637 lines
23 KiB
Python
Executable File
637 lines
23 KiB
Python
Executable File
# 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 statistics import mode
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from .translation.script_detector import script_cat
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from .translation.script_writing import default_script
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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 MNF.settings import BasePath
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basePath = BasePath()
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#google
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#os.environ["GOOGLE_APPLICATION_CREDENTIALS"]=rf"{basePath}/conversion/My First Project-2573112d5326.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= rf"{basePath}/conversion/translation/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(rf"{basePath}/conversion/translation/file1.txt",'w', encoding="utf8", errors='ignore')
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c=0
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flag=False
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print("Slugline")
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for line in doc11.split("\n"):
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line=line.strip()
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print("line 427:",line)
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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()) or re.match(pat, line.strip())) and not (line.strip().startswith(('INTERCUT', 'INTERMISSION', 'INTERVAL'))):
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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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print("line 96: else loop", line)
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#line = line.strip()
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if flag:
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print("line 99: if loop:", line)
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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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print("line empty or just have newline", line)
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continue
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if dialog_coming:
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print("line 101 probable dialog or PC: ", line)
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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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print(" line 207: else of PCs", line)
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dialog_coming=False
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print(" line 457 dialog over")
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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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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())):
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print("line 111: May be speaker: ", line)
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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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print("470 probably action or something else so just write it", line)
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f1.write(line)
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f1.write('\n')
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f1.close()
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print("line 132 file closed")
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filename1=rf"{basePath}/conversion/translation/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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print("line 136: ",text)
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filename=rf"{basePath}/conversion/translation/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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print("line 163:Refined",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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print(" \n Line 222 probable dialogue list", 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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print("Speaker 228", speaker)
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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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print(" length dia\n", len(dia))
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if not (len(dia)==0 and parenthetical=="NONE"):
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print(" len dia != and Parenthetical == NONE: 384 ")
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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("line 259",mydic)
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#print("mydic 260", speaker, mydic[speaker])
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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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print("dialogue: ",dialogues)
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return s,actionline,parenthetical_lis,speakers,dialogues
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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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# predecessor_scene_no_dict = {
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# 'Scene '+str(i+1): 0 for i in range(total_scenes)}
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# dia_count = {'Scene '+str(i+1): 0 for i in range(total_scenes)}
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# successor_scene_no_dict = {
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# 'Scene '+str(i+1): 0 for i in range(total_scenes)}
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# parenthetical_count_dict = {
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# 'Scene '+str(i+1): 0 for i in range(total_scenes)}
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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())) and not (line.strip().startswith(('INTERCUT', 'INTERVAL', 'INTERMISSION')))):
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# # if re.match(patttern,line):
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# # current_scene=line.split(" ")[0]
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# # current_scene=current_scene[:1]
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# # current_scene=int(current_scene)
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# # successor_scene_no=min(int(current_scene)+2,total_scenes)
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# # predecessor_scene_no=max(int(current_scene),-1)
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# # else:
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# successor_scene_no = min(scene_no+3, total_scenes)
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# predecessor_scene_no = max(scene_no+1, 0)
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# if scene_no > 0:
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# parenthetical_count_dict['Scene '+str(scene_no+1)] = pc
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# pc = 0
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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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# predecessor_scene_no_dict['Scene ' +
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# str(scene_no+1)] = predecessor_scene_no
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# successor_scene_no_dict['Scene ' +
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# str(scene_no+1)] = successor_scene_no
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# successor_scene_no_dict['Scene '+str(1)] = 2
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# scene.append(line)
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# slugline_dic[scene_no] = line.split(
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# "\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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# print(" \n Line 363 probable dialogue list", lis)
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# word = lis[0]
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# extendedSpeaker = ""
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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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# speakerline = word.split('(')
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# # speaker = word.split('(')[0].strip()
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# speaker = speakerline[0].strip()
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# print("Speaker 378", speaker)
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# extendedSpeaker = word.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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# print(" length dia\n", len(dia))
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# if not (len(dia) == 0 and parenthetical == "NONE"):
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# print(" len dia != and Parenthetical == NONE: 384 ")
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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,
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# scene_no, dia, len(dia), prev, next, extendedSpeaker]
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# print("mydic 398", speaker, mydic[speaker])
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# dia_count['Scene '+str(scene_no)] += 1
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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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# parenthetical_count_dict['Scene '+str(scene_no)] = pc
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# speakers = list(set(speakers))
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# scenes = scenes[1:]
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# print("Scenes:", scenes)
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# # for removing '\n' from action lines
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# # return scenes also if '\n' required and modify practice_with_db also
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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 scenes,actionline,parenthetical_lis,speakers,dialogues
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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):
|
||
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)
|
||
|
||
|