Added create_and_import_dataset_tabular_bigquery_sample.py

samples/model-builder/create_and_import_dataset_tabular_bigquery_sample.py

@@ -0,0 +1,43 @@
+# Copyright 2021 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.
+
+from typing import List, Union
+
+from google.cloud import aiplatform
+
+
+#  [START aiplatform_sdk_create_and_import_dataset_tabular_bigquery_sample]
+def create_and_import_dataset_tabular_bigquery_sample(
+    project: str,
+    location: str,
+    display_name: str,
+    src_uris: Union[str, List[str]],
+    sync: bool,
+):
+    aiplatform.init(project=project, location=location)
+
+    ds = aiplatform.TabularDataset.create(
+        display_name=display_name,
+        bq_source=src_uris,
+        sync=sync,
+    )
+
+    ds.wait()
+
+    print(ds.display_name)
+    print(ds.resource_name)
+    return ds
+
+
+#  [END aiplatform_sdk_create_and_import_dataset_tabular_bigquery_sample]

samples/model-builder/create_and_import_dataset_tabular_bigquery_test.py

@@ -0,0 +1,39 @@
+# Copyright 2021 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.
+
+
+from google.cloud.aiplatform import schema
+
+import create_and_import_dataset_tabular_bigquery_sample
+import test_constants as constants
+
+
+def test_create_and_import_dataset_tabular_bigquery_sample(mock_sdk_init, mock_create_tabular_dataset):
+
+    create_and_import_dataset_tabular_bigquery_sample.create_and_import_dataset_tabular_bigquery_sample(
+        project=constants.PROJECT,
+        location=constants.LOCATION,
+        src_uris=constants.BIGQUERY_SOURCE,
+        display_name=constants.DISPLAY_NAME,
+        sync=True,
+    )
+
+    mock_sdk_init.assert_called_once_with(
+        project=constants.PROJECT, location=constants.LOCATION
+    )
+    mock_create_tabular_dataset.assert_called_once_with(
+        display_name=constants.DISPLAY_NAME,
+        bq_source=constants.BIGQUERY_SOURCE,
+        sync=True,
+    )

samples/model-builder/create_and_import_dataset_tabular_gcs_sample.py

@@ -33,8 +33,7 @@ def create_and_import_dataset_tabular_gcs_sample(
         sync=sync,
     )
 
-    if not sync:
-        ds.wait()
+    ds.wait()
 
     print(ds.display_name)
     print(ds.resource_name)

samples/model-builder/test_constants.py

@@ -40,6 +40,7 @@
 TRAINING_JOB_NAME = f"{PARENT}/trainingJobs/{RESOURCE_ID}"
 
 GCS_SOURCES = ["gs://bucket1/source1.jsonl", "gs://bucket7/source4.jsonl"]
+BIGQUERY_SOURCE = "bq://bigquery-public-data.ml_datasets.iris"
 GCS_DESTINATION = "gs://bucket3/output-dir/"
 
 TRAINING_FRACTION_SPLIT = 0.7