boxes = csort(boxes, key=lambda obj: obj.width*obj.height) for i in xrange(len(boxes)): for j in xrange(i+1, len(boxes)): (obj1, obj2) = (boxes[i], boxes[j]) d = dist(obj1, obj2) if d < mindist: mindist = d minpair = (obj1, obj2) assert minpair (obj1, obj2) = minpair boxes.remove(obj1) boxes.remove(obj2) if (isinstance(obj1, LTTextBoxVertical) or isinstance(obj2, LTTextBoxVertical) or isinstance(obj1, LTTextGroupTBRL) or isinstance(obj2, LTTextGroupTBRL)): group = LTTextGroupTBRL([obj1, obj2]) else: group = LTTextGroupLRTB([obj1, obj2]) boxes.append(group.finish()) assert len(boxes) == 1 return boxes.pop() ## LTFigure ## class LTFigure(LTLayoutContainer): def __init__(self, name, bbox, matrix, laparams=None): self.name = name self.matrix = matrix (x,y,w,h) = bbox bbox = get_bound( apply_matrix_pt(matrix, (p,q)) for (p,q) in ((x,y), (x+w,y), (x,y+h), (x+w,y+h)) ) LTLayoutContainer.__init__(self, bbox, laparams=laparams) return def __repr__(self): return ('<%s(%s) %s matrix=%s>' % (self.__class__.__name__, self.name, bbox2str(self.bbox), matrix2str(self.matrix))) def finish(self): if self.laparams is None or not self.laparams.all_texts: return return LTLayoutContainer.finish(self) ## LTPage ## class LTPage(LTLayoutContainer): def __init__(self, pageid, bbox, rotate=0, laparams=None): LTLayoutContainer.__init__(self, bbox, laparams=laparams) self.pageid = pageid self.rotate = rotate return def __repr__(self): return ('<%s(%r) %s rotate=%r>' % (self.__class__.__name__, self.pageid, bbox2str(self.bbox), self.rotate))