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4 changes: 3 additions & 1 deletion .sample_configs/param_handlers/export_model_sample.py
Original file line number Diff line number Diff line change
Expand Up @@ -23,7 +23,9 @@ def make_output_config(gcs_destination_output_uri_prefix: str) -> google.cloud.a
output_config = {
'artifact_destination': {
'output_uri_prefix': gcs_destination_output_uri_prefix
}
},
# For information about export formats: https://cloud.google.com/ai-platform-unified/docs/export/export-edge-model#aiplatform_export_model_sample-drest
'export_format_id': 'tf-saved-model'
}

return output_config
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6 changes: 5 additions & 1 deletion samples/snippets/export_model_sample.py
Original file line number Diff line number Diff line change
Expand Up @@ -30,7 +30,11 @@ def export_model_sample(
# This client only needs to be created once, and can be reused for multiple requests.
client = aiplatform.gapic.ModelServiceClient(client_options=client_options)
output_config = {
"artifact_destination": {"output_uri_prefix": gcs_destination_output_uri_prefix}
"artifact_destination": {
"output_uri_prefix": gcs_destination_output_uri_prefix
},
# For information about export formats: https://cloud.google.com/ai-platform-unified/docs/export/export-edge-model#aiplatform_export_model_sample-drest
"export_format_id": "tf-saved-model",
}
name = client.model_path(project=project, location=location, model=model_id)
response = client.export_model(name=name, output_config=output_config)
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47 changes: 47 additions & 0 deletions samples/snippets/export_model_sample_test.py
Original file line number Diff line number Diff line change
@@ -0,0 +1,47 @@
# 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.

import os

import pytest

import export_model_sample

PROJECT_ID = os.getenv("BUILD_SPECIFIC_GCLOUD_PROJECT")
MODEL_ID = (
"3422489426196955136" # permanent_swim_run_videos_action_recognition_edge_model
)
GCS_URI = (
"gs://ucaip-samples-test-output/tmp/export_model_sample"
)


@pytest.fixture(scope="function", autouse=True)
def teardown(storage_client):
yield

bucket = storage_client.get_bucket("ucaip-samples-test-output")
blobs = bucket.list_blobs(prefix="tmp/export_model_sample")
for blob in blobs:
blob.delete()


def test_export_model_sample(capsys):
export_model_sample.export_model_sample(
project=PROJECT_ID,
model_id=MODEL_ID,
gcs_destination_output_uri_prefix=GCS_URI
)
out, _ = capsys.readouterr()
assert "output_info" in out