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# ---------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# ---------------------------------------------------------
class ComputeType:
"""ComputeType is an enum-like class that defines the types of compute that can be used for training.
ComputeType can be used to specify the compute type for a compute target. It can also be used to
specify the compute type for a compute target that is being created.
Valid values are "managed", "amlcompute", "computeinstance", "virtualmachine", "kubernetes", "DataFactory"
, "synapsespark".
"""
MANAGED = "managed"
"""Managed compute is a compute resource that is managed by Azure Machine Learning."""
AMLCOMPUTE = "amlcompute"
"""AmlCompute is a compute resource that is managed by Azure Machine Learning."""
COMPUTEINSTANCE = "computeinstance"
"""Compute Instance is a compute resource that is managed by Azure Machine Learning."""
VIRTUALMACHINE = "virtualmachine"
"""Virtual Machine is a compute resource that is managed by Azure Machine Learning."""
KUBERNETES = "kubernetes"
"""Kubernetes is a compute resource that is managed by Azure Machine Learning."""
ADF = "DataFactory"
"""Data Factory is a compute resource that is managed by Azure Machine Learning."""
SYNAPSESPARK = "synapsespark"
"""Synapse Spark is a compute resource that is managed by Azure Machine Learning."""
class ComputeTier:
"""ComputeTier is an enum-like class that defines the tiers of compute that can be used for training.
ComputeTier can be used to specify the compute tier for a compute target. It can also be used to specify the compute
tier for a compute target that is being created. Valid values are "lowpriority", "dedicated".
"""
LOWPRIORITY = "low_priority"
"""LOWPRIORITY is a compute tier that is used for low priority compute targets."""
DEDICATED = "dedicated"
"""DEDICATED is a compute tier that is used for dedicated compute targets."""
class IdentityType:
"""IdentityType is an enum-like class that defines the types of identity that can be used for compute.
IdentityType can be used to specify the identity type for a compute target. It can also be used to specify the
identity type for a compute target that is being created. Valid values are "system_assigned", "user_assigned",
"both".
"""
SYSTEM_ASSIGNED = "system_assigned"
"""SYSTEM_ASSIGNED is a compute identity type that is used for system assigned compute targets."""
USER_ASSIGNED = "user_assigned"
"""USER_ASSIGNED is a compute identity type that is used for user assigned compute targets."""
BOTH = "system_assigned,user_assigned"
"""BOTH is a compute identity type that is used for both system and user assigned compute targets."""
class ComputeDefaults:
"""Class defining Compute Defaults."""
VMSIZE = "STANDARD_DS3_V2"
"""ComputeDefaults.VMSIZE: Indicates default VM size. (STANDARD_DS3_V2)
"""
ADMIN_USER = "azureuser"
"""ComputeDefaults.ADMIN_USER: Indicates default admin user. (azureuser)
"""
MIN_NODES = 0
"""ComputeDefaults.MIN_NODES: Indicates default minimum number of nodes. (0)
"""
MAX_NODES = 4
"""ComputeDefaults.MAX_NODES: Indicates default maximum number of nodes. (4)
"""
IDLE_TIME = 1800
"""ComputeDefaults.IDLE_TIME: Indicates default idle time. (1800)
"""
PRIORITY = "Dedicated"
"""ComputeDefaults.PRIORITY: Indicates default priority. (Dedicated)
"""
class CustomApplicationDefaults:
"""Class defining Custom Application Defaults."""
TARGET_PORT = "target_port"
"""CustomApplicationDefaults.TARGET_PORT: Indicates target port of the custom application on the Compute
Instance. (target_port)
"""
PUBLISHED_PORT = "published_port"
"""CustomApplicationDefaults.PUBLISHED_PORT: Indicates published port of the custom application on the Compute
Instance. (published_port)
"""
PORT_MIN_VALUE = 1025
"""CustomApplicationDefaults.PORT_MIN_VALUE: Indicates minimum port value of the custom application on the
Compute Instance. (1025)
"""
PORT_MAX_VALUE = 65535
"""CustomApplicationDefaults.PORT_MAX_VALUE: Indicates maximum port value of the custom application on the
Compute Instance. (65535)
"""
DOCKER = "docker"
"""CustomApplicationDefaults.DOCKER: Indicates type of a docker custom application on the Compute Instance. (docker)
"""
ENDPOINT_NAME = "connect"
"""CustomApplicationDefaults.ENDPOINT_NAME: Indicates endpoint name of the custom application on the Compute
Instance. (connect)
"""
class ComputeSizeTier:
"""Class defining Compute size tiers."""
AML_COMPUTE_DEDICATED = "amlComputeDedicatedVMSize"
"""ComputeSizeTier.AML_COMPUTE_DEDICATED: Indicates Compute Sizes should match Dedicated-tier Virtual Machines.
(amlComputeDedicatedVmSize)
"""
AML_COMPUTE_LOWPRIORITY = "amlComputeLowPriorityVMSize"
"""ComputeSizeTier.AML_COMPUTE_LOWPRIORITY: Indicates Compute Sizes should match Low Priority-tier Virtual
Machines. (amlcomputeLowPriorityVMSize)
"""
COMPUTE_INSTANCE = "computeInstanceVMSize"
"""ComputeSizeTier.COMPUTE_INSTANCE: Indicates Compute Sizes should match Compute Instance Virtual Machines.
(computeInstanceVMSize)
"""
DUPLICATE_APPLICATION_ERROR = "Value of {} must be unique across all custom applications."
INVALID_VALUE_ERROR = "Value of {} must be between {} and {}."
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