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290 lines (268 loc) · 9.47 KB
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from collections.abc import Iterable
import pytest
import responses
from responses import matchers
from replicate.__about__ import __version__
from replicate.client import Client
from replicate.exceptions import ModelError
from .factories import (
mock_version_get,
mock_version_get_with_iterator_output,
mock_version_get_with_iterator_output_backwards_compatibility_0_3_8,
mock_version_get_with_list_output,
)
@responses.activate
def test_client_sets_authorization_token_and_user_agent_headers():
client = Client(api_token="abc123")
model = client.models.get("test/model")
responses.get(
"https://api.replicate.com/v1/models/test/model/versions",
match=[
matchers.header_matcher({"Authorization": "Token abc123"}),
matchers.header_matcher({"User-Agent": f"replicate-python/{__version__}"}),
],
json={"results": []},
)
model.versions.list()
@responses.activate
def test_run():
mock_version_get(owner="test", model="model", version="v1")
responses.post(
"https://api.replicate.com/v1/predictions",
match=[
matchers.json_params_matcher({"version": "v1", "input": {"text": "world"}})
],
json={
"id": "p1",
"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",
"completed_at": "2022-04-26T20:02:27.648305Z",
"source": "api",
"status": "processing",
"input": {"text": "world"},
"output": None,
"error": None,
"logs": "",
},
)
responses.get(
"https://api.replicate.com/v1/predictions/p1",
json={
"id": "p1",
"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",
"completed_at": "2022-04-26T20:02:27.648305Z",
"source": "api",
"status": "succeeded",
"input": {"text": "world"},
"output": "hello world",
"error": None,
"logs": "",
},
)
client = Client(api_token="abc123")
assert client.run("test/model:v1", input={"text": "world"}) == "hello world"
@responses.activate
def test_run_with_iterator():
mock_version_get_with_iterator_output(owner="test", model="model", version="v1")
responses.post(
"https://api.replicate.com/v1/predictions",
match=[
matchers.json_params_matcher({"version": "v1", "input": {"text": "world"}})
],
json={
"id": "p1",
"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",
"completed_at": "2022-04-26T20:02:27.648305Z",
"source": "api",
"status": "processing",
"input": {"text": "world"},
"output": None,
"error": None,
"logs": "",
},
)
responses.get(
"https://api.replicate.com/v1/predictions/p1",
json={
"id": "p1",
"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",
"completed_at": "2022-04-26T20:02:27.648305Z",
"source": "api",
"status": "succeeded",
"input": {"text": "world"},
"output": ["hello world"],
"error": None,
"logs": "",
},
)
client = Client(api_token="abc123")
output = client.run("test/model:v1", input={"text": "world"})
assert isinstance(output, Iterable)
assert list(output) == ["hello world"]
@responses.activate
def test_run_with_list():
mock_version_get_with_list_output(owner="test", model="model", version="v1")
responses.post(
"https://api.replicate.com/v1/predictions",
match=[
matchers.json_params_matcher({"version": "v1", "input": {"text": "world"}})
],
json={
"id": "p1",
"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",
"completed_at": "2022-04-26T20:02:27.648305Z",
"source": "api",
"status": "processing",
"input": {"text": "world"},
"output": None,
"error": None,
"logs": "",
},
)
responses.get(
"https://api.replicate.com/v1/predictions/p1",
json={
"id": "p1",
"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",
"completed_at": "2022-04-26T20:02:27.648305Z",
"source": "api",
"status": "succeeded",
"input": {"text": "world"},
"output": ["hello world"],
"error": None,
"logs": "",
},
)
client = Client(api_token="abc123")
output = client.run("test/model:v1", input={"text": "world"})
assert isinstance(output, list)
assert output == ["hello world"]
@responses.activate
def test_run_with_iterator_backwards_compatibility_cog_0_3_8():
mock_version_get_with_iterator_output_backwards_compatibility_0_3_8(
owner="test", model="model", version="v1"
)
responses.post(
"https://api.replicate.com/v1/predictions",
match=[
matchers.json_params_matcher({"version": "v1", "input": {"text": "world"}})
],
json={
"id": "p1",
"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",
"completed_at": "2022-04-26T20:02:27.648305Z",
"source": "api",
"status": "processing",
"input": {"text": "world"},
"output": None,
"error": None,
"logs": "",
},
)
responses.get(
"https://api.replicate.com/v1/predictions/p1",
json={
"id": "p1",
"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",
"completed_at": "2022-04-26T20:02:27.648305Z",
"source": "api",
"status": "succeeded",
"input": {"text": "world"},
"output": ["hello world"],
"error": None,
"logs": "",
},
)
client = Client(api_token="abc123")
output = client.run("test/model:v1", input={"text": "world"})
assert isinstance(output, Iterable)
assert list(output) == ["hello world"]
@responses.activate
def test_predict_with_iterator_with_failed_prediction():
mock_version_get_with_iterator_output(owner="test", model="model", version="v1")
responses.post(
"https://api.replicate.com/v1/predictions",
match=[
matchers.json_params_matcher({"version": "v1", "input": {"text": "world"}})
],
json={
"id": "p1",
"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",
"completed_at": "2022-04-26T20:02:27.648305Z",
"source": "api",
"status": "processing",
"input": {"text": "world"},
"output": None,
"error": None,
"logs": "",
},
)
responses.get(
"https://api.replicate.com/v1/predictions/p1",
json={
"id": "p1",
"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",
"completed_at": "2022-04-26T20:02:27.648305Z",
"source": "api",
"status": "failed",
"input": {"text": "world"},
"output": None,
"error": "it broke",
"logs": "",
},
)
client = Client(api_token="abc123")
output = client.run("test/model:v1", input={"text": "world"})
assert isinstance(output, Iterable)
with pytest.raises(ModelError) as excinfo:
list(output)
assert "it broke" in str(excinfo.value)
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