# 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.

#  [START aiplatform_sdk_upload_tensorboard_to_experiment_sample]
from typing import Optional

from google.cloud import aiplatform


def upload_tensorboard_log_to_experiment_sample(
    experiment_name: str,
    logdir: str,
    project: str,
    location: str,
    run_name_prefix: Optional[str] = None,
) -> None:

    aiplatform.init(project=project, location=location, experiment=experiment_name)

    # one time upload
    aiplatform.upload_tb_log(
        tensorboard_experiment_name=experiment_name,
        logdir=logdir,
        run_name_prefix=run_name_prefix,
    )


#  [END aiplatform_sdk_upload_tensorboard_to_experiment_sample]
