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__init__.py
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__init__.py
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from pdfminer.pdfparser import PDFParser #pip install --user pdfminer
from pdfminer.pdfdocument import PDFDocument
from pdfminer.pdfpage import PDFPage
from pdfminer.pdfinterp import PDFResourceManager, PDFPageInterpreter
from pdfminer.layout import LAParams
from pdfminer.converter import PDFPageAggregator
from pdfminer.converter import PDFLayoutAnalyzer, PDFConverter
from pdfminer.converter import LTContainer, LTPage, LTText, LTLine, LTRect, LTCurve, LTFigure, LTImage, LTChar, LTTextLine, LTTextBox, LTTextBoxVertical, LTTextGroup
import sys
def PDF_text( pdf_fp,
convert_to_lower_case=True,
line_overlap = 0.5, #layout parameters defaults
char_margin = 2.0, #see https://github.com/euske/pdfminer/blob/master/pdfminer/layout.py#L500
line_margin = 0.5,
word_margin = 0.1,
boxes_flow = 0.5,
detect_vertical = False,
all_texts = False
):
'scape PDF text, no position available'
T = []
parser = PDFParser(pdf_fp)
document = PDFDocument(parser) #,password)
laparams = LAParams( line_overlap=line_overlap, char_margin=char_margin, line_margin=line_margin, word_margin=word_margin, boxes_flow=boxes_flow, detect_vertical=detect_vertical, all_texts=all_texts ) # Set layout parameters for analysis.
assert laparams.char_margin == char_margin
rsrcmgr = PDFResourceManager() # Create a PDF resource manager object that stores shared resources.
device = PDFPageAggregator(rsrcmgr, laparams=laparams) # Create a PDF page aggregator object.
interpreter = PDFPageInterpreter(rsrcmgr, device)
for page in PDFPage.create_pages(document):
interpreter.process_page(page)
# receive the LTPage object for the page.
layout = device.get_result()
if layout.groups != None:
for group in layout.groups[0]:
if hasattr( group, 'get_text'):
T.append( group.get_text().lower() if convert_to_lower_case else group.get_text() )
pdf_fp.seek(0)
return T
class Check_Containts:
def __init__(self, text, error_msg ):
if type(text) == list:
self.texts = [ t.lower() for t in text ]
else:
self.texts = [text.lower()]
self.error_msg = error_msg
self.matches = 0
def check( self, text_in_lower_case ):
for t in self.texts:
self.matches += text_in_lower_case.count( t )
def add_to_error_msgs( self, error_msgs):
if self.matches == 0:
error_msgs.append( self.error_msg )
def get_words_following_text(main_text, text, count = 1):
p1 = main_text.find( text )
if p1 == -1:
return None
words = []
p3 = p1 + len(text)
for i in range(count):
p2 = p3
while main_text[p2] in ' \t':
p2 += 1
p3 = p2
while main_text[p3] not in ' \n':
p3 += 1
words.append( main_text[p2:p3] )
return words
def get_words_before_text(main_text, text, count = 1):
p1 = main_text.find( text )
if p1 == -1:
return None
words = []
p3 = p1-1
for i in range(count):
p2 = p3
while main_text[p2] in ' \t':
p2 -= 1
p3 = p2
while main_text[p3] not in ' \n':
p3 -= 1
words.append( main_text[p3+1:p2+1] )
return words
#modified from pdfminer/convertor.py XMLConverter
class TextPosCovertor(PDFConverter):
def __init__(self, rsrcmgr, recorder , codec='utf-8', pageno=1,
laparams=None, imagewriter=None, pages = 'all'):
PDFConverter.__init__(self, rsrcmgr, outfp=sys.stderr, codec=codec, pageno=pageno, laparams=laparams)
self.recorder = recorder #custom class which is definied next
self.pages = pages
def write_text(self, text):
pass
def receive_layout(self, ltpage):
#def show_group(item):
# if isinstance(item, LTTextBox):
# self.outfp.write('<textbox id="%d" bbox="%s" />\n' %
# (item.index, bbox2str(item.bbox)))
# elif isinstance(item, LTTextGroup):
# self.outfp.write('<textgroup bbox="%s">\n' % bbox2str(item.bbox))
# for child in item:
# show_group(child)
# self.outfp.write('</textgroup>\n')
# return
def render(item):
if isinstance(item, LTPage):
#self.outfp.write('<page id="%s" bbox="%s" rotate="%d">\n' % (item.pageid, bbox2str(item.bbox), item.rotate))
if self.pages != 'all':
if not item.pageid in self.pages:
return
self.recorder.set_page( item.pageid )
for child in item:
render(child)
#if item.groups is not None:
#self.outfp.write('<layout>\n')
# for group in item.groups:
# show_group(group)
#self.outfp.write('</layout>\n')
#self.outfp.write('</page>\n')
elif isinstance(item, LTLine):
#print( '<line linewidth="%d" bbox="%s" />' % (item.linewidth, item.bbox))
self.recorder.record_LTLine( item )
elif isinstance(item, LTRect):
#self.outfp.write('<rect linewidth="%d" bbox="%s" />' % (item.linewidth, item.bbox))
self.recorder.record_LTRect( item )
elif isinstance(item, LTCurve):
#self.outfp.write('<curve linewidth="%d" bbox="%s" pts="%s"/>\n' %
# (item.linewidth, bbox2str(item.bbox), item.get_pts()))
pass
elif isinstance(item, LTFigure):
#self.outfp.write('<figure name="%s" bbox="%s">\n' %
# (item.name, bbox2str(item.bbox)))
for child in item:
render(child)
#self.outfp.write('</figure>\n')
elif isinstance(item, LTTextLine):
#self.outfp.write('<textline bbox="%s">\n' % bbox2str(item.bbox))
for child in item:
render(child)
#self.outfp.write('</textline>\n')
elif isinstance(item, LTTextBox):
#wmode = ''
#if isinstance(item, LTTextBoxVertical):
# wmode = ' wmode="vertical"'
#self.outfp.write('<textbox id="%d" bbox="%s"%s>\n' %
# (item.index, bbox2str(item.bbox), wmode))
for child in item:
render(child)
#self.outfp.write('</textbox>\n')
elif isinstance(item, LTChar):
#self.outfp.write('<text font="%s" bbox="%s" size="%.3f">' %
# (enc(item.fontname), bbox2str(item.bbox), item.size))
#self.write_text(item.get_text())
#self.outfp.write('</text>\n')
self.recorder.record_LTChar( item )
elif isinstance(item, LTText):
#self.outfp.write('<text>%s</text>\n' % item.get_text())
#print('LTText.get_text() %s' % item.get_text() )
raise NotImplementedError, item
elif isinstance(item, LTImage):
pass
else:
raise NotImplementedError, item
return
render(ltpage)
return
def close(self):
pass
class PDF_text_get_Error(Exception):
pass
class PDF_text_with_locations:
def __init__( self, pdf_fp,
convert_to_lower_case=True,
pages = 'all',
char_margin = 0.2,
line_margin = 0.1,
space_margin = 1.0,
ignore_fontname = True,
record_lines = False,
record_rects = False
):
"if pages != 'all' then contents only passed if page in pages"
self.text_groups = {}
self.char_margin = char_margin
self.space_margin = space_margin
self.line_margin = line_margin
self.ignore_fontname = ignore_fontname
self.record_lines = record_lines
if record_lines:
self.lines = {}
self.record_rects = record_rects
if record_rects:
self.rects = {}
rsrcmgr = PDFResourceManager()
device = TextPosCovertor(rsrcmgr, self, pages=pages)
interpreter = PDFPageInterpreter(rsrcmgr, device)
for page in PDFPage.get_pages( pdf_fp, check_extractable=False ):
interpreter.process_page(page)
pdf_fp.seek(0)
def set_page( self, pageid ):
if not self.text_groups.has_key( pageid ):
self.text_groups[pageid] = []
self.current_page = pageid
def record_LTChar( self, item ):
#print('LTChar bbox="%s" size="%.3f" %s' % ( item.bbox, item.size, item.get_text() ) )
#print( item.get_text(), item.bbox )
if len( self.text_groups[self.current_page] ) == 0 or not self.text_groups[self.current_page][-1].absorb( item, self.char_margin, self.space_margin, self.line_margin, self. ignore_fontname):
#if len( self.text_groups[self.current_page] ) > 0:
# print( self.text_groups[self.current_page][-1].__dict__)
# print( item.__dict__ )
# exit()
self.text_groups[self.current_page].append( PDF_Text_Entry(item, self.current_page, self) )
#if len( self.text_groups[self.current_page] ) == 10:
# exit()
def findText_above( self, textEnt, tol = 0.5):
for t in self.text_groups[ textEnt.page_no]:
if t.bbox[1] < textEnt.bbox[3] and abs( textEnt.bbox[3] - t.bbox[1] ) < textEnt.size * tol and abs( textEnt.bbox[0] - t.bbox[0] ) < textEnt.size * tol and t != textEnt:
return t
def findText_below( self, t_ref, tol = 0.5):
for t in self.text_groups[ t_ref.page_no ]:
if t_ref.bbox[3] > t.bbox[3] and abs(t_ref.bbox[1] - t.bbox[3]) < t_ref.size * tol and abs( t_ref.bbox[0] - t.bbox[0] ) < t_ref.size * tol and t != t_ref:
return t
def findText_same_y( self, t_ref, tol = 0.5):
return sorted([ t for t in self.text_groups[ t_ref.page_no ]
if abs( t_ref.bbox[1] - t.bbox[1] ) < t_ref.size * tol
], key=lambda i: i.bbox[0])
def findText_right_of( self, t_ref, tol = 0.5):
T = self.findText_same_y( t_ref, tol )
return [ t for t in T if t.bbox[0] > t_ref.bbox[0] ][0]
def filter( self, page=None, text=None, text__startswith=None, text__endswith=None, text__contains=None ):
if text == None and text__startswith==None and text__endswith==None and text__contains==None:
raise ValueError, "No searching criterea specified"
if not page:
page = self.current_page
return [ t for t in self.text_groups[page]
if ( text == None or t.text == text) and \
( text__startswith==None or t.text.startswith(text__startswith) ) and \
( text__endswith==None or t.text.endswith(text__endswith) ) and \
( text__contains==None or text__contains in t.text )
]
def get( self, *args, **kwargs):
R = self.filter( *args, **kwargs )
if len(R) == 0:
raise PDF_text_get_Error, "no matches for %s (%s)" % ( str(args), str(kwargs))
if len(R) > 1:
raise PDF_text_get_Error, "multiple matches returned for %s (%s)" % ( str(args), str(kwargs) )
return R[0]
def record_LTRect( self, item ):
if not self.record_rects:
return
if not self.rects.has_key( self.current_page ):
self.rects[self.current_page] = []
item.area = item.width * item.height
self.rects[self.current_page].append(item)
#print( item )
#item.__dict__ {'linewidth': 0, 'height': 1.4400000000000546, 'width': 1.4399999999999977, 'bbox': (30.96, 816.6, 32.4, 818.0400000000001), 'y1': 818.0400000000001, 'y0': 816.6, 'x0': 30.96, 'x1': 32.4, 'pts': [(30.96, 816.6), (32.4, 816.6), (32.4, 818.0400000000001), (30.96, 818.0400000000001)]}
def record_LTLine( self, item ):
if not self.record_lines:
return
raise NotImplemented
def to_svg( self, path ):
assert len( self.text_groups) == 1 #1 page
width = max( t.bbox[2] for t in self.text_groups[self.current_page] ) + 50
height = max( t.bbox[3] for t in self.text_groups[self.current_page] ) + 50
f = open( path, 'w')
f.write( '''<svg width="%f" height="%f" >
<rect width="%f" height="%f" style="fill:white" />
\n %s \n</svg>''' % ( width, height, width, height, '\n '.join( t.svg(height) for t in self.text_groups[self.current_page]) ) )
f.close()
def bbox_add( bb1, bb2):
return (
min( bb1[0], bb2[0] ),
min( bb1[1], bb2[1] ),
max( bb1[2], bb2[2] ),
max( bb1[3], bb2[3] ),
)
class PDF_Text_Entry:
def __init__( self, ltChar, page_no, PDF_text_with_locations_instance):
self.PDF_text_with_locations_instance = PDF_text_with_locations_instance
self.font = ltChar.fontname
self.size = ltChar.size
self.bbox = ltChar.bbox
self.text = ltChar.get_text()
self.page_no = page_no
#print( ltChar.__dict__ )
#exit()
def absorb( self, ltChar, char_margin, space_margin, line_margin, ignore_fontname ):
if abs(self.size - ltChar.size) > 0.01 or ( not ignore_fontname and self.font != ltChar.fontname):
return False
#print( abs(self.bbox[1] - ltChar.bbox[1] ) , self.size * line_margin )
if abs(self.bbox[1] - ltChar.bbox[1] ) < self.size * line_margin:
#print(abs(self.bbox[2] - ltChar.bbox[0]), self.size * char_margin)
if abs(self.bbox[2] - ltChar.bbox[0]) < self.size * char_margin:
self.text += ltChar.get_text()
self.bbox = bbox_add( self.bbox, ltChar.bbox )
return True
elif abs(self.bbox[2] - ltChar.bbox[0]) < self.size * (char_margin + space_margin):
self.text += ' ' + ltChar.get_text()
self.bbox = bbox_add( self.bbox, ltChar.bbox )
return True
return False
def textblock_below( self, tol = 0.5):
return self.PDF_text_with_locations_instance.findText_below( self, tol )
def textblock_above( self, tol = 0.5):
return self.PDF_text_with_locations_instance.findText_above( self, tol )
def textblocks_same_y( self, tol = 0.5):
return self.PDF_text_with_locations_instance.findText_same_y( self, tol)
def textblock_right(self, tol = 0.5):
return self.PDF_text_with_locations_instance.findText_right_of( self, tol )
def svg( self, page_height ):
return '<text x="%f" y="%f" size="%f">%s</text>' % ( self.bbox[0], page_height-self.bbox[1], self.size, self.text.encode('utf8') )
def __lt__( self, b, tol = 0.1 ):
"x0 and y0 in page bottom left"
if self.page_no != b.page_no:
return self.page_no < b.page_no
if abs( self.bbox[1] - b.bbox[1]) > tol:
return self.bbox[1] > b.bbox[1]
return self.bbox[0] < b.bbox[0]
def __repr__( self ):
return '<PDF_Text_Entry "%s" at %3.3f %3.3f (%s %2.1f)>' % (self.text.encode('utf8'), self.bbox[0], self.bbox[1], self.font, self.size )
def parse_rect_table( pdf, page_no, x, y, table_spans_pages_with = True, tol=2, log=lambda txt:None ):
assert isinstance( pdf, PDF_text_with_locations )
assert pdf.record_rects
if not table_spans_pages_with:
raise NotImplemented
v_lines = []
h_lines = []
h_line_start = None
for r in pdf.rects[page_no]:
#print r.__dict__
#print( 'rect: width %3.1f, height %3.1f, area %2.1f' % (r.width, r.height, r.area ))
if r.width > 6 * r.height:
assert r.x0 < r.x1
assert r.y0 < r.y1
h_lines.append(r)
#print( r.x0 < x, x < r.x1, r.y0 > y )
if r.x0 < x and x < r.x1 and r.y0 > y:
if h_line_start == None or abs(r.y0 - y) < abs(h_line_start.y0 - y):
h_line_start = r
elif r.height > 6 * r.width:
assert r.x0 < r.x1
assert r.y0 < r.y1
v_lines.append(r)
#log( 'h_lines %s' % h_lines )
#log( 'v_lines %s' % v_lines )
#log( h_line_start )
HL = [ r for r in h_lines if r.y0 == h_line_start.y0 ]
table_X = sorted([r.x0 for r in HL]) + [max(r.x1 for r in HL)]
log( 'len(HL) %i, x_min %4.2f, x_max %4.2f' % (len(HL), min(table_X), max(table_X) ) )
table_X_search = sorted( table_X, key= lambda x_v: abs(x_v-x)) #start search for v_line, with candiates, closest left to x given preference
for x_v in table_X_search:
M = [ r for r in v_lines if abs(r.x0 - x_v) < tol and ( abs( r.y0 - h_line_start.y0 ) < tol or abs( r.y1 - h_line_start.y0 ) < tol ) ]
log( 'searching for table v_line connected to HL: %s %i' % (x_v, len(M) ) )
if len(M) == 1: #then 1 v_line attached to vertex [x_v, h_line_start.y0 ]
break
assert len(M) == 1, "Unable to find vertical line which intersects horizontal line: len(M) != 1, len(M) = %i" % len(M)
v_line_start = M[0]
#print( v_line_start )
VL_candidates = [ r for r in v_lines if abs(r.x0 - x_v) < tol ]
#print( VL_candidates )
VL = [ v_line_start ]
def line_walk( add, append ):
found = False
for r in VL_candidates:
if add(r):
found = True
if append:
VL.append(r)
else:
VL.insert(0,r)
break
if found:
line_walk( add, append )
line_walk( lambda r: abs(r.y1 - VL[0].y0) < tol, append=False )
line_walk( lambda r: abs(r.y0 - VL[-1].y1) < tol, append=True )
#print( len(VL) )
table_Y = sorted([r.y0 for r in VL]) + [max(r.y1 for r in VL)]
log('table_X: %s' % ', '.join( '%i'%v for v in table_X) )
log('table_Y: %s' % ', '.join( '%i'%v for v in table_Y))
n_col = len( table_X ) - 1
n_row = len( table_Y ) - 1
T = [ [ [] for col in range( n_col ) ] for row in range(n_row) ]
for t in pdf.text_groups[page_no]:
col = sum( t.bbox[0] > c_x for c_x in table_X ) -1
row = sum( t.bbox[1] > r_y for r_y in table_Y ) -1
if -1 < col and col < n_col and -1 < row and row < n_row :
T[row][col].append( t )
T.reverse() #y flip
log('Result:')
table_contents = []
for row in range(n_row):
table_contents.append([])
for col in range(n_col):
text = ' '.join( t.text.strip() for t in sorted( T[row][col] ) )
table_contents[-1].append(text)
log( table_contents[-1] )
return table_contents