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//@HEADER
// ************************************************************************
//
// Kokkos v. 4.0
// Copyright (2022) National Technology & Engineering
// Solutions of Sandia, LLC (NTESS).
//
// Under the terms of Contract DE-NA0003525 with NTESS,
// the U.S. Government retains certain rights in this software.
//
// Part of Kokkos, under the Apache License v2.0 with LLVM Exceptions.
// See https://kokkos.org/LICENSE for license information.
// SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception
//
//@HEADER
#ifndef KOKKOS_TEST_UNORDERED_MAP_HPP
#define KOKKOS_TEST_UNORDERED_MAP_HPP
#include <gtest/gtest.h>
#include <iostream>
#include <Kokkos_UnorderedMap.hpp>
namespace Test {
namespace Impl {
template <typename MapType,
typename InsertOp = typename MapType::default_op_type,
bool Near = false, bool CheckValues = false>
struct TestInsert {
using map_type = MapType;
using execution_space = typename map_type::execution_space;
using value_type = uint32_t;
struct ExpectedValues {
unsigned map_idx;
typename map_type::value_type v;
};
using expected_values_type = Kokkos::View<ExpectedValues *, execution_space>;
expected_values_type expected_values;
map_type map;
uint32_t inserts;
uint32_t collisions;
InsertOp insert_op;
TestInsert(map_type arg_map, uint32_t arg_inserts, uint32_t arg_collisions)
: map(arg_map), inserts(arg_inserts), collisions(arg_collisions) {
auto len = map.capacity() > arg_inserts ? map.capacity() : arg_inserts;
expected_values = expected_values_type("ExpectedValues", len);
}
void testit(bool rehash_on_fail = true) {
execution_space().fence();
uint32_t failed_count = 0;
do {
failed_count = 0;
Kokkos::parallel_reduce(inserts, *this, failed_count);
if (rehash_on_fail && failed_count > 0u) {
const uint32_t new_capacity = map.capacity() +
((map.capacity() * 3ull) / 20u) +
failed_count / collisions;
map.rehash(new_capacity);
}
} while (rehash_on_fail && failed_count > 0u);
// Trigger the m_size mutable bug.
auto map_h = create_mirror(map);
execution_space().fence();
Kokkos::deep_copy(map_h, map);
execution_space().fence();
ASSERT_EQ(map_h.size(), map.size());
if (!rehash_on_fail && CheckValues) {
typename expected_values_type::HostMirror expected_values_h =
create_mirror_view(expected_values);
Kokkos::deep_copy(expected_values_h, expected_values);
for (unsigned i = 0; i < map_h.size(); i++) {
auto map_idx = expected_values_h(i).map_idx;
if (map_idx != static_cast<unsigned>(~0)) {
ASSERT_EQ(expected_values_h(map_idx).v, map_h.value_at(map_idx));
}
}
}
const unsigned int old_size = map_h.size();
map_h.clear();
ASSERT_EQ(map.size(), old_size);
ASSERT_EQ(map_h.size(), 0u);
}
KOKKOS_INLINE_FUNCTION
void init(value_type &failed_count) const { failed_count = 0; }
KOKKOS_INLINE_FUNCTION
void join(value_type &failed_count, const value_type &count) const {
failed_count += count;
}
template <typename UmapOpType = InsertOp>
KOKKOS_FORCEINLINE_FUNCTION bool is_op_noop() const {
using vt = typename map_type::value_type;
using Device = typename map_type::device_type;
using UmapOpTypeArg1 = Kokkos::View<
std::remove_const_t<std::conditional_t<std::is_void_v<vt>, int, vt>> *,
Device>;
return std::is_base_of_v<
InsertOp, typename Kokkos::UnorderedMapInsertOpTypes<UmapOpTypeArg1,
uint32_t>::NoOp>;
}
template <typename UmapOpType = InsertOp>
KOKKOS_FORCEINLINE_FUNCTION bool is_op_atomic_add() const {
using vt = typename map_type::value_type;
using Device = typename map_type::device_type;
using UmapOpTypeArg1 = Kokkos::View<
std::remove_const_t<std::conditional_t<std::is_void_v<vt>, int, vt>> *,
Device>;
return std::is_base_of_v<UmapOpType,
typename Kokkos::UnorderedMapInsertOpTypes<
UmapOpTypeArg1, uint32_t>::AtomicAdd>;
}
KOKKOS_INLINE_FUNCTION
void operator()(uint32_t i, value_type &failed_count) const {
const uint32_t key = Near ? i / collisions : i % (inserts / collisions);
auto ret = map.insert(key, i, insert_op);
if (ret.failed()) {
++failed_count;
expected_values(i).map_idx = static_cast<unsigned>(~0);
} else if (CheckValues) {
auto map_idx = map.find(key);
expected_values(map_idx).map_idx = map_idx;
auto ptr = expected_values.data();
if (is_op_atomic_add()) {
Kokkos::atomic_add(&((ptr + map_idx)[0].v), i);
} else if (ret.success() && is_op_noop()) {
Kokkos::atomic_store(&((ptr + map_idx)[0].v), i);
}
}
}
};
template <typename MapType, bool Near>
struct TestErase {
using self_type = TestErase<MapType, Near>;
using map_type = MapType;
using execution_space = typename MapType::execution_space;
map_type m_map;
uint32_t m_num_erase;
uint32_t m_num_duplicates;
TestErase(map_type map, uint32_t num_erases, uint32_t num_duplicates)
: m_map(map), m_num_erase(num_erases), m_num_duplicates(num_duplicates) {}
void testit() {
execution_space().fence();
Kokkos::parallel_for(m_num_erase, *this);
execution_space().fence();
}
KOKKOS_INLINE_FUNCTION
void operator()(typename execution_space::size_type i) const {
if (Near) {
m_map.erase(i / m_num_duplicates);
} else {
m_map.erase(i % (m_num_erase / m_num_duplicates));
}
}
};
template <typename MapType>
struct TestFind {
using map_type = MapType;
using execution_space = typename MapType::execution_space::execution_space;
using value_type = uint32_t;
map_type m_map;
uint32_t m_num_insert;
uint32_t m_num_duplicates;
uint32_t m_max_key;
TestFind(map_type map, uint32_t num_inserts, uint32_t num_duplicates)
: m_map(map),
m_num_insert(num_inserts),
m_num_duplicates(num_duplicates),
m_max_key(((num_inserts + num_duplicates) - 1) / num_duplicates) {}
void testit(value_type &errors) {
execution_space().fence();
Kokkos::parallel_reduce(m_map.capacity(), *this, errors);
execution_space().fence();
}
KOKKOS_INLINE_FUNCTION
static void init(value_type &dst) { dst = 0; }
KOKKOS_INLINE_FUNCTION
static void join(value_type &dst, const value_type &src) { dst += src; }
KOKKOS_INLINE_FUNCTION
void operator()(typename execution_space::size_type i,
value_type &errors) const {
const bool expect_to_find_i =
(i < typename execution_space::size_type(m_max_key));
const bool exists = m_map.exists(i);
if (expect_to_find_i && !exists) ++errors;
if (!expect_to_find_i && exists) ++errors;
}
};
} // namespace Impl
// MSVC reports a syntax error for this test.
// WORKAROUND MSVC
#ifndef _WIN32
template <typename Device, class map_type, class const_map_type,
class insert_op_type, bool check_values = false>
void test_insert(uint32_t num_nodes, uint32_t num_inserts,
uint32_t num_duplicates, bool near) {
const uint32_t expected_inserts =
(num_inserts + num_duplicates - 1u) / num_duplicates;
typename map_type::size_type arg_capacity_hint = 0;
typename map_type::hasher_type arg_hasher;
typename map_type::equal_to_type arg_equal_to;
map_type map(arg_capacity_hint, arg_hasher, arg_equal_to);
map.rehash(num_nodes, false);
if (near) {
Impl::TestInsert<map_type, insert_op_type, true, check_values> test_insert(
map, num_inserts, num_duplicates);
test_insert.testit();
} else {
Impl::TestInsert<map_type, insert_op_type, false, check_values> test_insert(
map, num_inserts, num_duplicates);
test_insert.testit();
}
const bool print_list = false;
if (print_list) {
Kokkos::Impl::UnorderedMapPrint<map_type> f(map);
f.apply();
}
const uint32_t map_size = map.size();
ASSERT_FALSE(map.failed_insert());
{
EXPECT_EQ(expected_inserts, map_size);
{
uint32_t find_errors = 0;
Impl::TestFind<map_type> test_find(map, num_inserts, num_duplicates);
test_find.testit(find_errors);
EXPECT_EQ(0u, find_errors);
}
map.begin_erase();
Impl::TestErase<map_type, false> test_erase(map, num_inserts,
num_duplicates);
test_erase.testit();
map.end_erase();
EXPECT_EQ(0u, map.size());
}
// Check the values from the insert operation
{
Impl::TestInsert<map_type, insert_op_type, true> test_insert(
map, num_inserts, num_duplicates);
test_insert.testit(false);
}
}
template <typename Device>
void test_inserts(uint32_t num_nodes, uint32_t num_inserts,
uint32_t num_duplicates, bool near) {
using key_type = uint32_t;
using value_type = uint32_t;
using value_view_type = Kokkos::View<value_type *, Device>;
using size_type = uint32_t;
using hasher_type = typename Kokkos::pod_hash<key_type>;
using equal_to_type = typename Kokkos::pod_equal_to<key_type>;
using map_op_type =
Kokkos::UnorderedMapInsertOpTypes<value_view_type, size_type>;
using noop_type = typename map_op_type::NoOp;
using map_type = Kokkos::UnorderedMap<key_type, value_type, Device,
hasher_type, equal_to_type>;
using const_map_type =
Kokkos::UnorderedMap<const key_type, const value_type, Device,
hasher_type, equal_to_type>;
test_insert<Device, map_type, const_map_type, noop_type>(
num_nodes, num_inserts, num_duplicates, near);
}
template <typename Device>
void test_all_insert_ops(uint32_t num_nodes, uint32_t num_inserts,
uint32_t num_duplicates, bool near) {
using key_type = uint32_t;
using value_type = uint32_t;
using value_view_type = Kokkos::View<value_type *, Device>;
using size_type = uint32_t;
using hasher_type = typename Kokkos::pod_hash<key_type>;
using equal_to_type = typename Kokkos::pod_equal_to<key_type>;
using map_op_type =
Kokkos::UnorderedMapInsertOpTypes<value_view_type, size_type>;
using noop_type = typename map_op_type::NoOp;
using atomic_add_type = typename map_op_type::AtomicAdd;
using map_type = Kokkos::UnorderedMap<key_type, value_type, Device,
hasher_type, equal_to_type>;
using const_map_type =
Kokkos::UnorderedMap<const key_type, const value_type, Device,
hasher_type, equal_to_type>;
test_insert<Device, map_type, const_map_type, noop_type, true>(
num_nodes, num_inserts, num_duplicates, near);
test_insert<Device, map_type, const_map_type, atomic_add_type, true>(
num_nodes, num_inserts, num_duplicates, near);
}
#endif
template <typename Device>
void test_failed_insert(uint32_t num_nodes) {
using map_type = Kokkos::UnorderedMap<uint32_t, uint32_t, Device>;
map_type map(num_nodes);
Impl::TestInsert<map_type> test_insert(map, 2u * num_nodes, 1u);
test_insert.testit(false /*don't rehash on fail*/);
typename Device::execution_space().fence();
EXPECT_TRUE(map.failed_insert());
}
template <typename Device>
void test_deep_copy(uint32_t num_nodes) {
using map_type = Kokkos::UnorderedMap<uint32_t, uint32_t, Device>;
using const_map_type =
Kokkos::UnorderedMap<const uint32_t, const uint32_t, Device>;
using host_map_type = typename map_type::HostMirror;
map_type map;
map.rehash(num_nodes, false);
{
Impl::TestInsert<map_type> test_insert(map, num_nodes, 1);
test_insert.testit();
ASSERT_EQ(map.size(), num_nodes);
ASSERT_FALSE(map.failed_insert());
{
uint32_t find_errors = 0;
Impl::TestFind<map_type> test_find(map, num_nodes, 1);
test_find.testit(find_errors);
EXPECT_EQ(find_errors, 0u);
}
}
auto hmap = create_mirror(map);
Kokkos::deep_copy(hmap, map);
ASSERT_EQ(map.size(), hmap.size());
ASSERT_EQ(map.capacity(), hmap.capacity());
{
uint32_t find_errors = 0;
Impl::TestFind<host_map_type> test_find(hmap, num_nodes, 1);
test_find.testit(find_errors);
EXPECT_EQ(find_errors, 0u);
}
map_type mmap;
mmap.allocate_view(hmap);
Kokkos::deep_copy(mmap, hmap);
const_map_type cmap = mmap;
EXPECT_EQ(cmap.size(), num_nodes);
{
uint32_t find_errors = 0;
Impl::TestFind<const_map_type> test_find(cmap, num_nodes, 1);
test_find.testit(find_errors);
EXPECT_EQ(find_errors, 0u);
}
}
#if !defined(_WIN32)
TEST(TEST_CATEGORY, UnorderedMap_insert) {
for (int i = 0; i < 500; ++i) {
test_inserts<TEST_EXECSPACE>(100000, 90000, 100, true);
test_inserts<TEST_EXECSPACE>(100000, 90000, 100, false);
}
for (int i = 0; i < 5; ++i) {
test_all_insert_ops<TEST_EXECSPACE>(1000, 900, 10, true);
test_all_insert_ops<TEST_EXECSPACE>(1000, 900, 10, false);
}
}
#endif
TEST(TEST_CATEGORY, UnorderedMap_failed_insert) {
for (int i = 0; i < 1000; ++i) test_failed_insert<TEST_EXECSPACE>(10000);
}
TEST(TEST_CATEGORY, UnorderedMap_deep_copy) {
for (int i = 0; i < 2; ++i) test_deep_copy<TEST_EXECSPACE>(10000);
}
TEST(TEST_CATEGORY, UnorderedMap_valid_empty) {
using Key = int;
using Value = int;
using Map = Kokkos::UnorderedMap<Key, Value, TEST_EXECSPACE>;
Map m{};
Map n{};
n = Map{m.capacity()};
n.rehash(m.capacity());
n.create_copy_view(m);
ASSERT_TRUE(m.is_allocated());
ASSERT_TRUE(n.is_allocated());
}
/**
* This helper is needed because NVCC does not like extended lambdas
* in private member functions.
* Google Test bodies are private member functions. So it is incompatible.
* See also https://github.com/google/googletest/issues/4104.
*/
template <typename map_type>
struct UnorderedMapInsert {
//! Type of range-for policy and its index type.
using range_policy_t =
Kokkos::RangePolicy<typename map_type::execution_space,
Kokkos::IndexType<unsigned short int>>;
using index_t = typename range_policy_t::index_type;
const map_type m_map;
//! Ensure shared ownership of @ref m_map.
UnorderedMapInsert(map_type map) : m_map(std::move(map)) {}
//! Insert a single value.
template <typename T>
void insert_single(const T &arg) const {
Kokkos::parallel_for(
Kokkos::RangePolicy<typename map_type::execution_space>(0, 1),
// NOLINTNEXTLINE(kokkos-implicit-this-capture)
KOKKOS_CLASS_LAMBDA(const index_t) { m_map.insert(arg); });
}
//! Insert multiple values.
template <typename... Args>
void insert(Args &&...args) const {
static_assert(sizeof...(Args) > 1, "Prefer the single value version");
constexpr size_t size = sizeof...(Args);
Kokkos::Array<typename map_type::key_type, size> values{
std::forward<Args>(args)...};
Kokkos::parallel_for(
Kokkos::RangePolicy<typename map_type::execution_space>(0, size),
// NOLINTNEXTLINE(kokkos-implicit-this-capture)
KOKKOS_CLASS_LAMBDA(const index_t i) { m_map.insert(values[i]); });
}
};
TEST(TEST_CATEGORY, UnorderedMap_clear_zero_size) {
using map_type = Kokkos::UnorderedMap<int, void, TEST_EXECSPACE>;
map_type m(11);
ASSERT_EQ(0u, m.size());
UnorderedMapInsert<map_type>(m).insert(2, 3, 5, 7);
ASSERT_EQ(4u, m.size());
m.rehash(0);
ASSERT_EQ(128u, m.capacity());
ASSERT_EQ(4u, m.size());
m.clear();
ASSERT_EQ(0u, m.size());
}
TEST(TEST_CATEGORY, UnorderedMap_consistent_size) {
using map_type = Kokkos::UnorderedMap<int, void, TEST_EXECSPACE>;
map_type m(11);
UnorderedMapInsert<map_type> inserter(m);
inserter.insert_single(7);
ASSERT_EQ(1u, m.size());
{
auto m_copy = m;
UnorderedMapInsert<decltype(m_copy)> inserter_copy(m_copy);
inserter_copy.insert_single(2);
// This line triggers modified flags to be cleared in both m and m2
const auto sz = m_copy.size();
ASSERT_EQ(2u, sz);
}
ASSERT_EQ(2u, m.size());
}
struct TestMapCopy {
using map_type = Kokkos::UnorderedMap<int, void, TEST_EXECSPACE>;
map_type m_map;
KOKKOS_FUNCTION
void test_insert_to_map_copy(map_type const &input_map, const int i) const {
auto map = input_map;
map.insert(i);
}
KOKKOS_FUNCTION
void operator()(const int i) const { test_insert_to_map_copy(m_map, i); }
};
TEST(TEST_CATEGORY, UnorderedMap_shallow_copyable_on_device) {
TestMapCopy test_map_copy;
Kokkos::parallel_for(Kokkos::RangePolicy<TEST_EXECSPACE>(0, 1),
test_map_copy);
ASSERT_EQ(1u, test_map_copy.m_map.size());
}
void test_unordered_map_device_capture() {
TestMapCopy::map_type map;
Kokkos::parallel_for(
Kokkos::RangePolicy<TEST_EXECSPACE>(0, 1),
KOKKOS_LAMBDA(int const i) { map.insert(i); });
ASSERT_EQ(1u, map.size());
}
TEST(TEST_CATEGORY, UnorderedMap_lambda_capturable) {
test_unordered_map_device_capture();
}
/**
* @test This test ensures that an @ref UnorderedMap can be built
* with an execution space instance (using @ref view_alloc).
*/
TEST(TEST_CATEGORY, UnorderedMap_constructor_view_alloc) {
using map_type = Kokkos::UnorderedMap<size_t, void, TEST_EXECSPACE>;
map_type map(Kokkos::view_alloc(TEST_EXECSPACE{}, "test umap"), 150);
ASSERT_EQ(map.size(), 0u);
ASSERT_GE(map.capacity(), 150u);
ASSERT_TRUE(map.is_allocated());
}
} // namespace Test
#endif // KOKKOS_TEST_UNORDERED_MAP_HPP
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