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https://huggingface.co/spaces/codeninja3d/minigpt-multi/resolve/main/unit_parser.py
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4.2 kB
| # unit_parser_fixed.py | |
| import re | |
| from typing import Optional | |
| # ============================= | |
| # Currency / money patterns | |
| # ============================= | |
| CURRENCY_PREFIX = r"[$£€₹¥₩₦]|A\$|C\$|CHF|د\.إ" | |
| MONEY_RE = re.compile( | |
| rf"(?P<prefix>{CURRENCY_PREFIX})?\s*(?P<val>\d+(?:,\d{{3}})*(?:\.\d{{1,2}})?)\s*(?P<word>(?:[a-zA-Z]+(?:\s[a-zA-Z]+)?)s?)?", | |
| re.IGNORECASE, | |
| ) | |
| # ============================= | |
| # Unit / group price patterns | |
| # ============================= | |
| UNIT_LIKE_RE = re.compile( | |
| r"(?P<q1>\d+)\s+(?P<item>[\w\s]+?)\s+(?:is|are|cost|costs|priced at|=)\s+" | |
| r"(?P<cost>\d+(?:,\d{3})*(?:\.\d+)?(?:\s*\w+)?)" | |
| r"[,\.]?\s*(?:how much|what\s*'?s|price|cost).*?(?P<q2>\d+)\s+(?P=item)\b", | |
| re.IGNORECASE, | |
| ) | |
| GROUP_LIKE_RE = re.compile( | |
| r"(?P<q1>\d+)\s+(?P<item>\w+?s?)\s+for\s+(?P<cost>.+?)\b[,\.]?\s*(?:how much|what\s*'?s|price|cost).*?(?P<q2>\d+)\s+(?P=item)\b", | |
| re.IGNORECASE, | |
| ) | |
| ADD_RE = re.compile(r"^\s*([\d+\s=\?]+)\s*$") | |
| NUM_RE = re.compile(r"\d+") | |
| # ============================= | |
| # Helpers | |
| # ============================= | |
| def money(v: float) -> str: | |
| return str(int(round(v))) if abs(v - round(v)) < 1e-9 else f"{v:.2f}" | |
| def parse_money_str(s: str) -> str: | |
| m = MONEY_RE.search(s) | |
| if not m: | |
| return s.strip() | |
| prefix = (m.group('prefix') or '').strip() | |
| val = float((m.group('val') or '').replace(',', '')) | |
| word = (m.group('word') or '').strip() | |
| if prefix: | |
| return f"{prefix}{money(val)}" | |
| if word: | |
| if word.lower().endswith('s') and abs(val-1.0) < 1e-9: | |
| word = word[:-1] | |
| return f"{money(val)} {word}" | |
| return money(val) | |
| # ============================= | |
| # Canonicalizers | |
| # ============================= | |
| def canonicalize_nl(text: str) -> Optional[str]: | |
| t = text.strip() | |
| m = UNIT_LIKE_RE.search(t) | |
| if m: | |
| q1 = int(m.group('q1')); item = m.group('item').rstrip('.') | |
| cost = parse_money_str(m.group('cost')) | |
| q2 = int(m.group('q2')) | |
| return f"q: {q1} {item} cost {cost}. how much is {q2} {item}? a:" | |
| m = GROUP_LIKE_RE.search(t) | |
| if m: | |
| q1 = int(m.group('q1')); item = m.group('item').rstrip('.') | |
| cost = parse_money_str(m.group('cost')) | |
| q2 = int(m.group('q2')) | |
| return f"q: {q1} {item} for {cost}, what's the price for {q2} {item}? a:" | |
| return None | |
| def is_addition_query(text: str) -> bool: | |
| t = text.strip() | |
| if not ADD_RE.match(t): | |
| return False | |
| return ('+' in t) and (len(NUM_RE.findall(t)) >= 2) | |
| def canonicalize_addition(text: str) -> str: | |
| nums = [int(x) for x in NUM_RE.findall(text)] | |
| return " + ".join(str(n) for n in nums) | |
| def sum_addends(text: str) -> int: | |
| return sum(int(x) for x in NUM_RE.findall(text)) | |
| # ============================= | |
| # Deterministic solver | |
| # ============================= | |
| _NUMBER_TOKEN_RE = re.compile(r"\d+(?:,\d{3})*(?:\.\d+)?") | |
| def try_solve_unit_like(text: str) -> Optional[str]: | |
| m = UNIT_LIKE_RE.search(text) | |
| if not m: | |
| return None | |
| q1 = int(m.group('q1')) | |
| q2 = int(m.group('q2')) | |
| item = (m.group('item') or '').strip().rstrip('.') | |
| cost_raw = (m.group('cost') or '').strip() | |
| nums = _NUMBER_TOKEN_RE.findall(cost_raw) | |
| if not nums: | |
| return None | |
| token = max(nums, key=lambda s: len(s.replace(',', ''))) | |
| cost_val = float(token.replace(',', '')) | |
| if q1 == 0: | |
| return "final answer: undefined" | |
| unit = cost_val / q1 | |
| total = unit * q2 | |
| mcur = MONEY_RE.search(cost_raw) | |
| prefix = (mcur.group('prefix') or '').strip() if mcur else '' | |
| word = (mcur.group('word') or '').strip() if mcur else '' | |
| def _fmt(v: float) -> str: | |
| s = money(v) | |
| if prefix: | |
| return f"{prefix}{s}" | |
| if word: | |
| sing = word[:-1] if word.lower().endswith('s') and abs(v-1.0) < 1e-9 else word | |
| return f"{s} {sing}" | |
| return s | |
| base_item = item[:-1] if item.lower().endswith('s') else item | |
| return ( | |
| f"step 1: find unit price: {_fmt(cost_val)} / {q1} = {_fmt(unit)} per {base_item}. " | |
| f"step 2: multiply by {q2}: {_fmt(unit)} × {q2} = {_fmt(total)}. " | |
| f"final answer: {_fmt(total)}" | |
| ) | |