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Current File : /usr/lib/mysqlsh/lib/python3.9/site-packages/oci/generative_ai/models/dedicated_ai_cluster.py
# coding: utf-8
# Copyright (c) 2016, 2024, Oracle and/or its affiliates.  All rights reserved.
# This software is dual-licensed to you under the Universal Permissive License (UPL) 1.0 as shown at https://oss.oracle.com/licenses/upl or Apache License 2.0 as shown at http://www.apache.org/licenses/LICENSE-2.0. You may choose either license.

# NOTE: This class is auto generated by OracleSDKGenerator. DO NOT EDIT. API Version: 20231130


from oci.util import formatted_flat_dict, NONE_SENTINEL, value_allowed_none_or_none_sentinel  # noqa: F401
from oci.decorators import init_model_state_from_kwargs


@init_model_state_from_kwargs
class DedicatedAiCluster(object):
    """
    Dedicated AI clusters are compute resources that you can use for fine-tuning custom models or for hosting endpoints for custom models. The clusters are dedicated to your models and not shared with users in other tenancies.

    To use any of the API operations, you must be authorized in an IAM policy. If you're not authorized, talk to an administrator who gives OCI resource access to users. See
    `Getting Started with Policies`__ and `Getting Access to Generative AI Resouces`__.

    __ https://docs.cloud.oracle.com/iaas/Content/Identity/policiesgs/get-started-with-policies.htm
    __ https://docs.cloud.oracle.com/iaas/Content/generative-ai/iam-policies.htm
    """

    #: A constant which can be used with the type property of a DedicatedAiCluster.
    #: This constant has a value of "HOSTING"
    TYPE_HOSTING = "HOSTING"

    #: A constant which can be used with the type property of a DedicatedAiCluster.
    #: This constant has a value of "FINE_TUNING"
    TYPE_FINE_TUNING = "FINE_TUNING"

    #: A constant which can be used with the lifecycle_state property of a DedicatedAiCluster.
    #: This constant has a value of "CREATING"
    LIFECYCLE_STATE_CREATING = "CREATING"

    #: A constant which can be used with the lifecycle_state property of a DedicatedAiCluster.
    #: This constant has a value of "ACTIVE"
    LIFECYCLE_STATE_ACTIVE = "ACTIVE"

    #: A constant which can be used with the lifecycle_state property of a DedicatedAiCluster.
    #: This constant has a value of "UPDATING"
    LIFECYCLE_STATE_UPDATING = "UPDATING"

    #: A constant which can be used with the lifecycle_state property of a DedicatedAiCluster.
    #: This constant has a value of "DELETING"
    LIFECYCLE_STATE_DELETING = "DELETING"

    #: A constant which can be used with the lifecycle_state property of a DedicatedAiCluster.
    #: This constant has a value of "DELETED"
    LIFECYCLE_STATE_DELETED = "DELETED"

    #: A constant which can be used with the lifecycle_state property of a DedicatedAiCluster.
    #: This constant has a value of "FAILED"
    LIFECYCLE_STATE_FAILED = "FAILED"

    #: A constant which can be used with the lifecycle_state property of a DedicatedAiCluster.
    #: This constant has a value of "NEEDS_ATTENTION"
    LIFECYCLE_STATE_NEEDS_ATTENTION = "NEEDS_ATTENTION"

    #: A constant which can be used with the unit_shape property of a DedicatedAiCluster.
    #: This constant has a value of "LARGE_COHERE"
    UNIT_SHAPE_LARGE_COHERE = "LARGE_COHERE"

    #: A constant which can be used with the unit_shape property of a DedicatedAiCluster.
    #: This constant has a value of "LARGE_COHERE_V2"
    UNIT_SHAPE_LARGE_COHERE_V2 = "LARGE_COHERE_V2"

    #: A constant which can be used with the unit_shape property of a DedicatedAiCluster.
    #: This constant has a value of "SMALL_COHERE"
    UNIT_SHAPE_SMALL_COHERE = "SMALL_COHERE"

    #: A constant which can be used with the unit_shape property of a DedicatedAiCluster.
    #: This constant has a value of "SMALL_COHERE_V2"
    UNIT_SHAPE_SMALL_COHERE_V2 = "SMALL_COHERE_V2"

    #: A constant which can be used with the unit_shape property of a DedicatedAiCluster.
    #: This constant has a value of "EMBED_COHERE"
    UNIT_SHAPE_EMBED_COHERE = "EMBED_COHERE"

    #: A constant which can be used with the unit_shape property of a DedicatedAiCluster.
    #: This constant has a value of "LLAMA2_70"
    UNIT_SHAPE_LLAMA2_70 = "LLAMA2_70"

    #: A constant which can be used with the unit_shape property of a DedicatedAiCluster.
    #: This constant has a value of "LARGE_GENERIC"
    UNIT_SHAPE_LARGE_GENERIC = "LARGE_GENERIC"

    #: A constant which can be used with the unit_shape property of a DedicatedAiCluster.
    #: This constant has a value of "LARGE_COHERE_V2_2"
    UNIT_SHAPE_LARGE_COHERE_V2_2 = "LARGE_COHERE_V2_2"

    def __init__(self, **kwargs):
        """
        Initializes a new DedicatedAiCluster object with values from keyword arguments.
        The following keyword arguments are supported (corresponding to the getters/setters of this class):

        :param id:
            The value to assign to the id property of this DedicatedAiCluster.
        :type id: str

        :param display_name:
            The value to assign to the display_name property of this DedicatedAiCluster.
        :type display_name: str

        :param description:
            The value to assign to the description property of this DedicatedAiCluster.
        :type description: str

        :param type:
            The value to assign to the type property of this DedicatedAiCluster.
            Allowed values for this property are: "HOSTING", "FINE_TUNING", 'UNKNOWN_ENUM_VALUE'.
            Any unrecognized values returned by a service will be mapped to 'UNKNOWN_ENUM_VALUE'.
        :type type: str

        :param compartment_id:
            The value to assign to the compartment_id property of this DedicatedAiCluster.
        :type compartment_id: str

        :param time_created:
            The value to assign to the time_created property of this DedicatedAiCluster.
        :type time_created: datetime

        :param time_updated:
            The value to assign to the time_updated property of this DedicatedAiCluster.
        :type time_updated: datetime

        :param lifecycle_state:
            The value to assign to the lifecycle_state property of this DedicatedAiCluster.
            Allowed values for this property are: "CREATING", "ACTIVE", "UPDATING", "DELETING", "DELETED", "FAILED", "NEEDS_ATTENTION", 'UNKNOWN_ENUM_VALUE'.
            Any unrecognized values returned by a service will be mapped to 'UNKNOWN_ENUM_VALUE'.
        :type lifecycle_state: str

        :param lifecycle_details:
            The value to assign to the lifecycle_details property of this DedicatedAiCluster.
        :type lifecycle_details: str

        :param unit_count:
            The value to assign to the unit_count property of this DedicatedAiCluster.
        :type unit_count: int

        :param unit_shape:
            The value to assign to the unit_shape property of this DedicatedAiCluster.
            Allowed values for this property are: "LARGE_COHERE", "LARGE_COHERE_V2", "SMALL_COHERE", "SMALL_COHERE_V2", "EMBED_COHERE", "LLAMA2_70", "LARGE_GENERIC", "LARGE_COHERE_V2_2", 'UNKNOWN_ENUM_VALUE'.
            Any unrecognized values returned by a service will be mapped to 'UNKNOWN_ENUM_VALUE'.
        :type unit_shape: str

        :param capacity:
            The value to assign to the capacity property of this DedicatedAiCluster.
        :type capacity: oci.generative_ai.models.DedicatedAiClusterCapacity

        :param previous_state:
            The value to assign to the previous_state property of this DedicatedAiCluster.
        :type previous_state: oci.generative_ai.models.DedicatedAiCluster

        :param freeform_tags:
            The value to assign to the freeform_tags property of this DedicatedAiCluster.
        :type freeform_tags: dict(str, str)

        :param defined_tags:
            The value to assign to the defined_tags property of this DedicatedAiCluster.
        :type defined_tags: dict(str, dict(str, object))

        :param system_tags:
            The value to assign to the system_tags property of this DedicatedAiCluster.
        :type system_tags: dict(str, dict(str, object))

        """
        self.swagger_types = {
            'id': 'str',
            'display_name': 'str',
            'description': 'str',
            'type': 'str',
            'compartment_id': 'str',
            'time_created': 'datetime',
            'time_updated': 'datetime',
            'lifecycle_state': 'str',
            'lifecycle_details': 'str',
            'unit_count': 'int',
            'unit_shape': 'str',
            'capacity': 'DedicatedAiClusterCapacity',
            'previous_state': 'DedicatedAiCluster',
            'freeform_tags': 'dict(str, str)',
            'defined_tags': 'dict(str, dict(str, object))',
            'system_tags': 'dict(str, dict(str, object))'
        }

        self.attribute_map = {
            'id': 'id',
            'display_name': 'displayName',
            'description': 'description',
            'type': 'type',
            'compartment_id': 'compartmentId',
            'time_created': 'timeCreated',
            'time_updated': 'timeUpdated',
            'lifecycle_state': 'lifecycleState',
            'lifecycle_details': 'lifecycleDetails',
            'unit_count': 'unitCount',
            'unit_shape': 'unitShape',
            'capacity': 'capacity',
            'previous_state': 'previousState',
            'freeform_tags': 'freeformTags',
            'defined_tags': 'definedTags',
            'system_tags': 'systemTags'
        }

        self._id = None
        self._display_name = None
        self._description = None
        self._type = None
        self._compartment_id = None
        self._time_created = None
        self._time_updated = None
        self._lifecycle_state = None
        self._lifecycle_details = None
        self._unit_count = None
        self._unit_shape = None
        self._capacity = None
        self._previous_state = None
        self._freeform_tags = None
        self._defined_tags = None
        self._system_tags = None

    @property
    def id(self):
        """
        **[Required]** Gets the id of this DedicatedAiCluster.
        The `OCID`__ of the dedicated AI cluster.

        __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm


        :return: The id of this DedicatedAiCluster.
        :rtype: str
        """
        return self._id

    @id.setter
    def id(self, id):
        """
        Sets the id of this DedicatedAiCluster.
        The `OCID`__ of the dedicated AI cluster.

        __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm


        :param id: The id of this DedicatedAiCluster.
        :type: str
        """
        self._id = id

    @property
    def display_name(self):
        """
        Gets the display_name of this DedicatedAiCluster.
        A user-friendly name. Does not have to be unique, and it's changeable.


        :return: The display_name of this DedicatedAiCluster.
        :rtype: str
        """
        return self._display_name

    @display_name.setter
    def display_name(self, display_name):
        """
        Sets the display_name of this DedicatedAiCluster.
        A user-friendly name. Does not have to be unique, and it's changeable.


        :param display_name: The display_name of this DedicatedAiCluster.
        :type: str
        """
        self._display_name = display_name

    @property
    def description(self):
        """
        Gets the description of this DedicatedAiCluster.
        An optional description of the dedicated AI cluster.


        :return: The description of this DedicatedAiCluster.
        :rtype: str
        """
        return self._description

    @description.setter
    def description(self, description):
        """
        Sets the description of this DedicatedAiCluster.
        An optional description of the dedicated AI cluster.


        :param description: The description of this DedicatedAiCluster.
        :type: str
        """
        self._description = description

    @property
    def type(self):
        """
        **[Required]** Gets the type of this DedicatedAiCluster.
        The dedicated AI cluster type indicating whether this is a fine-tuning/training processor or hosting/inference processor.

        Allowed values for this property are: "HOSTING", "FINE_TUNING", 'UNKNOWN_ENUM_VALUE'.
        Any unrecognized values returned by a service will be mapped to 'UNKNOWN_ENUM_VALUE'.


        :return: The type of this DedicatedAiCluster.
        :rtype: str
        """
        return self._type

    @type.setter
    def type(self, type):
        """
        Sets the type of this DedicatedAiCluster.
        The dedicated AI cluster type indicating whether this is a fine-tuning/training processor or hosting/inference processor.


        :param type: The type of this DedicatedAiCluster.
        :type: str
        """
        allowed_values = ["HOSTING", "FINE_TUNING"]
        if not value_allowed_none_or_none_sentinel(type, allowed_values):
            type = 'UNKNOWN_ENUM_VALUE'
        self._type = type

    @property
    def compartment_id(self):
        """
        **[Required]** Gets the compartment_id of this DedicatedAiCluster.
        The compartment OCID to create the dedicated AI cluster in.


        :return: The compartment_id of this DedicatedAiCluster.
        :rtype: str
        """
        return self._compartment_id

    @compartment_id.setter
    def compartment_id(self, compartment_id):
        """
        Sets the compartment_id of this DedicatedAiCluster.
        The compartment OCID to create the dedicated AI cluster in.


        :param compartment_id: The compartment_id of this DedicatedAiCluster.
        :type: str
        """
        self._compartment_id = compartment_id

    @property
    def time_created(self):
        """
        **[Required]** Gets the time_created of this DedicatedAiCluster.
        The date and time the dedicated AI cluster was created, in the format defined by RFC 3339


        :return: The time_created of this DedicatedAiCluster.
        :rtype: datetime
        """
        return self._time_created

    @time_created.setter
    def time_created(self, time_created):
        """
        Sets the time_created of this DedicatedAiCluster.
        The date and time the dedicated AI cluster was created, in the format defined by RFC 3339


        :param time_created: The time_created of this DedicatedAiCluster.
        :type: datetime
        """
        self._time_created = time_created

    @property
    def time_updated(self):
        """
        Gets the time_updated of this DedicatedAiCluster.
        The date and time the dedicated AI cluster was updated, in the format defined by RFC 3339


        :return: The time_updated of this DedicatedAiCluster.
        :rtype: datetime
        """
        return self._time_updated

    @time_updated.setter
    def time_updated(self, time_updated):
        """
        Sets the time_updated of this DedicatedAiCluster.
        The date and time the dedicated AI cluster was updated, in the format defined by RFC 3339


        :param time_updated: The time_updated of this DedicatedAiCluster.
        :type: datetime
        """
        self._time_updated = time_updated

    @property
    def lifecycle_state(self):
        """
        **[Required]** Gets the lifecycle_state of this DedicatedAiCluster.
        The current state of the dedicated AI cluster.

        Allowed values for this property are: "CREATING", "ACTIVE", "UPDATING", "DELETING", "DELETED", "FAILED", "NEEDS_ATTENTION", 'UNKNOWN_ENUM_VALUE'.
        Any unrecognized values returned by a service will be mapped to 'UNKNOWN_ENUM_VALUE'.


        :return: The lifecycle_state of this DedicatedAiCluster.
        :rtype: str
        """
        return self._lifecycle_state

    @lifecycle_state.setter
    def lifecycle_state(self, lifecycle_state):
        """
        Sets the lifecycle_state of this DedicatedAiCluster.
        The current state of the dedicated AI cluster.


        :param lifecycle_state: The lifecycle_state of this DedicatedAiCluster.
        :type: str
        """
        allowed_values = ["CREATING", "ACTIVE", "UPDATING", "DELETING", "DELETED", "FAILED", "NEEDS_ATTENTION"]
        if not value_allowed_none_or_none_sentinel(lifecycle_state, allowed_values):
            lifecycle_state = 'UNKNOWN_ENUM_VALUE'
        self._lifecycle_state = lifecycle_state

    @property
    def lifecycle_details(self):
        """
        Gets the lifecycle_details of this DedicatedAiCluster.
        A message describing the current state with detail that can provide actionable information.


        :return: The lifecycle_details of this DedicatedAiCluster.
        :rtype: str
        """
        return self._lifecycle_details

    @lifecycle_details.setter
    def lifecycle_details(self, lifecycle_details):
        """
        Sets the lifecycle_details of this DedicatedAiCluster.
        A message describing the current state with detail that can provide actionable information.


        :param lifecycle_details: The lifecycle_details of this DedicatedAiCluster.
        :type: str
        """
        self._lifecycle_details = lifecycle_details

    @property
    def unit_count(self):
        """
        **[Required]** Gets the unit_count of this DedicatedAiCluster.
        The number of dedicated units in this AI cluster.


        :return: The unit_count of this DedicatedAiCluster.
        :rtype: int
        """
        return self._unit_count

    @unit_count.setter
    def unit_count(self, unit_count):
        """
        Sets the unit_count of this DedicatedAiCluster.
        The number of dedicated units in this AI cluster.


        :param unit_count: The unit_count of this DedicatedAiCluster.
        :type: int
        """
        self._unit_count = unit_count

    @property
    def unit_shape(self):
        """
        **[Required]** Gets the unit_shape of this DedicatedAiCluster.
        The shape of dedicated unit in this AI cluster. The underlying hardware configuration is hidden from customers.

        Allowed values for this property are: "LARGE_COHERE", "LARGE_COHERE_V2", "SMALL_COHERE", "SMALL_COHERE_V2", "EMBED_COHERE", "LLAMA2_70", "LARGE_GENERIC", "LARGE_COHERE_V2_2", 'UNKNOWN_ENUM_VALUE'.
        Any unrecognized values returned by a service will be mapped to 'UNKNOWN_ENUM_VALUE'.


        :return: The unit_shape of this DedicatedAiCluster.
        :rtype: str
        """
        return self._unit_shape

    @unit_shape.setter
    def unit_shape(self, unit_shape):
        """
        Sets the unit_shape of this DedicatedAiCluster.
        The shape of dedicated unit in this AI cluster. The underlying hardware configuration is hidden from customers.


        :param unit_shape: The unit_shape of this DedicatedAiCluster.
        :type: str
        """
        allowed_values = ["LARGE_COHERE", "LARGE_COHERE_V2", "SMALL_COHERE", "SMALL_COHERE_V2", "EMBED_COHERE", "LLAMA2_70", "LARGE_GENERIC", "LARGE_COHERE_V2_2"]
        if not value_allowed_none_or_none_sentinel(unit_shape, allowed_values):
            unit_shape = 'UNKNOWN_ENUM_VALUE'
        self._unit_shape = unit_shape

    @property
    def capacity(self):
        """
        Gets the capacity of this DedicatedAiCluster.

        :return: The capacity of this DedicatedAiCluster.
        :rtype: oci.generative_ai.models.DedicatedAiClusterCapacity
        """
        return self._capacity

    @capacity.setter
    def capacity(self, capacity):
        """
        Sets the capacity of this DedicatedAiCluster.

        :param capacity: The capacity of this DedicatedAiCluster.
        :type: oci.generative_ai.models.DedicatedAiClusterCapacity
        """
        self._capacity = capacity

    @property
    def previous_state(self):
        """
        Gets the previous_state of this DedicatedAiCluster.

        :return: The previous_state of this DedicatedAiCluster.
        :rtype: oci.generative_ai.models.DedicatedAiCluster
        """
        return self._previous_state

    @previous_state.setter
    def previous_state(self, previous_state):
        """
        Sets the previous_state of this DedicatedAiCluster.

        :param previous_state: The previous_state of this DedicatedAiCluster.
        :type: oci.generative_ai.models.DedicatedAiCluster
        """
        self._previous_state = previous_state

    @property
    def freeform_tags(self):
        """
        Gets the freeform_tags of this DedicatedAiCluster.
        Free-form tags for this resource. Each tag is a simple key-value pair with no predefined name, type, or namespace.
        For more information, see `Resource Tags`__.

        Example: `{\"Department\": \"Finance\"}`

        __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/resourcetags.htm


        :return: The freeform_tags of this DedicatedAiCluster.
        :rtype: dict(str, str)
        """
        return self._freeform_tags

    @freeform_tags.setter
    def freeform_tags(self, freeform_tags):
        """
        Sets the freeform_tags of this DedicatedAiCluster.
        Free-form tags for this resource. Each tag is a simple key-value pair with no predefined name, type, or namespace.
        For more information, see `Resource Tags`__.

        Example: `{\"Department\": \"Finance\"}`

        __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/resourcetags.htm


        :param freeform_tags: The freeform_tags of this DedicatedAiCluster.
        :type: dict(str, str)
        """
        self._freeform_tags = freeform_tags

    @property
    def defined_tags(self):
        """
        Gets the defined_tags of this DedicatedAiCluster.
        Defined tags for this resource. Each key is predefined and scoped to a namespace.
        For more information, see `Resource Tags`__.

        Example: `{\"Operations\": {\"CostCenter\": \"42\"}}`

        __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/resourcetags.htm


        :return: The defined_tags of this DedicatedAiCluster.
        :rtype: dict(str, dict(str, object))
        """
        return self._defined_tags

    @defined_tags.setter
    def defined_tags(self, defined_tags):
        """
        Sets the defined_tags of this DedicatedAiCluster.
        Defined tags for this resource. Each key is predefined and scoped to a namespace.
        For more information, see `Resource Tags`__.

        Example: `{\"Operations\": {\"CostCenter\": \"42\"}}`

        __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/resourcetags.htm


        :param defined_tags: The defined_tags of this DedicatedAiCluster.
        :type: dict(str, dict(str, object))
        """
        self._defined_tags = defined_tags

    @property
    def system_tags(self):
        """
        Gets the system_tags of this DedicatedAiCluster.
        System tags for this resource. Each key is predefined and scoped to a namespace.

        Example: `{\"orcl-cloud\": {\"free-tier-retained\": \"true\"}}`


        :return: The system_tags of this DedicatedAiCluster.
        :rtype: dict(str, dict(str, object))
        """
        return self._system_tags

    @system_tags.setter
    def system_tags(self, system_tags):
        """
        Sets the system_tags of this DedicatedAiCluster.
        System tags for this resource. Each key is predefined and scoped to a namespace.

        Example: `{\"orcl-cloud\": {\"free-tier-retained\": \"true\"}}`


        :param system_tags: The system_tags of this DedicatedAiCluster.
        :type: dict(str, dict(str, object))
        """
        self._system_tags = system_tags

    def __repr__(self):
        return formatted_flat_dict(self)

    def __eq__(self, other):
        if other is None:
            return False

        return self.__dict__ == other.__dict__

    def __ne__(self, other):
        return not self == other

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