gradio / test /test_api_info.py
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from collections import namedtuple
from datetime import datetime, timedelta
from enum import Enum
from pathlib import Path
from typing import ClassVar, Dict, List, Literal, Optional, Set, Tuple, Union
from uuid import UUID
import pytest
from gradio_client.utils import json_schema_to_python_type
from pydantic import Field, confloat, conint, conlist
from pydantic.networks import AnyUrl, EmailStr, IPvAnyAddress
from gradio.data_classes import GradioModel, GradioRootModel
class StringModel(GradioModel):
data: str
answer: ClassVar = "Dict(data: str)"
class IntegerRootModel(GradioRootModel):
root: int
answer: ClassVar = "int"
class FloatModel(GradioModel):
data: float
answer: ClassVar = "Dict(data: float)"
class ListModel(GradioModel):
items: List[int]
answer: ClassVar = "Dict(items: List[int])"
class DictModel(GradioModel):
data_dict: Dict[str, int]
answer: ClassVar = "Dict(data_dict: Dict(str, int))"
class DictModel2(GradioModel):
data_dict: Dict[str, List[float]]
answer: ClassVar = "Dict(data_dict: Dict(str, List[float]))"
class OptionalModel(GradioModel):
optional_data: Optional[int]
answer: ClassVar = "Dict(optional_data: int | None)"
class ColorEnum(Enum):
RED = "red"
GREEN = "green"
BLUE = "blue"
class EnumRootModel(GradioModel):
color: ColorEnum
answer: ClassVar = "Dict(color: Literal['red', 'green', 'blue'])"
class EmailModel(GradioModel):
email: EmailStr
answer: ClassVar = "Dict(email: str)"
class RootWithNestedModel(GradioModel):
nested_int: IntegerRootModel
nested_enum: EnumRootModel
nested_dict: DictModel2
answer: ClassVar = "Dict(nested_int: int, nested_enum: Dict(color: Literal['red', 'green', 'blue']), nested_dict: Dict(data_dict: Dict(str, List[float])))"
class LessNestedModel(GradioModel):
nested_int: int
nested_enum: ColorEnum
nested_dict: Dict[str, List[Union[int, float]]]
answer: ClassVar = "Dict(nested_int: int, nested_enum: Literal['red', 'green', 'blue'], nested_dict: Dict(str, List[int | float]))"
class StatusModel(GradioModel):
status: Literal["active", "inactive"]
answer: ClassVar = "Dict(status: Literal['active', 'inactive'])"
class PointModel(GradioRootModel):
root: Tuple[float, float]
answer: ClassVar = "Tuple[float, float]"
class UuidModel(GradioModel):
uuid: UUID
answer: ClassVar = "Dict(uuid: str)"
class UrlModel(GradioModel):
url: AnyUrl
answer: ClassVar = "Dict(url: str)"
class CustomFieldModel(GradioModel):
name: str = Field(..., title="Name of the item", max_length=50)
price: float = Field(..., title="Price of the item", gt=0)
answer: ClassVar = "Dict(name: str, price: float)"
class DurationModel(GradioModel):
duration: timedelta
answer: ClassVar = "Dict(duration: str)"
class IPv4Model(GradioModel):
ipv4_address: IPvAnyAddress
answer: ClassVar = "Dict(ipv4_address: str)"
class DateTimeModel(GradioModel):
created_at: datetime
updated_at: datetime
answer: ClassVar = "Dict(created_at: str, updated_at: str)"
class SetModel(GradioModel):
unique_numbers: Set[int]
answer: ClassVar = "Dict(unique_numbers: List[int])"
class ItemModel(GradioModel):
name: str
price: float
class OrderModel(GradioModel):
items: List[ItemModel]
answer: ClassVar = "Dict(items: List[Dict(name: str, price: float)])"
class TemperatureUnitEnum(Enum):
CELSIUS = "Celsius"
FAHRENHEIT = "Fahrenheit"
KELVIN = "Kelvin"
class TemperatureConversionModel(GradioModel):
temperature: confloat(ge=-273.15, le=1.416808)
from_unit: TemperatureUnitEnum
to_unit: TemperatureUnitEnum = Field(..., title="Target temperature unit")
answer: ClassVar = "Dict(temperature: float, from_unit: Literal['Celsius', 'Fahrenheit', 'Kelvin'], to_unit: All[Literal['Celsius', 'Fahrenheit', 'Kelvin']])"
class CartItemModel(GradioModel):
product_name: str = Field(..., title="Name of the product", max_length=50)
quantity: int = Field(..., title="Quantity of the product", ge=1)
price_per_unit: float = Field(..., title="Price per unit", gt=0)
class ShoppingCartModel(GradioModel):
items: List[CartItemModel]
answer: ClassVar = "Dict(items: List[Dict(product_name: str, quantity: int, price_per_unit: float)])"
class CoordinateModel(GradioModel):
latitude: float
longitude: float
class PathModel(GradioModel):
coordinates: conlist(CoordinateModel, min_length=2, max_length=2)
answer: ClassVar = (
"Dict(coordinates: List[Dict(latitude: float, longitude: float)])"
)
class CreditCardModel(GradioModel):
card_number: conint(ge=1, le=9999999999999999)
answer: ClassVar = "Dict(card_number: int)"
class TupleListModel(GradioModel):
data: List[Tuple[int, str]]
answer: ClassVar = "Dict(data: List[Tuple[int, str]]"
class PathListModel(GradioModel):
file_paths: List[Path]
answer: ClassVar = "Dict(file_paths: List[str])"
class PostModel(GradioModel):
author: str
content: str
tags: List[str]
likes: int = 0
answer: ClassVar = "Dict(author: str, content: str, tags: List[str], likes: int)"
Person = namedtuple("Person", ["name", "age"])
class NamedTupleDictionaryModel(GradioModel):
people: Dict[str, Person]
answer: ClassVar = "Dict(people: Dict(str, Tuple[Any, Any]))"
MODELS = [
StringModel,
IntegerRootModel,
FloatModel,
ListModel,
DictModel,
DictModel2,
OptionalModel,
EnumRootModel,
EmailModel,
RootWithNestedModel,
LessNestedModel,
StatusModel,
PointModel,
UuidModel,
UrlModel,
CustomFieldModel,
DurationModel,
IPv4Model,
DateTimeModel,
SetModel,
OrderModel,
TemperatureConversionModel,
ShoppingCartModel,
PathModel,
CreditCardModel,
PathListModel,
NamedTupleDictionaryModel,
]
@pytest.mark.parametrize("model", MODELS)
def test_api_info_for_model(model):
assert json_schema_to_python_type(model.model_json_schema()) == model.answer