stuff.py

@flight.expose("/pdp/carousel/")
async def carousels_from_category(
    client_id: int,
    anchor_class: str = "shirt",
    anchor_department: str = "Tops",
    num_results: int = 9,
    filter_type: str = "[match|pair]",
    debug_mode: bool = False,
    verbose: bool = False,
):

    FilterSwitch = {"match": CarouselMatchAttribute(), "pair": PairsWithAnchor()}

    recommender = Flight(
        client_id=client_id,
        item_type="sku_id",
    )

    recommender = await (
        recommender.initialize(
            include_candidates=[
                AvailableSkusByChannel(channel="shop_your_look"),
                Qualifications(),
            ],
            scorer=MixerScoring(functionality="shop_p_sale"),
        )
    )

    recommender = (
        recommender
        | SkuAugment(columns=[ "style_variant_id", "class", "department", "silhouette", "seasonal_intent"])
        | Equals(column="seasonal_intent", value="fall/winter")
        | Equals(column="department", value=department)
        | Sort(order_by="score")
        | Kaleidoset(n=num_results, rho=0.5)
    )
    resp = recommender.response()
    return resp