@@ -0,0 +1,4 @@
+docker:
+digest: sha256:457583330eec64daa02aeb7a72a04d33e7be2428f646671ce4045dcbc0191b1e
+image: gcr.io/repo-automation-bots/owlbot-python:latest
+

@@ -0,0 +1,26 @@
+# 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
+#
+# http://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.
+
+docker:
+image: gcr.io/repo-automation-bots/owlbot-python:latest
+
+deep-remove-regex:
+- /owl-bot-staging
+
+deep-copy-regex:
+- source: /google/cloud/aiplatform/(v.*)/.*-py/(.*)
+dest: /owl-bot-staging/$1/$2
+
+begin-after-commit-hash: 7774246dfb7839067cd64bba0600089b1c91bd85
+

@@ -26,6 +26,6 @@ repos:
 hooks:
 - id: black
 - repo: https://gitlab.com/pycqa/flake8
-rev: 3.9.2
+rev: 3.9.1
 hooks:
 - id: flake8

@@ -36,6 +36,9 @@
 from google.cloud.aiplatform.v1beta1.schema.predict.prediction_v1beta1.types.text_sentiment import (
 TextSentimentPredictionResult,
 )
+from google.cloud.aiplatform.v1beta1.schema.predict.prediction_v1beta1.types.time_series_forecasting import (
+TimeSeriesForecastingPredictionResult,
+)
 from google.cloud.aiplatform.v1beta1.schema.predict.prediction_v1beta1.types.video_action_recognition import (
 VideoActionRecognitionPredictionResult,
 )
@@ -54,6 +57,7 @@
 "TabularRegressionPredictionResult",
 "TextExtractionPredictionResult",
 "TextSentimentPredictionResult",
+"TimeSeriesForecastingPredictionResult",
 "VideoActionRecognitionPredictionResult",
 "VideoClassificationPredictionResult",
 "VideoObjectTrackingPredictionResult",

@@ -22,6 +22,7 @@
 from .types.tabular_regression import TabularRegressionPredictionResult
 from .types.text_extraction import TextExtractionPredictionResult
 from .types.text_sentiment import TextSentimentPredictionResult
+from .types.time_series_forecasting import TimeSeriesForecastingPredictionResult
 from .types.video_action_recognition import VideoActionRecognitionPredictionResult
 from .types.video_classification import VideoClassificationPredictionResult
 from .types.video_object_tracking import VideoObjectTrackingPredictionResult
@@ -34,6 +35,7 @@
 "TabularRegressionPredictionResult",
 "TextExtractionPredictionResult",
 "TextSentimentPredictionResult",
+"TimeSeriesForecastingPredictionResult",
 "VideoActionRecognitionPredictionResult",
 "VideoClassificationPredictionResult",
 "VideoObjectTrackingPredictionResult",

@@ -20,6 +20,7 @@
 from .tabular_regression import TabularRegressionPredictionResult
 from .text_extraction import TextExtractionPredictionResult
 from .text_sentiment import TextSentimentPredictionResult
+from .time_series_forecasting import TimeSeriesForecastingPredictionResult
 from .video_action_recognition import VideoActionRecognitionPredictionResult
 from .video_classification import VideoClassificationPredictionResult
 from .video_object_tracking import VideoObjectTrackingPredictionResult
@@ -32,6 +33,7 @@
 "TabularRegressionPredictionResult",
 "TextExtractionPredictionResult",
 "TextSentimentPredictionResult",
+"TimeSeriesForecastingPredictionResult",
 "VideoActionRecognitionPredictionResult",
 "VideoClassificationPredictionResult",
 "VideoObjectTrackingPredictionResult",

@@ -1,5 +1,4 @@
 # -*- coding: utf-8 -*-
-
 # Copyright 2020 Google LLC
 #
 # Licensed under the Apache License, Version 2.0 (the "License");
@@ -14,7 +13,6 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 #
-
 import proto # type: ignore
 
 
@@ -26,21 +24,12 @@
 
 class TimeSeriesForecastingPredictionResult(proto.Message):
 r"""Prediction output format for Time Series Forecasting.
-
 Attributes:
 value (float):
 The regression value.
-lower_bound (float):
-The lower bound of the prediction interval.
-upper_bound (float):
-The upper bound of the prediction interval.
 """
 
-value = proto.Field(proto.FLOAT, number=1)
-
-lower_bound = proto.Field(proto.FLOAT, number=2)
-
-upper_bound = proto.Field(proto.FLOAT, number=3)
+value = proto.Field(proto.FLOAT, number=1,)
 
 
 __all__ = tuple(sorted(__protobuf__.manifest))

@@ -69,6 +69,15 @@
 from google.cloud.aiplatform.v1beta1.schema.trainingjob.definition_v1beta1.types.automl_text_sentiment import (
 AutoMlTextSentimentInputs,
 )
+from google.cloud.aiplatform.v1beta1.schema.trainingjob.definition_v1beta1.types.automl_time_series_forecasting import (
+AutoMlForecasting,
+)
+from google.cloud.aiplatform.v1beta1.schema.trainingjob.definition_v1beta1.types.automl_time_series_forecasting import (
+AutoMlForecastingInputs,
+)
+from google.cloud.aiplatform.v1beta1.schema.trainingjob.definition_v1beta1.types.automl_time_series_forecasting import (
+AutoMlForecastingMetadata,
+)
 from google.cloud.aiplatform.v1beta1.schema.trainingjob.definition_v1beta1.types.automl_video_action_recognition import (
 AutoMlVideoActionRecognition,
 )
@@ -110,6 +119,9 @@
 "AutoMlTextExtractionInputs",
 "AutoMlTextSentiment",
 "AutoMlTextSentimentInputs",
+"AutoMlForecasting",
+"AutoMlForecastingInputs",
+"AutoMlForecastingMetadata",
 "AutoMlVideoActionRecognition",
 "AutoMlVideoActionRecognitionInputs",
 "AutoMlVideoClassification",

@@ -33,6 +33,9 @@
 from .types.automl_text_extraction import AutoMlTextExtractionInputs
 from .types.automl_text_sentiment import AutoMlTextSentiment
 from .types.automl_text_sentiment import AutoMlTextSentimentInputs
+from .types.automl_time_series_forecasting import AutoMlForecasting
+from .types.automl_time_series_forecasting import AutoMlForecastingInputs
+from .types.automl_time_series_forecasting import AutoMlForecastingMetadata
 from .types.automl_video_action_recognition import AutoMlVideoActionRecognition
 from .types.automl_video_action_recognition import AutoMlVideoActionRecognitionInputs
 from .types.automl_video_classification import AutoMlVideoClassification
@@ -42,6 +45,9 @@
 from .types.export_evaluated_data_items_config import ExportEvaluatedDataItemsConfig
 
 __all__ = (
+"AutoMlForecasting",
+"AutoMlForecastingInputs",
+"AutoMlForecastingMetadata",
 "AutoMlImageClassification",
 "AutoMlImageClassificationInputs",
 "AutoMlImageClassificationMetadata",

@@ -45,6 +45,11 @@
 AutoMlTextSentiment,
 AutoMlTextSentimentInputs,
 )
+from .automl_time_series_forecasting import (
+AutoMlForecasting,
+AutoMlForecastingInputs,
+AutoMlForecastingMetadata,
+)
 from .automl_video_action_recognition import (
 AutoMlVideoActionRecognition,
 AutoMlVideoActionRecognitionInputs,
@@ -78,6 +83,9 @@
 "AutoMlTextExtractionInputs",
 "AutoMlTextSentiment",
 "AutoMlTextSentimentInputs",
+"AutoMlForecasting",
+"AutoMlForecastingInputs",
+"AutoMlForecastingMetadata",
 "AutoMlVideoActionRecognition",
 "AutoMlVideoActionRecognitionInputs",
 "AutoMlVideoClassification",