File: transform_input_output_iterator.cu

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#include <thrust/copy.h>
#include <thrust/functional.h>
#include <thrust/iterator/counting_iterator.h>
#include <thrust/iterator/transform_input_output_iterator.h>
#include <thrust/reduce.h>
#include <thrust/sequence.h>

#include <unittest/unittest.h>

template <class Vector>
void TestTransformInputOutputIterator()
{
  typedef typename Vector::value_type T;

  typedef thrust::negate<T> InputFunction;
  typedef thrust::square<T> OutputFunction;
  typedef typename Vector::iterator Iterator;

  Vector input(4);
  Vector squared(4);
  Vector negated(4);

  // initialize input
  thrust::sequence(input.begin(), input.end(), 1);

  // construct transform_iterator
  thrust::transform_input_output_iterator<InputFunction, OutputFunction, Iterator> transform_iter(
    squared.begin(), InputFunction(), OutputFunction());

  // transform_iter writes squared value
  thrust::copy(input.begin(), input.end(), transform_iter);

  Vector gold_squared(4);
  gold_squared[0] = 1;
  gold_squared[1] = 4;
  gold_squared[2] = 9;
  gold_squared[3] = 16;

  ASSERT_EQUAL(squared, gold_squared);

  // negated value read from transform_iter
  thrust::copy_n(transform_iter, squared.size(), negated.begin());

  Vector gold_negated(4);
  gold_negated[0] = -1;
  gold_negated[1] = -4;
  gold_negated[2] = -9;
  gold_negated[3] = -16;

  ASSERT_EQUAL(negated, gold_negated);
}
DECLARE_VECTOR_UNITTEST(TestTransformInputOutputIterator);

template <class Vector>
void TestMakeTransformInputOutputIterator()
{
  typedef typename Vector::value_type T;

  typedef thrust::negate<T> InputFunction;
  typedef thrust::square<T> OutputFunction;

  Vector input(4);
  Vector negated(4);
  Vector squared(4);

  // initialize input
  thrust::sequence(input.begin(), input.end(), 1);

  // negated value read from transform iterator
  thrust::copy_n(thrust::make_transform_input_output_iterator(input.begin(), InputFunction(), OutputFunction()),
                 input.size(),
                 negated.begin());

  Vector gold_negated(4);
  gold_negated[0] = -1;
  gold_negated[1] = -2;
  gold_negated[2] = -3;
  gold_negated[3] = -4;

  ASSERT_EQUAL(negated, gold_negated);

  // squared value writen by transform iterator
  thrust::copy(negated.begin(),
               negated.end(),
               thrust::make_transform_input_output_iterator(squared.begin(), InputFunction(), OutputFunction()));

  Vector gold_squared(4);
  gold_squared[0] = 1;
  gold_squared[1] = 4;
  gold_squared[2] = 9;
  gold_squared[3] = 16;

  ASSERT_EQUAL(squared, gold_squared);
}
DECLARE_VECTOR_UNITTEST(TestMakeTransformInputOutputIterator);

template <typename T>
struct TestTransformInputOutputIteratorScan
{
  void operator()(const size_t n)
  {
    thrust::host_vector<T> h_data   = unittest::random_samples<T>(n);
    thrust::device_vector<T> d_data = h_data;

    thrust::host_vector<T> h_result(n);
    thrust::device_vector<T> d_result(n);

    // run on host (uses forward iterator negate)
    thrust::inclusive_scan(
      thrust::make_transform_input_output_iterator(h_data.begin(), thrust::negate<T>(), thrust::identity<T>()),
      thrust::make_transform_input_output_iterator(h_data.end(), thrust::negate<T>(), thrust::identity<T>()),
      h_result.begin());
    // run on device (uses reverse iterator negate)
    thrust::inclusive_scan(
      d_data.begin(),
      d_data.end(),
      thrust::make_transform_input_output_iterator(d_result.begin(), thrust::square<T>(), thrust::negate<T>()));

    ASSERT_EQUAL(h_result, d_result);
  }
};
VariableUnitTest<TestTransformInputOutputIteratorScan, IntegralTypes> TestTransformInputOutputIteratorScanInstance;