Class and Description |
---|
TransformProcess
A TransformProcess defines
an ordered list of transformations
to be executed on some data
|
Class and Description |
---|
ColumnOp
ColumnOp
is a transform meant
to run over 1 or more columns
|
ColumnType
The type of column.
|
DataAction
A helper class used in TransformProcess
to store the types of action to
execute next.
|
Distance
Distance enumeration
|
MathFunction
Enumeration for mathematical functions
|
MathOp
Mathematical operations for Double, Integer and Long columns
Add Subtract Multiply Divide Modulus Reverse subtract: do scalar - x (instead of x-scalar in Subtract) Reverse divide: do scalar/x (instead of x/scalar in Divide) Scalar min: return Min(scalar,x) Scalar max: return Max(scalar,x) |
ReduceOp
ReduceOp defines the type of column reductions that can be used when reducing
a set of values to a single value.
Min: take the minimum value Max: take the maximum value Range: output the value max-min Sum: Reduce by summing all values Mean: Reduce by taking the arithmetic mean of the values Stdev: Reduce by calculating the sample standard deviation Count: Reduce by doing a simple count CountUnique: Reduce by counting the number of unique values TakeFirst: Take the first possible value in the list TakeLast: Take the last possible value in the list Note: For custom reduction operations with Reducer
, use the AggregableColumnReduction
functionality. |
StringReduceOp
A string reduce op is used for combining strings such as
merging, appending, or prepending.
|
Transform
A Transform converts an example to another example, or a sequence to another sequence
|
TransformProcess
A TransformProcess defines
an ordered list of transformations
to be executed on some data
|
TransformProcess.Builder
Builder class for constructing a TransformProcess
|
Class and Description |
---|
ColumnType
The type of column.
|
Class and Description |
---|
ColumnType
The type of column.
|
Class and Description |
---|
ColumnOp
ColumnOp
is a transform meant
to run over 1 or more columns
|
Class and Description |
---|
ColumnOp
ColumnOp
is a transform meant
to run over 1 or more columns
|
Class and Description |
---|
ColumnOp
ColumnOp
is a transform meant
to run over 1 or more columns
|
Class and Description |
---|
ColumnOp
ColumnOp
is a transform meant
to run over 1 or more columns
|
Class and Description |
---|
ColumnOp
ColumnOp
is a transform meant
to run over 1 or more columns
|
Class and Description |
---|
ColumnType
The type of column.
|
Class and Description |
---|
ColumnOp
ColumnOp
is a transform meant
to run over 1 or more columns
|
Distance
Distance enumeration
|
MathFunction
Enumeration for mathematical functions
|
MathOp
Mathematical operations for Double, Integer and Long columns
Add Subtract Multiply Divide Modulus Reverse subtract: do scalar - x (instead of x-scalar in Subtract) Reverse divide: do scalar/x (instead of x/scalar in Divide) Scalar min: return Min(scalar,x) Scalar max: return Max(scalar,x) |
Transform
A Transform converts an example to another example, or a sequence to another sequence
|
Class and Description |
---|
ColumnOp
ColumnOp
is a transform meant
to run over 1 or more columns
|
Class and Description |
---|
ColumnOp
ColumnOp
is a transform meant
to run over 1 or more columns
|
ColumnType
The type of column.
|
ReduceOp
ReduceOp defines the type of column reductions that can be used when reducing
a set of values to a single value.
Min: take the minimum value Max: take the maximum value Range: output the value max-min Sum: Reduce by summing all values Mean: Reduce by taking the arithmetic mean of the values Stdev: Reduce by calculating the sample standard deviation Count: Reduce by doing a simple count CountUnique: Reduce by counting the number of unique values TakeFirst: Take the first possible value in the list TakeLast: Take the last possible value in the list Note: For custom reduction operations with Reducer
, use the AggregableColumnReduction
functionality. |
Class and Description |
---|
ColumnOp
ColumnOp
is a transform meant
to run over 1 or more columns
|
Class and Description |
---|
ColumnType
The type of column.
|
Class and Description |
---|
ColumnOp
ColumnOp
is a transform meant
to run over 1 or more columns
|
Transform
A Transform converts an example to another example, or a sequence to another sequence
|
Class and Description |
---|
ColumnOp
ColumnOp
is a transform meant
to run over 1 or more columns
|
Class and Description |
---|
ColumnOp
ColumnOp
is a transform meant
to run over 1 or more columns
|
Transform
A Transform converts an example to another example, or a sequence to another sequence
|
Class and Description |
---|
ColumnOp
ColumnOp
is a transform meant
to run over 1 or more columns
|
Transform
A Transform converts an example to another example, or a sequence to another sequence
|
Class and Description |
---|
ColumnOp
ColumnOp
is a transform meant
to run over 1 or more columns
|
Transform
A Transform converts an example to another example, or a sequence to another sequence
|
Class and Description |
---|
DataAction
A helper class used in TransformProcess
to store the types of action to
execute next.
|
Transform
A Transform converts an example to another example, or a sequence to another sequence
|
Class and Description |
---|
StringReduceOp
A string reduce op is used for combining strings such as
merging, appending, or prepending.
|
Class and Description |
---|
ColumnOp
ColumnOp
is a transform meant
to run over 1 or more columns
|
MathOp
Mathematical operations for Double, Integer and Long columns
Add Subtract Multiply Divide Modulus Reverse subtract: do scalar - x (instead of x-scalar in Subtract) Reverse divide: do scalar/x (instead of x/scalar in Divide) Scalar min: return Min(scalar,x) Scalar max: return Max(scalar,x) |
Transform
A Transform converts an example to another example, or a sequence to another sequence
|
Class and Description |
---|
ColumnOp
ColumnOp
is a transform meant
to run over 1 or more columns
|
Transform
A Transform converts an example to another example, or a sequence to another sequence
|
Class and Description |
---|
ColumnOp
ColumnOp
is a transform meant
to run over 1 or more columns
|
ColumnType
The type of column.
|
Transform
A Transform converts an example to another example, or a sequence to another sequence
|
Class and Description |
---|
ColumnOp
ColumnOp
is a transform meant
to run over 1 or more columns
|
Transform
A Transform converts an example to another example, or a sequence to another sequence
|
Class and Description |
---|
ColumnOp
ColumnOp
is a transform meant
to run over 1 or more columns
|
MathFunction
Enumeration for mathematical functions
|
MathOp
Mathematical operations for Double, Integer and Long columns
Add Subtract Multiply Divide Modulus Reverse subtract: do scalar - x (instead of x-scalar in Subtract) Reverse divide: do scalar/x (instead of x/scalar in Divide) Scalar min: return Min(scalar,x) Scalar max: return Max(scalar,x) |
Transform
A Transform converts an example to another example, or a sequence to another sequence
|
Class and Description |
---|
ColumnOp
ColumnOp
is a transform meant
to run over 1 or more columns
|
MathFunction
Enumeration for mathematical functions
|
MathOp
Mathematical operations for Double, Integer and Long columns
Add Subtract Multiply Divide Modulus Reverse subtract: do scalar - x (instead of x-scalar in Subtract) Reverse divide: do scalar/x (instead of x/scalar in Divide) Scalar min: return Min(scalar,x) Scalar max: return Max(scalar,x) |
Transform
A Transform converts an example to another example, or a sequence to another sequence
|
Class and Description |
---|
ColumnOp
ColumnOp
is a transform meant
to run over 1 or more columns
|
MathOp
Mathematical operations for Double, Integer and Long columns
Add Subtract Multiply Divide Modulus Reverse subtract: do scalar - x (instead of x-scalar in Subtract) Reverse divide: do scalar/x (instead of x/scalar in Divide) Scalar min: return Min(scalar,x) Scalar max: return Max(scalar,x) |
Transform
A Transform converts an example to another example, or a sequence to another sequence
|
Class and Description |
---|
ColumnOp
ColumnOp
is a transform meant
to run over 1 or more columns
|
MathOp
Mathematical operations for Double, Integer and Long columns
Add Subtract Multiply Divide Modulus Reverse subtract: do scalar - x (instead of x-scalar in Subtract) Reverse divide: do scalar/x (instead of x/scalar in Divide) Scalar min: return Min(scalar,x) Scalar max: return Max(scalar,x) |
Transform
A Transform converts an example to another example, or a sequence to another sequence
|
Class and Description |
---|
ColumnOp
ColumnOp
is a transform meant
to run over 1 or more columns
|
Transform
A Transform converts an example to another example, or a sequence to another sequence
|
Class and Description |
---|
ColumnOp
ColumnOp
is a transform meant
to run over 1 or more columns
|
Transform
A Transform converts an example to another example, or a sequence to another sequence
|
Class and Description |
---|
ColumnOp
ColumnOp
is a transform meant
to run over 1 or more columns
|
ReduceOp
ReduceOp defines the type of column reductions that can be used when reducing
a set of values to a single value.
Min: take the minimum value Max: take the maximum value Range: output the value max-min Sum: Reduce by summing all values Mean: Reduce by taking the arithmetic mean of the values Stdev: Reduce by calculating the sample standard deviation Count: Reduce by doing a simple count CountUnique: Reduce by counting the number of unique values TakeFirst: Take the first possible value in the list TakeLast: Take the last possible value in the list Note: For custom reduction operations with Reducer
, use the AggregableColumnReduction
functionality. |
Transform
A Transform converts an example to another example, or a sequence to another sequence
|
Class and Description |
---|
ColumnOp
ColumnOp
is a transform meant
to run over 1 or more columns
|
Transform
A Transform converts an example to another example, or a sequence to another sequence
|
Class and Description |
---|
ColumnOp
ColumnOp
is a transform meant
to run over 1 or more columns
|
ColumnType
The type of column.
|
MathOp
Mathematical operations for Double, Integer and Long columns
Add Subtract Multiply Divide Modulus Reverse subtract: do scalar - x (instead of x-scalar in Subtract) Reverse divide: do scalar/x (instead of x/scalar in Divide) Scalar min: return Min(scalar,x) Scalar max: return Max(scalar,x) |
Transform
A Transform converts an example to another example, or a sequence to another sequence
|
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