C++ example: Add2Ints
The following example shows a basic subclass of ScalarFunction
called Add2ints
. As the name implies, it adds two integers together, returning a single integer result.
For the complete source code, see /opt/vertica/sdk/examples/ScalarFunctions/Add2Ints.cpp
. Java and Python versions of this UDx are included in /opt/vertica/sdk/examples
.
Loading and using the example
Use CREATE LIBRARY to load the library containing the function, and then use CREATE FUNCTION (scalar) to declare the function as in the following example:
=> CREATE LIBRARY ScalarFunctions AS '/home/dbadmin/examples/ScalarFunctions.so';
=> CREATE FUNCTION add2ints AS LANGUAGE 'C++' NAME 'Add2IntsFactory' LIBRARY ScalarFunctions;
The following example shows how to use this function:
=> SELECT Add2Ints(27,15);
Add2ints
----------
42
(1 row)
=> SELECT * FROM MyTable;
a | b
-----+----
7 | 0
12 | 2
12 | 6
18 | 9
1 | 1
58 | 4
450 | 15
(7 rows)
=> SELECT * FROM MyTable WHERE Add2ints(a, b) > 20;
a | b
-----+----
18 | 9
58 | 4
450 | 15
(3 rows)
Function implementation
A scalar function does its computation in the processBlock
method:
class Add2Ints : public ScalarFunction
{
public:
/*
* This method processes a block of rows in a single invocation.
*
* The inputs are retrieved via argReader
* The outputs are returned via resWriter
*/
virtual void processBlock(ServerInterface &srvInterface,
BlockReader &argReader,
BlockWriter &resWriter)
{
try {
// While we have inputs to process
do {
if (argReader.isNull(0) || argReader.isNull(1)) {
resWriter.setNull();
} else {
const vint a = argReader.getIntRef(0);
const vint b = argReader.getIntRef(1);
resWriter.setInt(a+b);
}
resWriter.next();
} while (argReader.next());
} catch(std::exception& e) {
// Standard exception. Quit.
vt_report_error(0, "Exception while processing block: [%s]", e.what());
}
}
// ...
};
Implementing getOutputRange
, which is optional, allows your function to skip rows where the result would not be within a target range. For example, if a WHERE clause restricts the query results to those in a certain range, calling the function for cases that could not possibly be in that range is unnecessary.
/*
* This method computes the output range for this scalar function from
* the ranges of its inputs in a single invocation.
*
* The input ranges are retrieved via inRange
* The output range is returned via outRange
*/
virtual void getOutputRange(Vertica::ServerInterface &srvInterface,
Vertica::ValueRangeReader &inRange,
Vertica::ValueRangeWriter &outRange)
{
if (inRange.hasBounds(0) && inRange.hasBounds(1)) {
// Input ranges have bounds defined
if (inRange.isNull(0) || inRange.isNull(1)) {
// At least one range has only NULL values.
// Output range can only have NULL values.
outRange.setNull();
outRange.setHasBounds();
return;
} else {
// Compute output range
const vint& a1LoBound = inRange.getIntRefLo(0);
const vint& a2LoBound = inRange.getIntRefLo(1);
outRange.setIntLo(a1LoBound + a2LoBound);
const vint& a1UpBound = inRange.getIntRefUp(0);
const vint& a2UpBound = inRange.getIntRefUp(1);
outRange.setIntUp(a1UpBound + a2UpBound);
}
} else {
// Input ranges are unbounded. No output range can be defined
return;
}
if (!inRange.canHaveNulls(0) && !inRange.canHaveNulls(1)) {
// There cannot be NULL values in the output range
outRange.setCanHaveNulls(false);
}
// Let Vertica know that the output range is bounded
outRange.setHasBounds();
}
Factory implementation
The factory instantiates a member of the class (createScalarFunction
), and also describes the function's inputs and outputs (getPrototype
):
class Add2IntsFactory : public ScalarFunctionFactory
{
// return an instance of Add2Ints to perform the actual addition.
virtual ScalarFunction *createScalarFunction(ServerInterface &interface)
{ return vt_createFuncObject<Add2Ints>(interface.allocator); }
// This function returns the description of the input and outputs of the
// Add2Ints class's processBlock function. It stores this information in
// two ColumnTypes objects, one for the input parameters, and one for
// the return value.
virtual void getPrototype(ServerInterface &interface,
ColumnTypes &argTypes,
ColumnTypes &returnType)
{
argTypes.addInt();
argTypes.addInt();
// Note that ScalarFunctions *always* return a single value.
returnType.addInt();
}
};
The RegisterFactory macro
Use the RegisterFactory
macro to register a UDx. This macro instantiates the factory class and makes the metadata it contains available for Vertica to access. To call this macro, pass it the name of your factory class:
RegisterFactory(Add2IntsFactory);