HashJoinRuntime.cpp File Reference

#include "HashJoinRuntime.h"
#include "QueryEngine/CompareKeysInl.h"
#include "QueryEngine/HyperLogLogRank.h"
#include "QueryEngine/JoinHashTable/Runtime/HashJoinKeyHandlers.h"
#include "QueryEngine/JoinHashTable/Runtime/JoinColumnIterator.h"
#include "QueryEngine/MurmurHash1Inl.h"
#include "Shared/shard_key.h"
#include "Logger/Logger.h"
#include "QueryEngine/RuntimeFunctions.h"
#include "Shared/likely.h"
#include "StringDictionary/StringDictionary.h"
#include "StringDictionary/StringDictionaryProxy.h"
#include <future>
#include "Shared/funcannotations.h"
#include <cmath>
#include <numeric>

Include dependency graph for HashJoinRuntime.cpp:

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Namespaces
	anonymous_namespace{HashJoinRuntime.cpp}

Macros
#define	mapd_cas(address, compare, val)   __sync_val_compare_and_swap(address, compare, val)
#define	cas_cst(ptr, expected, desired)
#define	store_cst(ptr, val)   __atomic_store_n(ptr, val, __ATOMIC_SEQ_CST)
#define	load_cst(ptr)   __atomic_load_n(ptr, __ATOMIC_SEQ_CST)
#define	mapd_add(address, val)   __sync_fetch_and_add(address, val)

Functions
int64_t	anonymous_namespace{HashJoinRuntime.cpp}::map_str_id_to_outer_dict (const int64_t inner_elem, const int64_t min_inner_elem, const int64_t min_outer_elem, const int64_t max_outer_elem, const int32_t *inner_to_outer_translation_map)
DEVICE void SUFFIX()	init_hash_join_buff (int32_t *groups_buffer, const int64_t hash_entry_count, const int32_t invalid_slot_val, const int32_t cpu_thread_idx, const int32_t cpu_thread_count)
template<typename HASHTABLE_FILLING_FUNC >
DEVICE auto	fill_hash_join_buff_impl (OneToOnePerfectJoinHashTableFillFuncArgs const args, const int32_t cpu_thread_idx, const int32_t cpu_thread_count, HASHTABLE_FILLING_FUNC filling_func)
DEVICE int SUFFIX()	fill_hash_join_buff_bucketized (OneToOnePerfectJoinHashTableFillFuncArgs const args, int32_t const cpu_thread_idx, int32_t const cpu_thread_count)
DEVICE int SUFFIX()	fill_hash_join_buff_bitwise_eq (OneToOnePerfectJoinHashTableFillFuncArgs const args, int32_t const cpu_thread_idx, int32_t const cpu_thread_count)
DEVICE int SUFFIX()	fill_hash_join_buff (OneToOnePerfectJoinHashTableFillFuncArgs const args, const int32_t cpu_thread_idx, const int32_t cpu_thread_count)
template<typename HASHTABLE_FILLING_FUNC >
DEVICE int	fill_hash_join_buff_sharded_impl (int32_t *buff, const JoinColumn join_column, const JoinColumnTypeInfo type_info, const ShardInfo shard_info, const int32_t *sd_inner_to_outer_translation_map, const int32_t min_inner_elem, const int32_t cpu_thread_idx, const int32_t cpu_thread_count, HASHTABLE_FILLING_FUNC filling_func)
DEVICE int SUFFIX()	fill_hash_join_buff_sharded_bucketized (int32_t *buff, const int32_t invalid_slot_val, const bool for_semi_join, const JoinColumn join_column, const JoinColumnTypeInfo type_info, const ShardInfo shard_info, const int32_t *sd_inner_to_outer_translation_map, const int32_t min_inner_elem, const int32_t cpu_thread_idx, const int32_t cpu_thread_count, const int64_t bucket_normalization)
DEVICE int SUFFIX()	fill_hash_join_buff_sharded (int32_t *buff, const int32_t invalid_slot_val, const bool for_semi_join, const JoinColumn join_column, const JoinColumnTypeInfo type_info, const ShardInfo shard_info, const int32_t *sd_inner_to_outer_translation_map, const int32_t min_inner_elem, const int32_t cpu_thread_idx, const int32_t cpu_thread_count)
template<typename T >
DEVICE void SUFFIX()	init_baseline_hash_join_buff (int8_t *hash_buff, const int64_t entry_count, const size_t key_component_count, const bool with_val_slot, const int32_t invalid_slot_val, const int32_t cpu_thread_idx, const int32_t cpu_thread_count)
template<typename T >
T *	get_matching_baseline_hash_slot_at (int8_t *hash_buff, const uint32_t h, const T *key, const size_t key_component_count, const int64_t hash_entry_size)
template<typename T >
DEVICE int	write_baseline_hash_slot (const int32_t val, int8_t *hash_buff, const int64_t entry_count, const T *key, const size_t key_component_count, const bool with_val_slot, const int32_t invalid_slot_val, const size_t key_size_in_bytes, const size_t hash_entry_size)
template<typename T >
DEVICE int	write_baseline_hash_slot_for_semi_join (const int32_t val, int8_t *hash_buff, const int64_t entry_count, const T *key, const size_t key_component_count, const bool with_val_slot, const int32_t invalid_slot_val, const size_t key_size_in_bytes, const size_t hash_entry_size)
template<typename T , typename FILL_HANDLER >
DEVICE int SUFFIX()	fill_baseline_hash_join_buff (int8_t *hash_buff, const int64_t entry_count, const int32_t invalid_slot_val, const bool for_semi_join, const size_t key_component_count, const bool with_val_slot, const FILL_HANDLER *f, const int64_t num_elems, const int32_t cpu_thread_idx, const int32_t cpu_thread_count)
template<typename SLOT_SELECTOR >
DEVICE void	count_matches_impl (int32_t *count_buff, const JoinColumn join_column, const JoinColumnTypeInfo type_info, const int32_t *sd_inner_to_outer_translation_map, const int32_t min_inner_elem, const int32_t cpu_thread_idx, const int32_t cpu_thread_count, SLOT_SELECTOR slot_selector)
GLOBAL void SUFFIX()	count_matches (int32_t *count_buff, const JoinColumn join_column, const JoinColumnTypeInfo type_info, const int32_t *sd_inner_to_outer_translation_map, const int32_t min_inner_elem, const int32_t cpu_thread_idx, const int32_t cpu_thread_count)
GLOBAL void SUFFIX()	count_matches_bucketized (int32_t *count_buff, const JoinColumn join_column, const JoinColumnTypeInfo type_info, const int32_t *sd_inner_to_outer_translation_map, const int32_t min_inner_elem, const int32_t cpu_thread_idx, const int32_t cpu_thread_count, const int64_t bucket_normalization)
GLOBAL void SUFFIX()	count_matches_sharded (int32_t *count_buff, const JoinColumn join_column, const JoinColumnTypeInfo type_info, const ShardInfo shard_info, const int32_t *sd_inner_to_outer_translation_map, const int32_t min_inner_elem, const int32_t cpu_thread_idx, const int32_t cpu_thread_count)
template<typename T >
DEVICE NEVER_INLINE const T *SUFFIX()	get_matching_baseline_hash_slot_readonly (const T *key, const size_t key_component_count, const T *composite_key_dict, const int64_t entry_count, const size_t key_size_in_bytes)
template<typename T , typename KEY_HANDLER >
GLOBAL void SUFFIX()	count_matches_baseline (int32_t *count_buff, const T *composite_key_dict, const int64_t entry_count, const KEY_HANDLER *f, const int64_t num_elems, const int32_t cpu_thread_idx, const int32_t cpu_thread_count)
template<typename SLOT_SELECTOR >
DEVICE void	fill_row_ids_impl (int32_t *buff, const int64_t hash_entry_count, const JoinColumn join_column, const JoinColumnTypeInfo type_info, const int32_t *sd_inner_to_outer_translation_map, const int32_t min_inner_elem, const int32_t cpu_thread_idx, const int32_t cpu_thread_count, SLOT_SELECTOR slot_selector)
template<typename SLOT_SELECTOR >
DEVICE void	fill_row_ids_for_window_framing_impl (int32_t *buff, const int64_t hash_entry_count, const JoinColumn join_column, const JoinColumnTypeInfo type_info, const int32_t *sd_inner_to_outer_translation_map, const int32_t min_inner_elem, const int32_t cpu_thread_idx, const int32_t cpu_thread_count, SLOT_SELECTOR slot_selector)
GLOBAL void SUFFIX()	fill_row_ids (int32_t *buff, const int64_t hash_entry_count, const JoinColumn join_column, const JoinColumnTypeInfo type_info, const bool for_window_framing, const int32_t *sd_inner_to_outer_translation_map, const int32_t min_inner_elem, const int32_t cpu_thread_idx, const int32_t cpu_thread_count)
GLOBAL void SUFFIX()	fill_row_ids_bucketized (int32_t *buff, const int64_t hash_entry_count, const JoinColumn join_column, const JoinColumnTypeInfo type_info, const int32_t *sd_inner_to_outer_translation_map, const int32_t min_inner_elem, const int32_t cpu_thread_idx, const int32_t cpu_thread_count, const int64_t bucket_normalization)
template<typename SLOT_SELECTOR >
DEVICE void	fill_row_ids_sharded_impl (int32_t *buff, const int64_t hash_entry_count, const JoinColumn join_column, const JoinColumnTypeInfo type_info, const ShardInfo shard_info, const int32_t *sd_inner_to_outer_translation_map, const int32_t min_inner_elem, const int32_t cpu_thread_idx, const int32_t cpu_thread_count, SLOT_SELECTOR slot_selector)
GLOBAL void SUFFIX()	fill_row_ids_sharded (int32_t *buff, const int64_t hash_entry_count, const JoinColumn join_column, const JoinColumnTypeInfo type_info, const ShardInfo shard_info, const int32_t *sd_inner_to_outer_translation_map, const int32_t min_inner_elem, const int32_t cpu_thread_idx, const int32_t cpu_thread_count)
GLOBAL void SUFFIX()	fill_row_ids_sharded_bucketized (int32_t *buff, const int64_t hash_entry_count, const JoinColumn join_column, const JoinColumnTypeInfo type_info, const ShardInfo shard_info, const int32_t *sd_inner_to_outer_translation_map, const int32_t min_inner_elem, const int32_t cpu_thread_idx, const int32_t cpu_thread_count, const int64_t bucket_normalization)
template<typename T , typename KEY_HANDLER >
GLOBAL void SUFFIX()	fill_row_ids_baseline (int32_t *buff, const T *composite_key_dict, const int64_t hash_entry_count, const KEY_HANDLER *f, const int64_t num_elems, const bool for_window_framing, const int32_t cpu_thread_idx, const int32_t cpu_thread_count)
template<typename KEY_HANDLER >
GLOBAL void SUFFIX()	approximate_distinct_tuples_impl (uint8_t *hll_buffer, int32_t *row_count_buffer, const uint32_t b, const int64_t num_elems, const KEY_HANDLER *f, const int32_t cpu_thread_idx, const int32_t cpu_thread_count)
template<size_t N>
GLOBAL void SUFFIX()	compute_bucket_sizes_impl (double *bucket_sizes_for_thread, const JoinColumn *join_column, const JoinColumnTypeInfo *type_info, const double *bucket_size_thresholds, const int32_t cpu_thread_idx, const int32_t cpu_thread_count)
template<typename InputIterator , typename OutputIterator >
void	inclusive_scan (InputIterator first, InputIterator last, OutputIterator out, const size_t thread_count)
template<typename COUNT_MATCHES_LAUNCH_FUNCTOR , typename FILL_ROW_IDS_LAUNCH_FUNCTOR >
void	fill_one_to_many_hash_table_impl (int32_t *buff, const int64_t hash_entry_count, const JoinColumn &join_column, const JoinColumnTypeInfo &type_info, const int32_t *sd_inner_to_outer_translation_map, const int32_t min_inner_elem, const int32_t cpu_thread_count, const bool for_window_framing, COUNT_MATCHES_LAUNCH_FUNCTOR count_matches_func, FILL_ROW_IDS_LAUNCH_FUNCTOR fill_row_ids_func)
void	fill_one_to_many_hash_table (OneToManyPerfectJoinHashTableFillFuncArgs const args, const int32_t cpu_thread_count)
void	fill_one_to_many_hash_table_bucketized (OneToManyPerfectJoinHashTableFillFuncArgs const args, const int32_t cpu_thread_count)
template<typename COUNT_MATCHES_LAUNCH_FUNCTOR , typename FILL_ROW_IDS_LAUNCH_FUNCTOR >
void	fill_one_to_many_hash_table_sharded_impl (int32_t *buff, const int64_t hash_entry_count, const JoinColumn &join_column, const JoinColumnTypeInfo &type_info, const ShardInfo &shard_info, const int32_t *sd_inner_to_outer_translation_map, const int32_t min_inner_elem, const int32_t cpu_thread_count, COUNT_MATCHES_LAUNCH_FUNCTOR count_matches_launcher, FILL_ROW_IDS_LAUNCH_FUNCTOR fill_row_ids_launcher)
void	fill_one_to_many_hash_table_sharded (int32_t *buff, const int64_t hash_entry_count, const JoinColumn &join_column, const JoinColumnTypeInfo &type_info, const ShardInfo &shard_info, const int32_t *sd_inner_to_outer_translation_map, const int32_t min_inner_elem, const int32_t cpu_thread_count)
void	init_baseline_hash_join_buff_32 (int8_t *hash_join_buff, const int64_t entry_count, const size_t key_component_count, const bool with_val_slot, const int32_t invalid_slot_val, const int32_t cpu_thread_idx, const int32_t cpu_thread_count)
void	init_baseline_hash_join_buff_64 (int8_t *hash_join_buff, const int64_t entry_count, const size_t key_component_count, const bool with_val_slot, const int32_t invalid_slot_val, const int32_t cpu_thread_idx, const int32_t cpu_thread_count)
int	fill_baseline_hash_join_buff_32 (int8_t *hash_buff, const int64_t entry_count, const int32_t invalid_slot_val, const bool for_semi_join, const size_t key_component_count, const bool with_val_slot, const GenericKeyHandler *key_handler, const int64_t num_elems, const int32_t cpu_thread_idx, const int32_t cpu_thread_count)
int	bbox_intersect_fill_baseline_hash_join_buff_32 (int8_t *hash_buff, const int64_t entry_count, const int32_t invalid_slot_val, const size_t key_component_count, const bool with_val_slot, const BoundingBoxIntersectKeyHandler *key_handler, const int64_t num_elems, const int32_t cpu_thread_idx, const int32_t cpu_thread_count)
int	range_fill_baseline_hash_join_buff_32 (int8_t *hash_buff, const size_t entry_count, const int32_t invalid_slot_val, const size_t key_component_count, const bool with_val_slot, const RangeKeyHandler *key_handler, const size_t num_elems, const int32_t cpu_thread_idx, const int32_t cpu_thread_count)
int	fill_baseline_hash_join_buff_64 (int8_t *hash_buff, const int64_t entry_count, const int32_t invalid_slot_val, const bool for_semi_join, const size_t key_component_count, const bool with_val_slot, const GenericKeyHandler *key_handler, const int64_t num_elems, const int32_t cpu_thread_idx, const int32_t cpu_thread_count)
int	bbox_intersect_fill_baseline_hash_join_buff_64 (int8_t *hash_buff, const int64_t entry_count, const int32_t invalid_slot_val, const size_t key_component_count, const bool with_val_slot, const BoundingBoxIntersectKeyHandler *key_handler, const int64_t num_elems, const int32_t cpu_thread_idx, const int32_t cpu_thread_count)
int	range_fill_baseline_hash_join_buff_64 (int8_t *hash_buff, const size_t entry_count, const int32_t invalid_slot_val, const size_t key_component_count, const bool with_val_slot, const RangeKeyHandler *key_handler, const size_t num_elems, const int32_t cpu_thread_idx, const int32_t cpu_thread_count)
template<typename T >
void	fill_one_to_many_baseline_hash_table (int32_t *buff, const T *composite_key_dict, const int64_t hash_entry_count, const size_t key_component_count, const std::vector< JoinColumn > &join_column_per_key, const std::vector< JoinColumnTypeInfo > &type_info_per_key, const std::vector< JoinBucketInfo > &join_buckets_per_key, const std::vector< const int32_t * > &sd_inner_to_outer_translation_maps, const std::vector< int32_t > &sd_min_inner_elems, const size_t cpu_thread_count, const bool is_range_join, const bool is_geo_compressed, const bool for_window_framing)
void	fill_one_to_many_baseline_hash_table_32 (int32_t *buff, const int32_t *composite_key_dict, const int64_t hash_entry_count, const size_t key_component_count, const std::vector< JoinColumn > &join_column_per_key, const std::vector< JoinColumnTypeInfo > &type_info_per_key, const std::vector< JoinBucketInfo > &join_bucket_info, const std::vector< const int32_t * > &sd_inner_to_outer_translation_maps, const std::vector< int32_t > &sd_min_inner_elems, const int32_t cpu_thread_count, const bool is_range_join, const bool is_geo_compressed, const bool for_window_framing)
void	fill_one_to_many_baseline_hash_table_64 (int32_t *buff, const int64_t *composite_key_dict, const int64_t hash_entry_count, const size_t key_component_count, const std::vector< JoinColumn > &join_column_per_key, const std::vector< JoinColumnTypeInfo > &type_info_per_key, const std::vector< JoinBucketInfo > &join_bucket_info, const std::vector< const int32_t * > &sd_inner_to_outer_translation_maps, const std::vector< int32_t > &sd_min_inner_elems, const int32_t cpu_thread_count, const bool is_range_join, const bool is_geo_compressed, const bool for_window_framing)
void	approximate_distinct_tuples (uint8_t *hll_buffer_all_cpus, const uint32_t b, const size_t padded_size_bytes, const std::vector< JoinColumn > &join_column_per_key, const std::vector< JoinColumnTypeInfo > &type_info_per_key, const int thread_count)
void	approximate_distinct_tuples_bbox_intersect (uint8_t *hll_buffer_all_cpus, std::vector< int32_t > &row_counts, const uint32_t b, const size_t padded_size_bytes, const std::vector< JoinColumn > &join_column_per_key, const std::vector< JoinColumnTypeInfo > &type_info_per_key, const std::vector< JoinBucketInfo > &join_buckets_per_key, const int thread_count)
void	approximate_distinct_tuples_range (uint8_t *hll_buffer_all_cpus, std::vector< int32_t > &row_counts, const uint32_t b, const size_t padded_size_bytes, const std::vector< JoinColumn > &join_column_per_key, const std::vector< JoinColumnTypeInfo > &type_info_per_key, const std::vector< JoinBucketInfo > &join_buckets_per_key, const bool is_compressed, const int thread_count)
void	compute_bucket_sizes_on_cpu (std::vector< double > &bucket_sizes_for_dimension, const JoinColumn &join_column, const JoinColumnTypeInfo &type_info, const std::vector< double > &bucket_size_thresholds, const int thread_count)

Macro Definition Documentation

#define cas_cst	(		ptr,
			expected,
			desired
	)

Value:

__atomic_compare_exchange_n(          \
      ptr, expected, desired, false, __ATOMIC_SEQ_CST, __ATOMIC_SEQ_CST)

Definition at line 457 of file HashJoinRuntime.cpp.

Referenced by get_matching_baseline_hash_slot_at().

#define load_cst

(

ptr

)

__atomic_load_n(ptr, __ATOMIC_SEQ_CST)

Definition at line 461 of file HashJoinRuntime.cpp.

Referenced by get_matching_baseline_hash_slot_at().

#define mapd_add	(		address,
			val
	)		__sync_fetch_and_add(address, val)

Definition at line 649 of file HashJoinRuntime.cpp.

Referenced by count_matches_baseline(), count_matches_impl(), count_matches_sharded(), fill_row_ids_baseline(), fill_row_ids_for_window_framing_impl(), fill_row_ids_impl(), and fill_row_ids_sharded_impl().

#define mapd_cas	(		address,
			compare,
			val
	)		__sync_val_compare_and_swap(address, compare, val)

Definition at line 115 of file HashJoinRuntime.cpp.

Referenced by write_baseline_hash_slot(), and write_baseline_hash_slot_for_semi_join().

#define store_cst	(		ptr,
			val
	)		__atomic_store_n(ptr, val, __ATOMIC_SEQ_CST)

Definition at line 460 of file HashJoinRuntime.cpp.

Referenced by get_matching_baseline_hash_slot_at().

Function Documentation

void approximate_distinct_tuples	(	uint8_t *	hll_buffer_all_cpus,
		const uint32_t	b,
		const size_t	padded_size_bytes,
		const std::vector< JoinColumn > &	join_column_per_key,
		const std::vector< JoinColumnTypeInfo > &	type_info_per_key,
		const int	thread_count
	)

Definition at line 2246 of file HashJoinRuntime.cpp.

References approximate_distinct_tuples_impl(), threading_serial::async(), CHECK, and CHECK_EQ.

Referenced by BaselineJoinHashTable::approximateTupleCount().

                                                         {
  CHECK_EQ(join_column_per_key.size(), type_info_per_key.size());
  CHECK(!join_column_per_key.empty());

  std::vector<std::future<void>> approx_distinct_threads;
  for (int thread_idx = 0; thread_idx < thread_count; ++thread_idx) {
    approx_distinct_threads.push_back(std::async(
        std::launch::async,
        [&join_column_per_key,
         &type_info_per_key,
         b,
         hll_buffer_all_cpus,
         padded_size_bytes,
         thread_idx,
         thread_count] {
          auto hll_buffer = hll_buffer_all_cpus + thread_idx * padded_size_bytes;

          const auto key_handler = GenericKeyHandler(join_column_per_key.size(),
                                                     false,
                                                     &join_column_per_key[0],
                                                     &type_info_per_key[0],
                                                     nullptr,
                                                     nullptr);
          approximate_distinct_tuples_impl(hll_buffer,
                                           nullptr,
                                           b,
                                           join_column_per_key[0].num_elems,
                                           &key_handler,
                                           thread_idx,
                                           thread_count);
        }));
  }
  for (auto& child : approx_distinct_threads) {
    child.get();
  }
}

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void approximate_distinct_tuples_bbox_intersect	(	uint8_t *	hll_buffer_all_cpus,
		std::vector< int32_t > &	row_counts,
		const uint32_t	b,
		const size_t	padded_size_bytes,
		const std::vector< JoinColumn > &	join_column_per_key,
		const std::vector< JoinColumnTypeInfo > &	type_info_per_key,
		const std::vector< JoinBucketInfo > &	join_buckets_per_key,
		const int	thread_count
	)

Definition at line 2288 of file HashJoinRuntime.cpp.

References approximate_distinct_tuples_impl(), threading_serial::async(), CHECK, CHECK_EQ, and inclusive_scan().

Referenced by BoundingBoxIntersectJoinHashTable::approximateTupleCount().

                            {
  CHECK_EQ(join_column_per_key.size(), join_buckets_per_key.size());
  CHECK_EQ(join_column_per_key.size(), type_info_per_key.size());
  CHECK(!join_column_per_key.empty());

  std::vector<std::future<void>> approx_distinct_threads;
  for (int thread_idx = 0; thread_idx < thread_count; ++thread_idx) {
    approx_distinct_threads.push_back(std::async(
        std::launch::async,
        [&join_column_per_key,
         &join_buckets_per_key,
         &row_counts,
         b,
         hll_buffer_all_cpus,
         padded_size_bytes,
         thread_idx,
         thread_count] {
          auto hll_buffer = hll_buffer_all_cpus + thread_idx * padded_size_bytes;

          const auto key_handler = BoundingBoxIntersectKeyHandler(
              join_buckets_per_key[0].inverse_bucket_sizes_for_dimension.size(),
              &join_column_per_key[0],
              join_buckets_per_key[0].inverse_bucket_sizes_for_dimension.data());
          approximate_distinct_tuples_impl(hll_buffer,
                                           row_counts.data(),
                                           b,
                                           join_column_per_key[0].num_elems,
                                           &key_handler,
                                           thread_idx,
                                           thread_count);
        }));
  }
  for (auto& child : approx_distinct_threads) {
    child.get();
  }

  ::inclusive_scan(
      row_counts.begin(), row_counts.end(), row_counts.begin(), thread_count);
}

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template<typename KEY_HANDLER >

GLOBAL void SUFFIX() approximate_distinct_tuples_impl	(	uint8_t *	hll_buffer,
		int32_t *	row_count_buffer,
		const uint32_t	b,
		const int64_t	num_elems,
		const KEY_HANDLER *	f,
		const int32_t	cpu_thread_idx,
		const int32_t	cpu_thread_count
	)

Definition at line 1317 of file HashJoinRuntime.cpp.

References atomicMax(), g_maximum_conditions_to_coalesce, get_rank(), and MurmurHash64AImpl().

Referenced by approximate_distinct_tuples(), approximate_distinct_tuples_bbox_intersect(), and approximate_distinct_tuples_range().

  {
#ifdef __CUDACC__
  int32_t start = threadIdx.x + blockDim.x * blockIdx.x;
  int32_t step = blockDim.x * gridDim.x;
#else
  int32_t start = cpu_thread_idx;
  int32_t step = cpu_thread_count;
#endif

  auto key_buff_handler = [b, hll_buffer, row_count_buffer](
                              const int64_t entry_idx,
                              const int64_t* key_scratch_buff,
                              const size_t key_component_count) {
    if (row_count_buffer) {
      row_count_buffer[entry_idx] += 1;
    }

    const uint64_t hash =
        MurmurHash64AImpl(key_scratch_buff, key_component_count * sizeof(int64_t), 0);
    const uint32_t index = hash >> (64 - b);
    const auto rank = get_rank(hash << b, 64 - b);
#ifdef __CUDACC__
    atomicMax(reinterpret_cast<int32_t*>(hll_buffer) + index, rank);
#else
    hll_buffer[index] = std::max(hll_buffer[index], rank);
#endif

    return 0;
  };

  int64_t key_scratch_buff[g_maximum_conditions_to_coalesce];

  JoinColumnTuple cols(
      f->get_number_of_columns(), f->get_join_columns(), f->get_join_column_type_infos());
  for (auto& it : cols.slice(start, step)) {
    (*f)(it.join_column_iterators, key_scratch_buff, key_buff_handler);
  }
}

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void approximate_distinct_tuples_range	(	uint8_t *	hll_buffer_all_cpus,
		std::vector< int32_t > &	row_counts,
		const uint32_t	b,
		const size_t	padded_size_bytes,
		const std::vector< JoinColumn > &	join_column_per_key,
		const std::vector< JoinColumnTypeInfo > &	type_info_per_key,
		const std::vector< JoinBucketInfo > &	join_buckets_per_key,
		const bool	is_compressed,
		const int	thread_count
	)

Definition at line 2336 of file HashJoinRuntime.cpp.

References approximate_distinct_tuples_impl(), threading_serial::async(), CHECK, CHECK_EQ, and inclusive_scan().

Referenced by RangeJoinHashTable::approximateTupleCount().

                            {
  CHECK_EQ(join_column_per_key.size(), join_buckets_per_key.size());
  CHECK_EQ(join_column_per_key.size(), type_info_per_key.size());
  CHECK(!join_column_per_key.empty());

  std::vector<std::future<void>> approx_distinct_threads;
  for (int thread_idx = 0; thread_idx < thread_count; ++thread_idx) {
    approx_distinct_threads.push_back(std::async(
        std::launch::async,
        [&join_column_per_key,
         &join_buckets_per_key,
         &row_counts,
         b,
         hll_buffer_all_cpus,
         padded_size_bytes,
         thread_idx,
         is_compressed,
         thread_count] {
          auto hll_buffer = hll_buffer_all_cpus + thread_idx * padded_size_bytes;

          const auto key_handler = RangeKeyHandler(
              is_compressed,
              join_buckets_per_key[0].inverse_bucket_sizes_for_dimension.size(),
              &join_column_per_key[0],
              join_buckets_per_key[0].inverse_bucket_sizes_for_dimension.data());
          approximate_distinct_tuples_impl(hll_buffer,
                                           row_counts.data(),
                                           b,
                                           join_column_per_key[0].num_elems,
                                           &key_handler,
                                           thread_idx,
                                           thread_count);
        }));
  }
  for (auto& child : approx_distinct_threads) {
    child.get();
  }

  ::inclusive_scan(
      row_counts.begin(), row_counts.end(), row_counts.begin(), thread_count);
}

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int bbox_intersect_fill_baseline_hash_join_buff_32	(	int8_t *	hash_buff,
		const int64_t	entry_count,
		const int32_t	invalid_slot_val,
		const size_t	key_component_count,
		const bool	with_val_slot,
		const BoundingBoxIntersectKeyHandler *	key_handler,
		const int64_t	num_elems,
		const int32_t	cpu_thread_idx,
		const int32_t	cpu_thread_count
	)

Definition at line 1865 of file HashJoinRuntime.cpp.

Referenced by fill_baseline_hash_join_buff().

                                    {
  return fill_baseline_hash_join_buff<int32_t>(hash_buff,
                                               entry_count,
                                               invalid_slot_val,
                                               false,
                                               key_component_count,
                                               with_val_slot,
                                               key_handler,
                                               num_elems,
                                               cpu_thread_idx,
                                               cpu_thread_count);
}

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int bbox_intersect_fill_baseline_hash_join_buff_64	(	int8_t *	hash_buff,
		const int64_t	entry_count,
		const int32_t	invalid_slot_val,
		const size_t	key_component_count,
		const bool	with_val_slot,
		const BoundingBoxIntersectKeyHandler *	key_handler,
		const int64_t	num_elems,
		const int32_t	cpu_thread_idx,
		const int32_t	cpu_thread_count
	)

Definition at line 1930 of file HashJoinRuntime.cpp.

                                    {
  return fill_baseline_hash_join_buff<int64_t>(hash_buff,
                                               entry_count,
                                               invalid_slot_val,
                                               false,
                                               key_component_count,
                                               with_val_slot,
                                               key_handler,
                                               num_elems,
                                               cpu_thread_idx,
                                               cpu_thread_count);
}

template<size_t N>

GLOBAL void SUFFIX() compute_bucket_sizes_impl	(	double *	bucket_sizes_for_thread,
		const JoinColumn *	join_column,
		const JoinColumnTypeInfo *	type_info,
		const double *	bucket_size_thresholds,
		const int32_t	cpu_thread_idx,
		const int32_t	cpu_thread_count
	)

Definition at line 1387 of file HashJoinRuntime.cpp.

References atomicMin(), fixed_width_double_decode_noinline(), anonymous_namespace{Utm.h}::N, JoinColumnIterator::ptr(), and SUFFIX.

  {
#ifdef __CUDACC__
  int32_t start = threadIdx.x + blockDim.x * blockIdx.x;
  int32_t step = blockDim.x * gridDim.x;
#else
  int32_t start = cpu_thread_idx;
  int32_t step = cpu_thread_count;
#endif
  JoinColumnIterator it(join_column, type_info, start, step);
  for (; it; ++it) {
    // We expect the bounds column to be (min, max) e.g. (x_min, y_min, x_max, y_max)
    double bounds[2 * N];
    for (size_t j = 0; j < 2 * N; j++) {
      bounds[j] = SUFFIX(fixed_width_double_decode_noinline)(it.ptr(), j);
    }

    for (size_t j = 0; j < N; j++) {
      const auto diff = bounds[j + N] - bounds[j];
#ifdef __CUDACC__
      if (diff > bucket_size_thresholds[j]) {
        atomicMin(&bucket_sizes_for_thread[j], diff);
      }
#else
      if (diff < bucket_size_thresholds[j] && diff > bucket_sizes_for_thread[j]) {
        bucket_sizes_for_thread[j] = diff;
      }
#endif
    }
  }
}

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void compute_bucket_sizes_on_cpu	(	std::vector< double > &	bucket_sizes_for_dimension,
		const JoinColumn &	join_column,
		const JoinColumnTypeInfo &	type_info,
		const std::vector< double > &	bucket_size_thresholds,
		const int	thread_count
	)

Definition at line 2387 of file HashJoinRuntime.cpp.

References threading_serial::async().

Referenced by anonymous_namespace{BoundingBoxIntersectJoinHashTable.cpp}::compute_bucket_sizes().

                                                         {
  std::vector<std::vector<double>> bucket_sizes_for_threads;
  for (int thread_idx = 0; thread_idx < thread_count; ++thread_idx) {
    bucket_sizes_for_threads.emplace_back(bucket_sizes_for_dimension.size(), 0.0);
  }
  std::vector<std::future<void>> threads;
  for (int thread_idx = 0; thread_idx < thread_count; ++thread_idx) {
    threads.push_back(std::async(std::launch::async,
                                 compute_bucket_sizes_impl<2>,
                                 bucket_sizes_for_threads[thread_idx].data(),
                                 &join_column,
                                 &type_info,
                                 bucket_size_thresholds.data(),
                                 thread_idx,
                                 thread_count));
  }
  for (auto& child : threads) {
    child.get();
  }

  for (int thread_idx = 0; thread_idx < thread_count; ++thread_idx) {
    for (size_t i = 0; i < bucket_sizes_for_dimension.size(); i++) {
      if (bucket_sizes_for_threads[thread_idx][i] > bucket_sizes_for_dimension[i]) {
        bucket_sizes_for_dimension[i] = bucket_sizes_for_threads[thread_idx][i];
      }
    }
  }
}

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GLOBAL void SUFFIX() count_matches	(	int32_t *	count_buff,
		const JoinColumn	join_column,
		const JoinColumnTypeInfo	type_info,
		const int32_t *	sd_inner_to_outer_translation_map,
		const int32_t	min_inner_elem,
		const int32_t	cpu_thread_idx,
		const int32_t	cpu_thread_count
	)

Definition at line 701 of file HashJoinRuntime.cpp.

References count_matches_impl(), get_hash_slot(), and SUFFIX.

Referenced by fill_one_to_many_hash_table(), and fill_one_to_many_hash_table_on_device().

  {
  auto slot_sel = [&type_info](auto count_buff, auto elem) {
    return SUFFIX(get_hash_slot)(count_buff, elem, type_info.min_val);
  };
  count_matches_impl(count_buff,
                     join_column,
                     type_info
#ifndef __CUDACC__
                     ,
                     sd_inner_to_outer_translation_map,
                     min_inner_elem,
                     cpu_thread_idx,
                     cpu_thread_count
#endif
                     ,
                     slot_sel);
}

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template<typename T , typename KEY_HANDLER >

GLOBAL void SUFFIX() count_matches_baseline	(	int32_t *	count_buff,
		const T *	composite_key_dict,
		const int64_t	entry_count,
		const KEY_HANDLER *	f,
		const int64_t	num_elems,
		const int32_t	cpu_thread_idx,
		const int32_t	cpu_thread_count
	)

Definition at line 846 of file HashJoinRuntime.cpp.

References g_maximum_conditions_to_coalesce, get_matching_baseline_hash_slot_readonly(), mapd_add, SUFFIX, and heavydb.dtypes::T.

Referenced by fill_one_to_many_baseline_hash_table().

  {
#ifdef __CUDACC__
  int32_t start = threadIdx.x + blockDim.x * blockIdx.x;
  int32_t step = blockDim.x * gridDim.x;
#else
  int32_t start = cpu_thread_idx;
  int32_t step = cpu_thread_count;
#endif
#ifdef __CUDACC__
  assert(composite_key_dict);
#endif
  T key_scratch_buff[g_maximum_conditions_to_coalesce];
  const size_t key_size_in_bytes = f->get_key_component_count() * sizeof(T);
  auto key_buff_handler = [composite_key_dict,
                           entry_count,
                           count_buff,
                           key_size_in_bytes](const int64_t row_entry_idx,
                                              const T* key_scratch_buff,
                                              const size_t key_component_count) {
    const auto matching_group =
        SUFFIX(get_matching_baseline_hash_slot_readonly)(key_scratch_buff,
                                                         key_component_count,
                                                         composite_key_dict,
                                                         entry_count,
                                                         key_size_in_bytes);
    const auto entry_idx = (matching_group - composite_key_dict) / key_component_count;
    mapd_add(&count_buff[entry_idx], int32_t(1));
    return 0;
  };

  JoinColumnTuple cols(
      f->get_number_of_columns(), f->get_join_columns(), f->get_join_column_type_infos());
  for (auto& it : cols.slice(start, step)) {
    (*f)(it.join_column_iterators, key_scratch_buff, key_buff_handler);
  }
}

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GLOBAL void SUFFIX() count_matches_bucketized	(	int32_t *	count_buff,
		const JoinColumn	join_column,
		const JoinColumnTypeInfo	type_info,
		const int32_t *	sd_inner_to_outer_translation_map,
		const int32_t	min_inner_elem,
		const int32_t	cpu_thread_idx,
		const int32_t	cpu_thread_count,
		const int64_t	bucket_normalization
	)

Definition at line 729 of file HashJoinRuntime.cpp.

References count_matches_impl(), get_bucketized_hash_slot(), and SUFFIX.

Referenced by fill_one_to_many_hash_table_bucketized(), and fill_one_to_many_hash_table_on_device_bucketized().

                                        {
  auto slot_sel = [bucket_normalization, &type_info](auto count_buff, auto elem) {
    return SUFFIX(get_bucketized_hash_slot)(count_buff,
                                            elem,
                                            type_info.min_val / bucket_normalization,
                                            type_info.translated_null_val,
                                            bucket_normalization);
  };
  count_matches_impl(count_buff,
                     join_column,
                     type_info
#ifndef __CUDACC__
                     ,
                     sd_inner_to_outer_translation_map,
                     min_inner_elem,
                     cpu_thread_idx,
                     cpu_thread_count
#endif
                     ,
                     slot_sel);
}

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template<typename SLOT_SELECTOR >

DEVICE void count_matches_impl	(	int32_t *	count_buff,
		const JoinColumn	join_column,
		const JoinColumnTypeInfo	type_info,
		const int32_t *	sd_inner_to_outer_translation_map,
		const int32_t	min_inner_elem,
		const int32_t	cpu_thread_idx,
		const int32_t	cpu_thread_count,
		SLOT_SELECTOR	slot_selector
	)

Definition at line 653 of file HashJoinRuntime.cpp.

References StringDictionary::INVALID_STR_ID, anonymous_namespace{HashJoinRuntime.cpp}::map_str_id_to_outer_dict(), and mapd_add.

Referenced by count_matches(), and count_matches_bucketized().

                                                            {
#ifdef __CUDACC__
  int32_t start = threadIdx.x + blockDim.x * blockIdx.x;
  int32_t step = blockDim.x * gridDim.x;
#else
  int32_t start = cpu_thread_idx;
  int32_t step = cpu_thread_count;
#endif
  JoinColumnTyped col{&join_column, &type_info};
  for (auto item : col.slice(start, step)) {
    int64_t elem = item.element;
    if (elem == type_info.null_val) {
      if (type_info.uses_bw_eq) {
        elem = type_info.translated_null_val;
      } else {
        continue;
      }
    }
#ifndef __CUDACC__
    if (sd_inner_to_outer_translation_map &&
        (!type_info.uses_bw_eq || elem != type_info.translated_null_val)) {
      const auto outer_id = map_str_id_to_outer_dict(elem,
                                                     min_inner_elem,
                                                     type_info.min_val,
                                                     type_info.max_val,
                                                     sd_inner_to_outer_translation_map);
      if (outer_id == StringDictionary::INVALID_STR_ID) {
        continue;
      }
      elem = outer_id;
    }
#endif
    auto* entry_ptr = slot_selector(count_buff, elem);
    mapd_add(entry_ptr, int32_t(1));
  }
}

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GLOBAL void SUFFIX() count_matches_sharded	(	int32_t *	count_buff,
		const JoinColumn	join_column,
		const JoinColumnTypeInfo	type_info,
		const ShardInfo	shard_info,
		const int32_t *	sd_inner_to_outer_translation_map,
		const int32_t	min_inner_elem,
		const int32_t	cpu_thread_idx,
		const int32_t	cpu_thread_count
	)

Definition at line 763 of file HashJoinRuntime.cpp.

References get_hash_slot_sharded(), StringDictionary::INVALID_STR_ID, anonymous_namespace{HashJoinRuntime.cpp}::map_str_id_to_outer_dict(), mapd_add, and SUFFIX.

Referenced by fill_one_to_many_hash_table_on_device_sharded(), and fill_one_to_many_hash_table_sharded().

  {
#ifdef __CUDACC__
  int32_t start = threadIdx.x + blockDim.x * blockIdx.x;
  int32_t step = blockDim.x * gridDim.x;
#else
  int32_t start = cpu_thread_idx;
  int32_t step = cpu_thread_count;
#endif
  JoinColumnTyped col{&join_column, &type_info};
  for (auto item : col.slice(start, step)) {
    int64_t elem = item.element;
    if (elem == type_info.null_val) {
      if (type_info.uses_bw_eq) {
        elem = type_info.translated_null_val;
      } else {
        continue;
      }
    }
#ifndef __CUDACC__
    if (sd_inner_to_outer_translation_map &&
        (!type_info.uses_bw_eq || elem != type_info.translated_null_val)) {
      const auto outer_id = map_str_id_to_outer_dict(elem,
                                                     min_inner_elem,
                                                     type_info.min_val,
                                                     type_info.max_val,
                                                     sd_inner_to_outer_translation_map);
      if (outer_id == StringDictionary::INVALID_STR_ID) {
        continue;
      }
      elem = outer_id;
    }
#endif
    int32_t* entry_ptr = SUFFIX(get_hash_slot_sharded)(count_buff,
                                                       elem,
                                                       type_info.min_val,
                                                       shard_info.entry_count_per_shard,
                                                       shard_info.num_shards,
                                                       shard_info.device_count);
    mapd_add(entry_ptr, int32_t(1));
  }
}

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template<typename T , typename FILL_HANDLER >

DEVICE int SUFFIX() fill_baseline_hash_join_buff	(	int8_t *	hash_buff,
		const int64_t	entry_count,
		const int32_t	invalid_slot_val,
		const bool	for_semi_join,
		const size_t	key_component_count,
		const bool	with_val_slot,
		const FILL_HANDLER *	f,
		const int64_t	num_elems,
		const int32_t	cpu_thread_idx,
		const int32_t	cpu_thread_count
	)

Definition at line 575 of file HashJoinRuntime.cpp.

References g_maximum_conditions_to_coalesce, and heavydb.dtypes::T.

                                                                                {
#ifdef __CUDACC__
  int32_t start = threadIdx.x + blockDim.x * blockIdx.x;
  int32_t step = blockDim.x * gridDim.x;
#else
  int32_t start = cpu_thread_idx;
  int32_t step = cpu_thread_count;
#endif

  T key_scratch_buff[g_maximum_conditions_to_coalesce];
  const size_t key_size_in_bytes = key_component_count * sizeof(T);
  const size_t hash_entry_size =
      (key_component_count + (with_val_slot ? 1 : 0)) * sizeof(T);
  auto key_buff_handler = [hash_buff,
                           entry_count,
                           with_val_slot,
                           invalid_slot_val,
                           key_size_in_bytes,
                           hash_entry_size,
                           &for_semi_join](const int64_t entry_idx,
                                           const T* key_scratch_buffer,
                                           const size_t key_component_count) {
    if (for_semi_join) {
      return write_baseline_hash_slot_for_semi_join<T>(entry_idx,
                                                       hash_buff,
                                                       entry_count,
                                                       key_scratch_buffer,
                                                       key_component_count,
                                                       with_val_slot,
                                                       invalid_slot_val,
                                                       key_size_in_bytes,
                                                       hash_entry_size);
    } else {
      return write_baseline_hash_slot<T>(entry_idx,
                                         hash_buff,
                                         entry_count,
                                         key_scratch_buffer,
                                         key_component_count,
                                         with_val_slot,
                                         invalid_slot_val,
                                         key_size_in_bytes,
                                         hash_entry_size);
    }
  };

  JoinColumnTuple cols(
      f->get_number_of_columns(), f->get_join_columns(), f->get_join_column_type_infos());
  for (auto& it : cols.slice(start, step)) {
    const auto err = (*f)(it.join_column_iterators, key_scratch_buff, key_buff_handler);
    if (err) {
      return err;
    }
  }
  return 0;
}

int fill_baseline_hash_join_buff_32	(	int8_t *	hash_buff,
		const int64_t	entry_count,
		const int32_t	invalid_slot_val,
		const bool	for_semi_join,
		const size_t	key_component_count,
		const bool	with_val_slot,
		const GenericKeyHandler *	key_handler,
		const int64_t	num_elems,
		const int32_t	cpu_thread_idx,
		const int32_t	cpu_thread_count
	)

Definition at line 1843 of file HashJoinRuntime.cpp.

Referenced by fill_baseline_hash_join_buff().

                                                                    {
  return fill_baseline_hash_join_buff<int32_t>(hash_buff,
                                               entry_count,
                                               invalid_slot_val,
                                               for_semi_join,
                                               key_component_count,
                                               with_val_slot,
                                               key_handler,
                                               num_elems,
                                               cpu_thread_idx,
                                               cpu_thread_count);
}

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int fill_baseline_hash_join_buff_64	(	int8_t *	hash_buff,
		const int64_t	entry_count,
		const int32_t	invalid_slot_val,
		const bool	for_semi_join,
		const size_t	key_component_count,
		const bool	with_val_slot,
		const GenericKeyHandler *	key_handler,
		const int64_t	num_elems,
		const int32_t	cpu_thread_idx,
		const int32_t	cpu_thread_count
	)

Definition at line 1908 of file HashJoinRuntime.cpp.

                                                                    {
  return fill_baseline_hash_join_buff<int64_t>(hash_buff,
                                               entry_count,
                                               invalid_slot_val,
                                               for_semi_join,
                                               key_component_count,
                                               with_val_slot,
                                               key_handler,
                                               num_elems,
                                               cpu_thread_idx,
                                               cpu_thread_count);
}

DEVICE int SUFFIX() fill_hash_join_buff	(	OneToOnePerfectJoinHashTableFillFuncArgs const	args,
		const int32_t	cpu_thread_idx,
		const int32_t	cpu_thread_count
	)

Definition at line 202 of file HashJoinRuntime.cpp.

References fill_hash_join_buff_impl(), fill_hashtable_for_semi_join(), fill_one_to_one_hashtable(), get_hash_slot(), and SUFFIX.

Referenced by fill_hash_join_buff_wrapper(), and PerfectJoinHashTableBuilder::initOneToOneHashTableOnCpu().

                                    {
  auto filling_func = args.for_semi_join ? SUFFIX(fill_hashtable_for_semi_join)
                                         : SUFFIX(fill_one_to_one_hashtable);
  auto hashtable_filling_func = [&](auto elem, size_t index) {
    auto entry_ptr = SUFFIX(get_hash_slot)(args.buff, elem, args.type_info.min_val);
    return filling_func(index, entry_ptr, args.invalid_slot_val);
  };

  return fill_hash_join_buff_impl(
      args, cpu_thread_idx, cpu_thread_count, hashtable_filling_func);
}

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DEVICE int SUFFIX() fill_hash_join_buff_bitwise_eq	(	OneToOnePerfectJoinHashTableFillFuncArgs const	args,
		int32_t const	cpu_thread_idx,
		int32_t const	cpu_thread_count
	)

Definition at line 186 of file HashJoinRuntime.cpp.

References fill_hash_join_buff_impl(), fill_hashtable_for_semi_join(), fill_one_to_one_hashtable(), get_hash_slot_bitwise_eq(), and SUFFIX.

Referenced by fill_hash_join_buff_wrapper(), and PerfectJoinHashTableBuilder::initOneToOneHashTableOnCpu().

                                    {
  auto filling_func = args.for_semi_join ? SUFFIX(fill_hashtable_for_semi_join)
                                         : SUFFIX(fill_one_to_one_hashtable);
  auto hashtable_filling_func = [&](auto elem, size_t index) {
    auto entry_ptr = SUFFIX(get_hash_slot_bitwise_eq)(
        args.buff, elem, args.type_info.min_val, args.type_info.translated_null_val);
    return filling_func(index, entry_ptr, args.invalid_slot_val);
  };

  return fill_hash_join_buff_impl(
      args, cpu_thread_idx, cpu_thread_count, hashtable_filling_func);
}

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DEVICE int SUFFIX() fill_hash_join_buff_bucketized	(	OneToOnePerfectJoinHashTableFillFuncArgs const	args,
		int32_t const	cpu_thread_idx,
		int32_t const	cpu_thread_count
	)

Definition at line 166 of file HashJoinRuntime.cpp.

References fill_hash_join_buff_impl(), fill_hashtable_for_semi_join(), fill_one_to_one_hashtable(), get_bucketized_hash_slot(), and SUFFIX.

Referenced by fill_hash_join_buff_bucketized_wrapper(), and PerfectJoinHashTableBuilder::initOneToOneHashTableOnCpu().

                                    {
  auto filling_func = args.for_semi_join ? SUFFIX(fill_hashtable_for_semi_join)
                                         : SUFFIX(fill_one_to_one_hashtable);
  auto hashtable_filling_func = [&](auto elem, size_t index) {
    auto entry_ptr = SUFFIX(get_bucketized_hash_slot)(
        args.buff,
        elem,
        args.type_info.min_val / args.bucket_normalization,
        args.type_info.translated_null_val,
        args.bucket_normalization);
    return filling_func(index, entry_ptr, args.invalid_slot_val);
  };

  return fill_hash_join_buff_impl(
      args, cpu_thread_idx, cpu_thread_count, hashtable_filling_func);
}

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template<typename HASHTABLE_FILLING_FUNC >

DEVICE auto fill_hash_join_buff_impl	(	OneToOnePerfectJoinHashTableFillFuncArgs const	args,
		const int32_t	cpu_thread_idx,
		const int32_t	cpu_thread_count,
		HASHTABLE_FILLING_FUNC	filling_func
	)

Definition at line 119 of file HashJoinRuntime.cpp.

References StringDictionary::INVALID_STR_ID, OneToOnePerfectJoinHashTableFillFuncArgs::join_column, anonymous_namespace{HashJoinRuntime.cpp}::map_str_id_to_outer_dict(), OneToOnePerfectJoinHashTableFillFuncArgs::min_inner_elem, OneToOnePerfectJoinHashTableFillFuncArgs::sd_inner_to_outer_translation_map, and OneToOnePerfectJoinHashTableFillFuncArgs::type_info.

Referenced by fill_hash_join_buff(), fill_hash_join_buff_bitwise_eq(), and fill_hash_join_buff_bucketized().

                                                                          {
#ifdef __CUDACC__
  int32_t start = threadIdx.x + blockDim.x * blockIdx.x;
  int32_t step = blockDim.x * gridDim.x;
#else
  int32_t start = cpu_thread_idx;
  int32_t step = cpu_thread_count;
#endif
  auto const join_column = args.join_column;
  auto const type_info = args.type_info;
  JoinColumnTyped col{&join_column, &type_info};
  for (auto item : col.slice(start, step)) {
    const size_t index = item.index;
    int64_t elem = item.element;
    if (elem == type_info.null_val) {
      if (type_info.uses_bw_eq) {
        elem = type_info.translated_null_val;
      } else {
        continue;
      }
    }
#ifndef __CUDACC__
    auto const sd_inner_to_outer_translation_map = args.sd_inner_to_outer_translation_map;
    auto const min_inner_elem = args.min_inner_elem;
    if (sd_inner_to_outer_translation_map &&
        (!type_info.uses_bw_eq || elem != type_info.translated_null_val)) {
      const auto outer_id = map_str_id_to_outer_dict(elem,
                                                     min_inner_elem,
                                                     type_info.min_val,
                                                     type_info.max_val,
                                                     sd_inner_to_outer_translation_map);
      if (outer_id == StringDictionary::INVALID_STR_ID) {
        continue;
      }
      elem = outer_id;
    }
#endif
    if (filling_func(elem, index)) {
      return -1;
    }
  }
  return 0;
};

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DEVICE int SUFFIX() fill_hash_join_buff_sharded	(	int32_t *	buff,
		const int32_t	invalid_slot_val,
		const bool	for_semi_join,
		const JoinColumn	join_column,
		const JoinColumnTypeInfo	type_info,
		const ShardInfo	shard_info,
		const int32_t *	sd_inner_to_outer_translation_map,
		const int32_t	min_inner_elem,
		const int32_t	cpu_thread_idx,
		const int32_t	cpu_thread_count
	)

Definition at line 310 of file HashJoinRuntime.cpp.

References fill_hash_join_buff_sharded_impl(), fill_hashtable_for_semi_join(), fill_one_to_one_hashtable(), get_hash_slot_sharded_opt(), and SUFFIX.

Referenced by fill_hash_join_buff_wrapper_sharded().

                                    {
  auto filling_func = for_semi_join ? SUFFIX(fill_hashtable_for_semi_join)
                                    : SUFFIX(fill_one_to_one_hashtable);
  auto hashtable_filling_func = [&](auto elem, auto shard, size_t index) {
    auto entry_ptr = SUFFIX(get_hash_slot_sharded_opt)(buff,
                                                       elem,
                                                       type_info.min_val,
                                                       shard_info.entry_count_per_shard,
                                                       shard,
                                                       shard_info.num_shards,
                                                       shard_info.device_count);
    return filling_func(index, entry_ptr, invalid_slot_val);
  };

  return fill_hash_join_buff_sharded_impl(buff,
                                          join_column,
                                          type_info,
                                          shard_info,
                                          sd_inner_to_outer_translation_map,
                                          min_inner_elem,
                                          cpu_thread_idx,
                                          cpu_thread_count,
                                          hashtable_filling_func);
}

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DEVICE int SUFFIX() fill_hash_join_buff_sharded_bucketized	(	int32_t *	buff,
		const int32_t	invalid_slot_val,
		const bool	for_semi_join,
		const JoinColumn	join_column,
		const JoinColumnTypeInfo	type_info,
		const ShardInfo	shard_info,
		const int32_t *	sd_inner_to_outer_translation_map,
		const int32_t	min_inner_elem,
		const int32_t	cpu_thread_idx,
		const int32_t	cpu_thread_count,
		const int64_t	bucket_normalization
	)

Definition at line 271 of file HashJoinRuntime.cpp.

References fill_hash_join_buff_sharded_impl(), fill_hashtable_for_semi_join(), fill_one_to_one_hashtable(), get_bucketized_hash_slot_sharded_opt(), and SUFFIX.

Referenced by fill_hash_join_buff_wrapper_sharded_bucketized().

                                        {
  auto filling_func = for_semi_join ? SUFFIX(fill_hashtable_for_semi_join)
                                    : SUFFIX(fill_one_to_one_hashtable);
  auto hashtable_filling_func = [&](auto elem, auto shard, size_t index) {
    auto entry_ptr = SUFFIX(get_bucketized_hash_slot_sharded_opt)(
        buff,
        elem,
        type_info.min_val / bucket_normalization,
        type_info.translated_null_val,
        shard_info.entry_count_per_shard,
        shard,
        shard_info.num_shards,
        shard_info.device_count,
        bucket_normalization);
    return filling_func(index, entry_ptr, invalid_slot_val);
  };

  return fill_hash_join_buff_sharded_impl(buff,
                                          join_column,
                                          type_info,
                                          shard_info,
                                          sd_inner_to_outer_translation_map,
                                          min_inner_elem,
                                          cpu_thread_idx,
                                          cpu_thread_count,
                                          hashtable_filling_func);
}

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template<typename HASHTABLE_FILLING_FUNC >

DEVICE int fill_hash_join_buff_sharded_impl	(	int32_t *	buff,
		const JoinColumn	join_column,
		const JoinColumnTypeInfo	type_info,
		const ShardInfo	shard_info,
		const int32_t *	sd_inner_to_outer_translation_map,
		const int32_t	min_inner_elem,
		const int32_t	cpu_thread_idx,
		const int32_t	cpu_thread_count,
		HASHTABLE_FILLING_FUNC	filling_func
	)

Definition at line 218 of file HashJoinRuntime.cpp.

References StringDictionary::INVALID_STR_ID, anonymous_namespace{HashJoinRuntime.cpp}::map_str_id_to_outer_dict(), JoinColumnTypeInfo::max_val, JoinColumnTypeInfo::min_val, JoinColumnTypeInfo::null_val, ShardInfo::num_shards, ShardInfo::shard, SHARD_FOR_KEY, JoinColumnTypeInfo::translated_null_val, and JoinColumnTypeInfo::uses_bw_eq.

Referenced by fill_hash_join_buff_sharded(), and fill_hash_join_buff_sharded_bucketized().

                                         {
#ifdef __CUDACC__
  int32_t start = threadIdx.x + blockDim.x * blockIdx.x;
  int32_t step = blockDim.x * gridDim.x;
#else
  int32_t start = cpu_thread_idx;
  int32_t step = cpu_thread_count;
#endif
  JoinColumnTyped col{&join_column, &type_info};
  for (auto item : col.slice(start, step)) {
    const size_t index = item.index;
    int64_t elem = item.element;
    size_t shard = SHARD_FOR_KEY(elem, shard_info.num_shards);
    if (shard != shard_info.shard) {
      continue;
    }
    if (elem == type_info.null_val) {
      if (type_info.uses_bw_eq) {
        elem = type_info.translated_null_val;
      } else {
        continue;
      }
    }
#ifndef __CUDACC__
    if (sd_inner_to_outer_translation_map &&
        (!type_info.uses_bw_eq || elem != type_info.translated_null_val)) {
      const auto outer_id = map_str_id_to_outer_dict(elem,
                                                     min_inner_elem,
                                                     type_info.min_val,
                                                     type_info.max_val,
                                                     sd_inner_to_outer_translation_map);
      if (outer_id == StringDictionary::INVALID_STR_ID) {
        continue;
      }
      elem = outer_id;
    }
#endif
    if (filling_func(elem, shard, index)) {
      return -1;
    }
  }
  return 0;
}

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template<typename T >

void fill_one_to_many_baseline_hash_table	(	int32_t *	buff,
		const T *	composite_key_dict,
		const int64_t	hash_entry_count,
		const size_t	key_component_count,
		const std::vector< JoinColumn > &	join_column_per_key,
		const std::vector< JoinColumnTypeInfo > &	type_info_per_key,
		const std::vector< JoinBucketInfo > &	join_buckets_per_key,
		const std::vector< const int32_t * > &	sd_inner_to_outer_translation_maps,
		const std::vector< int32_t > &	sd_min_inner_elems,
		const size_t	cpu_thread_count,
		const bool	is_range_join,
		const bool	is_geo_compressed,
		const bool	for_window_framing
	)

Definition at line 1974 of file HashJoinRuntime.cpp.

References threading_serial::async(), CHECK_GT, count_matches_baseline(), fill_row_ids_baseline(), inclusive_scan(), and SUFFIX.

                                   {
  int32_t* pos_buff = buff;
  int32_t* count_buff = buff + hash_entry_count;
  memset(count_buff, 0, hash_entry_count * sizeof(int32_t));
  std::vector<std::future<void>> counter_threads;
  for (size_t cpu_thread_idx = 0; cpu_thread_idx < cpu_thread_count; ++cpu_thread_idx) {
    if (is_range_join) {
      counter_threads.push_back(std::async(
          std::launch::async,
          [count_buff,
           composite_key_dict,
           &hash_entry_count,
           &join_buckets_per_key,
           &join_column_per_key,
           &is_geo_compressed,
           cpu_thread_idx,
           cpu_thread_count] {
            const auto key_handler = RangeKeyHandler(
                is_geo_compressed,
                join_buckets_per_key[0].inverse_bucket_sizes_for_dimension.size(),
                &join_column_per_key[0],
                join_buckets_per_key[0].inverse_bucket_sizes_for_dimension.data());
            count_matches_baseline(count_buff,
                                   composite_key_dict,
                                   hash_entry_count,
                                   &key_handler,
                                   join_column_per_key[0].num_elems,
                                   cpu_thread_idx,
                                   cpu_thread_count);
          }));
    } else if (join_buckets_per_key.size() > 0) {
      counter_threads.push_back(std::async(
          std::launch::async,
          [count_buff,
           composite_key_dict,
           &hash_entry_count,
           &join_buckets_per_key,
           &join_column_per_key,
           cpu_thread_idx,
           cpu_thread_count] {
            const auto key_handler = BoundingBoxIntersectKeyHandler(
                join_buckets_per_key[0].inverse_bucket_sizes_for_dimension.size(),
                &join_column_per_key[0],
                join_buckets_per_key[0].inverse_bucket_sizes_for_dimension.data());
            count_matches_baseline(count_buff,
                                   composite_key_dict,
                                   hash_entry_count,
                                   &key_handler,
                                   join_column_per_key[0].num_elems,
                                   cpu_thread_idx,
                                   cpu_thread_count);
          }));
    } else {
      counter_threads.push_back(
          std::async(std::launch::async,
                     [count_buff,
                      composite_key_dict,
                      &key_component_count,
                      &hash_entry_count,
                      &join_column_per_key,
                      &type_info_per_key,
                      &sd_inner_to_outer_translation_maps,
                      &sd_min_inner_elems,
                      cpu_thread_idx,
                      cpu_thread_count] {
                       const auto key_handler =
                           GenericKeyHandler(key_component_count,
                                             true,
                                             &join_column_per_key[0],
                                             &type_info_per_key[0],
                                             &sd_inner_to_outer_translation_maps[0],
                                             &sd_min_inner_elems[0]);
                       count_matches_baseline(count_buff,
                                              composite_key_dict,
                                              hash_entry_count,
                                              &key_handler,
                                              join_column_per_key[0].num_elems,
                                              cpu_thread_idx,
                                              cpu_thread_count);
                     }));
    }
  }

  for (auto& child : counter_threads) {
    child.get();
  }

  std::vector<int32_t> count_copy(hash_entry_count, 0);
  CHECK_GT(hash_entry_count, int64_t(0));
  memcpy(&count_copy[1], count_buff, (hash_entry_count - 1) * sizeof(int32_t));
  ::inclusive_scan(
      count_copy.begin(), count_copy.end(), count_copy.begin(), cpu_thread_count);
  std::vector<std::future<void>> pos_threads;
  for (size_t cpu_thread_idx = 0; cpu_thread_idx < cpu_thread_count; ++cpu_thread_idx) {
    pos_threads.push_back(std::async(
        std::launch::async,
        [&](const int thread_idx) {
          for (int64_t i = thread_idx; i < hash_entry_count; i += cpu_thread_count) {
            if (count_buff[i]) {
              pos_buff[i] = count_copy[i];
            }
          }
        },
        cpu_thread_idx));
  }
  for (auto& child : pos_threads) {
    child.get();
  }

  memset(count_buff, 0, hash_entry_count * sizeof(int32_t));
  std::vector<std::future<void>> rowid_threads;
  for (size_t cpu_thread_idx = 0; cpu_thread_idx < cpu_thread_count; ++cpu_thread_idx) {
    if (is_range_join) {
      rowid_threads.push_back(std::async(
          std::launch::async,
          [buff,
           composite_key_dict,
           hash_entry_count,
           &join_column_per_key,
           &join_buckets_per_key,
           &is_geo_compressed,
           cpu_thread_idx,
           cpu_thread_count] {
            const auto key_handler = RangeKeyHandler(
                is_geo_compressed,
                join_buckets_per_key[0].inverse_bucket_sizes_for_dimension.size(),
                &join_column_per_key[0],
                join_buckets_per_key[0].inverse_bucket_sizes_for_dimension.data());
            SUFFIX(fill_row_ids_baseline)
            (buff,
             composite_key_dict,
             hash_entry_count,
             &key_handler,
             join_column_per_key[0].num_elems,
             false,
             cpu_thread_idx,
             cpu_thread_count);
          }));
    } else if (join_buckets_per_key.size() > 0) {
      rowid_threads.push_back(std::async(
          std::launch::async,
          [buff,
           composite_key_dict,
           hash_entry_count,
           &join_column_per_key,
           &join_buckets_per_key,
           for_window_framing,
           cpu_thread_idx,
           cpu_thread_count] {
            const auto key_handler = BoundingBoxIntersectKeyHandler(
                join_buckets_per_key[0].inverse_bucket_sizes_for_dimension.size(),
                &join_column_per_key[0],
                join_buckets_per_key[0].inverse_bucket_sizes_for_dimension.data());
            SUFFIX(fill_row_ids_baseline)
            (buff,
             composite_key_dict,
             hash_entry_count,
             &key_handler,
             join_column_per_key[0].num_elems,
             for_window_framing,
             cpu_thread_idx,
             cpu_thread_count);
          }));
    } else {
      rowid_threads.push_back(std::async(std::launch::async,
                                         [buff,
                                          composite_key_dict,
                                          hash_entry_count,
                                          key_component_count,
                                          &join_column_per_key,
                                          &type_info_per_key,
                                          &sd_inner_to_outer_translation_maps,
                                          &sd_min_inner_elems,
                                          for_window_framing,
                                          cpu_thread_idx,
                                          cpu_thread_count] {
                                           const auto key_handler = GenericKeyHandler(
                                               key_component_count,
                                               true,
                                               &join_column_per_key[0],
                                               &type_info_per_key[0],
                                               &sd_inner_to_outer_translation_maps[0],
                                               &sd_min_inner_elems[0]);
                                           SUFFIX(fill_row_ids_baseline)
                                           (buff,
                                            composite_key_dict,
                                            hash_entry_count,
                                            &key_handler,
                                            join_column_per_key[0].num_elems,
                                            for_window_framing,
                                            cpu_thread_idx,
                                            cpu_thread_count);
                                         }));
    }
  }

  for (auto& child : rowid_threads) {
    child.get();
  }
}

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void fill_one_to_many_baseline_hash_table_32	(	int32_t *	buff,
		const int32_t *	composite_key_dict,
		const int64_t	hash_entry_count,
		const size_t	key_component_count,
		const std::vector< JoinColumn > &	join_column_per_key,
		const std::vector< JoinColumnTypeInfo > &	type_info_per_key,
		const std::vector< JoinBucketInfo > &	join_bucket_info,
		const std::vector< const int32_t * > &	sd_inner_to_outer_translation_maps,
		const std::vector< int32_t > &	sd_min_inner_elems,
		const int32_t	cpu_thread_count,
		const bool	is_range_join,
		const bool	is_geo_compressed,
		const bool	for_window_framing
	)

Definition at line 2188 of file HashJoinRuntime.cpp.

Referenced by BaselineJoinHashTableBuilder::initHashTableOnCpu().

                                   {
  fill_one_to_many_baseline_hash_table<int32_t>(buff,
                                                composite_key_dict,
                                                hash_entry_count,
                                                key_component_count,
                                                join_column_per_key,
                                                type_info_per_key,
                                                join_bucket_info,
                                                sd_inner_to_outer_translation_maps,
                                                sd_min_inner_elems,
                                                cpu_thread_count,
                                                is_range_join,
                                                is_geo_compressed,
                                                for_window_framing);
}

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void fill_one_to_many_baseline_hash_table_64	(	int32_t *	buff,
		const int64_t *	composite_key_dict,
		const int64_t	hash_entry_count,
		const size_t	key_component_count,
		const std::vector< JoinColumn > &	join_column_per_key,
		const std::vector< JoinColumnTypeInfo > &	type_info_per_key,
		const std::vector< JoinBucketInfo > &	join_bucket_info,
		const std::vector< const int32_t * > &	sd_inner_to_outer_translation_maps,
		const std::vector< int32_t > &	sd_min_inner_elems,
		const int32_t	cpu_thread_count,
		const bool	is_range_join,
		const bool	is_geo_compressed,
		const bool	for_window_framing
	)

Definition at line 2217 of file HashJoinRuntime.cpp.

Referenced by BaselineJoinHashTableBuilder::initHashTableOnCpu().

                                   {
  fill_one_to_many_baseline_hash_table<int64_t>(buff,
                                                composite_key_dict,
                                                hash_entry_count,
                                                key_component_count,
                                                join_column_per_key,
                                                type_info_per_key,
                                                join_bucket_info,
                                                sd_inner_to_outer_translation_maps,
                                                sd_min_inner_elems,
                                                cpu_thread_count,
                                                is_range_join,
                                                is_geo_compressed,
                                                for_window_framing);
}

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void fill_one_to_many_hash_table	(	OneToManyPerfectJoinHashTableFillFuncArgs const	args,
		const int32_t	cpu_thread_count
	)

Definition at line 1563 of file HashJoinRuntime.cpp.

References run_benchmark_import::args, OneToManyPerfectJoinHashTableFillFuncArgs::buff, count_matches(), DEBUG_TIMER, fill_one_to_many_hash_table_impl(), fill_row_ids(), OneToManyPerfectJoinHashTableFillFuncArgs::for_window_framing, OneToManyPerfectJoinHashTableFillFuncArgs::hash_entry_info, OneToManyPerfectJoinHashTableFillFuncArgs::join_column, OneToManyPerfectJoinHashTableFillFuncArgs::min_inner_elem, OneToManyPerfectJoinHashTableFillFuncArgs::sd_inner_to_outer_translation_map, SUFFIX, and OneToManyPerfectJoinHashTableFillFuncArgs::type_info.

Referenced by PerfectJoinHashTableBuilder::initOneToManyHashTableOnCpu().

                                                                 {
  auto timer = DEBUG_TIMER(__func__);
  auto const buff = args.buff;
  auto const hash_entry_info = args.hash_entry_info;
  auto launch_count_matches = [count_buff =
                                   buff + hash_entry_info.bucketized_hash_entry_count,
                               &args](auto cpu_thread_idx, auto cpu_thread_count) {
    SUFFIX(count_matches)
    (count_buff,
     args.join_column,
     args.type_info,
     args.sd_inner_to_outer_translation_map,
     args.min_inner_elem,
     cpu_thread_idx,
     cpu_thread_count);
  };
  auto launch_fill_row_ids =
      [hash_entry_count = hash_entry_info.bucketized_hash_entry_count, buff, args](
          auto cpu_thread_idx, auto cpu_thread_count) {
        SUFFIX(fill_row_ids)
        (buff,
         hash_entry_count,
         args.join_column,
         args.type_info,
         args.for_window_framing,
         args.sd_inner_to_outer_translation_map,
         args.min_inner_elem,
         cpu_thread_idx,
         cpu_thread_count);
      };

  fill_one_to_many_hash_table_impl(buff,
                                   hash_entry_info.bucketized_hash_entry_count,
                                   args.join_column,
                                   args.type_info,
                                   args.sd_inner_to_outer_translation_map,
                                   args.min_inner_elem,
                                   cpu_thread_count,
                                   args.for_window_framing,
                                   launch_count_matches,
                                   launch_fill_row_ids);
}

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void fill_one_to_many_hash_table_bucketized	(	OneToManyPerfectJoinHashTableFillFuncArgs const	args,
		const int32_t	cpu_thread_count
	)

Definition at line 1607 of file HashJoinRuntime.cpp.

References run_benchmark_import::args, BucketizedHashEntryInfo::bucket_normalization, OneToManyPerfectJoinHashTableFillFuncArgs::buff, count_matches_bucketized(), DEBUG_TIMER, fill_one_to_many_hash_table_impl(), fill_row_ids_bucketized(), OneToManyPerfectJoinHashTableFillFuncArgs::hash_entry_info, OneToManyPerfectJoinHashTableFillFuncArgs::join_column, OneToManyPerfectJoinHashTableFillFuncArgs::min_inner_elem, OneToManyPerfectJoinHashTableFillFuncArgs::sd_inner_to_outer_translation_map, SUFFIX, and OneToManyPerfectJoinHashTableFillFuncArgs::type_info.

Referenced by PerfectJoinHashTableBuilder::initOneToManyHashTableOnCpu().

                                    {
  auto timer = DEBUG_TIMER(__func__);
  auto const buff = args.buff;
  auto const hash_entry_info = args.hash_entry_info;
  auto bucket_normalization = hash_entry_info.bucket_normalization;
  auto hash_entry_count = hash_entry_info.getNormalizedHashEntryCount();
  auto launch_count_matches = [bucket_normalization,
                               count_buff = buff + hash_entry_count,
                               &args](auto cpu_thread_idx, auto cpu_thread_count) {
    SUFFIX(count_matches_bucketized)
    (count_buff,
     args.join_column,
     args.type_info,
     args.sd_inner_to_outer_translation_map,
     args.min_inner_elem,
     cpu_thread_idx,
     cpu_thread_count,
     bucket_normalization);
  };
  auto launch_fill_row_ids = [bucket_normalization, hash_entry_count, buff, args](
                                 auto cpu_thread_idx, auto cpu_thread_count) {
    SUFFIX(fill_row_ids_bucketized)
    (buff,
     hash_entry_count,
     args.join_column,
     args.type_info,
     args.sd_inner_to_outer_translation_map,
     args.min_inner_elem,
     cpu_thread_idx,
     cpu_thread_count,
     bucket_normalization);
  };

  fill_one_to_many_hash_table_impl(buff,
                                   hash_entry_count,
                                   args.join_column,
                                   args.type_info,
                                   args.sd_inner_to_outer_translation_map,
                                   args.min_inner_elem,
                                   cpu_thread_count,
                                   false,
                                   launch_count_matches,
                                   launch_fill_row_ids);
}

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template<typename COUNT_MATCHES_LAUNCH_FUNCTOR , typename FILL_ROW_IDS_LAUNCH_FUNCTOR >

void fill_one_to_many_hash_table_impl	(	int32_t *	buff,
		const int64_t	hash_entry_count,
		const JoinColumn &	join_column,
		const JoinColumnTypeInfo &	type_info,
		const int32_t *	sd_inner_to_outer_translation_map,
		const int32_t	min_inner_elem,
		const int32_t	cpu_thread_count,
		const bool	for_window_framing,
		COUNT_MATCHES_LAUNCH_FUNCTOR	count_matches_func,
		FILL_ROW_IDS_LAUNCH_FUNCTOR	fill_row_ids_func
	)

Definition at line 1502 of file HashJoinRuntime.cpp.

References threading_serial::async(), CHECK_GT, DEBUG_TIMER, and inclusive_scan().

Referenced by fill_one_to_many_hash_table(), and fill_one_to_many_hash_table_bucketized().

                                                                                     {
  auto timer = DEBUG_TIMER(__func__);
  int32_t* pos_buff = buff;
  int32_t* count_buff = buff + hash_entry_count;
  memset(count_buff, 0, hash_entry_count * sizeof(int32_t));
  std::vector<std::future<void>> counter_threads;
  for (int32_t cpu_thread_idx = 0; cpu_thread_idx < cpu_thread_count; ++cpu_thread_idx) {
    counter_threads.push_back(std::async(
        std::launch::async, count_matches_func, cpu_thread_idx, cpu_thread_count));
  }

  for (auto& child : counter_threads) {
    child.get();
  }

  std::vector<int32_t> count_copy(hash_entry_count, 0);
  CHECK_GT(hash_entry_count, int64_t(0));
  memcpy(count_copy.data() + 1, count_buff, (hash_entry_count - 1) * sizeof(int32_t));
#if HAVE_CUDA
  thrust::inclusive_scan(count_copy.begin(), count_copy.end(), count_copy.begin());
#else
  ::inclusive_scan(
      count_copy.begin(), count_copy.end(), count_copy.begin(), cpu_thread_count);
#endif
  std::vector<std::future<void>> pos_threads;
  for (int32_t cpu_thread_idx = 0; cpu_thread_idx < cpu_thread_count; ++cpu_thread_idx) {
    pos_threads.push_back(std::async(
        std::launch::async,
        [&](size_t thread_idx) {
          for (int64_t i = thread_idx; i < hash_entry_count; i += cpu_thread_count) {
            if (count_buff[i]) {
              pos_buff[i] = count_copy[i];
            }
          }
        },
        cpu_thread_idx));
  }
  for (auto& child : pos_threads) {
    child.get();
  }
  memset(count_buff, 0, hash_entry_count * sizeof(int32_t));
  std::vector<std::future<void>> rowid_threads;
  for (int32_t cpu_thread_idx = 0; cpu_thread_idx < cpu_thread_count; ++cpu_thread_idx) {
    rowid_threads.push_back(std::async(
        std::launch::async, fill_row_ids_func, cpu_thread_idx, cpu_thread_count));
  }

  for (auto& child : rowid_threads) {
    child.get();
  }
}

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void fill_one_to_many_hash_table_sharded	(	int32_t *	buff,
		const int64_t	hash_entry_count,
		const JoinColumn &	join_column,
		const JoinColumnTypeInfo &	type_info,
		const ShardInfo &	shard_info,
		const int32_t *	sd_inner_to_outer_translation_map,
		const int32_t	min_inner_elem,
		const int32_t	cpu_thread_count
	)

Definition at line 1714 of file HashJoinRuntime.cpp.

References count_matches_sharded(), fill_one_to_many_hash_table_sharded_impl(), fill_row_ids_sharded(), and SUFFIX.

                                                                         {
  auto launch_count_matches = [count_buff = buff + hash_entry_count,
                               &join_column,
                               &type_info,
                               &shard_info
#ifndef __CUDACC__
                               ,
                               sd_inner_to_outer_translation_map,
                               min_inner_elem
#endif
  ](auto cpu_thread_idx, auto cpu_thread_count) {
    return SUFFIX(count_matches_sharded)(count_buff,
                                         join_column,
                                         type_info,
                                         shard_info
#ifndef __CUDACC__
                                         ,
                                         sd_inner_to_outer_translation_map,
                                         min_inner_elem,
                                         cpu_thread_idx,
                                         cpu_thread_count
#endif
    );
  };

  auto launch_fill_row_ids = [buff,
                              hash_entry_count,
                              &join_column,
                              &type_info,
                              &shard_info
#ifndef __CUDACC__
                              ,
                              sd_inner_to_outer_translation_map,
                              min_inner_elem
#endif
  ](auto cpu_thread_idx, auto cpu_thread_count) {
    return SUFFIX(fill_row_ids_sharded)(buff,
                                        hash_entry_count,
                                        join_column,
                                        type_info,
                                        shard_info
#ifndef __CUDACC__
                                        ,
                                        sd_inner_to_outer_translation_map,
                                        min_inner_elem,
                                        cpu_thread_idx,
                                        cpu_thread_count);
#endif
  };

  fill_one_to_many_hash_table_sharded_impl(buff,
                                           hash_entry_count,
                                           join_column,
                                           type_info,
                                           shard_info
#ifndef __CUDACC__
                                           ,
                                           sd_inner_to_outer_translation_map,
                                           min_inner_elem,
                                           cpu_thread_count
#endif
                                           ,
                                           launch_count_matches,
                                           launch_fill_row_ids);
}

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template<typename COUNT_MATCHES_LAUNCH_FUNCTOR , typename FILL_ROW_IDS_LAUNCH_FUNCTOR >

void fill_one_to_many_hash_table_sharded_impl	(	int32_t *	buff,
		const int64_t	hash_entry_count,
		const JoinColumn &	join_column,
		const JoinColumnTypeInfo &	type_info,
		const ShardInfo &	shard_info,
		const int32_t *	sd_inner_to_outer_translation_map,
		const int32_t	min_inner_elem,
		const int32_t	cpu_thread_count,
		COUNT_MATCHES_LAUNCH_FUNCTOR	count_matches_launcher,
		FILL_ROW_IDS_LAUNCH_FUNCTOR	fill_row_ids_launcher
	)

Definition at line 1655 of file HashJoinRuntime.cpp.

References threading_serial::async(), CHECK_GT, DEBUG_TIMER, and inclusive_scan().

Referenced by fill_one_to_many_hash_table_sharded().

                                                       {
  auto timer = DEBUG_TIMER(__func__);
  int32_t* pos_buff = buff;
  int32_t* count_buff = buff + hash_entry_count;
  memset(count_buff, 0, hash_entry_count * sizeof(int32_t));
  std::vector<std::future<void>> counter_threads;
  for (int32_t cpu_thread_idx = 0; cpu_thread_idx < cpu_thread_count; ++cpu_thread_idx) {
    counter_threads.push_back(std::async(
        std::launch::async, count_matches_launcher, cpu_thread_idx, cpu_thread_count));
  }

  for (auto& child : counter_threads) {
    child.get();
  }

  std::vector<int32_t> count_copy(hash_entry_count, 0);
  CHECK_GT(hash_entry_count, int64_t(0));
  memcpy(&count_copy[1], count_buff, (hash_entry_count - 1) * sizeof(int32_t));
  ::inclusive_scan(
      count_copy.begin(), count_copy.end(), count_copy.begin(), cpu_thread_count);
  std::vector<std::future<void>> pos_threads;
  for (int32_t cpu_thread_idx = 0; cpu_thread_idx < cpu_thread_count; ++cpu_thread_idx) {
    pos_threads.push_back(std::async(
        std::launch::async,
        [&](const int32_t thread_idx) {
          for (int64_t i = thread_idx; i < hash_entry_count; i += cpu_thread_count) {
            if (count_buff[i]) {
              pos_buff[i] = count_copy[i];
            }
          }
        },
        cpu_thread_idx));
  }
  for (auto& child : pos_threads) {
    child.get();
  }

  memset(count_buff, 0, hash_entry_count * sizeof(int32_t));
  std::vector<std::future<void>> rowid_threads;
  for (int32_t cpu_thread_idx = 0; cpu_thread_idx < cpu_thread_count; ++cpu_thread_idx) {
    rowid_threads.push_back(std::async(
        std::launch::async, fill_row_ids_launcher, cpu_thread_idx, cpu_thread_count));
  }

  for (auto& child : rowid_threads) {
    child.get();
  }
}

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GLOBAL void SUFFIX() fill_row_ids	(	int32_t *	buff,
		const int64_t	hash_entry_count,
		const JoinColumn	join_column,
		const JoinColumnTypeInfo	type_info,
		const bool	for_window_framing,
		const int32_t *	sd_inner_to_outer_translation_map,
		const int32_t	min_inner_elem,
		const int32_t	cpu_thread_idx,
		const int32_t	cpu_thread_count
	)

Definition at line 1026 of file HashJoinRuntime.cpp.

References fill_row_ids_for_window_framing_impl(), fill_row_ids_impl(), get_hash_slot(), and SUFFIX.

Referenced by fill_one_to_many_hash_table(), and fill_one_to_many_hash_table_on_device().

  {
  auto slot_sel = [&type_info](auto pos_buff, auto elem) {
    return SUFFIX(get_hash_slot)(pos_buff, elem, type_info.min_val);
  };

  if (!for_window_framing) {
    fill_row_ids_impl(buff,
                      hash_entry_count,
                      join_column,
                      type_info
#ifndef __CUDACC__
                      ,
                      sd_inner_to_outer_translation_map,
                      min_inner_elem,
                      cpu_thread_idx,
                      cpu_thread_count
#endif
                      ,
                      slot_sel);
  } else {
    fill_row_ids_for_window_framing_impl(buff,
                                         hash_entry_count,
                                         join_column,
                                         type_info
#ifndef __CUDACC__
                                         ,
                                         sd_inner_to_outer_translation_map,
                                         min_inner_elem,
                                         cpu_thread_idx,
                                         cpu_thread_count
#endif
                                         ,
                                         slot_sel);
  }
}

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template<typename T , typename KEY_HANDLER >

GLOBAL void SUFFIX() fill_row_ids_baseline	(	int32_t *	buff,
		const T *	composite_key_dict,
		const int64_t	hash_entry_count,
		const KEY_HANDLER *	f,
		const int64_t	num_elems,
		const bool	for_window_framing,
		const int32_t	cpu_thread_idx,
		const int32_t	cpu_thread_count
	)

Definition at line 1250 of file HashJoinRuntime.cpp.

References g_maximum_conditions_to_coalesce, get_matching_baseline_hash_slot_readonly(), mapd_add, SUFFIX, and heavydb.dtypes::T.

Referenced by fill_one_to_many_baseline_hash_table().

  {
  int32_t* pos_buff = buff;
  int32_t* count_buff = buff + hash_entry_count;
  int32_t* id_buff = count_buff + hash_entry_count;
  int32_t* reversed_id_buff = for_window_framing ? id_buff + num_elems : nullptr;
#ifdef __CUDACC__
  int32_t start = threadIdx.x + blockDim.x * blockIdx.x;
  int32_t step = blockDim.x * gridDim.x;
#else
  int32_t start = cpu_thread_idx;
  int32_t step = cpu_thread_count;
#endif

  T key_scratch_buff[g_maximum_conditions_to_coalesce];
#ifdef __CUDACC__
  assert(composite_key_dict);
#endif
  const size_t key_size_in_bytes = f->get_key_component_count() * sizeof(T);
  auto key_buff_handler = [composite_key_dict,
                           hash_entry_count,
                           pos_buff,
                           count_buff,
                           id_buff,
                           reversed_id_buff,
                           key_size_in_bytes,
                           for_window_framing](const int64_t row_index,
                                               const T* key_scratch_buff,
                                               const size_t key_component_count) {
    const T* matching_group =
        SUFFIX(get_matching_baseline_hash_slot_readonly)(key_scratch_buff,
                                                         key_component_count,
                                                         composite_key_dict,
                                                         hash_entry_count,
                                                         key_size_in_bytes);
    const auto entry_idx = (matching_group - composite_key_dict) / key_component_count;
    int32_t* pos_ptr = pos_buff + entry_idx;
    const auto bin_idx = pos_ptr - pos_buff;
    const auto id_buff_idx = mapd_add(count_buff + bin_idx, 1) + *pos_ptr;
    id_buff[id_buff_idx] = static_cast<int32_t>(row_index);
    if (for_window_framing) {
      reversed_id_buff[row_index] = id_buff_idx;
    }
    return 0;
  };

  JoinColumnTuple cols(
      f->get_number_of_columns(), f->get_join_columns(), f->get_join_column_type_infos());
  for (auto& it : cols.slice(start, step)) {
    (*f)(it.join_column_iterators, key_scratch_buff, key_buff_handler);
  }
  return;
}

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GLOBAL void SUFFIX() fill_row_ids_bucketized	(	int32_t *	buff,
		const int64_t	hash_entry_count,
		const JoinColumn	join_column,
		const JoinColumnTypeInfo	type_info,
		const int32_t *	sd_inner_to_outer_translation_map,
		const int32_t	min_inner_elem,
		const int32_t	cpu_thread_idx,
		const int32_t	cpu_thread_count,
		const int64_t	bucket_normalization
	)

Definition at line 1074 of file HashJoinRuntime.cpp.

References fill_row_ids_impl(), get_bucketized_hash_slot(), and SUFFIX.

Referenced by fill_one_to_many_hash_table_bucketized(), and fill_one_to_many_hash_table_on_device_bucketized().

                                        {
  auto slot_sel = [&type_info, bucket_normalization](auto pos_buff, auto elem) {
    return SUFFIX(get_bucketized_hash_slot)(pos_buff,
                                            elem,
                                            type_info.min_val / bucket_normalization,
                                            type_info.translated_null_val,
                                            bucket_normalization);
  };

  fill_row_ids_impl(buff,
                    hash_entry_count,
                    join_column,
                    type_info
#ifndef __CUDACC__
                    ,
                    sd_inner_to_outer_translation_map,
                    min_inner_elem,
                    cpu_thread_idx,
                    cpu_thread_count
#endif
                    ,
                    slot_sel);
}

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template<typename SLOT_SELECTOR >

DEVICE void fill_row_ids_for_window_framing_impl	(	int32_t *	buff,
		const int64_t	hash_entry_count,
		const JoinColumn	join_column,
		const JoinColumnTypeInfo	type_info,
		const int32_t *	sd_inner_to_outer_translation_map,
		const int32_t	min_inner_elem,
		const int32_t	cpu_thread_idx,
		const int32_t	cpu_thread_count,
		SLOT_SELECTOR	slot_selector
	)

Definition at line 950 of file HashJoinRuntime.cpp.

References StringDictionary::INVALID_STR_ID, anonymous_namespace{HashJoinRuntime.cpp}::map_str_id_to_outer_dict(), mapd_add, and JoinColumn::num_elems.

Referenced by fill_row_ids().

                                 {
  int32_t* pos_buff = buff;
  int32_t* count_buff = buff + hash_entry_count;
  int32_t* id_buff = count_buff + hash_entry_count;
  int32_t* reversed_id_buff = id_buff + join_column.num_elems;
#ifdef __CUDACC__
  int32_t start = threadIdx.x + blockDim.x * blockIdx.x;
  int32_t step = blockDim.x * gridDim.x;
#else
  int32_t start = cpu_thread_idx;
  int32_t step = cpu_thread_count;

#endif
  if (join_column.num_elems == 0) {
    return;
  }
  JoinColumnTyped col{&join_column, &type_info};
  bool all_nulls = hash_entry_count == 1 && type_info.min_val == 0 &&
                   type_info.max_val == -1 &&
                   (*col.begin()).element == type_info.null_val;
  if (all_nulls) {
    int32_t thread_idx = -1;
#ifdef __CUDACC__
    thread_idx = threadIdx.x;
#else
    thread_idx = cpu_thread_idx;
#endif
    if (thread_idx == 0) {
      pos_buff[0] = 0;
      count_buff[0] = join_column.num_elems - 1;
      for (size_t i = 0; i < join_column.num_elems; i++) {
        reversed_id_buff[i] = i;
      }
    }
    return;
  }
  for (auto item : col.slice(start, step)) {
    const size_t index = item.index;
    int64_t elem = item.element;
    if (elem == type_info.null_val) {
      elem = type_info.translated_null_val;
    }
#ifndef __CUDACC__
    if (sd_inner_to_outer_translation_map && elem != type_info.translated_null_val) {
      const auto outer_id = map_str_id_to_outer_dict(elem,
                                                     min_inner_elem,
                                                     type_info.min_val,
                                                     type_info.max_val,
                                                     sd_inner_to_outer_translation_map);
      if (outer_id == StringDictionary::INVALID_STR_ID) {
        continue;
      }
      elem = outer_id;
    }
#endif
    auto pos_ptr = slot_selector(pos_buff, elem);
    const auto bin_idx = pos_ptr - pos_buff;
    auto id_buff_idx = mapd_add(count_buff + bin_idx, 1) + *pos_ptr;
    id_buff[id_buff_idx] = static_cast<int32_t>(index);
    reversed_id_buff[index] = id_buff_idx;
  }
}

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template<typename SLOT_SELECTOR >

DEVICE void fill_row_ids_impl	(	int32_t *	buff,
		const int64_t	hash_entry_count,
		const JoinColumn	join_column,
		const JoinColumnTypeInfo	type_info,
		const int32_t *	sd_inner_to_outer_translation_map,
		const int32_t	min_inner_elem,
		const int32_t	cpu_thread_idx,
		const int32_t	cpu_thread_count,
		SLOT_SELECTOR	slot_selector
	)

Definition at line 894 of file HashJoinRuntime.cpp.

References StringDictionary::INVALID_STR_ID, anonymous_namespace{HashJoinRuntime.cpp}::map_str_id_to_outer_dict(), and mapd_add.

Referenced by fill_row_ids(), fill_row_ids_bucketized(), fill_row_ids_sharded(), and fill_row_ids_sharded_bucketized().

                                                           {
  int32_t* pos_buff = buff;
  int32_t* count_buff = buff + hash_entry_count;
  int32_t* id_buff = count_buff + hash_entry_count;
#ifdef __CUDACC__
  int32_t start = threadIdx.x + blockDim.x * blockIdx.x;
  int32_t step = blockDim.x * gridDim.x;
#else
  int32_t start = cpu_thread_idx;
  int32_t step = cpu_thread_count;
#endif
  JoinColumnTyped col{&join_column, &type_info};
  for (auto item : col.slice(start, step)) {
    const size_t index = item.index;
    int64_t elem = item.element;
    if (elem == type_info.null_val) {
      if (type_info.uses_bw_eq) {
        elem = type_info.translated_null_val;
      } else {
        continue;
      }
    }
#ifndef __CUDACC__
    if (sd_inner_to_outer_translation_map &&
        (!type_info.uses_bw_eq || elem != type_info.translated_null_val)) {
      const auto outer_id = map_str_id_to_outer_dict(elem,
                                                     min_inner_elem,
                                                     type_info.min_val,
                                                     type_info.max_val,
                                                     sd_inner_to_outer_translation_map);
      if (outer_id == StringDictionary::INVALID_STR_ID) {
        continue;
      }
      elem = outer_id;
    }
#endif
    auto pos_ptr = slot_selector(pos_buff, elem);
    const auto bin_idx = pos_ptr - pos_buff;
    const auto id_buff_idx = mapd_add(count_buff + bin_idx, 1) + *pos_ptr;
    id_buff[id_buff_idx] = static_cast<int32_t>(index);
  }
}

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GLOBAL void SUFFIX() fill_row_ids_sharded	(	int32_t *	buff,
		const int64_t	hash_entry_count,
		const JoinColumn	join_column,
		const JoinColumnTypeInfo	type_info,
		const ShardInfo	shard_info,
		const int32_t *	sd_inner_to_outer_translation_map,
		const int32_t	min_inner_elem,
		const int32_t	cpu_thread_idx,
		const int32_t	cpu_thread_count
	)

Definition at line 1170 of file HashJoinRuntime.cpp.

References fill_row_ids_impl(), get_hash_slot_sharded(), and SUFFIX.

Referenced by fill_one_to_many_hash_table_on_device_sharded(), and fill_one_to_many_hash_table_sharded().

  {
  auto slot_sel = [&type_info, &shard_info](auto pos_buff, auto elem) {
    return SUFFIX(get_hash_slot_sharded)(pos_buff,
                                         elem,
                                         type_info.min_val,
                                         shard_info.entry_count_per_shard,
                                         shard_info.num_shards,
                                         shard_info.device_count);
  };
  fill_row_ids_impl(buff,
                    hash_entry_count,
                    join_column,
                    type_info
#ifndef __CUDACC__
                    ,
                    sd_inner_to_outer_translation_map,
                    min_inner_elem,
                    cpu_thread_idx,
                    cpu_thread_count
#endif
                    ,
                    slot_sel);
}

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GLOBAL void SUFFIX() fill_row_ids_sharded_bucketized	(	int32_t *	buff,
		const int64_t	hash_entry_count,
		const JoinColumn	join_column,
		const JoinColumnTypeInfo	type_info,
		const ShardInfo	shard_info,
		const int32_t *	sd_inner_to_outer_translation_map,
		const int32_t	min_inner_elem,
		const int32_t	cpu_thread_idx,
		const int32_t	cpu_thread_count,
		const int64_t	bucket_normalization
	)

Definition at line 1206 of file HashJoinRuntime.cpp.

References fill_row_ids_impl(), get_bucketized_hash_slot_sharded(), and SUFFIX.

                                        {
  auto slot_sel = [&shard_info, &type_info, bucket_normalization](auto pos_buff,
                                                                  auto elem) {
    return SUFFIX(get_bucketized_hash_slot_sharded)(
        pos_buff,
        elem,
        type_info.min_val / bucket_normalization,
        type_info.translated_null_val,
        shard_info.entry_count_per_shard,
        shard_info.num_shards,
        shard_info.device_count,
        bucket_normalization);
  };

  fill_row_ids_impl(buff,
                    hash_entry_count,
                    join_column,
                    type_info
#ifndef __CUDACC__
                    ,
                    sd_inner_to_outer_translation_map,
                    min_inner_elem,
                    cpu_thread_idx,
                    cpu_thread_count
#endif
                    ,
                    slot_sel);
}

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template<typename SLOT_SELECTOR >

DEVICE void fill_row_ids_sharded_impl	(	int32_t *	buff,
		const int64_t	hash_entry_count,
		const JoinColumn	join_column,
		const JoinColumnTypeInfo	type_info,
		const ShardInfo	shard_info,
		const int32_t *	sd_inner_to_outer_translation_map,
		const int32_t	min_inner_elem,
		const int32_t	cpu_thread_idx,
		const int32_t	cpu_thread_count,
		SLOT_SELECTOR	slot_selector
	)

Definition at line 1112 of file HashJoinRuntime.cpp.

References StringDictionary::INVALID_STR_ID, anonymous_namespace{HashJoinRuntime.cpp}::map_str_id_to_outer_dict(), mapd_add, JoinColumnTypeInfo::max_val, JoinColumnTypeInfo::min_val, JoinColumnTypeInfo::null_val, JoinColumnTypeInfo::translated_null_val, and JoinColumnTypeInfo::uses_bw_eq.

                                                                   {

  int32_t* pos_buff = buff;
  int32_t* count_buff = buff + hash_entry_count;
  int32_t* id_buff = count_buff + hash_entry_count;

#ifdef __CUDACC__
  int32_t start = threadIdx.x + blockDim.x * blockIdx.x;
  int32_t step = blockDim.x * gridDim.x;
#else
  int32_t start = cpu_thread_idx;
  int32_t step = cpu_thread_count;
#endif
  JoinColumnTyped col{&join_column, &type_info};
  for (auto item : col.slice(start, step)) {
    const size_t index = item.index;
    int64_t elem = item.element;
    if (elem == type_info.null_val) {
      if (type_info.uses_bw_eq) {
        elem = type_info.translated_null_val;
      } else {
        continue;
      }
    }
#ifndef __CUDACC__
    if (sd_inner_to_outer_translation_map &&
        (!type_info.uses_bw_eq || elem != type_info.translated_null_val)) {
      const auto outer_id = map_str_id_to_outer_dict(elem,
                                                     min_inner_elem,
                                                     type_info.min_val,
                                                     type_info.max_val,
                                                     sd_inner_to_outer_translation_map);
      if (outer_id == StringDictionary::INVALID_STR_ID) {
        continue;
      }
      elem = outer_id;
    }
#endif
    auto* pos_ptr = slot_selector(pos_buff, elem);
    const auto bin_idx = pos_ptr - pos_buff;
    const auto id_buff_idx = mapd_add(count_buff + bin_idx, 1) + *pos_ptr;
    id_buff[id_buff_idx] = static_cast<int32_t>(index);
  }
}

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template<typename T >

T* get_matching_baseline_hash_slot_at	(	int8_t *	hash_buff,
		const uint32_t	h,
		const T *	key,
		const size_t	key_component_count,
		const int64_t	hash_entry_size
	)

Definition at line 465 of file HashJoinRuntime.cpp.

References cas_cst, get_invalid_key(), load_cst, store_cst, SUFFIX, heavydb.dtypes::T, and UNLIKELY.

Referenced by write_baseline_hash_slot(), and write_baseline_hash_slot_for_semi_join().

                                                                     {
  uint32_t off = h * hash_entry_size;
  auto row_ptr = reinterpret_cast<T*>(hash_buff + off);
  T empty_key = SUFFIX(get_invalid_key)<T>();
  T write_pending = SUFFIX(get_invalid_key)<T>() - 1;
  if (UNLIKELY(*key == write_pending)) {
    // Address the singularity case where the first column contains the pending
    // write special value. Should never happen, but avoid doing wrong things.
    return nullptr;
  }
  const bool success = cas_cst(row_ptr, &empty_key, write_pending);
  if (success) {
    if (key_component_count > 1) {
      memcpy(row_ptr + 1, key + 1, (key_component_count - 1) * sizeof(T));
    }
    store_cst(row_ptr, *key);
    return reinterpret_cast<T*>(row_ptr + key_component_count);
  }
  while (load_cst(row_ptr) == write_pending) {
    // spin until the winning thread has finished writing the entire key
  }
  for (size_t i = 0; i < key_component_count; ++i) {
    if (load_cst(row_ptr + i) != key[i]) {
      return nullptr;
    }
  }
  return reinterpret_cast<T*>(row_ptr + key_component_count);
}

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template<typename T >

DEVICE NEVER_INLINE const T* SUFFIX() get_matching_baseline_hash_slot_readonly	(	const T *	key,
		const size_t	key_component_count,
		const T *	composite_key_dict,
		const int64_t	entry_count,
		const size_t	key_size_in_bytes
	)

Definition at line 818 of file HashJoinRuntime.cpp.

References CHECK, keys_are_equal(), and MurmurHash1Impl().

Referenced by count_matches_baseline(), and fill_row_ids_baseline().

                                    {
  const uint32_t h = MurmurHash1Impl(key, key_size_in_bytes, 0) % entry_count;
  uint32_t off = h * key_component_count;
  if (keys_are_equal(&composite_key_dict[off], key, key_component_count)) {
    return &composite_key_dict[off];
  }
  uint32_t h_probe = (h + 1) % entry_count;
  while (h_probe != h) {
    off = h_probe * key_component_count;
    if (keys_are_equal(&composite_key_dict[off], key, key_component_count)) {
      return &composite_key_dict[off];
    }
    h_probe = (h_probe + 1) % entry_count;
  }
#ifndef __CUDACC__
  CHECK(false);
#else
  assert(false);
#endif
  return nullptr;
}

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template<typename InputIterator , typename OutputIterator >

void inclusive_scan	(	InputIterator	first,
		InputIterator	last,
		OutputIterator	out,
		const size_t	thread_count
	)

Definition at line 1430 of file HashJoinRuntime.cpp.

References threading_serial::async(), and gpu_enabled::partial_sum().

Referenced by approximate_distinct_tuples_bbox_intersect(), approximate_distinct_tuples_on_device_bbox_intersect(), approximate_distinct_tuples_on_device_range(), approximate_distinct_tuples_range(), fill_one_to_many_baseline_hash_table(), fill_one_to_many_baseline_hash_table_on_device(), fill_one_to_many_hash_table_impl(), fill_one_to_many_hash_table_on_device_impl(), fill_one_to_many_hash_table_on_device_sharded(), fill_one_to_many_hash_table_sharded_impl(), and gpu_enabled::partial_sum().

                                               {
  using ElementType = typename InputIterator::value_type;
  using OffsetType = typename InputIterator::difference_type;
  const OffsetType elem_count = last - first;
  if (elem_count < 10000 || thread_count <= 1) {
    ElementType sum = 0;
    for (auto iter = first; iter != last; ++iter, ++out) {
      *out = sum += *iter;
    }
    return;
  }

  const OffsetType step = (elem_count + thread_count - 1) / thread_count;
  OffsetType start_off = 0;
  OffsetType end_off = std::min(step, elem_count);
  std::vector<ElementType> partial_sums(thread_count);
  std::vector<std::future<void>> counter_threads;
  for (size_t thread_idx = 0; thread_idx < thread_count; ++thread_idx,
              start_off = std::min(start_off + step, elem_count),
              end_off = std::min(start_off + step, elem_count)) {
    counter_threads.push_back(std::async(
        std::launch::async,
        [first, out](
            ElementType& partial_sum, const OffsetType start, const OffsetType end) {
          ElementType sum = 0;
          for (auto in_iter = first + start, out_iter = out + start;
               in_iter != (first + end);
               ++in_iter, ++out_iter) {
            *out_iter = sum += *in_iter;
          }
          partial_sum = sum;
        },
        std::ref(partial_sums[thread_idx]),
        start_off,
        end_off));
  }
  for (auto& child : counter_threads) {
    child.get();
  }

  ElementType sum = 0;
  for (auto& s : partial_sums) {
    s += sum;
    sum = s;
  }

  counter_threads.clear();
  start_off = std::min(step, elem_count);
  end_off = std::min(start_off + step, elem_count);
  for (size_t thread_idx = 0; thread_idx < thread_count - 1; ++thread_idx,
              start_off = std::min(start_off + step, elem_count),
              end_off = std::min(start_off + step, elem_count)) {
    counter_threads.push_back(std::async(
        std::launch::async,
        [out](const ElementType prev_sum, const OffsetType start, const OffsetType end) {
          for (auto iter = out + start; iter != (out + end); ++iter) {
            *iter += prev_sum;
          }
        },
        partial_sums[thread_idx],
        start_off,
        end_off));
  }
  for (auto& child : counter_threads) {
    child.get();
  }
}

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template<typename T >

DEVICE void SUFFIX() init_baseline_hash_join_buff	(	int8_t *	hash_buff,
		const int64_t	entry_count,
		const size_t	key_component_count,
		const bool	with_val_slot,
		const int32_t	invalid_slot_val,
		const int32_t	cpu_thread_idx,
		const int32_t	cpu_thread_count
	)

Definition at line 346 of file HashJoinRuntime.cpp.

References get_invalid_key(), SUFFIX, and heavydb.dtypes::T.

Referenced by init_baseline_hash_join_buff_wrapper().

                                                                                 {
#ifdef __CUDACC__
  int32_t start = threadIdx.x + blockDim.x * blockIdx.x;
  int32_t step = blockDim.x * gridDim.x;
#else
  int32_t start = cpu_thread_idx;
  int32_t step = cpu_thread_count;
#endif
  auto hash_entry_size = (key_component_count + (with_val_slot ? 1 : 0)) * sizeof(T);
  const T empty_key = SUFFIX(get_invalid_key)<T>();
  for (int64_t h = start; h < entry_count; h += step) {
    int64_t off = h * hash_entry_size;
    auto row_ptr = reinterpret_cast<T*>(hash_buff + off);
    for (size_t i = 0; i < key_component_count; ++i) {
      row_ptr[i] = empty_key;
    }
    if (with_val_slot) {
      row_ptr[key_component_count] = invalid_slot_val;
    }
  }
}

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void init_baseline_hash_join_buff_32	(	int8_t *	hash_join_buff,
		const int64_t	entry_count,
		const size_t	key_component_count,
		const bool	with_val_slot,
		const int32_t	invalid_slot_val,
		const int32_t	cpu_thread_idx,
		const int32_t	cpu_thread_count
	)

Definition at line 1787 of file HashJoinRuntime.cpp.

Referenced by BaselineJoinHashTableBuilder::initHashTableOnCpu().

                                                                     {
  init_baseline_hash_join_buff<int32_t>(hash_join_buff,
                                        entry_count,
                                        key_component_count,
                                        with_val_slot,
                                        invalid_slot_val,
                                        cpu_thread_idx,
                                        cpu_thread_count);
}

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void init_baseline_hash_join_buff_64	(	int8_t *	hash_join_buff,
		const int64_t	entry_count,
		const size_t	key_component_count,
		const bool	with_val_slot,
		const int32_t	invalid_slot_val,
		const int32_t	cpu_thread_idx,
		const int32_t	cpu_thread_count
	)

Definition at line 1803 of file HashJoinRuntime.cpp.

Referenced by BaselineJoinHashTableBuilder::initHashTableOnCpu().

                                                                     {
  init_baseline_hash_join_buff<int64_t>(hash_join_buff,
                                        entry_count,
                                        key_component_count,
                                        with_val_slot,
                                        invalid_slot_val,
                                        cpu_thread_idx,
                                        cpu_thread_count);
}

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DEVICE void SUFFIX() init_hash_join_buff	(	int32_t *	groups_buffer,
		const int64_t	hash_entry_count,
		const int32_t	invalid_slot_val,
		const int32_t	cpu_thread_idx,
		const int32_t	cpu_thread_count
	)

Definition at line 70 of file HashJoinRuntime.cpp.

Referenced by init_hash_join_buff_wrapper(), BaselineJoinHashTableBuilder::initHashTableOnCpu(), PerfectJoinHashTableBuilder::initOneToManyHashTableOnCpu(), and PerfectJoinHashTableBuilder::initOneToOneHashTableOnCpu().

                                                                        {
#ifdef __CUDACC__
  int32_t start = threadIdx.x + blockDim.x * blockIdx.x;
  int32_t step = blockDim.x * gridDim.x;
#else
  int32_t start = cpu_thread_idx;
  int32_t step = cpu_thread_count;
#endif
  for (int64_t i = start; i < hash_entry_count; i += step) {
    groups_buffer[i] = invalid_slot_val;
  }
}

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int range_fill_baseline_hash_join_buff_32	(	int8_t *	hash_buff,
		const size_t	entry_count,
		const int32_t	invalid_slot_val,
		const size_t	key_component_count,
		const bool	with_val_slot,
		const RangeKeyHandler *	key_handler,
		const size_t	num_elems,
		const int32_t	cpu_thread_idx,
		const int32_t	cpu_thread_count
	)

Definition at line 1887 of file HashJoinRuntime.cpp.

Referenced by fill_baseline_hash_join_buff().

                                                                          {
  return fill_baseline_hash_join_buff<int32_t>(hash_buff,
                                               entry_count,
                                               invalid_slot_val,
                                               false,
                                               key_component_count,
                                               with_val_slot,
                                               key_handler,
                                               num_elems,
                                               cpu_thread_idx,
                                               cpu_thread_count);
}

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int range_fill_baseline_hash_join_buff_64	(	int8_t *	hash_buff,
		const size_t	entry_count,
		const int32_t	invalid_slot_val,
		const size_t	key_component_count,
		const bool	with_val_slot,
		const RangeKeyHandler *	key_handler,
		const size_t	num_elems,
		const int32_t	cpu_thread_idx,
		const int32_t	cpu_thread_count
	)

Definition at line 1952 of file HashJoinRuntime.cpp.

                                                                          {
  return fill_baseline_hash_join_buff<int64_t>(hash_buff,
                                               entry_count,
                                               invalid_slot_val,
                                               false,
                                               key_component_count,
                                               with_val_slot,
                                               key_handler,
                                               num_elems,
                                               cpu_thread_idx,
                                               cpu_thread_count);
}

template<typename T >

DEVICE int write_baseline_hash_slot	(	const int32_t	val,
		int8_t *	hash_buff,
		const int64_t	entry_count,
		const T *	key,
		const size_t	key_component_count,
		const bool	with_val_slot,
		const int32_t	invalid_slot_val,
		const size_t	key_size_in_bytes,
		const size_t	hash_entry_size
	)

Definition at line 505 of file HashJoinRuntime.cpp.

References get_matching_baseline_hash_slot_at(), mapd_cas, MurmurHash1Impl(), and heavydb.dtypes::T.

                                                                  {
  const uint32_t h = MurmurHash1Impl(key, key_size_in_bytes, 0) % entry_count;
  T* matching_group = get_matching_baseline_hash_slot_at(
      hash_buff, h, key, key_component_count, hash_entry_size);
  if (!matching_group) {
    uint32_t h_probe = (h + 1) % entry_count;
    while (h_probe != h) {
      matching_group = get_matching_baseline_hash_slot_at(
          hash_buff, h_probe, key, key_component_count, hash_entry_size);
      if (matching_group) {
        break;
      }
      h_probe = (h_probe + 1) % entry_count;
    }
  }
  if (!matching_group) {
    return -2;
  }
  if (!with_val_slot) {
    return 0;
  }
  if (mapd_cas(matching_group, invalid_slot_val, val) != invalid_slot_val) {
    return -1;
  }
  return 0;
}

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template<typename T >

DEVICE int write_baseline_hash_slot_for_semi_join	(	const int32_t	val,
		int8_t *	hash_buff,
		const int64_t	entry_count,
		const T *	key,
		const size_t	key_component_count,
		const bool	with_val_slot,
		const int32_t	invalid_slot_val,
		const size_t	key_size_in_bytes,
		const size_t	hash_entry_size
	)

Definition at line 541 of file HashJoinRuntime.cpp.

References get_matching_baseline_hash_slot_at(), mapd_cas, MurmurHash1Impl(), and heavydb.dtypes::T.

                                                                                {
  const uint32_t h = MurmurHash1Impl(key, key_size_in_bytes, 0) % entry_count;
  T* matching_group = get_matching_baseline_hash_slot_at(
      hash_buff, h, key, key_component_count, hash_entry_size);
  if (!matching_group) {
    uint32_t h_probe = (h + 1) % entry_count;
    while (h_probe != h) {
      matching_group = get_matching_baseline_hash_slot_at(
          hash_buff, h_probe, key, key_component_count, hash_entry_size);
      if (matching_group) {
        break;
      }
      h_probe = (h_probe + 1) % entry_count;
    }
  }
  if (!matching_group) {
    return -2;
  }
  if (!with_val_slot) {
    return 0;
  }
  mapd_cas(matching_group, invalid_slot_val, val);
  return 0;
}

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