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DX-64328 Array types for Gandiva (dremio#58)
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Add List input and output types for Gandiva functions. Add new reference implementations for array_contains and array_remove, tested via integration with Dremio. int32, int64, double and float list types have been tested.

Support List types in function specification and llvm code generation.
Pass back function type information through the expression registry.
See 1p here: https://docs.google.com/document/d/1exwXdUUnk5FqZLzVZyTdhqgwxTk0u9bL54aLVNM5Tas/edit
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lriggs committed Sep 6, 2024
1 parent 03d4693 commit 46b3e77
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Showing 42 changed files with 2,327 additions and 112 deletions.
21 changes: 19 additions & 2 deletions cpp/src/arrow/buffer.h
Original file line number Diff line number Diff line change
Expand Up @@ -521,10 +521,27 @@ class ARROW_EXPORT ResizableBuffer : public MutableBuffer {
return Reserve(sizeof(T) * new_nb_elements);
}

public:
uint8_t* offsetBuffer;
int64_t offsetCapacity;
uint8_t* validityBuffer;
uint8_t* outerValidityBuffer;

protected:
ResizableBuffer(uint8_t* data, int64_t size) : MutableBuffer(data, size) {}
ResizableBuffer(uint8_t* data, int64_t size) : MutableBuffer(data, size) {
offsetBuffer = nullptr;
offsetCapacity = 0;
validityBuffer = nullptr;
outerValidityBuffer = nullptr;

}
ResizableBuffer(uint8_t* data, int64_t size, std::shared_ptr<MemoryManager> mm)
: MutableBuffer(data, size, std::move(mm)) {}
: MutableBuffer(data, size, std::move(mm)) {
offsetBuffer = nullptr;
offsetCapacity = 0;
validityBuffer = nullptr;
outerValidityBuffer = nullptr;
}
};

/// \defgroup buffer-allocation-functions Functions for allocating buffers
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3 changes: 3 additions & 0 deletions cpp/src/gandiva/CMakeLists.txt
Original file line number Diff line number Diff line change
Expand Up @@ -45,6 +45,7 @@ set_source_files_properties(${GANDIVA_PRECOMPILED_CC_PATH} PROPERTIES GENERATED

set(SRC_FILES
annotator.cc
array_ops.cc
bitmap_accumulator.cc
cache.cc
cast_time.cc
Expand All @@ -68,6 +69,7 @@ set(SRC_FILES
function_ir_builder.cc
function_registry.cc
function_registry_arithmetic.cc
function_registry_array.cc
function_registry_datetime.cc
function_registry_hash.cc
function_registry_math_ops.cc
Expand Down Expand Up @@ -233,6 +235,7 @@ endfunction()

add_gandiva_test(internals-test
SOURCES
array_ops_test.cc
bitmap_accumulator_test.cc
engine_llvm_test.cc
function_registry_test.cc
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86 changes: 78 additions & 8 deletions cpp/src/gandiva/annotator.cc
Original file line number Diff line number Diff line change
Expand Up @@ -46,15 +46,27 @@ FieldDescriptorPtr Annotator::MakeDesc(FieldPtr field, bool is_output) {
int data_idx = buffer_count_++;
int validity_idx = buffer_count_++;
int offsets_idx = FieldDescriptor::kInvalidIdx;
int child_offsets_idx = FieldDescriptor::kInvalidIdx;
if (arrow::is_binary_like(field->type()->id())) {
offsets_idx = buffer_count_++;
}

if (field->type()->id() == arrow::Type::LIST) {
offsets_idx = buffer_count_++;
if (arrow::is_binary_like(field->type()->field(0)->type()->id())) {
child_offsets_idx = buffer_count_++;
}
}
int data_buffer_ptr_idx = FieldDescriptor::kInvalidIdx;
if (is_output) {
data_buffer_ptr_idx = buffer_count_++;
}
int child_valid_buffer_ptr_idx = FieldDescriptor::kInvalidIdx;
if (field->type()->id() == arrow::Type::LIST) {
child_valid_buffer_ptr_idx = buffer_count_++;
}
return std::make_shared<FieldDescriptor>(field, data_idx, validity_idx, offsets_idx,
data_buffer_ptr_idx);
data_buffer_ptr_idx, child_offsets_idx, child_valid_buffer_ptr_idx);
}

int Annotator::AddHolderPointer(void* holder) {
Expand All @@ -80,17 +92,76 @@ void Annotator::PrepareBuffersForField(const FieldDescriptor& desc,
if (desc.HasOffsetsIdx()) {
uint8_t* offsets_buf = const_cast<uint8_t*>(array_data.buffers[buffer_idx]->data());
eval_batch->SetBuffer(desc.offsets_idx(), offsets_buf, array_data.offset);
++buffer_idx;

if (desc.HasChildOffsetsIdx()) {
if (is_output) {
// if list field is output field, we should put buffer pointer into eval batch
// for resizing
uint8_t* child_offsets_buf = reinterpret_cast<uint8_t*>(
array_data.child_data.at(0)->buffers[buffer_idx].get());
eval_batch->SetBuffer(desc.child_data_offsets_idx(), child_offsets_buf,
array_data.child_data.at(0)->offset);

uint8_t* child_valid_buf = reinterpret_cast<uint8_t*>(
array_data.child_data.at(0)->buffers[0].get());
eval_batch->SetBuffer(desc.child_data_validity_idx(), child_valid_buf,
array_data.child_data.at(0)->offset);

} else {
// if list field is input field, just put buffer data into eval batch
uint8_t* child_offsets_buf = const_cast<uint8_t*>(
array_data.child_data.at(0)->buffers[buffer_idx]->data());
eval_batch->SetBuffer(desc.child_data_offsets_idx(), child_offsets_buf,
array_data.child_data.at(0)->offset);

uint8_t* child_valid_buf = const_cast<uint8_t*>(
array_data.child_data.at(0)->buffers[0]->data());
eval_batch->SetBuffer(desc.child_data_offsets_idx(), child_valid_buf,
array_data.child_data.at(0)->offset);
}
}
if (array_data.type->id() != arrow::Type::LIST ||
arrow::is_binary_like(array_data.type->field(0)->type()->id())) {
// primitive type list data buffer index is 1
// binary like type list data buffer index is 2
++buffer_idx;
}
}

int const childDataIndex = 0;
if (array_data.type->id() != arrow::Type::LIST) {
uint8_t* data_buf = const_cast<uint8_t*>(array_data.buffers[buffer_idx]->data());
eval_batch->SetBuffer(desc.data_idx(), data_buf, array_data.offset);
} else {
uint8_t* data_buf =
const_cast<uint8_t*>(array_data.child_data.at(childDataIndex)->buffers[buffer_idx]->data());
eval_batch->SetBuffer(desc.data_idx(), data_buf, array_data.child_data.at(0)->offset);

int const childDataBufferIndex = 0;
if (array_data.child_data.at(childDataIndex)->buffers[childDataBufferIndex] ) {
uint8_t* child_valid_buf = const_cast<uint8_t*>(
array_data.child_data.at(childDataIndex)->buffers[childDataBufferIndex]->data());
eval_batch->SetBuffer(desc.child_data_validity_idx(), child_valid_buf, 0);
}

}

uint8_t* data_buf = const_cast<uint8_t*>(array_data.buffers[buffer_idx]->data());
eval_batch->SetBuffer(desc.data_idx(), data_buf, array_data.offset);
if (is_output) {
// pass in the Buffer object for output data buffers. Can be used for resizing.
uint8_t* data_buf_ptr =
reinterpret_cast<uint8_t*>(array_data.buffers[buffer_idx].get());
eval_batch->SetBuffer(desc.data_buffer_ptr_idx(), data_buf_ptr, array_data.offset);

if (array_data.type->id() != arrow::Type::LIST) {
uint8_t* data_buf_ptr =
reinterpret_cast<uint8_t*>(array_data.buffers[buffer_idx].get());
eval_batch->SetBuffer(desc.data_buffer_ptr_idx(), data_buf_ptr, array_data.offset);
} else {
// list data buffer is in child data buffer
uint8_t* data_buf_ptr = reinterpret_cast<uint8_t*>(
array_data.child_data.at(0)->buffers[buffer_idx].get());
eval_batch->SetBuffer(desc.data_buffer_ptr_idx(), data_buf_ptr,
array_data.child_data.at(0)->offset);
}
}

}

EvalBatchPtr Annotator::PrepareEvalBatch(const arrow::RecordBatch& record_batch,
Expand All @@ -106,7 +177,6 @@ EvalBatchPtr Annotator::PrepareEvalBatch(const arrow::RecordBatch& record_batch,
// skip columns not involved in the expression.
continue;
}

PrepareBuffersForField(*(found->second), *(record_batch.column_data(i)),
eval_batch.get(), false /*is_output*/);
}
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