Model

This class encapsulates and extends the ROS resource type ALIYUN::NLPAUTOML::Model, which is used to create a model.

Initializers

import com.aliyun.ros.cdk.nlpautoml.Model;
Model.Builder.create(Construct scope, java.lang.String id, java.lang.Boolean enableResourcePropertyConstraint)
    .datasetIdList(IResolvable)
    .datasetIdList(java.util.List<java.lang.Number)
    .datasetIdList(IResolvable>)
    .modelName(java.lang.String)
    .modelName(IResolvable)
    .modelType(java.lang.String)
    .modelType(IResolvable)
    .projectId(java.lang.Number)
    .projectId(IResolvable)
//  .lr(java.lang.String)
//  .lr(IResolvable)
//  .nepochs(java.lang.String)
//  .nepochs(IResolvable)
//  .testDatasetIdList(IResolvable)
//  .testDatasetIdList(java.util.List<java.lang.Number)
//  .testDatasetIdList(IResolvable>)
    .build();

Name	Type	Description
scope	com.aliyun.ros.cdk.core.Construct	No description.
id	java.lang.String	No description.
enableResourcePropertyConstraint	java.lang.Boolean	No description.
datasetIdList	com.aliyun.ros.cdk.core.IResolvable OR java.util.List	Property datasetIdList: The uploaded dataset must be under the same project, and the total number of marked data is greater than or equal to 4.
modelName	java.lang.String OR com.aliyun.ros.cdk.core.IResolvable	Property modelName: The name of model.
modelType	java.lang.String OR com.aliyun.ros.cdk.core.IResolvable	Property modelType: The type of model.
projectId	java.lang.Number OR com.aliyun.ros.cdk.core.IResolvable	Property projectId: The project id to which the model belongs.
lr	java.lang.String OR com.aliyun.ros.cdk.core.IResolvable	Property lr: Learning rate.
nepochs	java.lang.String OR com.aliyun.ros.cdk.core.IResolvable	Property nepochs: Number of training dataset iterations.
testDatasetIdList	com.aliyun.ros.cdk.core.IResolvable OR java.util.List	Property testDatasetIdList: Test set ID list.

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scope^Required

• Type: com.aliyun.ros.cdk.core.Construct

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id^Required

• Type: java.lang.String

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enableResourcePropertyConstraint^Optional

• Type: java.lang.Boolean

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datasetIdList^Required

• Type: com.aliyun.ros.cdk.core.IResolvable OR java.util.List

Property datasetIdList: The uploaded dataset must be under the same project, and the total number of marked data is greater than or equal to 4.

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modelName^Required

• Type: java.lang.String OR com.aliyun.ros.cdk.core.IResolvable

Property modelName: The name of model.

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modelType^Required

• Type: java.lang.String OR com.aliyun.ros.cdk.core.IResolvable

Property modelType: The type of model.

Please refer to the documentation for the parameter values corresponding to different types of models. Using the specified model type under different project, and the backend will do the verification. If the model type does not exist under the project, it will prompt that the base model is not found

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projectId^Required

• Type: java.lang.Number OR com.aliyun.ros.cdk.core.IResolvable

Property projectId: The project id to which the model belongs.

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lr^Optional

• Type: java.lang.String OR com.aliyun.ros.cdk.core.IResolvable

Property lr: Learning rate.

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nepochs^Optional

• Type: java.lang.String OR com.aliyun.ros.cdk.core.IResolvable

Property nepochs: Number of training dataset iterations.

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testDatasetIdList^Optional

• Type: com.aliyun.ros.cdk.core.IResolvable OR java.util.List

Property testDatasetIdList: Test set ID list.

Some models under text classification support adding test set data.

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Methods

Name	Description
toString	Returns a string representation of this construct.
synthesize	Allows this construct to emit artifacts into the cloud assembly during synthesis.
addCondition	No description.
addCount	No description.
addDependency	No description.
addResourceDesc	No description.
applyRemovalPolicy	No description.
getAtt	No description.
setMetadata	No description.

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toString

public java.lang.String toString()

Returns a string representation of this construct.

synthesize

public void synthesize(ISynthesisSession session)

Allows this construct to emit artifacts into the cloud assembly during synthesis.

This method is usually implemented by framework-level constructs such as Stack and Asset as they participate in synthesizing the cloud assembly.

session^Required

• Type: com.aliyun.ros.cdk.core.ISynthesisSession

The synthesis session.

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addCondition

public void addCondition(RosCondition condition)

condition^Required

• Type: com.aliyun.ros.cdk.core.RosCondition

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addCount

public void addCount(java.lang.Number OR IResolvable count)

count^Required

• Type: java.lang.Number OR com.aliyun.ros.cdk.core.IResolvable

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addDependency

public void addDependency(Resource resource)

resource^Required

• Type: com.aliyun.ros.cdk.core.Resource

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addResourceDesc

public void addResourceDesc(java.lang.String desc)

desc^Required

• Type: java.lang.String

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applyRemovalPolicy

public void applyRemovalPolicy(RemovalPolicy policy)

policy^Required

• Type: com.aliyun.ros.cdk.core.RemovalPolicy

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getAtt

public IResolvable getAtt(java.lang.String name)

name^Required

• Type: java.lang.String

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setMetadata

public void setMetadata(java.lang.String key, java.lang.Object value)

key^Required

• Type: java.lang.String

---

value^Required

• Type: java.lang.Object

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Static Functions

Name	Description
isConstruct	Return whether the given object is a Construct.

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isConstruct

import com.aliyun.ros.cdk.nlpautoml.Model;
Model.isConstruct(java.lang.Object x)

Return whether the given object is a Construct.

x^Required

• Type: java.lang.Object

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Properties

Name	Type	Description
node	com.aliyun.ros.cdk.core.ConstructNode	The construct tree node associated with this construct.
ref	java.lang.String	No description.
stack	com.aliyun.ros.cdk.core.Stack	The stack in which this resource is defined.
resource	com.aliyun.ros.cdk.core.RosResource	No description.
attrModelId	com.aliyun.ros.cdk.core.IResolvable	Attribute ModelId: The ID of model.
attrModelVersion	com.aliyun.ros.cdk.core.IResolvable	Attribute ModelVersion: The version of model.

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node^Required

public ConstructNode getNode();

• Type: com.aliyun.ros.cdk.core.ConstructNode

The construct tree node associated with this construct.

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ref^Required

public java.lang.String getRef();

• Type: java.lang.String

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stack^Required

public Stack getStack();

• Type: com.aliyun.ros.cdk.core.Stack

The stack in which this resource is defined.

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resource^Optional

public RosResource getResource();

• Type: com.aliyun.ros.cdk.core.RosResource

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attrModelId^Required

public IResolvable getAttrModelId();

• Type: com.aliyun.ros.cdk.core.IResolvable

Attribute ModelId: The ID of model.

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attrModelVersion^Required

public IResolvable getAttrModelVersion();

• Type: com.aliyun.ros.cdk.core.IResolvable

Attribute ModelVersion: The version of model.

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