| |
| |
| |
| |
| """ |
| Convert number in words to a computable number value |
| |
| First version of the code adapted from Korakot Chaovavanich's notebook |
| https://colab.research.google.com/drive/148WNIeclf0kOU6QxKd6pcfwpSs8l-VKD#scrollTo=EuVDd0nNuI8Q |
| """ |
| import re |
| from typing import List |
|
|
| from pythainlp.corpus import thai_words |
| from pythainlp.tokenize import Tokenizer |
|
|
| _ptn_digits = r"(|หนึ่ง|เอ็ด|สอง|ยี่|สาม|สี่|ห้า|หก|เจ็ด|แปด|เก้า)" |
| _ptn_six_figures = ( |
| rf"({_ptn_digits}แสน)?({_ptn_digits}หมื่น)?({_ptn_digits}พัน)?" |
| rf"({_ptn_digits}ร้อย)?({_ptn_digits}สิบ)?{_ptn_digits}?" |
| ) |
| _ptn_thai_numerals = rf"(ลบ)?({_ptn_six_figures}ล้าน)*{_ptn_six_figures}" |
| _re_thai_numerals = re.compile(_ptn_thai_numerals) |
|
|
| _digits = { |
| |
| "หนึ่ง": 1, |
| "เอ็ด": 1, |
| "สอง": 2, |
| "ยี่": 2, |
| "สาม": 3, |
| "สี่": 4, |
| "ห้า": 5, |
| "หก": 6, |
| "เจ็ด": 7, |
| "แปด": 8, |
| "เก้า": 9, |
| } |
| _powers_of_10 = { |
| "สิบ": 10, |
| "ร้อย": 100, |
| "พัน": 1000, |
| "หมื่น": 10000, |
| "แสน": 100000, |
| |
| } |
| _valid_tokens = ( |
| set(_digits.keys()) | set(_powers_of_10.keys()) | {"ล้าน", "ลบ"} |
| ) |
| _tokenizer = Tokenizer(custom_dict=_valid_tokens) |
|
|
|
|
| def _check_is_thainum(word: str): |
| for j in list(_digits.keys()): |
| if j in word: |
| return (True, "num") |
| for j in ["สิบ", "ร้อย", "พัน", "หมื่น", "แสน", "ล้าน", "จุด", "ลบ"]: |
| if j in word: |
| return (True, "unit") |
| return (False, None) |
|
|
|
|
| _dict_words = [i for i in list(thai_words()) if not _check_is_thainum(i)[0]] |
| _dict_words += list(_digits.keys()) |
| _dict_words += ["สิบ", "ร้อย", "พัน", "หมื่น", "แสน", "ล้าน", "จุด"] |
|
|
| _tokenizer_thaiwords = Tokenizer(_dict_words) |
|
|
|
|
| def thaiword_to_num(word: str) -> int: |
| """ |
| Converts the spelled-out numerals in Thai scripts into an actual integer. |
| |
| :param str word: Spelled-out numerals in Thai scripts |
| :return: Corresponding integer value of the input |
| :rtype: int |
| |
| :Example: |
| :: |
| |
| from pythainlp.util import thaiword_to_num |
| |
| thaiword_to_num("ศูนย์") |
| # output: 0 |
| |
| thaiword_to_num("สองล้านสามแสนหกร้อยสิบสอง") |
| # output: 2300612 |
| |
| """ |
| if not isinstance(word, str): |
| raise TypeError(f"The input must be a string; given {word!r}") |
| if not word: |
| raise ValueError("The input string cannot be empty") |
| if word == "ศูนย์": |
| return 0 |
| if not _re_thai_numerals.fullmatch(word): |
| raise ValueError("The input string is not a valid Thai numeral") |
|
|
| tokens = _tokenizer.word_tokenize(word) |
| accumulated = 0 |
| next_digit = 1 |
|
|
| is_minus = False |
| if tokens[0] == "ลบ": |
| is_minus = True |
| tokens.pop(0) |
|
|
| for token in tokens: |
| if token in _digits: |
| next_digit = _digits[token] |
| elif token in _powers_of_10: |
| |
| accumulated += max(next_digit, 1) * _powers_of_10[token] |
| next_digit = 0 |
| else: |
| |
| accumulated = (accumulated + next_digit) * 1000000 |
| next_digit = 0 |
|
|
| |
| accumulated += next_digit |
|
|
| if is_minus: |
| accumulated = -accumulated |
|
|
| return accumulated |
|
|
|
|
| def _decimal_unit(words: list) -> float: |
| _num = 0.0 |
| for i, v in enumerate(words): |
| _num += int(thaiword_to_num(v)) / (10 ** (i + 1)) |
| return _num |
|
|
|
|
| def words_to_num(words: list) -> float: |
| """ |
| Thai Words to float |
| |
| :param str text: Thai words |
| :return: float of words |
| :rtype: float |
| |
| :Example: |
| :: |
| |
| from pythainlp.util import words_to_num |
| |
| words_to_num(["ห้า", "สิบ", "จุด", "เก้า", "ห้า"]) |
| # output: 50.95 |
| |
| """ |
| num = 0 |
| if "จุด" not in words: |
| num = thaiword_to_num("".join(words)) |
| else: |
| words_int = "".join(words[: words.index("จุด")]) |
| words_float = words[words.index("จุด") + 1 :] |
| num = thaiword_to_num(words_int) |
| if num <= -1: |
| num -= _decimal_unit(words_float) |
| else: |
| num += _decimal_unit(words_float) |
|
|
| return num |
|
|
|
|
| def text_to_num(text: str) -> List[str]: |
| """ |
| Thai text to list of Thai words with floating point numbers |
| |
| :param str text: Thai text with the spelled-out numerals |
| :return: list of Thai words with float values of the input |
| :rtype: List[str] |
| |
| :Example: |
| :: |
| |
| from pythainlp.util import text_to_num |
| |
| text_to_num("เก้าร้อยแปดสิบจุดเก้าห้าบาทนี่คือจำนวนทั้งหมด") |
| # output: ['980.95', 'บาท', 'นี่', 'คือ', 'จำนวน', 'ทั้งหมด'] |
| |
| text_to_num("สิบล้านสองหมื่นหนึ่งพันแปดร้อยแปดสิบเก้าบาท") |
| # output: ['10021889', 'บาท'] |
| |
| """ |
| _temp = _tokenizer_thaiwords.word_tokenize(text) |
| thainum = [] |
| last_index = -1 |
| list_word_new = [] |
| for i, word in enumerate(_temp): |
| if ( |
| _check_is_thainum(word)[0] |
| and last_index + 1 == i |
| and i + 1 == len(_temp) |
| ): |
| thainum.append(word) |
| list_word_new.append(str(words_to_num(thainum))) |
| elif _check_is_thainum(word)[0] and last_index + 1 == i: |
| thainum.append(word) |
| last_index = i |
| elif _check_is_thainum(word)[0]: |
| thainum.append(word) |
| last_index = i |
| elif ( |
| not _check_is_thainum(word)[0] |
| and last_index + 1 == i |
| and last_index != -1 |
| ): |
| list_word_new.append(str(words_to_num(thainum))) |
| thainum = [] |
| list_word_new.append(word) |
| else: |
| list_word_new.append(word) |
| last_index = -1 |
| return list_word_new |
|
|