Datasets:
Sub-tasks:
language-modeling
Languages:
Persian
Multilinguality:
monolingual
Size Categories:
10B<n<100B
Tags:
License:
| import sys | |
| import re | |
| char_map = { | |
| # Arabic Letter Hamza | |
| # "\u": "\u0621", | |
| # Arabic Letter Alef with Hamza Above | |
| "\uFE83": "\u0623", | |
| "\uFE84": "\u0623", | |
| # Arabic Letter Yeh with Hamza Above | |
| "\uFE89": "\u0626", | |
| "\uFE8A": "\u0626", | |
| "\uFE8B": "\u0626", | |
| "\uFE8C": "\u0626", | |
| # Arabic Letter Waw with Hamza Above | |
| "\uFE85": "\u0624", | |
| "\uFE86": "\u0624", | |
| "\u0676": "\u0624", | |
| # Arabic Letter Alef with Madda Above | |
| "\uFE81": "\u0622", # Arabic letter Alef final form | |
| "\uFE82": "\u0622", # Arabic letter Alef isolated form | |
| # Alef | |
| "\uFB50": "\u0627", # Arabic letter Alef wasla | |
| "\uFE87": "\u0627", | |
| "\u0675": "\u0627", | |
| "\u0625": "\u0627", | |
| "\uFE8D": "\u0627", | |
| "\uFE8E": "\u0627", | |
| "\u1EE00": "\u0627", | |
| "\u1EE80": "\u0627", | |
| # Beh | |
| "\uFE8F": "\u0628", | |
| "\uFE90": "\u0628", | |
| "\uFE91": "\u0628", | |
| "\uFE92": "\u0628", | |
| "\u1EE01": "\u0628", | |
| "\u1EE21": "\u0628", | |
| "\u1EE61": "\u0628", | |
| "\u1EE81": "\u0628", | |
| "\u1EEA1": "\u0628", | |
| # Pe | |
| "\uFB56": "\u067E", | |
| "\uFB57": "\u067E", | |
| "\uFB58": "\u067E", | |
| "\uFB59": "\u067E", | |
| # Teh | |
| "\uFE95": "\u062A", | |
| "\uFE96": "\u062A", | |
| "\uFE97": "\u062A", | |
| "\uFE98": "\u062A", | |
| "\u1EE15": "\u062A", | |
| "\u1EE35": "\u062A", | |
| "\u1EE75": "\u062A", | |
| "\u1EE95": "\u062A", | |
| "\u1EEB5": "\u062A", | |
| # Theh | |
| "\uFE99": "\u062B", | |
| "\uFE9A": "\u062B", | |
| "\uFE9B": "\u062B", | |
| "\uFE9C": "\u062B", | |
| "\u1EE16": "\u062B", | |
| "\u1EE36": "\u062B", | |
| "\u1EE76": "\u062B", | |
| "\u1EE96": "\u062B", | |
| "\u1EEB6": "\u062B", | |
| # Jim | |
| "\uFE9D": "\u062C", | |
| "\uFE9E": "\u062C", | |
| "\uFE9F": "\u062C", | |
| "\uFEA0": "\u062C", | |
| "\u1EE02": "\u062C", | |
| "\u1EE22": "\u062C", | |
| "\u1EE42": "\u062C", | |
| "\u1EE62": "\u062C", | |
| "\u1EE82": "\u062C", | |
| "\u1EEA2": "\u062C", | |
| # Cheh | |
| "\uFB7A": "\u0686", | |
| "\uFB7B": "\u0686", | |
| "\uFB7C": "\u0686", | |
| "\uFB7D": "\u0686", | |
| # Hah | |
| "\uFEA1": "\u062D", | |
| "\uFEA2": "\u062D", | |
| "\uFEA3": "\u062D", | |
| "\uFEA4": "\u062D", | |
| "\u1EE07": "\u062D", | |
| "\u1EE27": "\u062D", | |
| "\u1EE47": "\u062D", | |
| "\u1EE67": "\u062D", | |
| "\u1EE87": "\u062D", | |
| "\u1EEA7": "\u062D", | |
| # Khah | |
| "\uFEA5": "\u062E", | |
| "\uFEA6": "\u062E", | |
| "\uFEA7": "\u062E", | |
| "\uFEA8": "\u062E", | |
| "\u1EE17": "\u062E", | |
| "\u1EE37": "\u062E", | |
| "\u1EE57": "\u062E", | |
| "\u1EE77": "\u062E", | |
| "\u1EE97": "\u062E", | |
| "\u1EEB7": "\u062E", | |
| # Dal | |
| "\uFEA9": "\u062F", | |
| "\uFEAA": "\u062F", | |
| "\u1EE03": "\u062F", | |
| "\u1EE83": "\u062F", | |
| "\u1EEA3": "\u062F", | |
| # Zal | |
| "\uFEAB": "\u0630", | |
| "\uFEAC": "\u0630", | |
| "\u1EE18": "\u0630", | |
| "\u1EE98": "\u0630", | |
| "\u1EEB8": "\u0630", | |
| # Reh | |
| "\uFEAE": "\u0631", # Arabic letter Reh isolated form | |
| "\uFEAD": "\u0631", # Arabic letter Reh final form | |
| "\u0692": "\u0631", | |
| "\u1EE13": "\u0631", | |
| "\u1EE93": "\u0631", | |
| "\u1EEB3": "\u0631", | |
| # Ze | |
| "\uFEAF": "\u0632", # | |
| "\uFEB0": "\u0632", # | |
| "\u1EE06": "\u0632", # | |
| "\u1EE86": "\u0632", # | |
| "\u1EEA6": "\u0632", # | |
| # Jhe | |
| "\uFB8A": "\u0698", | |
| "\uFB8B": "\u0698", | |
| # Seen | |
| "\uFEB1": "\u0633", # | |
| "\uFEB2": "\u0633", # | |
| "\uFEB3": "\u0633", # | |
| "\uFEB4": "\u0633", # | |
| "\u1EE0E": "\u0633", # | |
| "\u1EE2E": "\u0633", # | |
| "\u1EE4E": "\u0633", # | |
| "\u1EE6E": "\u0633", # | |
| "\u1EE8E": "\u0633", # | |
| "\u1EEAE": "\u0633", # | |
| # Sheen | |
| "\uFEB5": "\u0634", # | |
| "\uFEB6": "\u0634", # | |
| "\uFEB7": "\u0634", # | |
| "\uFEB8": "\u0634", # | |
| "\u1EE14": "\u0634", # | |
| "\u1EE34": "\u0634", # | |
| "\u1EE54": "\u0634", # | |
| "\u1EE74": "\u0634", # | |
| "\u1EE94": "\u0634", # | |
| "\u1EEB4": "\u0634", # | |
| # Sad | |
| "\uFEB9": "\u0635", # | |
| "\uFEBA": "\u0635", # | |
| "\uFEBB": "\u0635", # | |
| "\uFEBC": "\u0635", # | |
| "\u1EE11": "\u0635", # | |
| "\u1EE31": "\u0635", # | |
| "\u1EE51": "\u0635", # | |
| "\u1EE71": "\u0635", # | |
| "\u1EE91": "\u0635", # | |
| "\u1EEB1": "\u0635", # | |
| # Zad | |
| "\uFEBD": "\u0636", # | |
| "\uFEBE": "\u0636", # | |
| "\uFEBF": "\u0636", # | |
| "\uFEC0": "\u0636", # | |
| "\u1EE19": "\u0636", # | |
| "\u1EE39": "\u0636", # | |
| "\u1EE59": "\u0636", # | |
| "\u1EE79": "\u0636", # | |
| "\u1EE99": "\u0636", # | |
| "\u1EEB9": "\u0636", # | |
| # Ta | |
| "\uFEC1": "\u0637", # | |
| "\uFEC2": "\u0637", # | |
| "\uFEC3": "\u0637", # | |
| "\uFEC4": "\u0637", # | |
| "\u1EE08": "\u0637", # | |
| "\u1EE68": "\u0637", # | |
| "\u1EE88": "\u0637", # | |
| "\u1EEA8": "\u0637", # | |
| # Za | |
| "\uFEC5": "\u0638", # | |
| "\uFEC6": "\u0638", # | |
| "\uFEC7": "\u0638", # | |
| "\uFEC8": "\u0638", # | |
| "\u1EE1A": "\u0638", # | |
| "\u1EE7A": "\u0638", # | |
| "\u1EE9A": "\u0638", # | |
| "\u1EEBA": "\u0638", # | |
| # Ain | |
| "\uFEC9": "\u0639", # | |
| "\uFECA": "\u0639", # | |
| "\uFECB": "\u0639", # | |
| "\uFECC": "\u0639", # | |
| "\u1EE0F": "\u0639", # | |
| "\u1EE2F": "\u0639", # | |
| "\u1EE4F": "\u0639", # | |
| "\u1EE6F": "\u0639", # | |
| "\u1EE8F": "\u0639", # | |
| "\u1EEAF": "\u0639", # | |
| # Ghain | |
| "\uFECD": "\u063A", # | |
| "\uFECE": "\u063A", # | |
| "\uFECF": "\u063A", # | |
| "\uFED0": "\u063A", # | |
| "\u1EE1B": "\u063A", # | |
| "\u1EE3B": "\u063A", # | |
| "\u1EE5B": "\u063A", # | |
| "\u1EE7B": "\u063A", # | |
| "\u1EE9B": "\u063A", # | |
| "\u1EEBB": "\u063A", # | |
| # Fa | |
| "\uFED1": "\u0641", # | |
| "\uFED2": "\u0641", # | |
| "\uFED3": "\u0641", # | |
| "\uFED4": "\u0641", # | |
| "\u1EE10": "\u0641", # | |
| "\u1EE30": "\u0641", # | |
| "\u1EE70": "\u0641", # | |
| "\u1EE90": "\u0641", # | |
| "\u1EEB0": "\u0641", # | |
| # Qaf | |
| "\uFED5": "\u0642", # | |
| "\uFED6": "\u0642", # | |
| "\uFED7": "\u0642", # | |
| "\uFED8": "\u0642", # | |
| "\u1EE12": "\u0642", # | |
| "\u1EE32": "\u0642", # | |
| "\u1EE52": "\u0642", # | |
| "\u1EE72": "\u0642", # | |
| "\u1EE92": "\u0642", # | |
| "\u1EEB2": "\u0642", # | |
| # Kaf | |
| "\uFB8E": "\u06A9", # Arabic letter Kaf isolated form | |
| "\uFB8F": "\u06A9", # Arabic letter Kaf final form | |
| "\uFB90": "\u06A9", # Arabic letter Kaf initial form | |
| "\uFB91": "\u06A9", # Arabic letter Kaf medial form | |
| "\uFCC8": "\u06A9", # Arabic ligature Dal with Alef final form | |
| "\u0643": "\u06A9", | |
| "\uFED9": "\u06A9", | |
| "\uFEDA": "\u06A9", # Arabic Letter Kaf Final Form | |
| "\uFEDB": "\u06A9", # | |
| "\uFEDC": "\u06A9", # | |
| "\u1EE0A": "\u06A9", # | |
| "\u1EE2A": "\u06A9", # | |
| "\u1EE6A": "\u06A9", # | |
| # Gaf | |
| "\uFB92": "\u06AF", # Arabic letter Gaf isolated form | |
| "\uFB93": "\u06AF", # Arabic letter Gaf final form | |
| "\uFB94": "\u06AF", # Arabic letter Gaf initial form | |
| "\uFB95": "\u06AF", # Arabic letter Gaf medial form | |
| # Lam | |
| "\uFCC9": "\u0644", # Arabic Ligature Lam with Jeem Initial Form | |
| "\uFEDD": "\u0644", # Arabic Letter Lam Isolated Form | |
| "\uFEDE": "\u0644", # Arabic Letter Lam Final Form | |
| "\uFEDF": "\u0644", # Arabic Letter Lam Initial Form | |
| "\uFEE0": "\u0644", # Arabic Letter Lam Medial Form | |
| "\u1EE0B": "\u0644", # Arabic Mathematical Lam | |
| "\u1EE2B": "\u0644", # Arabic Mathematical Initial Lam | |
| "\u1EE4B": "\u0644", # Arabic Mathematical Tailed Lam | |
| "\u1EE8B": "\u0644", # Arabic Mathematical Looped Lam | |
| "\u1EEAB": "\u0644", # Arabic Mathematical Double-Struck Lam | |
| # Mim | |
| "\uFEE1": "\u0645", # Arabic Letter Meem Isolated Form | |
| "\uFEE2": "\u0645", # Arabic Letter Meem Final Form | |
| "\uFEE3": "\u0645", # Arabic Letter Meem Initial Form | |
| "\uFEE4": "\u0645", # Arabic Letter Meem Medial Form | |
| "\u1EE0C": "\u0645", # Arabic Mathematical Meem | |
| "\u1EE2C": "\u0645", # Arabic Mathematical Initial Meem | |
| "\u1EE6C": "\u0645", # Arabic Mathematical Stretched Meem | |
| "\u1EE8C": "\u0645", # Arabic Mathematical Looped Meem | |
| "\u1EEAC": "\u0645", # Arabic Mathematical Double-Struck Meem | |
| # Nun | |
| "\uFEE5": "\u0646", # Arabic Letter Noon Isolated Form | |
| "\uFEE6": "\u0646", # Arabic Letter Noon Final Form | |
| "\uFEE7": "\u0646", # Arabic Letter Noon Initial Form | |
| "\uFEE8": "\u0646", # Arabic Letter Noon Medial Form | |
| "\u1EE0D": "\u0646", # Arabic Mathematical Noon | |
| "\u1EE2D": "\u0646", # Arabic Mathematical Initial Noon | |
| "\u1EE4D": "\u0646", # Arabic Mathematical Tailed Noon | |
| "\u1EE6D": "\u0646", # Arabic Mathematical Stretched Noon | |
| "\u1EE8D": "\u0646", # Arabic Mathematical Looped Noon | |
| "\u1EEAD": "\u0646", # Arabic Mathematical Double-Struck Noon | |
| # Vav | |
| "\u0677": "\u0648", # Arabic letter Mid hamza on waw | |
| "\uFEED": "\u0648", # Arabic Letter Waw Isolated Form | |
| "\uFEEE": "\u0648", # Arabic Letter Waw Final Form | |
| "\u06C6": "\u0648", # Arabic Letter Oe | |
| "\u06C7": "\u0648", # Arabic Letter U | |
| # He | |
| "\u06C0": "\u0647", # Arabic letter Heh with yeh above | |
| "\u0629": "\u0647", # Arabic Letter Teh Marbuta | |
| "\u06BE": "\u0647", # Arabic Letter Heh Doachashmee | |
| "\uFE93": "\u0647", # Arabic Letter Teh Marbuta Isolated Form | |
| "\u06D5": "\u0647", # Arabic Letter Ae | |
| "\uFEE9": "\u0647", # Arabic Letter Heh Isolated Form | |
| "\uFEEA": "\u0647", # Arabic Letter Heh Final Form | |
| "\uFEEB": "\u0647", # Arabic Letter Heh Initial Form | |
| "\uFEEC": "\u0647", # Arabic Letter Heh Medial Form | |
| "\u1EE24": "\u0647", # Arabic Mathematical Initial Heh | |
| "\u1EE64": "\u0647", # Arabic Mathematical Stretched Heh | |
| "\u1EE84": "\u0647", # Arabic Mathematical Looped Heh | |
| # Yeh | |
| "\u06D0": "\u06CC", # Arabic letter Yeh with dot below | |
| "\uFEEF": "\u06CC", # Arabic Letter Alef Maksura Isolated Form | |
| "\uFEF3": "\u06CC", # Arabic Letter Yeh Initial Form | |
| "\uFEF4": "\u06CC", # Arabic Letter Yeh Medial Form | |
| "\u064A": "\u06CC", # Arabic Letter Yeh | |
| "\uFEF1": "\u06CC", # Arabic Letter Yeh Isolated Form | |
| "\u06CE": "\u06CC", # Arabic Letter Yeh with Small V | |
| "\uFBFD": "\u06CC", # Arabic Letter Farsi Yeh Final Form | |
| "\uFBFC": "\u06CC", # Arabic Letter Farsi Yeh Isolated Form | |
| "\uFBFE": "\u06CC", # Arabic Letter Farsi Yeh Initial Form | |
| "\uFBFF": "\u06CC", # Arabic Letter Farsi Yeh Medial Form | |
| "\uFEF0": "\u06CC", # Arabic letter Lam final form | |
| "\uFEF2": "\u06CC", # Arabic letter Lam medial form | |
| "\u063D": "\u06CC", | |
| "\u063E": "\u06CC", | |
| "\u063F": "\u06CC", | |
| "\u06D2": "\u06CC", # Arabic Letter Yeh Barree | |
| "\u064E": "", | |
| "\u064B": "", | |
| "\u064F": "", | |
| "\u064C": "", | |
| "\u0650": "", | |
| "\u064D": "", | |
| "\u0652": "", | |
| "\u0651": "", | |
| "\u0654": "", | |
| "0": "۰", | |
| "1": "۱", | |
| "2": "۲", | |
| "3": "۳", | |
| "4": "۴", | |
| "5": "۵", | |
| "6": "۶", | |
| "7": "۷", | |
| "8": "۸", | |
| "9": "۹", | |
| "٠": "۰", | |
| "١": "۱", | |
| "٢": "۲", | |
| "٣": "۳", | |
| "٤": "۴", | |
| "٥": "۵", | |
| "٦": "۶", | |
| "٧": "۷", | |
| "٨": "۸", | |
| "٩": "۹", | |
| "٬": "،", | |
| ",": "،", | |
| ";": "؛", | |
| "?": "؟", | |
| "\\": " ", | |
| "…": " غیره ", | |
| "%": " درصد ", | |
| "\u200e": " ",# LEFT-TO-RIGHT | |
| "\u200f": " ",# RIGHT-TO-LEFT | |
| "\u202a": " ",# LEFT-TO-RIGHT EMBEDDING | |
| "\u202b": " ",# RIGHT-TO-LEFT EMBEDDING | |
| "\u2066": " ",# LEFT-TO-RIGHT ISOLATE | |
| "\u2067": " ",# RIGHT-TO-LEFT ISOLATE | |
| "\u2069": " ",# POP DIRECTIONAL ISOLATE | |
| "\ufdef": " ",# Non-standard | |
| "\u00B7": ".",# MIDDLE DOT | |
| "\u2022": " ",# BULLET POINT | |
| "'": " ", | |
| "“": " ", | |
| "”": " ", | |
| "\u00ad": " ", | |
| "\u005f": " ", | |
| "\u002b": " ", | |
| "\u200b": " ", | |
| # © | |
| "\u00a9": " ", | |
| "\u2014": " ",# Em Dash | |
| "\u2019": " ",# Right Single Quotation Mark | |
| "\uFE0F": "",# Variation Selector-16 (VS16) | |
| "\u007C": " ",# Vertical Line | |
| } | |
| patterns = { | |
| "SPLIT_.": re.compile("(?<![۰-۹])\\.|\\.(?![۰-۹])"), | |
| "SPLIT_!": re.compile("!"), | |
| "SPLIT_؟": re.compile("؟"), | |
| "ELIMINATE": re.compile("[\\(\\):'\"\\[\\]–ـ«»\\-><]"), | |
| "COMMA": re.compile("\u060c"), | |
| "TOO_MANY_SPACES": re.compile("\\s+"), | |
| "NEG_FARSI_CHARS": re.compile(".*[^\u060c\u061b\u061f\u0622\u0623\u0624\u0626\u0627" | |
| "\u0628\u062a\u062b\u062c\u062d\u062e\u062f\u0630\u0631" | |
| "\u0632\u0633\u0634\u0635\u0636\u0637\u0638\u0639\u063a" | |
| "\u0641\u0642\u0644\u0645\u0646\u0647\u0648\u067e\u0686" | |
| "\u0698\u06a9\u06af\u06cc\u06f0\u06f1\u06f2\u06f3\u06f4" | |
| "\u06f5\u06f6\u06f7\u06f8\u06f9\\s\u200c\\.\\!].*"), | |
| "NO_SPACE_BEFORE": re.compile("\\s(?=[\\.!؟،])"), | |
| } | |
| def split_into_sentences(paragraph): | |
| def flat_map(f, xs): | |
| ys = [] | |
| for x in xs: | |
| ys.extend(f(x)) | |
| return ys | |
| def split_strip_append(string, regex_name, ending): | |
| sentences = [s.strip() for s in | |
| patterns[regex_name].split(string)] | |
| sentences = [f"{s}{ending}" if i != len(sentences) - 1 else s | |
| for i, s in enumerate(sentences) if len(s) > 0] | |
| return sentences | |
| sentences = split_strip_append(paragraph, "SPLIT_.", ".") | |
| sentences = flat_map(lambda s: split_strip_append(s, "SPLIT_!", "!"), | |
| sentences) | |
| sentences = flat_map(lambda s: split_strip_append(s, "SPLIT_؟", "؟"), | |
| sentences) | |
| if len(sentences) > 0 and sentences[-1][-1] not in [".", "!", "؟"]: | |
| sentences[-1] = f"{sentences[-1]}." | |
| return sentences | |
| def map_to_persian(char): | |
| if char in char_map: | |
| return char_map[char] | |
| else: | |
| return char | |
| def more_alphabet_than_non(string): | |
| farsi_characters_count = 0 | |
| farsi_characters = "\u0622\u0623\u0624\u0626\u0627\u0628\u062a\u062b\u062c" \ | |
| "\u062d\u062e\u062f\u0630\u0631\u0632\u0633\u0634\u0635" \ | |
| "\u0636\u0637\u0638\u0639\u063a\u0641\u0642\u0644\u0645" \ | |
| "\u0646\u0647\u0648\u067e\u0686\u0698\u06a9\u06af\u06cc " | |
| for char in string: | |
| if char in farsi_characters: | |
| farsi_characters_count += 1 | |
| return len(string)-farsi_characters_count < farsi_characters_count | |
| doc_id = sys.argv[1] | |
| char_count = {} | |
| s_counter = 1 | |
| for paragraph in sys.stdin: | |
| # Corner cases | |
| paragraph = " غیره ".join(paragraph.split("...")) | |
| paragraph = ". ".join(paragraph.split("<br>")) | |
| paragraph = ". ".join(paragraph.split("<br/>")) | |
| paragraph = ". ".join(paragraph.split("<br />")) | |
| # Uniform all the Farsi characters | |
| paragraph = "".join(map_to_persian(char) for char in paragraph) | |
| # Split the text into sentences | |
| for sentence in split_into_sentences(paragraph): | |
| # Remove the remaining punctuation | |
| sentence = patterns["ELIMINATE"].sub(" ", sentence) | |
| # Making sure there's a space after each comma | |
| sentence = patterns["COMMA"].sub("، ", sentence) | |
| # Multiple spaces into one | |
| sentence = patterns["TOO_MANY_SPACES"].sub(" ", sentence) | |
| # Strip the leading and the trailing white spaces | |
| sentence = sentence.strip() | |
| # Remove the spaces before punctuations | |
| sentence = patterns["NO_SPACE_BEFORE"].sub("", sentence) | |
| # Consider only the sentences with more than 1 characters left in them | |
| # And those chars should be composed of just Farsi alphabets and digits | |
| # And finally, there should be more alphabet characters than none | |
| if len(sentence) > 1 and \ | |
| not bool(patterns["NEG_FARSI_CHARS"].match(sentence)) and \ | |
| more_alphabet_than_non(sentence): | |
| # Convert the sentences into vertical format (one word per line) | |
| words = "\n".join(sentence.split(" ")) | |
| # Enclose the vertical sentence by <doc></doc> | |
| print(f"<doc id=\"{doc_id}_{s_counter}\">\n{words}\n</doc>") | |
| s_counter += 1 | |