4040 "ShieldedInstanceConfig" ,
4141 "ConfidentialInstanceConfig" ,
4242 "InstanceGroupConfig" ,
43+ "InstanceReference" ,
4344 "ManagedGroupConfig" ,
45+ "InstanceFlexibilityPolicy" ,
4446 "AcceleratorConfig" ,
4547 "DiskConfig" ,
4648 "AuxiliaryNodeGroup" ,
@@ -561,8 +563,8 @@ class GceClusterConfig(proto.Message):
561563 `Tagging
562564 instances <https://cloud.google.com/compute/docs/label-or-tag-resources#tags>`__).
563565 metadata (MutableMapping[str, str]):
564- The Compute Engine metadata entries to add to all instances
565- (see `Project and instance
566+ Optional. The Compute Engine metadata entries to add to all
567+ instances (see `Project and instance
566568 metadata <https://cloud.google.com/compute/docs/storing-retrieving-metadata#project_and_instance_metadata>`__).
567569 reservation_affinity (google.cloud.dataproc_v1.types.ReservationAffinity):
568570 Optional. Reservation Affinity for consuming
@@ -771,6 +773,9 @@ class InstanceGroupConfig(proto.Message):
771773 Output only. The list of instance names. Dataproc derives
772774 the names from ``cluster_name``, ``num_instances``, and the
773775 instance group.
776+ instance_references (MutableSequence[google.cloud.dataproc_v1.types.InstanceReference]):
777+ Output only. List of references to Compute
778+ Engine instances.
774779 image_uri (str):
775780 Optional. The Compute Engine image resource used for cluster
776781 instances.
@@ -832,6 +837,31 @@ class InstanceGroupConfig(proto.Message):
832837 Optional. Specifies the minimum cpu platform for the
833838 Instance Group. See `Dataproc -> Minimum CPU
834839 Platform <https://cloud.google.com/dataproc/docs/concepts/compute/dataproc-min-cpu>`__.
840+ min_num_instances (int):
841+ Optional. The minimum number of instances to create. If
842+ min_num_instances is set, min_num_instances is used for a
843+ criteria to decide the cluster. Cluster creation will be
844+ failed by being an error state if the total number of
845+ instances created is less than the min_num_instances. For
846+ example, given that num_instances = 5 and min_num_instances
847+ = 3,
848+
849+ - if 4 instances are created and then registered
850+ successfully but one instance is failed, the failed VM
851+ will be deleted and the cluster will be resized to 4
852+ instances in running state.
853+ - if 2 instances are created successfully and 3 instances
854+ are failed, the cluster will be in an error state and
855+ does not delete failed VMs for debugging.
856+ - if 2 instance are created and then registered
857+ successfully but 3 instances are failed to initialize,
858+ the cluster will be in an error state and does not delete
859+ failed VMs for debugging. NB: This can only be set for
860+ primary workers now.
861+ instance_flexibility_policy (google.cloud.dataproc_v1.types.InstanceFlexibilityPolicy):
862+ Optional. Instance flexibility Policy
863+ allowing a mixture of VM shapes and provisioning
864+ models.
835865 """
836866
837867 class Preemptibility (proto .Enum ):
@@ -877,6 +907,11 @@ class Preemptibility(proto.Enum):
877907 proto .STRING ,
878908 number = 2 ,
879909 )
910+ instance_references : MutableSequence ["InstanceReference" ] = proto .RepeatedField (
911+ proto .MESSAGE ,
912+ number = 11 ,
913+ message = "InstanceReference" ,
914+ )
880915 image_uri : str = proto .Field (
881916 proto .STRING ,
882917 number = 3 ,
@@ -913,6 +948,51 @@ class Preemptibility(proto.Enum):
913948 proto .STRING ,
914949 number = 9 ,
915950 )
951+ min_num_instances : int = proto .Field (
952+ proto .INT32 ,
953+ number = 12 ,
954+ )
955+ instance_flexibility_policy : "InstanceFlexibilityPolicy" = proto .Field (
956+ proto .MESSAGE ,
957+ number = 13 ,
958+ message = "InstanceFlexibilityPolicy" ,
959+ )
960+
961+
962+ class InstanceReference (proto .Message ):
963+ r"""A reference to a Compute Engine instance.
964+
965+ Attributes:
966+ instance_name (str):
967+ The user-friendly name of the Compute Engine
968+ instance.
969+ instance_id (str):
970+ The unique identifier of the Compute Engine
971+ instance.
972+ public_key (str):
973+ The public RSA key used for sharing data with
974+ this instance.
975+ public_ecies_key (str):
976+ The public ECIES key used for sharing data
977+ with this instance.
978+ """
979+
980+ instance_name : str = proto .Field (
981+ proto .STRING ,
982+ number = 1 ,
983+ )
984+ instance_id : str = proto .Field (
985+ proto .STRING ,
986+ number = 2 ,
987+ )
988+ public_key : str = proto .Field (
989+ proto .STRING ,
990+ number = 3 ,
991+ )
992+ public_ecies_key : str = proto .Field (
993+ proto .STRING ,
994+ number = 4 ,
995+ )
916996
917997
918998class ManagedGroupConfig (proto .Message ):
@@ -926,6 +1006,10 @@ class ManagedGroupConfig(proto.Message):
9261006 instance_group_manager_name (str):
9271007 Output only. The name of the Instance Group
9281008 Manager for this group.
1009+ instance_group_manager_uri (str):
1010+ Output only. The partial URI to the instance
1011+ group manager for this group. E.g.
1012+ projects/my-project/regions/us-central1/instanceGroupManagers/my-igm.
9291013 """
9301014
9311015 instance_template_name : str = proto .Field (
@@ -936,6 +1020,94 @@ class ManagedGroupConfig(proto.Message):
9361020 proto .STRING ,
9371021 number = 2 ,
9381022 )
1023+ instance_group_manager_uri : str = proto .Field (
1024+ proto .STRING ,
1025+ number = 3 ,
1026+ )
1027+
1028+
1029+ class InstanceFlexibilityPolicy (proto .Message ):
1030+ r"""Instance flexibility Policy allowing a mixture of VM shapes
1031+ and provisioning models.
1032+
1033+ Attributes:
1034+ instance_selection_list (MutableSequence[google.cloud.dataproc_v1.types.InstanceFlexibilityPolicy.InstanceSelection]):
1035+ Optional. List of instance selection options
1036+ that the group will use when creating new VMs.
1037+ instance_selection_results (MutableSequence[google.cloud.dataproc_v1.types.InstanceFlexibilityPolicy.InstanceSelectionResult]):
1038+ Output only. A list of instance selection
1039+ results in the group.
1040+ """
1041+
1042+ class InstanceSelection (proto .Message ):
1043+ r"""Defines machines types and a rank to which the machines types
1044+ belong.
1045+
1046+ Attributes:
1047+ machine_types (MutableSequence[str]):
1048+ Optional. Full machine-type names, e.g.
1049+ "n1-standard-16".
1050+ rank (int):
1051+ Optional. Preference of this instance
1052+ selection. Lower number means higher preference.
1053+ Dataproc will first try to create a VM based on
1054+ the machine-type with priority rank and fallback
1055+ to next rank based on availability. Machine
1056+ types and instance selections with the same
1057+ priority have the same preference.
1058+ """
1059+
1060+ machine_types : MutableSequence [str ] = proto .RepeatedField (
1061+ proto .STRING ,
1062+ number = 1 ,
1063+ )
1064+ rank : int = proto .Field (
1065+ proto .INT32 ,
1066+ number = 2 ,
1067+ )
1068+
1069+ class InstanceSelectionResult (proto .Message ):
1070+ r"""Defines a mapping from machine types to the number of VMs
1071+ that are created with each machine type.
1072+
1073+
1074+ .. _oneof: https://proto-plus-python.readthedocs.io/en/stable/fields.html#oneofs-mutually-exclusive-fields
1075+
1076+ Attributes:
1077+ machine_type (str):
1078+ Output only. Full machine-type names, e.g.
1079+ "n1-standard-16".
1080+
1081+ This field is a member of `oneof`_ ``_machine_type``.
1082+ vm_count (int):
1083+ Output only. Number of VM provisioned with the machine_type.
1084+
1085+ This field is a member of `oneof`_ ``_vm_count``.
1086+ """
1087+
1088+ machine_type : str = proto .Field (
1089+ proto .STRING ,
1090+ number = 1 ,
1091+ optional = True ,
1092+ )
1093+ vm_count : int = proto .Field (
1094+ proto .INT32 ,
1095+ number = 2 ,
1096+ optional = True ,
1097+ )
1098+
1099+ instance_selection_list : MutableSequence [InstanceSelection ] = proto .RepeatedField (
1100+ proto .MESSAGE ,
1101+ number = 2 ,
1102+ message = InstanceSelection ,
1103+ )
1104+ instance_selection_results : MutableSequence [
1105+ InstanceSelectionResult
1106+ ] = proto .RepeatedField (
1107+ proto .MESSAGE ,
1108+ number = 3 ,
1109+ message = InstanceSelectionResult ,
1110+ )
9391111
9401112
9411113class AcceleratorConfig (proto .Message ):
@@ -1198,6 +1370,9 @@ class State(proto.Enum):
11981370 STARTING (8):
11991371 The cluster is being started. It is not ready
12001372 for use.
1373+ REPAIRING (10):
1374+ The cluster is being repaired. It is not
1375+ ready for use.
12011376 """
12021377 UNKNOWN = 0
12031378 CREATING = 1
@@ -1209,6 +1384,7 @@ class State(proto.Enum):
12091384 STOPPING = 6
12101385 STOPPED = 7
12111386 STARTING = 8
1387+ REPAIRING = 10
12121388
12131389 class Substate (proto .Enum ):
12141390 r"""The cluster substate.
@@ -1602,18 +1778,18 @@ class DataprocMetricConfig(proto.Message):
16021778 """
16031779
16041780 class MetricSource (proto .Enum ):
1605- r"""A source for the collection of Dataproc OSS metrics (see [available
1606- OSS metrics]
1607- (https://cloud.google.com//dataproc/docs/guides/monitoring#available_oss_metrics )).
1781+ r"""A source for the collection of Dataproc custom metrics (see [Custom
1782+ metrics]
1783+ (https://cloud.google.com//dataproc/docs/guides/dataproc-metrics#custom_metrics )).
16081784
16091785 Values:
16101786 METRIC_SOURCE_UNSPECIFIED (0):
16111787 Required unspecified metric source.
16121788 MONITORING_AGENT_DEFAULTS (1):
1613- Default monitoring agent metrics. If this source is enabled,
1789+ Monitoring agent metrics. If this source is enabled,
16141790 Dataproc enables the monitoring agent in Compute Engine, and
1615- collects default monitoring agent metrics, which are
1616- published with an ``agent.googleapis.com`` prefix.
1791+ collects monitoring agent metrics, which are published with
1792+ an ``agent.googleapis.com`` prefix.
16171793 HDFS (2):
16181794 HDFS metric source.
16191795 SPARK (3):
@@ -1637,20 +1813,20 @@ class MetricSource(proto.Enum):
16371813 HIVEMETASTORE = 7
16381814
16391815 class Metric (proto .Message ):
1640- r"""A Dataproc OSS metric.
1816+ r"""A Dataproc custom metric.
16411817
16421818 Attributes:
16431819 metric_source (google.cloud.dataproc_v1.types.DataprocMetricConfig.MetricSource):
1644- Required. Default metrics are collected unless
1820+ Required. A standard set of metrics is collected unless
16451821 ``metricOverrides`` are specified for the metric source (see
1646- [Available OSS metrics]
1647- (https://cloud.google.com/dataproc/docs/guides/monitoring#available_oss_metrics )
1822+ [Custom metrics]
1823+ (https://cloud.google.com/dataproc/docs/guides/dataproc-metrics#custom_metrics )
16481824 for more information).
16491825 metric_overrides (MutableSequence[str]):
1650- Optional. Specify one or more [available OSS metrics]
1651- (https://cloud.google.com/dataproc/docs/guides/monitoring#available_oss_metrics )
1826+ Optional. Specify one or more [Custom metrics]
1827+ (https://cloud.google.com/dataproc/docs/guides/dataproc-metrics#custom_metrics )
16521828 to collect for the metric course (for the ``SPARK`` metric
1653- source, any [Spark metric]
1829+ source ( any [Spark metric]
16541830 (https://spark.apache.org/docs/latest/monitoring.html#metrics)
16551831 can be specified).
16561832
@@ -1669,15 +1845,15 @@ class Metric(proto.Message):
16691845
16701846 Notes:
16711847
1672- - Only the specified overridden metrics will be collected
1673- for the metric source. For example, if one or more
1848+ - Only the specified overridden metrics are collected for
1849+ the metric source. For example, if one or more
16741850 ``spark:executive`` metrics are listed as metric
1675- overrides, other ``SPARK`` metrics will not be collected.
1676- The collection of the default metrics for other OSS
1677- metric sources is unaffected. For example, if both
1678- ``SPARK`` andd ``YARN`` metric sources are enabled, and
1679- overrides are provided for Spark metrics only, all
1680- default YARN metrics will be collected.
1851+ overrides, other ``SPARK`` metrics are not collected. The
1852+ collection of the metrics for other enabled custom metric
1853+ sources is unaffected. For example, if both ``SPARK``
1854+ andd ``YARN`` metric sources are enabled, and overrides
1855+ are provided for Spark metrics only, all YARN metrics are
1856+ collected.
16811857 """
16821858
16831859 metric_source : "DataprocMetricConfig.MetricSource" = proto .Field (
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