@@ -0,0 +1,36 @@
+# Copyright 2020 Google LLC
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+# https://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+# [START aiplatform_cancel_custom_job_sample]
+from google.cloud import aiplatform
+
+
+def cancel_custom_job_sample(
+project: str,
+custom_job_id: str,
+location: str = "us-central1",
+api_endpoint: str = "us-central1-aiplatform.googleapis.com",
+):
+client_options = {"api_endpoint": api_endpoint}
+# Initialize client that will be used to create and send requests.
+# This client only needs to be created once, and can be reused for multiple requests.
+client = aiplatform.gapic.JobServiceClient(client_options=client_options)
+name = client.custom_job_path(
+project=project, location=location, custom_job=custom_job_id
+)
+response = client.cancel_custom_job(name=name)
+print("response:", response)
+
+
+# [END aiplatform_cancel_custom_job_sample]

@@ -0,0 +1,36 @@
+# Copyright 2020 Google LLC
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+# https://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+# [START aiplatform_cancel_data_labeling_job_sample]
+from google.cloud import aiplatform
+
+
+def cancel_data_labeling_job_sample(
+project: str,
+data_labeling_job_id: str,
+location: str = "us-central1",
+api_endpoint: str = "us-central1-aiplatform.googleapis.com",
+):
+client_options = {"api_endpoint": api_endpoint}
+# Initialize client that will be used to create and send requests.
+# This client only needs to be created once, and can be reused for multiple requests.
+client = aiplatform.gapic.JobServiceClient(client_options=client_options)
+name = client.data_labeling_job_path(
+project=project, location=location, data_labeling_job=data_labeling_job_id
+)
+response = client.cancel_data_labeling_job(name=name)
+print("response:", response)
+
+
+# [END aiplatform_cancel_data_labeling_job_sample]

@@ -0,0 +1,38 @@
+# Copyright 2020 Google LLC
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+# https://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+# [START aiplatform_cancel_hyperparameter_tuning_job_sample]
+from google.cloud import aiplatform
+
+
+def cancel_hyperparameter_tuning_job_sample(
+project: str,
+hyperparameter_tuning_job_id: str,
+location: str = "us-central1",
+api_endpoint: str = "us-central1-aiplatform.googleapis.com",
+):
+client_options = {"api_endpoint": api_endpoint}
+# Initialize client that will be used to create and send requests.
+# This client only needs to be created once, and can be reused for multiple requests.
+client = aiplatform.gapic.JobServiceClient(client_options=client_options)
+name = client.hyperparameter_tuning_job_path(
+project=project,
+location=location,
+hyperparameter_tuning_job=hyperparameter_tuning_job_id,
+)
+response = client.cancel_hyperparameter_tuning_job(name=name)
+print("response:", response)
+
+
+# [END aiplatform_cancel_hyperparameter_tuning_job_sample]

@@ -0,0 +1,36 @@
+# Copyright 2020 Google LLC
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+# https://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+# [START aiplatform_cancel_training_pipeline_sample]
+from google.cloud import aiplatform
+
+
+def cancel_training_pipeline_sample(
+project: str,
+training_pipeline_id: str,
+location: str = "us-central1",
+api_endpoint: str = "us-central1-aiplatform.googleapis.com",
+):
+client_options = {"api_endpoint": api_endpoint}
+# Initialize client that will be used to create and send requests.
+# This client only needs to be created once, and can be reused for multiple requests.
+client = aiplatform.gapic.PipelineServiceClient(client_options=client_options)
+name = client.training_pipeline_path(
+project=project, location=location, training_pipeline=training_pipeline_id
+)
+response = client.cancel_training_pipeline(name=name)
+print("response:", response)
+
+
+# [END aiplatform_cancel_training_pipeline_sample]

@@ -0,0 +1,64 @@
+# Copyright 2020 Google LLC
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+# https://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+# [START aiplatform_create_batch_prediction_job_video_classification_sample]
+from google.cloud import aiplatform
+from google.protobuf import json_format
+from google.protobuf.struct_pb2 import Value
+
+
+def create_batch_prediction_job_video_classification_sample(
+project: str,
+display_name: str,
+model_name: str,
+gcs_source_uri: str,
+gcs_destination_output_uri_prefix: str,
+location: str = "us-central1",
+api_endpoint: str = "us-central1-aiplatform.googleapis.com",
+):
+client_options = {"api_endpoint": api_endpoint}
+# Initialize client that will be used to create and send requests.
+# This client only needs to be created once, and can be reused for multiple requests.
+client = aiplatform.gapic.JobServiceClient(client_options=client_options)
+model_parameters_dict = {
+"confidenceThreshold": 0.5,
+"maxPredictions": 10000,
+"segmentClassification": True,
+"shotClassification": True,
+"oneSecIntervalClassification": True,
+}
+model_parameters = json_format.ParseDict(model_parameters_dict, Value())
+
+batch_prediction_job = {
+"display_name": display_name,
+# Format: 'projects/{project}/locations/{location}/models/{model_id}'
+"model": model_name,
+"model_parameters": model_parameters,
+"input_config": {
+"instances_format": "jsonl",
+"gcs_source": {"uris": [gcs_source_uri]},
+},
+"output_config": {
+"predictions_format": "jsonl",
+"gcs_destination": {"output_uri_prefix": gcs_destination_output_uri_prefix},
+},
+}
+parent = f"projects/{project}/locations/{location}"
+response = client.create_batch_prediction_job(
+parent=parent, batch_prediction_job=batch_prediction_job
+)
+print("response:", response)
+
+
+# [END aiplatform_create_batch_prediction_job_video_classification_sample]