def is_prediction_valid(
product: Product,
emb_code: str,
) -> bool:
return normalize_emb_code(emb_code) not in [
normalize_emb_code(c) for c in product.emb_codes_tags
]
def already_exists(new_emb_code: str, emb_codes: List[str]) -> bool:
emb_codes = [normalize_emb_code(emb_code) for emb_code in emb_codes]
normalized_emb_code = normalize_emb_code(new_emb_code)
if normalized_emb_code in emb_codes:
return True
return False
def is_latent(
self, insight: ProductInsight, product: Optional[Product] = None
) -> bool:
if product is None:
product = self.product_store[insight.barcode]
product_emb_codes_tags = getattr(product, "emb_codes_tags", [])
normalized_emb_code = normalize_emb_code(insight.value)
normalized_emb_codes = [normalize_emb_code(c) for c in product_emb_codes_tags]
if normalized_emb_code in normalized_emb_codes:
return True
return False
def is_valid(self, barcode: str, emb_code: str,
code_seen: Set[str]) -> bool:
product: Optional[Product] = self.product_store[barcode]
product_emb_codes_tags = getattr(product, 'emb_codes_tags', [])
normalized_emb_code = normalize_emb_code(emb_code)
normalized_emb_codes = [
normalize_emb_code(c) for c in product_emb_codes_tags
]
if normalized_emb_code in normalized_emb_codes:
return False
if emb_code in code_seen:
return False
return True
def is_latent(
product: Optional[Product],
barcode: str,
emb_code: str,
code_seen: Set[str],
) -> bool:
product_emb_codes_tags = getattr(product, "emb_codes_tags", [])
normalized_emb_code = normalize_emb_code(emb_code)
normalized_emb_codes = [
normalize_emb_code(c) for c in product_emb_codes_tags
]
if normalized_emb_code in normalized_emb_codes:
return True
if emb_code in code_seen:
return True
return False