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Oracle Cloud Infrastructure v2.29.0 published on Wednesday, Apr 9, 2025 by Pulumi
pulumi/pulumi-oci

oci.DataScience.MlApplicationInstance

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Oracle Cloud Infrastructure v2.29.0 published on Wednesday, Apr 9, 2025 by Pulumi
pulumi/pulumi-oci

This resource provides the Ml Application Instance resource in Oracle Cloud Infrastructure Data Science service.

Creates a new MlApplicationInstance.

Example Usage

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resources:
  testMlApplicationInstance:
    type: oci:DataScience:MlApplicationInstance
    name: test_ml_application_instance
    properties:
      compartmentId: ${compartmentId}
      mlApplicationId: ${testMlApplication.id}
      mlApplicationImplementationId: ${testMlApplicationImplementation.id}
      authConfiguration:
        type: ${mlApplicationInstanceAuthConfigurationType}
        accessToken: ${mlApplicationInstanceAuthConfigurationAccessToken}
        applicationName: ${testApplication.name}
        audience: ${mlApplicationInstanceAuthConfigurationAudience}
        domainId: ${testDomain.id}
        roleName: ${mlApplicationInstanceAuthConfigurationRoleName}
        scope: ${mlApplicationInstanceAuthConfigurationScope}
      configurations:
        - key: ${mlApplicationInstanceConfigurationKey}
          value: ${mlApplicationInstanceConfigurationValue}
      definedTags:
        Operations.CostCenter: '42'
      displayName: ${mlApplicationInstanceDisplayName}
      freeformTags:
        Department: Finance
      isEnabled: ${mlApplicationInstanceIsEnabled}
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Create MlApplicationInstance Resource

Resources are created with functions called constructors. To learn more about declaring and configuring resources, see Resources.

Constructor syntax

new MlApplicationInstance(name: string, args: MlApplicationInstanceArgs, opts?: CustomResourceOptions);
@overload
def MlApplicationInstance(resource_name: str,
                          args: MlApplicationInstanceArgs,
                          opts: Optional[ResourceOptions] = None)

@overload
def MlApplicationInstance(resource_name: str,
                          opts: Optional[ResourceOptions] = None,
                          compartment_id: Optional[str] = None,
                          ml_application_id: Optional[str] = None,
                          ml_application_implementation_id: Optional[str] = None,
                          auth_configuration: Optional[_datascience.MlApplicationInstanceAuthConfigurationArgs] = None,
                          configurations: Optional[Sequence[_datascience.MlApplicationInstanceConfigurationArgs]] = None,
                          defined_tags: Optional[Mapping[str, str]] = None,
                          display_name: Optional[str] = None,
                          freeform_tags: Optional[Mapping[str, str]] = None,
                          is_enabled: Optional[bool] = None)
func NewMlApplicationInstance(ctx *Context, name string, args MlApplicationInstanceArgs, opts ...ResourceOption) (*MlApplicationInstance, error)
public MlApplicationInstance(string name, MlApplicationInstanceArgs args, CustomResourceOptions? opts = null)
public MlApplicationInstance(String name, MlApplicationInstanceArgs args)
public MlApplicationInstance(String name, MlApplicationInstanceArgs args, CustomResourceOptions options)

type: oci:DataScience:MlApplicationInstance
properties: # The arguments to resource properties.
options: # Bag of options to control resource's behavior.

Parameters

name This property is required. string
The unique name of the resource.
args This property is required. MlApplicationInstanceArgs
The arguments to resource properties.
opts CustomResourceOptions
Bag of options to control resource's behavior.
resource_name This property is required. str
The unique name of the resource.
args This property is required. MlApplicationInstanceArgs
The arguments to resource properties.
opts ResourceOptions
Bag of options to control resource's behavior.
ctx Context
Context object for the current deployment.
name This property is required. string
The unique name of the resource.
args This property is required. MlApplicationInstanceArgs
The arguments to resource properties.
opts ResourceOption
Bag of options to control resource's behavior.
name This property is required. string
The unique name of the resource.
args This property is required. MlApplicationInstanceArgs
The arguments to resource properties.
opts CustomResourceOptions
Bag of options to control resource's behavior.
name This property is required. String
The unique name of the resource.
args This property is required. MlApplicationInstanceArgs
The arguments to resource properties.
options CustomResourceOptions
Bag of options to control resource's behavior.

Constructor example

The following reference example uses placeholder values for all input properties.

var mlApplicationInstanceResource = new Oci.DataScience.MlApplicationInstance("mlApplicationInstanceResource", new()
{
    CompartmentId = "string",
    MlApplicationId = "string",
    MlApplicationImplementationId = "string",
    AuthConfiguration = new Oci.DataScience.Inputs.MlApplicationInstanceAuthConfigurationArgs
    {
        Type = "string",
        ApplicationName = "string",
        DomainId = "string",
    },
    Configurations = new[]
    {
        new Oci.DataScience.Inputs.MlApplicationInstanceConfigurationArgs
        {
            Key = "string",
            Value = "string",
        },
    },
    DefinedTags = 
    {
        { "string", "string" },
    },
    DisplayName = "string",
    FreeformTags = 
    {
        { "string", "string" },
    },
    IsEnabled = false,
});
Copy
example, err := DataScience.NewMlApplicationInstance(ctx, "mlApplicationInstanceResource", &DataScience.MlApplicationInstanceArgs{
	CompartmentId:                 pulumi.String("string"),
	MlApplicationId:               pulumi.String("string"),
	MlApplicationImplementationId: pulumi.String("string"),
	AuthConfiguration: &datascience.MlApplicationInstanceAuthConfigurationArgs{
		Type:            pulumi.String("string"),
		ApplicationName: pulumi.String("string"),
		DomainId:        pulumi.String("string"),
	},
	Configurations: datascience.MlApplicationInstanceConfigurationArray{
		&datascience.MlApplicationInstanceConfigurationArgs{
			Key:   pulumi.String("string"),
			Value: pulumi.String("string"),
		},
	},
	DefinedTags: pulumi.StringMap{
		"string": pulumi.String("string"),
	},
	DisplayName: pulumi.String("string"),
	FreeformTags: pulumi.StringMap{
		"string": pulumi.String("string"),
	},
	IsEnabled: pulumi.Bool(false),
})
Copy
var mlApplicationInstanceResource = new MlApplicationInstance("mlApplicationInstanceResource", MlApplicationInstanceArgs.builder()
    .compartmentId("string")
    .mlApplicationId("string")
    .mlApplicationImplementationId("string")
    .authConfiguration(MlApplicationInstanceAuthConfigurationArgs.builder()
        .type("string")
        .applicationName("string")
        .domainId("string")
        .build())
    .configurations(MlApplicationInstanceConfigurationArgs.builder()
        .key("string")
        .value("string")
        .build())
    .definedTags(Map.of("string", "string"))
    .displayName("string")
    .freeformTags(Map.of("string", "string"))
    .isEnabled(false)
    .build());
Copy
ml_application_instance_resource = oci.data_science.MlApplicationInstance("mlApplicationInstanceResource",
    compartment_id="string",
    ml_application_id="string",
    ml_application_implementation_id="string",
    auth_configuration={
        "type": "string",
        "application_name": "string",
        "domain_id": "string",
    },
    configurations=[{
        "key": "string",
        "value": "string",
    }],
    defined_tags={
        "string": "string",
    },
    display_name="string",
    freeform_tags={
        "string": "string",
    },
    is_enabled=False)
Copy
const mlApplicationInstanceResource = new oci.datascience.MlApplicationInstance("mlApplicationInstanceResource", {
    compartmentId: "string",
    mlApplicationId: "string",
    mlApplicationImplementationId: "string",
    authConfiguration: {
        type: "string",
        applicationName: "string",
        domainId: "string",
    },
    configurations: [{
        key: "string",
        value: "string",
    }],
    definedTags: {
        string: "string",
    },
    displayName: "string",
    freeformTags: {
        string: "string",
    },
    isEnabled: false,
});
Copy
type: oci:DataScience:MlApplicationInstance
properties:
    authConfiguration:
        applicationName: string
        domainId: string
        type: string
    compartmentId: string
    configurations:
        - key: string
          value: string
    definedTags:
        string: string
    displayName: string
    freeformTags:
        string: string
    isEnabled: false
    mlApplicationId: string
    mlApplicationImplementationId: string
Copy

MlApplicationInstance Resource Properties

To learn more about resource properties and how to use them, see Inputs and Outputs in the Architecture and Concepts docs.

Inputs

In Python, inputs that are objects can be passed either as argument classes or as dictionary literals.

The MlApplicationInstance resource accepts the following input properties:

CompartmentId This property is required. string
(Updatable) The OCID of the compartment where the MlApplicationInstance is created.
MlApplicationId
This property is required.
Changes to this property will trigger replacement.
string
The OCID of ML Application. This resource is an instance of ML Application referenced by this OCID.
MlApplicationImplementationId This property is required. string

(Updatable) The OCID of ML Application Implementation selected as a certain solution for a given ML problem (ML Application)

** IMPORTANT ** Any change to a property that does not support update will force the destruction and recreation of the resource with the new property values

AuthConfiguration Changes to this property will trigger replacement. MlApplicationInstanceAuthConfiguration
AuthN/Z configuration for online prediction
Configurations List<MlApplicationInstanceConfiguration>
(Updatable) Data that are used for provisioning of the given MlApplicationInstance. These are validated against configurationSchema defined in referenced MlApplicationImplementation.
DefinedTags Dictionary<string, string>
(Updatable) Defined tags for this resource. Each key is predefined and scoped to a namespace. See Resource Tags. Example: {"Operations.CostCenter": "42"}
DisplayName Changes to this property will trigger replacement. string
The name of MlApplicationInstance. System will generate displayName when not provided.
FreeformTags Dictionary<string, string>
(Updatable) Free-form tags for this resource. Each tag is a simple key-value pair with no predefined name, type, or namespace. See Resource Tags. Example: {"Department": "Finance"}
IsEnabled bool
(Updatable) Defines whether the MlApplicationInstance will be created in ACTIVE (true value) or INACTIVE (false value) lifecycle state.
CompartmentId This property is required. string
(Updatable) The OCID of the compartment where the MlApplicationInstance is created.
MlApplicationId
This property is required.
Changes to this property will trigger replacement.
string
The OCID of ML Application. This resource is an instance of ML Application referenced by this OCID.
MlApplicationImplementationId This property is required. string

(Updatable) The OCID of ML Application Implementation selected as a certain solution for a given ML problem (ML Application)

** IMPORTANT ** Any change to a property that does not support update will force the destruction and recreation of the resource with the new property values

AuthConfiguration Changes to this property will trigger replacement. MlApplicationInstanceAuthConfigurationArgs
AuthN/Z configuration for online prediction
Configurations []MlApplicationInstanceConfigurationArgs
(Updatable) Data that are used for provisioning of the given MlApplicationInstance. These are validated against configurationSchema defined in referenced MlApplicationImplementation.
DefinedTags map[string]string
(Updatable) Defined tags for this resource. Each key is predefined and scoped to a namespace. See Resource Tags. Example: {"Operations.CostCenter": "42"}
DisplayName Changes to this property will trigger replacement. string
The name of MlApplicationInstance. System will generate displayName when not provided.
FreeformTags map[string]string
(Updatable) Free-form tags for this resource. Each tag is a simple key-value pair with no predefined name, type, or namespace. See Resource Tags. Example: {"Department": "Finance"}
IsEnabled bool
(Updatable) Defines whether the MlApplicationInstance will be created in ACTIVE (true value) or INACTIVE (false value) lifecycle state.
compartmentId This property is required. String
(Updatable) The OCID of the compartment where the MlApplicationInstance is created.
mlApplicationId
This property is required.
Changes to this property will trigger replacement.
String
The OCID of ML Application. This resource is an instance of ML Application referenced by this OCID.
mlApplicationImplementationId This property is required. String

(Updatable) The OCID of ML Application Implementation selected as a certain solution for a given ML problem (ML Application)

** IMPORTANT ** Any change to a property that does not support update will force the destruction and recreation of the resource with the new property values

authConfiguration Changes to this property will trigger replacement. MlApplicationInstanceAuthConfiguration
AuthN/Z configuration for online prediction
configurations List<MlApplicationInstanceConfiguration>
(Updatable) Data that are used for provisioning of the given MlApplicationInstance. These are validated against configurationSchema defined in referenced MlApplicationImplementation.
definedTags Map<String,String>
(Updatable) Defined tags for this resource. Each key is predefined and scoped to a namespace. See Resource Tags. Example: {"Operations.CostCenter": "42"}
displayName Changes to this property will trigger replacement. String
The name of MlApplicationInstance. System will generate displayName when not provided.
freeformTags Map<String,String>
(Updatable) Free-form tags for this resource. Each tag is a simple key-value pair with no predefined name, type, or namespace. See Resource Tags. Example: {"Department": "Finance"}
isEnabled Boolean
(Updatable) Defines whether the MlApplicationInstance will be created in ACTIVE (true value) or INACTIVE (false value) lifecycle state.
compartmentId This property is required. string
(Updatable) The OCID of the compartment where the MlApplicationInstance is created.
mlApplicationId
This property is required.
Changes to this property will trigger replacement.
string
The OCID of ML Application. This resource is an instance of ML Application referenced by this OCID.
mlApplicationImplementationId This property is required. string

(Updatable) The OCID of ML Application Implementation selected as a certain solution for a given ML problem (ML Application)

** IMPORTANT ** Any change to a property that does not support update will force the destruction and recreation of the resource with the new property values

authConfiguration Changes to this property will trigger replacement. MlApplicationInstanceAuthConfiguration
AuthN/Z configuration for online prediction
configurations MlApplicationInstanceConfiguration[]
(Updatable) Data that are used for provisioning of the given MlApplicationInstance. These are validated against configurationSchema defined in referenced MlApplicationImplementation.
definedTags {[key: string]: string}
(Updatable) Defined tags for this resource. Each key is predefined and scoped to a namespace. See Resource Tags. Example: {"Operations.CostCenter": "42"}
displayName Changes to this property will trigger replacement. string
The name of MlApplicationInstance. System will generate displayName when not provided.
freeformTags {[key: string]: string}
(Updatable) Free-form tags for this resource. Each tag is a simple key-value pair with no predefined name, type, or namespace. See Resource Tags. Example: {"Department": "Finance"}
isEnabled boolean
(Updatable) Defines whether the MlApplicationInstance will be created in ACTIVE (true value) or INACTIVE (false value) lifecycle state.
compartment_id This property is required. str
(Updatable) The OCID of the compartment where the MlApplicationInstance is created.
ml_application_id
This property is required.
Changes to this property will trigger replacement.
str
The OCID of ML Application. This resource is an instance of ML Application referenced by this OCID.
ml_application_implementation_id This property is required. str

(Updatable) The OCID of ML Application Implementation selected as a certain solution for a given ML problem (ML Application)

** IMPORTANT ** Any change to a property that does not support update will force the destruction and recreation of the resource with the new property values

auth_configuration Changes to this property will trigger replacement. datascience.MlApplicationInstanceAuthConfigurationArgs
AuthN/Z configuration for online prediction
configurations Sequence[datascience.MlApplicationInstanceConfigurationArgs]
(Updatable) Data that are used for provisioning of the given MlApplicationInstance. These are validated against configurationSchema defined in referenced MlApplicationImplementation.
defined_tags Mapping[str, str]
(Updatable) Defined tags for this resource. Each key is predefined and scoped to a namespace. See Resource Tags. Example: {"Operations.CostCenter": "42"}
display_name Changes to this property will trigger replacement. str
The name of MlApplicationInstance. System will generate displayName when not provided.
freeform_tags Mapping[str, str]
(Updatable) Free-form tags for this resource. Each tag is a simple key-value pair with no predefined name, type, or namespace. See Resource Tags. Example: {"Department": "Finance"}
is_enabled bool
(Updatable) Defines whether the MlApplicationInstance will be created in ACTIVE (true value) or INACTIVE (false value) lifecycle state.
compartmentId This property is required. String
(Updatable) The OCID of the compartment where the MlApplicationInstance is created.
mlApplicationId
This property is required.
Changes to this property will trigger replacement.
String
The OCID of ML Application. This resource is an instance of ML Application referenced by this OCID.
mlApplicationImplementationId This property is required. String

(Updatable) The OCID of ML Application Implementation selected as a certain solution for a given ML problem (ML Application)

** IMPORTANT ** Any change to a property that does not support update will force the destruction and recreation of the resource with the new property values

authConfiguration Changes to this property will trigger replacement. Property Map
AuthN/Z configuration for online prediction
configurations List<Property Map>
(Updatable) Data that are used for provisioning of the given MlApplicationInstance. These are validated against configurationSchema defined in referenced MlApplicationImplementation.
definedTags Map<String>
(Updatable) Defined tags for this resource. Each key is predefined and scoped to a namespace. See Resource Tags. Example: {"Operations.CostCenter": "42"}
displayName Changes to this property will trigger replacement. String
The name of MlApplicationInstance. System will generate displayName when not provided.
freeformTags Map<String>
(Updatable) Free-form tags for this resource. Each tag is a simple key-value pair with no predefined name, type, or namespace. See Resource Tags. Example: {"Department": "Finance"}
isEnabled Boolean
(Updatable) Defines whether the MlApplicationInstance will be created in ACTIVE (true value) or INACTIVE (false value) lifecycle state.

Outputs

All input properties are implicitly available as output properties. Additionally, the MlApplicationInstance resource produces the following output properties:

Id string
The provider-assigned unique ID for this managed resource.
LifecycleDetails string
A message describing the current state in more detail. For example, can be used to provide actionable information for a resource in Failed state.
LifecycleSubstate string
The current substate of the MlApplicationInstance. The substate has MlApplicationInstance specific values in comparison with lifecycleState which has standard values common for all Oracle Cloud Infrastructure resources. The NEEDS_ATTENTION and FAILED substates are deprecated in favor of (NON_)?RECOVERABLE_(PROVIDER|SERVICE)_ISSUE and will be removed in next release.
MlApplicationImplementationName string
The name of Ml Application Implementation (based on mlApplicationImplementationId)
MlApplicationName string
The name of ML Application (based on mlApplicationId).
PredictionEndpointDetails List<MlApplicationInstancePredictionEndpointDetail>
Prediction endpoint related information.
State string
The current state of the MlApplicationInstance.
SystemTags Dictionary<string, string>
Usage of system tag keys. These predefined keys are scoped to namespaces. Example: {"orcl-cloud.free-tier-retained": "true"}
TimeCreated string
The time the the MlApplication was created. An RFC3339 formatted datetime string
TimeUpdated string
Time of last MlApplicationInstance update in the format defined by RFC 3339.
Id string
The provider-assigned unique ID for this managed resource.
LifecycleDetails string
A message describing the current state in more detail. For example, can be used to provide actionable information for a resource in Failed state.
LifecycleSubstate string
The current substate of the MlApplicationInstance. The substate has MlApplicationInstance specific values in comparison with lifecycleState which has standard values common for all Oracle Cloud Infrastructure resources. The NEEDS_ATTENTION and FAILED substates are deprecated in favor of (NON_)?RECOVERABLE_(PROVIDER|SERVICE)_ISSUE and will be removed in next release.
MlApplicationImplementationName string
The name of Ml Application Implementation (based on mlApplicationImplementationId)
MlApplicationName string
The name of ML Application (based on mlApplicationId).
PredictionEndpointDetails []MlApplicationInstancePredictionEndpointDetail
Prediction endpoint related information.
State string
The current state of the MlApplicationInstance.
SystemTags map[string]string
Usage of system tag keys. These predefined keys are scoped to namespaces. Example: {"orcl-cloud.free-tier-retained": "true"}
TimeCreated string
The time the the MlApplication was created. An RFC3339 formatted datetime string
TimeUpdated string
Time of last MlApplicationInstance update in the format defined by RFC 3339.
id String
The provider-assigned unique ID for this managed resource.
lifecycleDetails String
A message describing the current state in more detail. For example, can be used to provide actionable information for a resource in Failed state.
lifecycleSubstate String
The current substate of the MlApplicationInstance. The substate has MlApplicationInstance specific values in comparison with lifecycleState which has standard values common for all Oracle Cloud Infrastructure resources. The NEEDS_ATTENTION and FAILED substates are deprecated in favor of (NON_)?RECOVERABLE_(PROVIDER|SERVICE)_ISSUE and will be removed in next release.
mlApplicationImplementationName String
The name of Ml Application Implementation (based on mlApplicationImplementationId)
mlApplicationName String
The name of ML Application (based on mlApplicationId).
predictionEndpointDetails List<MlApplicationInstancePredictionEndpointDetail>
Prediction endpoint related information.
state String
The current state of the MlApplicationInstance.
systemTags Map<String,String>
Usage of system tag keys. These predefined keys are scoped to namespaces. Example: {"orcl-cloud.free-tier-retained": "true"}
timeCreated String
The time the the MlApplication was created. An RFC3339 formatted datetime string
timeUpdated String
Time of last MlApplicationInstance update in the format defined by RFC 3339.
id string
The provider-assigned unique ID for this managed resource.
lifecycleDetails string
A message describing the current state in more detail. For example, can be used to provide actionable information for a resource in Failed state.
lifecycleSubstate string
The current substate of the MlApplicationInstance. The substate has MlApplicationInstance specific values in comparison with lifecycleState which has standard values common for all Oracle Cloud Infrastructure resources. The NEEDS_ATTENTION and FAILED substates are deprecated in favor of (NON_)?RECOVERABLE_(PROVIDER|SERVICE)_ISSUE and will be removed in next release.
mlApplicationImplementationName string
The name of Ml Application Implementation (based on mlApplicationImplementationId)
mlApplicationName string
The name of ML Application (based on mlApplicationId).
predictionEndpointDetails MlApplicationInstancePredictionEndpointDetail[]
Prediction endpoint related information.
state string
The current state of the MlApplicationInstance.
systemTags {[key: string]: string}
Usage of system tag keys. These predefined keys are scoped to namespaces. Example: {"orcl-cloud.free-tier-retained": "true"}
timeCreated string
The time the the MlApplication was created. An RFC3339 formatted datetime string
timeUpdated string
Time of last MlApplicationInstance update in the format defined by RFC 3339.
id str
The provider-assigned unique ID for this managed resource.
lifecycle_details str
A message describing the current state in more detail. For example, can be used to provide actionable information for a resource in Failed state.
lifecycle_substate str
The current substate of the MlApplicationInstance. The substate has MlApplicationInstance specific values in comparison with lifecycleState which has standard values common for all Oracle Cloud Infrastructure resources. The NEEDS_ATTENTION and FAILED substates are deprecated in favor of (NON_)?RECOVERABLE_(PROVIDER|SERVICE)_ISSUE and will be removed in next release.
ml_application_implementation_name str
The name of Ml Application Implementation (based on mlApplicationImplementationId)
ml_application_name str
The name of ML Application (based on mlApplicationId).
prediction_endpoint_details Sequence[datascience.MlApplicationInstancePredictionEndpointDetail]
Prediction endpoint related information.
state str
The current state of the MlApplicationInstance.
system_tags Mapping[str, str]
Usage of system tag keys. These predefined keys are scoped to namespaces. Example: {"orcl-cloud.free-tier-retained": "true"}
time_created str
The time the the MlApplication was created. An RFC3339 formatted datetime string
time_updated str
Time of last MlApplicationInstance update in the format defined by RFC 3339.
id String
The provider-assigned unique ID for this managed resource.
lifecycleDetails String
A message describing the current state in more detail. For example, can be used to provide actionable information for a resource in Failed state.
lifecycleSubstate String
The current substate of the MlApplicationInstance. The substate has MlApplicationInstance specific values in comparison with lifecycleState which has standard values common for all Oracle Cloud Infrastructure resources. The NEEDS_ATTENTION and FAILED substates are deprecated in favor of (NON_)?RECOVERABLE_(PROVIDER|SERVICE)_ISSUE and will be removed in next release.
mlApplicationImplementationName String
The name of Ml Application Implementation (based on mlApplicationImplementationId)
mlApplicationName String
The name of ML Application (based on mlApplicationId).
predictionEndpointDetails List<Property Map>
Prediction endpoint related information.
state String
The current state of the MlApplicationInstance.
systemTags Map<String>
Usage of system tag keys. These predefined keys are scoped to namespaces. Example: {"orcl-cloud.free-tier-retained": "true"}
timeCreated String
The time the the MlApplication was created. An RFC3339 formatted datetime string
timeUpdated String
Time of last MlApplicationInstance update in the format defined by RFC 3339.

Look up Existing MlApplicationInstance Resource

Get an existing MlApplicationInstance resource’s state with the given name, ID, and optional extra properties used to qualify the lookup.

public static get(name: string, id: Input<ID>, state?: MlApplicationInstanceState, opts?: CustomResourceOptions): MlApplicationInstance
@staticmethod
def get(resource_name: str,
        id: str,
        opts: Optional[ResourceOptions] = None,
        auth_configuration: Optional[_datascience.MlApplicationInstanceAuthConfigurationArgs] = None,
        compartment_id: Optional[str] = None,
        configurations: Optional[Sequence[_datascience.MlApplicationInstanceConfigurationArgs]] = None,
        defined_tags: Optional[Mapping[str, str]] = None,
        display_name: Optional[str] = None,
        freeform_tags: Optional[Mapping[str, str]] = None,
        is_enabled: Optional[bool] = None,
        lifecycle_details: Optional[str] = None,
        lifecycle_substate: Optional[str] = None,
        ml_application_id: Optional[str] = None,
        ml_application_implementation_id: Optional[str] = None,
        ml_application_implementation_name: Optional[str] = None,
        ml_application_name: Optional[str] = None,
        prediction_endpoint_details: Optional[Sequence[_datascience.MlApplicationInstancePredictionEndpointDetailArgs]] = None,
        state: Optional[str] = None,
        system_tags: Optional[Mapping[str, str]] = None,
        time_created: Optional[str] = None,
        time_updated: Optional[str] = None) -> MlApplicationInstance
func GetMlApplicationInstance(ctx *Context, name string, id IDInput, state *MlApplicationInstanceState, opts ...ResourceOption) (*MlApplicationInstance, error)
public static MlApplicationInstance Get(string name, Input<string> id, MlApplicationInstanceState? state, CustomResourceOptions? opts = null)
public static MlApplicationInstance get(String name, Output<String> id, MlApplicationInstanceState state, CustomResourceOptions options)
resources:  _:    type: oci:DataScience:MlApplicationInstance    get:      id: ${id}
name This property is required.
The unique name of the resulting resource.
id This property is required.
The unique provider ID of the resource to lookup.
state
Any extra arguments used during the lookup.
opts
A bag of options that control this resource's behavior.
resource_name This property is required.
The unique name of the resulting resource.
id This property is required.
The unique provider ID of the resource to lookup.
name This property is required.
The unique name of the resulting resource.
id This property is required.
The unique provider ID of the resource to lookup.
state
Any extra arguments used during the lookup.
opts
A bag of options that control this resource's behavior.
name This property is required.
The unique name of the resulting resource.
id This property is required.
The unique provider ID of the resource to lookup.
state
Any extra arguments used during the lookup.
opts
A bag of options that control this resource's behavior.
name This property is required.
The unique name of the resulting resource.
id This property is required.
The unique provider ID of the resource to lookup.
state
Any extra arguments used during the lookup.
opts
A bag of options that control this resource's behavior.
The following state arguments are supported:
AuthConfiguration Changes to this property will trigger replacement. MlApplicationInstanceAuthConfiguration
AuthN/Z configuration for online prediction
CompartmentId string
(Updatable) The OCID of the compartment where the MlApplicationInstance is created.
Configurations List<MlApplicationInstanceConfiguration>
(Updatable) Data that are used for provisioning of the given MlApplicationInstance. These are validated against configurationSchema defined in referenced MlApplicationImplementation.
DefinedTags Dictionary<string, string>
(Updatable) Defined tags for this resource. Each key is predefined and scoped to a namespace. See Resource Tags. Example: {"Operations.CostCenter": "42"}
DisplayName Changes to this property will trigger replacement. string
The name of MlApplicationInstance. System will generate displayName when not provided.
FreeformTags Dictionary<string, string>
(Updatable) Free-form tags for this resource. Each tag is a simple key-value pair with no predefined name, type, or namespace. See Resource Tags. Example: {"Department": "Finance"}
IsEnabled bool
(Updatable) Defines whether the MlApplicationInstance will be created in ACTIVE (true value) or INACTIVE (false value) lifecycle state.
LifecycleDetails string
A message describing the current state in more detail. For example, can be used to provide actionable information for a resource in Failed state.
LifecycleSubstate string
The current substate of the MlApplicationInstance. The substate has MlApplicationInstance specific values in comparison with lifecycleState which has standard values common for all Oracle Cloud Infrastructure resources. The NEEDS_ATTENTION and FAILED substates are deprecated in favor of (NON_)?RECOVERABLE_(PROVIDER|SERVICE)_ISSUE and will be removed in next release.
MlApplicationId Changes to this property will trigger replacement. string
The OCID of ML Application. This resource is an instance of ML Application referenced by this OCID.
MlApplicationImplementationId string

(Updatable) The OCID of ML Application Implementation selected as a certain solution for a given ML problem (ML Application)

** IMPORTANT ** Any change to a property that does not support update will force the destruction and recreation of the resource with the new property values

MlApplicationImplementationName string
The name of Ml Application Implementation (based on mlApplicationImplementationId)
MlApplicationName string
The name of ML Application (based on mlApplicationId).
PredictionEndpointDetails List<MlApplicationInstancePredictionEndpointDetail>
Prediction endpoint related information.
State string
The current state of the MlApplicationInstance.
SystemTags Dictionary<string, string>
Usage of system tag keys. These predefined keys are scoped to namespaces. Example: {"orcl-cloud.free-tier-retained": "true"}
TimeCreated string
The time the the MlApplication was created. An RFC3339 formatted datetime string
TimeUpdated string
Time of last MlApplicationInstance update in the format defined by RFC 3339.
AuthConfiguration Changes to this property will trigger replacement. MlApplicationInstanceAuthConfigurationArgs
AuthN/Z configuration for online prediction
CompartmentId string
(Updatable) The OCID of the compartment where the MlApplicationInstance is created.
Configurations []MlApplicationInstanceConfigurationArgs
(Updatable) Data that are used for provisioning of the given MlApplicationInstance. These are validated against configurationSchema defined in referenced MlApplicationImplementation.
DefinedTags map[string]string
(Updatable) Defined tags for this resource. Each key is predefined and scoped to a namespace. See Resource Tags. Example: {"Operations.CostCenter": "42"}
DisplayName Changes to this property will trigger replacement. string
The name of MlApplicationInstance. System will generate displayName when not provided.
FreeformTags map[string]string
(Updatable) Free-form tags for this resource. Each tag is a simple key-value pair with no predefined name, type, or namespace. See Resource Tags. Example: {"Department": "Finance"}
IsEnabled bool
(Updatable) Defines whether the MlApplicationInstance will be created in ACTIVE (true value) or INACTIVE (false value) lifecycle state.
LifecycleDetails string
A message describing the current state in more detail. For example, can be used to provide actionable information for a resource in Failed state.
LifecycleSubstate string
The current substate of the MlApplicationInstance. The substate has MlApplicationInstance specific values in comparison with lifecycleState which has standard values common for all Oracle Cloud Infrastructure resources. The NEEDS_ATTENTION and FAILED substates are deprecated in favor of (NON_)?RECOVERABLE_(PROVIDER|SERVICE)_ISSUE and will be removed in next release.
MlApplicationId Changes to this property will trigger replacement. string
The OCID of ML Application. This resource is an instance of ML Application referenced by this OCID.
MlApplicationImplementationId string

(Updatable) The OCID of ML Application Implementation selected as a certain solution for a given ML problem (ML Application)

** IMPORTANT ** Any change to a property that does not support update will force the destruction and recreation of the resource with the new property values

MlApplicationImplementationName string
The name of Ml Application Implementation (based on mlApplicationImplementationId)
MlApplicationName string
The name of ML Application (based on mlApplicationId).
PredictionEndpointDetails []MlApplicationInstancePredictionEndpointDetailArgs
Prediction endpoint related information.
State string
The current state of the MlApplicationInstance.
SystemTags map[string]string
Usage of system tag keys. These predefined keys are scoped to namespaces. Example: {"orcl-cloud.free-tier-retained": "true"}
TimeCreated string
The time the the MlApplication was created. An RFC3339 formatted datetime string
TimeUpdated string
Time of last MlApplicationInstance update in the format defined by RFC 3339.
authConfiguration Changes to this property will trigger replacement. MlApplicationInstanceAuthConfiguration
AuthN/Z configuration for online prediction
compartmentId String
(Updatable) The OCID of the compartment where the MlApplicationInstance is created.
configurations List<MlApplicationInstanceConfiguration>
(Updatable) Data that are used for provisioning of the given MlApplicationInstance. These are validated against configurationSchema defined in referenced MlApplicationImplementation.
definedTags Map<String,String>
(Updatable) Defined tags for this resource. Each key is predefined and scoped to a namespace. See Resource Tags. Example: {"Operations.CostCenter": "42"}
displayName Changes to this property will trigger replacement. String
The name of MlApplicationInstance. System will generate displayName when not provided.
freeformTags Map<String,String>
(Updatable) Free-form tags for this resource. Each tag is a simple key-value pair with no predefined name, type, or namespace. See Resource Tags. Example: {"Department": "Finance"}
isEnabled Boolean
(Updatable) Defines whether the MlApplicationInstance will be created in ACTIVE (true value) or INACTIVE (false value) lifecycle state.
lifecycleDetails String
A message describing the current state in more detail. For example, can be used to provide actionable information for a resource in Failed state.
lifecycleSubstate String
The current substate of the MlApplicationInstance. The substate has MlApplicationInstance specific values in comparison with lifecycleState which has standard values common for all Oracle Cloud Infrastructure resources. The NEEDS_ATTENTION and FAILED substates are deprecated in favor of (NON_)?RECOVERABLE_(PROVIDER|SERVICE)_ISSUE and will be removed in next release.
mlApplicationId Changes to this property will trigger replacement. String
The OCID of ML Application. This resource is an instance of ML Application referenced by this OCID.
mlApplicationImplementationId String

(Updatable) The OCID of ML Application Implementation selected as a certain solution for a given ML problem (ML Application)

** IMPORTANT ** Any change to a property that does not support update will force the destruction and recreation of the resource with the new property values

mlApplicationImplementationName String
The name of Ml Application Implementation (based on mlApplicationImplementationId)
mlApplicationName String
The name of ML Application (based on mlApplicationId).
predictionEndpointDetails List<MlApplicationInstancePredictionEndpointDetail>
Prediction endpoint related information.
state String
The current state of the MlApplicationInstance.
systemTags Map<String,String>
Usage of system tag keys. These predefined keys are scoped to namespaces. Example: {"orcl-cloud.free-tier-retained": "true"}
timeCreated String
The time the the MlApplication was created. An RFC3339 formatted datetime string
timeUpdated String
Time of last MlApplicationInstance update in the format defined by RFC 3339.
authConfiguration Changes to this property will trigger replacement. MlApplicationInstanceAuthConfiguration
AuthN/Z configuration for online prediction
compartmentId string
(Updatable) The OCID of the compartment where the MlApplicationInstance is created.
configurations MlApplicationInstanceConfiguration[]
(Updatable) Data that are used for provisioning of the given MlApplicationInstance. These are validated against configurationSchema defined in referenced MlApplicationImplementation.
definedTags {[key: string]: string}
(Updatable) Defined tags for this resource. Each key is predefined and scoped to a namespace. See Resource Tags. Example: {"Operations.CostCenter": "42"}
displayName Changes to this property will trigger replacement. string
The name of MlApplicationInstance. System will generate displayName when not provided.
freeformTags {[key: string]: string}
(Updatable) Free-form tags for this resource. Each tag is a simple key-value pair with no predefined name, type, or namespace. See Resource Tags. Example: {"Department": "Finance"}
isEnabled boolean
(Updatable) Defines whether the MlApplicationInstance will be created in ACTIVE (true value) or INACTIVE (false value) lifecycle state.
lifecycleDetails string
A message describing the current state in more detail. For example, can be used to provide actionable information for a resource in Failed state.
lifecycleSubstate string
The current substate of the MlApplicationInstance. The substate has MlApplicationInstance specific values in comparison with lifecycleState which has standard values common for all Oracle Cloud Infrastructure resources. The NEEDS_ATTENTION and FAILED substates are deprecated in favor of (NON_)?RECOVERABLE_(PROVIDER|SERVICE)_ISSUE and will be removed in next release.
mlApplicationId Changes to this property will trigger replacement. string
The OCID of ML Application. This resource is an instance of ML Application referenced by this OCID.
mlApplicationImplementationId string

(Updatable) The OCID of ML Application Implementation selected as a certain solution for a given ML problem (ML Application)

** IMPORTANT ** Any change to a property that does not support update will force the destruction and recreation of the resource with the new property values

mlApplicationImplementationName string
The name of Ml Application Implementation (based on mlApplicationImplementationId)
mlApplicationName string
The name of ML Application (based on mlApplicationId).
predictionEndpointDetails MlApplicationInstancePredictionEndpointDetail[]
Prediction endpoint related information.
state string
The current state of the MlApplicationInstance.
systemTags {[key: string]: string}
Usage of system tag keys. These predefined keys are scoped to namespaces. Example: {"orcl-cloud.free-tier-retained": "true"}
timeCreated string
The time the the MlApplication was created. An RFC3339 formatted datetime string
timeUpdated string
Time of last MlApplicationInstance update in the format defined by RFC 3339.
auth_configuration Changes to this property will trigger replacement. datascience.MlApplicationInstanceAuthConfigurationArgs
AuthN/Z configuration for online prediction
compartment_id str
(Updatable) The OCID of the compartment where the MlApplicationInstance is created.
configurations Sequence[datascience.MlApplicationInstanceConfigurationArgs]
(Updatable) Data that are used for provisioning of the given MlApplicationInstance. These are validated against configurationSchema defined in referenced MlApplicationImplementation.
defined_tags Mapping[str, str]
(Updatable) Defined tags for this resource. Each key is predefined and scoped to a namespace. See Resource Tags. Example: {"Operations.CostCenter": "42"}
display_name Changes to this property will trigger replacement. str
The name of MlApplicationInstance. System will generate displayName when not provided.
freeform_tags Mapping[str, str]
(Updatable) Free-form tags for this resource. Each tag is a simple key-value pair with no predefined name, type, or namespace. See Resource Tags. Example: {"Department": "Finance"}
is_enabled bool
(Updatable) Defines whether the MlApplicationInstance will be created in ACTIVE (true value) or INACTIVE (false value) lifecycle state.
lifecycle_details str
A message describing the current state in more detail. For example, can be used to provide actionable information for a resource in Failed state.
lifecycle_substate str
The current substate of the MlApplicationInstance. The substate has MlApplicationInstance specific values in comparison with lifecycleState which has standard values common for all Oracle Cloud Infrastructure resources. The NEEDS_ATTENTION and FAILED substates are deprecated in favor of (NON_)?RECOVERABLE_(PROVIDER|SERVICE)_ISSUE and will be removed in next release.
ml_application_id Changes to this property will trigger replacement. str
The OCID of ML Application. This resource is an instance of ML Application referenced by this OCID.
ml_application_implementation_id str

(Updatable) The OCID of ML Application Implementation selected as a certain solution for a given ML problem (ML Application)

** IMPORTANT ** Any change to a property that does not support update will force the destruction and recreation of the resource with the new property values

ml_application_implementation_name str
The name of Ml Application Implementation (based on mlApplicationImplementationId)
ml_application_name str
The name of ML Application (based on mlApplicationId).
prediction_endpoint_details Sequence[datascience.MlApplicationInstancePredictionEndpointDetailArgs]
Prediction endpoint related information.
state str
The current state of the MlApplicationInstance.
system_tags Mapping[str, str]
Usage of system tag keys. These predefined keys are scoped to namespaces. Example: {"orcl-cloud.free-tier-retained": "true"}
time_created str
The time the the MlApplication was created. An RFC3339 formatted datetime string
time_updated str
Time of last MlApplicationInstance update in the format defined by RFC 3339.
authConfiguration Changes to this property will trigger replacement. Property Map
AuthN/Z configuration for online prediction
compartmentId String
(Updatable) The OCID of the compartment where the MlApplicationInstance is created.
configurations List<Property Map>
(Updatable) Data that are used for provisioning of the given MlApplicationInstance. These are validated against configurationSchema defined in referenced MlApplicationImplementation.
definedTags Map<String>
(Updatable) Defined tags for this resource. Each key is predefined and scoped to a namespace. See Resource Tags. Example: {"Operations.CostCenter": "42"}
displayName Changes to this property will trigger replacement. String
The name of MlApplicationInstance. System will generate displayName when not provided.
freeformTags Map<String>
(Updatable) Free-form tags for this resource. Each tag is a simple key-value pair with no predefined name, type, or namespace. See Resource Tags. Example: {"Department": "Finance"}
isEnabled Boolean
(Updatable) Defines whether the MlApplicationInstance will be created in ACTIVE (true value) or INACTIVE (false value) lifecycle state.
lifecycleDetails String
A message describing the current state in more detail. For example, can be used to provide actionable information for a resource in Failed state.
lifecycleSubstate String
The current substate of the MlApplicationInstance. The substate has MlApplicationInstance specific values in comparison with lifecycleState which has standard values common for all Oracle Cloud Infrastructure resources. The NEEDS_ATTENTION and FAILED substates are deprecated in favor of (NON_)?RECOVERABLE_(PROVIDER|SERVICE)_ISSUE and will be removed in next release.
mlApplicationId Changes to this property will trigger replacement. String
The OCID of ML Application. This resource is an instance of ML Application referenced by this OCID.
mlApplicationImplementationId String

(Updatable) The OCID of ML Application Implementation selected as a certain solution for a given ML problem (ML Application)

** IMPORTANT ** Any change to a property that does not support update will force the destruction and recreation of the resource with the new property values

mlApplicationImplementationName String
The name of Ml Application Implementation (based on mlApplicationImplementationId)
mlApplicationName String
The name of ML Application (based on mlApplicationId).
predictionEndpointDetails List<Property Map>
Prediction endpoint related information.
state String
The current state of the MlApplicationInstance.
systemTags Map<String>
Usage of system tag keys. These predefined keys are scoped to namespaces. Example: {"orcl-cloud.free-tier-retained": "true"}
timeCreated String
The time the the MlApplication was created. An RFC3339 formatted datetime string
timeUpdated String
Time of last MlApplicationInstance update in the format defined by RFC 3339.

Supporting Types

MlApplicationInstanceAuthConfiguration
, MlApplicationInstanceAuthConfigurationArgs

Type
This property is required.
Changes to this property will trigger replacement.
string
Type of AuthN/Z
ApplicationName Changes to this property will trigger replacement. string
Name of the IDCS application
DomainId Changes to this property will trigger replacement. string
Identity Domain OCID
Type
This property is required.
Changes to this property will trigger replacement.
string
Type of AuthN/Z
ApplicationName Changes to this property will trigger replacement. string
Name of the IDCS application
DomainId Changes to this property will trigger replacement. string
Identity Domain OCID
type
This property is required.
Changes to this property will trigger replacement.
String
Type of AuthN/Z
applicationName Changes to this property will trigger replacement. String
Name of the IDCS application
domainId Changes to this property will trigger replacement. String
Identity Domain OCID
type
This property is required.
Changes to this property will trigger replacement.
string
Type of AuthN/Z
applicationName Changes to this property will trigger replacement. string
Name of the IDCS application
domainId Changes to this property will trigger replacement. string
Identity Domain OCID
type
This property is required.
Changes to this property will trigger replacement.
str
Type of AuthN/Z
application_name Changes to this property will trigger replacement. str
Name of the IDCS application
domain_id Changes to this property will trigger replacement. str
Identity Domain OCID
type
This property is required.
Changes to this property will trigger replacement.
String
Type of AuthN/Z
applicationName Changes to this property will trigger replacement. String
Name of the IDCS application
domainId Changes to this property will trigger replacement. String
Identity Domain OCID

MlApplicationInstanceConfiguration
, MlApplicationInstanceConfigurationArgs

Key This property is required. string
(Updatable) Key of configuration property
Value string
(Updatable) Value of configuration property
Key This property is required. string
(Updatable) Key of configuration property
Value string
(Updatable) Value of configuration property
key This property is required. String
(Updatable) Key of configuration property
value String
(Updatable) Value of configuration property
key This property is required. string
(Updatable) Key of configuration property
value string
(Updatable) Value of configuration property
key This property is required. str
(Updatable) Key of configuration property
value str
(Updatable) Value of configuration property
key This property is required. String
(Updatable) Key of configuration property
value String
(Updatable) Value of configuration property

MlApplicationInstancePredictionEndpointDetail
, MlApplicationInstancePredictionEndpointDetailArgs

BasePredictionUri string
Base URI of prediction router.
PredictionUris List<MlApplicationInstancePredictionEndpointDetailPredictionUri>
Array of all prediction URIs per use-case.
BasePredictionUri string
Base URI of prediction router.
PredictionUris []MlApplicationInstancePredictionEndpointDetailPredictionUri
Array of all prediction URIs per use-case.
basePredictionUri String
Base URI of prediction router.
predictionUris List<MlApplicationInstancePredictionEndpointDetailPredictionUri>
Array of all prediction URIs per use-case.
basePredictionUri string
Base URI of prediction router.
predictionUris MlApplicationInstancePredictionEndpointDetailPredictionUri[]
Array of all prediction URIs per use-case.
base_prediction_uri str
Base URI of prediction router.
prediction_uris Sequence[datascience.MlApplicationInstancePredictionEndpointDetailPredictionUri]
Array of all prediction URIs per use-case.
basePredictionUri String
Base URI of prediction router.
predictionUris List<Property Map>
Array of all prediction URIs per use-case.

MlApplicationInstancePredictionEndpointDetailPredictionUri
, MlApplicationInstancePredictionEndpointDetailPredictionUriArgs

Uri string
Prediction URI.
UseCase string
Prediction use-case.
Uri string
Prediction URI.
UseCase string
Prediction use-case.
uri String
Prediction URI.
useCase String
Prediction use-case.
uri string
Prediction URI.
useCase string
Prediction use-case.
uri str
Prediction URI.
use_case str
Prediction use-case.
uri String
Prediction URI.
useCase String
Prediction use-case.

Import

MlApplicationInstances can be imported using the id, e.g.

$ pulumi import oci:DataScience/mlApplicationInstance:MlApplicationInstance test_ml_application_instance "id"
Copy

To learn more about importing existing cloud resources, see Importing resources.

Package Details

Repository
oci pulumi/pulumi-oci
License
Apache-2.0
Notes
This Pulumi package is based on the oci Terraform Provider.
Oracle Cloud Infrastructure v2.29.0 published on Wednesday, Apr 9, 2025 by Pulumi
pulumi/pulumi-oci