Class BaseColumnsMathOpTransform
- java.lang.Object
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- org.datavec.api.transform.transform.BaseColumnsMathOpTransform
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- Direct Known Subclasses:
DoubleColumnsMathOpTransform
,FloatColumnsMathOpTransform
,IntegerColumnsMathOpTransform
,LongColumnsMathOpTransform
,NDArrayColumnsMathOpTransform
public abstract class BaseColumnsMathOpTransform extends Object implements Transform, ColumnOp
- See Also:
- Serialized Form
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Constructor Summary
Constructors Constructor Description BaseColumnsMathOpTransform(String newColumnName, MathOp mathOp, String... columns)
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Method Summary
All Methods Instance Methods Abstract Methods Concrete Methods Modifier and Type Method Description String
columnName()
Returns a singular column name this op is meant to run onString[]
columnNames()
Returns column names this op is meant to run onprotected abstract ColumnMetaData
derivedColumnMetaData(String newColumnName, Schema inputSchema)
protected abstract Writable
doOp(Writable... input)
Schema
getInputSchema()
Getter for input schemaList<Writable>
map(List<Writable> writables)
Transform a writable in to another writableList<List<Writable>>
mapSequence(List<List<Writable>> sequence)
Transform a sequenceString
outputColumnName()
The output column name after the operation has been appliedString[]
outputColumnNames()
The output column names This will often be the same as the inputvoid
setInputSchema(Schema inputSchema)
Set the input schema.abstract String
toString()
Schema
transform(Schema inputSchema)
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Methods inherited from class java.lang.Object
clone, equals, finalize, getClass, hashCode, notify, notifyAll, wait, wait, wait
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Methods inherited from interface org.datavec.api.transform.Transform
map, mapSequence
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Method Detail
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setInputSchema
public void setInputSchema(Schema inputSchema)
Description copied from interface:ColumnOp
Set the input schema.- Specified by:
setInputSchema
in interfaceColumnOp
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getInputSchema
public Schema getInputSchema()
Description copied from interface:ColumnOp
Getter for input schema- Specified by:
getInputSchema
in interfaceColumnOp
- Returns:
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map
public List<Writable> map(List<Writable> writables)
Description copied from interface:Transform
Transform a writable in to another writable
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mapSequence
public List<List<Writable>> mapSequence(List<List<Writable>> sequence)
Description copied from interface:Transform
Transform a sequence- Specified by:
mapSequence
in interfaceTransform
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outputColumnName
public String outputColumnName()
The output column name after the operation has been applied- Specified by:
outputColumnName
in interfaceColumnOp
- Returns:
- the output column name
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outputColumnNames
public String[] outputColumnNames()
The output column names This will often be the same as the input- Specified by:
outputColumnNames
in interfaceColumnOp
- Returns:
- the output column names
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columnNames
public String[] columnNames()
Returns column names this op is meant to run on- Specified by:
columnNames
in interfaceColumnOp
- Returns:
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columnName
public String columnName()
Returns a singular column name this op is meant to run on- Specified by:
columnName
in interfaceColumnOp
- Returns:
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derivedColumnMetaData
protected abstract ColumnMetaData derivedColumnMetaData(String newColumnName, Schema inputSchema)
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