schema_free.py

from enum import Enum
from typing import Union
from pydantic import BaseModel, Field

#####
# avoid using the 'import' string, including words like 'important', etc.
class UpperGarmentProperties(BaseModel):
    upper_category: str
    neck: str
    sleeve: str
    shoulder: str
    waist: str
    length: str


class LowerGarmentProperties(BaseModel):
    lower_category: str
    waist: str
    hip: str
    rise: str
    leg: str


class HatProperties(BaseModel):
    style: str
    brim: str

class TargetAudience(BaseModel):
    age_range: str
    style_preference: str
    lifestyle: str

class Closure(BaseModel):
    color: str
    type: str
    location: str

class Pattern(BaseModel):
    type: str
    color: list[str]

class LuggageProperties(BaseModel):
    luggage_type: str = Field(..., description="Type of luggage, e.g., suitcase, duffel, backpack, etc.")
    size: str = Field(..., description="Size of the luggage, e.g., carry-on, large, extra-large")
    material: str = Field(..., description="Material used, e.g., leather, polyester, polycarbonate")
    color: list[str] = Field(..., description="Color of the luggage")
    weight: str = Field(..., description="Weight of the luggage in kg or lbs")
    compartments: int = Field(..., description="Number of compartments")
    wheels: str = Field(..., description="Wheel type, e.g., 2-wheel, 4-wheel, or spinner")
    handle_type: str = Field(..., description="Type of handle, e.g., retractable, fixed, or no handle")
    closure: Closure = Field(..., description="Closure details like type, color, and location")
    lock_type: str = Field(..., description="Lock type, e.g., TSA, combination, or none")
    expandable: bool = Field(..., description="Whether the luggage is expandable")
    waterproof: bool = Field(..., description="Whether the luggage is waterproof or water-resistant")

class HandbagProperties(BaseModel):
    handbag_type: str = Field(..., description="Type of handbag, e.g., tote, crossbody, clutch, etc.")
    size: str = Field(..., description="Size of the handbag, e.g., small, medium, large")
    material: str = Field(..., description="Material used, e.g., leather, canvas, suede")
    color: list[str] = Field(..., description="Color of the handbag")
    weight: str = Field(..., description="Weight of the handbag in kg or lbs")
    compartments: int = Field(..., description="Number of compartments in the handbag")
    strap_type: str = Field(..., description="Type of strap, e.g., adjustable, removable, fixed")
    handle_type: str = Field(..., description="Type of handle, e.g., top handle, shoulder strap, none")
    closure: Closure = Field(..., description="Closure details like type, color, and location")
    lock_type: str = Field(..., description="Lock type, e.g., magnetic, zipper, clasp, or none")
    pattern: Pattern = Field(..., description="Pattern details")
    occasion: list[str] = Field(..., description="Occasions suitable for the handbag, e.g., formal, casual, evening")
    waterproof: bool = Field(..., description="Whether the handbag is waterproof or water-resistant")

class MakeupProperties(BaseModel):
    makeup_type: str = Field(..., description="Type of makeup, e.g., foundation, lipstick, eyeshadow, mascara, etc.")
    shade: str = Field(..., description="Shade of the makeup product")
    finish: str = Field(..., description="Finish of the product, e.g., matte, dewy, satin, glossy, etc.")
    texture: str = Field(..., description="Texture of the product, e.g., creamy, powder, liquid")
    skin_type_compatibility: list[str] = Field(..., description="Skin types compatible with the product, e.g., dry, oily, combination")
    waterproof: bool = Field(..., description="Whether the product is waterproof or not")
    long_wear: bool = Field(..., description="Whether the product is long-wearing")
    cruelty_free: bool = Field(..., description="Whether the product is cruelty-free")
    vegan: bool = Field(..., description="Whether the product is vegan")
    ingredients: list[str] = Field(..., description="Key ingredients in the product")
    packaging_type: str = Field(..., description="Type of packaging, e.g., compact, tube, pump bottle")
    application_method: str = Field(..., description="How the product is applied, e.g., brush, sponge, fingers, applicator")
    ingredients: list[str] = Field(..., description="If visible in images, what ingredients are in the product")

class ChairProperties(BaseModel):
    chair_type: str = Field(..., description="Type of chair, e.g., office chair, dining chair, lounge chair")
    material: str = Field(..., description="Material used, e.g., wood, metal, fabric")
    upholstery_material: str = Field(..., description="Upholstery material, e.g., leather, fabric, mesh, none")
    color: list[str] = Field(..., description="Color of the chair")
    weight_capacity: str = Field(..., description="Maximum weight capacity of the chair in kg or lbs")
    dimensions: str = Field(..., description="Dimensions of the chair, e.g., height, width, depth")
    adjustable: bool = Field(..., description="Whether the chair is adjustable")
    swivel: bool = Field(..., description="Whether the chair can swivel")
    wheels: bool = Field(..., description="Whether the chair has wheels")
    ergonomic: bool = Field(..., description="Whether the chair is ergonomically designed")

class CarpetProperties(BaseModel):
    carpet_type: str = Field(..., description="Type of carpet, e.g., area rug, runner, mat")
    material: str = Field(..., description="Material used, e.g., wool, synthetic, cotton")
    color: list[str] = Field(..., description="Color of the carpet")
    dimensions: str = Field(..., description="Dimensions of the carpet, e.g., length and width")
    pile_height: str = Field(..., description="Pile height of the carpet in mm or inches")
    pattern: Pattern = Field(..., description="Pattern details of the carpet")
    anti_slip: bool = Field(..., description="Whether the carpet has anti-slip backing")
    washable: bool = Field(..., description="Whether the carpet is washable")
    indoor_outdoor: str = Field(..., description="Whether the carpet is meant for indoor or outdoor use")

class WatchProperties(BaseModel):
    watch_type: str = Field(..., description="Type of watch, e.g., analog, digital, smart watch, hybrid")
    movement_type: str = Field(..., description="Type of movement, e.g., quartz, mechanical, automatic, digital")
    material: str = Field(..., description="Material of the watch case, e.g., stainless steel, titanium, plastic")
    strap_material: str = Field(..., description="Material of the strap, e.g., leather, rubber, metal, nylon")
    strap_color: list[str] = Field(..., description="Color of the watch strap")
    dial_color: str = Field(..., description="Color of the watch dial")
    water_resistant: bool = Field(..., description="Whether the watch is water-resistant")
    water_resistance_depth: str = Field(..., description="Depth rating for water resistance in meters or feet")
    features: list[str] = Field(..., description="Special features like GPS, heart rate monitor, chronograph, etc.")
    case_diameter: str = Field(..., description="Diameter of the watch case in mm or inches")
    case_thickness: str = Field(..., description="Thickness of the watch case in mm or inches")
    weight: str = Field(..., description="Weight of the watch")
    display_type: str = Field(..., description="Display type for smart/digital watches, e.g., LED, AMOLED, LCD")
    battery_life: str = Field(..., description="Battery life for digital or smart watches")
    clasp_type: str = Field(..., description="Type of clasp or buckle, e.g., deployant, tang buckle, folding clasp")

class SleepwareProperties(BaseModel):
    sleepware_type: str = Field(..., description="Type of sleepware, e.g., pillow, duvet, mattress, mattress topper, blanket")
    material: str = Field(..., description="Material used, e.g., cotton, down, memory foam, microfiber")
    filling_material: str = Field(..., description="Filling material for pillows or duvets, e.g., down, feather, polyester")
    firmness: str = Field(..., description="Firmness level for pillows or mattresses, e.g., soft, medium, firm")
    size: str = Field(..., description="Size of the sleepware, e.g., queen, king, standard")
    weight: str = Field(..., description="Weight of the sleepware (mainly for duvets and blankets)")
    temperature_regulation: bool = Field(..., description="Whether the item has temperature regulation properties")
    hypoallergenic: bool = Field(..., description="Whether the item is hypoallergenic")
    machine_washable: bool = Field(..., description="Whether the item is machine washable")
    thread_count: str = Field(..., description="Thread count for items like sheets or pillowcases")
    moisture_wicking: bool = Field(..., description="Whether the material wicks away moisture")

class TablewareProperties(BaseModel):
    tableware_type: str = Field(..., description="Type of tableware, e.g., dinner plate, salad bowl, mug, cup, saucer")
    material: str = Field(..., description="Material of the tableware, e.g., porcelain, ceramic, glass, stoneware")
    color: list[str] = Field(..., description="Color of the tableware")
    pattern: Pattern = Field(..., description="Pattern details if applicable")
    diameter: str = Field(..., description="Diameter of the tableware (for plates or bowls)")
    volume: str = Field(..., description="Volume capacity for bowls, cups, mugs in ml or oz")
    dishwasher_safe: bool = Field(..., description="Whether the tableware is dishwasher safe")
    microwave_safe: bool = Field(..., description="Whether the tableware is microwave safe")
    oven_safe: bool = Field(..., description="Whether the tableware is oven safe")
    stackable: bool = Field(..., description="Whether the tableware is stackable")
    chip_resistant: bool = Field(..., description="Whether the tableware is chip-resistant")

class CookwareProperties(BaseModel):
    cookware_type: str = Field(..., description="Type of cookware, e.g., skillet, saucepan, stockpot, frying pan")
    material: str = Field(..., description="Material of the cookware, e.g., stainless steel, cast iron, non-stick, aluminum")
    diameter: str = Field(..., description="Diameter of the cookware in cm or inches")
    depth: str = Field(..., description="Depth of the cookware in cm or inches")
    weight: str = Field(..., description="Weight of the cookware in kg or lbs")
    non_stick: bool = Field(..., description="Whether the cookware is non-stick")
    induction_safe: bool = Field(..., description="Whether the cookware is safe for induction stoves")
    oven_safe: bool = Field(..., description="Whether the cookware is oven safe")
    max_oven_temperature: str = Field(..., description="Maximum temperature in Celsius or Fahrenheit for oven use")
    dishwasher_safe: bool = Field(..., description="Whether the cookware is dishwasher safe")
    handle_material: str = Field(..., description="Material of the handle, e.g., stainless steel, silicone, wood")
    lid_included: bool = Field(..., description="Whether the cookware comes with a lid")
    heat_distribution: str = Field(..., description="Heat distribution technology, e.g., tri-ply, aluminum core")

class BathroomItemProperties(BaseModel):
    item_type: str = Field(..., description="Type of bathroom item, e.g., towel, bath mat, shower curtain")
    material: str = Field(..., description="Material of the item, e.g., cotton, microfiber, bamboo")
    size: str = Field(..., description="Size of the item, e.g., bath towel, hand towel, washcloth")
    gsm: str = Field(..., description="Grams per square meter (GSM) which indicates the density of the towel fabric")
    color: list[str] = Field(..., description="Color of the bathroom item")
    absorbency: str = Field(..., description="Absorbency level, e.g., high, medium, low")
    quick_dry: bool = Field(..., description="Whether the towel has quick-dry properties")
    softness: str = Field(..., description="Softness rating, e.g., ultra-soft, soft, firm")
    machine_washable: bool = Field(..., description="Whether the item is machine washable")
    pattern: Pattern = Field(..., description="Pattern details if applicable")
    anti_bacterial: bool = Field(..., description="Whether the towel has anti-bacterial properties")
    hypoallergenic: bool = Field(..., description="Whether the towel is hypoallergenic")



class Garment(BaseModel):  # don't rename this class
    category: str = Field(..., description='Category of the garment')
    gender: str
    material: str
    color: list[str] = Field(..., description='Color of the garment')
    pattern: Pattern
    style: str
    closure: Closure
    fit: str = Field(..., description='Should be one of slim fit, regular fit, loose fit')
    season: list[str]
    occasion: list[str]
    special_occasion: list[str] = Field(..., description='List up to three special occasions, such as weddings, halloween or graduation')
    usage: list[str]
    pairing: list[str]
    microtrends: list[str]
    silhouette: list[str]
    aesthetic: list[str]
    dressing_style: list[str]
    target_audience: list[TargetAudience]
    properties: Union[UpperGarmentProperties, LowerGarmentProperties, HatProperties, LuggageProperties, HandbagProperties, MakeupProperties, ChairProperties, CarpetProperties, WatchProperties, CookwareProperties, TablewareProperties, SleepwareProperties, BathroomItemProperties ] = Field(..., description="Specific properties for different product categories")