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QueryMemoryDescriptor Class Reference

#include <QueryMemoryDescriptor.h>

+ Collaboration diagram for QueryMemoryDescriptor:

Public Member Functions

 QueryMemoryDescriptor ()
 
 QueryMemoryDescriptor (const Executor *executor, const RelAlgExecutionUnit &ra_exe_unit, const std::vector< InputTableInfo > &query_infos, const bool allow_multifrag, const bool keyless_hash, const bool interleaved_bins_on_gpu, const int32_t idx_target_as_key, const ColRangeInfo &col_range_info, const ColSlotContext &col_slot_context, const std::vector< int8_t > &group_col_widths, const int8_t group_col_compact_width, const std::vector< int64_t > &target_groupby_indices, const size_t entry_count, const CountDistinctDescriptors count_distinct_descriptors, const bool sort_on_gpu_hint, const bool output_columnar, const bool render_output, const bool must_use_baseline_sort, const bool use_streaming_top_n)
 
 QueryMemoryDescriptor (const Executor *executor, const size_t entry_count, const QueryDescriptionType query_desc_type, const bool is_table_function)
 
 QueryMemoryDescriptor (const QueryDescriptionType query_desc_type, const int64_t min_val, const int64_t max_val, const bool has_nulls, const std::vector< int8_t > &group_col_widths)
 
 QueryMemoryDescriptor (const TResultSetBufferDescriptor &thrift_query_memory_descriptor)
 
bool operator== (const QueryMemoryDescriptor &other) const
 
std::unique_ptr
< QueryExecutionContext
getQueryExecutionContext (const RelAlgExecutionUnit &, const Executor *executor, const ExecutorDeviceType device_type, const ExecutorDispatchMode dispatch_mode, const int device_id, const int outer_table_id, const int64_t num_rows, const std::vector< std::vector< const int8_t * >> &col_buffers, const std::vector< std::vector< uint64_t >> &frag_offsets, std::shared_ptr< RowSetMemoryOwner >, const bool output_columnar, const bool sort_on_gpu, const size_t thread_idx, RenderInfo *) const
 
bool countDistinctDescriptorsLogicallyEmpty () const
 
const ExecutorgetExecutor () const
 
QueryDescriptionType getQueryDescriptionType () const
 
void setQueryDescriptionType (const QueryDescriptionType val)
 
bool isSingleColumnGroupByWithPerfectHash () const
 
bool hasKeylessHash () const
 
void setHasKeylessHash (const bool val)
 
bool hasInterleavedBinsOnGpu () const
 
void setHasInterleavedBinsOnGpu (const bool val)
 
int32_t getTargetIdxForKey () const
 
void setTargetIdxForKey (const int32_t val)
 
int8_t groupColWidth (const size_t key_idx) const
 
size_t getPrependedGroupColOffInBytes (const size_t group_idx) const
 
size_t getPrependedGroupBufferSizeInBytes () const
 
const auto groupColWidthsBegin () const
 
const auto groupColWidthsEnd () const
 
void clearGroupColWidths ()
 
bool isGroupBy () const
 
void setGroupColCompactWidth (const int8_t val)
 
size_t getColCount () const
 
size_t getSlotCount () const
 
const int8_t getPaddedSlotWidthBytes (const size_t slot_idx) const
 
const int8_t getLogicalSlotWidthBytes (const size_t slot_idx) const
 
void setPaddedSlotWidthBytes (const size_t slot_idx, const int8_t bytes)
 
const int8_t getSlotIndexForSingleSlotCol (const size_t col_idx) const
 
size_t getPaddedColWidthForRange (const size_t offset, const size_t range) const
 
void useConsistentSlotWidthSize (const int8_t slot_width_size)
 
size_t getRowWidth () const
 
int8_t updateActualMinByteWidth (const int8_t actual_min_byte_width) const
 
void addColSlotInfo (const std::vector< std::tuple< int8_t, int8_t >> &slots_for_col)
 
void addColSlotInfoFlatBuffer (const int64_t flatbuffer_size)
 
int64_t getFlatBufferSize (const size_t slot_idx) const
 
void clearSlotInfo ()
 
void alignPaddedSlots ()
 
int64_t getTargetGroupbyIndex (const size_t target_idx) const
 
void setAllTargetGroupbyIndices (std::vector< int64_t > group_by_indices)
 
size_t targetGroupbyIndicesSize () const
 
size_t targetGroupbyNegativeIndicesSize () const
 
void clearTargetGroupbyIndices ()
 
size_t getEntryCount () const
 
void setEntryCount (const size_t val)
 
int64_t getMinVal () const
 
int64_t getMaxVal () const
 
int64_t getBucket () const
 
bool hasNulls () const
 
const CountDistinctDescriptorgetCountDistinctDescriptor (const size_t idx) const
 
size_t getCountDistinctDescriptorsSize () const
 
bool sortOnGpu () const
 
bool canOutputColumnar () const
 
bool didOutputColumnar () const
 
void setOutputColumnar (const bool val)
 
bool useStreamingTopN () const
 
bool isLogicalSizedColumnsAllowed () const
 
bool mustUseBaselineSort () const
 
bool forceFourByteFloat () const
 
void setForceFourByteFloat (const bool val)
 
size_t getGroupbyColCount () const
 
size_t getKeyCount () const
 
size_t getBufferColSlotCount () const
 
size_t getBufferSizeBytes (const RelAlgExecutionUnit &ra_exe_unit, const unsigned thread_count, const ExecutorDeviceType device_type) const
 
size_t getBufferSizeBytes (const ExecutorDeviceType device_type) const
 
size_t getBufferSizeBytes (const ExecutorDeviceType device_type, const size_t override_entry_count) const
 
const ColSlotContextgetColSlotContext () const
 
bool usesGetGroupValueFast () const
 
bool blocksShareMemory () const
 
bool threadsShareMemory () const
 
bool lazyInitGroups (const ExecutorDeviceType) const
 
bool interleavedBins (const ExecutorDeviceType) const
 
size_t getColOffInBytes (const size_t col_idx) const
 
size_t getColOffInBytesInNextBin (const size_t col_idx) const
 
size_t getNextColOffInBytes (const int8_t *col_ptr, const size_t bin, const size_t col_idx) const
 
size_t getNextColOffInBytesRowOnly (const int8_t *col_ptr, const size_t col_idx) const
 
size_t getColOnlyOffInBytes (const size_t col_idx) const
 
size_t getRowSize () const
 
size_t getColsSize () const
 
size_t getWarpCount () const
 
size_t getCompactByteWidth () const
 
size_t getEffectiveKeyWidth () const
 
bool isWarpSyncRequired (const ExecutorDeviceType) const
 
std::string queryDescTypeToString () const
 
std::string toString () const
 
std::string reductionKey () const
 
bool hasVarlenOutput () const
 
std::optional< size_t > varlenOutputBufferElemSize () const
 
size_t varlenOutputRowSizeToSlot (const size_t slot_idx) const
 
bool slotIsVarlenOutput (const size_t slot_idx) const
 

Static Public Member Functions

static TResultSetBufferDescriptor toThrift (const QueryMemoryDescriptor &)
 
static std::unique_ptr
< QueryMemoryDescriptor
init (const Executor *executor, const RelAlgExecutionUnit &ra_exe_unit, const std::vector< InputTableInfo > &query_infos, const ColRangeInfo &col_range_info, const KeylessInfo &keyless_info, const bool allow_multifrag, const ExecutorDeviceType device_type, const int8_t crt_min_byte_width, const bool sort_on_gpu_hint, const size_t shard_count, const size_t max_groups_buffer_entry_count, RenderInfo *render_info, const CountDistinctDescriptors count_distinct_descriptors, const bool must_use_baseline_sort, const bool output_columnar_hint, const bool streaming_top_n_hint)
 
static bool many_entries (const int64_t max_val, const int64_t min_val, const int64_t bucket)
 
static bool countDescriptorsLogicallyEmpty (const CountDistinctDescriptors &count_distinct_descriptors)
 
static int8_t pick_target_compact_width (const RelAlgExecutionUnit &ra_exe_unit, const std::vector< InputTableInfo > &query_infos, const int8_t crt_min_byte_width)
 

Protected Member Functions

void resetGroupColWidths (const std::vector< int8_t > &new_group_col_widths)
 

Private Member Functions

size_t getTotalBytesOfColumnarBuffers () const
 
size_t getTotalBytesOfColumnarBuffers (const size_t num_entries_per_column) const
 
size_t getTotalBytesOfColumnarProjections (const size_t projection_count) const
 

Private Attributes

const Executorexecutor_
 
bool allow_multifrag_
 
QueryDescriptionType query_desc_type_
 
bool keyless_hash_
 
bool interleaved_bins_on_gpu_
 
int32_t idx_target_as_key_
 
std::vector< int8_t > group_col_widths_
 
int8_t group_col_compact_width_
 
std::vector< int64_t > target_groupby_indices_
 
size_t entry_count_
 
int64_t min_val_
 
int64_t max_val_
 
int64_t bucket_
 
bool has_nulls_
 
CountDistinctDescriptors count_distinct_descriptors_
 
bool sort_on_gpu_
 
bool output_columnar_
 
bool render_output_
 
bool must_use_baseline_sort_
 
bool is_table_function_
 
bool use_streaming_top_n_
 
bool force_4byte_float_
 
ColSlotContext col_slot_context_
 

Friends

class ResultSet
 
class QueryExecutionContext
 

Detailed Description

Definition at line 66 of file QueryMemoryDescriptor.h.

Constructor & Destructor Documentation

QueryMemoryDescriptor::QueryMemoryDescriptor ( )

Definition at line 545 of file QueryMemoryDescriptor.cpp.

References Projection.

546  : executor_(nullptr)
547  , allow_multifrag_(false)
549  , keyless_hash_(false)
550  , interleaved_bins_on_gpu_(false)
551  , idx_target_as_key_(0)
553  , entry_count_(0)
554  , min_val_(0)
555  , max_val_(0)
556  , bucket_(0)
557  , has_nulls_(false)
558  , sort_on_gpu_(false)
559  , output_columnar_(false)
560  , render_output_(false)
561  , must_use_baseline_sort_(false)
562  , is_table_function_(false)
563  , use_streaming_top_n_(false)
564  , force_4byte_float_(false) {}
QueryDescriptionType query_desc_type_
QueryMemoryDescriptor::QueryMemoryDescriptor ( const Executor executor,
const RelAlgExecutionUnit ra_exe_unit,
const std::vector< InputTableInfo > &  query_infos,
const bool  allow_multifrag,
const bool  keyless_hash,
const bool  interleaved_bins_on_gpu,
const int32_t  idx_target_as_key,
const ColRangeInfo col_range_info,
const ColSlotContext col_slot_context,
const std::vector< int8_t > &  group_col_widths,
const int8_t  group_col_compact_width,
const std::vector< int64_t > &  target_groupby_indices,
const size_t  entry_count,
const CountDistinctDescriptors  count_distinct_descriptors,
const bool  sort_on_gpu_hint,
const bool  output_columnar,
const bool  render_output,
const bool  must_use_baseline_sort,
const bool  use_streaming_top_n 
)

Definition at line 448 of file QueryMemoryDescriptor.cpp.

References anonymous_namespace{QueryMemoryDescriptor.cpp}::anyOf(), canOutputColumnar(), CHECK, col_slot_context_, count_distinct_descriptors_, countDescriptorsLogicallyEmpty(), executor_, streaming_top_n::get_heap_size(), getEntryCount(), getRowSize(), GroupByBaselineHash, GroupByPerfectHash, isLogicalSizedColumnsAllowed(), kAPPROX_QUANTILE, keyless_hash_, NonGroupedAggregate, output_columnar_, Projection, query_desc_type_, ColSlotContext::setAllSlotsPaddedSizeToLogicalSize(), ColSlotContext::setAllUnsetSlotsPaddedSize(), sort_on_gpu_, TableFunction, RelAlgExecutionUnit::target_exprs, RelAlgExecutionUnit::use_bump_allocator, use_streaming_top_n_, and ColSlotContext::validate().

468  : executor_(executor)
469  , allow_multifrag_(allow_multifrag)
470  , query_desc_type_(col_range_info.hash_type_)
471  , keyless_hash_(keyless_hash)
472  , interleaved_bins_on_gpu_(interleaved_bins_on_gpu)
473  , idx_target_as_key_(idx_target_as_key)
474  , group_col_widths_(group_col_widths)
475  , group_col_compact_width_(group_col_compact_width)
476  , target_groupby_indices_(target_groupby_indices)
477  , entry_count_(entry_count)
478  , min_val_(col_range_info.min)
479  , max_val_(col_range_info.max)
480  , bucket_(col_range_info.bucket)
481  , has_nulls_(col_range_info.has_nulls)
482  , count_distinct_descriptors_(count_distinct_descriptors)
483  , output_columnar_(false)
484  , render_output_(render_output)
485  , must_use_baseline_sort_(must_use_baseline_sort)
486  , is_table_function_(false)
488  , force_4byte_float_(false)
489  , col_slot_context_(col_slot_context) {
493 
494  sort_on_gpu_ = sort_on_gpu_hint && canOutputColumnar() && !keyless_hash_;
495  if (sort_on_gpu_) {
496  CHECK(!ra_exe_unit.use_bump_allocator);
497  output_columnar_ = true;
498  } else {
499  switch (query_desc_type_) {
501  output_columnar_ = output_columnar_hint;
502  break;
504  output_columnar_ = output_columnar_hint &&
507  !anyOf(ra_exe_unit.target_exprs, kAPPROX_QUANTILE);
508  break;
510  output_columnar_ = output_columnar_hint;
511  break;
513  output_columnar_ = output_columnar_hint &&
516  !anyOf(ra_exe_unit.target_exprs, kAPPROX_QUANTILE);
517  break;
518  default:
519  output_columnar_ = false;
520  break;
521  }
522  }
523 
525  // TODO(adb): Ensure fixed size buffer allocations are correct with all logical column
526  // sizes
527  CHECK(!ra_exe_unit.use_bump_allocator);
530  }
531 
532 #ifdef HAVE_CUDA
533  // Check Streaming Top N heap usage, bail if > max slab size, CUDA ONLY
534  if (use_streaming_top_n_ && executor->getDataMgr()->gpusPresent()) {
535  const auto thread_count = executor->blockSize() * executor->gridSize();
536  const auto total_buff_size =
538  if (total_buff_size > executor_->maxGpuSlabSize()) {
539  throw StreamingTopNOOM(total_buff_size);
540  }
541  }
542 #endif
543 }
std::vector< Analyzer::Expr * > target_exprs
bool isLogicalSizedColumnsAllowed() const
QueryDescriptionType hash_type_
bool use_streaming_top_n(const RelAlgExecutionUnit &ra_exe_unit, const bool output_columnar)
std::vector< int64_t > target_groupby_indices_
CountDistinctDescriptors count_distinct_descriptors_
void validate() const
bool anyOf(std::vector< Analyzer::Expr * > const &target_exprs, SQLAgg const agg_kind)
QueryDescriptionType query_desc_type_
size_t get_heap_size(const size_t row_size, const size_t n, const size_t thread_count)
void setAllSlotsPaddedSizeToLogicalSize()
#define CHECK(condition)
Definition: Logger.h:222
std::vector< int8_t > group_col_widths_
static bool countDescriptorsLogicallyEmpty(const CountDistinctDescriptors &count_distinct_descriptors)
void setAllUnsetSlotsPaddedSize(const int8_t padded_size)

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QueryMemoryDescriptor::QueryMemoryDescriptor ( const Executor executor,
const size_t  entry_count,
const QueryDescriptionType  query_desc_type,
const bool  is_table_function 
)

Definition at line 566 of file QueryMemoryDescriptor.cpp.

570  : executor_(executor)
571  , allow_multifrag_(false)
572  , query_desc_type_(query_desc_type)
573  , keyless_hash_(false)
574  , interleaved_bins_on_gpu_(false)
575  , idx_target_as_key_(0)
577  , entry_count_(entry_count)
578  , min_val_(0)
579  , max_val_(0)
580  , bucket_(0)
581  , has_nulls_(false)
582  , sort_on_gpu_(false)
583  , output_columnar_(false)
584  , render_output_(false)
585  , must_use_baseline_sort_(false)
586  , is_table_function_(is_table_function)
587  , use_streaming_top_n_(false)
588  , force_4byte_float_(false) {}
QueryDescriptionType query_desc_type_
QueryMemoryDescriptor::QueryMemoryDescriptor ( const QueryDescriptionType  query_desc_type,
const int64_t  min_val,
const int64_t  max_val,
const bool  has_nulls,
const std::vector< int8_t > &  group_col_widths 
)

Definition at line 590 of file QueryMemoryDescriptor.cpp.

595  : executor_(nullptr)
596  , allow_multifrag_(false)
597  , query_desc_type_(query_desc_type)
598  , keyless_hash_(false)
599  , interleaved_bins_on_gpu_(false)
600  , idx_target_as_key_(0)
601  , group_col_widths_(group_col_widths)
603  , entry_count_(0)
604  , min_val_(min_val)
605  , max_val_(max_val)
606  , bucket_(0)
607  , has_nulls_(false)
608  , sort_on_gpu_(false)
609  , output_columnar_(false)
610  , render_output_(false)
611  , must_use_baseline_sort_(false)
612  , is_table_function_(false)
613  , use_streaming_top_n_(false)
614  , force_4byte_float_(false) {}
QueryDescriptionType query_desc_type_
std::vector< int8_t > group_col_widths_
QueryMemoryDescriptor::QueryMemoryDescriptor ( const TResultSetBufferDescriptor &  thrift_query_memory_descriptor)

Member Function Documentation

void QueryMemoryDescriptor::addColSlotInfo ( const std::vector< std::tuple< int8_t, int8_t >> &  slots_for_col)

Definition at line 1186 of file QueryMemoryDescriptor.cpp.

References ColSlotContext::addColumn(), and col_slot_context_.

Referenced by TableFunctionManager::allocate_output_buffers(), ResultSetLogicalValuesBuilder::create(), and TableFunctionExecutionContext::launchGpuCode().

1187  {
1188  col_slot_context_.addColumn(slots_for_col);
1189 }
void addColumn(const std::vector< std::tuple< int8_t, int8_t >> &slots_for_col)

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void QueryMemoryDescriptor::addColSlotInfoFlatBuffer ( const int64_t  flatbuffer_size)

Definition at line 1191 of file QueryMemoryDescriptor.cpp.

References ColSlotContext::addColumnFlatBuffer(), and col_slot_context_.

Referenced by TableFunctionManager::allocate_output_buffers().

1191  {
1192  col_slot_context_.addColumnFlatBuffer(flatbuffer_size);
1193 }
void addColumnFlatBuffer(const int64_t flatbuffer_size)

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void QueryMemoryDescriptor::alignPaddedSlots ( )

Definition at line 1199 of file QueryMemoryDescriptor.cpp.

References ColSlotContext::alignPaddedSlots(), col_slot_context_, and sortOnGpu().

1199  {
1201 }
void alignPaddedSlots(const bool sort_on_gpu)

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bool QueryMemoryDescriptor::blocksShareMemory ( ) const

Definition at line 1106 of file QueryMemoryDescriptor.cpp.

References bucket_, count_distinct_descriptors_, countDescriptorsLogicallyEmpty(), executor_, g_cluster, getGroupbyColCount(), GroupByBaselineHash, GroupByPerfectHash, many_entries(), max_val_, min_val_, Projection, query_desc_type_, render_output_, and TableFunction.

Referenced by canOutputColumnar(), ResultSetReductionJIT::codegen(), QueryMemoryInitializer::computeNumberOfBuffers(), copy_group_by_buffers_from_gpu(), create_dev_group_by_buffers(), and toString().

1106  {
1107  if (g_cluster) {
1108  return true;
1109  }
1111  return true;
1112  }
1113  if (executor_->isCPUOnly() || render_output_ ||
1118  getGroupbyColCount() > 1)) {
1119  return true;
1120  }
1123 }
static bool many_entries(const int64_t max_val, const int64_t min_val, const int64_t bucket)
size_t getGroupbyColCount() const
CountDistinctDescriptors count_distinct_descriptors_
QueryDescriptionType query_desc_type_
bool g_cluster
static bool countDescriptorsLogicallyEmpty(const CountDistinctDescriptors &count_distinct_descriptors)

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bool QueryMemoryDescriptor::canOutputColumnar ( ) const

Definition at line 1203 of file QueryMemoryDescriptor.cpp.

References blocksShareMemory(), count_distinct_descriptors_, countDescriptorsLogicallyEmpty(), GPU, interleavedBins(), threadsShareMemory(), and usesGetGroupValueFast().

Referenced by QueryMemoryDescriptor().

1203  {
1207 }
CountDistinctDescriptors count_distinct_descriptors_
bool interleavedBins(const ExecutorDeviceType) const
static bool countDescriptorsLogicallyEmpty(const CountDistinctDescriptors &count_distinct_descriptors)

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void QueryMemoryDescriptor::clearGroupColWidths ( )
inline

Definition at line 193 of file QueryMemoryDescriptor.h.

References group_col_widths_.

193 { group_col_widths_.clear(); }
std::vector< int8_t > group_col_widths_
void QueryMemoryDescriptor::clearSlotInfo ( )

Definition at line 1195 of file QueryMemoryDescriptor.cpp.

References ColSlotContext::clear(), and col_slot_context_.

1195  {
1197 }

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void QueryMemoryDescriptor::clearTargetGroupbyIndices ( )
inline

Definition at line 250 of file QueryMemoryDescriptor.h.

References target_groupby_indices_.

250 { target_groupby_indices_.clear(); }
std::vector< int64_t > target_groupby_indices_
static bool QueryMemoryDescriptor::countDescriptorsLogicallyEmpty ( const CountDistinctDescriptors count_distinct_descriptors)
inlinestatic

Definition at line 148 of file QueryMemoryDescriptor.h.

References Invalid.

Referenced by blocksShareMemory(), canOutputColumnar(), countDistinctDescriptorsLogicallyEmpty(), lazyInitGroups(), and QueryMemoryDescriptor().

149  {
150  return std::all_of(count_distinct_descriptors.begin(),
151  count_distinct_descriptors.end(),
152  [](const CountDistinctDescriptor& desc) {
153  return desc.impl_type_ == CountDistinctImplType::Invalid;
154  });
155  }

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bool QueryMemoryDescriptor::countDistinctDescriptorsLogicallyEmpty ( ) const
inline

Definition at line 157 of file QueryMemoryDescriptor.h.

References count_distinct_descriptors_, and countDescriptorsLogicallyEmpty().

Referenced by QueryMemoryInitializer::allocateCountDistinctGpuMem().

157  {
159  }
CountDistinctDescriptors count_distinct_descriptors_
static bool countDescriptorsLogicallyEmpty(const CountDistinctDescriptors &count_distinct_descriptors)

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bool QueryMemoryDescriptor::didOutputColumnar ( ) const
inline

Definition at line 272 of file QueryMemoryDescriptor.h.

References output_columnar_.

Referenced by ResultSetStorage::binSearchRowCount(), TargetExprCodegen::codegen(), ResultSetReductionJIT::codegen(), GroupByAndAggregate::codegen(), GroupByAndAggregate::codegenAggCalls(), GroupByAndAggregate::codegenAggColumnPtr(), TargetExprCodegen::codegenAggregate(), GroupByAndAggregate::codegenGroupBy(), GroupByAndAggregate::codegenMultiColumnBaselineHash(), GroupByAndAggregate::codegenMultiColumnPerfectHash(), GroupByAndAggregate::codegenOutputSlot(), GroupByAndAggregate::codegenSingleColumnPerfectHash(), GroupByAndAggregate::codegenWindowRowPointer(), copy_projection_buffer_from_gpu_columnar(), ResultSetStorage::copyKeyColWise(), ResultSet::createComparator(), ResultSet::didOutputColumnar(), ResultSet::eachCellInColumn(), anonymous_namespace{ResultSetReduction.cpp}::fill_slots(), ResultSetStorage::fillOneEntryColWise(), ResultSetStorage::fillOneEntryRowWise(), ResultSet::fixupQueryMemoryDescriptor(), get_cols_ptr(), ResultSet::getTargetValueFromBufferColwise(), GpuReductionHelperJIT::GpuReductionHelperJIT(), GpuSharedMemCodeBuilder::GpuSharedMemCodeBuilder(), ResultSetStorage::initializeBaselineValueSlots(), anonymous_namespace{TargetExprBuilder.cpp}::is_columnar_projection(), ResultSetReductionJIT::isEmpty(), ResultSetStorage::isEmptyEntry(), ResultSetStorage::isEmptyEntryColumnar(), QueryExecutionContext::launchCpuCode(), QueryExecutionContext::launchGpuCode(), ResultSet::makeGeoTargetValue(), ResultSetStorage::moveOneEntryToBuffer(), ResultSetStorage::reduce(), ResultSetStorage::reduceOneEntryBaseline(), ResultSetReductionJIT::reduceOneEntryBaselineIdx(), ResultSetStorage::reduceOneEntrySlotsBaseline(), ResultSetStorage::reduceOneSlotBaseline(), ResultSetStorage::reduceSingleRow(), and ResultSetStorage::rewriteAggregateBufferOffsets().

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bool QueryMemoryDescriptor::forceFourByteFloat ( ) const
inline

Definition at line 283 of file QueryMemoryDescriptor.h.

References force_4byte_float_.

Referenced by ResultSet::makeTargetValue().

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int64_t QueryMemoryDescriptor::getBucket ( ) const
inline

Definition at line 257 of file QueryMemoryDescriptor.h.

References bucket_.

Referenced by GroupByAndAggregate::codegenGroupBy(), and GroupByAndAggregate::codegenSingleColumnPerfectHash().

257 { return bucket_; }

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size_t QueryMemoryDescriptor::getBufferColSlotCount ( ) const

Definition at line 1086 of file QueryMemoryDescriptor.cpp.

References col_slot_context_, ColSlotContext::getSlotCount(), and target_groupby_indices_.

Referenced by anonymous_namespace{ResultSetIteration.cpp}::advance_col_buff_to_slot(), QueryMemoryInitializer::copyFromTableFunctionGpuBuffers(), anonymous_namespace{ResultSetReduction.cpp}::fill_slots(), ResultSetStorage::fillOneEntryColWise(), ResultSetStorage::fillOneEntryRowWise(), and QueryMemoryInitializer::setupTableFunctionGpuBuffers().

1086  {
1087  size_t total_slot_count = col_slot_context_.getSlotCount();
1088 
1089  if (target_groupby_indices_.empty()) {
1090  return total_slot_count;
1091  }
1092  return total_slot_count - std::count_if(target_groupby_indices_.begin(),
1094  [](const int64_t i) { return i >= 0; });
1095 }
std::vector< int64_t > target_groupby_indices_
size_t getSlotCount() const

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size_t QueryMemoryDescriptor::getBufferSizeBytes ( const RelAlgExecutionUnit ra_exe_unit,
const unsigned  thread_count,
const ExecutorDeviceType  device_type 
) const

Definition at line 1008 of file QueryMemoryDescriptor.cpp.

References entry_count_, streaming_top_n::get_heap_size(), getRowSize(), SortInfo::limit, anonymous_namespace{Utm.h}::n, SortInfo::offset, RelAlgExecutionUnit::sort_info, and use_streaming_top_n_.

Referenced by QueryMemoryInitializer::applyStreamingTopNOffsetCpu(), QueryMemoryInitializer::copyGroupByBuffersFromGpu(), create_dev_group_by_buffers(), QueryMemoryInitializer::createAndInitializeGroupByBufferGpu(), getBufferSizeBytes(), and QueryMemoryInitializer::QueryMemoryInitializer().

1011  {
1012  if (use_streaming_top_n_) {
1013  const size_t n = ra_exe_unit.sort_info.offset + ra_exe_unit.sort_info.limit;
1014  return streaming_top_n::get_heap_size(getRowSize(), n, thread_count);
1015  }
1016  return getBufferSizeBytes(device_type, entry_count_);
1017 }
size_t getBufferSizeBytes(const RelAlgExecutionUnit &ra_exe_unit, const unsigned thread_count, const ExecutorDeviceType device_type) const
const size_t limit
size_t get_heap_size(const size_t row_size, const size_t n, const size_t thread_count)
constexpr double n
Definition: Utm.h:38
const size_t offset

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size_t QueryMemoryDescriptor::getBufferSizeBytes ( const ExecutorDeviceType  device_type) const

Definition at line 1062 of file QueryMemoryDescriptor.cpp.

References entry_count_, and getBufferSizeBytes().

1063  {
1064  return getBufferSizeBytes(device_type, entry_count_);
1065 }
size_t getBufferSizeBytes(const RelAlgExecutionUnit &ra_exe_unit, const unsigned thread_count, const ExecutorDeviceType device_type) const

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size_t QueryMemoryDescriptor::getBufferSizeBytes ( const ExecutorDeviceType  device_type,
const size_t  entry_count 
) const

Returns total amount of output buffer memory for each device (CPU/GPU)

Columnar: if projection: it returns index buffer + columnar buffer (all non-lazy columns) if table function: only the columnar buffer if group by: it returns the amount required for each group column (assumes 64-bit per group) + columnar buffer (all involved agg columns)

Row-wise: returns required memory per row multiplied by number of entries

Definition at line 1031 of file QueryMemoryDescriptor.cpp.

References align_to_int64(), CHECK_GE, executor_, getColsSize(), getRowSize(), getTotalBytesOfColumnarBuffers(), group_col_widths_, interleavedBins(), keyless_hash_, output_columnar_, Projection, query_desc_type_, and TableFunction.

1032  {
1033  if (keyless_hash_ && !output_columnar_) {
1034  CHECK_GE(group_col_widths_.size(), size_t(1));
1035  auto row_bytes = align_to_int64(getColsSize());
1036 
1037  return (interleavedBins(device_type) ? executor_->warpSize() : 1) * entry_count *
1038  row_bytes;
1039  }
1040 
1041  constexpr size_t row_index_width = sizeof(int64_t);
1042  size_t total_bytes{0};
1043  if (output_columnar_) {
1044  switch (query_desc_type_) {
1046  total_bytes = row_index_width * entry_count + getTotalBytesOfColumnarBuffers();
1047  break;
1049  total_bytes = getTotalBytesOfColumnarBuffers();
1050  break;
1051  default:
1052  total_bytes = sizeof(int64_t) * group_col_widths_.size() * entry_count +
1054  break;
1055  }
1056  } else {
1057  total_bytes = getRowSize() * entry_count;
1058  }
1059  return total_bytes;
1060 }
#define CHECK_GE(x, y)
Definition: Logger.h:235
size_t getTotalBytesOfColumnarBuffers() const
QueryDescriptionType query_desc_type_
bool interleavedBins(const ExecutorDeviceType) const
std::vector< int8_t > group_col_widths_
FORCE_INLINE HOST DEVICE T align_to_int64(T addr)

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size_t QueryMemoryDescriptor::getColCount ( ) const

Definition at line 1143 of file QueryMemoryDescriptor.cpp.

References col_slot_context_, and ColSlotContext::getColCount().

1143  {
1144  return col_slot_context_.getColCount();
1145 }
size_t getColCount() const

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size_t QueryMemoryDescriptor::getColOffInBytes ( const size_t  col_idx) const

Definition at line 887 of file QueryMemoryDescriptor.cpp.

References align_to_int64(), CHECK, CHECK_EQ, entry_count_, getColOnlyOffInBytes(), getEffectiveKeyWidth(), getPaddedSlotWidthBytes(), getPrependedGroupBufferSizeInBytes(), getWarpCount(), group_col_widths_, GroupByPerfectHash, keyless_hash_, output_columnar_, and query_desc_type_.

Referenced by TargetExprCodegen::codegen(), GroupByAndAggregate::codegenAggColumnPtr(), GroupByAndAggregate::codegenOutputSlot(), anonymous_namespace{QueryMemoryInitializer.cpp}::compact_projection_buffer_for_cpu_columnar(), copy_projection_buffer_from_gpu_columnar(), get_cols_ptr(), QueryExecutionContext::groupBufferToDeinterleavedResults(), QueryMemoryInitializer::initRowGroups(), inplace_sort_gpu(), and anonymous_namespace{Execute.cpp}::permute_storage_columnar().

887  {
888  const auto warp_count = getWarpCount();
889  if (output_columnar_) {
890  CHECK_EQ(size_t(1), warp_count);
891  size_t offset{0};
892  if (!keyless_hash_) {
894  }
895  for (size_t index = 0; index < col_idx; ++index) {
897  }
898  return offset;
899  }
900 
901  size_t offset{0};
902  if (keyless_hash_) {
903  // ignore, there's no group column in the output buffer
905  } else {
906  offset += group_col_widths_.size() * getEffectiveKeyWidth();
907  offset = align_to_int64(offset);
908  }
909  offset += getColOnlyOffInBytes(col_idx);
910  return offset;
911 }
#define CHECK_EQ(x, y)
Definition: Logger.h:230
size_t getEffectiveKeyWidth() const
size_t getColOnlyOffInBytes(const size_t col_idx) const
size_t getPrependedGroupBufferSizeInBytes() const
const int8_t getPaddedSlotWidthBytes(const size_t slot_idx) const
QueryDescriptionType query_desc_type_
#define CHECK(condition)
Definition: Logger.h:222
std::vector< int8_t > group_col_widths_
FORCE_INLINE HOST DEVICE T align_to_int64(T addr)

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size_t QueryMemoryDescriptor::getColOffInBytesInNextBin ( const size_t  col_idx) const

Definition at line 946 of file QueryMemoryDescriptor.cpp.

References CHECK_EQ, getPaddedSlotWidthBytes(), getRowSize(), getWarpCount(), group_col_widths_, and output_columnar_.

Referenced by QueryExecutionContext::groupBufferToDeinterleavedResults().

946  {
947  auto warp_count = getWarpCount();
948  if (output_columnar_) {
949  CHECK_EQ(size_t(1), group_col_widths_.size());
950  CHECK_EQ(size_t(1), warp_count);
951  return getPaddedSlotWidthBytes(col_idx);
952  }
953 
954  return warp_count * getRowSize();
955 }
#define CHECK_EQ(x, y)
Definition: Logger.h:230
const int8_t getPaddedSlotWidthBytes(const size_t slot_idx) const
std::vector< int8_t > group_col_widths_

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size_t QueryMemoryDescriptor::getColOnlyOffInBytes ( const size_t  col_idx) const

Definition at line 874 of file QueryMemoryDescriptor.cpp.

References col_slot_context_, and ColSlotContext::getColOnlyOffInBytes().

Referenced by TargetExprCodegen::codegen(), GroupByAndAggregate::codegenAggColumnPtr(), TargetExprCodegen::codegenAggregate(), getColOffInBytes(), and ResultSetStorage::reduceSingleRow().

874  {
875  return col_slot_context_.getColOnlyOffInBytes(col_idx);
876 }
size_t getColOnlyOffInBytes(const size_t slot_idx) const

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const ColSlotContext& QueryMemoryDescriptor::getColSlotContext ( ) const
inline

Definition at line 298 of file QueryMemoryDescriptor.h.

References col_slot_context_.

Referenced by QueryMemoryInitializer::copyFromTableFunctionGpuBuffers(), ResultSetStorage::reduceEntriesNoCollisionsColWise(), ResultSetReductionJIT::reduceOneEntryTargetsNoCollisions(), and QueryMemoryInitializer::setupTableFunctionGpuBuffers().

298 { return col_slot_context_; }

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size_t QueryMemoryDescriptor::getColsSize ( ) const

Definition at line 813 of file QueryMemoryDescriptor.cpp.

References col_slot_context_, and ColSlotContext::getAllSlotsAlignedPaddedSize().

Referenced by getBufferSizeBytes(), getRowSize(), QueryExecutionContext::launchCpuCode(), and QueryExecutionContext::prepareKernelParams().

813  {
815 }
size_t getAllSlotsAlignedPaddedSize() const

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size_t QueryMemoryDescriptor::getCompactByteWidth ( ) const

Definition at line 835 of file QueryMemoryDescriptor.cpp.

References col_slot_context_, and ColSlotContext::getCompactByteWidth().

Referenced by anonymous_namespace{TargetExprBuilder.cpp}::get_initial_agg_val(), and init_agg_val_vec().

835  {
837 }
size_t getCompactByteWidth() const

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const CountDistinctDescriptor& QueryMemoryDescriptor::getCountDistinctDescriptor ( const size_t  idx) const
inline
size_t QueryMemoryDescriptor::getCountDistinctDescriptorsSize ( ) const
inline
size_t QueryMemoryDescriptor::getEntryCount ( ) const
inline

Definition at line 252 of file QueryMemoryDescriptor.h.

References entry_count_.

Referenced by advance_to_next_columnar_target_buff(), QueryMemoryInitializer::allocateCountDistinctGpuMem(), QueryMemoryInitializer::applyStreamingTopNOffsetCpu(), QueryMemoryInitializer::applyStreamingTopNOffsetGpu(), ResultSetStorage::binSearchRowCount(), anonymous_namespace{QueryMemoryInitializer.cpp}::check_total_bitmap_memory(), ResultSetReductionJIT::codegen(), GroupByAndAggregate::codegenMultiColumnBaselineHash(), GroupByAndAggregate::codegenMultiColumnPerfectHash(), GpuSharedMemCodeBuilder::codegenReduction(), GroupByAndAggregate::codegenWindowRowPointer(), anonymous_namespace{QueryMemoryInitializer.cpp}::compact_projection_buffer_for_cpu_columnar(), QueryMemoryInitializer::compactProjectionBuffersCpu(), QueryMemoryInitializer::compactProjectionBuffersGpu(), copy_group_by_buffers_from_gpu(), create_dev_group_by_buffers(), QueryMemoryInitializer::createAndInitializeGroupByBufferGpu(), Executor::createKernels(), ResultSet::entryCount(), Executor::executePlanWithGroupBy(), ResultSetStorage::fillOneEntryColWise(), ResultSetStorage::fillOneEntryRowWise(), anonymous_namespace{ResultSetReduction.cpp}::get_matching_group_value_reduction(), ResultSetStorage::getEntryCount(), getPrependedGroupBufferSizeInBytes(), getPrependedGroupColOffInBytes(), ResultSet::getTargetValueFromBufferColwise(), QueryMemoryInitializer::initColumnarGroups(), QueryMemoryInitializer::initGroupByBuffer(), ResultSetStorage::initializeBaselineValueSlots(), ResultSetStorage::initializeColWise(), ResultSetStorage::initializeRowWise(), inplace_sort_gpu(), QueryExecutionContext::launchGpuCode(), ResultSetStorage::moveEntriesToBuffer(), ResultSetStorage::moveOneEntryToBuffer(), QueryMemoryDescriptor(), QueryMemoryInitializer::QueryMemoryInitializer(), ResultSetStorage::reduce(), ResultSetStorage::reduceOneEntryBaseline(), ResultSetStorage::reduceOneEntrySlotsBaseline(), ResultSetStorage::reduceOneSlotBaseline(), and ResultSetStorage::rewriteAggregateBufferOffsets().

252 { return entry_count_; }

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const Executor* QueryMemoryDescriptor::getExecutor ( ) const
inline

Definition at line 166 of file QueryMemoryDescriptor.h.

References executor_.

Referenced by anonymous_namespace{Execute.cpp}::build_row_for_empty_input(), ResultSetReductionJIT::codegen(), anonymous_namespace{Execute.cpp}::fill_entries_for_empty_input(), ResultSet::getExecutor(), ResultSet::getVarlenOrderEntry(), ResultSet::makeGeoTargetValue(), and ResultSet::makeVarlenTargetValue().

166 { return executor_; }

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int64_t QueryMemoryDescriptor::getFlatBufferSize ( const size_t  slot_idx) const
inline

Definition at line 226 of file QueryMemoryDescriptor.h.

References col_slot_context_, and ColSlotContext::getFlatBufferSize().

226  {
227  return col_slot_context_.getFlatBufferSize(slot_idx);
228  }
int64_t getFlatBufferSize(const size_t slot_idx) const

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size_t QueryMemoryDescriptor::getKeyCount ( ) const
inline

Definition at line 288 of file QueryMemoryDescriptor.h.

References getGroupbyColCount(), and keyless_hash_.

Referenced by anonymous_namespace{Execute.cpp}::permute_storage_columnar().

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const int8_t QueryMemoryDescriptor::getLogicalSlotWidthBytes ( const size_t  slot_idx) const

Definition at line 1160 of file QueryMemoryDescriptor.cpp.

References col_slot_context_, ColSlotContext::getSlotInfo(), and SlotSize::logical_size.

Referenced by QueryMemoryInitializer::allocateCountDistinctBuffers(), QueryMemoryInitializer::allocateTDigests(), TargetExprCodegen::codegenAggregate(), and ResultSet::getTargetValueFromBufferRowwise().

1161  {
1162  return col_slot_context_.getSlotInfo(slot_idx).logical_size;
1163 }
int8_t logical_size
const SlotSize & getSlotInfo(const size_t slot_idx) const

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int64_t QueryMemoryDescriptor::getMaxVal ( ) const
inline

Definition at line 256 of file QueryMemoryDescriptor.h.

References max_val_.

Referenced by GroupByAndAggregate::codegenGroupBy().

256 { return max_val_; }

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int64_t QueryMemoryDescriptor::getMinVal ( ) const
inline

Definition at line 255 of file QueryMemoryDescriptor.h.

References min_val_.

Referenced by GroupByAndAggregate::codegenSingleColumnPerfectHash().

255 { return min_val_; }

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size_t QueryMemoryDescriptor::getNextColOffInBytes ( const int8_t *  col_ptr,
const size_t  bin,
const size_t  col_idx 
) const

Definition at line 957 of file QueryMemoryDescriptor.cpp.

References align_to_int64(), CHECK, CHECK_EQ, entry_count_, getPaddedSlotWidthBytes(), getSlotCount(), getWarpCount(), group_col_widths_, and output_columnar_.

959  {
961  size_t offset{0};
962  auto warp_count = getWarpCount();
963  const auto chosen_bytes = getPaddedSlotWidthBytes(col_idx);
964  const auto total_slot_count = getSlotCount();
965  if (col_idx + 1 == total_slot_count) {
966  if (output_columnar_) {
967  return (entry_count_ - bin) * chosen_bytes;
968  } else {
969  return static_cast<size_t>(align_to_int64(col_ptr + chosen_bytes) - col_ptr);
970  }
971  }
972 
973  const auto next_chosen_bytes = getPaddedSlotWidthBytes(col_idx + 1);
974  if (output_columnar_) {
975  CHECK_EQ(size_t(1), group_col_widths_.size());
976  CHECK_EQ(size_t(1), warp_count);
977 
978  offset = align_to_int64(entry_count_ * chosen_bytes);
979 
980  offset += bin * (next_chosen_bytes - chosen_bytes);
981  return offset;
982  }
983 
984  if (next_chosen_bytes == sizeof(int64_t)) {
985  return static_cast<size_t>(align_to_int64(col_ptr + chosen_bytes) - col_ptr);
986  } else {
987  return chosen_bytes;
988  }
989 }
#define CHECK_EQ(x, y)
Definition: Logger.h:230
const int8_t getPaddedSlotWidthBytes(const size_t slot_idx) const
#define CHECK(condition)
Definition: Logger.h:222
std::vector< int8_t > group_col_widths_
FORCE_INLINE HOST DEVICE T align_to_int64(T addr)

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size_t QueryMemoryDescriptor::getNextColOffInBytesRowOnly ( const int8_t *  col_ptr,
const size_t  col_idx 
) const

Definition at line 991 of file QueryMemoryDescriptor.cpp.

References align_to_int64(), getPaddedSlotWidthBytes(), and getSlotCount().

Referenced by QueryMemoryInitializer::initColumnsPerRow().

992  {
993  const auto chosen_bytes = getPaddedSlotWidthBytes(col_idx);
994  const auto total_slot_count = getSlotCount();
995  if (col_idx + 1 == total_slot_count) {
996  return static_cast<size_t>(align_to_int64(col_ptr + chosen_bytes) - col_ptr);
997  }
998 
999  const auto next_chosen_bytes = getPaddedSlotWidthBytes(col_idx + 1);
1000 
1001  if (next_chosen_bytes == sizeof(int64_t)) {
1002  return static_cast<size_t>(align_to_int64(col_ptr + chosen_bytes) - col_ptr);
1003  } else {
1004  return chosen_bytes;
1005  }
1006 }
const int8_t getPaddedSlotWidthBytes(const size_t slot_idx) const
FORCE_INLINE HOST DEVICE T align_to_int64(T addr)

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size_t QueryMemoryDescriptor::getPaddedColWidthForRange ( const size_t  offset,
const size_t  range 
) const
inline

Definition at line 209 of file QueryMemoryDescriptor.h.

References getPaddedSlotWidthBytes().

Referenced by result_set::get_byteoff_of_slot(), and ResultSet::makeGeoTargetValue().

209  {
210  size_t ret = 0;
211  for (size_t i = offset; i < offset + range; i++) {
212  ret += static_cast<size_t>(getPaddedSlotWidthBytes(i));
213  }
214  return ret;
215  }
const int8_t getPaddedSlotWidthBytes(const size_t slot_idx) const

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const int8_t QueryMemoryDescriptor::getPaddedSlotWidthBytes ( const size_t  slot_idx) const

Definition at line 1151 of file QueryMemoryDescriptor.cpp.

References col_slot_context_, ColSlotContext::getSlotInfo(), and SlotSize::padded_size.

Referenced by advance_target_ptr_row_wise(), advance_to_next_columnar_target_buff(), TargetExprCodegen::codegen(), anonymous_namespace{GpuSharedMemoryUtils.cpp}::codegen_smem_dest_slot_ptr(), TargetExprCodegen::codegenAggregate(), GroupByAndAggregate::codegenOutputSlot(), compact_init_vals(), anonymous_namespace{QueryMemoryInitializer.cpp}::compact_projection_buffer_for_cpu_columnar(), copy_projection_buffer_from_gpu_columnar(), ResultSet::copyColumnIntoBuffer(), QueryMemoryInitializer::createAndInitializeGroupByBufferGpu(), ResultSet::eachCellInColumn(), Executor::executePlanWithoutGroupBy(), result_set::get_width_for_slot(), getColOffInBytes(), getColOffInBytesInNextBin(), getNextColOffInBytes(), getNextColOffInBytesRowOnly(), getPaddedColWidthForRange(), ResultSet::getPaddedSlotWidthBytes(), ResultSet::getTargetValueFromBufferColwise(), ResultSet::getTargetValueFromBufferRowwise(), init_agg_val_vec(), QueryMemoryInitializer::initColumnarGroups(), QueryMemoryInitializer::initColumnsPerRow(), inplace_sort_gpu(), ResultSetReductionJIT::isEmpty(), ResultSetStorage::isEmptyEntry(), ResultSetStorage::isEmptyEntryColumnar(), ResultSet::makeGeoTargetValue(), TargetExprCodegenBuilder::operator()(), anonymous_namespace{Execute.cpp}::permute_storage_columnar(), ResultSetStorage::reduceEntriesNoCollisionsColWise(), ResultSetReductionJIT::reduceOneAggregateSlot(), ResultSetReductionJIT::reduceOneEntryTargetsNoCollisions(), ResultSetStorage::reduceOneSlot(), ResultSetStorage::reduceSingleRow(), and ResultSetStorage::rewriteAggregateBufferOffsets().

1151  {
1152  return col_slot_context_.getSlotInfo(slot_idx).padded_size;
1153 }
const SlotSize & getSlotInfo(const size_t slot_idx) const
int8_t padded_size

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size_t QueryMemoryDescriptor::getPrependedGroupBufferSizeInBytes ( ) const

Definition at line 935 of file QueryMemoryDescriptor.cpp.

References align_to_int64(), CHECK, getEntryCount(), getGroupbyColCount(), groupColWidth(), and output_columnar_.

Referenced by getColOffInBytes().

935  {
937  size_t buffer_size{0};
938  for (size_t group_idx = 0; group_idx < getGroupbyColCount(); group_idx++) {
939  buffer_size += align_to_int64(
940  std::max(groupColWidth(group_idx), static_cast<int8_t>(sizeof(int64_t))) *
941  getEntryCount());
942  }
943  return buffer_size;
944 }
int8_t groupColWidth(const size_t key_idx) const
size_t getGroupbyColCount() const
#define CHECK(condition)
Definition: Logger.h:222
FORCE_INLINE HOST DEVICE T align_to_int64(T addr)

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size_t QueryMemoryDescriptor::getPrependedGroupColOffInBytes ( const size_t  group_idx) const

Definition at line 917 of file QueryMemoryDescriptor.cpp.

References align_to_int64(), CHECK, getEntryCount(), getGroupbyColCount(), groupColWidth(), and output_columnar_.

Referenced by ResultSetStorage::copyKeyColWise(), ResultSetStorage::isEmptyEntryColumnar(), and anonymous_namespace{Execute.cpp}::permute_storage_columnar().

918  {
920  CHECK(group_idx < getGroupbyColCount());
921  size_t offset{0};
922  for (size_t col_idx = 0; col_idx < group_idx; col_idx++) {
923  // TODO(Saman): relax that int64_bit part immediately
924  offset += align_to_int64(
925  std::max(groupColWidth(col_idx), static_cast<int8_t>(sizeof(int64_t))) *
926  getEntryCount());
927  }
928  return offset;
929 }
int8_t groupColWidth(const size_t key_idx) const
size_t getGroupbyColCount() const
#define CHECK(condition)
Definition: Logger.h:222
FORCE_INLINE HOST DEVICE T align_to_int64(T addr)

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QueryDescriptionType QueryMemoryDescriptor::getQueryDescriptionType ( ) const
inline

Definition at line 168 of file QueryMemoryDescriptor.h.

References query_desc_type_.

Referenced by ResultSetStorage::binSearchRowCount(), ResultSetReductionJIT::codegen(), GroupByAndAggregate::codegen(), GpuReductionHelperJIT::codegen(), GroupByAndAggregate::codegenAggCalls(), GroupByAndAggregate::codegenAggColumnPtr(), GroupByAndAggregate::codegenGroupBy(), GroupByAndAggregate::codegenMultiColumnPerfectHash(), GroupByAndAggregate::codegenOutputSlot(), Executor::collectAllDeviceResults(), copy_projection_buffer_from_gpu_columnar(), Executor::createKernels(), ResultSet::getQueryDescriptionType(), GpuReductionHelperJIT::GpuReductionHelperJIT(), GpuSharedMemCodeBuilder::GpuSharedMemCodeBuilder(), init_agg_val_vec(), QueryMemoryInitializer::initColumnarGroups(), anonymous_namespace{TargetExprBuilder.cpp}::is_columnar_projection(), ResultSetReductionJIT::isEmpty(), ResultSetStorage::isEmptyEntry(), ResultSetStorage::isEmptyEntryColumnar(), isSingleColumnGroupByWithPerfectHash(), QueryExecutionContext::launchCpuCode(), QueryExecutionContext::launchGpuCode(), ResultSetStorage::moveEntriesToBuffer(), TargetExprCodegenBuilder::operator()(), ResultSetStorage::reduce(), Executor::reduceMultiDeviceResultSets(), ResultSetStorage::reduceOneEntryBaseline(), ResultSetReductionJIT::reduceOneEntryBaselineIdx(), ResultSetReductionJIT::reduceOneEntryNoCollisionsIdx(), ExecutionKernel::run(), ExecutionKernel::runImpl(), target_exprs_to_infos(), and ResultSet::updateStorageEntryCount().

168 { return query_desc_type_; }
QueryDescriptionType query_desc_type_

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std::unique_ptr< QueryExecutionContext > QueryMemoryDescriptor::getQueryExecutionContext ( const RelAlgExecutionUnit ra_exe_unit,
const Executor executor,
const ExecutorDeviceType  device_type,
const ExecutorDispatchMode  dispatch_mode,
const int  device_id,
const int  outer_table_id,
const int64_t  num_rows,
const std::vector< std::vector< const int8_t * >> &  col_buffers,
const std::vector< std::vector< uint64_t >> &  frag_offsets,
std::shared_ptr< RowSetMemoryOwner row_set_mem_owner,
const bool  output_columnar,
const bool  sort_on_gpu,
const size_t  thread_idx,
RenderInfo render_info 
) const

Definition at line 680 of file QueryMemoryDescriptor.cpp.

References DEBUG_TIMER, and QueryExecutionContext.

Referenced by ExecutionKernel::runImpl().

694  {
695  auto timer = DEBUG_TIMER(__func__);
696  if (frag_offsets.empty()) {
697  return nullptr;
698  }
699  return std::unique_ptr<QueryExecutionContext>(
700  new QueryExecutionContext(ra_exe_unit,
701  *this,
702  executor,
703  device_type,
704  dispatch_mode,
705  device_id,
706  outer_table_id,
707  num_rows,
708  col_buffers,
709  frag_offsets,
710  row_set_mem_owner,
711  output_columnar,
712  sort_on_gpu,
713  thread_idx,
714  render_info));
715 }
void sort_on_gpu(int64_t *val_buff, int32_t *idx_buff, const uint64_t entry_count, const bool desc, const uint32_t chosen_bytes, ThrustAllocator &alloc, const int device_id)
#define DEBUG_TIMER(name)
Definition: Logger.h:371

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size_t QueryMemoryDescriptor::getRowSize ( ) const

Definition at line 817 of file QueryMemoryDescriptor.cpp.

References align_to_int64(), CHECK, getColsSize(), getEffectiveKeyWidth(), group_col_widths_, GroupByPerfectHash, keyless_hash_, output_columnar_, and query_desc_type_.

Referenced by QueryMemoryInitializer::applyStreamingTopNOffsetCpu(), QueryMemoryInitializer::applyStreamingTopNOffsetGpu(), ResultSetLogicalValuesBuilder::build(), GroupByAndAggregate::codegenGroupBy(), GroupByAndAggregate::codegenOutputSlot(), GroupByAndAggregate::codegenWindowRowPointer(), QueryMemoryInitializer::copyGroupByBuffersFromGpu(), create_dev_group_by_buffers(), QueryMemoryInitializer::createAndInitializeGroupByBufferGpu(), getBufferSizeBytes(), getColOffInBytesInNextBin(), QueryMemoryInitializer::initRowGroups(), anonymous_namespace{Execute.cpp}::permute_storage_row_wise(), QueryMemoryInitializer::prepareTopNHeapsDevBuffer(), QueryMemoryDescriptor(), QueryMemoryInitializer::QueryMemoryInitializer(), and ResultSetStorage::reduceSingleRow().

817  {
819  size_t total_bytes{0};
820  if (keyless_hash_) {
821  // ignore, there's no group column in the output buffer
823  } else {
824  total_bytes += group_col_widths_.size() * getEffectiveKeyWidth();
825  total_bytes = align_to_int64(total_bytes);
826  }
827  total_bytes += getColsSize();
828  return align_to_int64(total_bytes);
829 }
size_t getEffectiveKeyWidth() const
QueryDescriptionType query_desc_type_
#define CHECK(condition)
Definition: Logger.h:222
std::vector< int8_t > group_col_widths_
FORCE_INLINE HOST DEVICE T align_to_int64(T addr)

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size_t QueryMemoryDescriptor::getRowWidth ( ) const

Definition at line 1176 of file QueryMemoryDescriptor.cpp.

References col_slot_context_, and ColSlotContext::getAllSlotsPaddedSize().

Referenced by get_row_bytes().

1176  {
1177  // Note: Actual row size may include padding (see ResultSetBufferAccessors.h)
1179 }
size_t getAllSlotsPaddedSize() const

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const int8_t QueryMemoryDescriptor::getSlotIndexForSingleSlotCol ( const size_t  col_idx) const

Definition at line 1165 of file QueryMemoryDescriptor.cpp.

References CHECK_EQ, col_slot_context_, and ColSlotContext::getSlotsForCol().

Referenced by QueryMemoryInitializer::allocateCountDistinctBuffers(), and QueryMemoryInitializer::allocateTDigests().

1166  {
1167  const auto& col_slots = col_slot_context_.getSlotsForCol(col_idx);
1168  CHECK_EQ(col_slots.size(), size_t(1));
1169  return col_slots.front();
1170 }
#define CHECK_EQ(x, y)
Definition: Logger.h:230
const std::vector< size_t > & getSlotsForCol(const size_t col_idx) const

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int64_t QueryMemoryDescriptor::getTargetGroupbyIndex ( const size_t  target_idx) const
inline

Definition at line 234 of file QueryMemoryDescriptor.h.

References CHECK_LT, and target_groupby_indices_.

Referenced by ResultSet::getTargetValueFromBufferColwise(), ResultSet::getTargetValueFromBufferRowwise(), ResultSetReductionJIT::reduceOneEntryBaseline(), ResultSetStorage::reduceOneEntrySlotsBaseline(), ResultSetReductionJIT::reduceOneEntryTargetsNoCollisions(), ResultSetReductionJIT::reduceOneSlot(), ResultSetStorage::reduceOneSlot(), and reductionKey().

234  {
235  CHECK_LT(target_idx, target_groupby_indices_.size());
236  return target_groupby_indices_[target_idx];
237  }
std::vector< int64_t > target_groupby_indices_
#define CHECK_LT(x, y)
Definition: Logger.h:232

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int32_t QueryMemoryDescriptor::getTargetIdxForKey ( ) const
inline

Definition at line 181 of file QueryMemoryDescriptor.h.

References idx_target_as_key_.

Referenced by ResultSetReductionJIT::isEmpty(), ResultSetStorage::isEmptyEntry(), ResultSetStorage::isEmptyEntryColumnar(), ResultSetStorage::reduceSingleRow(), and reductionKey().

181 { return idx_target_as_key_; }

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size_t QueryMemoryDescriptor::getTotalBytesOfColumnarBuffers ( ) const
private

Returns the maximum total number of bytes (including required paddings) to store all non-lazy columns' results for columnar cases.

Definition at line 844 of file QueryMemoryDescriptor.cpp.

References CHECK, col_slot_context_, entry_count_, ColSlotContext::getTotalBytesOfColumnarBuffers(), and output_columnar_.

Referenced by getBufferSizeBytes(), and getTotalBytesOfColumnarProjections().

844  {
847 }
size_t getTotalBytesOfColumnarBuffers(const size_t entry_count) const
#define CHECK(condition)
Definition: Logger.h:222

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size_t QueryMemoryDescriptor::getTotalBytesOfColumnarBuffers ( const size_t  num_entries_per_column) const
private

This is a helper function that returns the total number of bytes (including required paddings) to store all non-lazy columns' results for columnar cases.

Definition at line 853 of file QueryMemoryDescriptor.cpp.

References col_slot_context_, and ColSlotContext::getTotalBytesOfColumnarBuffers().

854  {
855  return col_slot_context_.getTotalBytesOfColumnarBuffers(num_entries_per_column);
856 }
size_t getTotalBytesOfColumnarBuffers(const size_t entry_count) const

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size_t QueryMemoryDescriptor::getTotalBytesOfColumnarProjections ( const size_t  projection_count) const
private

Returns the effective total number of bytes from columnar projections, which includes 1) total number of bytes used to store all non-lazy columns 2) total number of bytes used to store row indices (for lazy fetches, etc.)

NOTE: this function does not represent the buffer sizes dedicated for the results, but the required memory to fill all valid results into a compact new buffer (with no holes in it)

Definition at line 867 of file QueryMemoryDescriptor.cpp.

References getTotalBytesOfColumnarBuffers().

868  {
869  constexpr size_t row_index_width = sizeof(int64_t);
870  return getTotalBytesOfColumnarBuffers(projection_count) +
871  row_index_width * projection_count;
872 }
size_t getTotalBytesOfColumnarBuffers() const

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size_t QueryMemoryDescriptor::getWarpCount ( ) const

Definition at line 831 of file QueryMemoryDescriptor.cpp.

References executor_, and interleaved_bins_on_gpu_.

Referenced by getColOffInBytes(), getColOffInBytesInNextBin(), and getNextColOffInBytes().

831  {
832  return (interleaved_bins_on_gpu_ ? executor_->warpSize() : 1);
833 }

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int8_t QueryMemoryDescriptor::groupColWidth ( const size_t  key_idx) const
inline

Definition at line 184 of file QueryMemoryDescriptor.h.

References CHECK_LT, and group_col_widths_.

Referenced by ResultSetStorage::copyKeyColWise(), getPrependedGroupBufferSizeInBytes(), getPrependedGroupColOffInBytes(), ResultSetStorage::isEmptyEntryColumnar(), and anonymous_namespace{Execute.cpp}::permute_storage_columnar().

184  {
185  CHECK_LT(key_idx, group_col_widths_.size());
186  return group_col_widths_[key_idx];
187  }
#define CHECK_LT(x, y)
Definition: Logger.h:232
std::vector< int8_t > group_col_widths_

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const auto QueryMemoryDescriptor::groupColWidthsBegin ( ) const
inline

Definition at line 191 of file QueryMemoryDescriptor.h.

References group_col_widths_.

191 { return group_col_widths_.begin(); }
std::vector< int8_t > group_col_widths_
const auto QueryMemoryDescriptor::groupColWidthsEnd ( ) const
inline

Definition at line 192 of file QueryMemoryDescriptor.h.

References group_col_widths_.

192 { return group_col_widths_.end(); }
std::vector< int8_t > group_col_widths_
bool QueryMemoryDescriptor::hasInterleavedBinsOnGpu ( ) const
inline

Definition at line 178 of file QueryMemoryDescriptor.h.

References interleaved_bins_on_gpu_.

bool QueryMemoryDescriptor::hasNulls ( ) const
inline

Definition at line 259 of file QueryMemoryDescriptor.h.

References has_nulls_.

Referenced by GroupByAndAggregate::codegenGroupBy().

259 { return has_nulls_; }

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bool QueryMemoryDescriptor::hasVarlenOutput ( ) const
inline

Definition at line 337 of file QueryMemoryDescriptor.h.

References col_slot_context_, and ColSlotContext::hasVarlenOutput().

Referenced by QueryMemoryInitializer::applyStreamingTopNOffsetCpu(), QueryMemoryInitializer::applyStreamingTopNOffsetGpu(), GroupByAndAggregate::codegenVarlenOutputBuffer(), QueryMemoryInitializer::compactProjectionBuffersCpu(), QueryMemoryInitializer::compactProjectionBuffersGpu(), QueryMemoryInitializer::copyGroupByBuffersFromGpu(), QueryMemoryInitializer::createAndInitializeGroupByBufferGpu(), QueryExecutionContext::getRowSet(), query_group_by_template_impl(), and QueryMemoryInitializer::QueryMemoryInitializer().

bool hasVarlenOutput() const

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std::unique_ptr< QueryMemoryDescriptor > QueryMemoryDescriptor::init ( const Executor executor,
const RelAlgExecutionUnit ra_exe_unit,
const std::vector< InputTableInfo > &  query_infos,
const ColRangeInfo col_range_info,
const KeylessInfo keyless_info,
const bool  allow_multifrag,
const ExecutorDeviceType  device_type,
const int8_t  crt_min_byte_width,
const bool  sort_on_gpu_hint,
const size_t  shard_count,
const size_t  max_groups_buffer_entry_count,
RenderInfo render_info,
const CountDistinctDescriptors  count_distinct_descriptors,
const bool  must_use_baseline_sort,
const bool  output_columnar_hint,
const bool  streaming_top_n_hint 
)
static

Definition at line 241 of file QueryMemoryDescriptor.cpp.

References anonymous_namespace{QueryMemoryDescriptor.cpp}::get_col_byte_widths(), RelAlgExecutionUnit::groupby_exprs, and RelAlgExecutionUnit::target_exprs.

Referenced by GroupByAndAggregate::initQueryMemoryDescriptorImpl().

257  {
258  auto group_col_widths = get_col_byte_widths(ra_exe_unit.groupby_exprs);
259  const bool is_group_by{!group_col_widths.empty()};
260 
261  auto col_slot_context = ColSlotContext(ra_exe_unit.target_exprs, {});
262 
263  const auto min_slot_size = QueryMemoryDescriptor::pick_target_compact_width(
264  ra_exe_unit, query_infos, crt_min_byte_width);
265 
266  col_slot_context.setAllSlotsPaddedSize(min_slot_size);
267  col_slot_context.validate();
268 
269  if (!is_group_by) {
270  CHECK(!must_use_baseline_sort);
271 
272  return std::make_unique<QueryMemoryDescriptor>(
273  executor,
274  ra_exe_unit,
275  query_infos,
276  allow_multifrag,
277  false,
278  false,
279  -1,
280  ColRangeInfo{ra_exe_unit.estimator ? QueryDescriptionType::Estimator
282  0,
283  0,
284  0,
285  false},
286  col_slot_context,
287  std::vector<int8_t>{},
288  /*group_col_compact_width=*/0,
289  std::vector<int64_t>{},
290  /*entry_count=*/1,
291  count_distinct_descriptors,
292  false,
293  output_columnar_hint,
294  render_info && render_info->isInSitu(),
295  must_use_baseline_sort,
296  /*use_streaming_top_n=*/false);
297  }
298 
299  size_t entry_count = 1;
300  auto actual_col_range_info = col_range_info;
301  bool interleaved_bins_on_gpu = false;
302  bool keyless_hash = false;
303  bool streaming_top_n = false;
304  int8_t group_col_compact_width = 0;
305  int32_t idx_target_as_key = -1;
306  auto output_columnar = output_columnar_hint;
307  std::vector<int64_t> target_groupby_indices;
308 
309  switch (col_range_info.hash_type_) {
311  if (render_info) {
312  // TODO(croot): this can be removed now thanks to the more centralized
313  // NonInsituQueryClassifier code, but keeping it just in case
314  render_info->setNonInSitu();
315  }
316  // keyless hash: whether or not group columns are stored at the beginning of the
317  // output buffer
318  keyless_hash =
319  (!sort_on_gpu_hint ||
321  col_range_info.max, col_range_info.min, col_range_info.bucket)) &&
322  !col_range_info.bucket && !must_use_baseline_sort && keyless_info.keyless;
323 
324  // if keyless, then this target index indicates wheter an entry is empty or not
325  // (acts as a key)
326  idx_target_as_key = keyless_info.target_index;
327 
328  if (group_col_widths.size() > 1) {
329  // col range info max contains the expected cardinality of the output
330  entry_count = static_cast<size_t>(actual_col_range_info.max);
331  actual_col_range_info.bucket = 0;
332  } else {
333  // single column perfect hash
334  entry_count = std::max(
335  GroupByAndAggregate::getBucketedCardinality(col_range_info), int64_t(1));
336  const size_t interleaved_max_threshold{512};
337 
338  if (must_use_baseline_sort) {
339  target_groupby_indices = target_expr_group_by_indices(ra_exe_unit.groupby_exprs,
340  ra_exe_unit.target_exprs);
341  col_slot_context =
342  ColSlotContext(ra_exe_unit.target_exprs, target_groupby_indices);
343  }
344 
345  bool has_varlen_sample_agg = false;
346  for (const auto& target_expr : ra_exe_unit.target_exprs) {
347  if (target_expr->get_contains_agg()) {
348  const auto agg_expr = dynamic_cast<Analyzer::AggExpr*>(target_expr);
349  CHECK(agg_expr);
350  if (agg_expr->get_aggtype() == kSAMPLE &&
351  agg_expr->get_type_info().is_varlen()) {
352  has_varlen_sample_agg = true;
353  break;
354  }
355  }
356  }
357 
358  interleaved_bins_on_gpu = keyless_hash && !has_varlen_sample_agg &&
359  (entry_count <= interleaved_max_threshold) &&
360  (device_type == ExecutorDeviceType::GPU) &&
362  count_distinct_descriptors) &&
363  !output_columnar;
364  }
365  break;
366  }
368  if (render_info) {
369  // TODO(croot): this can be removed now thanks to the more centralized
370  // NonInsituQueryClassifier code, but keeping it just in case
371  render_info->setNonInSitu();
372  }
373  entry_count = shard_count
374  ? (max_groups_buffer_entry_count + shard_count - 1) / shard_count
375  : max_groups_buffer_entry_count;
376  target_groupby_indices = target_expr_group_by_indices(ra_exe_unit.groupby_exprs,
377  ra_exe_unit.target_exprs);
378  col_slot_context = ColSlotContext(ra_exe_unit.target_exprs, target_groupby_indices);
379 
380  group_col_compact_width =
381  output_columnar ? 8
382  : pick_baseline_key_width(ra_exe_unit, query_infos, executor);
383 
384  actual_col_range_info =
386  break;
387  }
389  CHECK(!must_use_baseline_sort);
390 
391  if (streaming_top_n_hint && use_streaming_top_n(ra_exe_unit, output_columnar)) {
392  streaming_top_n = true;
393  entry_count = ra_exe_unit.sort_info.offset + ra_exe_unit.sort_info.limit;
394  } else {
395  if (ra_exe_unit.use_bump_allocator) {
396  output_columnar = false;
397  entry_count = 0;
398  } else {
399  entry_count = ra_exe_unit.scan_limit
400  ? static_cast<size_t>(ra_exe_unit.scan_limit)
401  : max_groups_buffer_entry_count;
402  }
403  }
404 
405  const auto catalog = executor->getCatalog();
406  CHECK(catalog);
407  target_groupby_indices = executor->plan_state_->allow_lazy_fetch_
408  ? target_expr_proj_indices(ra_exe_unit, *catalog)
409  : std::vector<int64_t>{};
410 
411  col_slot_context = ColSlotContext(ra_exe_unit.target_exprs, target_groupby_indices);
412  break;
413  }
414  default:
415  UNREACHABLE() << "Unknown query type";
416  }
417 
418  return std::make_unique<QueryMemoryDescriptor>(executor,
419  ra_exe_unit,
420  query_infos,
421  allow_multifrag,
422  keyless_hash,
423  interleaved_bins_on_gpu,
424  idx_target_as_key,
425  actual_col_range_info,
426  col_slot_context,
427  group_col_widths,
428  group_col_compact_width,
429  target_groupby_indices,
430  entry_count,
431  count_distinct_descriptors,
432  sort_on_gpu_hint,
433  output_columnar,
434  render_info && render_info->isInSitu(),
435  must_use_baseline_sort,
436  streaming_top_n);
437 }
std::vector< Analyzer::Expr * > target_exprs
static bool many_entries(const int64_t max_val, const int64_t min_val, const int64_t bucket)
static int64_t getBucketedCardinality(const ColRangeInfo &col_range_info)
std::vector< int64_t > target_expr_proj_indices(const RelAlgExecutionUnit &ra_exe_unit, const Catalog_Namespace::Catalog &cat)
const bool keyless
std::vector< int8_t > get_col_byte_widths(const T &col_expr_list)
QueryDescriptionType hash_type_
#define UNREACHABLE()
Definition: Logger.h:266
bool use_streaming_top_n(const RelAlgExecutionUnit &ra_exe_unit, const bool output_columnar)
const std::list< std::shared_ptr< Analyzer::Expr > > groupby_exprs
static int8_t pick_target_compact_width(const RelAlgExecutionUnit &ra_exe_unit, const std::vector< InputTableInfo > &query_infos, const int8_t crt_min_byte_width)
const int32_t target_index
std::vector< int64_t > target_expr_group_by_indices(const std::list< std::shared_ptr< Analyzer::Expr >> &groupby_exprs, const std::vector< Analyzer::Expr * > &target_exprs)
void setNonInSitu()
Definition: RenderInfo.cpp:49
#define CHECK(condition)
Definition: Logger.h:222
static bool countDescriptorsLogicallyEmpty(const CountDistinctDescriptors &count_distinct_descriptors)
int8_t pick_baseline_key_width(const RelAlgExecutionUnit &ra_exe_unit, const std::vector< InputTableInfo > &query_infos, const Executor *executor)

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bool QueryMemoryDescriptor::interleavedBins ( const ExecutorDeviceType  device_type) const
bool QueryMemoryDescriptor::isGroupBy ( ) const
inline

Definition at line 195 of file QueryMemoryDescriptor.h.

References group_col_widths_.

Referenced by anonymous_namespace{TargetExprBuilder.cpp}::get_initial_agg_val(), init_agg_val_vec(), QueryMemoryInitializer::initColumnsPerRow(), QueryExecutionContext::launchCpuCode(), QueryExecutionContext::launchGpuCode(), and QueryMemoryInitializer::QueryMemoryInitializer().

195 { return !group_col_widths_.empty(); }
std::vector< int8_t > group_col_widths_

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bool QueryMemoryDescriptor::isLogicalSizedColumnsAllowed ( ) const

Definition at line 1078 of file QueryMemoryDescriptor.cpp.

References g_cluster, output_columnar_, Projection, query_desc_type_, and TableFunction.

Referenced by TargetExprCodegen::codegenAggregate(), TargetExprCodegenBuilder::codegenMultiSlotSampleExpressions(), TargetExprCodegenBuilder::codegenSlotEmptyKey(), init_agg_val_vec(), ResultSet::makeTargetValue(), QueryMemoryDescriptor(), ResultSetStorage::reduceOneSlot(), ResultSetStorage::reduceOneSlotSingleValue(), and setOutputColumnar().

1078  {
1079  // In distributed mode, result sets are serialized using rowwise iterators, so we use
1080  // consistent slot widths for now
1081  return output_columnar_ && !g_cluster &&
1083  query_desc_type_ == QueryDescriptionType::TableFunction);
1084 }
QueryDescriptionType query_desc_type_
bool g_cluster

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bool QueryMemoryDescriptor::isSingleColumnGroupByWithPerfectHash ( ) const
inline

Definition at line 170 of file QueryMemoryDescriptor.h.

References getGroupbyColCount(), getQueryDescriptionType(), and GroupByPerfectHash.

Referenced by GroupByAndAggregate::codegenGroupBy(), and ResultSet::getTargetValueFromBufferRowwise().

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bool QueryMemoryDescriptor::isWarpSyncRequired ( const ExecutorDeviceType  device_type) const

Definition at line 1135 of file QueryMemoryDescriptor.cpp.

References executor_, and GPU.

Referenced by query_group_by_template_impl().

1136  {
1137  if (device_type == ExecutorDeviceType::GPU) {
1138  return executor_->cudaMgr()->isArchVoltaOrGreaterForAll();
1139  }
1140  return false;
1141 }

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bool QueryMemoryDescriptor::lazyInitGroups ( const ExecutorDeviceType  device_type) const

Definition at line 1125 of file QueryMemoryDescriptor.cpp.

References count_distinct_descriptors_, countDescriptorsLogicallyEmpty(), GPU, and render_output_.

Referenced by create_dev_group_by_buffers(), QueryMemoryInitializer::createAndInitializeGroupByBufferGpu(), QueryMemoryInitializer::prepareTopNHeapsDevBuffer(), QueryMemoryInitializer::QueryMemoryInitializer(), and toString().

1125  {
1126  return device_type == ExecutorDeviceType::GPU && !render_output_ &&
1128 }
CountDistinctDescriptors count_distinct_descriptors_
static bool countDescriptorsLogicallyEmpty(const CountDistinctDescriptors &count_distinct_descriptors)

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static bool QueryMemoryDescriptor::many_entries ( const int64_t  max_val,
const int64_t  min_val,
const int64_t  bucket 
)
inlinestatic

Definition at line 142 of file QueryMemoryDescriptor.h.

Referenced by blocksShareMemory().

144  {
145  return max_val - min_val > 10000 * std::max(bucket, int64_t(1));
146  }

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bool QueryMemoryDescriptor::mustUseBaselineSort ( ) const
inline

Definition at line 279 of file QueryMemoryDescriptor.h.

References must_use_baseline_sort_.

Referenced by GroupByAndAggregate::codegenSingleColumnPerfectHash().

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bool QueryMemoryDescriptor::operator== ( const QueryMemoryDescriptor other) const

Definition at line 616 of file QueryMemoryDescriptor.cpp.

References bucket_, col_slot_context_, count_distinct_descriptors_, force_4byte_float_, group_col_compact_width_, group_col_widths_, has_nulls_, idx_target_as_key_, interleaved_bins_on_gpu_, keyless_hash_, max_val_, min_val_, output_columnar_, query_desc_type_, sort_on_gpu_, and target_groupby_indices_.

616  {
617  // Note that this method does not check ptr reference members (e.g. executor_) or
618  // entry_count_
619  if (query_desc_type_ != other.query_desc_type_) {
620  return false;
621  }
622  if (keyless_hash_ != other.keyless_hash_) {
623  return false;
624  }
626  return false;
627  }
628  if (idx_target_as_key_ != other.idx_target_as_key_) {
629  return false;
630  }
631  if (force_4byte_float_ != other.force_4byte_float_) {
632  return false;
633  }
634  if (group_col_widths_ != other.group_col_widths_) {
635  return false;
636  }
638  return false;
639  }
641  return false;
642  }
643  if (min_val_ != other.min_val_) {
644  return false;
645  }
646  if (max_val_ != other.max_val_) {
647  return false;
648  }
649  if (bucket_ != other.bucket_) {
650  return false;
651  }
652  if (has_nulls_ != other.has_nulls_) {
653  return false;
654  }
656  return false;
657  } else {
658  // Count distinct descriptors can legitimately differ in device only.
659  for (size_t i = 0; i < count_distinct_descriptors_.size(); ++i) {
660  auto ref_count_distinct_desc = other.count_distinct_descriptors_[i];
661  auto count_distinct_desc = count_distinct_descriptors_[i];
662  count_distinct_desc.device_type = ref_count_distinct_desc.device_type;
663  if (ref_count_distinct_desc != count_distinct_desc) {
664  return false;
665  }
666  }
667  }
668  if (sort_on_gpu_ != other.sort_on_gpu_) {
669  return false;
670  }
671  if (output_columnar_ != other.output_columnar_) {
672  return false;
673  }
674  if (col_slot_context_ != other.col_slot_context_) {
675  return false;
676  }
677  return true;
678 }
std::vector< int64_t > target_groupby_indices_
CountDistinctDescriptors count_distinct_descriptors_
QueryDescriptionType query_desc_type_
std::vector< int8_t > group_col_widths_
int8_t QueryMemoryDescriptor::pick_target_compact_width ( const RelAlgExecutionUnit ra_exe_unit,
const std::vector< InputTableInfo > &  query_infos,
const int8_t  crt_min_byte_width 
)
static

Definition at line 717 of file QueryMemoryDescriptor.cpp.

References CHECK, CHECK_EQ, g_bigint_count, anonymous_namespace{QueryMemoryDescriptor.cpp}::get_col_byte_widths(), Analyzer::UOper::get_operand(), Analyzer::Expr::get_type_info(), RelAlgExecutionUnit::groupby_exprs, RelAlgExecutionUnit::input_col_descs, anonymous_namespace{QueryMemoryDescriptor.cpp}::is_int_and_no_bigger_than(), kCOUNT, kENCODING_DICT, kUNNEST, and RelAlgExecutionUnit::target_exprs.

720  {
721  if (g_bigint_count) {
722  return sizeof(int64_t);
723  }
724  int8_t compact_width{0};
725  auto col_it = ra_exe_unit.input_col_descs.begin();
726  auto const end = ra_exe_unit.input_col_descs.end();
727  int unnest_array_col_id{std::numeric_limits<int>::min()};
728  for (const auto& groupby_expr : ra_exe_unit.groupby_exprs) {
729  const auto uoper = dynamic_cast<Analyzer::UOper*>(groupby_expr.get());
730  if (uoper && uoper->get_optype() == kUNNEST) {
731  const auto& arg_ti = uoper->get_operand()->get_type_info();
732  CHECK(arg_ti.is_array());
733  const auto& elem_ti = arg_ti.get_elem_type();
734  if (elem_ti.is_string() && elem_ti.get_compression() == kENCODING_DICT) {
735  unnest_array_col_id = (*col_it)->getColId();
736  } else {
737  compact_width = crt_min_byte_width;
738  break;
739  }
740  }
741  if (col_it != end) {
742  ++col_it;
743  }
744  }
745  if (!compact_width &&
746  (ra_exe_unit.groupby_exprs.size() != 1 || !ra_exe_unit.groupby_exprs.front())) {
747  compact_width = crt_min_byte_width;
748  }
749  if (!compact_width) {
750  col_it = ra_exe_unit.input_col_descs.begin();
751  std::advance(col_it, ra_exe_unit.groupby_exprs.size());
752  for (const auto target : ra_exe_unit.target_exprs) {
753  const auto& ti = target->get_type_info();
754  const auto agg = dynamic_cast<const Analyzer::AggExpr*>(target);
755  if (agg && agg->get_arg()) {
756  compact_width = crt_min_byte_width;
757  break;
758  }
759 
760  if (agg) {
761  CHECK_EQ(kCOUNT, agg->get_aggtype());
762  CHECK(!agg->get_is_distinct());
763  if (col_it != end) {
764  ++col_it;
765  }
766  continue;
767  }
768 
769  if (is_int_and_no_bigger_than(ti, 4) ||
770  (ti.is_string() && ti.get_compression() == kENCODING_DICT)) {
771  if (col_it != end) {
772  ++col_it;
773  }
774  continue;
775  }
776 
777  const auto uoper = dynamic_cast<Analyzer::UOper*>(target);
778  if (uoper && uoper->get_optype() == kUNNEST &&
779  (*col_it)->getColId() == unnest_array_col_id) {
780  const auto arg_ti = uoper->get_operand()->get_type_info();
781  CHECK(arg_ti.is_array());
782  const auto& elem_ti = arg_ti.get_elem_type();
783  if (elem_ti.is_string() && elem_ti.get_compression() == kENCODING_DICT) {
784  if (col_it != end) {
785  ++col_it;
786  }
787  continue;
788  }
789  }
790 
791  compact_width = crt_min_byte_width;
792  break;
793  }
794  }
795  if (!compact_width) {
796  size_t total_tuples{0};
797  for (const auto& qi : query_infos) {
798  total_tuples += qi.info.getNumTuples();
799  }
800  return total_tuples <= static_cast<size_t>(std::numeric_limits<uint32_t>::max()) ||
801  unnest_array_col_id != std::numeric_limits<int>::min()
802  ? 4
803  : crt_min_byte_width;
804  } else {
805  // TODO(miyu): relax this condition to allow more cases just w/o padding
806  for (auto wid : get_col_byte_widths(ra_exe_unit.target_exprs)) {
807  compact_width = std::max(compact_width, wid);
808  }
809  return compact_width;
810  }
811 }
std::vector< Analyzer::Expr * > target_exprs
#define CHECK_EQ(x, y)
Definition: Logger.h:230
std::vector< int8_t > get_col_byte_widths(const T &col_expr_list)
const std::list< std::shared_ptr< Analyzer::Expr > > groupby_exprs
bool g_bigint_count
const SQLTypeInfo & get_type_info() const
Definition: Analyzer.h:82
const Expr * get_operand() const
Definition: Analyzer.h:379
Definition: sqldefs.h:77
bool is_int_and_no_bigger_than(const SQLTypeInfo &ti, const size_t byte_width)
#define CHECK(condition)
Definition: Logger.h:222
std::list< std::shared_ptr< const InputColDescriptor > > input_col_descs

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std::string QueryMemoryDescriptor::queryDescTypeToString ( ) const

Definition at line 1209 of file QueryMemoryDescriptor.cpp.

References Estimator, GroupByBaselineHash, GroupByPerfectHash, NonGroupedAggregate, Projection, query_desc_type_, TableFunction, and UNREACHABLE.

Referenced by reductionKey().

1209  {
1210  switch (query_desc_type_) {
1212  return "Perfect Hash";
1214  return "Baseline Hash";
1216  return "Projection";
1218  return "Table Function";
1220  return "Non-grouped Aggregate";
1222  return "Estimator";
1223  default:
1224  UNREACHABLE();
1225  }
1226  return "";
1227 }
#define UNREACHABLE()
Definition: Logger.h:266
QueryDescriptionType query_desc_type_

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std::string QueryMemoryDescriptor::reductionKey ( ) const

Definition at line 1252 of file QueryMemoryDescriptor.cpp.

References col_slot_context_, getEffectiveKeyWidth(), getGroupbyColCount(), getTargetGroupbyIndex(), getTargetIdxForKey(), join(), keyless_hash_, queryDescTypeToString(), targetGroupbyIndicesSize(), to_string(), ColSlotContext::toString(), and toString().

Referenced by ResultSetReductionJIT::cacheKey(), and toString().

1252  {
1253  std::string str;
1254  str += "Query Memory Descriptor State\n";
1255  str += "\tQuery Type: " + queryDescTypeToString() + "\n";
1256  str +=
1257  "\tKeyless Hash: " + ::toString(keyless_hash_) +
1258  (keyless_hash_ ? ", target index for key: " + std::to_string(getTargetIdxForKey())
1259  : "") +
1260  "\n";
1261  str += "\tEffective key width: " + std::to_string(getEffectiveKeyWidth()) + "\n";
1262  str += "\tNumber of group columns: " + std::to_string(getGroupbyColCount()) + "\n";
1263  const auto group_indices_size = targetGroupbyIndicesSize();
1264  if (group_indices_size) {
1265  std::vector<std::string> group_indices_strings;
1266  for (size_t target_idx = 0; target_idx < group_indices_size; ++target_idx) {
1267  group_indices_strings.push_back(std::to_string(getTargetGroupbyIndex(target_idx)));
1268  }
1269  str += "\tTarget group by indices: " +
1270  boost::algorithm::join(group_indices_strings, ",") + "\n";
1271  }
1272  str += "\t" + col_slot_context_.toString();
1273  return str;
1274 }
int64_t getTargetGroupbyIndex(const size_t target_idx) const
std::string toString() const
std::string join(T const &container, std::string const &delim)
size_t getEffectiveKeyWidth() const
std::string to_string(char const *&&v)
size_t getGroupbyColCount() const
size_t targetGroupbyIndicesSize() const
std::string toString() const
std::string queryDescTypeToString() const
int32_t getTargetIdxForKey() const

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void QueryMemoryDescriptor::resetGroupColWidths ( const std::vector< int8_t > &  new_group_col_widths)
inlineprotected

Definition at line 352 of file QueryMemoryDescriptor.h.

References group_col_widths_.

352  {
353  group_col_widths_ = new_group_col_widths;
354  }
std::vector< int8_t > group_col_widths_
void QueryMemoryDescriptor::setAllTargetGroupbyIndices ( std::vector< int64_t >  group_by_indices)
inline

Definition at line 239 of file QueryMemoryDescriptor.h.

References target_groupby_indices_.

239  {
240  target_groupby_indices_ = group_by_indices;
241  }
std::vector< int64_t > target_groupby_indices_
void QueryMemoryDescriptor::setEntryCount ( const size_t  val)
inline

Definition at line 253 of file QueryMemoryDescriptor.h.

References entry_count_.

Referenced by Executor::executePlanWithGroupBy(), Executor::reduceMultiDeviceResultSets(), ResultSetStorage::updateEntryCount(), and ResultSet::updateStorageEntryCount().

253 { entry_count_ = val; }

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void QueryMemoryDescriptor::setForceFourByteFloat ( const bool  val)
inline

Definition at line 284 of file QueryMemoryDescriptor.h.

References force_4byte_float_.

void QueryMemoryDescriptor::setGroupColCompactWidth ( const int8_t  val)
inline

Definition at line 197 of file QueryMemoryDescriptor.h.

References group_col_compact_width_.

void QueryMemoryDescriptor::setHasInterleavedBinsOnGpu ( const bool  val)
inline

Definition at line 179 of file QueryMemoryDescriptor.h.

References interleaved_bins_on_gpu_.

void QueryMemoryDescriptor::setHasKeylessHash ( const bool  val)
inline

Definition at line 176 of file QueryMemoryDescriptor.h.

References keyless_hash_.

void QueryMemoryDescriptor::setOutputColumnar ( const bool  val)

Definition at line 1067 of file QueryMemoryDescriptor.cpp.

References col_slot_context_, isLogicalSizedColumnsAllowed(), output_columnar_, and ColSlotContext::setAllSlotsPaddedSizeToLogicalSize().

Referenced by TableFunctionManager::allocate_output_buffers(), Executor::executeTableFunction(), and TableFunctionExecutionContext::launchGpuCode().

1067  {
1068  output_columnar_ = val;
1071  }
1072 }
bool isLogicalSizedColumnsAllowed() const
void setAllSlotsPaddedSizeToLogicalSize()

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void QueryMemoryDescriptor::setPaddedSlotWidthBytes ( const size_t  slot_idx,
const int8_t  bytes 
)

Definition at line 1155 of file QueryMemoryDescriptor.cpp.

References col_slot_context_, and ColSlotContext::setPaddedSlotWidthBytes().

Referenced by TargetExprCodegenBuilder::operator()().

1156  {
1157  col_slot_context_.setPaddedSlotWidthBytes(slot_idx, bytes);
1158 }
void setPaddedSlotWidthBytes(const size_t slot_idx, const int8_t bytes)

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void QueryMemoryDescriptor::setQueryDescriptionType ( const QueryDescriptionType  val)
inline

Definition at line 169 of file QueryMemoryDescriptor.h.

References query_desc_type_.

169 { query_desc_type_ = val; }
QueryDescriptionType query_desc_type_
void QueryMemoryDescriptor::setTargetIdxForKey ( const int32_t  val)
inline

Definition at line 182 of file QueryMemoryDescriptor.h.

References idx_target_as_key_.

bool QueryMemoryDescriptor::slotIsVarlenOutput ( const size_t  slot_idx) const
inline

Definition at line 347 of file QueryMemoryDescriptor.h.

References col_slot_context_, and ColSlotContext::slotIsVarlen().

Referenced by advance_target_ptr_row_wise(), and ResultSet::makeGeoTargetValue().

347  {
348  return col_slot_context_.slotIsVarlen(slot_idx);
349  }
bool slotIsVarlen(const size_t slot_idx) const

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bool QueryMemoryDescriptor::sortOnGpu ( ) const
inline

Definition at line 269 of file QueryMemoryDescriptor.h.

References sort_on_gpu_.

Referenced by alignPaddedSlots(), QueryExecutionContext::launchGpuCode(), ExecutionKernel::runImpl(), and use_speculative_top_n().

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size_t QueryMemoryDescriptor::targetGroupbyIndicesSize ( ) const
inline
size_t QueryMemoryDescriptor::targetGroupbyNegativeIndicesSize ( ) const
inline

Definition at line 244 of file QueryMemoryDescriptor.h.

References target_groupby_indices_.

244  {
245  return std::count_if(
246  target_groupby_indices_.begin(),
248  [](const int64_t& target_group_by_index) { return target_group_by_index < 0; });
249  }
std::vector< int64_t > target_groupby_indices_
std::string QueryMemoryDescriptor::toString ( ) const

Definition at line 1229 of file QueryMemoryDescriptor.cpp.

References allow_multifrag_, blocksShareMemory(), bucket_, entry_count_, GPU, interleaved_bins_on_gpu_, is_table_function_, lazyInitGroups(), max_val_, min_val_, must_use_baseline_sort_, output_columnar_, reductionKey(), render_output_, sort_on_gpu_, threadsShareMemory(), to_string(), use_streaming_top_n_, and usesGetGroupValueFast().

Referenced by Executor::createKernels(), and reductionKey().

1229  {
1230  auto str = reductionKey();
1231  str += "\tAllow Multifrag: " + ::toString(allow_multifrag_) + "\n";
1232  str += "\tInterleaved Bins on GPU: " + ::toString(interleaved_bins_on_gpu_) + "\n";
1233  str += "\tBlocks Share Memory: " + ::toString(blocksShareMemory()) + "\n";
1234  str += "\tThreads Share Memory: " + ::toString(threadsShareMemory()) + "\n";
1235  str += "\tUses Fast Group Values: " + ::toString(usesGetGroupValueFast()) + "\n";
1236  str +=
1237  "\tLazy Init Groups (GPU): " + ::toString(lazyInitGroups(ExecutorDeviceType::GPU)) +
1238  "\n";
1239  str += "\tEntry Count: " + std::to_string(entry_count_) + "\n";
1240  str += "\tMin Val (perfect hash only): " + std::to_string(min_val_) + "\n";
1241  str += "\tMax Val (perfect hash only): " + std::to_string(max_val_) + "\n";
1242  str += "\tBucket Val (perfect hash only): " + std::to_string(bucket_) + "\n";
1243  str += "\tSort on GPU: " + ::toString(sort_on_gpu_) + "\n";
1244  str += "\tUse Streaming Top N: " + ::toString(use_streaming_top_n_) + "\n";
1245  str += "\tOutput Columnar: " + ::toString(output_columnar_) + "\n";
1246  str += "\tRender Output: " + ::toString(render_output_) + "\n";
1247  str += "\tUse Baseline Sort: " + ::toString(must_use_baseline_sort_) + "\n";
1248  str += "\tIs Table Function: " + ::toString(is_table_function_) + "\n";
1249  return str;
1250 }
std::string toString() const
std::string to_string(char const *&&v)
bool lazyInitGroups(const ExecutorDeviceType) const
std::string reductionKey() const

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static TResultSetBufferDescriptor QueryMemoryDescriptor::toThrift ( const QueryMemoryDescriptor )
static
int8_t QueryMemoryDescriptor::updateActualMinByteWidth ( const int8_t  actual_min_byte_width) const

Definition at line 1181 of file QueryMemoryDescriptor.cpp.

References col_slot_context_, and ColSlotContext::getMinPaddedByteSize().

1182  {
1183  return col_slot_context_.getMinPaddedByteSize(actual_min_byte_width);
1184 }
int8_t getMinPaddedByteSize(const int8_t actual_min_byte_width) const

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void QueryMemoryDescriptor::useConsistentSlotWidthSize ( const int8_t  slot_width_size)

Definition at line 1172 of file QueryMemoryDescriptor.cpp.

References col_slot_context_, and ColSlotContext::setAllSlotsSize().

1172  {
1173  col_slot_context_.setAllSlotsSize(slot_width_size);
1174 }
void setAllSlotsSize(const int8_t slot_width_size)

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bool QueryMemoryDescriptor::usesGetGroupValueFast ( ) const

Definition at line 1097 of file QueryMemoryDescriptor.cpp.

References getGroupbyColCount(), GroupByPerfectHash, and query_desc_type_.

Referenced by canOutputColumnar(), GroupByAndAggregate::codegen(), GroupByAndAggregate::codegenSingleColumnPerfectHash(), and toString().

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bool QueryMemoryDescriptor::useStreamingTopN ( ) const
inline
std::optional< size_t > QueryMemoryDescriptor::varlenOutputBufferElemSize ( ) const

Definition at line 1292 of file QueryMemoryDescriptor.cpp.

References col_slot_context_, ColSlotContext::getSlotCount(), and ColSlotContext::varlenOutputElementSize().

Referenced by TargetExprCodegen::codegenAggregate(), create_dev_group_by_buffers(), QueryMemoryInitializer::createAndInitializeGroupByBufferGpu(), QueryExecutionContext::launchGpuCode(), and QueryMemoryInitializer::QueryMemoryInitializer().

1292  {
1293  int64_t buffer_element_size{0};
1294  for (size_t i = 0; i < col_slot_context_.getSlotCount(); i++) {
1295  try {
1296  const auto slot_element_size = col_slot_context_.varlenOutputElementSize(i);
1297  if (slot_element_size < 0) {
1298  return std::nullopt;
1299  }
1300  buffer_element_size += slot_element_size;
1301  } catch (...) {
1302  continue;
1303  }
1304  }
1305  return buffer_element_size;
1306 }
int64_t varlenOutputElementSize(const size_t slot_idx) const
size_t getSlotCount() const

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size_t QueryMemoryDescriptor::varlenOutputRowSizeToSlot ( const size_t  slot_idx) const

Definition at line 1308 of file QueryMemoryDescriptor.cpp.

References CHECK_LT, col_slot_context_, ColSlotContext::getSlotCount(), and ColSlotContext::varlenOutputElementSize().

Referenced by TargetExprCodegen::codegenAggregate().

1308  {
1309  int64_t buffer_element_size{0};
1311  for (size_t i = 0; i < slot_idx; i++) {
1312  try {
1313  const auto slot_element_size = col_slot_context_.varlenOutputElementSize(i);
1314  if (slot_element_size < 0) {
1315  continue;
1316  }
1317  buffer_element_size += slot_element_size;
1318  } catch (...) {
1319  continue;
1320  }
1321  }
1322  return buffer_element_size;
1323 }
int64_t varlenOutputElementSize(const size_t slot_idx) const
#define CHECK_LT(x, y)
Definition: Logger.h:232
size_t getSlotCount() const

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Friends And Related Function Documentation

friend class QueryExecutionContext
friend

Definition at line 394 of file QueryMemoryDescriptor.h.

Referenced by getQueryExecutionContext().

friend class ResultSet
friend

Definition at line 393 of file QueryMemoryDescriptor.h.

Member Data Documentation

bool QueryMemoryDescriptor::allow_multifrag_
private

Definition at line 358 of file QueryMemoryDescriptor.h.

Referenced by toString().

int64_t QueryMemoryDescriptor::bucket_
private

Definition at line 375 of file QueryMemoryDescriptor.h.

Referenced by blocksShareMemory(), getBucket(), operator==(), and toString().

size_t QueryMemoryDescriptor::entry_count_
private
const Executor* QueryMemoryDescriptor::executor_
private
bool QueryMemoryDescriptor::force_4byte_float_
private

Definition at line 385 of file QueryMemoryDescriptor.h.

Referenced by forceFourByteFloat(), operator==(), and setForceFourByteFloat().

int8_t QueryMemoryDescriptor::group_col_compact_width_
private
bool QueryMemoryDescriptor::has_nulls_
private

Definition at line 376 of file QueryMemoryDescriptor.h.

Referenced by hasNulls(), and operator==().

int32_t QueryMemoryDescriptor::idx_target_as_key_
private

Definition at line 362 of file QueryMemoryDescriptor.h.

Referenced by getTargetIdxForKey(), operator==(), and setTargetIdxForKey().

bool QueryMemoryDescriptor::interleaved_bins_on_gpu_
private
bool QueryMemoryDescriptor::is_table_function_
private

Definition at line 382 of file QueryMemoryDescriptor.h.

Referenced by toString().

bool QueryMemoryDescriptor::keyless_hash_
private
int64_t QueryMemoryDescriptor::max_val_
private

Definition at line 374 of file QueryMemoryDescriptor.h.

Referenced by blocksShareMemory(), getMaxVal(), operator==(), and toString().

int64_t QueryMemoryDescriptor::min_val_
private

Definition at line 372 of file QueryMemoryDescriptor.h.

Referenced by blocksShareMemory(), getMinVal(), operator==(), and toString().

bool QueryMemoryDescriptor::must_use_baseline_sort_
private

Definition at line 381 of file QueryMemoryDescriptor.h.

Referenced by mustUseBaselineSort(), and toString().

bool QueryMemoryDescriptor::render_output_
private

Definition at line 380 of file QueryMemoryDescriptor.h.

Referenced by blocksShareMemory(), lazyInitGroups(), and toString().

bool QueryMemoryDescriptor::sort_on_gpu_
private

Definition at line 378 of file QueryMemoryDescriptor.h.

Referenced by operator==(), QueryMemoryDescriptor(), sortOnGpu(), and toString().

std::vector<int64_t> QueryMemoryDescriptor::target_groupby_indices_
private
bool QueryMemoryDescriptor::use_streaming_top_n_
private

The documentation for this class was generated from the following files: