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- testbed/googleapis__python-aiplatform/samples/generated_samples/aiplatform_v1_generated_pipeline_service_batch_cancel_pipeline_jobs_async.py +57 -0
- testbed/googleapis__python-aiplatform/samples/generated_samples/aiplatform_v1_generated_pipeline_service_batch_cancel_pipeline_jobs_sync.py +57 -0
- testbed/googleapis__python-aiplatform/samples/generated_samples/aiplatform_v1_generated_pipeline_service_batch_delete_pipeline_jobs_async.py +57 -0
- testbed/googleapis__python-aiplatform/samples/generated_samples/aiplatform_v1_generated_pipeline_service_batch_delete_pipeline_jobs_sync.py +57 -0
- testbed/googleapis__python-aiplatform/samples/generated_samples/aiplatform_v1_generated_pipeline_service_cancel_pipeline_job_sync.py +50 -0
- testbed/googleapis__python-aiplatform/samples/generated_samples/aiplatform_v1_generated_pipeline_service_cancel_training_pipeline_async.py +50 -0
- testbed/googleapis__python-aiplatform/samples/generated_samples/aiplatform_v1_generated_pipeline_service_create_pipeline_job_async.py +52 -0
- testbed/googleapis__python-aiplatform/samples/generated_samples/aiplatform_v1_generated_pipeline_service_create_pipeline_job_sync.py +52 -0
- testbed/googleapis__python-aiplatform/samples/generated_samples/aiplatform_v1_generated_pipeline_service_create_training_pipeline_async.py +58 -0
- testbed/googleapis__python-aiplatform/samples/generated_samples/aiplatform_v1_generated_pipeline_service_create_training_pipeline_sync.py +58 -0
- testbed/googleapis__python-aiplatform/samples/generated_samples/aiplatform_v1_generated_pipeline_service_delete_pipeline_job_sync.py +56 -0
- testbed/googleapis__python-aiplatform/samples/generated_samples/aiplatform_v1_generated_pipeline_service_delete_training_pipeline_async.py +56 -0
- testbed/googleapis__python-aiplatform/samples/generated_samples/aiplatform_v1_generated_pipeline_service_delete_training_pipeline_sync.py +56 -0
- testbed/googleapis__python-aiplatform/samples/generated_samples/aiplatform_v1_generated_pipeline_service_get_pipeline_job_async.py +52 -0
- testbed/googleapis__python-aiplatform/samples/generated_samples/aiplatform_v1_generated_pipeline_service_get_pipeline_job_sync.py +52 -0
- testbed/googleapis__python-aiplatform/samples/generated_samples/aiplatform_v1_generated_pipeline_service_get_training_pipeline_async.py +52 -0
- testbed/googleapis__python-aiplatform/samples/generated_samples/aiplatform_v1_generated_pipeline_service_get_training_pipeline_sync.py +52 -0
- testbed/googleapis__python-aiplatform/samples/generated_samples/aiplatform_v1_generated_pipeline_service_list_pipeline_jobs_async.py +53 -0
- testbed/googleapis__python-aiplatform/samples/generated_samples/aiplatform_v1_generated_pipeline_service_list_pipeline_jobs_sync.py +53 -0
- testbed/googleapis__python-aiplatform/samples/generated_samples/aiplatform_v1_generated_pipeline_service_list_training_pipelines_async.py +53 -0
- testbed/googleapis__python-aiplatform/samples/generated_samples/aiplatform_v1_generated_prediction_service_direct_predict_async.py +52 -0
- testbed/googleapis__python-aiplatform/samples/generated_samples/aiplatform_v1_generated_prediction_service_direct_predict_sync.py +52 -0
- testbed/googleapis__python-aiplatform/samples/generated_samples/aiplatform_v1_generated_prediction_service_direct_raw_predict_async.py +52 -0
- testbed/googleapis__python-aiplatform/samples/generated_samples/aiplatform_v1_generated_prediction_service_direct_raw_predict_sync.py +52 -0
- testbed/googleapis__python-aiplatform/samples/generated_samples/aiplatform_v1_generated_prediction_service_explain_async.py +56 -0
- testbed/googleapis__python-aiplatform/samples/generated_samples/aiplatform_v1_generated_prediction_service_explain_sync.py +56 -0
- testbed/googleapis__python-aiplatform/samples/generated_samples/aiplatform_v1_generated_prediction_service_generate_content_async.py +56 -0
- testbed/googleapis__python-aiplatform/samples/generated_samples/aiplatform_v1_generated_prediction_service_generate_content_sync.py +56 -0
- testbed/googleapis__python-aiplatform/samples/generated_samples/aiplatform_v1_generated_prediction_service_predict_async.py +56 -0
- testbed/googleapis__python-aiplatform/samples/generated_samples/aiplatform_v1_generated_prediction_service_predict_sync.py +56 -0
- testbed/googleapis__python-aiplatform/samples/generated_samples/aiplatform_v1_generated_prediction_service_raw_predict_async.py +52 -0
- testbed/googleapis__python-aiplatform/samples/generated_samples/aiplatform_v1_generated_prediction_service_raw_predict_sync.py +52 -0
- testbed/googleapis__python-aiplatform/samples/generated_samples/aiplatform_v1_generated_prediction_service_server_streaming_predict_async.py +53 -0
- testbed/googleapis__python-aiplatform/samples/generated_samples/aiplatform_v1_generated_prediction_service_server_streaming_predict_sync.py +53 -0
- testbed/googleapis__python-aiplatform/samples/generated_samples/aiplatform_v1_generated_prediction_service_stream_direct_predict_async.py +63 -0
- testbed/googleapis__python-aiplatform/samples/generated_samples/aiplatform_v1_generated_prediction_service_stream_direct_predict_sync.py +63 -0
- testbed/googleapis__python-aiplatform/samples/generated_samples/aiplatform_v1_generated_prediction_service_stream_direct_raw_predict_async.py +63 -0
- testbed/googleapis__python-aiplatform/samples/generated_samples/aiplatform_v1_generated_prediction_service_stream_direct_raw_predict_sync.py +63 -0
- testbed/googleapis__python-aiplatform/samples/generated_samples/aiplatform_v1_generated_prediction_service_stream_generate_content_async.py +57 -0
- testbed/googleapis__python-aiplatform/samples/generated_samples/aiplatform_v1_generated_prediction_service_stream_generate_content_sync.py +57 -0
- testbed/googleapis__python-aiplatform/samples/generated_samples/aiplatform_v1_generated_prediction_service_stream_raw_predict_async.py +53 -0
- testbed/googleapis__python-aiplatform/samples/generated_samples/aiplatform_v1_generated_prediction_service_stream_raw_predict_sync.py +53 -0
- testbed/googleapis__python-aiplatform/samples/generated_samples/aiplatform_v1_generated_prediction_service_streaming_predict_async.py +63 -0
- testbed/googleapis__python-aiplatform/samples/generated_samples/aiplatform_v1_generated_prediction_service_streaming_predict_sync.py +63 -0
- testbed/googleapis__python-aiplatform/samples/generated_samples/aiplatform_v1_generated_prediction_service_streaming_raw_predict_async.py +63 -0
- testbed/googleapis__python-aiplatform/samples/generated_samples/aiplatform_v1_generated_prediction_service_streaming_raw_predict_sync.py +63 -0
- testbed/googleapis__python-aiplatform/samples/generated_samples/aiplatform_v1_generated_schedule_service_create_schedule_async.py +59 -0
- testbed/googleapis__python-aiplatform/samples/generated_samples/aiplatform_v1_generated_schedule_service_create_schedule_sync.py +59 -0
- testbed/googleapis__python-aiplatform/samples/generated_samples/aiplatform_v1_generated_schedule_service_delete_schedule_async.py +56 -0
- testbed/googleapis__python-aiplatform/samples/generated_samples/aiplatform_v1_generated_schedule_service_delete_schedule_sync.py +56 -0
testbed/googleapis__python-aiplatform/samples/generated_samples/aiplatform_v1_generated_pipeline_service_batch_cancel_pipeline_jobs_async.py
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| 1 |
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# -*- coding: utf-8 -*-
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| 2 |
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# Copyright 2024 Google LLC
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| 3 |
+
#
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| 4 |
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# Licensed under the Apache License, Version 2.0 (the "License");
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| 5 |
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# you may not use this file except in compliance with the License.
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| 6 |
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# You may obtain a copy of the License at
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| 7 |
+
#
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| 8 |
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# http://www.apache.org/licenses/LICENSE-2.0
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| 9 |
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#
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| 10 |
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# Unless required by applicable law or agreed to in writing, software
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| 11 |
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# distributed under the License is distributed on an "AS IS" BASIS,
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| 12 |
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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| 13 |
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# See the License for the specific language governing permissions and
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| 14 |
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# limitations under the License.
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| 15 |
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#
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| 16 |
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# Generated code. DO NOT EDIT!
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| 17 |
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#
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| 18 |
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# Snippet for BatchCancelPipelineJobs
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| 19 |
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# NOTE: This snippet has been automatically generated for illustrative purposes only.
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| 20 |
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# It may require modifications to work in your environment.
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| 21 |
+
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| 22 |
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# To install the latest published package dependency, execute the following:
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| 23 |
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# python3 -m pip install google-cloud-aiplatform
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| 25 |
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| 26 |
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# [START aiplatform_v1_generated_PipelineService_BatchCancelPipelineJobs_async]
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| 27 |
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# This snippet has been automatically generated and should be regarded as a
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| 28 |
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# code template only.
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| 29 |
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# It will require modifications to work:
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| 30 |
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# - It may require correct/in-range values for request initialization.
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| 31 |
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# - It may require specifying regional endpoints when creating the service
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# client as shown in:
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# https://googleapis.dev/python/google-api-core/latest/client_options.html
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from google.cloud import aiplatform_v1
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| 36 |
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| 37 |
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async def sample_batch_cancel_pipeline_jobs():
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| 38 |
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# Create a client
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| 39 |
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client = aiplatform_v1.PipelineServiceAsyncClient()
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| 41 |
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# Initialize request argument(s)
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| 42 |
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request = aiplatform_v1.BatchCancelPipelineJobsRequest(
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parent="parent_value",
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| 44 |
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names=['names_value1', 'names_value2'],
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| 45 |
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)
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| 46 |
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| 47 |
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# Make the request
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| 48 |
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operation = client.batch_cancel_pipeline_jobs(request=request)
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| 49 |
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| 50 |
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print("Waiting for operation to complete...")
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| 51 |
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| 52 |
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response = (await operation).result()
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| 53 |
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# Handle the response
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| 55 |
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print(response)
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| 56 |
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| 57 |
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# [END aiplatform_v1_generated_PipelineService_BatchCancelPipelineJobs_async]
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testbed/googleapis__python-aiplatform/samples/generated_samples/aiplatform_v1_generated_pipeline_service_batch_cancel_pipeline_jobs_sync.py
ADDED
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| 1 |
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# -*- coding: utf-8 -*-
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| 2 |
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# Copyright 2024 Google LLC
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| 3 |
+
#
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| 4 |
+
# Licensed under the Apache License, Version 2.0 (the "License");
|
| 5 |
+
# you may not use this file except in compliance with the License.
|
| 6 |
+
# You may obtain a copy of the License at
|
| 7 |
+
#
|
| 8 |
+
# http://www.apache.org/licenses/LICENSE-2.0
|
| 9 |
+
#
|
| 10 |
+
# Unless required by applicable law or agreed to in writing, software
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| 11 |
+
# distributed under the License is distributed on an "AS IS" BASIS,
|
| 12 |
+
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
|
| 13 |
+
# See the License for the specific language governing permissions and
|
| 14 |
+
# limitations under the License.
|
| 15 |
+
#
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| 16 |
+
# Generated code. DO NOT EDIT!
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| 17 |
+
#
|
| 18 |
+
# Snippet for BatchCancelPipelineJobs
|
| 19 |
+
# NOTE: This snippet has been automatically generated for illustrative purposes only.
|
| 20 |
+
# It may require modifications to work in your environment.
|
| 21 |
+
|
| 22 |
+
# To install the latest published package dependency, execute the following:
|
| 23 |
+
# python3 -m pip install google-cloud-aiplatform
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| 24 |
+
|
| 25 |
+
|
| 26 |
+
# [START aiplatform_v1_generated_PipelineService_BatchCancelPipelineJobs_sync]
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| 27 |
+
# This snippet has been automatically generated and should be regarded as a
|
| 28 |
+
# code template only.
|
| 29 |
+
# It will require modifications to work:
|
| 30 |
+
# - It may require correct/in-range values for request initialization.
|
| 31 |
+
# - It may require specifying regional endpoints when creating the service
|
| 32 |
+
# client as shown in:
|
| 33 |
+
# https://googleapis.dev/python/google-api-core/latest/client_options.html
|
| 34 |
+
from google.cloud import aiplatform_v1
|
| 35 |
+
|
| 36 |
+
|
| 37 |
+
def sample_batch_cancel_pipeline_jobs():
|
| 38 |
+
# Create a client
|
| 39 |
+
client = aiplatform_v1.PipelineServiceClient()
|
| 40 |
+
|
| 41 |
+
# Initialize request argument(s)
|
| 42 |
+
request = aiplatform_v1.BatchCancelPipelineJobsRequest(
|
| 43 |
+
parent="parent_value",
|
| 44 |
+
names=['names_value1', 'names_value2'],
|
| 45 |
+
)
|
| 46 |
+
|
| 47 |
+
# Make the request
|
| 48 |
+
operation = client.batch_cancel_pipeline_jobs(request=request)
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| 49 |
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|
| 50 |
+
print("Waiting for operation to complete...")
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| 51 |
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| 52 |
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response = operation.result()
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| 53 |
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| 54 |
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# Handle the response
|
| 55 |
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print(response)
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| 56 |
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| 57 |
+
# [END aiplatform_v1_generated_PipelineService_BatchCancelPipelineJobs_sync]
|
testbed/googleapis__python-aiplatform/samples/generated_samples/aiplatform_v1_generated_pipeline_service_batch_delete_pipeline_jobs_async.py
ADDED
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@@ -0,0 +1,57 @@
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| 1 |
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# -*- coding: utf-8 -*-
|
| 2 |
+
# Copyright 2024 Google LLC
|
| 3 |
+
#
|
| 4 |
+
# Licensed under the Apache License, Version 2.0 (the "License");
|
| 5 |
+
# you may not use this file except in compliance with the License.
|
| 6 |
+
# You may obtain a copy of the License at
|
| 7 |
+
#
|
| 8 |
+
# http://www.apache.org/licenses/LICENSE-2.0
|
| 9 |
+
#
|
| 10 |
+
# Unless required by applicable law or agreed to in writing, software
|
| 11 |
+
# distributed under the License is distributed on an "AS IS" BASIS,
|
| 12 |
+
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
|
| 13 |
+
# See the License for the specific language governing permissions and
|
| 14 |
+
# limitations under the License.
|
| 15 |
+
#
|
| 16 |
+
# Generated code. DO NOT EDIT!
|
| 17 |
+
#
|
| 18 |
+
# Snippet for BatchDeletePipelineJobs
|
| 19 |
+
# NOTE: This snippet has been automatically generated for illustrative purposes only.
|
| 20 |
+
# It may require modifications to work in your environment.
|
| 21 |
+
|
| 22 |
+
# To install the latest published package dependency, execute the following:
|
| 23 |
+
# python3 -m pip install google-cloud-aiplatform
|
| 24 |
+
|
| 25 |
+
|
| 26 |
+
# [START aiplatform_v1_generated_PipelineService_BatchDeletePipelineJobs_async]
|
| 27 |
+
# This snippet has been automatically generated and should be regarded as a
|
| 28 |
+
# code template only.
|
| 29 |
+
# It will require modifications to work:
|
| 30 |
+
# - It may require correct/in-range values for request initialization.
|
| 31 |
+
# - It may require specifying regional endpoints when creating the service
|
| 32 |
+
# client as shown in:
|
| 33 |
+
# https://googleapis.dev/python/google-api-core/latest/client_options.html
|
| 34 |
+
from google.cloud import aiplatform_v1
|
| 35 |
+
|
| 36 |
+
|
| 37 |
+
async def sample_batch_delete_pipeline_jobs():
|
| 38 |
+
# Create a client
|
| 39 |
+
client = aiplatform_v1.PipelineServiceAsyncClient()
|
| 40 |
+
|
| 41 |
+
# Initialize request argument(s)
|
| 42 |
+
request = aiplatform_v1.BatchDeletePipelineJobsRequest(
|
| 43 |
+
parent="parent_value",
|
| 44 |
+
names=['names_value1', 'names_value2'],
|
| 45 |
+
)
|
| 46 |
+
|
| 47 |
+
# Make the request
|
| 48 |
+
operation = client.batch_delete_pipeline_jobs(request=request)
|
| 49 |
+
|
| 50 |
+
print("Waiting for operation to complete...")
|
| 51 |
+
|
| 52 |
+
response = (await operation).result()
|
| 53 |
+
|
| 54 |
+
# Handle the response
|
| 55 |
+
print(response)
|
| 56 |
+
|
| 57 |
+
# [END aiplatform_v1_generated_PipelineService_BatchDeletePipelineJobs_async]
|
testbed/googleapis__python-aiplatform/samples/generated_samples/aiplatform_v1_generated_pipeline_service_batch_delete_pipeline_jobs_sync.py
ADDED
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| 1 |
+
# -*- coding: utf-8 -*-
|
| 2 |
+
# Copyright 2024 Google LLC
|
| 3 |
+
#
|
| 4 |
+
# Licensed under the Apache License, Version 2.0 (the "License");
|
| 5 |
+
# you may not use this file except in compliance with the License.
|
| 6 |
+
# You may obtain a copy of the License at
|
| 7 |
+
#
|
| 8 |
+
# http://www.apache.org/licenses/LICENSE-2.0
|
| 9 |
+
#
|
| 10 |
+
# Unless required by applicable law or agreed to in writing, software
|
| 11 |
+
# distributed under the License is distributed on an "AS IS" BASIS,
|
| 12 |
+
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
|
| 13 |
+
# See the License for the specific language governing permissions and
|
| 14 |
+
# limitations under the License.
|
| 15 |
+
#
|
| 16 |
+
# Generated code. DO NOT EDIT!
|
| 17 |
+
#
|
| 18 |
+
# Snippet for BatchDeletePipelineJobs
|
| 19 |
+
# NOTE: This snippet has been automatically generated for illustrative purposes only.
|
| 20 |
+
# It may require modifications to work in your environment.
|
| 21 |
+
|
| 22 |
+
# To install the latest published package dependency, execute the following:
|
| 23 |
+
# python3 -m pip install google-cloud-aiplatform
|
| 24 |
+
|
| 25 |
+
|
| 26 |
+
# [START aiplatform_v1_generated_PipelineService_BatchDeletePipelineJobs_sync]
|
| 27 |
+
# This snippet has been automatically generated and should be regarded as a
|
| 28 |
+
# code template only.
|
| 29 |
+
# It will require modifications to work:
|
| 30 |
+
# - It may require correct/in-range values for request initialization.
|
| 31 |
+
# - It may require specifying regional endpoints when creating the service
|
| 32 |
+
# client as shown in:
|
| 33 |
+
# https://googleapis.dev/python/google-api-core/latest/client_options.html
|
| 34 |
+
from google.cloud import aiplatform_v1
|
| 35 |
+
|
| 36 |
+
|
| 37 |
+
def sample_batch_delete_pipeline_jobs():
|
| 38 |
+
# Create a client
|
| 39 |
+
client = aiplatform_v1.PipelineServiceClient()
|
| 40 |
+
|
| 41 |
+
# Initialize request argument(s)
|
| 42 |
+
request = aiplatform_v1.BatchDeletePipelineJobsRequest(
|
| 43 |
+
parent="parent_value",
|
| 44 |
+
names=['names_value1', 'names_value2'],
|
| 45 |
+
)
|
| 46 |
+
|
| 47 |
+
# Make the request
|
| 48 |
+
operation = client.batch_delete_pipeline_jobs(request=request)
|
| 49 |
+
|
| 50 |
+
print("Waiting for operation to complete...")
|
| 51 |
+
|
| 52 |
+
response = operation.result()
|
| 53 |
+
|
| 54 |
+
# Handle the response
|
| 55 |
+
print(response)
|
| 56 |
+
|
| 57 |
+
# [END aiplatform_v1_generated_PipelineService_BatchDeletePipelineJobs_sync]
|
testbed/googleapis__python-aiplatform/samples/generated_samples/aiplatform_v1_generated_pipeline_service_cancel_pipeline_job_sync.py
ADDED
|
@@ -0,0 +1,50 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
# -*- coding: utf-8 -*-
|
| 2 |
+
# Copyright 2024 Google LLC
|
| 3 |
+
#
|
| 4 |
+
# Licensed under the Apache License, Version 2.0 (the "License");
|
| 5 |
+
# you may not use this file except in compliance with the License.
|
| 6 |
+
# You may obtain a copy of the License at
|
| 7 |
+
#
|
| 8 |
+
# http://www.apache.org/licenses/LICENSE-2.0
|
| 9 |
+
#
|
| 10 |
+
# Unless required by applicable law or agreed to in writing, software
|
| 11 |
+
# distributed under the License is distributed on an "AS IS" BASIS,
|
| 12 |
+
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
|
| 13 |
+
# See the License for the specific language governing permissions and
|
| 14 |
+
# limitations under the License.
|
| 15 |
+
#
|
| 16 |
+
# Generated code. DO NOT EDIT!
|
| 17 |
+
#
|
| 18 |
+
# Snippet for CancelPipelineJob
|
| 19 |
+
# NOTE: This snippet has been automatically generated for illustrative purposes only.
|
| 20 |
+
# It may require modifications to work in your environment.
|
| 21 |
+
|
| 22 |
+
# To install the latest published package dependency, execute the following:
|
| 23 |
+
# python3 -m pip install google-cloud-aiplatform
|
| 24 |
+
|
| 25 |
+
|
| 26 |
+
# [START aiplatform_v1_generated_PipelineService_CancelPipelineJob_sync]
|
| 27 |
+
# This snippet has been automatically generated and should be regarded as a
|
| 28 |
+
# code template only.
|
| 29 |
+
# It will require modifications to work:
|
| 30 |
+
# - It may require correct/in-range values for request initialization.
|
| 31 |
+
# - It may require specifying regional endpoints when creating the service
|
| 32 |
+
# client as shown in:
|
| 33 |
+
# https://googleapis.dev/python/google-api-core/latest/client_options.html
|
| 34 |
+
from google.cloud import aiplatform_v1
|
| 35 |
+
|
| 36 |
+
|
| 37 |
+
def sample_cancel_pipeline_job():
|
| 38 |
+
# Create a client
|
| 39 |
+
client = aiplatform_v1.PipelineServiceClient()
|
| 40 |
+
|
| 41 |
+
# Initialize request argument(s)
|
| 42 |
+
request = aiplatform_v1.CancelPipelineJobRequest(
|
| 43 |
+
name="name_value",
|
| 44 |
+
)
|
| 45 |
+
|
| 46 |
+
# Make the request
|
| 47 |
+
client.cancel_pipeline_job(request=request)
|
| 48 |
+
|
| 49 |
+
|
| 50 |
+
# [END aiplatform_v1_generated_PipelineService_CancelPipelineJob_sync]
|
testbed/googleapis__python-aiplatform/samples/generated_samples/aiplatform_v1_generated_pipeline_service_cancel_training_pipeline_async.py
ADDED
|
@@ -0,0 +1,50 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
# -*- coding: utf-8 -*-
|
| 2 |
+
# Copyright 2024 Google LLC
|
| 3 |
+
#
|
| 4 |
+
# Licensed under the Apache License, Version 2.0 (the "License");
|
| 5 |
+
# you may not use this file except in compliance with the License.
|
| 6 |
+
# You may obtain a copy of the License at
|
| 7 |
+
#
|
| 8 |
+
# http://www.apache.org/licenses/LICENSE-2.0
|
| 9 |
+
#
|
| 10 |
+
# Unless required by applicable law or agreed to in writing, software
|
| 11 |
+
# distributed under the License is distributed on an "AS IS" BASIS,
|
| 12 |
+
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
|
| 13 |
+
# See the License for the specific language governing permissions and
|
| 14 |
+
# limitations under the License.
|
| 15 |
+
#
|
| 16 |
+
# Generated code. DO NOT EDIT!
|
| 17 |
+
#
|
| 18 |
+
# Snippet for CancelTrainingPipeline
|
| 19 |
+
# NOTE: This snippet has been automatically generated for illustrative purposes only.
|
| 20 |
+
# It may require modifications to work in your environment.
|
| 21 |
+
|
| 22 |
+
# To install the latest published package dependency, execute the following:
|
| 23 |
+
# python3 -m pip install google-cloud-aiplatform
|
| 24 |
+
|
| 25 |
+
|
| 26 |
+
# [START aiplatform_v1_generated_PipelineService_CancelTrainingPipeline_async]
|
| 27 |
+
# This snippet has been automatically generated and should be regarded as a
|
| 28 |
+
# code template only.
|
| 29 |
+
# It will require modifications to work:
|
| 30 |
+
# - It may require correct/in-range values for request initialization.
|
| 31 |
+
# - It may require specifying regional endpoints when creating the service
|
| 32 |
+
# client as shown in:
|
| 33 |
+
# https://googleapis.dev/python/google-api-core/latest/client_options.html
|
| 34 |
+
from google.cloud import aiplatform_v1
|
| 35 |
+
|
| 36 |
+
|
| 37 |
+
async def sample_cancel_training_pipeline():
|
| 38 |
+
# Create a client
|
| 39 |
+
client = aiplatform_v1.PipelineServiceAsyncClient()
|
| 40 |
+
|
| 41 |
+
# Initialize request argument(s)
|
| 42 |
+
request = aiplatform_v1.CancelTrainingPipelineRequest(
|
| 43 |
+
name="name_value",
|
| 44 |
+
)
|
| 45 |
+
|
| 46 |
+
# Make the request
|
| 47 |
+
await client.cancel_training_pipeline(request=request)
|
| 48 |
+
|
| 49 |
+
|
| 50 |
+
# [END aiplatform_v1_generated_PipelineService_CancelTrainingPipeline_async]
|
testbed/googleapis__python-aiplatform/samples/generated_samples/aiplatform_v1_generated_pipeline_service_create_pipeline_job_async.py
ADDED
|
@@ -0,0 +1,52 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
# -*- coding: utf-8 -*-
|
| 2 |
+
# Copyright 2024 Google LLC
|
| 3 |
+
#
|
| 4 |
+
# Licensed under the Apache License, Version 2.0 (the "License");
|
| 5 |
+
# you may not use this file except in compliance with the License.
|
| 6 |
+
# You may obtain a copy of the License at
|
| 7 |
+
#
|
| 8 |
+
# http://www.apache.org/licenses/LICENSE-2.0
|
| 9 |
+
#
|
| 10 |
+
# Unless required by applicable law or agreed to in writing, software
|
| 11 |
+
# distributed under the License is distributed on an "AS IS" BASIS,
|
| 12 |
+
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
|
| 13 |
+
# See the License for the specific language governing permissions and
|
| 14 |
+
# limitations under the License.
|
| 15 |
+
#
|
| 16 |
+
# Generated code. DO NOT EDIT!
|
| 17 |
+
#
|
| 18 |
+
# Snippet for CreatePipelineJob
|
| 19 |
+
# NOTE: This snippet has been automatically generated for illustrative purposes only.
|
| 20 |
+
# It may require modifications to work in your environment.
|
| 21 |
+
|
| 22 |
+
# To install the latest published package dependency, execute the following:
|
| 23 |
+
# python3 -m pip install google-cloud-aiplatform
|
| 24 |
+
|
| 25 |
+
|
| 26 |
+
# [START aiplatform_v1_generated_PipelineService_CreatePipelineJob_async]
|
| 27 |
+
# This snippet has been automatically generated and should be regarded as a
|
| 28 |
+
# code template only.
|
| 29 |
+
# It will require modifications to work:
|
| 30 |
+
# - It may require correct/in-range values for request initialization.
|
| 31 |
+
# - It may require specifying regional endpoints when creating the service
|
| 32 |
+
# client as shown in:
|
| 33 |
+
# https://googleapis.dev/python/google-api-core/latest/client_options.html
|
| 34 |
+
from google.cloud import aiplatform_v1
|
| 35 |
+
|
| 36 |
+
|
| 37 |
+
async def sample_create_pipeline_job():
|
| 38 |
+
# Create a client
|
| 39 |
+
client = aiplatform_v1.PipelineServiceAsyncClient()
|
| 40 |
+
|
| 41 |
+
# Initialize request argument(s)
|
| 42 |
+
request = aiplatform_v1.CreatePipelineJobRequest(
|
| 43 |
+
parent="parent_value",
|
| 44 |
+
)
|
| 45 |
+
|
| 46 |
+
# Make the request
|
| 47 |
+
response = await client.create_pipeline_job(request=request)
|
| 48 |
+
|
| 49 |
+
# Handle the response
|
| 50 |
+
print(response)
|
| 51 |
+
|
| 52 |
+
# [END aiplatform_v1_generated_PipelineService_CreatePipelineJob_async]
|
testbed/googleapis__python-aiplatform/samples/generated_samples/aiplatform_v1_generated_pipeline_service_create_pipeline_job_sync.py
ADDED
|
@@ -0,0 +1,52 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
# -*- coding: utf-8 -*-
|
| 2 |
+
# Copyright 2024 Google LLC
|
| 3 |
+
#
|
| 4 |
+
# Licensed under the Apache License, Version 2.0 (the "License");
|
| 5 |
+
# you may not use this file except in compliance with the License.
|
| 6 |
+
# You may obtain a copy of the License at
|
| 7 |
+
#
|
| 8 |
+
# http://www.apache.org/licenses/LICENSE-2.0
|
| 9 |
+
#
|
| 10 |
+
# Unless required by applicable law or agreed to in writing, software
|
| 11 |
+
# distributed under the License is distributed on an "AS IS" BASIS,
|
| 12 |
+
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
|
| 13 |
+
# See the License for the specific language governing permissions and
|
| 14 |
+
# limitations under the License.
|
| 15 |
+
#
|
| 16 |
+
# Generated code. DO NOT EDIT!
|
| 17 |
+
#
|
| 18 |
+
# Snippet for CreatePipelineJob
|
| 19 |
+
# NOTE: This snippet has been automatically generated for illustrative purposes only.
|
| 20 |
+
# It may require modifications to work in your environment.
|
| 21 |
+
|
| 22 |
+
# To install the latest published package dependency, execute the following:
|
| 23 |
+
# python3 -m pip install google-cloud-aiplatform
|
| 24 |
+
|
| 25 |
+
|
| 26 |
+
# [START aiplatform_v1_generated_PipelineService_CreatePipelineJob_sync]
|
| 27 |
+
# This snippet has been automatically generated and should be regarded as a
|
| 28 |
+
# code template only.
|
| 29 |
+
# It will require modifications to work:
|
| 30 |
+
# - It may require correct/in-range values for request initialization.
|
| 31 |
+
# - It may require specifying regional endpoints when creating the service
|
| 32 |
+
# client as shown in:
|
| 33 |
+
# https://googleapis.dev/python/google-api-core/latest/client_options.html
|
| 34 |
+
from google.cloud import aiplatform_v1
|
| 35 |
+
|
| 36 |
+
|
| 37 |
+
def sample_create_pipeline_job():
|
| 38 |
+
# Create a client
|
| 39 |
+
client = aiplatform_v1.PipelineServiceClient()
|
| 40 |
+
|
| 41 |
+
# Initialize request argument(s)
|
| 42 |
+
request = aiplatform_v1.CreatePipelineJobRequest(
|
| 43 |
+
parent="parent_value",
|
| 44 |
+
)
|
| 45 |
+
|
| 46 |
+
# Make the request
|
| 47 |
+
response = client.create_pipeline_job(request=request)
|
| 48 |
+
|
| 49 |
+
# Handle the response
|
| 50 |
+
print(response)
|
| 51 |
+
|
| 52 |
+
# [END aiplatform_v1_generated_PipelineService_CreatePipelineJob_sync]
|
testbed/googleapis__python-aiplatform/samples/generated_samples/aiplatform_v1_generated_pipeline_service_create_training_pipeline_async.py
ADDED
|
@@ -0,0 +1,58 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
# -*- coding: utf-8 -*-
|
| 2 |
+
# Copyright 2024 Google LLC
|
| 3 |
+
#
|
| 4 |
+
# Licensed under the Apache License, Version 2.0 (the "License");
|
| 5 |
+
# you may not use this file except in compliance with the License.
|
| 6 |
+
# You may obtain a copy of the License at
|
| 7 |
+
#
|
| 8 |
+
# http://www.apache.org/licenses/LICENSE-2.0
|
| 9 |
+
#
|
| 10 |
+
# Unless required by applicable law or agreed to in writing, software
|
| 11 |
+
# distributed under the License is distributed on an "AS IS" BASIS,
|
| 12 |
+
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
|
| 13 |
+
# See the License for the specific language governing permissions and
|
| 14 |
+
# limitations under the License.
|
| 15 |
+
#
|
| 16 |
+
# Generated code. DO NOT EDIT!
|
| 17 |
+
#
|
| 18 |
+
# Snippet for CreateTrainingPipeline
|
| 19 |
+
# NOTE: This snippet has been automatically generated for illustrative purposes only.
|
| 20 |
+
# It may require modifications to work in your environment.
|
| 21 |
+
|
| 22 |
+
# To install the latest published package dependency, execute the following:
|
| 23 |
+
# python3 -m pip install google-cloud-aiplatform
|
| 24 |
+
|
| 25 |
+
|
| 26 |
+
# [START aiplatform_v1_generated_PipelineService_CreateTrainingPipeline_async]
|
| 27 |
+
# This snippet has been automatically generated and should be regarded as a
|
| 28 |
+
# code template only.
|
| 29 |
+
# It will require modifications to work:
|
| 30 |
+
# - It may require correct/in-range values for request initialization.
|
| 31 |
+
# - It may require specifying regional endpoints when creating the service
|
| 32 |
+
# client as shown in:
|
| 33 |
+
# https://googleapis.dev/python/google-api-core/latest/client_options.html
|
| 34 |
+
from google.cloud import aiplatform_v1
|
| 35 |
+
|
| 36 |
+
|
| 37 |
+
async def sample_create_training_pipeline():
|
| 38 |
+
# Create a client
|
| 39 |
+
client = aiplatform_v1.PipelineServiceAsyncClient()
|
| 40 |
+
|
| 41 |
+
# Initialize request argument(s)
|
| 42 |
+
training_pipeline = aiplatform_v1.TrainingPipeline()
|
| 43 |
+
training_pipeline.display_name = "display_name_value"
|
| 44 |
+
training_pipeline.training_task_definition = "training_task_definition_value"
|
| 45 |
+
training_pipeline.training_task_inputs.null_value = "NULL_VALUE"
|
| 46 |
+
|
| 47 |
+
request = aiplatform_v1.CreateTrainingPipelineRequest(
|
| 48 |
+
parent="parent_value",
|
| 49 |
+
training_pipeline=training_pipeline,
|
| 50 |
+
)
|
| 51 |
+
|
| 52 |
+
# Make the request
|
| 53 |
+
response = await client.create_training_pipeline(request=request)
|
| 54 |
+
|
| 55 |
+
# Handle the response
|
| 56 |
+
print(response)
|
| 57 |
+
|
| 58 |
+
# [END aiplatform_v1_generated_PipelineService_CreateTrainingPipeline_async]
|
testbed/googleapis__python-aiplatform/samples/generated_samples/aiplatform_v1_generated_pipeline_service_create_training_pipeline_sync.py
ADDED
|
@@ -0,0 +1,58 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
# -*- coding: utf-8 -*-
|
| 2 |
+
# Copyright 2024 Google LLC
|
| 3 |
+
#
|
| 4 |
+
# Licensed under the Apache License, Version 2.0 (the "License");
|
| 5 |
+
# you may not use this file except in compliance with the License.
|
| 6 |
+
# You may obtain a copy of the License at
|
| 7 |
+
#
|
| 8 |
+
# http://www.apache.org/licenses/LICENSE-2.0
|
| 9 |
+
#
|
| 10 |
+
# Unless required by applicable law or agreed to in writing, software
|
| 11 |
+
# distributed under the License is distributed on an "AS IS" BASIS,
|
| 12 |
+
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
|
| 13 |
+
# See the License for the specific language governing permissions and
|
| 14 |
+
# limitations under the License.
|
| 15 |
+
#
|
| 16 |
+
# Generated code. DO NOT EDIT!
|
| 17 |
+
#
|
| 18 |
+
# Snippet for CreateTrainingPipeline
|
| 19 |
+
# NOTE: This snippet has been automatically generated for illustrative purposes only.
|
| 20 |
+
# It may require modifications to work in your environment.
|
| 21 |
+
|
| 22 |
+
# To install the latest published package dependency, execute the following:
|
| 23 |
+
# python3 -m pip install google-cloud-aiplatform
|
| 24 |
+
|
| 25 |
+
|
| 26 |
+
# [START aiplatform_v1_generated_PipelineService_CreateTrainingPipeline_sync]
|
| 27 |
+
# This snippet has been automatically generated and should be regarded as a
|
| 28 |
+
# code template only.
|
| 29 |
+
# It will require modifications to work:
|
| 30 |
+
# - It may require correct/in-range values for request initialization.
|
| 31 |
+
# - It may require specifying regional endpoints when creating the service
|
| 32 |
+
# client as shown in:
|
| 33 |
+
# https://googleapis.dev/python/google-api-core/latest/client_options.html
|
| 34 |
+
from google.cloud import aiplatform_v1
|
| 35 |
+
|
| 36 |
+
|
| 37 |
+
def sample_create_training_pipeline():
|
| 38 |
+
# Create a client
|
| 39 |
+
client = aiplatform_v1.PipelineServiceClient()
|
| 40 |
+
|
| 41 |
+
# Initialize request argument(s)
|
| 42 |
+
training_pipeline = aiplatform_v1.TrainingPipeline()
|
| 43 |
+
training_pipeline.display_name = "display_name_value"
|
| 44 |
+
training_pipeline.training_task_definition = "training_task_definition_value"
|
| 45 |
+
training_pipeline.training_task_inputs.null_value = "NULL_VALUE"
|
| 46 |
+
|
| 47 |
+
request = aiplatform_v1.CreateTrainingPipelineRequest(
|
| 48 |
+
parent="parent_value",
|
| 49 |
+
training_pipeline=training_pipeline,
|
| 50 |
+
)
|
| 51 |
+
|
| 52 |
+
# Make the request
|
| 53 |
+
response = client.create_training_pipeline(request=request)
|
| 54 |
+
|
| 55 |
+
# Handle the response
|
| 56 |
+
print(response)
|
| 57 |
+
|
| 58 |
+
# [END aiplatform_v1_generated_PipelineService_CreateTrainingPipeline_sync]
|
testbed/googleapis__python-aiplatform/samples/generated_samples/aiplatform_v1_generated_pipeline_service_delete_pipeline_job_sync.py
ADDED
|
@@ -0,0 +1,56 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
# -*- coding: utf-8 -*-
|
| 2 |
+
# Copyright 2024 Google LLC
|
| 3 |
+
#
|
| 4 |
+
# Licensed under the Apache License, Version 2.0 (the "License");
|
| 5 |
+
# you may not use this file except in compliance with the License.
|
| 6 |
+
# You may obtain a copy of the License at
|
| 7 |
+
#
|
| 8 |
+
# http://www.apache.org/licenses/LICENSE-2.0
|
| 9 |
+
#
|
| 10 |
+
# Unless required by applicable law or agreed to in writing, software
|
| 11 |
+
# distributed under the License is distributed on an "AS IS" BASIS,
|
| 12 |
+
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
|
| 13 |
+
# See the License for the specific language governing permissions and
|
| 14 |
+
# limitations under the License.
|
| 15 |
+
#
|
| 16 |
+
# Generated code. DO NOT EDIT!
|
| 17 |
+
#
|
| 18 |
+
# Snippet for DeletePipelineJob
|
| 19 |
+
# NOTE: This snippet has been automatically generated for illustrative purposes only.
|
| 20 |
+
# It may require modifications to work in your environment.
|
| 21 |
+
|
| 22 |
+
# To install the latest published package dependency, execute the following:
|
| 23 |
+
# python3 -m pip install google-cloud-aiplatform
|
| 24 |
+
|
| 25 |
+
|
| 26 |
+
# [START aiplatform_v1_generated_PipelineService_DeletePipelineJob_sync]
|
| 27 |
+
# This snippet has been automatically generated and should be regarded as a
|
| 28 |
+
# code template only.
|
| 29 |
+
# It will require modifications to work:
|
| 30 |
+
# - It may require correct/in-range values for request initialization.
|
| 31 |
+
# - It may require specifying regional endpoints when creating the service
|
| 32 |
+
# client as shown in:
|
| 33 |
+
# https://googleapis.dev/python/google-api-core/latest/client_options.html
|
| 34 |
+
from google.cloud import aiplatform_v1
|
| 35 |
+
|
| 36 |
+
|
| 37 |
+
def sample_delete_pipeline_job():
|
| 38 |
+
# Create a client
|
| 39 |
+
client = aiplatform_v1.PipelineServiceClient()
|
| 40 |
+
|
| 41 |
+
# Initialize request argument(s)
|
| 42 |
+
request = aiplatform_v1.DeletePipelineJobRequest(
|
| 43 |
+
name="name_value",
|
| 44 |
+
)
|
| 45 |
+
|
| 46 |
+
# Make the request
|
| 47 |
+
operation = client.delete_pipeline_job(request=request)
|
| 48 |
+
|
| 49 |
+
print("Waiting for operation to complete...")
|
| 50 |
+
|
| 51 |
+
response = operation.result()
|
| 52 |
+
|
| 53 |
+
# Handle the response
|
| 54 |
+
print(response)
|
| 55 |
+
|
| 56 |
+
# [END aiplatform_v1_generated_PipelineService_DeletePipelineJob_sync]
|
testbed/googleapis__python-aiplatform/samples/generated_samples/aiplatform_v1_generated_pipeline_service_delete_training_pipeline_async.py
ADDED
|
@@ -0,0 +1,56 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
# -*- coding: utf-8 -*-
|
| 2 |
+
# Copyright 2024 Google LLC
|
| 3 |
+
#
|
| 4 |
+
# Licensed under the Apache License, Version 2.0 (the "License");
|
| 5 |
+
# you may not use this file except in compliance with the License.
|
| 6 |
+
# You may obtain a copy of the License at
|
| 7 |
+
#
|
| 8 |
+
# http://www.apache.org/licenses/LICENSE-2.0
|
| 9 |
+
#
|
| 10 |
+
# Unless required by applicable law or agreed to in writing, software
|
| 11 |
+
# distributed under the License is distributed on an "AS IS" BASIS,
|
| 12 |
+
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
|
| 13 |
+
# See the License for the specific language governing permissions and
|
| 14 |
+
# limitations under the License.
|
| 15 |
+
#
|
| 16 |
+
# Generated code. DO NOT EDIT!
|
| 17 |
+
#
|
| 18 |
+
# Snippet for DeleteTrainingPipeline
|
| 19 |
+
# NOTE: This snippet has been automatically generated for illustrative purposes only.
|
| 20 |
+
# It may require modifications to work in your environment.
|
| 21 |
+
|
| 22 |
+
# To install the latest published package dependency, execute the following:
|
| 23 |
+
# python3 -m pip install google-cloud-aiplatform
|
| 24 |
+
|
| 25 |
+
|
| 26 |
+
# [START aiplatform_v1_generated_PipelineService_DeleteTrainingPipeline_async]
|
| 27 |
+
# This snippet has been automatically generated and should be regarded as a
|
| 28 |
+
# code template only.
|
| 29 |
+
# It will require modifications to work:
|
| 30 |
+
# - It may require correct/in-range values for request initialization.
|
| 31 |
+
# - It may require specifying regional endpoints when creating the service
|
| 32 |
+
# client as shown in:
|
| 33 |
+
# https://googleapis.dev/python/google-api-core/latest/client_options.html
|
| 34 |
+
from google.cloud import aiplatform_v1
|
| 35 |
+
|
| 36 |
+
|
| 37 |
+
async def sample_delete_training_pipeline():
|
| 38 |
+
# Create a client
|
| 39 |
+
client = aiplatform_v1.PipelineServiceAsyncClient()
|
| 40 |
+
|
| 41 |
+
# Initialize request argument(s)
|
| 42 |
+
request = aiplatform_v1.DeleteTrainingPipelineRequest(
|
| 43 |
+
name="name_value",
|
| 44 |
+
)
|
| 45 |
+
|
| 46 |
+
# Make the request
|
| 47 |
+
operation = client.delete_training_pipeline(request=request)
|
| 48 |
+
|
| 49 |
+
print("Waiting for operation to complete...")
|
| 50 |
+
|
| 51 |
+
response = (await operation).result()
|
| 52 |
+
|
| 53 |
+
# Handle the response
|
| 54 |
+
print(response)
|
| 55 |
+
|
| 56 |
+
# [END aiplatform_v1_generated_PipelineService_DeleteTrainingPipeline_async]
|
testbed/googleapis__python-aiplatform/samples/generated_samples/aiplatform_v1_generated_pipeline_service_delete_training_pipeline_sync.py
ADDED
|
@@ -0,0 +1,56 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
# -*- coding: utf-8 -*-
|
| 2 |
+
# Copyright 2024 Google LLC
|
| 3 |
+
#
|
| 4 |
+
# Licensed under the Apache License, Version 2.0 (the "License");
|
| 5 |
+
# you may not use this file except in compliance with the License.
|
| 6 |
+
# You may obtain a copy of the License at
|
| 7 |
+
#
|
| 8 |
+
# http://www.apache.org/licenses/LICENSE-2.0
|
| 9 |
+
#
|
| 10 |
+
# Unless required by applicable law or agreed to in writing, software
|
| 11 |
+
# distributed under the License is distributed on an "AS IS" BASIS,
|
| 12 |
+
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
|
| 13 |
+
# See the License for the specific language governing permissions and
|
| 14 |
+
# limitations under the License.
|
| 15 |
+
#
|
| 16 |
+
# Generated code. DO NOT EDIT!
|
| 17 |
+
#
|
| 18 |
+
# Snippet for DeleteTrainingPipeline
|
| 19 |
+
# NOTE: This snippet has been automatically generated for illustrative purposes only.
|
| 20 |
+
# It may require modifications to work in your environment.
|
| 21 |
+
|
| 22 |
+
# To install the latest published package dependency, execute the following:
|
| 23 |
+
# python3 -m pip install google-cloud-aiplatform
|
| 24 |
+
|
| 25 |
+
|
| 26 |
+
# [START aiplatform_v1_generated_PipelineService_DeleteTrainingPipeline_sync]
|
| 27 |
+
# This snippet has been automatically generated and should be regarded as a
|
| 28 |
+
# code template only.
|
| 29 |
+
# It will require modifications to work:
|
| 30 |
+
# - It may require correct/in-range values for request initialization.
|
| 31 |
+
# - It may require specifying regional endpoints when creating the service
|
| 32 |
+
# client as shown in:
|
| 33 |
+
# https://googleapis.dev/python/google-api-core/latest/client_options.html
|
| 34 |
+
from google.cloud import aiplatform_v1
|
| 35 |
+
|
| 36 |
+
|
| 37 |
+
def sample_delete_training_pipeline():
|
| 38 |
+
# Create a client
|
| 39 |
+
client = aiplatform_v1.PipelineServiceClient()
|
| 40 |
+
|
| 41 |
+
# Initialize request argument(s)
|
| 42 |
+
request = aiplatform_v1.DeleteTrainingPipelineRequest(
|
| 43 |
+
name="name_value",
|
| 44 |
+
)
|
| 45 |
+
|
| 46 |
+
# Make the request
|
| 47 |
+
operation = client.delete_training_pipeline(request=request)
|
| 48 |
+
|
| 49 |
+
print("Waiting for operation to complete...")
|
| 50 |
+
|
| 51 |
+
response = operation.result()
|
| 52 |
+
|
| 53 |
+
# Handle the response
|
| 54 |
+
print(response)
|
| 55 |
+
|
| 56 |
+
# [END aiplatform_v1_generated_PipelineService_DeleteTrainingPipeline_sync]
|
testbed/googleapis__python-aiplatform/samples/generated_samples/aiplatform_v1_generated_pipeline_service_get_pipeline_job_async.py
ADDED
|
@@ -0,0 +1,52 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
# -*- coding: utf-8 -*-
|
| 2 |
+
# Copyright 2024 Google LLC
|
| 3 |
+
#
|
| 4 |
+
# Licensed under the Apache License, Version 2.0 (the "License");
|
| 5 |
+
# you may not use this file except in compliance with the License.
|
| 6 |
+
# You may obtain a copy of the License at
|
| 7 |
+
#
|
| 8 |
+
# http://www.apache.org/licenses/LICENSE-2.0
|
| 9 |
+
#
|
| 10 |
+
# Unless required by applicable law or agreed to in writing, software
|
| 11 |
+
# distributed under the License is distributed on an "AS IS" BASIS,
|
| 12 |
+
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
|
| 13 |
+
# See the License for the specific language governing permissions and
|
| 14 |
+
# limitations under the License.
|
| 15 |
+
#
|
| 16 |
+
# Generated code. DO NOT EDIT!
|
| 17 |
+
#
|
| 18 |
+
# Snippet for GetPipelineJob
|
| 19 |
+
# NOTE: This snippet has been automatically generated for illustrative purposes only.
|
| 20 |
+
# It may require modifications to work in your environment.
|
| 21 |
+
|
| 22 |
+
# To install the latest published package dependency, execute the following:
|
| 23 |
+
# python3 -m pip install google-cloud-aiplatform
|
| 24 |
+
|
| 25 |
+
|
| 26 |
+
# [START aiplatform_v1_generated_PipelineService_GetPipelineJob_async]
|
| 27 |
+
# This snippet has been automatically generated and should be regarded as a
|
| 28 |
+
# code template only.
|
| 29 |
+
# It will require modifications to work:
|
| 30 |
+
# - It may require correct/in-range values for request initialization.
|
| 31 |
+
# - It may require specifying regional endpoints when creating the service
|
| 32 |
+
# client as shown in:
|
| 33 |
+
# https://googleapis.dev/python/google-api-core/latest/client_options.html
|
| 34 |
+
from google.cloud import aiplatform_v1
|
| 35 |
+
|
| 36 |
+
|
| 37 |
+
async def sample_get_pipeline_job():
|
| 38 |
+
# Create a client
|
| 39 |
+
client = aiplatform_v1.PipelineServiceAsyncClient()
|
| 40 |
+
|
| 41 |
+
# Initialize request argument(s)
|
| 42 |
+
request = aiplatform_v1.GetPipelineJobRequest(
|
| 43 |
+
name="name_value",
|
| 44 |
+
)
|
| 45 |
+
|
| 46 |
+
# Make the request
|
| 47 |
+
response = await client.get_pipeline_job(request=request)
|
| 48 |
+
|
| 49 |
+
# Handle the response
|
| 50 |
+
print(response)
|
| 51 |
+
|
| 52 |
+
# [END aiplatform_v1_generated_PipelineService_GetPipelineJob_async]
|
testbed/googleapis__python-aiplatform/samples/generated_samples/aiplatform_v1_generated_pipeline_service_get_pipeline_job_sync.py
ADDED
|
@@ -0,0 +1,52 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
# -*- coding: utf-8 -*-
|
| 2 |
+
# Copyright 2024 Google LLC
|
| 3 |
+
#
|
| 4 |
+
# Licensed under the Apache License, Version 2.0 (the "License");
|
| 5 |
+
# you may not use this file except in compliance with the License.
|
| 6 |
+
# You may obtain a copy of the License at
|
| 7 |
+
#
|
| 8 |
+
# http://www.apache.org/licenses/LICENSE-2.0
|
| 9 |
+
#
|
| 10 |
+
# Unless required by applicable law or agreed to in writing, software
|
| 11 |
+
# distributed under the License is distributed on an "AS IS" BASIS,
|
| 12 |
+
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
|
| 13 |
+
# See the License for the specific language governing permissions and
|
| 14 |
+
# limitations under the License.
|
| 15 |
+
#
|
| 16 |
+
# Generated code. DO NOT EDIT!
|
| 17 |
+
#
|
| 18 |
+
# Snippet for GetPipelineJob
|
| 19 |
+
# NOTE: This snippet has been automatically generated for illustrative purposes only.
|
| 20 |
+
# It may require modifications to work in your environment.
|
| 21 |
+
|
| 22 |
+
# To install the latest published package dependency, execute the following:
|
| 23 |
+
# python3 -m pip install google-cloud-aiplatform
|
| 24 |
+
|
| 25 |
+
|
| 26 |
+
# [START aiplatform_v1_generated_PipelineService_GetPipelineJob_sync]
|
| 27 |
+
# This snippet has been automatically generated and should be regarded as a
|
| 28 |
+
# code template only.
|
| 29 |
+
# It will require modifications to work:
|
| 30 |
+
# - It may require correct/in-range values for request initialization.
|
| 31 |
+
# - It may require specifying regional endpoints when creating the service
|
| 32 |
+
# client as shown in:
|
| 33 |
+
# https://googleapis.dev/python/google-api-core/latest/client_options.html
|
| 34 |
+
from google.cloud import aiplatform_v1
|
| 35 |
+
|
| 36 |
+
|
| 37 |
+
def sample_get_pipeline_job():
|
| 38 |
+
# Create a client
|
| 39 |
+
client = aiplatform_v1.PipelineServiceClient()
|
| 40 |
+
|
| 41 |
+
# Initialize request argument(s)
|
| 42 |
+
request = aiplatform_v1.GetPipelineJobRequest(
|
| 43 |
+
name="name_value",
|
| 44 |
+
)
|
| 45 |
+
|
| 46 |
+
# Make the request
|
| 47 |
+
response = client.get_pipeline_job(request=request)
|
| 48 |
+
|
| 49 |
+
# Handle the response
|
| 50 |
+
print(response)
|
| 51 |
+
|
| 52 |
+
# [END aiplatform_v1_generated_PipelineService_GetPipelineJob_sync]
|
testbed/googleapis__python-aiplatform/samples/generated_samples/aiplatform_v1_generated_pipeline_service_get_training_pipeline_async.py
ADDED
|
@@ -0,0 +1,52 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
# -*- coding: utf-8 -*-
|
| 2 |
+
# Copyright 2024 Google LLC
|
| 3 |
+
#
|
| 4 |
+
# Licensed under the Apache License, Version 2.0 (the "License");
|
| 5 |
+
# you may not use this file except in compliance with the License.
|
| 6 |
+
# You may obtain a copy of the License at
|
| 7 |
+
#
|
| 8 |
+
# http://www.apache.org/licenses/LICENSE-2.0
|
| 9 |
+
#
|
| 10 |
+
# Unless required by applicable law or agreed to in writing, software
|
| 11 |
+
# distributed under the License is distributed on an "AS IS" BASIS,
|
| 12 |
+
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
|
| 13 |
+
# See the License for the specific language governing permissions and
|
| 14 |
+
# limitations under the License.
|
| 15 |
+
#
|
| 16 |
+
# Generated code. DO NOT EDIT!
|
| 17 |
+
#
|
| 18 |
+
# Snippet for GetTrainingPipeline
|
| 19 |
+
# NOTE: This snippet has been automatically generated for illustrative purposes only.
|
| 20 |
+
# It may require modifications to work in your environment.
|
| 21 |
+
|
| 22 |
+
# To install the latest published package dependency, execute the following:
|
| 23 |
+
# python3 -m pip install google-cloud-aiplatform
|
| 24 |
+
|
| 25 |
+
|
| 26 |
+
# [START aiplatform_v1_generated_PipelineService_GetTrainingPipeline_async]
|
| 27 |
+
# This snippet has been automatically generated and should be regarded as a
|
| 28 |
+
# code template only.
|
| 29 |
+
# It will require modifications to work:
|
| 30 |
+
# - It may require correct/in-range values for request initialization.
|
| 31 |
+
# - It may require specifying regional endpoints when creating the service
|
| 32 |
+
# client as shown in:
|
| 33 |
+
# https://googleapis.dev/python/google-api-core/latest/client_options.html
|
| 34 |
+
from google.cloud import aiplatform_v1
|
| 35 |
+
|
| 36 |
+
|
| 37 |
+
async def sample_get_training_pipeline():
|
| 38 |
+
# Create a client
|
| 39 |
+
client = aiplatform_v1.PipelineServiceAsyncClient()
|
| 40 |
+
|
| 41 |
+
# Initialize request argument(s)
|
| 42 |
+
request = aiplatform_v1.GetTrainingPipelineRequest(
|
| 43 |
+
name="name_value",
|
| 44 |
+
)
|
| 45 |
+
|
| 46 |
+
# Make the request
|
| 47 |
+
response = await client.get_training_pipeline(request=request)
|
| 48 |
+
|
| 49 |
+
# Handle the response
|
| 50 |
+
print(response)
|
| 51 |
+
|
| 52 |
+
# [END aiplatform_v1_generated_PipelineService_GetTrainingPipeline_async]
|
testbed/googleapis__python-aiplatform/samples/generated_samples/aiplatform_v1_generated_pipeline_service_get_training_pipeline_sync.py
ADDED
|
@@ -0,0 +1,52 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
# -*- coding: utf-8 -*-
|
| 2 |
+
# Copyright 2024 Google LLC
|
| 3 |
+
#
|
| 4 |
+
# Licensed under the Apache License, Version 2.0 (the "License");
|
| 5 |
+
# you may not use this file except in compliance with the License.
|
| 6 |
+
# You may obtain a copy of the License at
|
| 7 |
+
#
|
| 8 |
+
# http://www.apache.org/licenses/LICENSE-2.0
|
| 9 |
+
#
|
| 10 |
+
# Unless required by applicable law or agreed to in writing, software
|
| 11 |
+
# distributed under the License is distributed on an "AS IS" BASIS,
|
| 12 |
+
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
|
| 13 |
+
# See the License for the specific language governing permissions and
|
| 14 |
+
# limitations under the License.
|
| 15 |
+
#
|
| 16 |
+
# Generated code. DO NOT EDIT!
|
| 17 |
+
#
|
| 18 |
+
# Snippet for GetTrainingPipeline
|
| 19 |
+
# NOTE: This snippet has been automatically generated for illustrative purposes only.
|
| 20 |
+
# It may require modifications to work in your environment.
|
| 21 |
+
|
| 22 |
+
# To install the latest published package dependency, execute the following:
|
| 23 |
+
# python3 -m pip install google-cloud-aiplatform
|
| 24 |
+
|
| 25 |
+
|
| 26 |
+
# [START aiplatform_v1_generated_PipelineService_GetTrainingPipeline_sync]
|
| 27 |
+
# This snippet has been automatically generated and should be regarded as a
|
| 28 |
+
# code template only.
|
| 29 |
+
# It will require modifications to work:
|
| 30 |
+
# - It may require correct/in-range values for request initialization.
|
| 31 |
+
# - It may require specifying regional endpoints when creating the service
|
| 32 |
+
# client as shown in:
|
| 33 |
+
# https://googleapis.dev/python/google-api-core/latest/client_options.html
|
| 34 |
+
from google.cloud import aiplatform_v1
|
| 35 |
+
|
| 36 |
+
|
| 37 |
+
def sample_get_training_pipeline():
|
| 38 |
+
# Create a client
|
| 39 |
+
client = aiplatform_v1.PipelineServiceClient()
|
| 40 |
+
|
| 41 |
+
# Initialize request argument(s)
|
| 42 |
+
request = aiplatform_v1.GetTrainingPipelineRequest(
|
| 43 |
+
name="name_value",
|
| 44 |
+
)
|
| 45 |
+
|
| 46 |
+
# Make the request
|
| 47 |
+
response = client.get_training_pipeline(request=request)
|
| 48 |
+
|
| 49 |
+
# Handle the response
|
| 50 |
+
print(response)
|
| 51 |
+
|
| 52 |
+
# [END aiplatform_v1_generated_PipelineService_GetTrainingPipeline_sync]
|
testbed/googleapis__python-aiplatform/samples/generated_samples/aiplatform_v1_generated_pipeline_service_list_pipeline_jobs_async.py
ADDED
|
@@ -0,0 +1,53 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
# -*- coding: utf-8 -*-
|
| 2 |
+
# Copyright 2024 Google LLC
|
| 3 |
+
#
|
| 4 |
+
# Licensed under the Apache License, Version 2.0 (the "License");
|
| 5 |
+
# you may not use this file except in compliance with the License.
|
| 6 |
+
# You may obtain a copy of the License at
|
| 7 |
+
#
|
| 8 |
+
# http://www.apache.org/licenses/LICENSE-2.0
|
| 9 |
+
#
|
| 10 |
+
# Unless required by applicable law or agreed to in writing, software
|
| 11 |
+
# distributed under the License is distributed on an "AS IS" BASIS,
|
| 12 |
+
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
|
| 13 |
+
# See the License for the specific language governing permissions and
|
| 14 |
+
# limitations under the License.
|
| 15 |
+
#
|
| 16 |
+
# Generated code. DO NOT EDIT!
|
| 17 |
+
#
|
| 18 |
+
# Snippet for ListPipelineJobs
|
| 19 |
+
# NOTE: This snippet has been automatically generated for illustrative purposes only.
|
| 20 |
+
# It may require modifications to work in your environment.
|
| 21 |
+
|
| 22 |
+
# To install the latest published package dependency, execute the following:
|
| 23 |
+
# python3 -m pip install google-cloud-aiplatform
|
| 24 |
+
|
| 25 |
+
|
| 26 |
+
# [START aiplatform_v1_generated_PipelineService_ListPipelineJobs_async]
|
| 27 |
+
# This snippet has been automatically generated and should be regarded as a
|
| 28 |
+
# code template only.
|
| 29 |
+
# It will require modifications to work:
|
| 30 |
+
# - It may require correct/in-range values for request initialization.
|
| 31 |
+
# - It may require specifying regional endpoints when creating the service
|
| 32 |
+
# client as shown in:
|
| 33 |
+
# https://googleapis.dev/python/google-api-core/latest/client_options.html
|
| 34 |
+
from google.cloud import aiplatform_v1
|
| 35 |
+
|
| 36 |
+
|
| 37 |
+
async def sample_list_pipeline_jobs():
|
| 38 |
+
# Create a client
|
| 39 |
+
client = aiplatform_v1.PipelineServiceAsyncClient()
|
| 40 |
+
|
| 41 |
+
# Initialize request argument(s)
|
| 42 |
+
request = aiplatform_v1.ListPipelineJobsRequest(
|
| 43 |
+
parent="parent_value",
|
| 44 |
+
)
|
| 45 |
+
|
| 46 |
+
# Make the request
|
| 47 |
+
page_result = client.list_pipeline_jobs(request=request)
|
| 48 |
+
|
| 49 |
+
# Handle the response
|
| 50 |
+
async for response in page_result:
|
| 51 |
+
print(response)
|
| 52 |
+
|
| 53 |
+
# [END aiplatform_v1_generated_PipelineService_ListPipelineJobs_async]
|
testbed/googleapis__python-aiplatform/samples/generated_samples/aiplatform_v1_generated_pipeline_service_list_pipeline_jobs_sync.py
ADDED
|
@@ -0,0 +1,53 @@
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|
| 1 |
+
# -*- coding: utf-8 -*-
|
| 2 |
+
# Copyright 2024 Google LLC
|
| 3 |
+
#
|
| 4 |
+
# Licensed under the Apache License, Version 2.0 (the "License");
|
| 5 |
+
# you may not use this file except in compliance with the License.
|
| 6 |
+
# You may obtain a copy of the License at
|
| 7 |
+
#
|
| 8 |
+
# http://www.apache.org/licenses/LICENSE-2.0
|
| 9 |
+
#
|
| 10 |
+
# Unless required by applicable law or agreed to in writing, software
|
| 11 |
+
# distributed under the License is distributed on an "AS IS" BASIS,
|
| 12 |
+
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
|
| 13 |
+
# See the License for the specific language governing permissions and
|
| 14 |
+
# limitations under the License.
|
| 15 |
+
#
|
| 16 |
+
# Generated code. DO NOT EDIT!
|
| 17 |
+
#
|
| 18 |
+
# Snippet for ListPipelineJobs
|
| 19 |
+
# NOTE: This snippet has been automatically generated for illustrative purposes only.
|
| 20 |
+
# It may require modifications to work in your environment.
|
| 21 |
+
|
| 22 |
+
# To install the latest published package dependency, execute the following:
|
| 23 |
+
# python3 -m pip install google-cloud-aiplatform
|
| 24 |
+
|
| 25 |
+
|
| 26 |
+
# [START aiplatform_v1_generated_PipelineService_ListPipelineJobs_sync]
|
| 27 |
+
# This snippet has been automatically generated and should be regarded as a
|
| 28 |
+
# code template only.
|
| 29 |
+
# It will require modifications to work:
|
| 30 |
+
# - It may require correct/in-range values for request initialization.
|
| 31 |
+
# - It may require specifying regional endpoints when creating the service
|
| 32 |
+
# client as shown in:
|
| 33 |
+
# https://googleapis.dev/python/google-api-core/latest/client_options.html
|
| 34 |
+
from google.cloud import aiplatform_v1
|
| 35 |
+
|
| 36 |
+
|
| 37 |
+
def sample_list_pipeline_jobs():
|
| 38 |
+
# Create a client
|
| 39 |
+
client = aiplatform_v1.PipelineServiceClient()
|
| 40 |
+
|
| 41 |
+
# Initialize request argument(s)
|
| 42 |
+
request = aiplatform_v1.ListPipelineJobsRequest(
|
| 43 |
+
parent="parent_value",
|
| 44 |
+
)
|
| 45 |
+
|
| 46 |
+
# Make the request
|
| 47 |
+
page_result = client.list_pipeline_jobs(request=request)
|
| 48 |
+
|
| 49 |
+
# Handle the response
|
| 50 |
+
for response in page_result:
|
| 51 |
+
print(response)
|
| 52 |
+
|
| 53 |
+
# [END aiplatform_v1_generated_PipelineService_ListPipelineJobs_sync]
|
testbed/googleapis__python-aiplatform/samples/generated_samples/aiplatform_v1_generated_pipeline_service_list_training_pipelines_async.py
ADDED
|
@@ -0,0 +1,53 @@
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|
|
| 1 |
+
# -*- coding: utf-8 -*-
|
| 2 |
+
# Copyright 2024 Google LLC
|
| 3 |
+
#
|
| 4 |
+
# Licensed under the Apache License, Version 2.0 (the "License");
|
| 5 |
+
# you may not use this file except in compliance with the License.
|
| 6 |
+
# You may obtain a copy of the License at
|
| 7 |
+
#
|
| 8 |
+
# http://www.apache.org/licenses/LICENSE-2.0
|
| 9 |
+
#
|
| 10 |
+
# Unless required by applicable law or agreed to in writing, software
|
| 11 |
+
# distributed under the License is distributed on an "AS IS" BASIS,
|
| 12 |
+
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
|
| 13 |
+
# See the License for the specific language governing permissions and
|
| 14 |
+
# limitations under the License.
|
| 15 |
+
#
|
| 16 |
+
# Generated code. DO NOT EDIT!
|
| 17 |
+
#
|
| 18 |
+
# Snippet for ListTrainingPipelines
|
| 19 |
+
# NOTE: This snippet has been automatically generated for illustrative purposes only.
|
| 20 |
+
# It may require modifications to work in your environment.
|
| 21 |
+
|
| 22 |
+
# To install the latest published package dependency, execute the following:
|
| 23 |
+
# python3 -m pip install google-cloud-aiplatform
|
| 24 |
+
|
| 25 |
+
|
| 26 |
+
# [START aiplatform_v1_generated_PipelineService_ListTrainingPipelines_async]
|
| 27 |
+
# This snippet has been automatically generated and should be regarded as a
|
| 28 |
+
# code template only.
|
| 29 |
+
# It will require modifications to work:
|
| 30 |
+
# - It may require correct/in-range values for request initialization.
|
| 31 |
+
# - It may require specifying regional endpoints when creating the service
|
| 32 |
+
# client as shown in:
|
| 33 |
+
# https://googleapis.dev/python/google-api-core/latest/client_options.html
|
| 34 |
+
from google.cloud import aiplatform_v1
|
| 35 |
+
|
| 36 |
+
|
| 37 |
+
async def sample_list_training_pipelines():
|
| 38 |
+
# Create a client
|
| 39 |
+
client = aiplatform_v1.PipelineServiceAsyncClient()
|
| 40 |
+
|
| 41 |
+
# Initialize request argument(s)
|
| 42 |
+
request = aiplatform_v1.ListTrainingPipelinesRequest(
|
| 43 |
+
parent="parent_value",
|
| 44 |
+
)
|
| 45 |
+
|
| 46 |
+
# Make the request
|
| 47 |
+
page_result = client.list_training_pipelines(request=request)
|
| 48 |
+
|
| 49 |
+
# Handle the response
|
| 50 |
+
async for response in page_result:
|
| 51 |
+
print(response)
|
| 52 |
+
|
| 53 |
+
# [END aiplatform_v1_generated_PipelineService_ListTrainingPipelines_async]
|
testbed/googleapis__python-aiplatform/samples/generated_samples/aiplatform_v1_generated_prediction_service_direct_predict_async.py
ADDED
|
@@ -0,0 +1,52 @@
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|
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|
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|
|
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|
|
|
|
|
|
| 1 |
+
# -*- coding: utf-8 -*-
|
| 2 |
+
# Copyright 2024 Google LLC
|
| 3 |
+
#
|
| 4 |
+
# Licensed under the Apache License, Version 2.0 (the "License");
|
| 5 |
+
# you may not use this file except in compliance with the License.
|
| 6 |
+
# You may obtain a copy of the License at
|
| 7 |
+
#
|
| 8 |
+
# http://www.apache.org/licenses/LICENSE-2.0
|
| 9 |
+
#
|
| 10 |
+
# Unless required by applicable law or agreed to in writing, software
|
| 11 |
+
# distributed under the License is distributed on an "AS IS" BASIS,
|
| 12 |
+
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
|
| 13 |
+
# See the License for the specific language governing permissions and
|
| 14 |
+
# limitations under the License.
|
| 15 |
+
#
|
| 16 |
+
# Generated code. DO NOT EDIT!
|
| 17 |
+
#
|
| 18 |
+
# Snippet for DirectPredict
|
| 19 |
+
# NOTE: This snippet has been automatically generated for illustrative purposes only.
|
| 20 |
+
# It may require modifications to work in your environment.
|
| 21 |
+
|
| 22 |
+
# To install the latest published package dependency, execute the following:
|
| 23 |
+
# python3 -m pip install google-cloud-aiplatform
|
| 24 |
+
|
| 25 |
+
|
| 26 |
+
# [START aiplatform_v1_generated_PredictionService_DirectPredict_async]
|
| 27 |
+
# This snippet has been automatically generated and should be regarded as a
|
| 28 |
+
# code template only.
|
| 29 |
+
# It will require modifications to work:
|
| 30 |
+
# - It may require correct/in-range values for request initialization.
|
| 31 |
+
# - It may require specifying regional endpoints when creating the service
|
| 32 |
+
# client as shown in:
|
| 33 |
+
# https://googleapis.dev/python/google-api-core/latest/client_options.html
|
| 34 |
+
from google.cloud import aiplatform_v1
|
| 35 |
+
|
| 36 |
+
|
| 37 |
+
async def sample_direct_predict():
|
| 38 |
+
# Create a client
|
| 39 |
+
client = aiplatform_v1.PredictionServiceAsyncClient()
|
| 40 |
+
|
| 41 |
+
# Initialize request argument(s)
|
| 42 |
+
request = aiplatform_v1.DirectPredictRequest(
|
| 43 |
+
endpoint="endpoint_value",
|
| 44 |
+
)
|
| 45 |
+
|
| 46 |
+
# Make the request
|
| 47 |
+
response = await client.direct_predict(request=request)
|
| 48 |
+
|
| 49 |
+
# Handle the response
|
| 50 |
+
print(response)
|
| 51 |
+
|
| 52 |
+
# [END aiplatform_v1_generated_PredictionService_DirectPredict_async]
|
testbed/googleapis__python-aiplatform/samples/generated_samples/aiplatform_v1_generated_prediction_service_direct_predict_sync.py
ADDED
|
@@ -0,0 +1,52 @@
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|
|
|
|
|
|
|
|
|
|
| 1 |
+
# -*- coding: utf-8 -*-
|
| 2 |
+
# Copyright 2024 Google LLC
|
| 3 |
+
#
|
| 4 |
+
# Licensed under the Apache License, Version 2.0 (the "License");
|
| 5 |
+
# you may not use this file except in compliance with the License.
|
| 6 |
+
# You may obtain a copy of the License at
|
| 7 |
+
#
|
| 8 |
+
# http://www.apache.org/licenses/LICENSE-2.0
|
| 9 |
+
#
|
| 10 |
+
# Unless required by applicable law or agreed to in writing, software
|
| 11 |
+
# distributed under the License is distributed on an "AS IS" BASIS,
|
| 12 |
+
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
|
| 13 |
+
# See the License for the specific language governing permissions and
|
| 14 |
+
# limitations under the License.
|
| 15 |
+
#
|
| 16 |
+
# Generated code. DO NOT EDIT!
|
| 17 |
+
#
|
| 18 |
+
# Snippet for DirectPredict
|
| 19 |
+
# NOTE: This snippet has been automatically generated for illustrative purposes only.
|
| 20 |
+
# It may require modifications to work in your environment.
|
| 21 |
+
|
| 22 |
+
# To install the latest published package dependency, execute the following:
|
| 23 |
+
# python3 -m pip install google-cloud-aiplatform
|
| 24 |
+
|
| 25 |
+
|
| 26 |
+
# [START aiplatform_v1_generated_PredictionService_DirectPredict_sync]
|
| 27 |
+
# This snippet has been automatically generated and should be regarded as a
|
| 28 |
+
# code template only.
|
| 29 |
+
# It will require modifications to work:
|
| 30 |
+
# - It may require correct/in-range values for request initialization.
|
| 31 |
+
# - It may require specifying regional endpoints when creating the service
|
| 32 |
+
# client as shown in:
|
| 33 |
+
# https://googleapis.dev/python/google-api-core/latest/client_options.html
|
| 34 |
+
from google.cloud import aiplatform_v1
|
| 35 |
+
|
| 36 |
+
|
| 37 |
+
def sample_direct_predict():
|
| 38 |
+
# Create a client
|
| 39 |
+
client = aiplatform_v1.PredictionServiceClient()
|
| 40 |
+
|
| 41 |
+
# Initialize request argument(s)
|
| 42 |
+
request = aiplatform_v1.DirectPredictRequest(
|
| 43 |
+
endpoint="endpoint_value",
|
| 44 |
+
)
|
| 45 |
+
|
| 46 |
+
# Make the request
|
| 47 |
+
response = client.direct_predict(request=request)
|
| 48 |
+
|
| 49 |
+
# Handle the response
|
| 50 |
+
print(response)
|
| 51 |
+
|
| 52 |
+
# [END aiplatform_v1_generated_PredictionService_DirectPredict_sync]
|
testbed/googleapis__python-aiplatform/samples/generated_samples/aiplatform_v1_generated_prediction_service_direct_raw_predict_async.py
ADDED
|
@@ -0,0 +1,52 @@
|
|
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|
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|
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|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
# -*- coding: utf-8 -*-
|
| 2 |
+
# Copyright 2024 Google LLC
|
| 3 |
+
#
|
| 4 |
+
# Licensed under the Apache License, Version 2.0 (the "License");
|
| 5 |
+
# you may not use this file except in compliance with the License.
|
| 6 |
+
# You may obtain a copy of the License at
|
| 7 |
+
#
|
| 8 |
+
# http://www.apache.org/licenses/LICENSE-2.0
|
| 9 |
+
#
|
| 10 |
+
# Unless required by applicable law or agreed to in writing, software
|
| 11 |
+
# distributed under the License is distributed on an "AS IS" BASIS,
|
| 12 |
+
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
|
| 13 |
+
# See the License for the specific language governing permissions and
|
| 14 |
+
# limitations under the License.
|
| 15 |
+
#
|
| 16 |
+
# Generated code. DO NOT EDIT!
|
| 17 |
+
#
|
| 18 |
+
# Snippet for DirectRawPredict
|
| 19 |
+
# NOTE: This snippet has been automatically generated for illustrative purposes only.
|
| 20 |
+
# It may require modifications to work in your environment.
|
| 21 |
+
|
| 22 |
+
# To install the latest published package dependency, execute the following:
|
| 23 |
+
# python3 -m pip install google-cloud-aiplatform
|
| 24 |
+
|
| 25 |
+
|
| 26 |
+
# [START aiplatform_v1_generated_PredictionService_DirectRawPredict_async]
|
| 27 |
+
# This snippet has been automatically generated and should be regarded as a
|
| 28 |
+
# code template only.
|
| 29 |
+
# It will require modifications to work:
|
| 30 |
+
# - It may require correct/in-range values for request initialization.
|
| 31 |
+
# - It may require specifying regional endpoints when creating the service
|
| 32 |
+
# client as shown in:
|
| 33 |
+
# https://googleapis.dev/python/google-api-core/latest/client_options.html
|
| 34 |
+
from google.cloud import aiplatform_v1
|
| 35 |
+
|
| 36 |
+
|
| 37 |
+
async def sample_direct_raw_predict():
|
| 38 |
+
# Create a client
|
| 39 |
+
client = aiplatform_v1.PredictionServiceAsyncClient()
|
| 40 |
+
|
| 41 |
+
# Initialize request argument(s)
|
| 42 |
+
request = aiplatform_v1.DirectRawPredictRequest(
|
| 43 |
+
endpoint="endpoint_value",
|
| 44 |
+
)
|
| 45 |
+
|
| 46 |
+
# Make the request
|
| 47 |
+
response = await client.direct_raw_predict(request=request)
|
| 48 |
+
|
| 49 |
+
# Handle the response
|
| 50 |
+
print(response)
|
| 51 |
+
|
| 52 |
+
# [END aiplatform_v1_generated_PredictionService_DirectRawPredict_async]
|
testbed/googleapis__python-aiplatform/samples/generated_samples/aiplatform_v1_generated_prediction_service_direct_raw_predict_sync.py
ADDED
|
@@ -0,0 +1,52 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
# -*- coding: utf-8 -*-
|
| 2 |
+
# Copyright 2024 Google LLC
|
| 3 |
+
#
|
| 4 |
+
# Licensed under the Apache License, Version 2.0 (the "License");
|
| 5 |
+
# you may not use this file except in compliance with the License.
|
| 6 |
+
# You may obtain a copy of the License at
|
| 7 |
+
#
|
| 8 |
+
# http://www.apache.org/licenses/LICENSE-2.0
|
| 9 |
+
#
|
| 10 |
+
# Unless required by applicable law or agreed to in writing, software
|
| 11 |
+
# distributed under the License is distributed on an "AS IS" BASIS,
|
| 12 |
+
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
|
| 13 |
+
# See the License for the specific language governing permissions and
|
| 14 |
+
# limitations under the License.
|
| 15 |
+
#
|
| 16 |
+
# Generated code. DO NOT EDIT!
|
| 17 |
+
#
|
| 18 |
+
# Snippet for DirectRawPredict
|
| 19 |
+
# NOTE: This snippet has been automatically generated for illustrative purposes only.
|
| 20 |
+
# It may require modifications to work in your environment.
|
| 21 |
+
|
| 22 |
+
# To install the latest published package dependency, execute the following:
|
| 23 |
+
# python3 -m pip install google-cloud-aiplatform
|
| 24 |
+
|
| 25 |
+
|
| 26 |
+
# [START aiplatform_v1_generated_PredictionService_DirectRawPredict_sync]
|
| 27 |
+
# This snippet has been automatically generated and should be regarded as a
|
| 28 |
+
# code template only.
|
| 29 |
+
# It will require modifications to work:
|
| 30 |
+
# - It may require correct/in-range values for request initialization.
|
| 31 |
+
# - It may require specifying regional endpoints when creating the service
|
| 32 |
+
# client as shown in:
|
| 33 |
+
# https://googleapis.dev/python/google-api-core/latest/client_options.html
|
| 34 |
+
from google.cloud import aiplatform_v1
|
| 35 |
+
|
| 36 |
+
|
| 37 |
+
def sample_direct_raw_predict():
|
| 38 |
+
# Create a client
|
| 39 |
+
client = aiplatform_v1.PredictionServiceClient()
|
| 40 |
+
|
| 41 |
+
# Initialize request argument(s)
|
| 42 |
+
request = aiplatform_v1.DirectRawPredictRequest(
|
| 43 |
+
endpoint="endpoint_value",
|
| 44 |
+
)
|
| 45 |
+
|
| 46 |
+
# Make the request
|
| 47 |
+
response = client.direct_raw_predict(request=request)
|
| 48 |
+
|
| 49 |
+
# Handle the response
|
| 50 |
+
print(response)
|
| 51 |
+
|
| 52 |
+
# [END aiplatform_v1_generated_PredictionService_DirectRawPredict_sync]
|
testbed/googleapis__python-aiplatform/samples/generated_samples/aiplatform_v1_generated_prediction_service_explain_async.py
ADDED
|
@@ -0,0 +1,56 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
# -*- coding: utf-8 -*-
|
| 2 |
+
# Copyright 2024 Google LLC
|
| 3 |
+
#
|
| 4 |
+
# Licensed under the Apache License, Version 2.0 (the "License");
|
| 5 |
+
# you may not use this file except in compliance with the License.
|
| 6 |
+
# You may obtain a copy of the License at
|
| 7 |
+
#
|
| 8 |
+
# http://www.apache.org/licenses/LICENSE-2.0
|
| 9 |
+
#
|
| 10 |
+
# Unless required by applicable law or agreed to in writing, software
|
| 11 |
+
# distributed under the License is distributed on an "AS IS" BASIS,
|
| 12 |
+
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
|
| 13 |
+
# See the License for the specific language governing permissions and
|
| 14 |
+
# limitations under the License.
|
| 15 |
+
#
|
| 16 |
+
# Generated code. DO NOT EDIT!
|
| 17 |
+
#
|
| 18 |
+
# Snippet for Explain
|
| 19 |
+
# NOTE: This snippet has been automatically generated for illustrative purposes only.
|
| 20 |
+
# It may require modifications to work in your environment.
|
| 21 |
+
|
| 22 |
+
# To install the latest published package dependency, execute the following:
|
| 23 |
+
# python3 -m pip install google-cloud-aiplatform
|
| 24 |
+
|
| 25 |
+
|
| 26 |
+
# [START aiplatform_v1_generated_PredictionService_Explain_async]
|
| 27 |
+
# This snippet has been automatically generated and should be regarded as a
|
| 28 |
+
# code template only.
|
| 29 |
+
# It will require modifications to work:
|
| 30 |
+
# - It may require correct/in-range values for request initialization.
|
| 31 |
+
# - It may require specifying regional endpoints when creating the service
|
| 32 |
+
# client as shown in:
|
| 33 |
+
# https://googleapis.dev/python/google-api-core/latest/client_options.html
|
| 34 |
+
from google.cloud import aiplatform_v1
|
| 35 |
+
|
| 36 |
+
|
| 37 |
+
async def sample_explain():
|
| 38 |
+
# Create a client
|
| 39 |
+
client = aiplatform_v1.PredictionServiceAsyncClient()
|
| 40 |
+
|
| 41 |
+
# Initialize request argument(s)
|
| 42 |
+
instances = aiplatform_v1.Value()
|
| 43 |
+
instances.null_value = "NULL_VALUE"
|
| 44 |
+
|
| 45 |
+
request = aiplatform_v1.ExplainRequest(
|
| 46 |
+
endpoint="endpoint_value",
|
| 47 |
+
instances=instances,
|
| 48 |
+
)
|
| 49 |
+
|
| 50 |
+
# Make the request
|
| 51 |
+
response = await client.explain(request=request)
|
| 52 |
+
|
| 53 |
+
# Handle the response
|
| 54 |
+
print(response)
|
| 55 |
+
|
| 56 |
+
# [END aiplatform_v1_generated_PredictionService_Explain_async]
|
testbed/googleapis__python-aiplatform/samples/generated_samples/aiplatform_v1_generated_prediction_service_explain_sync.py
ADDED
|
@@ -0,0 +1,56 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
# -*- coding: utf-8 -*-
|
| 2 |
+
# Copyright 2024 Google LLC
|
| 3 |
+
#
|
| 4 |
+
# Licensed under the Apache License, Version 2.0 (the "License");
|
| 5 |
+
# you may not use this file except in compliance with the License.
|
| 6 |
+
# You may obtain a copy of the License at
|
| 7 |
+
#
|
| 8 |
+
# http://www.apache.org/licenses/LICENSE-2.0
|
| 9 |
+
#
|
| 10 |
+
# Unless required by applicable law or agreed to in writing, software
|
| 11 |
+
# distributed under the License is distributed on an "AS IS" BASIS,
|
| 12 |
+
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
|
| 13 |
+
# See the License for the specific language governing permissions and
|
| 14 |
+
# limitations under the License.
|
| 15 |
+
#
|
| 16 |
+
# Generated code. DO NOT EDIT!
|
| 17 |
+
#
|
| 18 |
+
# Snippet for Explain
|
| 19 |
+
# NOTE: This snippet has been automatically generated for illustrative purposes only.
|
| 20 |
+
# It may require modifications to work in your environment.
|
| 21 |
+
|
| 22 |
+
# To install the latest published package dependency, execute the following:
|
| 23 |
+
# python3 -m pip install google-cloud-aiplatform
|
| 24 |
+
|
| 25 |
+
|
| 26 |
+
# [START aiplatform_v1_generated_PredictionService_Explain_sync]
|
| 27 |
+
# This snippet has been automatically generated and should be regarded as a
|
| 28 |
+
# code template only.
|
| 29 |
+
# It will require modifications to work:
|
| 30 |
+
# - It may require correct/in-range values for request initialization.
|
| 31 |
+
# - It may require specifying regional endpoints when creating the service
|
| 32 |
+
# client as shown in:
|
| 33 |
+
# https://googleapis.dev/python/google-api-core/latest/client_options.html
|
| 34 |
+
from google.cloud import aiplatform_v1
|
| 35 |
+
|
| 36 |
+
|
| 37 |
+
def sample_explain():
|
| 38 |
+
# Create a client
|
| 39 |
+
client = aiplatform_v1.PredictionServiceClient()
|
| 40 |
+
|
| 41 |
+
# Initialize request argument(s)
|
| 42 |
+
instances = aiplatform_v1.Value()
|
| 43 |
+
instances.null_value = "NULL_VALUE"
|
| 44 |
+
|
| 45 |
+
request = aiplatform_v1.ExplainRequest(
|
| 46 |
+
endpoint="endpoint_value",
|
| 47 |
+
instances=instances,
|
| 48 |
+
)
|
| 49 |
+
|
| 50 |
+
# Make the request
|
| 51 |
+
response = client.explain(request=request)
|
| 52 |
+
|
| 53 |
+
# Handle the response
|
| 54 |
+
print(response)
|
| 55 |
+
|
| 56 |
+
# [END aiplatform_v1_generated_PredictionService_Explain_sync]
|
testbed/googleapis__python-aiplatform/samples/generated_samples/aiplatform_v1_generated_prediction_service_generate_content_async.py
ADDED
|
@@ -0,0 +1,56 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
# -*- coding: utf-8 -*-
|
| 2 |
+
# Copyright 2024 Google LLC
|
| 3 |
+
#
|
| 4 |
+
# Licensed under the Apache License, Version 2.0 (the "License");
|
| 5 |
+
# you may not use this file except in compliance with the License.
|
| 6 |
+
# You may obtain a copy of the License at
|
| 7 |
+
#
|
| 8 |
+
# http://www.apache.org/licenses/LICENSE-2.0
|
| 9 |
+
#
|
| 10 |
+
# Unless required by applicable law or agreed to in writing, software
|
| 11 |
+
# distributed under the License is distributed on an "AS IS" BASIS,
|
| 12 |
+
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
|
| 13 |
+
# See the License for the specific language governing permissions and
|
| 14 |
+
# limitations under the License.
|
| 15 |
+
#
|
| 16 |
+
# Generated code. DO NOT EDIT!
|
| 17 |
+
#
|
| 18 |
+
# Snippet for GenerateContent
|
| 19 |
+
# NOTE: This snippet has been automatically generated for illustrative purposes only.
|
| 20 |
+
# It may require modifications to work in your environment.
|
| 21 |
+
|
| 22 |
+
# To install the latest published package dependency, execute the following:
|
| 23 |
+
# python3 -m pip install google-cloud-aiplatform
|
| 24 |
+
|
| 25 |
+
|
| 26 |
+
# [START aiplatform_v1_generated_PredictionService_GenerateContent_async]
|
| 27 |
+
# This snippet has been automatically generated and should be regarded as a
|
| 28 |
+
# code template only.
|
| 29 |
+
# It will require modifications to work:
|
| 30 |
+
# - It may require correct/in-range values for request initialization.
|
| 31 |
+
# - It may require specifying regional endpoints when creating the service
|
| 32 |
+
# client as shown in:
|
| 33 |
+
# https://googleapis.dev/python/google-api-core/latest/client_options.html
|
| 34 |
+
from google.cloud import aiplatform_v1
|
| 35 |
+
|
| 36 |
+
|
| 37 |
+
async def sample_generate_content():
|
| 38 |
+
# Create a client
|
| 39 |
+
client = aiplatform_v1.PredictionServiceAsyncClient()
|
| 40 |
+
|
| 41 |
+
# Initialize request argument(s)
|
| 42 |
+
contents = aiplatform_v1.Content()
|
| 43 |
+
contents.parts.text = "text_value"
|
| 44 |
+
|
| 45 |
+
request = aiplatform_v1.GenerateContentRequest(
|
| 46 |
+
model="model_value",
|
| 47 |
+
contents=contents,
|
| 48 |
+
)
|
| 49 |
+
|
| 50 |
+
# Make the request
|
| 51 |
+
response = await client.generate_content(request=request)
|
| 52 |
+
|
| 53 |
+
# Handle the response
|
| 54 |
+
print(response)
|
| 55 |
+
|
| 56 |
+
# [END aiplatform_v1_generated_PredictionService_GenerateContent_async]
|
testbed/googleapis__python-aiplatform/samples/generated_samples/aiplatform_v1_generated_prediction_service_generate_content_sync.py
ADDED
|
@@ -0,0 +1,56 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
# -*- coding: utf-8 -*-
|
| 2 |
+
# Copyright 2024 Google LLC
|
| 3 |
+
#
|
| 4 |
+
# Licensed under the Apache License, Version 2.0 (the "License");
|
| 5 |
+
# you may not use this file except in compliance with the License.
|
| 6 |
+
# You may obtain a copy of the License at
|
| 7 |
+
#
|
| 8 |
+
# http://www.apache.org/licenses/LICENSE-2.0
|
| 9 |
+
#
|
| 10 |
+
# Unless required by applicable law or agreed to in writing, software
|
| 11 |
+
# distributed under the License is distributed on an "AS IS" BASIS,
|
| 12 |
+
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
|
| 13 |
+
# See the License for the specific language governing permissions and
|
| 14 |
+
# limitations under the License.
|
| 15 |
+
#
|
| 16 |
+
# Generated code. DO NOT EDIT!
|
| 17 |
+
#
|
| 18 |
+
# Snippet for GenerateContent
|
| 19 |
+
# NOTE: This snippet has been automatically generated for illustrative purposes only.
|
| 20 |
+
# It may require modifications to work in your environment.
|
| 21 |
+
|
| 22 |
+
# To install the latest published package dependency, execute the following:
|
| 23 |
+
# python3 -m pip install google-cloud-aiplatform
|
| 24 |
+
|
| 25 |
+
|
| 26 |
+
# [START aiplatform_v1_generated_PredictionService_GenerateContent_sync]
|
| 27 |
+
# This snippet has been automatically generated and should be regarded as a
|
| 28 |
+
# code template only.
|
| 29 |
+
# It will require modifications to work:
|
| 30 |
+
# - It may require correct/in-range values for request initialization.
|
| 31 |
+
# - It may require specifying regional endpoints when creating the service
|
| 32 |
+
# client as shown in:
|
| 33 |
+
# https://googleapis.dev/python/google-api-core/latest/client_options.html
|
| 34 |
+
from google.cloud import aiplatform_v1
|
| 35 |
+
|
| 36 |
+
|
| 37 |
+
def sample_generate_content():
|
| 38 |
+
# Create a client
|
| 39 |
+
client = aiplatform_v1.PredictionServiceClient()
|
| 40 |
+
|
| 41 |
+
# Initialize request argument(s)
|
| 42 |
+
contents = aiplatform_v1.Content()
|
| 43 |
+
contents.parts.text = "text_value"
|
| 44 |
+
|
| 45 |
+
request = aiplatform_v1.GenerateContentRequest(
|
| 46 |
+
model="model_value",
|
| 47 |
+
contents=contents,
|
| 48 |
+
)
|
| 49 |
+
|
| 50 |
+
# Make the request
|
| 51 |
+
response = client.generate_content(request=request)
|
| 52 |
+
|
| 53 |
+
# Handle the response
|
| 54 |
+
print(response)
|
| 55 |
+
|
| 56 |
+
# [END aiplatform_v1_generated_PredictionService_GenerateContent_sync]
|
testbed/googleapis__python-aiplatform/samples/generated_samples/aiplatform_v1_generated_prediction_service_predict_async.py
ADDED
|
@@ -0,0 +1,56 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
# -*- coding: utf-8 -*-
|
| 2 |
+
# Copyright 2024 Google LLC
|
| 3 |
+
#
|
| 4 |
+
# Licensed under the Apache License, Version 2.0 (the "License");
|
| 5 |
+
# you may not use this file except in compliance with the License.
|
| 6 |
+
# You may obtain a copy of the License at
|
| 7 |
+
#
|
| 8 |
+
# http://www.apache.org/licenses/LICENSE-2.0
|
| 9 |
+
#
|
| 10 |
+
# Unless required by applicable law or agreed to in writing, software
|
| 11 |
+
# distributed under the License is distributed on an "AS IS" BASIS,
|
| 12 |
+
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
|
| 13 |
+
# See the License for the specific language governing permissions and
|
| 14 |
+
# limitations under the License.
|
| 15 |
+
#
|
| 16 |
+
# Generated code. DO NOT EDIT!
|
| 17 |
+
#
|
| 18 |
+
# Snippet for Predict
|
| 19 |
+
# NOTE: This snippet has been automatically generated for illustrative purposes only.
|
| 20 |
+
# It may require modifications to work in your environment.
|
| 21 |
+
|
| 22 |
+
# To install the latest published package dependency, execute the following:
|
| 23 |
+
# python3 -m pip install google-cloud-aiplatform
|
| 24 |
+
|
| 25 |
+
|
| 26 |
+
# [START aiplatform_v1_generated_PredictionService_Predict_async]
|
| 27 |
+
# This snippet has been automatically generated and should be regarded as a
|
| 28 |
+
# code template only.
|
| 29 |
+
# It will require modifications to work:
|
| 30 |
+
# - It may require correct/in-range values for request initialization.
|
| 31 |
+
# - It may require specifying regional endpoints when creating the service
|
| 32 |
+
# client as shown in:
|
| 33 |
+
# https://googleapis.dev/python/google-api-core/latest/client_options.html
|
| 34 |
+
from google.cloud import aiplatform_v1
|
| 35 |
+
|
| 36 |
+
|
| 37 |
+
async def sample_predict():
|
| 38 |
+
# Create a client
|
| 39 |
+
client = aiplatform_v1.PredictionServiceAsyncClient()
|
| 40 |
+
|
| 41 |
+
# Initialize request argument(s)
|
| 42 |
+
instances = aiplatform_v1.Value()
|
| 43 |
+
instances.null_value = "NULL_VALUE"
|
| 44 |
+
|
| 45 |
+
request = aiplatform_v1.PredictRequest(
|
| 46 |
+
endpoint="endpoint_value",
|
| 47 |
+
instances=instances,
|
| 48 |
+
)
|
| 49 |
+
|
| 50 |
+
# Make the request
|
| 51 |
+
response = await client.predict(request=request)
|
| 52 |
+
|
| 53 |
+
# Handle the response
|
| 54 |
+
print(response)
|
| 55 |
+
|
| 56 |
+
# [END aiplatform_v1_generated_PredictionService_Predict_async]
|
testbed/googleapis__python-aiplatform/samples/generated_samples/aiplatform_v1_generated_prediction_service_predict_sync.py
ADDED
|
@@ -0,0 +1,56 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
# -*- coding: utf-8 -*-
|
| 2 |
+
# Copyright 2024 Google LLC
|
| 3 |
+
#
|
| 4 |
+
# Licensed under the Apache License, Version 2.0 (the "License");
|
| 5 |
+
# you may not use this file except in compliance with the License.
|
| 6 |
+
# You may obtain a copy of the License at
|
| 7 |
+
#
|
| 8 |
+
# http://www.apache.org/licenses/LICENSE-2.0
|
| 9 |
+
#
|
| 10 |
+
# Unless required by applicable law or agreed to in writing, software
|
| 11 |
+
# distributed under the License is distributed on an "AS IS" BASIS,
|
| 12 |
+
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
|
| 13 |
+
# See the License for the specific language governing permissions and
|
| 14 |
+
# limitations under the License.
|
| 15 |
+
#
|
| 16 |
+
# Generated code. DO NOT EDIT!
|
| 17 |
+
#
|
| 18 |
+
# Snippet for Predict
|
| 19 |
+
# NOTE: This snippet has been automatically generated for illustrative purposes only.
|
| 20 |
+
# It may require modifications to work in your environment.
|
| 21 |
+
|
| 22 |
+
# To install the latest published package dependency, execute the following:
|
| 23 |
+
# python3 -m pip install google-cloud-aiplatform
|
| 24 |
+
|
| 25 |
+
|
| 26 |
+
# [START aiplatform_v1_generated_PredictionService_Predict_sync]
|
| 27 |
+
# This snippet has been automatically generated and should be regarded as a
|
| 28 |
+
# code template only.
|
| 29 |
+
# It will require modifications to work:
|
| 30 |
+
# - It may require correct/in-range values for request initialization.
|
| 31 |
+
# - It may require specifying regional endpoints when creating the service
|
| 32 |
+
# client as shown in:
|
| 33 |
+
# https://googleapis.dev/python/google-api-core/latest/client_options.html
|
| 34 |
+
from google.cloud import aiplatform_v1
|
| 35 |
+
|
| 36 |
+
|
| 37 |
+
def sample_predict():
|
| 38 |
+
# Create a client
|
| 39 |
+
client = aiplatform_v1.PredictionServiceClient()
|
| 40 |
+
|
| 41 |
+
# Initialize request argument(s)
|
| 42 |
+
instances = aiplatform_v1.Value()
|
| 43 |
+
instances.null_value = "NULL_VALUE"
|
| 44 |
+
|
| 45 |
+
request = aiplatform_v1.PredictRequest(
|
| 46 |
+
endpoint="endpoint_value",
|
| 47 |
+
instances=instances,
|
| 48 |
+
)
|
| 49 |
+
|
| 50 |
+
# Make the request
|
| 51 |
+
response = client.predict(request=request)
|
| 52 |
+
|
| 53 |
+
# Handle the response
|
| 54 |
+
print(response)
|
| 55 |
+
|
| 56 |
+
# [END aiplatform_v1_generated_PredictionService_Predict_sync]
|
testbed/googleapis__python-aiplatform/samples/generated_samples/aiplatform_v1_generated_prediction_service_raw_predict_async.py
ADDED
|
@@ -0,0 +1,52 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
# -*- coding: utf-8 -*-
|
| 2 |
+
# Copyright 2024 Google LLC
|
| 3 |
+
#
|
| 4 |
+
# Licensed under the Apache License, Version 2.0 (the "License");
|
| 5 |
+
# you may not use this file except in compliance with the License.
|
| 6 |
+
# You may obtain a copy of the License at
|
| 7 |
+
#
|
| 8 |
+
# http://www.apache.org/licenses/LICENSE-2.0
|
| 9 |
+
#
|
| 10 |
+
# Unless required by applicable law or agreed to in writing, software
|
| 11 |
+
# distributed under the License is distributed on an "AS IS" BASIS,
|
| 12 |
+
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
|
| 13 |
+
# See the License for the specific language governing permissions and
|
| 14 |
+
# limitations under the License.
|
| 15 |
+
#
|
| 16 |
+
# Generated code. DO NOT EDIT!
|
| 17 |
+
#
|
| 18 |
+
# Snippet for RawPredict
|
| 19 |
+
# NOTE: This snippet has been automatically generated for illustrative purposes only.
|
| 20 |
+
# It may require modifications to work in your environment.
|
| 21 |
+
|
| 22 |
+
# To install the latest published package dependency, execute the following:
|
| 23 |
+
# python3 -m pip install google-cloud-aiplatform
|
| 24 |
+
|
| 25 |
+
|
| 26 |
+
# [START aiplatform_v1_generated_PredictionService_RawPredict_async]
|
| 27 |
+
# This snippet has been automatically generated and should be regarded as a
|
| 28 |
+
# code template only.
|
| 29 |
+
# It will require modifications to work:
|
| 30 |
+
# - It may require correct/in-range values for request initialization.
|
| 31 |
+
# - It may require specifying regional endpoints when creating the service
|
| 32 |
+
# client as shown in:
|
| 33 |
+
# https://googleapis.dev/python/google-api-core/latest/client_options.html
|
| 34 |
+
from google.cloud import aiplatform_v1
|
| 35 |
+
|
| 36 |
+
|
| 37 |
+
async def sample_raw_predict():
|
| 38 |
+
# Create a client
|
| 39 |
+
client = aiplatform_v1.PredictionServiceAsyncClient()
|
| 40 |
+
|
| 41 |
+
# Initialize request argument(s)
|
| 42 |
+
request = aiplatform_v1.RawPredictRequest(
|
| 43 |
+
endpoint="endpoint_value",
|
| 44 |
+
)
|
| 45 |
+
|
| 46 |
+
# Make the request
|
| 47 |
+
response = await client.raw_predict(request=request)
|
| 48 |
+
|
| 49 |
+
# Handle the response
|
| 50 |
+
print(response)
|
| 51 |
+
|
| 52 |
+
# [END aiplatform_v1_generated_PredictionService_RawPredict_async]
|
testbed/googleapis__python-aiplatform/samples/generated_samples/aiplatform_v1_generated_prediction_service_raw_predict_sync.py
ADDED
|
@@ -0,0 +1,52 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
# -*- coding: utf-8 -*-
|
| 2 |
+
# Copyright 2024 Google LLC
|
| 3 |
+
#
|
| 4 |
+
# Licensed under the Apache License, Version 2.0 (the "License");
|
| 5 |
+
# you may not use this file except in compliance with the License.
|
| 6 |
+
# You may obtain a copy of the License at
|
| 7 |
+
#
|
| 8 |
+
# http://www.apache.org/licenses/LICENSE-2.0
|
| 9 |
+
#
|
| 10 |
+
# Unless required by applicable law or agreed to in writing, software
|
| 11 |
+
# distributed under the License is distributed on an "AS IS" BASIS,
|
| 12 |
+
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
|
| 13 |
+
# See the License for the specific language governing permissions and
|
| 14 |
+
# limitations under the License.
|
| 15 |
+
#
|
| 16 |
+
# Generated code. DO NOT EDIT!
|
| 17 |
+
#
|
| 18 |
+
# Snippet for RawPredict
|
| 19 |
+
# NOTE: This snippet has been automatically generated for illustrative purposes only.
|
| 20 |
+
# It may require modifications to work in your environment.
|
| 21 |
+
|
| 22 |
+
# To install the latest published package dependency, execute the following:
|
| 23 |
+
# python3 -m pip install google-cloud-aiplatform
|
| 24 |
+
|
| 25 |
+
|
| 26 |
+
# [START aiplatform_v1_generated_PredictionService_RawPredict_sync]
|
| 27 |
+
# This snippet has been automatically generated and should be regarded as a
|
| 28 |
+
# code template only.
|
| 29 |
+
# It will require modifications to work:
|
| 30 |
+
# - It may require correct/in-range values for request initialization.
|
| 31 |
+
# - It may require specifying regional endpoints when creating the service
|
| 32 |
+
# client as shown in:
|
| 33 |
+
# https://googleapis.dev/python/google-api-core/latest/client_options.html
|
| 34 |
+
from google.cloud import aiplatform_v1
|
| 35 |
+
|
| 36 |
+
|
| 37 |
+
def sample_raw_predict():
|
| 38 |
+
# Create a client
|
| 39 |
+
client = aiplatform_v1.PredictionServiceClient()
|
| 40 |
+
|
| 41 |
+
# Initialize request argument(s)
|
| 42 |
+
request = aiplatform_v1.RawPredictRequest(
|
| 43 |
+
endpoint="endpoint_value",
|
| 44 |
+
)
|
| 45 |
+
|
| 46 |
+
# Make the request
|
| 47 |
+
response = client.raw_predict(request=request)
|
| 48 |
+
|
| 49 |
+
# Handle the response
|
| 50 |
+
print(response)
|
| 51 |
+
|
| 52 |
+
# [END aiplatform_v1_generated_PredictionService_RawPredict_sync]
|
testbed/googleapis__python-aiplatform/samples/generated_samples/aiplatform_v1_generated_prediction_service_server_streaming_predict_async.py
ADDED
|
@@ -0,0 +1,53 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
# -*- coding: utf-8 -*-
|
| 2 |
+
# Copyright 2024 Google LLC
|
| 3 |
+
#
|
| 4 |
+
# Licensed under the Apache License, Version 2.0 (the "License");
|
| 5 |
+
# you may not use this file except in compliance with the License.
|
| 6 |
+
# You may obtain a copy of the License at
|
| 7 |
+
#
|
| 8 |
+
# http://www.apache.org/licenses/LICENSE-2.0
|
| 9 |
+
#
|
| 10 |
+
# Unless required by applicable law or agreed to in writing, software
|
| 11 |
+
# distributed under the License is distributed on an "AS IS" BASIS,
|
| 12 |
+
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
|
| 13 |
+
# See the License for the specific language governing permissions and
|
| 14 |
+
# limitations under the License.
|
| 15 |
+
#
|
| 16 |
+
# Generated code. DO NOT EDIT!
|
| 17 |
+
#
|
| 18 |
+
# Snippet for ServerStreamingPredict
|
| 19 |
+
# NOTE: This snippet has been automatically generated for illustrative purposes only.
|
| 20 |
+
# It may require modifications to work in your environment.
|
| 21 |
+
|
| 22 |
+
# To install the latest published package dependency, execute the following:
|
| 23 |
+
# python3 -m pip install google-cloud-aiplatform
|
| 24 |
+
|
| 25 |
+
|
| 26 |
+
# [START aiplatform_v1_generated_PredictionService_ServerStreamingPredict_async]
|
| 27 |
+
# This snippet has been automatically generated and should be regarded as a
|
| 28 |
+
# code template only.
|
| 29 |
+
# It will require modifications to work:
|
| 30 |
+
# - It may require correct/in-range values for request initialization.
|
| 31 |
+
# - It may require specifying regional endpoints when creating the service
|
| 32 |
+
# client as shown in:
|
| 33 |
+
# https://googleapis.dev/python/google-api-core/latest/client_options.html
|
| 34 |
+
from google.cloud import aiplatform_v1
|
| 35 |
+
|
| 36 |
+
|
| 37 |
+
async def sample_server_streaming_predict():
|
| 38 |
+
# Create a client
|
| 39 |
+
client = aiplatform_v1.PredictionServiceAsyncClient()
|
| 40 |
+
|
| 41 |
+
# Initialize request argument(s)
|
| 42 |
+
request = aiplatform_v1.StreamingPredictRequest(
|
| 43 |
+
endpoint="endpoint_value",
|
| 44 |
+
)
|
| 45 |
+
|
| 46 |
+
# Make the request
|
| 47 |
+
stream = await client.server_streaming_predict(request=request)
|
| 48 |
+
|
| 49 |
+
# Handle the response
|
| 50 |
+
async for response in stream:
|
| 51 |
+
print(response)
|
| 52 |
+
|
| 53 |
+
# [END aiplatform_v1_generated_PredictionService_ServerStreamingPredict_async]
|
testbed/googleapis__python-aiplatform/samples/generated_samples/aiplatform_v1_generated_prediction_service_server_streaming_predict_sync.py
ADDED
|
@@ -0,0 +1,53 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
# -*- coding: utf-8 -*-
|
| 2 |
+
# Copyright 2024 Google LLC
|
| 3 |
+
#
|
| 4 |
+
# Licensed under the Apache License, Version 2.0 (the "License");
|
| 5 |
+
# you may not use this file except in compliance with the License.
|
| 6 |
+
# You may obtain a copy of the License at
|
| 7 |
+
#
|
| 8 |
+
# http://www.apache.org/licenses/LICENSE-2.0
|
| 9 |
+
#
|
| 10 |
+
# Unless required by applicable law or agreed to in writing, software
|
| 11 |
+
# distributed under the License is distributed on an "AS IS" BASIS,
|
| 12 |
+
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
|
| 13 |
+
# See the License for the specific language governing permissions and
|
| 14 |
+
# limitations under the License.
|
| 15 |
+
#
|
| 16 |
+
# Generated code. DO NOT EDIT!
|
| 17 |
+
#
|
| 18 |
+
# Snippet for ServerStreamingPredict
|
| 19 |
+
# NOTE: This snippet has been automatically generated for illustrative purposes only.
|
| 20 |
+
# It may require modifications to work in your environment.
|
| 21 |
+
|
| 22 |
+
# To install the latest published package dependency, execute the following:
|
| 23 |
+
# python3 -m pip install google-cloud-aiplatform
|
| 24 |
+
|
| 25 |
+
|
| 26 |
+
# [START aiplatform_v1_generated_PredictionService_ServerStreamingPredict_sync]
|
| 27 |
+
# This snippet has been automatically generated and should be regarded as a
|
| 28 |
+
# code template only.
|
| 29 |
+
# It will require modifications to work:
|
| 30 |
+
# - It may require correct/in-range values for request initialization.
|
| 31 |
+
# - It may require specifying regional endpoints when creating the service
|
| 32 |
+
# client as shown in:
|
| 33 |
+
# https://googleapis.dev/python/google-api-core/latest/client_options.html
|
| 34 |
+
from google.cloud import aiplatform_v1
|
| 35 |
+
|
| 36 |
+
|
| 37 |
+
def sample_server_streaming_predict():
|
| 38 |
+
# Create a client
|
| 39 |
+
client = aiplatform_v1.PredictionServiceClient()
|
| 40 |
+
|
| 41 |
+
# Initialize request argument(s)
|
| 42 |
+
request = aiplatform_v1.StreamingPredictRequest(
|
| 43 |
+
endpoint="endpoint_value",
|
| 44 |
+
)
|
| 45 |
+
|
| 46 |
+
# Make the request
|
| 47 |
+
stream = client.server_streaming_predict(request=request)
|
| 48 |
+
|
| 49 |
+
# Handle the response
|
| 50 |
+
for response in stream:
|
| 51 |
+
print(response)
|
| 52 |
+
|
| 53 |
+
# [END aiplatform_v1_generated_PredictionService_ServerStreamingPredict_sync]
|
testbed/googleapis__python-aiplatform/samples/generated_samples/aiplatform_v1_generated_prediction_service_stream_direct_predict_async.py
ADDED
|
@@ -0,0 +1,63 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
# -*- coding: utf-8 -*-
|
| 2 |
+
# Copyright 2024 Google LLC
|
| 3 |
+
#
|
| 4 |
+
# Licensed under the Apache License, Version 2.0 (the "License");
|
| 5 |
+
# you may not use this file except in compliance with the License.
|
| 6 |
+
# You may obtain a copy of the License at
|
| 7 |
+
#
|
| 8 |
+
# http://www.apache.org/licenses/LICENSE-2.0
|
| 9 |
+
#
|
| 10 |
+
# Unless required by applicable law or agreed to in writing, software
|
| 11 |
+
# distributed under the License is distributed on an "AS IS" BASIS,
|
| 12 |
+
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
|
| 13 |
+
# See the License for the specific language governing permissions and
|
| 14 |
+
# limitations under the License.
|
| 15 |
+
#
|
| 16 |
+
# Generated code. DO NOT EDIT!
|
| 17 |
+
#
|
| 18 |
+
# Snippet for StreamDirectPredict
|
| 19 |
+
# NOTE: This snippet has been automatically generated for illustrative purposes only.
|
| 20 |
+
# It may require modifications to work in your environment.
|
| 21 |
+
|
| 22 |
+
# To install the latest published package dependency, execute the following:
|
| 23 |
+
# python3 -m pip install google-cloud-aiplatform
|
| 24 |
+
|
| 25 |
+
|
| 26 |
+
# [START aiplatform_v1_generated_PredictionService_StreamDirectPredict_async]
|
| 27 |
+
# This snippet has been automatically generated and should be regarded as a
|
| 28 |
+
# code template only.
|
| 29 |
+
# It will require modifications to work:
|
| 30 |
+
# - It may require correct/in-range values for request initialization.
|
| 31 |
+
# - It may require specifying regional endpoints when creating the service
|
| 32 |
+
# client as shown in:
|
| 33 |
+
# https://googleapis.dev/python/google-api-core/latest/client_options.html
|
| 34 |
+
from google.cloud import aiplatform_v1
|
| 35 |
+
|
| 36 |
+
|
| 37 |
+
async def sample_stream_direct_predict():
|
| 38 |
+
# Create a client
|
| 39 |
+
client = aiplatform_v1.PredictionServiceAsyncClient()
|
| 40 |
+
|
| 41 |
+
# Initialize request argument(s)
|
| 42 |
+
request = aiplatform_v1.StreamDirectPredictRequest(
|
| 43 |
+
endpoint="endpoint_value",
|
| 44 |
+
)
|
| 45 |
+
|
| 46 |
+
# This method expects an iterator which contains
|
| 47 |
+
# 'aiplatform_v1.StreamDirectPredictRequest' objects
|
| 48 |
+
# Here we create a generator that yields a single `request` for
|
| 49 |
+
# demonstrative purposes.
|
| 50 |
+
requests = [request]
|
| 51 |
+
|
| 52 |
+
def request_generator():
|
| 53 |
+
for request in requests:
|
| 54 |
+
yield request
|
| 55 |
+
|
| 56 |
+
# Make the request
|
| 57 |
+
stream = await client.stream_direct_predict(requests=request_generator())
|
| 58 |
+
|
| 59 |
+
# Handle the response
|
| 60 |
+
async for response in stream:
|
| 61 |
+
print(response)
|
| 62 |
+
|
| 63 |
+
# [END aiplatform_v1_generated_PredictionService_StreamDirectPredict_async]
|
testbed/googleapis__python-aiplatform/samples/generated_samples/aiplatform_v1_generated_prediction_service_stream_direct_predict_sync.py
ADDED
|
@@ -0,0 +1,63 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
# -*- coding: utf-8 -*-
|
| 2 |
+
# Copyright 2024 Google LLC
|
| 3 |
+
#
|
| 4 |
+
# Licensed under the Apache License, Version 2.0 (the "License");
|
| 5 |
+
# you may not use this file except in compliance with the License.
|
| 6 |
+
# You may obtain a copy of the License at
|
| 7 |
+
#
|
| 8 |
+
# http://www.apache.org/licenses/LICENSE-2.0
|
| 9 |
+
#
|
| 10 |
+
# Unless required by applicable law or agreed to in writing, software
|
| 11 |
+
# distributed under the License is distributed on an "AS IS" BASIS,
|
| 12 |
+
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
|
| 13 |
+
# See the License for the specific language governing permissions and
|
| 14 |
+
# limitations under the License.
|
| 15 |
+
#
|
| 16 |
+
# Generated code. DO NOT EDIT!
|
| 17 |
+
#
|
| 18 |
+
# Snippet for StreamDirectPredict
|
| 19 |
+
# NOTE: This snippet has been automatically generated for illustrative purposes only.
|
| 20 |
+
# It may require modifications to work in your environment.
|
| 21 |
+
|
| 22 |
+
# To install the latest published package dependency, execute the following:
|
| 23 |
+
# python3 -m pip install google-cloud-aiplatform
|
| 24 |
+
|
| 25 |
+
|
| 26 |
+
# [START aiplatform_v1_generated_PredictionService_StreamDirectPredict_sync]
|
| 27 |
+
# This snippet has been automatically generated and should be regarded as a
|
| 28 |
+
# code template only.
|
| 29 |
+
# It will require modifications to work:
|
| 30 |
+
# - It may require correct/in-range values for request initialization.
|
| 31 |
+
# - It may require specifying regional endpoints when creating the service
|
| 32 |
+
# client as shown in:
|
| 33 |
+
# https://googleapis.dev/python/google-api-core/latest/client_options.html
|
| 34 |
+
from google.cloud import aiplatform_v1
|
| 35 |
+
|
| 36 |
+
|
| 37 |
+
def sample_stream_direct_predict():
|
| 38 |
+
# Create a client
|
| 39 |
+
client = aiplatform_v1.PredictionServiceClient()
|
| 40 |
+
|
| 41 |
+
# Initialize request argument(s)
|
| 42 |
+
request = aiplatform_v1.StreamDirectPredictRequest(
|
| 43 |
+
endpoint="endpoint_value",
|
| 44 |
+
)
|
| 45 |
+
|
| 46 |
+
# This method expects an iterator which contains
|
| 47 |
+
# 'aiplatform_v1.StreamDirectPredictRequest' objects
|
| 48 |
+
# Here we create a generator that yields a single `request` for
|
| 49 |
+
# demonstrative purposes.
|
| 50 |
+
requests = [request]
|
| 51 |
+
|
| 52 |
+
def request_generator():
|
| 53 |
+
for request in requests:
|
| 54 |
+
yield request
|
| 55 |
+
|
| 56 |
+
# Make the request
|
| 57 |
+
stream = client.stream_direct_predict(requests=request_generator())
|
| 58 |
+
|
| 59 |
+
# Handle the response
|
| 60 |
+
for response in stream:
|
| 61 |
+
print(response)
|
| 62 |
+
|
| 63 |
+
# [END aiplatform_v1_generated_PredictionService_StreamDirectPredict_sync]
|
testbed/googleapis__python-aiplatform/samples/generated_samples/aiplatform_v1_generated_prediction_service_stream_direct_raw_predict_async.py
ADDED
|
@@ -0,0 +1,63 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
# -*- coding: utf-8 -*-
|
| 2 |
+
# Copyright 2024 Google LLC
|
| 3 |
+
#
|
| 4 |
+
# Licensed under the Apache License, Version 2.0 (the "License");
|
| 5 |
+
# you may not use this file except in compliance with the License.
|
| 6 |
+
# You may obtain a copy of the License at
|
| 7 |
+
#
|
| 8 |
+
# http://www.apache.org/licenses/LICENSE-2.0
|
| 9 |
+
#
|
| 10 |
+
# Unless required by applicable law or agreed to in writing, software
|
| 11 |
+
# distributed under the License is distributed on an "AS IS" BASIS,
|
| 12 |
+
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
|
| 13 |
+
# See the License for the specific language governing permissions and
|
| 14 |
+
# limitations under the License.
|
| 15 |
+
#
|
| 16 |
+
# Generated code. DO NOT EDIT!
|
| 17 |
+
#
|
| 18 |
+
# Snippet for StreamDirectRawPredict
|
| 19 |
+
# NOTE: This snippet has been automatically generated for illustrative purposes only.
|
| 20 |
+
# It may require modifications to work in your environment.
|
| 21 |
+
|
| 22 |
+
# To install the latest published package dependency, execute the following:
|
| 23 |
+
# python3 -m pip install google-cloud-aiplatform
|
| 24 |
+
|
| 25 |
+
|
| 26 |
+
# [START aiplatform_v1_generated_PredictionService_StreamDirectRawPredict_async]
|
| 27 |
+
# This snippet has been automatically generated and should be regarded as a
|
| 28 |
+
# code template only.
|
| 29 |
+
# It will require modifications to work:
|
| 30 |
+
# - It may require correct/in-range values for request initialization.
|
| 31 |
+
# - It may require specifying regional endpoints when creating the service
|
| 32 |
+
# client as shown in:
|
| 33 |
+
# https://googleapis.dev/python/google-api-core/latest/client_options.html
|
| 34 |
+
from google.cloud import aiplatform_v1
|
| 35 |
+
|
| 36 |
+
|
| 37 |
+
async def sample_stream_direct_raw_predict():
|
| 38 |
+
# Create a client
|
| 39 |
+
client = aiplatform_v1.PredictionServiceAsyncClient()
|
| 40 |
+
|
| 41 |
+
# Initialize request argument(s)
|
| 42 |
+
request = aiplatform_v1.StreamDirectRawPredictRequest(
|
| 43 |
+
endpoint="endpoint_value",
|
| 44 |
+
)
|
| 45 |
+
|
| 46 |
+
# This method expects an iterator which contains
|
| 47 |
+
# 'aiplatform_v1.StreamDirectRawPredictRequest' objects
|
| 48 |
+
# Here we create a generator that yields a single `request` for
|
| 49 |
+
# demonstrative purposes.
|
| 50 |
+
requests = [request]
|
| 51 |
+
|
| 52 |
+
def request_generator():
|
| 53 |
+
for request in requests:
|
| 54 |
+
yield request
|
| 55 |
+
|
| 56 |
+
# Make the request
|
| 57 |
+
stream = await client.stream_direct_raw_predict(requests=request_generator())
|
| 58 |
+
|
| 59 |
+
# Handle the response
|
| 60 |
+
async for response in stream:
|
| 61 |
+
print(response)
|
| 62 |
+
|
| 63 |
+
# [END aiplatform_v1_generated_PredictionService_StreamDirectRawPredict_async]
|
testbed/googleapis__python-aiplatform/samples/generated_samples/aiplatform_v1_generated_prediction_service_stream_direct_raw_predict_sync.py
ADDED
|
@@ -0,0 +1,63 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
# -*- coding: utf-8 -*-
|
| 2 |
+
# Copyright 2024 Google LLC
|
| 3 |
+
#
|
| 4 |
+
# Licensed under the Apache License, Version 2.0 (the "License");
|
| 5 |
+
# you may not use this file except in compliance with the License.
|
| 6 |
+
# You may obtain a copy of the License at
|
| 7 |
+
#
|
| 8 |
+
# http://www.apache.org/licenses/LICENSE-2.0
|
| 9 |
+
#
|
| 10 |
+
# Unless required by applicable law or agreed to in writing, software
|
| 11 |
+
# distributed under the License is distributed on an "AS IS" BASIS,
|
| 12 |
+
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
|
| 13 |
+
# See the License for the specific language governing permissions and
|
| 14 |
+
# limitations under the License.
|
| 15 |
+
#
|
| 16 |
+
# Generated code. DO NOT EDIT!
|
| 17 |
+
#
|
| 18 |
+
# Snippet for StreamDirectRawPredict
|
| 19 |
+
# NOTE: This snippet has been automatically generated for illustrative purposes only.
|
| 20 |
+
# It may require modifications to work in your environment.
|
| 21 |
+
|
| 22 |
+
# To install the latest published package dependency, execute the following:
|
| 23 |
+
# python3 -m pip install google-cloud-aiplatform
|
| 24 |
+
|
| 25 |
+
|
| 26 |
+
# [START aiplatform_v1_generated_PredictionService_StreamDirectRawPredict_sync]
|
| 27 |
+
# This snippet has been automatically generated and should be regarded as a
|
| 28 |
+
# code template only.
|
| 29 |
+
# It will require modifications to work:
|
| 30 |
+
# - It may require correct/in-range values for request initialization.
|
| 31 |
+
# - It may require specifying regional endpoints when creating the service
|
| 32 |
+
# client as shown in:
|
| 33 |
+
# https://googleapis.dev/python/google-api-core/latest/client_options.html
|
| 34 |
+
from google.cloud import aiplatform_v1
|
| 35 |
+
|
| 36 |
+
|
| 37 |
+
def sample_stream_direct_raw_predict():
|
| 38 |
+
# Create a client
|
| 39 |
+
client = aiplatform_v1.PredictionServiceClient()
|
| 40 |
+
|
| 41 |
+
# Initialize request argument(s)
|
| 42 |
+
request = aiplatform_v1.StreamDirectRawPredictRequest(
|
| 43 |
+
endpoint="endpoint_value",
|
| 44 |
+
)
|
| 45 |
+
|
| 46 |
+
# This method expects an iterator which contains
|
| 47 |
+
# 'aiplatform_v1.StreamDirectRawPredictRequest' objects
|
| 48 |
+
# Here we create a generator that yields a single `request` for
|
| 49 |
+
# demonstrative purposes.
|
| 50 |
+
requests = [request]
|
| 51 |
+
|
| 52 |
+
def request_generator():
|
| 53 |
+
for request in requests:
|
| 54 |
+
yield request
|
| 55 |
+
|
| 56 |
+
# Make the request
|
| 57 |
+
stream = client.stream_direct_raw_predict(requests=request_generator())
|
| 58 |
+
|
| 59 |
+
# Handle the response
|
| 60 |
+
for response in stream:
|
| 61 |
+
print(response)
|
| 62 |
+
|
| 63 |
+
# [END aiplatform_v1_generated_PredictionService_StreamDirectRawPredict_sync]
|
testbed/googleapis__python-aiplatform/samples/generated_samples/aiplatform_v1_generated_prediction_service_stream_generate_content_async.py
ADDED
|
@@ -0,0 +1,57 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
# -*- coding: utf-8 -*-
|
| 2 |
+
# Copyright 2024 Google LLC
|
| 3 |
+
#
|
| 4 |
+
# Licensed under the Apache License, Version 2.0 (the "License");
|
| 5 |
+
# you may not use this file except in compliance with the License.
|
| 6 |
+
# You may obtain a copy of the License at
|
| 7 |
+
#
|
| 8 |
+
# http://www.apache.org/licenses/LICENSE-2.0
|
| 9 |
+
#
|
| 10 |
+
# Unless required by applicable law or agreed to in writing, software
|
| 11 |
+
# distributed under the License is distributed on an "AS IS" BASIS,
|
| 12 |
+
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
|
| 13 |
+
# See the License for the specific language governing permissions and
|
| 14 |
+
# limitations under the License.
|
| 15 |
+
#
|
| 16 |
+
# Generated code. DO NOT EDIT!
|
| 17 |
+
#
|
| 18 |
+
# Snippet for StreamGenerateContent
|
| 19 |
+
# NOTE: This snippet has been automatically generated for illustrative purposes only.
|
| 20 |
+
# It may require modifications to work in your environment.
|
| 21 |
+
|
| 22 |
+
# To install the latest published package dependency, execute the following:
|
| 23 |
+
# python3 -m pip install google-cloud-aiplatform
|
| 24 |
+
|
| 25 |
+
|
| 26 |
+
# [START aiplatform_v1_generated_PredictionService_StreamGenerateContent_async]
|
| 27 |
+
# This snippet has been automatically generated and should be regarded as a
|
| 28 |
+
# code template only.
|
| 29 |
+
# It will require modifications to work:
|
| 30 |
+
# - It may require correct/in-range values for request initialization.
|
| 31 |
+
# - It may require specifying regional endpoints when creating the service
|
| 32 |
+
# client as shown in:
|
| 33 |
+
# https://googleapis.dev/python/google-api-core/latest/client_options.html
|
| 34 |
+
from google.cloud import aiplatform_v1
|
| 35 |
+
|
| 36 |
+
|
| 37 |
+
async def sample_stream_generate_content():
|
| 38 |
+
# Create a client
|
| 39 |
+
client = aiplatform_v1.PredictionServiceAsyncClient()
|
| 40 |
+
|
| 41 |
+
# Initialize request argument(s)
|
| 42 |
+
contents = aiplatform_v1.Content()
|
| 43 |
+
contents.parts.text = "text_value"
|
| 44 |
+
|
| 45 |
+
request = aiplatform_v1.GenerateContentRequest(
|
| 46 |
+
model="model_value",
|
| 47 |
+
contents=contents,
|
| 48 |
+
)
|
| 49 |
+
|
| 50 |
+
# Make the request
|
| 51 |
+
stream = await client.stream_generate_content(request=request)
|
| 52 |
+
|
| 53 |
+
# Handle the response
|
| 54 |
+
async for response in stream:
|
| 55 |
+
print(response)
|
| 56 |
+
|
| 57 |
+
# [END aiplatform_v1_generated_PredictionService_StreamGenerateContent_async]
|
testbed/googleapis__python-aiplatform/samples/generated_samples/aiplatform_v1_generated_prediction_service_stream_generate_content_sync.py
ADDED
|
@@ -0,0 +1,57 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
# -*- coding: utf-8 -*-
|
| 2 |
+
# Copyright 2024 Google LLC
|
| 3 |
+
#
|
| 4 |
+
# Licensed under the Apache License, Version 2.0 (the "License");
|
| 5 |
+
# you may not use this file except in compliance with the License.
|
| 6 |
+
# You may obtain a copy of the License at
|
| 7 |
+
#
|
| 8 |
+
# http://www.apache.org/licenses/LICENSE-2.0
|
| 9 |
+
#
|
| 10 |
+
# Unless required by applicable law or agreed to in writing, software
|
| 11 |
+
# distributed under the License is distributed on an "AS IS" BASIS,
|
| 12 |
+
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
|
| 13 |
+
# See the License for the specific language governing permissions and
|
| 14 |
+
# limitations under the License.
|
| 15 |
+
#
|
| 16 |
+
# Generated code. DO NOT EDIT!
|
| 17 |
+
#
|
| 18 |
+
# Snippet for StreamGenerateContent
|
| 19 |
+
# NOTE: This snippet has been automatically generated for illustrative purposes only.
|
| 20 |
+
# It may require modifications to work in your environment.
|
| 21 |
+
|
| 22 |
+
# To install the latest published package dependency, execute the following:
|
| 23 |
+
# python3 -m pip install google-cloud-aiplatform
|
| 24 |
+
|
| 25 |
+
|
| 26 |
+
# [START aiplatform_v1_generated_PredictionService_StreamGenerateContent_sync]
|
| 27 |
+
# This snippet has been automatically generated and should be regarded as a
|
| 28 |
+
# code template only.
|
| 29 |
+
# It will require modifications to work:
|
| 30 |
+
# - It may require correct/in-range values for request initialization.
|
| 31 |
+
# - It may require specifying regional endpoints when creating the service
|
| 32 |
+
# client as shown in:
|
| 33 |
+
# https://googleapis.dev/python/google-api-core/latest/client_options.html
|
| 34 |
+
from google.cloud import aiplatform_v1
|
| 35 |
+
|
| 36 |
+
|
| 37 |
+
def sample_stream_generate_content():
|
| 38 |
+
# Create a client
|
| 39 |
+
client = aiplatform_v1.PredictionServiceClient()
|
| 40 |
+
|
| 41 |
+
# Initialize request argument(s)
|
| 42 |
+
contents = aiplatform_v1.Content()
|
| 43 |
+
contents.parts.text = "text_value"
|
| 44 |
+
|
| 45 |
+
request = aiplatform_v1.GenerateContentRequest(
|
| 46 |
+
model="model_value",
|
| 47 |
+
contents=contents,
|
| 48 |
+
)
|
| 49 |
+
|
| 50 |
+
# Make the request
|
| 51 |
+
stream = client.stream_generate_content(request=request)
|
| 52 |
+
|
| 53 |
+
# Handle the response
|
| 54 |
+
for response in stream:
|
| 55 |
+
print(response)
|
| 56 |
+
|
| 57 |
+
# [END aiplatform_v1_generated_PredictionService_StreamGenerateContent_sync]
|
testbed/googleapis__python-aiplatform/samples/generated_samples/aiplatform_v1_generated_prediction_service_stream_raw_predict_async.py
ADDED
|
@@ -0,0 +1,53 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
# -*- coding: utf-8 -*-
|
| 2 |
+
# Copyright 2024 Google LLC
|
| 3 |
+
#
|
| 4 |
+
# Licensed under the Apache License, Version 2.0 (the "License");
|
| 5 |
+
# you may not use this file except in compliance with the License.
|
| 6 |
+
# You may obtain a copy of the License at
|
| 7 |
+
#
|
| 8 |
+
# http://www.apache.org/licenses/LICENSE-2.0
|
| 9 |
+
#
|
| 10 |
+
# Unless required by applicable law or agreed to in writing, software
|
| 11 |
+
# distributed under the License is distributed on an "AS IS" BASIS,
|
| 12 |
+
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
|
| 13 |
+
# See the License for the specific language governing permissions and
|
| 14 |
+
# limitations under the License.
|
| 15 |
+
#
|
| 16 |
+
# Generated code. DO NOT EDIT!
|
| 17 |
+
#
|
| 18 |
+
# Snippet for StreamRawPredict
|
| 19 |
+
# NOTE: This snippet has been automatically generated for illustrative purposes only.
|
| 20 |
+
# It may require modifications to work in your environment.
|
| 21 |
+
|
| 22 |
+
# To install the latest published package dependency, execute the following:
|
| 23 |
+
# python3 -m pip install google-cloud-aiplatform
|
| 24 |
+
|
| 25 |
+
|
| 26 |
+
# [START aiplatform_v1_generated_PredictionService_StreamRawPredict_async]
|
| 27 |
+
# This snippet has been automatically generated and should be regarded as a
|
| 28 |
+
# code template only.
|
| 29 |
+
# It will require modifications to work:
|
| 30 |
+
# - It may require correct/in-range values for request initialization.
|
| 31 |
+
# - It may require specifying regional endpoints when creating the service
|
| 32 |
+
# client as shown in:
|
| 33 |
+
# https://googleapis.dev/python/google-api-core/latest/client_options.html
|
| 34 |
+
from google.cloud import aiplatform_v1
|
| 35 |
+
|
| 36 |
+
|
| 37 |
+
async def sample_stream_raw_predict():
|
| 38 |
+
# Create a client
|
| 39 |
+
client = aiplatform_v1.PredictionServiceAsyncClient()
|
| 40 |
+
|
| 41 |
+
# Initialize request argument(s)
|
| 42 |
+
request = aiplatform_v1.StreamRawPredictRequest(
|
| 43 |
+
endpoint="endpoint_value",
|
| 44 |
+
)
|
| 45 |
+
|
| 46 |
+
# Make the request
|
| 47 |
+
stream = await client.stream_raw_predict(request=request)
|
| 48 |
+
|
| 49 |
+
# Handle the response
|
| 50 |
+
async for response in stream:
|
| 51 |
+
print(response)
|
| 52 |
+
|
| 53 |
+
# [END aiplatform_v1_generated_PredictionService_StreamRawPredict_async]
|
testbed/googleapis__python-aiplatform/samples/generated_samples/aiplatform_v1_generated_prediction_service_stream_raw_predict_sync.py
ADDED
|
@@ -0,0 +1,53 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
# -*- coding: utf-8 -*-
|
| 2 |
+
# Copyright 2024 Google LLC
|
| 3 |
+
#
|
| 4 |
+
# Licensed under the Apache License, Version 2.0 (the "License");
|
| 5 |
+
# you may not use this file except in compliance with the License.
|
| 6 |
+
# You may obtain a copy of the License at
|
| 7 |
+
#
|
| 8 |
+
# http://www.apache.org/licenses/LICENSE-2.0
|
| 9 |
+
#
|
| 10 |
+
# Unless required by applicable law or agreed to in writing, software
|
| 11 |
+
# distributed under the License is distributed on an "AS IS" BASIS,
|
| 12 |
+
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
|
| 13 |
+
# See the License for the specific language governing permissions and
|
| 14 |
+
# limitations under the License.
|
| 15 |
+
#
|
| 16 |
+
# Generated code. DO NOT EDIT!
|
| 17 |
+
#
|
| 18 |
+
# Snippet for StreamRawPredict
|
| 19 |
+
# NOTE: This snippet has been automatically generated for illustrative purposes only.
|
| 20 |
+
# It may require modifications to work in your environment.
|
| 21 |
+
|
| 22 |
+
# To install the latest published package dependency, execute the following:
|
| 23 |
+
# python3 -m pip install google-cloud-aiplatform
|
| 24 |
+
|
| 25 |
+
|
| 26 |
+
# [START aiplatform_v1_generated_PredictionService_StreamRawPredict_sync]
|
| 27 |
+
# This snippet has been automatically generated and should be regarded as a
|
| 28 |
+
# code template only.
|
| 29 |
+
# It will require modifications to work:
|
| 30 |
+
# - It may require correct/in-range values for request initialization.
|
| 31 |
+
# - It may require specifying regional endpoints when creating the service
|
| 32 |
+
# client as shown in:
|
| 33 |
+
# https://googleapis.dev/python/google-api-core/latest/client_options.html
|
| 34 |
+
from google.cloud import aiplatform_v1
|
| 35 |
+
|
| 36 |
+
|
| 37 |
+
def sample_stream_raw_predict():
|
| 38 |
+
# Create a client
|
| 39 |
+
client = aiplatform_v1.PredictionServiceClient()
|
| 40 |
+
|
| 41 |
+
# Initialize request argument(s)
|
| 42 |
+
request = aiplatform_v1.StreamRawPredictRequest(
|
| 43 |
+
endpoint="endpoint_value",
|
| 44 |
+
)
|
| 45 |
+
|
| 46 |
+
# Make the request
|
| 47 |
+
stream = client.stream_raw_predict(request=request)
|
| 48 |
+
|
| 49 |
+
# Handle the response
|
| 50 |
+
for response in stream:
|
| 51 |
+
print(response)
|
| 52 |
+
|
| 53 |
+
# [END aiplatform_v1_generated_PredictionService_StreamRawPredict_sync]
|
testbed/googleapis__python-aiplatform/samples/generated_samples/aiplatform_v1_generated_prediction_service_streaming_predict_async.py
ADDED
|
@@ -0,0 +1,63 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
# -*- coding: utf-8 -*-
|
| 2 |
+
# Copyright 2024 Google LLC
|
| 3 |
+
#
|
| 4 |
+
# Licensed under the Apache License, Version 2.0 (the "License");
|
| 5 |
+
# you may not use this file except in compliance with the License.
|
| 6 |
+
# You may obtain a copy of the License at
|
| 7 |
+
#
|
| 8 |
+
# http://www.apache.org/licenses/LICENSE-2.0
|
| 9 |
+
#
|
| 10 |
+
# Unless required by applicable law or agreed to in writing, software
|
| 11 |
+
# distributed under the License is distributed on an "AS IS" BASIS,
|
| 12 |
+
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
|
| 13 |
+
# See the License for the specific language governing permissions and
|
| 14 |
+
# limitations under the License.
|
| 15 |
+
#
|
| 16 |
+
# Generated code. DO NOT EDIT!
|
| 17 |
+
#
|
| 18 |
+
# Snippet for StreamingPredict
|
| 19 |
+
# NOTE: This snippet has been automatically generated for illustrative purposes only.
|
| 20 |
+
# It may require modifications to work in your environment.
|
| 21 |
+
|
| 22 |
+
# To install the latest published package dependency, execute the following:
|
| 23 |
+
# python3 -m pip install google-cloud-aiplatform
|
| 24 |
+
|
| 25 |
+
|
| 26 |
+
# [START aiplatform_v1_generated_PredictionService_StreamingPredict_async]
|
| 27 |
+
# This snippet has been automatically generated and should be regarded as a
|
| 28 |
+
# code template only.
|
| 29 |
+
# It will require modifications to work:
|
| 30 |
+
# - It may require correct/in-range values for request initialization.
|
| 31 |
+
# - It may require specifying regional endpoints when creating the service
|
| 32 |
+
# client as shown in:
|
| 33 |
+
# https://googleapis.dev/python/google-api-core/latest/client_options.html
|
| 34 |
+
from google.cloud import aiplatform_v1
|
| 35 |
+
|
| 36 |
+
|
| 37 |
+
async def sample_streaming_predict():
|
| 38 |
+
# Create a client
|
| 39 |
+
client = aiplatform_v1.PredictionServiceAsyncClient()
|
| 40 |
+
|
| 41 |
+
# Initialize request argument(s)
|
| 42 |
+
request = aiplatform_v1.StreamingPredictRequest(
|
| 43 |
+
endpoint="endpoint_value",
|
| 44 |
+
)
|
| 45 |
+
|
| 46 |
+
# This method expects an iterator which contains
|
| 47 |
+
# 'aiplatform_v1.StreamingPredictRequest' objects
|
| 48 |
+
# Here we create a generator that yields a single `request` for
|
| 49 |
+
# demonstrative purposes.
|
| 50 |
+
requests = [request]
|
| 51 |
+
|
| 52 |
+
def request_generator():
|
| 53 |
+
for request in requests:
|
| 54 |
+
yield request
|
| 55 |
+
|
| 56 |
+
# Make the request
|
| 57 |
+
stream = await client.streaming_predict(requests=request_generator())
|
| 58 |
+
|
| 59 |
+
# Handle the response
|
| 60 |
+
async for response in stream:
|
| 61 |
+
print(response)
|
| 62 |
+
|
| 63 |
+
# [END aiplatform_v1_generated_PredictionService_StreamingPredict_async]
|
testbed/googleapis__python-aiplatform/samples/generated_samples/aiplatform_v1_generated_prediction_service_streaming_predict_sync.py
ADDED
|
@@ -0,0 +1,63 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
# -*- coding: utf-8 -*-
|
| 2 |
+
# Copyright 2024 Google LLC
|
| 3 |
+
#
|
| 4 |
+
# Licensed under the Apache License, Version 2.0 (the "License");
|
| 5 |
+
# you may not use this file except in compliance with the License.
|
| 6 |
+
# You may obtain a copy of the License at
|
| 7 |
+
#
|
| 8 |
+
# http://www.apache.org/licenses/LICENSE-2.0
|
| 9 |
+
#
|
| 10 |
+
# Unless required by applicable law or agreed to in writing, software
|
| 11 |
+
# distributed under the License is distributed on an "AS IS" BASIS,
|
| 12 |
+
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
|
| 13 |
+
# See the License for the specific language governing permissions and
|
| 14 |
+
# limitations under the License.
|
| 15 |
+
#
|
| 16 |
+
# Generated code. DO NOT EDIT!
|
| 17 |
+
#
|
| 18 |
+
# Snippet for StreamingPredict
|
| 19 |
+
# NOTE: This snippet has been automatically generated for illustrative purposes only.
|
| 20 |
+
# It may require modifications to work in your environment.
|
| 21 |
+
|
| 22 |
+
# To install the latest published package dependency, execute the following:
|
| 23 |
+
# python3 -m pip install google-cloud-aiplatform
|
| 24 |
+
|
| 25 |
+
|
| 26 |
+
# [START aiplatform_v1_generated_PredictionService_StreamingPredict_sync]
|
| 27 |
+
# This snippet has been automatically generated and should be regarded as a
|
| 28 |
+
# code template only.
|
| 29 |
+
# It will require modifications to work:
|
| 30 |
+
# - It may require correct/in-range values for request initialization.
|
| 31 |
+
# - It may require specifying regional endpoints when creating the service
|
| 32 |
+
# client as shown in:
|
| 33 |
+
# https://googleapis.dev/python/google-api-core/latest/client_options.html
|
| 34 |
+
from google.cloud import aiplatform_v1
|
| 35 |
+
|
| 36 |
+
|
| 37 |
+
def sample_streaming_predict():
|
| 38 |
+
# Create a client
|
| 39 |
+
client = aiplatform_v1.PredictionServiceClient()
|
| 40 |
+
|
| 41 |
+
# Initialize request argument(s)
|
| 42 |
+
request = aiplatform_v1.StreamingPredictRequest(
|
| 43 |
+
endpoint="endpoint_value",
|
| 44 |
+
)
|
| 45 |
+
|
| 46 |
+
# This method expects an iterator which contains
|
| 47 |
+
# 'aiplatform_v1.StreamingPredictRequest' objects
|
| 48 |
+
# Here we create a generator that yields a single `request` for
|
| 49 |
+
# demonstrative purposes.
|
| 50 |
+
requests = [request]
|
| 51 |
+
|
| 52 |
+
def request_generator():
|
| 53 |
+
for request in requests:
|
| 54 |
+
yield request
|
| 55 |
+
|
| 56 |
+
# Make the request
|
| 57 |
+
stream = client.streaming_predict(requests=request_generator())
|
| 58 |
+
|
| 59 |
+
# Handle the response
|
| 60 |
+
for response in stream:
|
| 61 |
+
print(response)
|
| 62 |
+
|
| 63 |
+
# [END aiplatform_v1_generated_PredictionService_StreamingPredict_sync]
|
testbed/googleapis__python-aiplatform/samples/generated_samples/aiplatform_v1_generated_prediction_service_streaming_raw_predict_async.py
ADDED
|
@@ -0,0 +1,63 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
# -*- coding: utf-8 -*-
|
| 2 |
+
# Copyright 2024 Google LLC
|
| 3 |
+
#
|
| 4 |
+
# Licensed under the Apache License, Version 2.0 (the "License");
|
| 5 |
+
# you may not use this file except in compliance with the License.
|
| 6 |
+
# You may obtain a copy of the License at
|
| 7 |
+
#
|
| 8 |
+
# http://www.apache.org/licenses/LICENSE-2.0
|
| 9 |
+
#
|
| 10 |
+
# Unless required by applicable law or agreed to in writing, software
|
| 11 |
+
# distributed under the License is distributed on an "AS IS" BASIS,
|
| 12 |
+
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
|
| 13 |
+
# See the License for the specific language governing permissions and
|
| 14 |
+
# limitations under the License.
|
| 15 |
+
#
|
| 16 |
+
# Generated code. DO NOT EDIT!
|
| 17 |
+
#
|
| 18 |
+
# Snippet for StreamingRawPredict
|
| 19 |
+
# NOTE: This snippet has been automatically generated for illustrative purposes only.
|
| 20 |
+
# It may require modifications to work in your environment.
|
| 21 |
+
|
| 22 |
+
# To install the latest published package dependency, execute the following:
|
| 23 |
+
# python3 -m pip install google-cloud-aiplatform
|
| 24 |
+
|
| 25 |
+
|
| 26 |
+
# [START aiplatform_v1_generated_PredictionService_StreamingRawPredict_async]
|
| 27 |
+
# This snippet has been automatically generated and should be regarded as a
|
| 28 |
+
# code template only.
|
| 29 |
+
# It will require modifications to work:
|
| 30 |
+
# - It may require correct/in-range values for request initialization.
|
| 31 |
+
# - It may require specifying regional endpoints when creating the service
|
| 32 |
+
# client as shown in:
|
| 33 |
+
# https://googleapis.dev/python/google-api-core/latest/client_options.html
|
| 34 |
+
from google.cloud import aiplatform_v1
|
| 35 |
+
|
| 36 |
+
|
| 37 |
+
async def sample_streaming_raw_predict():
|
| 38 |
+
# Create a client
|
| 39 |
+
client = aiplatform_v1.PredictionServiceAsyncClient()
|
| 40 |
+
|
| 41 |
+
# Initialize request argument(s)
|
| 42 |
+
request = aiplatform_v1.StreamingRawPredictRequest(
|
| 43 |
+
endpoint="endpoint_value",
|
| 44 |
+
)
|
| 45 |
+
|
| 46 |
+
# This method expects an iterator which contains
|
| 47 |
+
# 'aiplatform_v1.StreamingRawPredictRequest' objects
|
| 48 |
+
# Here we create a generator that yields a single `request` for
|
| 49 |
+
# demonstrative purposes.
|
| 50 |
+
requests = [request]
|
| 51 |
+
|
| 52 |
+
def request_generator():
|
| 53 |
+
for request in requests:
|
| 54 |
+
yield request
|
| 55 |
+
|
| 56 |
+
# Make the request
|
| 57 |
+
stream = await client.streaming_raw_predict(requests=request_generator())
|
| 58 |
+
|
| 59 |
+
# Handle the response
|
| 60 |
+
async for response in stream:
|
| 61 |
+
print(response)
|
| 62 |
+
|
| 63 |
+
# [END aiplatform_v1_generated_PredictionService_StreamingRawPredict_async]
|
testbed/googleapis__python-aiplatform/samples/generated_samples/aiplatform_v1_generated_prediction_service_streaming_raw_predict_sync.py
ADDED
|
@@ -0,0 +1,63 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
# -*- coding: utf-8 -*-
|
| 2 |
+
# Copyright 2024 Google LLC
|
| 3 |
+
#
|
| 4 |
+
# Licensed under the Apache License, Version 2.0 (the "License");
|
| 5 |
+
# you may not use this file except in compliance with the License.
|
| 6 |
+
# You may obtain a copy of the License at
|
| 7 |
+
#
|
| 8 |
+
# http://www.apache.org/licenses/LICENSE-2.0
|
| 9 |
+
#
|
| 10 |
+
# Unless required by applicable law or agreed to in writing, software
|
| 11 |
+
# distributed under the License is distributed on an "AS IS" BASIS,
|
| 12 |
+
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
|
| 13 |
+
# See the License for the specific language governing permissions and
|
| 14 |
+
# limitations under the License.
|
| 15 |
+
#
|
| 16 |
+
# Generated code. DO NOT EDIT!
|
| 17 |
+
#
|
| 18 |
+
# Snippet for StreamingRawPredict
|
| 19 |
+
# NOTE: This snippet has been automatically generated for illustrative purposes only.
|
| 20 |
+
# It may require modifications to work in your environment.
|
| 21 |
+
|
| 22 |
+
# To install the latest published package dependency, execute the following:
|
| 23 |
+
# python3 -m pip install google-cloud-aiplatform
|
| 24 |
+
|
| 25 |
+
|
| 26 |
+
# [START aiplatform_v1_generated_PredictionService_StreamingRawPredict_sync]
|
| 27 |
+
# This snippet has been automatically generated and should be regarded as a
|
| 28 |
+
# code template only.
|
| 29 |
+
# It will require modifications to work:
|
| 30 |
+
# - It may require correct/in-range values for request initialization.
|
| 31 |
+
# - It may require specifying regional endpoints when creating the service
|
| 32 |
+
# client as shown in:
|
| 33 |
+
# https://googleapis.dev/python/google-api-core/latest/client_options.html
|
| 34 |
+
from google.cloud import aiplatform_v1
|
| 35 |
+
|
| 36 |
+
|
| 37 |
+
def sample_streaming_raw_predict():
|
| 38 |
+
# Create a client
|
| 39 |
+
client = aiplatform_v1.PredictionServiceClient()
|
| 40 |
+
|
| 41 |
+
# Initialize request argument(s)
|
| 42 |
+
request = aiplatform_v1.StreamingRawPredictRequest(
|
| 43 |
+
endpoint="endpoint_value",
|
| 44 |
+
)
|
| 45 |
+
|
| 46 |
+
# This method expects an iterator which contains
|
| 47 |
+
# 'aiplatform_v1.StreamingRawPredictRequest' objects
|
| 48 |
+
# Here we create a generator that yields a single `request` for
|
| 49 |
+
# demonstrative purposes.
|
| 50 |
+
requests = [request]
|
| 51 |
+
|
| 52 |
+
def request_generator():
|
| 53 |
+
for request in requests:
|
| 54 |
+
yield request
|
| 55 |
+
|
| 56 |
+
# Make the request
|
| 57 |
+
stream = client.streaming_raw_predict(requests=request_generator())
|
| 58 |
+
|
| 59 |
+
# Handle the response
|
| 60 |
+
for response in stream:
|
| 61 |
+
print(response)
|
| 62 |
+
|
| 63 |
+
# [END aiplatform_v1_generated_PredictionService_StreamingRawPredict_sync]
|
testbed/googleapis__python-aiplatform/samples/generated_samples/aiplatform_v1_generated_schedule_service_create_schedule_async.py
ADDED
|
@@ -0,0 +1,59 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
# -*- coding: utf-8 -*-
|
| 2 |
+
# Copyright 2024 Google LLC
|
| 3 |
+
#
|
| 4 |
+
# Licensed under the Apache License, Version 2.0 (the "License");
|
| 5 |
+
# you may not use this file except in compliance with the License.
|
| 6 |
+
# You may obtain a copy of the License at
|
| 7 |
+
#
|
| 8 |
+
# http://www.apache.org/licenses/LICENSE-2.0
|
| 9 |
+
#
|
| 10 |
+
# Unless required by applicable law or agreed to in writing, software
|
| 11 |
+
# distributed under the License is distributed on an "AS IS" BASIS,
|
| 12 |
+
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
|
| 13 |
+
# See the License for the specific language governing permissions and
|
| 14 |
+
# limitations under the License.
|
| 15 |
+
#
|
| 16 |
+
# Generated code. DO NOT EDIT!
|
| 17 |
+
#
|
| 18 |
+
# Snippet for CreateSchedule
|
| 19 |
+
# NOTE: This snippet has been automatically generated for illustrative purposes only.
|
| 20 |
+
# It may require modifications to work in your environment.
|
| 21 |
+
|
| 22 |
+
# To install the latest published package dependency, execute the following:
|
| 23 |
+
# python3 -m pip install google-cloud-aiplatform
|
| 24 |
+
|
| 25 |
+
|
| 26 |
+
# [START aiplatform_v1_generated_ScheduleService_CreateSchedule_async]
|
| 27 |
+
# This snippet has been automatically generated and should be regarded as a
|
| 28 |
+
# code template only.
|
| 29 |
+
# It will require modifications to work:
|
| 30 |
+
# - It may require correct/in-range values for request initialization.
|
| 31 |
+
# - It may require specifying regional endpoints when creating the service
|
| 32 |
+
# client as shown in:
|
| 33 |
+
# https://googleapis.dev/python/google-api-core/latest/client_options.html
|
| 34 |
+
from google.cloud import aiplatform_v1
|
| 35 |
+
|
| 36 |
+
|
| 37 |
+
async def sample_create_schedule():
|
| 38 |
+
# Create a client
|
| 39 |
+
client = aiplatform_v1.ScheduleServiceAsyncClient()
|
| 40 |
+
|
| 41 |
+
# Initialize request argument(s)
|
| 42 |
+
schedule = aiplatform_v1.Schedule()
|
| 43 |
+
schedule.cron = "cron_value"
|
| 44 |
+
schedule.create_pipeline_job_request.parent = "parent_value"
|
| 45 |
+
schedule.display_name = "display_name_value"
|
| 46 |
+
schedule.max_concurrent_run_count = 2596
|
| 47 |
+
|
| 48 |
+
request = aiplatform_v1.CreateScheduleRequest(
|
| 49 |
+
parent="parent_value",
|
| 50 |
+
schedule=schedule,
|
| 51 |
+
)
|
| 52 |
+
|
| 53 |
+
# Make the request
|
| 54 |
+
response = await client.create_schedule(request=request)
|
| 55 |
+
|
| 56 |
+
# Handle the response
|
| 57 |
+
print(response)
|
| 58 |
+
|
| 59 |
+
# [END aiplatform_v1_generated_ScheduleService_CreateSchedule_async]
|
testbed/googleapis__python-aiplatform/samples/generated_samples/aiplatform_v1_generated_schedule_service_create_schedule_sync.py
ADDED
|
@@ -0,0 +1,59 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
# -*- coding: utf-8 -*-
|
| 2 |
+
# Copyright 2024 Google LLC
|
| 3 |
+
#
|
| 4 |
+
# Licensed under the Apache License, Version 2.0 (the "License");
|
| 5 |
+
# you may not use this file except in compliance with the License.
|
| 6 |
+
# You may obtain a copy of the License at
|
| 7 |
+
#
|
| 8 |
+
# http://www.apache.org/licenses/LICENSE-2.0
|
| 9 |
+
#
|
| 10 |
+
# Unless required by applicable law or agreed to in writing, software
|
| 11 |
+
# distributed under the License is distributed on an "AS IS" BASIS,
|
| 12 |
+
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
|
| 13 |
+
# See the License for the specific language governing permissions and
|
| 14 |
+
# limitations under the License.
|
| 15 |
+
#
|
| 16 |
+
# Generated code. DO NOT EDIT!
|
| 17 |
+
#
|
| 18 |
+
# Snippet for CreateSchedule
|
| 19 |
+
# NOTE: This snippet has been automatically generated for illustrative purposes only.
|
| 20 |
+
# It may require modifications to work in your environment.
|
| 21 |
+
|
| 22 |
+
# To install the latest published package dependency, execute the following:
|
| 23 |
+
# python3 -m pip install google-cloud-aiplatform
|
| 24 |
+
|
| 25 |
+
|
| 26 |
+
# [START aiplatform_v1_generated_ScheduleService_CreateSchedule_sync]
|
| 27 |
+
# This snippet has been automatically generated and should be regarded as a
|
| 28 |
+
# code template only.
|
| 29 |
+
# It will require modifications to work:
|
| 30 |
+
# - It may require correct/in-range values for request initialization.
|
| 31 |
+
# - It may require specifying regional endpoints when creating the service
|
| 32 |
+
# client as shown in:
|
| 33 |
+
# https://googleapis.dev/python/google-api-core/latest/client_options.html
|
| 34 |
+
from google.cloud import aiplatform_v1
|
| 35 |
+
|
| 36 |
+
|
| 37 |
+
def sample_create_schedule():
|
| 38 |
+
# Create a client
|
| 39 |
+
client = aiplatform_v1.ScheduleServiceClient()
|
| 40 |
+
|
| 41 |
+
# Initialize request argument(s)
|
| 42 |
+
schedule = aiplatform_v1.Schedule()
|
| 43 |
+
schedule.cron = "cron_value"
|
| 44 |
+
schedule.create_pipeline_job_request.parent = "parent_value"
|
| 45 |
+
schedule.display_name = "display_name_value"
|
| 46 |
+
schedule.max_concurrent_run_count = 2596
|
| 47 |
+
|
| 48 |
+
request = aiplatform_v1.CreateScheduleRequest(
|
| 49 |
+
parent="parent_value",
|
| 50 |
+
schedule=schedule,
|
| 51 |
+
)
|
| 52 |
+
|
| 53 |
+
# Make the request
|
| 54 |
+
response = client.create_schedule(request=request)
|
| 55 |
+
|
| 56 |
+
# Handle the response
|
| 57 |
+
print(response)
|
| 58 |
+
|
| 59 |
+
# [END aiplatform_v1_generated_ScheduleService_CreateSchedule_sync]
|
testbed/googleapis__python-aiplatform/samples/generated_samples/aiplatform_v1_generated_schedule_service_delete_schedule_async.py
ADDED
|
@@ -0,0 +1,56 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
# -*- coding: utf-8 -*-
|
| 2 |
+
# Copyright 2024 Google LLC
|
| 3 |
+
#
|
| 4 |
+
# Licensed under the Apache License, Version 2.0 (the "License");
|
| 5 |
+
# you may not use this file except in compliance with the License.
|
| 6 |
+
# You may obtain a copy of the License at
|
| 7 |
+
#
|
| 8 |
+
# http://www.apache.org/licenses/LICENSE-2.0
|
| 9 |
+
#
|
| 10 |
+
# Unless required by applicable law or agreed to in writing, software
|
| 11 |
+
# distributed under the License is distributed on an "AS IS" BASIS,
|
| 12 |
+
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
|
| 13 |
+
# See the License for the specific language governing permissions and
|
| 14 |
+
# limitations under the License.
|
| 15 |
+
#
|
| 16 |
+
# Generated code. DO NOT EDIT!
|
| 17 |
+
#
|
| 18 |
+
# Snippet for DeleteSchedule
|
| 19 |
+
# NOTE: This snippet has been automatically generated for illustrative purposes only.
|
| 20 |
+
# It may require modifications to work in your environment.
|
| 21 |
+
|
| 22 |
+
# To install the latest published package dependency, execute the following:
|
| 23 |
+
# python3 -m pip install google-cloud-aiplatform
|
| 24 |
+
|
| 25 |
+
|
| 26 |
+
# [START aiplatform_v1_generated_ScheduleService_DeleteSchedule_async]
|
| 27 |
+
# This snippet has been automatically generated and should be regarded as a
|
| 28 |
+
# code template only.
|
| 29 |
+
# It will require modifications to work:
|
| 30 |
+
# - It may require correct/in-range values for request initialization.
|
| 31 |
+
# - It may require specifying regional endpoints when creating the service
|
| 32 |
+
# client as shown in:
|
| 33 |
+
# https://googleapis.dev/python/google-api-core/latest/client_options.html
|
| 34 |
+
from google.cloud import aiplatform_v1
|
| 35 |
+
|
| 36 |
+
|
| 37 |
+
async def sample_delete_schedule():
|
| 38 |
+
# Create a client
|
| 39 |
+
client = aiplatform_v1.ScheduleServiceAsyncClient()
|
| 40 |
+
|
| 41 |
+
# Initialize request argument(s)
|
| 42 |
+
request = aiplatform_v1.DeleteScheduleRequest(
|
| 43 |
+
name="name_value",
|
| 44 |
+
)
|
| 45 |
+
|
| 46 |
+
# Make the request
|
| 47 |
+
operation = client.delete_schedule(request=request)
|
| 48 |
+
|
| 49 |
+
print("Waiting for operation to complete...")
|
| 50 |
+
|
| 51 |
+
response = (await operation).result()
|
| 52 |
+
|
| 53 |
+
# Handle the response
|
| 54 |
+
print(response)
|
| 55 |
+
|
| 56 |
+
# [END aiplatform_v1_generated_ScheduleService_DeleteSchedule_async]
|
testbed/googleapis__python-aiplatform/samples/generated_samples/aiplatform_v1_generated_schedule_service_delete_schedule_sync.py
ADDED
|
@@ -0,0 +1,56 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
# -*- coding: utf-8 -*-
|
| 2 |
+
# Copyright 2024 Google LLC
|
| 3 |
+
#
|
| 4 |
+
# Licensed under the Apache License, Version 2.0 (the "License");
|
| 5 |
+
# you may not use this file except in compliance with the License.
|
| 6 |
+
# You may obtain a copy of the License at
|
| 7 |
+
#
|
| 8 |
+
# http://www.apache.org/licenses/LICENSE-2.0
|
| 9 |
+
#
|
| 10 |
+
# Unless required by applicable law or agreed to in writing, software
|
| 11 |
+
# distributed under the License is distributed on an "AS IS" BASIS,
|
| 12 |
+
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
|
| 13 |
+
# See the License for the specific language governing permissions and
|
| 14 |
+
# limitations under the License.
|
| 15 |
+
#
|
| 16 |
+
# Generated code. DO NOT EDIT!
|
| 17 |
+
#
|
| 18 |
+
# Snippet for DeleteSchedule
|
| 19 |
+
# NOTE: This snippet has been automatically generated for illustrative purposes only.
|
| 20 |
+
# It may require modifications to work in your environment.
|
| 21 |
+
|
| 22 |
+
# To install the latest published package dependency, execute the following:
|
| 23 |
+
# python3 -m pip install google-cloud-aiplatform
|
| 24 |
+
|
| 25 |
+
|
| 26 |
+
# [START aiplatform_v1_generated_ScheduleService_DeleteSchedule_sync]
|
| 27 |
+
# This snippet has been automatically generated and should be regarded as a
|
| 28 |
+
# code template only.
|
| 29 |
+
# It will require modifications to work:
|
| 30 |
+
# - It may require correct/in-range values for request initialization.
|
| 31 |
+
# - It may require specifying regional endpoints when creating the service
|
| 32 |
+
# client as shown in:
|
| 33 |
+
# https://googleapis.dev/python/google-api-core/latest/client_options.html
|
| 34 |
+
from google.cloud import aiplatform_v1
|
| 35 |
+
|
| 36 |
+
|
| 37 |
+
def sample_delete_schedule():
|
| 38 |
+
# Create a client
|
| 39 |
+
client = aiplatform_v1.ScheduleServiceClient()
|
| 40 |
+
|
| 41 |
+
# Initialize request argument(s)
|
| 42 |
+
request = aiplatform_v1.DeleteScheduleRequest(
|
| 43 |
+
name="name_value",
|
| 44 |
+
)
|
| 45 |
+
|
| 46 |
+
# Make the request
|
| 47 |
+
operation = client.delete_schedule(request=request)
|
| 48 |
+
|
| 49 |
+
print("Waiting for operation to complete...")
|
| 50 |
+
|
| 51 |
+
response = operation.result()
|
| 52 |
+
|
| 53 |
+
# Handle the response
|
| 54 |
+
print(response)
|
| 55 |
+
|
| 56 |
+
# [END aiplatform_v1_generated_ScheduleService_DeleteSchedule_sync]
|