import sys

if "/service_account_records" not in list(sys.path):
    sys.path.append("/service_account_records")

import re

from difflib import get_close_matches
from configs import AccountConfig


def word_straighten(word, ref_list, threshold=0.8):
    matches = get_close_matches(word, ref_list, n=1, cutoff=threshold)
    return matches[0] if matches else word


def category_finder(text, output_template="{kategori} {numara}"):
    categories = AccountConfig.CATEGORIES
    result = {
        category: [] for category in categories
    }  # Sonuçları depolamak için bir sözlük
    for category, patterns in categories.items():
        words = re.split(r"\W+", text)
        straighten_words = [word_straighten(word, patterns) for word in words]
        straighten_text = " ".join(straighten_words)
        pattern = (
            r"(?:\b|\s|^)(?:"
            + "|".join(map(re.escape, patterns))
            + r")(?:\s*|:|\-|\#)*(\d+)(?:\b|$)"
        )
        if founds_list := re.findall(pattern, straighten_text, re.IGNORECASE):
            list_of_output = [
                output_template.format(kategori=category, numara=num)
                for num in founds_list
            ]
            result[category].extend(
                [i for i in list_of_output if str(i).replace(" ", "")]
            )
    return result