enrich.py

from typing import List, Optional, TypedDict

from datacustomcode.entry_func import entry_func
from datacustomcode.schema import requestSchema, responseSchema


class EnrichRequest(TypedDict):
    customer_id: str
    age: int
    score: float
    is_active: bool
    tags: List[str]
    weights: List[float]
    address: Optional[str]
    nickname: Optional[str]


class EnrichResponse(TypedDict):
    customer_id: str
    segment: str
    lifetime_value: float
    risk_score: int
    is_eligible: bool
    recommendations: List[str]
    feature_vector: List[float]
    labels: List[int]


@entry_func
@requestSchema(EnrichRequest)
@responseSchema(EnrichResponse)
def enrich(request: dict) -> dict:
    """Enrich a customer profile with computed features and recommendations."""
    return {}