[CHANGE ME] Re-generated to pick up changes from googleapis.

docs/conf.py

@@ -363,6 +363,7 @@
     "google.api_core": ("https://googleapis.dev/python/google-api-core/latest/", None,),
     "grpc": ("https://grpc.github.io/grpc/python/", None),
     "proto-plus": ("https://proto-plus-python.readthedocs.io/en/latest/", None),
+    "protobuf": ("https://googleapis.dev/python/protobuf/latest/", None),
 }
 
 

docs/multiprocessing.rst

@@ -1,7 +1,7 @@
 .. note::
 
-   Because this client uses :mod:`grpcio` library, it is safe to
+   Because this client uses :mod:`grpc` library, it is safe to
    share instances across threads. In multiprocessing scenarios, the best
    practice is to create client instances *after* the invocation of
-   :func:`os.fork` by :class:`multiprocessing.Pool` or
+   :func:`os.fork` by :class:`multiprocessing.pool.Pool` or
    :class:`multiprocessing.Process`.

google/cloud/aiplatform/v1beta1/schema/predict/prediction/__init__.py

@@ -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",

google/cloud/aiplatform/v1beta1/schema/predict/prediction_v1beta1/__init__.py

@@ -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",

google/cloud/aiplatform/v1beta1/schema/predict/prediction_v1beta1/types/__init__.py

@@ -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",

google/cloud/aiplatform/v1beta1/schema/predict/prediction_v1beta1/types/time_series_forecasting.py

@@ -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))

google/cloud/aiplatform/v1beta1/schema/trainingjob/definition/__init__.py

@@ -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",

google/cloud/aiplatform/v1beta1/schema/trainingjob/definition_v1beta1/__init__.py

@@ -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",

google/cloud/aiplatform/v1beta1/schema/trainingjob/definition_v1beta1/types/__init__.py

@@ -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",