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import pytest

import replicate

from replicate.model import Model, Page

@pytest.mark.vcr("models-get.yaml")

@pytest.mark.asyncio

@pytest.mark.parametrize("async_flag", [True, False])

async def test_models_get(async_flag):

if async_flag:

sdxl = await replicate.models.async_get("stability-ai/sdxl")

else:

sdxl = replicate.models.get("stability-ai/sdxl")

assert sdxl is not None

assert sdxl.owner == "stability-ai"

assert sdxl.name == "sdxl"

assert sdxl.visibility == "public"

if async_flag:

empty = await replicate.models.async_get("mattt/empty")

else:

empty = replicate.models.get("mattt/empty")

assert empty.default_example is None

@pytest.mark.vcr("models-list.yaml")

@pytest.mark.asyncio

@pytest.mark.parametrize("async_flag", [True, False])

async def test_models_list(async_flag):

if async_flag:

models = await replicate.models.async_list()

else:

models = replicate.models.list()

assert len(models) > 0

assert models[0].owner is not None

assert models[0].name is not None

assert models[0].visibility == "public"

@pytest.mark.vcr("models-list__pagination.yaml")

@pytest.mark.asyncio

@pytest.mark.parametrize("async_flag", [True, False])

async def test_models_list_pagination(async_flag):

if async_flag:

page1 = await replicate.models.async_list()

else:

page1 = replicate.models.list()

assert len(page1) > 0

assert page1.next is not None

if async_flag:

page2 = await replicate.models.async_list(cursor=page1.next)

else:

page2 = replicate.models.list(cursor=page1.next)

assert len(page2) > 0

assert page2.previous is not None

@pytest.mark.vcr("models-create.yaml")

@pytest.mark.asyncio

@pytest.mark.parametrize("async_flag", [True, False])

async def test_models_create(async_flag):

if async_flag:

model = await replicate.models.async_create(

owner="test",

name="python-example",

visibility="private",

hardware="cpu",

description="An example model",

)

else:

model = replicate.models.create(

owner="test",

name="python-example",

visibility="private",

hardware="cpu",

description="An example model",

)

assert model.owner == "test"

assert model.name == "python-example"

assert model.visibility == "private"

@pytest.mark.vcr("models-create.yaml")

@pytest.mark.asyncio

@pytest.mark.parametrize("async_flag", [True, False])

async def test_models_create_with_positional_arguments(async_flag):

if async_flag:

model = await replicate.models.async_create(

"test",

"python-example",

visibility="private",

hardware="cpu",

)

else:

model = replicate.models.create(

"test",

"python-example",

visibility="private",

hardware="cpu",

)

assert model.owner == "test"

assert model.name == "python-example"

assert model.visibility == "private"

@pytest.mark.vcr("models-predictions-create.yaml")

@pytest.mark.asyncio

@pytest.mark.parametrize("async_flag", [True, False])

async def test_models_predictions_create(async_flag):

input = {

"prompt": "Please write a haiku about llamas.",

}

if async_flag:

prediction = await replicate.models.predictions.async_create(

"meta/llama-2-70b-chat", input=input

)

else:

prediction = replicate.models.predictions.create(

"meta/llama-2-70b-chat", input=input

)

assert prediction.id is not None

# assert prediction.model == "meta/llama-2-70b-chat"

assert prediction.model == "replicate/lifeboat-70b" # FIXME: this is temporary

assert prediction.status == "starting"

@pytest.mark.vcr("models-search.yaml")

@pytest.mark.asyncio

@pytest.mark.parametrize("async_flag", [True, False])

async def test_models_search(async_flag):

query = "llama"

if async_flag:

page = await replicate.models.async_search(query)

else:

page = replicate.models.search(query)

assert isinstance(page, Page)

assert len(page.results) > 0

for model in page.results:

assert isinstance(model, Model)

assert model.id is not None

assert model.owner is not None

assert model.name is not None

assert any("meta" in model.name.lower() for model in page.results)