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3193ef1 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 | # -*- coding: utf-8 -*-
# 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
#
# http://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.
#
from google.cloud.aiplatform.metadata import metadata
# For Vertex AI Experiment.
# ExperimentRun manipulation.
start_run = metadata._experiment_tracker.start_run
end_run = metadata._experiment_tracker.end_run
get_experiment_df = metadata._experiment_tracker.get_experiment_df
# Experiment logging.
log_params = metadata._experiment_tracker.log_params
log_metrics = metadata._experiment_tracker.log_metrics
log_time_series_metrics = metadata._experiment_tracker.log_time_series_metrics
log_classification_metrics = metadata._experiment_tracker.log_classification_metrics
__all__ = (
"start_run",
"end_run",
"get_experiment_df",
"log_params",
"log_metrics",
"log_time_series_metrics",
"log_classification_metrics",
)
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