@Generated(value="com.amazonaws:aws-java-sdk-code-generator") public class FillMissingValues extends Object implements Serializable, Cloneable, StructuredPojo
Specifies a transform that locates records in the dataset that have missing values and adds a new field with a value determined by imputation. The input data set is used to train the machine learning model that determines what the missing value should be.
Constructor and Description |
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FillMissingValues() |
Modifier and Type | Method and Description |
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FillMissingValues |
clone() |
boolean |
equals(Object obj) |
String |
getFilledPath()
A JSON path to a variable in the data structure for the dataset that is filled.
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String |
getImputedPath()
A JSON path to a variable in the data structure for the dataset that is imputed.
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List<String> |
getInputs()
The data inputs identified by their node names.
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String |
getName()
The name of the transform node.
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int |
hashCode() |
void |
marshall(ProtocolMarshaller protocolMarshaller)
Marshalls this structured data using the given
ProtocolMarshaller . |
void |
setFilledPath(String filledPath)
A JSON path to a variable in the data structure for the dataset that is filled.
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void |
setImputedPath(String imputedPath)
A JSON path to a variable in the data structure for the dataset that is imputed.
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void |
setInputs(Collection<String> inputs)
The data inputs identified by their node names.
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void |
setName(String name)
The name of the transform node.
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String |
toString()
Returns a string representation of this object.
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FillMissingValues |
withFilledPath(String filledPath)
A JSON path to a variable in the data structure for the dataset that is filled.
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FillMissingValues |
withImputedPath(String imputedPath)
A JSON path to a variable in the data structure for the dataset that is imputed.
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FillMissingValues |
withInputs(Collection<String> inputs)
The data inputs identified by their node names.
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FillMissingValues |
withInputs(String... inputs)
The data inputs identified by their node names.
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FillMissingValues |
withName(String name)
The name of the transform node.
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public void setName(String name)
The name of the transform node.
name
- The name of the transform node.public String getName()
The name of the transform node.
public FillMissingValues withName(String name)
The name of the transform node.
name
- The name of the transform node.public List<String> getInputs()
The data inputs identified by their node names.
public void setInputs(Collection<String> inputs)
The data inputs identified by their node names.
inputs
- The data inputs identified by their node names.public FillMissingValues withInputs(String... inputs)
The data inputs identified by their node names.
NOTE: This method appends the values to the existing list (if any). Use
setInputs(java.util.Collection)
or withInputs(java.util.Collection)
if you want to override the
existing values.
inputs
- The data inputs identified by their node names.public FillMissingValues withInputs(Collection<String> inputs)
The data inputs identified by their node names.
inputs
- The data inputs identified by their node names.public void setImputedPath(String imputedPath)
A JSON path to a variable in the data structure for the dataset that is imputed.
imputedPath
- A JSON path to a variable in the data structure for the dataset that is imputed.public String getImputedPath()
A JSON path to a variable in the data structure for the dataset that is imputed.
public FillMissingValues withImputedPath(String imputedPath)
A JSON path to a variable in the data structure for the dataset that is imputed.
imputedPath
- A JSON path to a variable in the data structure for the dataset that is imputed.public void setFilledPath(String filledPath)
A JSON path to a variable in the data structure for the dataset that is filled.
filledPath
- A JSON path to a variable in the data structure for the dataset that is filled.public String getFilledPath()
A JSON path to a variable in the data structure for the dataset that is filled.
public FillMissingValues withFilledPath(String filledPath)
A JSON path to a variable in the data structure for the dataset that is filled.
filledPath
- A JSON path to a variable in the data structure for the dataset that is filled.public String toString()
toString
in class Object
Object.toString()
public FillMissingValues clone()
public void marshall(ProtocolMarshaller protocolMarshaller)
StructuredPojo
ProtocolMarshaller
.marshall
in interface StructuredPojo
protocolMarshaller
- Implementation of ProtocolMarshaller
used to marshall this object's data.