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TataTables.py
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TataTables.py
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# import pdfplumber
import fitz
# doc = fitz.Document(r"E:\NewDownloads\DemoDownloads\tata policy\202203090157872_05062022104117.pdf")
# pno = 3
# page = doc.load_page(pno)
# table_title = "Registration"
# search1 = page.search_for(table_title)
# scedule_premium=page.search_for('SCHEDULE OF PREMIUM')
#print(page.get_text("blocks"))
def make_text(words):
"""Return textstring output of get_text("words").
Word items are sorted for reading sequence left to right,
top to bottom.
"""
line_dict = {} # key: vertical coordinate, value: list of words
words.sort(key=lambda w: w[0]) # sort by horizontal coordinate
for w in words: # fill the line dictionary
y1 = round(w[3], 1) # bottom of a word: don't be too picky!
word = w[4] # the text of the word
line = line_dict.get(y1, []) # read current line content
line.append(word) # append new word
line_dict[y1] = line # write back to dict
lines = list(line_dict.items())
lines.sort() # sort vertically
return "\n".join([" ".join(line[1]) for line in lines])
def get_text_iters(box,page):
registration_num = None
x0 = box.x0
x1 = box.x1
y0 = box.y0
y1 = box.y1
stop = False
old_text = 'Registration'
txt_1 = ""
got_once = False
i = 0
found_full = False
while not stop:
txt_1 = page.get_textbox([0, y0, x1, y1 + i])
clean_text = " ".join(txt_1.replace(u"\xa0", u" ").split()).replace('Registration', '').strip()
#print(clean_text)
if len(clean_text) != 0:
got_once = True
if clean_text == 'No.' or clean_text == "Number":
stop = True
found_full=True
#print(clean_text)
else:
stop = True
found_full=False
# else:
# if got_once:
# stop = True
if i>50:
stop=True
i += 1
#print(i)
finally_found=False
if not found_full:
stop= False
j=0
while not stop:
txt_1 = page.get_textbox([0, y0, x1+j, y1+i-2])
clean_text = " ".join(txt_1.replace(u"\xa0", u" ").split()).replace('Registration', '').strip()
#print(clean_text)
if len(clean_text) != 0:
got_once = True
if clean_text == 'No.' or clean_text == "Number":
stop = True
finally_found=True
#print(clean_text)
if j>30:
stop=True
j+=1
if not finally_found:
None,None,None
x_0 =box.x0-5
y_0 = box.y0 - (i/2.0)
if found_full:
x_1 = box.x1 + 5
y_1 = box.y1 + i
else:
x_1 = box.x1 + j
y_1 = y1+i-2
stop = False
txt_1 = page.get_textbox([x_0, y_0, x_1, y_1])
original_text = " ".join(txt_1.replace(u"\xa0", u" ").split())
#print('Original Text',original_text)
i=0
k=0
old_clean_text=""
found_reg = False
while not stop:
txt_1 = page.get_textbox([x_0-10, y_0, x_1, y_1+i])
clean_text = " ".join(txt_1.replace(u"\xa0", u" ").replace(u"\xad", u"").split()).replace(original_text, '').strip()
# print(clean_text)
# print('Reg Num',clean_text)
# print(old_clean_text == clean_text)
if len(clean_text) != 0:
if old_clean_text == clean_text:
k += 1
else:
k=0
if k>8:
stop = True
found_reg=True
# registration_num = clean_text.strip()
old_clean_text = clean_text
i+=1
if i>70:
stop=True
# print('Reg Num', found_reg)
if found_reg:
# registration_num = clean_text.strip()
# print('Reg Num', registration_num)
words = page.get_text("words")
mywords = [w for w in words if fitz.Rect(w[:4]).intersects(fitz.Rect(x_0-10, y_0, x_1, y_1+i))]
regnum = " ".join(make_text(mywords).replace(u"\xa0", u" ").split())
# print('Reg Num', regnum.replace('Registration','').replace('No.','').replace('Number',''))
registration_num = regnum.replace('Registration','').replace('No.','').replace('Number','').strip()
# print(txt_1)
# txt_1 = page.get_textbox([x_1, y_0, x_1 + (x_1-x_0), y_1+i],)
# new_make = " ".join(txt_1.replace(u"\xa0", u" ").split())
# print("Make Text ", new_make.replace('&',"").lower().replace('make/','').replace('model/','').replace('make','').replace('model','').replace('type','').replace('body',''))
# for i in range(1, 10):
# page.get_textbox([0, y0, x1, y1 + 5 * i])
words = page.get_text("words")
mywords = [w for w in words if fitz.Rect(w[:4]).intersects(fitz.Rect(x_1, y_0, x_1 + (x_1-x_0), y_1+i))]
make_model = " ".join(make_text(mywords).replace(u"\xa0", u" ").split())
words_to_replace = ['make /','make/','model /','model/','&','make','type','body',u'\xad']
for w in words_to_replace:
make_model=make_model.lower().replace(w,'')
#print(make_model)
make_list = make_model.split('/')
non_emptylist= []
for itm in make_list:
if len(itm.strip())!=0:
non_emptylist.append(itm.strip())
if len(non_emptylist)>1:
make = non_emptylist[0]
model = non_emptylist[1]
else:
make = model = make_model
return registration_num, make,model
def get_registration(page, header,footer, make_model_stat):
#table_title = "Registration"
search1 = page.search_for(header)
# scedule_premium = page.search_for('SCHEDULE OF PREMIUM')
scedule_premium = page.search_for(footer)
second_filter = page.search_for('State code')
reg_num=None
for s1 in search1:
#print(s1)
if second_filter[0].y1 < s1.y1 < scedule_premium[0].y1:
if page.get_textbox([0, s1.y0, s1.x1, s1.y1]).strip() != page.get_textbox(s1).strip():
print("Not Eligible")
else:
print("Eligible")
# print(page.get_textbox(s1))
reg_num,mk,mdl = get_text_iters(s1,page)
if reg_num is not None:
if make_model_stat is not None:
return reg_num, make_model_stat[0],make_model_stat[1]
else:
return reg_num,mk,mdl
if make_model_stat is not None:
return None, make_model_stat[0], make_model_stat[1]
else:
return None, None, None
# print(page.get_textbox(s1))
# print(get_registration(page,'Registration','SCHEDULE OF PREMIUM',None))