add video dataset samples

samples/model-builder/conftest.py

@@ -64,6 +64,13 @@ def mock_create_image_dataset():
         yield mock
 
 
+@pytest.fixture
+def mock_import_data(mock_dataset):
+    with patch.object(mock_dataset, "import_data") as mock:
+        mock.return_value = mock_dataset
+        yield mock
+
+
 # ----------------------------------------------------------------------------
 # TrainingJob Fixtures
 # ----------------------------------------------------------------------------

samples/model-builder/create_and_import_dataset_video_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_video_sample]
+def create_and_import_dataset_video_sample(
+    project: str,
+    location: str,
+    display_name: str,
+    src_uris: Union[str, List[str]],
+    sync: bool = True,
+):
+    aiplatform.init(project=project, location=location)
+
+    ds = aiplatform.VideoDataset.create(
+        display_name=display_name,
+        gcs_source=src_uris,
+        import_schema_uri=aiplatform.schema.dataset.ioformat.video.classification,
+        sync=sync,
+    )
+
+    ds.wait()
+
+    print(ds.display_name)
+    print(ds.resource_name)
+    return ds
+
+
+#  [END aiplatform_sdk_create_and_import_dataset_video_sample]

samples/model-builder/create_and_import_dataset_video_sample_test.py

@@ -0,0 +1,41 @@
+# 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.
+
+
+import test_constants as constants
+import create_and_import_dataset_video_sample
+
+from google.cloud.aiplatform import schema
+
+
+def test_create_and_import_dataset_video_sample(
+    mock_sdk_init, mock_create_video_dataset
+):
+
+    create_and_import_dataset_video_sample.create_and_import_dataset_video_sample(
+        project=constants.PROJECT,
+        location=constants.LOCATION,
+        src_uris=constants.GCS_SOURCES,
+        display_name=constants.DISPLAY_NAME,
+    )
+
+    mock_sdk_init.assert_called_once_with(
+        project=constants.PROJECT, location=constants.LOCATION
+    )
+    mock_create_video_dataset.assert_called_once_with(
+        display_name=constants.DISPLAY_NAME,
+        gcs_source=constants.GCS_SOURCES,
+        import_schema_uri=schema.dataset.ioformat.video.classification,
+        sync=True,
+    )

samples/model-builder/import_data_video_action_recognition_sample.py

@@ -0,0 +1,44 @@
+# 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_import_data_video_action_recognition_sample]
+def import_data_video_action_recognition_sample(
+    project: str,
+    location: str,
+    dataset_name: str,
+    src_uris: Union[str, List[str]],
+    sync: bool = True,
+):
+    aiplatform.init(project=project, location=location)
+
+    ds = aiplatform.VideoDataset(dataset_name=dataset_name)
+
+    ds.import_data(
+        gcs_source=src_uris,
+        import_schema_uri=aiplatform.schema.dataset.ioformat.video.action_recognition,
+        sync=sync,
+    )
+
+    ds.wait()
+
+    print(ds.display_name)
+    print(ds.resource_name)
+    return ds
+
+
+#  [END aiplatform_sdk_import_data_video_action_recognition_sample]

samples/model-builder/import_data_video_action_recognition_sample_test.py

@@ -0,0 +1,40 @@
+# 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.
+
+import pytest
+import test_constants as constants
+import import_data_video_action_recognition_sample
+
+from google.cloud.aiplatform import schema
+
+
+@pytest.mark.usefixtures("mock_init_dataset")
+def test_import_data_video_action_recognition_sample(mock_sdk_init, mock_import_data):
+
+    import_data_video_action_recognition_sample.import_data_video_action_recognition_sample(
+        project=constants.PROJECT,
+        location=constants.LOCATION,
+        dataset_name=constants.DATASET_NAME,
+        src_uris=constants.GCS_SOURCES,
+    )
+
+    mock_sdk_init.assert_called_once_with(
+        project=constants.PROJECT, location=constants.LOCATION
+    )
+
+    mock_import_data.assert_called_once_with(
+        gcs_source=constants.GCS_SOURCES,
+        import_schema_uri=schema.dataset.ioformat.video.action_recognition,
+        sync=True,
+    )

samples/model-builder/import_data_video_classification_sample.py

@@ -0,0 +1,45 @@
+# 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_import_data_video_classification_sample]
+def import_data_video_classification_sample(
+    project: str,
+    location: str,
+    dataset_name: str,
+    src_uris: Union[str, List[str]],
+    sync: bool = True,
+):
+    aiplatform.init(project=project, location=location)
+
+    ds = aiplatform.VideoDataset(dataset_name=dataset_name)
+
+    print(ds.display_name)
+    print(ds.resource_name)
+
+    ds.import_data(
+        gcs_source=src_uris,
+        import_schema_uri=aiplatform.schema.dataset.ioformat.video.classification,
+        sync=sync,
+    )
+
+    ds.wait()
+
+    return ds
+
+
+#  [END aiplatform_sdk_import_data_video_classification_sample]

samples/model-builder/import_data_video_classification_sample_test.py

@@ -0,0 +1,40 @@
+# 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.
+
+import pytest
+import test_constants as constants
+import import_data_video_classification_sample
+
+from google.cloud.aiplatform import schema
+
+
+@pytest.mark.usefixtures("mock_init_dataset")
+def test_import_data_video_classification_sample(mock_sdk_init, mock_import_data):
+
+    import_data_video_classification_sample.import_data_video_classification_sample(
+        project=constants.PROJECT,
+        location=constants.LOCATION,
+        dataset_name=constants.DATASET_NAME,
+        src_uris=constants.GCS_SOURCES,
+    )
+
+    mock_sdk_init.assert_called_once_with(
+        project=constants.PROJECT, location=constants.LOCATION
+    )
+
+    mock_import_data.assert_called_once_with(
+        gcs_source=constants.GCS_SOURCES,
+        import_schema_uri=schema.dataset.ioformat.video.classification,
+        sync=True,
+    )

samples/model-builder/import_data_video_object_tracking_sample.py

@@ -0,0 +1,44 @@
+# 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_import_data_video_object_tracking_sample]
+def import_data_video_object_tracking_sample(
+    project: str,
+    location: str,
+    dataset_name: str,
+    src_uris: Union[str, List[str]],
+    sync: bool = True,
+):
+    aiplatform.init(project=project, location=location)
+
+    ds = aiplatform.VideoDataset(dataset_name=dataset_name)
+
+    ds.import_data(
+        gcs_source=src_uris,
+        import_schema_uri=aiplatform.schema.dataset.ioformat.video.object_tracking,
+        sync=sync,
+    )
+
+    ds.wait()
+
+    print(ds.display_name)
+    print(ds.resource_name)
+    return ds
+
+
+#  [END aiplatform_sdk_import_data_video_object_tracking_sample]

samples/model-builder/import_data_video_object_tracking_sample_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.
+
+import pytest
+import test_constants as constants
+import import_data_video_object_tracking_sample
+
+from google.cloud.aiplatform import schema
+
+@pytest.mark.usefixtures("mock_init_dataset")
+def test_import_data_video_object_tracking_sample(mock_sdk_init, mock_import_data):
+
+    import_data_video_object_tracking_sample.import_data_video_object_tracking_sample(
+        project=constants.PROJECT,
+        location=constants.LOCATION,
+        dataset_name=constants.DATASET_NAME,
+        src_uris=constants.GCS_SOURCES,
+    )
+
+    mock_sdk_init.assert_called_once_with(
+        project=constants.PROJECT, location=constants.LOCATION
+    )
+
+    mock_import_data.assert_called_once_with(
+        gcs_source=constants.GCS_SOURCES,
+        import_schema_uri=schema.dataset.ioformat.video.object_tracking,
+        sync=True,
+    )