533 lines
19 KiB
Python
533 lines
19 KiB
Python
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from google.cloud import translate_v2 as Translate
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from google.cloud import translate
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from MNF.settings import BasePath
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from narration.vectorcode.code.functions import ScriptBreakdown
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from .translation.script_writing import default_script
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from .translation.script_detector import script_cat
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from statistics import mode
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from collections import Counter
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from docx.enum.table import WD_TABLE_ALIGNMENT, WD_ALIGN_VERTICAL
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from docx.enum.text import WD_ALIGN_PARAGRAPH
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from docx.shared import Inches, Cm, Pt
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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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doc = docx.Document()
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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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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:',
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'JUMP TO:', 'CUT BACK TO:', 'INTERCUT WITH:', 'I/C WITH:', 'BACK TO:', 'INTERVAL']
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reserved_words = ['MONTAGE', 'PBS', 'FADE',
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'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",
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# '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(
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# "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(
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# 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,
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# 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 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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print("line 316:dialogue_language", dialogue_language)
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print(non_dial_src_lang)
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dict1 = dict(Counter(dialogue_language))
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print("line 319:dict1", dict1)
|
|||
|
|
sorted_values = sorted(dict1.values(), reverse=True) # Sort the values
|
|||
|
|
print("line 321:sorted_values:", sorted_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())
|
|||
|
|
print("line 328: sources: ", sources)
|
|||
|
|
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:
|
|||
|
|
if A == non_dial_src_lang:
|
|||
|
|
B = 0
|
|||
|
|
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):
|
|||
|
|
word_lang_with_actionline = "False"
|
|||
|
|
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 = ScriptBreakdown().getRefined(filename1)
|
|||
|
|
sluglines, without_slug = ScriptBreakdown().getSlugAndNonSlug(refined)
|
|||
|
|
characters = ScriptBreakdown().getSpeakers(without_slug)
|
|||
|
|
scenes, actionline, parenthetical_lis, speakers, dialogues = ScriptBreakdown().getScenes(
|
|||
|
|
refined, total_scenes, characters)
|
|||
|
|
print("line 405:scenes: ", scenes)
|
|||
|
|
|
|||
|
|
language_of_all_dialogues = []
|
|||
|
|
script_of_all_dialogues = []
|
|||
|
|
count = 0
|
|||
|
|
length = len(scenes)
|
|||
|
|
if(length > 10):
|
|||
|
|
length = 10
|
|||
|
|
for scene in tqdm(scenes[:length]):
|
|||
|
|
|
|||
|
|
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])
|
|||
|
|
print("dial_src_lang:line 430:", dial_src_lang)
|
|||
|
|
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)
|
|||
|
|
|
|||
|
|
one_step_process = "Yes" if dial_src_script == default_script[A] else "Can_not_say"
|
|||
|
|
print("one_step_process", one_step_process)
|
|||
|
|
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"
|
|||
|
|
dial_src_lang = A
|
|||
|
|
return [non_dial_src_lang, dial_src_lang, dial_src_script, non_dial_src_script, UI_option3, UI_option4, "Yes", "Yes"]
|
|||
|
|
|
|||
|
|
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, one_step_process, UI_option3, UI_option4, UI_option5, UI_option6]
|
|||
|
|
|
|||
|
|
# filename1 = sys.argv[1]
|
|||
|
|
# getInputs(filename1)
|