# Copyright 2023 Google LLC

#

# Licensed under the Apache License, Version 2.0 (the "License");

# you may not use this file except in compliance with the License.

# You may obtain a copy of the License at

#

# https://www.apache.org/licenses/LICENSE-2.0

#

# Unless required by applicable law or agreed to in writing, software

# distributed under the License is distributed on an "AS IS" BASIS,

# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.

# See the License for the specific language governing permissions and

# limitations under the License.

import os

import backoff

from google.api_core.exceptions import ResourceExhausted

from google.cloud import aiplatform

import list_tuned_models

_PROJECT_ID = os.getenv("GOOGLE_CLOUD_PROJECT")

_LOCATION = "us-central1"

@backoff.on_exception(backoff.expo, ResourceExhausted, max_time=10)

def test_list_tuned_models() -> None:

tuned_model_names = list_tuned_models.list_tuned_models(

_PROJECT_ID,

_LOCATION,

)

filtered_models_counter = 0

for tuned_model_name in tuned_model_names:

model_registry = aiplatform.models.ModelRegistry(model=tuned_model_name)

if (

"Vertex LLM Test Fixture "

"(list_tuned_models_test.py::test_list_tuned_models)"

) in model_registry.get_version_info("1").model_display_name:

filtered_models_counter += 1

assert filtered_models_counter == 0