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# pylint: disable=line-too-long,useless-suppression
import functools
import pytest
from devtools_testutils import AzureRecordedTestCase, EnvironmentVariableLoader
from devtools_testutils.aio import recorded_by_proxy_async
from azure.core.credentials import AzureKeyCredential
from azure.core.exceptions import HttpResponseError
from azure.ai.textanalytics.authoring.aio import TextAuthoringClient
from azure.ai.textanalytics.authoring.models import (
TrainingJobDetails,
EvaluationDetails,
EvaluationKind,
)
AuthoringPreparer = functools.partial(
EnvironmentVariableLoader,
"authoring",
authoring_endpoint="https://Sanitized.cognitiveservices.azure.com/",
authoring_key="fake_key",
)
class TestTextAuthoring(AzureRecordedTestCase):
# Base kept for parity; not used by the async test below.
def create_client(self, endpoint: str, key: str) -> TextAuthoringClient: # type: ignore[override]
return TextAuthoringClient(endpoint, AzureKeyCredential(key)) # type: ignore[arg-type]
class TestTextAuthoringTrainAsync(TestTextAuthoring):
@AuthoringPreparer()
@recorded_by_proxy_async
@pytest.mark.asyncio
async def test_train_project_async(self, authoring_endpoint, authoring_key):
async with TextAuthoringClient(authoring_endpoint, AzureKeyCredential(authoring_key)) as client:
project_name = "single-class-project"
project_client = client.get_project_client(project_name)
# Arrange – object model (snake_case), as in conversation authoring reference
training_job_details = TrainingJobDetails(
model_label="model0902",
training_config_version="2022-05-01",
evaluation_options=EvaluationDetails(
kind=EvaluationKind.PERCENTAGE,
testing_split_percentage=20,
training_split_percentage=80,
),
)
poller = await project_client.project.begin_train(body=training_job_details)
try:
await poller.result()
except HttpResponseError as e:
msg = getattr(getattr(e, "error", None), "message", str(e))
print(f"Operation failed: {msg}")
raise
print(f"Import completed. done={poller.done()} status={poller.status()}")
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