Conversion_Kitchen_Code/kitchen_counter/conversion/translation/detection4march.py

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2024-04-27 09:33:09 +00:00
# import textract
from tqdm import tqdm
import sys
import re
import docx
import os
doc = docx.Document()
from docx.shared import Inches, Cm, Pt
from docx.enum.text import WD_ALIGN_PARAGRAPH
from docx.enum.table import WD_TABLE_ALIGNMENT, WD_ALIGN_VERTICAL
from collections import Counter
from statistics import mode
from .translation.script_detector import script_cat
from .translation.script_writing import default_script
# import textract
from tqdm import tqdm
import sys
import re
import docx
import os
doc = docx.Document()
from docx.shared import Inches, Cm, Pt
from docx.enum.text import WD_ALIGN_PARAGRAPH
from docx.enum.table import WD_TABLE_ALIGNMENT, WD_ALIGN_VERTICAL
from MNF.settings import BasePath
basePath = BasePath()
#google
#os.environ["GOOGLE_APPLICATION_CREDENTIALS"]=rf"{basePath}/conversion/My First Project-2573112d5326.json"
os.environ["GOOGLE_APPLICATION_CREDENTIALS"] = rf"{basePath}/conversion/gifted-mountain-318504-4f001d5f08db.json"
from google.cloud import translate
from google.cloud import translate_v2 as Translate
translate_client = Translate.Client()
client = translate.TranslationServiceClient()
project_id = 'authentic-bongo-272808'
location = "global"
parent = f"projects/{project_id}/locations/{location}"
slug_pattern= r'[\d]*[.]?[\s]*[IE][NX]T'
pat = r'[\d]*[\s]*[IE]/[IE][.]?'
transitions = ['CUT TO:','FADE IN:','FADE OUT:','DISSOLVE TO:','JUMP CUT TO:','JUMP TO:','CUT BACK TO:','INTERCUT WITH:','I/C WITH:','BACK TO:', 'INTERVAL']
reserved_words = ['MONTAGE','PBS','FADE','FADE','TITLE','SPLIT', 'SCREEN','CUT']
style = doc.styles['Normal']
font = style.font
font.name = 'Courier New'
font.size = Pt(12)
def breaksen(s):
l =[]
#if len(s.split())<=256:
if len(s.split())<=256:
l.append(s)
else:
n = len(s.split())
for i in range(n//32 + 1):
l.append(" ".join(s.split()[32*i:32*(i+1)]))
return l
def getRefined(filename1):
print("get_refined_called")
total_scenes = 0
text = textract.process(filename1, encoding="utf8", errors='ignore')
filename= rf"{basePath}/conversion/translation/file.txt"
f=open(filename, 'wb')
f.write(text)
f.close()
dialog_coming=False
f=open(filename, 'r', encoding="utf8", errors='ignore')
doc11=f.read()
f.close()
f1=open(rf"{basePath}/conversion/translation/file1.txt",'w', encoding="utf8", errors='ignore')
c=0
flag=False
print("Slugline")
for line in doc11.split("\n"):
line=line.strip()
print("line 427:",line)
if (line.strip().startswith(('INT.','INT ')) or \
line.strip().startswith(('I/E','E/I')) or \
line.strip().startswith(('EXT.','EXT ')) or \
line.strip().startswith('EXT/INT') or \
line.strip().startswith('INT/EXT') or \
re.match(slug_pattern, line.strip()) or re.match(pat, line.strip())) and not (line.strip().startswith(('INTERCUT', 'INTERMISSION', 'INTERVAL'))):
flag=True
f1.write(line)
f1.write('\n')
continue
else:
print("line 96: else loop", line)
#line = line.strip()
if flag:
print("line 99: if loop:", line)
if line.strip()=='\n':
continue
if dialog_coming and (line=='\n' or line.strip()==""):
print("line empty or just have newline", line)
continue
if dialog_coming:
print("line 101 probable dialog or PC: ", line)
f1.write(line)
f1.write('\n')
if re.match(r"\(.*\)",line):
continue
else:
print(" line 207: else of PCs", line)
dialog_coming=False
print(" line 457 dialog over")
continue
continue
# if line.isupper() and re.fullmatch(r"([A-Z']*[.]*[\s]*[-]*)*([#]*[\s]*[1-9])*(\(.*\))*",line.strip()):
if line.isupper() and (re.fullmatch(r"([A-Z']+[\s]*[-]*)*([#]*[\s]*[1-9])*(\(.*\))*", line.strip()) or re.fullmatch(r"(MRS?|DR|ER|PHD|ESQ|HON|JR|MS|MESSRS|MMES|MSGR|PROF|REV|RT. HON|SR|ST)\. [A-Z]+",line.strip())):
print("line 111: May be speaker: ", line)
f1.write(line)
f1.write('\n')
dialog_coming=True
continue
if not line=='\n':
print("470 probably action or something else so just write it", line)
f1.write(line)
f1.write('\n')
f1.close()
print("line 132 file closed")
filename1=rf"{basePath}/conversion/translation/file1.txt"
#file.txt contains the data of file1.txt , no usage as of now may be change the mame of the file.txt to file1.txt
text = textract.process(filename1, encoding="utf8", errors='ignore')
print("line 136: ",text)
filename=rf"{basePath}/conversion/translation/file.txt"
_, file_extension = os.path.splitext(filename1)
f=open(filename, 'wb')
f.write(text)
f.close()
with open(filename, "r") as input:
input_ = input.read().split('\n\n')
refined=[]
for line in input_:
refined.append(line.strip())
refined=list(filter(lambda a: a != "", refined))
#print("processing the script")
for i in range(len(refined)):
if not (refined[i].strip().startswith(('INT.','INT ')) or refined[i].strip().startswith(('EXT.','EXT ')) or refined[i].strip().startswith('EXT/INT') or refined[i].strip().startswith('INT/EXT') or refined[i].strip().startswith(('I/E','E/I')) or re.match(slug_pattern,refined[i].strip()) or re.match(pat,refined[i].strip())):
total_scenes = total_scenes + 1
continue
refined=refined[i:]
break
# refined.append(line.strip())
refined=list(filter(lambda a: a != "", refined))
print("line 163:Refined",refined)
return refined,total_scenes
def getSlugAndNonSlug(refined):
sluglines=[]
without_slug=[]
for para in refined:
para=para.strip()
if para.strip().startswith(('INT.','INT')) or para.strip().startswith(('EXT.','EXT')) or para.strip().startswith('EXT/INT') or para.strip().startswith(('I/E','E/I')) or para.strip().startswith('INT/EXT') or re.match(slug_pattern,para.strip()) or re.match(pat,para.strip()):
sluglines.append(para)
continue
without_slug.append(para)
return sluglines,without_slug
def getSpeakers(without_slug):
characters=[]
for para in without_slug:
lis=para.split('\n')
i=0
for item in lis:
i=i+1
i=min(i,len(lis)-2)
if item.isupper() and not(lis[i+1].strip()==""):
if re.match(r"[A-Z']+[\s]*[-]*[A-Z']*([#]*[\s]*[1-9])*(\(.*\))*",item):
tem = item.split("(")[0].strip()
characters.append(tem.strip())
else:
continue
characters=list(set(characters))
characters=list(filter(lambda x: len(x) >0,characters))
characters = [character for character in characters if set(character.split(" ")).intersection(reserved_words) == set()]
return characters
def getScenes(refined,total_scenes,characters):
# To find scenes data structure and prev and next scenes numbers
i=0
scene=[]
dialogues=[]
speakers=[]
slugline_dic={}
prev_dial_speaker=""
next_dial_speaker=""
pc=0
scene_no=0
actionline=[]
successor_scene_no=0
predecessor_scene_no=0
parenthetical_lis=[]
scenes=[]
speaker=""
parenthetical='NONE'
patttern=r'[\d]*[.]?[\s]*[IE][NX]T'
for line in refined:
if line.strip().startswith(('INT.','INT')) or line.strip().startswith(('EXT.','EXT')) or line.strip().startswith('EXT/INT') or line.strip().startswith('INT/EXT') or line.strip().startswith(('I/E','E/I')) or re.match(slug_pattern,line.strip()) or re.match(pat,line.strip()):
scenes.append(scene)
scene=[]
i=0
scene_no+=1
scene.append(line)
slugline_dic[scene_no]=line.split("\n")[0].strip('0123456789.- ')
else:
lis=line.split("\n")
lis=[l.strip() for l in lis]
print(" \n Line 222 probable dialogue list", lis)
word=lis[0]
if word.split('(')[0].strip() in characters:
mydic={}
prev_dial_speaker=speaker
speaker=word.split('(')[0].strip()
print("Speaker 228", speaker)
if len(lis)>1 and re.match(r"\(.*\)",lis[1]):
pc=pc+1
parenthetical=lis[1]
parenthetical=parenthetical.replace("\n","")
dia=' '.join(lis[2:])
dia=dia.replace("\n","")
##renu
dia=dia.replace("\"", '')
else:
dia=''.join(lis[1:])
dia=dia.replace("\n","")
dia=dia.replace("\"", '')
print(" length dia\n", len(dia))
if not (len(dia)==0 and parenthetical=="NONE"):
print(" len dia != and Parenthetical == NONE: 384 ")
if i-1 >= 0:
try:
prev=main_lis[scene_no-1][i-1]
except:
prev=""
else:
prev=""
try:
next=main_lis[scene_no-1][i+1]
except:
next=""
#prev is previous speaker and next is next speaker of the dialogue
mydic[speaker]=[parenthetical,scene_no,dia,len(dia),prev,next]
print("line 259",mydic)
#print("mydic 260", speaker, mydic[speaker])
prev,next="",""
i=i+1
speakers.append(speaker)
parenthetical_lis.append(parenthetical)
dialogues.append(mydic)
scene.append(mydic)
parenthetical="NONE"
else:
line=line.replace("\n"," ")
line=' '.join(line.split())
if line.strip() in transitions:
scene.append({'Transition':line.strip()})
continue
actionline.append(line)
scene.append(line.strip())
scenes.append(scene)
speakers=list(set(speakers))
scenes=scenes[1:]
s = []
for scene in scenes:
s1=[]
for ele in scene:
if type(ele) == type(""):
s1.extend(ele.split("\n"))
else:
s1.append(ele)
s.append(s1)
print("dialogue: ",dialogues)
return s,actionline,parenthetical_lis,speakers,dialogues
# def getScenes(refined, total_scenes, characters):
# # To find scenes data structure and prev and next scenes numbers
# i = 0
# scene = []
# dialogues = []
# speakers = []
# slugline_dic = {}
# prev_dial_speaker = ""
# next_dial_speaker = ""
# pc = 0
# scene_no = 0
# actionline = []
# successor_scene_no = 0
# predecessor_scene_no = 0
# parenthetical_lis = []
# scenes = []
# speaker = ""
# parenthetical = 'NONE'
# predecessor_scene_no_dict = {
# 'Scene '+str(i+1): 0 for i in range(total_scenes)}
# dia_count = {'Scene '+str(i+1): 0 for i in range(total_scenes)}
# successor_scene_no_dict = {
# 'Scene '+str(i+1): 0 for i in range(total_scenes)}
# parenthetical_count_dict = {
# 'Scene '+str(i+1): 0 for i in range(total_scenes)}
# patttern = r'[\d]*[.]?[\s]*[IE][NX]T'
# for line in refined:
# if ((line.strip().startswith(('INT.', 'INT')) or line.strip().startswith(('EXT.', 'EXT')) or line.strip().startswith('EXT/INT') or line.strip().startswith('INT/EXT') or line.strip().startswith(('I/E', 'E/I')) or re.match(slug_pattern, line.strip()) or re.match(pat, line.strip())) and not (line.strip().startswith(('INTERCUT', 'INTERVAL', 'INTERMISSION')))):
# # if re.match(patttern,line):
# # current_scene=line.split(" ")[0]
# # current_scene=current_scene[:1]
# # current_scene=int(current_scene)
# # successor_scene_no=min(int(current_scene)+2,total_scenes)
# # predecessor_scene_no=max(int(current_scene),-1)
# # else:
# successor_scene_no = min(scene_no+3, total_scenes)
# predecessor_scene_no = max(scene_no+1, 0)
# if scene_no > 0:
# parenthetical_count_dict['Scene '+str(scene_no+1)] = pc
# pc = 0
# scenes.append(scene)
# scene = []
# i = 0
# scene_no += 1
# predecessor_scene_no_dict['Scene ' +
# str(scene_no+1)] = predecessor_scene_no
# successor_scene_no_dict['Scene ' +
# str(scene_no+1)] = successor_scene_no
# successor_scene_no_dict['Scene '+str(1)] = 2
# scene.append(line)
# slugline_dic[scene_no] = line.split(
# "\n")[0].strip('0123456789.- ')
# else:
# lis = line.split("\n")
# lis = [l.strip() for l in lis]
# print(" \n Line 363 probable dialogue list", lis)
# word = lis[0]
# extendedSpeaker = ""
# if word.split('(')[0].strip() in characters:
# mydic = {}
# prev_dial_speaker = speaker
# speakerline = word.split('(')
# # speaker = word.split('(')[0].strip()
# speaker = speakerline[0].strip()
# print("Speaker 378", speaker)
# extendedSpeaker = word.strip()
# if len(lis) > 1 and re.match(r"\(.*\)", lis[1]):
# pc = pc+1
# parenthetical = lis[1]
# parenthetical = parenthetical.replace("\n", "")
# dia = ' '.join(lis[2:])
# dia = dia.replace("\n", "")
# # renu
# # dia=dia.replace("\"", '')
# else:
# dia = ''.join(lis[1:])
# dia = dia.replace("\n", "")
# dia = dia.replace("\"", '')
# print(" length dia\n", len(dia))
# if not (len(dia) == 0 and parenthetical == "NONE"):
# print(" len dia != and Parenthetical == NONE: 384 ")
# if i-1 >= 0:
# try:
# prev = main_lis[scene_no-1][i-1]
# except:
# prev = ""
# else:
# prev = ""
# try:
# next = main_lis[scene_no-1][i+1]
# except:
# next = ""
# # prev is previous speaker and next is next speaker of the dialogue
# mydic[speaker] = [parenthetical,
# scene_no, dia, len(dia), prev, next, extendedSpeaker]
# print("mydic 398", speaker, mydic[speaker])
# dia_count['Scene '+str(scene_no)] += 1
# # print(mydic)
# prev, next = "", ""
# i = i+1
# speakers.append(speaker)
# parenthetical_lis.append(parenthetical)
# dialogues.append(mydic)
# scene.append(mydic)
# parenthetical = "NONE"
# else:
# line = line.replace("\n", " ")
# line = ' '.join(line.split())
# if line.strip() in transitions:
# scene.append({'Transition': line.strip()})
# continue
# actionline.append(line)
# scene.append(line.strip())
# scenes.append(scene)
# parenthetical_count_dict['Scene '+str(scene_no)] = pc
# speakers = list(set(speakers))
# scenes = scenes[1:]
# print("Scenes:", scenes)
# # for removing '\n' from action lines
# # return scenes also if '\n' required and modify practice_with_db also
# # s = []
# # for scene in scenes:
# # s1=[]
# # for ele in scene:
# # if type(ele) == type(""):
# # s1.extend(ele.split("\n"))
# # else:
# # s1.append(ele)
# # s.append(s1)
# return scenes,actionline,parenthetical_lis,speakers,dialogues
def language_detector(text):
result = translate_client.translate(text, target_language='hi')
det_lang = result["detectedSourceLanguage"]
return det_lang
def script_det(text):
punctuations = '''!()-[]{};:'"\,<>./?@#$%^&*_~'''
no_punct = ""
for char in text:
if char not in punctuations:
no_punct = char
break
script = script_cat(no_punct)[0]
return script
'''
A. Language of Highest number of full dialogues,
B. Numbers of dialogues in action line language,
C. Number of dialogues in other languages)
'''
def A_B_C(dialogue_language, non_dial_src_lang):
dict1 = dict(Counter(dialogue_language))
sorted_values = sorted(dict1.values(), reverse=True) # Sort the values
sorted_dict = {}
for i in sorted_values:
for k in dict1.keys():
if dict1[k] == i:
sorted_dict[k] = dict1[k]
sources = list(sorted_dict.keys())
A = sources[0]
if len(sources)==1:
B=0
C=0
elif non_dial_src_lang not in sources:
B=0
C = sum(sorted_values[1:])
else:
B = sorted_values[sources.index(non_dial_src_lang)]
C = sum(sorted_values[2:])
return A, B, C
def dial_each_word_lang1(non_dial_src_lang, dial):
for word in dial.split():
if language_detector(word)==non_dial_src_lang:
#print("word", word)
return "True"
return "False"
def dial_each_word_lang2(non_dial_src_lang, A, dial ):
for word in dial.split():
if (language_detector(word)!=non_dial_src_lang) or (language_detector(word)!=A):
#print("in 4")
#print("word", word)
return "True"
return "False"
def word_with_actionline(scenes, A, non_dial_src_lang):
if A==non_dial_src_lang:
return "False"
for scene in tqdm(scenes[:]):
for i,line in enumerate(scene):
if i == 0:
continue
if type(line)==type(""):
continue
else:
[speaker] = line.keys()
if speaker == 'Transition':
continue
dial_src_lang = language_detector(line[speaker][2])
if dial_src_lang==A:
word_lang_with_actionline = dial_each_word_lang1(non_dial_src_lang, line[speaker][2])
if word_lang_with_actionline == "True":
return word_lang_with_actionline
def word_with_other(scenes, A, non_dial_src_lang):
word_lang_with_other = "False"
for scene in tqdm(scenes[:]):
for i,line in enumerate(scene):
if i == 0:
continue
if type(line)==type(""):
continue
else:
[speaker] = line.keys()
if speaker == 'Transition':
continue
dial_src_lang = language_detector(line[speaker][2])
if dial_src_lang==A:
word_lang_with_other = dial_each_word_lang2(non_dial_src_lang, A, line[speaker][2])
if word_lang_with_other == "True":
return word_lang_with_other
def getInputs(filename1):
refined, total_scenes = getRefined(filename1)
sluglines, without_slug = getSlugAndNonSlug(refined)
characters = getSpeakers(without_slug)
scenes, actionline, parenthetical_lis, speakers,dialogues = getScenes(refined,total_scenes,characters)
print("line 405:scenes: ",scenes)
language_of_all_dialogues = []
script_of_all_dialogues = []
count =0
for scene in tqdm(scenes[:]):
for i,line in enumerate(scene):
if i == 0:
continue
if type(line)==type(""):
#print("here")
if count==0:
#print(line)
non_dial_src_lang = language_detector(line)
non_dial_src_script=script_det(line)
count+=1
#print("non_dial_src_lang", non_dial_src_lang)
else:
#print("line", line)
[speaker] = line.keys()
#print([speaker])
if speaker == 'Transition':
continue
#print("dial", line[speaker][2])
dial_src_lang = language_detector(line[speaker][2])
language_of_all_dialogues.append(dial_src_lang)
script_of_all_dialogues.append(script_det(line[speaker][2]))
# print(non_dial_src_lang)
# print(language_of_all_dialogues)
# print(script_of_all_dialogues)
A, B, C = A_B_C(language_of_all_dialogues, non_dial_src_lang)
dial_src_script = mode(script_of_all_dialogues)
word_lang_with_actionline = word_with_actionline(scenes, A, non_dial_src_lang)
#print(word_lang_with_actionline)
word_lang_with_other = word_with_other(scenes, A, non_dial_src_lang)
#print(word_lang_with_other)
print("actionline_lanuge", non_dial_src_lang)
non_dial_src_lang = non_dial_src_lang
print("A = {} B = {} C = {}".format(A, B, C))
print("dial_language", A)
dial_src_lang = A
print("dial_src_script", dial_src_script)
# print("Steps in the process:")
# print("")
if B>0:
print("UI option3 - yes" )
UI_option3 = "Yes"
else:
print("UI option3 - no" )
UI_option3 = "No"
if C>0:
print("UI option4 - yes" )
UI_option4 = "Yes"
else:
print("UI option4 - no" )
UI_option4 = "No"
if word_lang_with_actionline=="True":
print("UI option5 - Yes")
UI_option5 = "Yes"
else:
print("UI_option5 - NO")
UI_option5 = "No"
if word_lang_with_other=="True":
print("UI option6 - Yes")
UI_option6 = "Yes"
else:
print("UI option6 - No")
UI_option6 = "No"
return [non_dial_src_lang, dial_src_lang, dial_src_script,non_dial_src_script, UI_option3, UI_option4, UI_option5, UI_option6]
# filename1 = sys.argv[1]
# getInputs(filename1)