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import json
from typing import cast
import httpx
import pytest
import respx
from replicate.client import Client
@pytest.fixture
def router():
router = respx.Router(base_url="https://api.replicate.com/v1")
router.route(
method="GET",
path="/deployments/replicate/my-app-image-generator",
name="deployments.get",
).mock(
return_value=httpx.Response(
200,
json={
"owner": "replicate",
"name": "my-app-image-generator",
"current_release": {
"number": 1,
"model": "stability-ai/sdxl",
"version": "da77bc59ee60423279fd632efb4795ab731d9e3ca9705ef3341091fb989b7eaf",
"created_at": "2024-02-15T16:32:57.018467Z",
"created_by": {
"type": "organization",
"username": "acme",
"name": "Acme Corp, Inc.",
"github_url": "https://github.com/acme",
},
"configuration": {
"hardware": "gpu-t4",
"min_instances": 1,
"max_instances": 5,
},
},
},
)
)
router.route(
method="POST",
path="/deployments/replicate/my-app-image-generator/predictions",
name="deployments.predictions.create",
).mock(
return_value=httpx.Response(
201,
json={
"id": "p1",
"model": "replicate/my-app-image-generator",
"version": "v1",
"urls": {
"get": "https://api.replicate.com/v1/predictions/p1",
"cancel": "https://api.replicate.com/v1/predictions/p1/cancel",
},
"created_at": "2022-04-26T20:00:40.658234Z",
"source": "api",
"status": "processing",
"input": {"text": "world"},
"output": None,
"error": None,
"logs": "",
},
)
)
router.route(
method="GET",
path="/deployments",
name="deployments.list",
).mock(
return_value=httpx.Response(
200,
json={
"results": [
{
"owner": "acme",
"name": "image-upscaler",
"current_release": {
"number": 1,
"model": "acme/esrgan",
"version": "5c7d5dc6dd8bf75c1acaa8565735e7986bc5b66206b55cca93cb72c9bf15ccaa",
"created_at": "2022-01-01T00:00:00Z",
"created_by": {
"type": "organization",
"username": "acme",
"name": "Acme, Inc.",
},
"configuration": {
"hardware": "gpu-t4",
"min_instances": 1,
"max_instances": 5,
},
},
},
{
"owner": "acme",
"name": "text-generator",
"current_release": {
"number": 2,
"model": "acme/acme-llama",
"version": "4b7d5dc6dd8bf75c1acaa8565735e7986bc5b66206b55cca93cb72c9bf15ccbb",
"created_at": "2022-02-02T00:00:00Z",
"created_by": {
"type": "organization",
"username": "acme",
"name": "Acme, Inc.",
},
"configuration": {
"hardware": "cpu",
"min_instances": 2,
"max_instances": 10,
},
},
},
]
},
)
)
router.route(
method="POST",
path="/deployments",
name="deployments.create",
).mock(
return_value=httpx.Response(
201,
json={
"owner": "acme",
"name": "new-deployment",
"current_release": {
"number": 1,
"model": "acme/new-model",
"version": "5c7d5dc6dd8bf75c1acaa8565735e7986bc5b66206b55cca93cb72c9bf15ccaa",
"created_at": "2022-01-01T00:00:00Z",
"created_by": {
"type": "organization",
"username": "acme",
"name": "Acme, Inc.",
},
"configuration": {
"hardware": "gpu-t4",
"min_instances": 1,
"max_instances": 5,
},
},
},
)
)
router.route(
method="PATCH",
path="/deployments/acme/image-upscaler",
name="deployments.update",
).mock(
return_value=httpx.Response(
200,
json={
"owner": "acme",
"name": "image-upscaler",
"current_release": {
"number": 2,
"model": "acme/esrgan-updated",
"version": "new-version-id",
"created_at": "2022-02-02T00:00:00Z",
"created_by": {
"type": "organization",
"username": "acme",
"name": "Acme, Inc.",
},
"configuration": {
"hardware": "gpu-v100",
"min_instances": 2,
"max_instances": 10,
},
},
},
)
)
router.route(
method="DELETE",
path="/deployments/acme/image-upscaler",
name="deployments.delete",
).mock(return_value=httpx.Response(204))
router.route(host="api.replicate.com").pass_through()
return router
@pytest.mark.asyncio
@pytest.mark.parametrize("async_flag", [True, False])
async def test_deployment_get(router, async_flag):
client = Client(
api_token="test-token", transport=httpx.MockTransport(router.handler)
)
if async_flag:
deployment = await client.deployments.async_get(
"replicate/my-app-image-generator"
)
else:
deployment = client.deployments.get("replicate/my-app-image-generator")
assert router["deployments.get"].called
assert deployment.owner == "replicate"
assert deployment.name == "my-app-image-generator"
assert deployment.current_release is not None
assert deployment.current_release.number == 1
assert deployment.current_release.model == "stability-ai/sdxl"
assert (
deployment.current_release.version
== "da77bc59ee60423279fd632efb4795ab731d9e3ca9705ef3341091fb989b7eaf"
)
assert deployment.current_release is not None
assert deployment.current_release.created_by is not None
assert deployment.current_release.created_by.type == "organization"
assert deployment.current_release.created_by.username == "acme"
assert deployment.current_release.created_by.name == "Acme Corp, Inc."
assert deployment.current_release.created_by.github_url == "https://github.com/acme"
@pytest.mark.asyncio
@pytest.mark.parametrize("async_flag", [True, False])
async def test_deployment_predictions_create(router, async_flag):
client = Client(
api_token="test-token", transport=httpx.MockTransport(router.handler)
)
if async_flag:
deployment = await client.deployments.async_get(
"replicate/my-app-image-generator"
)
prediction = await deployment.predictions.async_create(
input={"text": "world"},
webhook="https://example.com/webhook",
webhook_events_filter=["completed"],
stream=True,
)
else:
deployment = client.deployments.get("replicate/my-app-image-generator")
prediction = deployment.predictions.create(
input={"text": "world"},
webhook="https://example.com/webhook",
webhook_events_filter=["completed"],
stream=True,
)
assert router["deployments.predictions.create"].called
request = router["deployments.predictions.create"].calls[0].request
request_body = json.loads(request.content)
assert request_body["input"] == {"text": "world"}
assert request_body["webhook"] == "https://example.com/webhook"
assert request_body["webhook_events_filter"] == ["completed"]
assert request_body["stream"] is True
assert prediction.id == "p1"
assert prediction.input == {"text": "world"}
@pytest.mark.asyncio
@pytest.mark.parametrize("wait_param", [True, 10])
@pytest.mark.parametrize("async_flag", [True, False])
async def test_deployment_predictions_create_blocking(
router,
async_flag: bool, # noqa: FBT001
wait_param: bool | int, # noqa: FBT001
):
client = Client(
api_token="test-token", transport=httpx.MockTransport(router.handler)
)
if async_flag:
deployment = await client.deployments.async_get(
"replicate/my-app-image-generator"
)
prediction = await deployment.predictions.async_create(
input={"text": "world"},
webhook="https://example.com/webhook",
webhook_events_filter=["completed"],
stream=True,
wait=wait_param,
)
else:
deployment = client.deployments.get("replicate/my-app-image-generator")
prediction = deployment.predictions.create(
input={"text": "world"},
webhook="https://example.com/webhook",
webhook_events_filter=["completed"],
stream=True,
wait=wait_param,
)
assert router["deployments.predictions.create"].called
request = cast(
httpx.Request, router["deployments.predictions.create"].calls[0].request
)
if wait_param is True:
assert request.headers.get("Prefer") == "wait"
else:
assert request.headers.get("Prefer") == f"wait={wait_param}"
request_body = json.loads(request.content)
assert request_body["input"] == {"text": "world"}
assert request_body["webhook"] == "https://example.com/webhook"
assert request_body["webhook_events_filter"] == ["completed"]
assert request_body["stream"] is True
assert prediction.id == "p1"
assert prediction.input == {"text": "world"}
@pytest.mark.asyncio
@pytest.mark.parametrize("async_flag", [True, False])
async def test_deployments_predictions_create(router, async_flag):
client = Client(
api_token="test-token", transport=httpx.MockTransport(router.handler)
)
if async_flag:
deployment = await client.deployments.async_get(
"replicate/my-app-image-generator"
)
prediction = await deployment.predictions.async_create(
input={"text": "world"},
webhook="https://example.com/webhook",
webhook_events_filter=["completed"],
stream=True,
)
else:
deployment = client.deployments.get("replicate/my-app-image-generator")
prediction = deployment.predictions.create(
input={"text": "world"},
webhook="https://example.com/webhook",
webhook_events_filter=["completed"],
stream=True,
)
assert router["deployments.predictions.create"].called
request = router["deployments.predictions.create"].calls[0].request
request_body = json.loads(request.content)
assert request_body["input"] == {"text": "world"}
assert request_body["webhook"] == "https://example.com/webhook"
assert request_body["webhook_events_filter"] == ["completed"]
assert request_body["stream"] is True
assert prediction.id == "p1"
assert prediction.input == {"text": "world"}
@pytest.mark.asyncio
@pytest.mark.parametrize("wait_param", [True, 10])
@pytest.mark.parametrize("async_flag", [True, False])
async def test_deployments_predictions_create_blocking(
router,
async_flag: bool, # noqa: FBT001
wait_param: bool | int, # noqa: FBT001
):
client = Client(
api_token="test-token", transport=httpx.MockTransport(router.handler)
)
if async_flag:
prediction = await client.deployments.predictions.async_create(
deployment="replicate/my-app-image-generator",
input={"text": "world"},
webhook="https://example.com/webhook",
webhook_events_filter=["completed"],
stream=True,
wait=wait_param,
)
else:
prediction = client.deployments.predictions.create(
deployment="replicate/my-app-image-generator",
input={"text": "world"},
webhook="https://example.com/webhook",
webhook_events_filter=["completed"],
stream=True,
wait=wait_param,
)
assert router["deployments.predictions.create"].called
request = cast(
httpx.Request, router["deployments.predictions.create"].calls[0].request
)
if wait_param is True:
assert request.headers.get("Prefer") == "wait"
else:
assert request.headers.get("Prefer") == f"wait={wait_param}"
request_body = json.loads(request.content)
assert request_body["input"] == {"text": "world"}
assert request_body["webhook"] == "https://example.com/webhook"
assert request_body["webhook_events_filter"] == ["completed"]
assert request_body["stream"] is True
assert prediction.id == "p1"
assert prediction.input == {"text": "world"}
@respx.mock
@pytest.mark.asyncio
@pytest.mark.parametrize("async_flag", [True, False])
async def test_deployments_list(router, async_flag):
client = Client(
api_token="test-token", transport=httpx.MockTransport(router.handler)
)
if async_flag:
deployments = await client.deployments.async_list()
else:
deployments = client.deployments.list()
assert router["deployments.list"].called
assert len(deployments.results) == 2
assert deployments.results[0].owner == "acme"
assert deployments.results[0].name == "image-upscaler"
assert deployments.results[0].current_release is not None
assert deployments.results[0].current_release.number == 1
assert deployments.results[0].current_release.model == "acme/esrgan"
assert deployments.results[1].owner == "acme"
assert deployments.results[1].name == "text-generator"
assert deployments.results[1].current_release is not None
assert deployments.results[1].current_release.number == 2
assert deployments.results[1].current_release.model == "acme/acme-llama"
@respx.mock
@pytest.mark.asyncio
@pytest.mark.parametrize("async_flag", [True, False])
async def test_create_deployment(router, async_flag):
client = Client(
api_token="test-token", transport=httpx.MockTransport(router.handler)
)
config = {
"name": "new-deployment",
"model": "acme/new-model",
"version": "5c7d5dc6dd8bf75c1acaa8565735e7986bc5b66206b55cca93cb72c9bf15ccaa",
"hardware": "gpu-t4",
"min_instances": 1,
"max_instances": 5,
}
if async_flag:
deployment = await client.deployments.async_create(**config)
else:
deployment = client.deployments.create(**config)
assert router["deployments.create"].called
assert deployment.owner == "acme"
assert deployment.name == "new-deployment"
assert deployment.current_release is not None
assert deployment.current_release.number == 1
assert deployment.current_release.model == "acme/new-model"
assert (
deployment.current_release.version
== "5c7d5dc6dd8bf75c1acaa8565735e7986bc5b66206b55cca93cb72c9bf15ccaa"
)
assert deployment.current_release.created_by is not None
assert deployment.current_release.created_by.type == "organization"
assert deployment.current_release.created_by.username == "acme"
assert deployment.current_release.created_by.name == "Acme, Inc."
assert deployment.current_release.configuration.hardware == "gpu-t4"
assert deployment.current_release.configuration.min_instances == 1
assert deployment.current_release.configuration.max_instances == 5
@respx.mock
@pytest.mark.asyncio
@pytest.mark.parametrize("async_flag", [True, False])
async def test_update_deployment(router, async_flag):
config = {
"version": "new-version-id",
"hardware": "gpu-v100",
"min_instances": 2,
"max_instances": 10,
}
client = Client(
api_token="test-token", transport=httpx.MockTransport(router.handler)
)
if async_flag:
updated_deployment = await client.deployments.async_update(
deployment_owner="acme", deployment_name="image-upscaler", **config
)
else:
updated_deployment = client.deployments.update(
deployment_owner="acme", deployment_name="image-upscaler", **config
)
assert router["deployments.update"].called
request = router["deployments.update"].calls[0].request
request_body = json.loads(request.content)
assert request_body == config
assert updated_deployment.owner == "acme"
assert updated_deployment.name == "image-upscaler"
assert updated_deployment.current_release is not None
assert updated_deployment.current_release.number == 2
assert updated_deployment.current_release.model == "acme/esrgan-updated"
assert updated_deployment.current_release.version == "new-version-id"
assert updated_deployment.current_release.configuration.hardware == "gpu-v100"
assert updated_deployment.current_release.configuration.min_instances == 2
assert updated_deployment.current_release.configuration.max_instances == 10
@respx.mock
@pytest.mark.asyncio
@pytest.mark.parametrize("async_flag", [True, False])
async def test_delete_deployment(router, async_flag):
client = Client(
api_token="test-token", transport=httpx.MockTransport(router.handler)
)
if async_flag:
await client.deployments.async_delete(
deployment_owner="acme", deployment_name="image-upscaler"
)
else:
client.deployments.delete(
deployment_owner="acme", deployment_name="image-upscaler"
)
assert router["deployments.delete"].called
assert router["deployments.delete"].calls[0].request.method == "DELETE"
assert (
router["deployments.delete"].calls[0].request.url
== "https://api.replicate.com/v1/deployments/acme/image-upscaler"
)
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