454 lines
14 KiB
Python
454 lines
14 KiB
Python
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# import textract
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from tqdm import tqdm
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import sys
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import re
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import docx
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import os
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doc = docx.Document()
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from docx.shared import Inches, Cm, Pt
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from docx.enum.text import WD_ALIGN_PARAGRAPH
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from docx.enum.table import WD_TABLE_ALIGNMENT, WD_ALIGN_VERTICAL
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from collections import Counter
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from script_detector import script_cat
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#google
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#os.environ["GOOGLE_APPLICATION_CREDENTIALS"]="gifted-mountain-318504-0a5f94cda0c8.json"
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os.environ["GOOGLE_APPLICATION_CREDENTIALS"] = rf"{basePath}/conversion/gifted-mountain-318504-4f001d5f08db.json"
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from google.cloud import translate
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from google.cloud import translate_v2 as Translate
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translate_client = Translate.Client()
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client = translate.TranslationServiceClient()
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project_id = 'authentic-bongo-272808'
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location = "global"
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parent = f"projects/{project_id}/locations/{location}"
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slug_pattern= r'[\d]*[.]?[\s]*[IE][NX]T'
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pat = r'[\d]*[\s]*[IE]/[IE][.]?'
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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']
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reserved_words = ['MONTAGE','PBS','FADE','FADE','TITLE','SPLIT', 'SCREEN','CUT']
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style = doc.styles['Normal']
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font = style.font
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font.name = 'Courier New'
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font.size = Pt(12)
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def breaksen(s):
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l =[]
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#if len(s.split())<=256:
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if len(s.split())<=256:
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l.append(s)
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else:
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n = len(s.split())
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for i in range(n//32 + 1):
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l.append(" ".join(s.split()[32*i:32*(i+1)]))
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return l
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def getRefined(filename1):
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#print("get_refined_called")
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total_scenes = 0
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text = textract.process(filename1, encoding="utf8", errors='ignore')
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filename="file.txt"
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f=open(filename, 'wb')
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f.write(text)
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f.close()
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dialog_coming=False
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f=open(filename, 'r', encoding="utf8", errors='ignore')
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doc11=f.read()
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f.close()
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f1=open("file1.txt",'w', encoding="utf8", errors='ignore')
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c=0
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flag=False
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for line in doc11.split("\n"):
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if (line.strip().startswith(('INT.','INT ')) or \
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line.strip().startswith(('I/E','E/I')) or \
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line.strip().startswith(('EXT.','EXT ')) or \
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line.strip().startswith('EXT/INT') or \
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line.strip().startswith('INT/EXT') or \
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re.match(slug_pattern,line.strip())):
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flag=True
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f1.write(line)
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f1.write('\n')
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continue
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else:
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line = line.strip()
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if flag:
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if line.strip()=='\n':
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continue
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if dialog_coming and (line=='\n' or line.strip()==""):
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continue
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if dialog_coming:
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f1.write(line)
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f1.write('\n')
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if re.match(r"\(.*\)",line):
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continue
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else:
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dialog_coming=False
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continue
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continue
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if line.isupper() and re.fullmatch(r"([A-Z'’]+[\s]*[-]*)*([#]*[\s]*[1-9])*(\(.*\))*",line.strip()):
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f1.write(line)
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f1.write('\n')
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dialog_coming=True
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continue
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if not line=='\n':
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f1.write(line)
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f1.write('\n')
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f1.close()
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filename1="file1.txt"
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#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
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text = textract.process(filename1, encoding="utf8", errors='ignore')
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filename="file.txt"
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_, file_extension = os.path.splitext(filename1)
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f=open(filename, 'wb')
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f.write(text)
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f.close()
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with open(filename, "r") as input:
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input_ = input.read().split('\n\n')
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refined=[]
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for line in input_:
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refined.append(line.strip())
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refined=list(filter(lambda a: a != "", refined))
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#print("processing the script")
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for i in range(len(refined)):
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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())):
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total_scenes = total_scenes + 1
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continue
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refined=refined[i:]
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break
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# refined.append(line.strip())
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refined=list(filter(lambda a: a != "", refined))
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return refined,total_scenes
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def getSlugAndNonSlug(refined):
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sluglines=[]
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without_slug=[]
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for para in refined:
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para=para.strip()
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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()):
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sluglines.append(para)
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continue
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without_slug.append(para)
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return sluglines,without_slug
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def getSpeakers(without_slug):
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characters=[]
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for para in without_slug:
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lis=para.split('\n')
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i=0
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for item in lis:
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i=i+1
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i=min(i,len(lis)-2)
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if item.isupper() and not(lis[i+1].strip()==""):
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if re.match(r"[A-Z'’]+[\s]*[-]*[A-Z'’]*([#]*[\s]*[1-9])*(\(.*\))*",item):
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tem = item.split("(")[0].strip()
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characters.append(tem.strip())
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else:
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continue
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characters=list(set(characters))
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characters=list(filter(lambda x: len(x) >0,characters))
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characters = [character for character in characters if set(character.split(" ")).intersection(reserved_words) == set()]
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return characters
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def getScenes(refined,total_scenes,characters):
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# To find scenes data structure and prev and next scenes numbers
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i=0
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scene=[]
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dialogues=[]
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speakers=[]
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slugline_dic={}
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prev_dial_speaker=""
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next_dial_speaker=""
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pc=0
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scene_no=0
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actionline=[]
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successor_scene_no=0
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predecessor_scene_no=0
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parenthetical_lis=[]
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scenes=[]
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speaker=""
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parenthetical='NONE'
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patttern=r'[\d]*[.]?[\s]*[IE][NX]T'
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for line in refined:
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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()):
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scenes.append(scene)
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scene=[]
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i=0
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scene_no+=1
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scene.append(line)
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slugline_dic[scene_no]=line.split("\n")[0].strip('0123456789.- ')
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else:
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lis=line.split("\n")
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lis=[l.strip() for l in lis]
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word=lis[0]
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if word.split('(')[0].strip() in characters:
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mydic={}
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prev_dial_speaker=speaker
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speaker=word.split('(')[0].strip()
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if len(lis)>1 and re.match(r"\(.*\)",lis[1]):
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pc=pc+1
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parenthetical=lis[1]
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parenthetical=parenthetical.replace("\n","")
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dia=' '.join(lis[2:])
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dia=dia.replace("\n","")
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##renu
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dia=dia.replace("\"", '')
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else:
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dia=''.join(lis[1:])
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dia=dia.replace("\n","")
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dia=dia.replace("\"", '')
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if not (len(dia)==0 and parenthetical=="NONE"):
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if i-1 >= 0:
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try:
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prev=main_lis[scene_no-1][i-1]
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except:
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prev=""
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else:
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prev=""
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try:
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next=main_lis[scene_no-1][i+1]
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except:
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next=""
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#prev is previous speaker and next is next speaker of the dialogue
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mydic[speaker]=[parenthetical,scene_no,dia,len(dia),prev,next]
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# print(mydic)
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prev,next="",""
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i=i+1
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speakers.append(speaker)
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parenthetical_lis.append(parenthetical)
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dialogues.append(mydic)
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scene.append(mydic)
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parenthetical="NONE"
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else:
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line=line.replace("\n"," ")
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line=' '.join(line.split())
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if line.strip() in transitions:
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scene.append({'Transition':line.strip()})
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continue
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actionline.append(line)
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scene.append(line.strip())
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scenes.append(scene)
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speakers=list(set(speakers))
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scenes=scenes[1:]
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s = []
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for scene in scenes:
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s1=[]
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for ele in scene:
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if type(ele) == type(""):
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s1.extend(ele.split("\n"))
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else:
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s1.append(ele)
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s.append(s1)
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return s,actionline,parenthetical_lis,speakers,dialogues
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filename1 = sys.argv[1]
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#print(filename1)
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refined,total_scenes = getRefined(filename1)
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#print(refined)
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sluglines,without_slug = getSlugAndNonSlug(refined)
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characters = getSpeakers(without_slug)
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scenes,actionline,parenthetical_lis,speakers,dialogues = getScenes(refined,total_scenes,characters)
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#print(scenes)
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def language_detector(text):
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result = translate_client.translate(text, target_language='hi')
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det_lang = result["detectedSourceLanguage"]
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return det_lang
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def script_det(text):
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punctuations = '''!()-[]{};:'"\,<>./?@#$%^&*_~'''
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no_punct = ""
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for char in text:
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if char not in punctuations:
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no_punct = char
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break
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script = script_cat(no_punct)[0]
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return script
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'''
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A. Language of Highest number of full dialogues,
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B. Numbers of dialogues in action line language,
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C. Number of dialogues in other languages)
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'''
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def A_B_C(dialogue_language, non_dial_src_lang):
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dict1 = dict(Counter(dialogue_language))
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sorted_values = sorted(dict1.values(), reverse=True) # Sort the values
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sorted_dict = {}
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for i in sorted_values:
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for k in dict1.keys():
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if dict1[k] == i:
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sorted_dict[k] = dict1[k]
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sources = list(sorted_dict.keys())
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A = sources[0]
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if len(sources)!=1:
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B = sorted_values[sources.index(non_dial_src_lang)]
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C = sum(sorted_values[2:])
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else:
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B=0
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C=0
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return A, B, C
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#print(scenes)
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dialogue_language = []
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count =0
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for scene in tqdm(scenes[:]):
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#print("scene")
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for i,line in enumerate(scene):
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if i == 0:
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continue
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if type(line)==type(""):
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#print("here")
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if count==0:
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#print(line)
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non_dial_src_lang = language_detector(line)
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count+=1
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#print("non_dial_src_lang", non_dial_src_lang)
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else:
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#print("line", line)
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[speaker] = line.keys()
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#print([speaker])
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if speaker == 'Transition':
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continue
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#print("dial", line[speaker][2])
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dial_src_lang = language_detector(line[speaker][2])
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dialogue_language.append(dial_src_lang)
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#dial_src_script = script_det(line[speaker][2])
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# print("non_dial_src_lang", non_dial_src_lang)
|
|||
|
|
# print("dial_src_lang", dialogue_language)
|
|||
|
|
|
|||
|
|
|
|||
|
|
#print(len(dialogue_language))
|
|||
|
|
#print(Counter(dialogue_language))
|
|||
|
|
|
|||
|
|
A, B, C = A_B_C(dialogue_language, non_dial_src_lang)
|
|||
|
|
# print("A = {} B = {} C = {}".format(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):
|
|||
|
|
|
|||
|
|
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):
|
|||
|
|
|
|||
|
|
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
|
|||
|
|
|
|||
|
|
word_lang_with_actionline = word_with_actionline(scenes)
|
|||
|
|
#print(word_lang_with_actionline)
|
|||
|
|
|
|||
|
|
word_lang_with_other = word_with_other(scenes)
|
|||
|
|
#print(word_lang_with_other)
|
|||
|
|
|
|||
|
|
|
|||
|
|
####
|
|||
|
|
print("actionline_lanuge", non_dial_src_lang)
|
|||
|
|
#print("A = {} B = {} C = {}".format(A, B, C))
|
|||
|
|
print("dial_language", A)
|
|||
|
|
|
|||
|
|
if B>0:
|
|||
|
|
print("UI option3 - yes" )
|
|||
|
|
else:
|
|||
|
|
print("UI option3 - no" )
|
|||
|
|
|
|||
|
|
if C>0:
|
|||
|
|
print("UI option4 - yes" )
|
|||
|
|
else:
|
|||
|
|
print("UI option4 - no" )
|
|||
|
|
|
|||
|
|
if word_lang_with_actionline=="True":
|
|||
|
|
print("UI option5 - Yes")
|
|||
|
|
else:
|
|||
|
|
print("UI_option5 - NO")
|
|||
|
|
|
|||
|
|
if word_lang_with_other=="True":
|
|||
|
|
print("UI option6 - Yes")
|
|||
|
|
else:
|
|||
|
|
print("UI option6 - No")
|
|||
|
|
|
|||
|
|
|
|||
|
|
|
|||
|
|
|
|||
|
|
|
|||
|
|
|
|||
|
|
|