mapping_template.py

from utils import clean_word

def generic_template(input_word, cleaned_word=None, similarity_score=None, confidence_score=None, similar_words=None, is_food=None, food_nonfood_score=None, dictionary_word=None, sr_legacy_food_category=None, wweia_category=None, dry_matter_content=None, water_content=None, leakage=None, specificity=None):
    if cleaned_word is None:
        cleaned_word = clean_word(input_word)

    return {
        'input_word': input_word, 
        'cleaned_word': cleaned_word,
        'similarity_score': similarity_score, 
        'confidence_score': confidence_score,
        'similar_words': similar_words,
        'is_food': is_food,
        'food_nonfood_score': food_nonfood_score,
        'dictionary_word': dictionary_word,
        'sr_legacy_food_category': sr_legacy_food_category,
        'wweia_category': wweia_category,
        'dry_matter_content': dry_matter_content,
        'water_content': water_content,
        'leakage': leakage,
        'specificity': specificity
    }

def empty_template(input_word, cleaned_word=None):
    if cleaned_word is None:
        cleaned_word = clean_word(input_word)

    return {
        'input_word': input_word, 
        'cleaned_word': cleaned_word,
        'similarity_score': None, 
        'confidence_score': None,
        'similar_words': None,
        'is_food': None,
        'food_nonfood_score': None,
        'dictionary_word': None,
        'sr_legacy_food_category': None,
        'wweia_category': None,
        'dry_matter_content': None,
        'water_content': None,
        'leakage': None,
        'specificity': None
    }

def usda_template(input_word, cleaned_word=None):
    if cleaned_word is None:
        cleaned_word = clean_word(input_word)

    return {
        'input_word': input_word, 
        'cleaned_word': cleaned_word,
        'dictionary_word': 'USDA Food Item', 
        'similarity_score': 1.0, 
        'confidence_score': 1.0, 
        'similar_words': None,
        'is_food': True,
        'food_nonfood_score': 1.0,
        'sr_legacy_food_category': 'Government Donation (Not Counted)',
        'wweia_category': 'Government Donation (Not Counted)',
        'dry_matter_content': None,
        'water_content': None,
        'leakage': None,
        'specificity': None
    }

def nonfood_template(input_word, cleaned_word=None, food_nonfood_score=None, similar_words=None):
    if cleaned_word is None:
        cleaned_word = clean_word(input_word)

    return {
        'input_word': input_word,
        'cleaned_word': cleaned_word,
        'similarity_score': None, 
        'confidence_score': None,
        'similar_words': similar_words,
        'is_food': False,
        'food_nonfood_score': food_nonfood_score,
        'dictionary_word': 'Non-Food Item',
        'sr_legacy_food_category': 'Non-Food Item',
        'wweia_category': 'Non-Food Item',
        'dry_matter_content': 0,
        'water_content': 0,
        'leakage': 0,
        'specificity': None
    }

def heterogeneous_template(input_word, cleaned_word=None):
    if cleaned_word is None:
        cleaned_word = clean_word(input_word)
    
    return {
        'input_word': input_word, 
        'cleaned_word': cleaned_word,
        'similarity_score': 1, 
        'confidence_score': 1,
        'similar_words': None,
        'is_food': True,
        'food_nonfood_score': 1,
        'dictionary_word': 'Heterogeneous Mixture',
        'wweia_category': 'Heterogeneous Mixture',
        'sr_legacy_food_category': 'Heterogeneous Mixture',
        'dry_matter_content': 0.27,
        'water_content': 0.73,
        'leakage': 0.1,
        'specificity': 'Heterogeneous Mixture'
    }
    
def multi_item_template(input_word, cleaned_word=None, conservative_mapping=None):
    if cleaned_word is None:
        cleaned_word = clean_word(input_word)
    
    return {
        'input_word': input_word, 
        'cleaned_word': cleaned_word,
        'similarity_score': 1, 
        'confidence_score': 1,
        'similar_words': None,
        'is_food': True,
        'food_nonfood_score': 1,
        'dictionary_word': f"{conservative_mapping['dictionary_word']} (Lowest DMC)",
        'wweia_category': conservative_mapping['wweia_category'],
        'sr_legacy_food_category': conservative_mapping['sr_legacy_food_category'],
        'dry_matter_content': conservative_mapping['dry_matter_content'],
        'water_content': conservative_mapping['water_content'],
        'leakage': conservative_mapping['leakage'],
        'specificity': conservative_mapping['specificity']
    }