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get_model_evaluation_sample.py
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get_model_evaluation_sample.py
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# Copyright 2020 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_get_model_evaluation_sample]
from google.cloud import aiplatform
def run_sample():
# TODO(dev): replace these variables to run the code
project = "YOUR-PROJECT-NAME"
model_id = "YOUR-MODEL-ID"
evaluation_id = "YOUR-EVALUATION-ID"
get_model_evaluation_sample(project, model_id, evaluation_id)
def get_model_evaluation_sample(
project: str, model_id: str, evaluation_id: str, location: str = "us-central1"):
client_options = {"api_endpoint": "us-central1-aiplatform.googleapis.com"}
# Initialize client that will be used to create and send requests.
# This client only needs to be created once, and can be reused for multiple requests.
client = aiplatform.gapic.ModelServiceClient(client_options=client_options)
name = client.model_evaluation_path(
project=project, location=location, model=model_id, evaluation=evaluation_id
)
response = client.get_model_evaluation(name=name)
print("response:", response)
# [END aiplatform_get_model_evaluation_sample]