replicate-python/tests/test_model.py at main · hatgit/replicate-python · GitHub

History

132 lines (110 loc) · 3.76 KB

Raw

100

101

102

103

104

105

106

107

108

109

110

111

112

113

114

115

116

117

118

119

120

121

122

123

124

125

126

127

128

129

130

131

132

import pytest

import replicate

@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"

replicate-python/tests/test_model.py at main · hatgit/replicate-python · GitHub

Expand file tree

Breadcrumbs

test_model.py

Latest commit

History

Breadcrumbs

test_model.py

File metadata and controls