Class AutoscalingPolicy (1.15.0)

Version 1.15.0

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AutoscalingPolicy(mapping=None, *, ignore_unknown_fields=False, **kwargs)

Cloud Autoscaler policy.

.. _oneof: https://proto-plus-python.readthedocs.io/en/stable/fields.html#oneofs-mutually-exclusive-fields

Attributes
Name	Description
cool_down_period_sec	int The number of seconds that your application takes to initialize on a VM instance. This is referred to as the `initialization period `__. Specifying an accurate initialization period improves autoscaler decisions. For example, when scaling out, the autoscaler ignores data from VMs that are still initializing because those VMs might not yet represent normal usage of your application. The default initialization period is 60 seconds. Initialization periods might vary because of numerous factors. We recommend that you test how long your application takes to initialize. To do this, create a VM and time your application's startup process. This field is a member of oneof_ _cool_down_period_sec.
cpu_utilization	google.cloud.compute_v1.types.AutoscalingPolicyCpuUtilization Defines the CPU utilization policy that allows the autoscaler to scale based on the average CPU utilization of a managed instance group. This field is a member of oneof_ _cpu_utilization.
custom_metric_utilizations	MutableSequence[google.cloud.compute_v1.types.AutoscalingPolicyCustomMetricUtilization] Configuration parameters of autoscaling based on a custom metric.
load_balancing_utilization	google.cloud.compute_v1.types.AutoscalingPolicyLoadBalancingUtilization Configuration parameters of autoscaling based on load balancer. This field is a member of oneof_ _load_balancing_utilization.
max_num_replicas	int The maximum number of instances that the autoscaler can scale out to. This is required when creating or updating an autoscaler. The maximum number of replicas must not be lower than minimal number of replicas. This field is a member of oneof_ _max_num_replicas.
min_num_replicas	int The minimum number of replicas that the autoscaler can scale in to. This cannot be less than 0. If not provided, autoscaler chooses a default value depending on maximum number of instances allowed. This field is a member of oneof_ _min_num_replicas.
mode	str Defines the operating mode for this policy. The following modes are available: - OFF: Disables the autoscaler but maintains its configuration. - ONLY_SCALE_OUT: Restricts the autoscaler to add VM instances only. - ON: Enables all autoscaler activities according to its policy. For more information, see "Turning off or restricting an autoscaler" Check the Mode enum for the list of possible values. This field is a member of oneof_ _mode.
scale_in_control	google.cloud.compute_v1.types.AutoscalingPolicyScaleInControl This field is a member of oneof_ _scale_in_control.
scaling_schedules	MutableMapping[str, google.cloud.compute_v1.types.AutoscalingPolicyScalingSchedule] Scaling schedules defined for an autoscaler. Multiple schedules can be set on an autoscaler, and they can overlap. During overlapping periods the greatest min_required_replicas of all scaling schedules is applied. Up to 128 scaling schedules are allowed.

Classes

Mode

Mode(value)

Defines the operating mode for this policy. The following modes are available: - OFF: Disables the autoscaler but maintains its configuration. - ONLY_SCALE_OUT: Restricts the autoscaler to add VM instances only. - ON: Enables all autoscaler activities according to its policy. For more information, see "Turning off or restricting an autoscaler"

Values: UNDEFINED_MODE (0): A value indicating that the enum field is not set. OFF (78159): Do not automatically scale the MIG in or out. The recommended_size field contains the size of MIG that would be set if the actuation mode was enabled. ON (2527): Automatically scale the MIG in and out according to the policy. ONLY_SCALE_OUT (152713670): Automatically create VMs according to the policy, but do not scale the MIG in. ONLY_UP (478095374): Automatically create VMs according to the policy, but do not scale the MIG in.

ScalingSchedulesEntry

ScalingSchedulesEntry(mapping=None, *, ignore_unknown_fields=False, **kwargs)

The abstract base class for a message.

Parameters
Name	Description
kwargs	dict Keys and values corresponding to the fields of the message.
mapping	Union[dict, .Message] A dictionary or message to be used to determine the values for this message.
ignore_unknown_fields	Optional(bool) If True, do not raise errors for unknown fields. Only applied if mapping is a mapping type or there are keyword parameters.