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return an array of row idx if there are matches based on quick hacks of isin kernel Signed-off-by: Yuan Zhou <yuan.zhou@intel.com>
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// Licensed to the Apache Software Foundation (ASF) under one | ||
// or more contributor license agreements. See the NOTICE file | ||
// distributed with this work for additional information | ||
// regarding copyright ownership. The ASF licenses this file | ||
// to you under the Apache License, Version 2.0 (the | ||
// "License"); you may not use this file except in compliance | ||
// with the License. You may obtain a copy of the License at | ||
// | ||
// http://www.apache.org/licenses/LICENSE-2.0 | ||
// | ||
// Unless required by applicable law or agreed to in writing, | ||
// software distributed under the License is distributed on an | ||
// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY | ||
// KIND, either express or implied. See the License for the | ||
// specific language governing permissions and limitations | ||
// under the License. | ||
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#include "arrow/compute/kernels/probe.h" | ||
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#include <algorithm> | ||
#include <cstdint> | ||
#include <cstring> | ||
#include <memory> | ||
#include <sstream> | ||
#include <string> | ||
#include <type_traits> | ||
#include <utility> | ||
#include <vector> | ||
#include <iostream> | ||
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#include "arrow/array.h" | ||
#include "arrow/array/dict_internal.h" | ||
#include "arrow/buffer.h" | ||
#include "arrow/builder.h" | ||
#include "arrow/compute/context.h" | ||
#include "arrow/compute/kernel.h" | ||
#include "arrow/compute/kernels/util_internal.h" | ||
#include "arrow/memory_pool.h" | ||
#include "arrow/type.h" | ||
#include "arrow/type_traits.h" | ||
#include "arrow/util/bit_util.h" | ||
#include "arrow/util/checked_cast.h" | ||
#include "arrow/util/hashing.h" | ||
#include "arrow/util/logging.h" | ||
#include "arrow/util/macros.h" | ||
#include "arrow/util/string_view.h" | ||
#include "arrow/visitor_inline.h" | ||
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namespace arrow { | ||
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using internal::checked_cast; | ||
using internal::DictionaryTraits; | ||
using internal::HashTraits; | ||
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namespace compute { | ||
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class PorbeKernelImpl : public UnaryKernel { | ||
virtual Status Compute(FunctionContext* ctx, const Datum& left, Datum* out) = 0; | ||
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public: | ||
// \brief Check if value in both arrays or not and returns boolean values/null | ||
Status Call(FunctionContext* ctx, const Datum& left, Datum* out) override { | ||
DCHECK_EQ(Datum::ARRAY, left.kind()); | ||
RETURN_NOT_OK(Compute(ctx, left, out)); | ||
return Status::OK(); | ||
} | ||
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std::shared_ptr<DataType> out_type() const override { return boolean(); } | ||
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virtual Status ConstructRight(FunctionContext* ctx, const Datum& right) = 0; | ||
}; | ||
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// ---------------------------------------------------------------------- | ||
// Using a visitor create a memo_table_ for the right array | ||
// TODO: Implement for small lists | ||
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template <typename T, typename Scalar> | ||
struct MemoTableRight { | ||
Status VisitNull() { return Status::OK(); } | ||
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Status VisitValue(const Scalar& value) { | ||
memo_table_->GetOrInsert(value); | ||
return Status::OK(); | ||
} | ||
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Status Reset(MemoryPool* pool) { | ||
memo_table_.reset(new MemoTable(pool, 0)); | ||
return Status::OK(); | ||
} | ||
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Status Append(FunctionContext* ctx, const Datum& right) { | ||
const ArrayData& right_data = *right.array(); | ||
right_null_count += right_data.GetNullCount(); | ||
return ArrayDataVisitor<T>::Visit(right_data, this); | ||
} | ||
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using MemoTable = typename HashTraits<T>::MemoTableType; | ||
std::unique_ptr<MemoTable> memo_table_; | ||
int64_t right_null_count{}; | ||
}; | ||
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// ---------------------------------------------------------------------- | ||
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template <typename Type, typename Scalar> | ||
class PorbeKernel : public PorbeKernelImpl { | ||
public: | ||
PorbeKernel(const std::shared_ptr<DataType>& type, MemoryPool* pool) | ||
: type_(type), pool_(pool) {} | ||
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// \brief if left array has a null return true | ||
Status VisitNull() { | ||
writer->Set(); | ||
writer->Next(); | ||
return Status::OK(); | ||
} | ||
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// \brief Iterate over the left array using another visitor. | ||
// In VisitValue, use the memo_table_ (for right array) and check if value | ||
// in left array is in the memo_table_. Return true if condition satisfied, | ||
// else false. | ||
Status VisitValue(const Scalar& value) { | ||
if (memo_table_->Get(value) != -1) { | ||
indices_builder_.Append(memo_table_->Get(value)); | ||
std::cout << "xxxx found\n"; | ||
//writer->Set(); | ||
} else { | ||
indices_builder_.Append(-1); | ||
//writer->Clear(); | ||
} | ||
//writer->Next(); | ||
return Status::OK(); | ||
} | ||
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Status Compute(FunctionContext* ctx, const Datum& left, Datum* out) override { | ||
const ArrayData& left_data = *left.array(); | ||
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output = out->array(); | ||
output->type = boolean(); | ||
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//writer = std::make_shared<internal::FirstTimeBitmapWriter>( | ||
// output.get()->buffers[1]->mutable_data(), output.get()->offset, left_data.length); | ||
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RETURN_NOT_OK(ArrayDataVisitor<Type>::Visit(left_data, this)); | ||
//writer->Finish(); | ||
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RETURN_NOT_OK(indices_builder_.FinishInternal(&output)); | ||
out->value = std::move(output); | ||
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// if right null count is zero and left null count is not zero, propagate nulls | ||
if (right_null_count_ == 0 && left_data.GetNullCount() != 0) { | ||
RETURN_NOT_OK(detail::PropagateNulls(ctx, left_data, output.get())); | ||
} | ||
return Status::OK(); | ||
} | ||
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Status ConstructRight(FunctionContext* ctx, const Datum& right) override { | ||
MemoTableRight<Type, Scalar> func; | ||
RETURN_NOT_OK(func.Reset(pool_)); | ||
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if (right.kind() == Datum::ARRAY) { | ||
RETURN_NOT_OK(func.Append(ctx, right)); | ||
} else if (right.kind() == Datum::CHUNKED_ARRAY) { | ||
const ChunkedArray& right_array = *right.chunked_array(); | ||
for (int i = 0; i < right_array.num_chunks(); i++) { | ||
RETURN_NOT_OK(func.Append(ctx, right_array.chunk(i))); | ||
} | ||
} else { | ||
return Status::Invalid("Input Datum was not array-like"); | ||
} | ||
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memo_table_ = std::move(func.memo_table_); | ||
right_null_count_ = func.right_null_count; | ||
return Status::OK(); | ||
} | ||
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protected: | ||
using MemoTable = typename HashTraits<Type>::MemoTableType; | ||
std::unique_ptr<MemoTable> memo_table_; | ||
std::shared_ptr<DataType> type_; | ||
MemoryPool* pool_; | ||
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private: | ||
// \brief Additional member "right_null_count" is used to check if | ||
// null count in right is not 0 | ||
int64_t right_null_count_{}; | ||
std::shared_ptr<internal::FirstTimeBitmapWriter> writer; | ||
std::shared_ptr<ArrayData> output; | ||
Int32Builder indices_builder_; | ||
}; | ||
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// ---------------------------------------------------------------------- | ||
// (NullType has a separate implementation) | ||
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class NullPorbeKernel : public PorbeKernelImpl { | ||
public: | ||
NullPorbeKernel(const std::shared_ptr<DataType>& type, MemoryPool* pool) {} | ||
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// \brief When array is NullType, based on the null count for the arrays, | ||
// return true, else propagate to all nulls | ||
Status Compute(FunctionContext* ctx, const Datum& left, Datum* out) override { | ||
const ArrayData& left_data = *left.array(); | ||
left_null_count = left_data.GetNullCount(); | ||
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output = out->array(); | ||
output->type = boolean(); | ||
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writer = std::make_shared<internal::FirstTimeBitmapWriter>( | ||
output.get()->buffers[1]->mutable_data(), output.get()->offset, left_data.length); | ||
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if (left_null_count != 0 && right_null_count == 0) { | ||
RETURN_NOT_OK(detail::PropagateNulls(ctx, left_data, output.get())); | ||
} else { | ||
for (int64_t i = 0; i < left_data.length; ++i) { | ||
writer->Set(); | ||
writer->Next(); | ||
} | ||
writer->Finish(); | ||
} | ||
return Status::OK(); | ||
} | ||
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Status ConstructRight(FunctionContext* ctx, const Datum& right) override { | ||
if (right.kind() == Datum::ARRAY) { | ||
const ArrayData& right_data = *right.array(); | ||
right_null_count = right_data.GetNullCount(); | ||
} else if (right.kind() == Datum::CHUNKED_ARRAY) { | ||
const ChunkedArray& right_array = *right.chunked_array(); | ||
for (int i = 0; i < right_array.num_chunks(); i++) { | ||
right_null_count += right_array.chunk(i)->null_count(); | ||
} | ||
} else { | ||
return Status::Invalid("Input Datum was not array-like"); | ||
} | ||
return Status::OK(); | ||
} | ||
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private: | ||
int64_t left_null_count{}; | ||
int64_t right_null_count{}; | ||
std::shared_ptr<internal::FirstTimeBitmapWriter> writer; | ||
std::shared_ptr<ArrayData> output; | ||
}; | ||
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// ---------------------------------------------------------------------- | ||
// Kernel wrapper for generic hash table kernels | ||
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template <typename Type, typename Enable = void> | ||
struct PorbeKernelTraits {}; | ||
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template <typename Type> | ||
struct PorbeKernelTraits<Type, enable_if_null<Type>> { | ||
using PorbeKernelImpl = NullPorbeKernel; | ||
}; | ||
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template <typename Type> | ||
struct PorbeKernelTraits<Type, enable_if_has_c_type<Type>> { | ||
using PorbeKernelImpl = PorbeKernel<Type, typename Type::c_type>; | ||
}; | ||
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template <typename Type> | ||
struct PorbeKernelTraits<Type, enable_if_has_string_view<Type>> { | ||
using PorbeKernelImpl = PorbeKernel<Type, util::string_view>; | ||
}; | ||
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Status GetPorbeKernel(FunctionContext* ctx, const std::shared_ptr<DataType>& type, | ||
const Datum& right, std::unique_ptr<PorbeKernelImpl>* out) { | ||
std::unique_ptr<PorbeKernelImpl> kernel; | ||
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#define ISIN_CASE(InType) \ | ||
case InType::type_id: \ | ||
kernel.reset(new typename PorbeKernelTraits<InType>::PorbeKernelImpl( \ | ||
type, ctx->memory_pool())); \ | ||
break | ||
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switch (type->id()) { | ||
ISIN_CASE(NullType); | ||
ISIN_CASE(BooleanType); | ||
ISIN_CASE(UInt8Type); | ||
ISIN_CASE(Int8Type); | ||
ISIN_CASE(UInt16Type); | ||
ISIN_CASE(Int16Type); | ||
ISIN_CASE(UInt32Type); | ||
ISIN_CASE(Int32Type); | ||
ISIN_CASE(UInt64Type); | ||
ISIN_CASE(Int64Type); | ||
ISIN_CASE(FloatType); | ||
ISIN_CASE(DoubleType); | ||
ISIN_CASE(Date32Type); | ||
ISIN_CASE(Date64Type); | ||
ISIN_CASE(Time32Type); | ||
ISIN_CASE(Time64Type); | ||
ISIN_CASE(TimestampType); | ||
ISIN_CASE(BinaryType); | ||
ISIN_CASE(StringType); | ||
ISIN_CASE(FixedSizeBinaryType); | ||
ISIN_CASE(Decimal128Type); | ||
default: | ||
break; | ||
} | ||
#undef ISIN_CASE | ||
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if (!kernel) { | ||
return Status::NotImplemented("IsIn is not implemented for ", type->ToString()); | ||
} | ||
RETURN_NOT_OK(kernel->ConstructRight(ctx, right)); | ||
*out = std::move(kernel); | ||
return Status::OK(); | ||
} | ||
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Status Probe(FunctionContext* ctx, const Datum& left, const Datum& right, Datum* out) { | ||
DCHECK(left.type()->Equals(right.type())); | ||
std::vector<Datum> outputs; | ||
std::unique_ptr<PorbeKernelImpl> lkernel; | ||
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RETURN_NOT_OK(GetPorbeKernel(ctx, left.type(), right, &lkernel)); | ||
detail::PrimitiveAllocatingUnaryKernel kernel(lkernel.get()); | ||
RETURN_NOT_OK(detail::InvokeUnaryArrayKernel(ctx, &kernel, left, &outputs)); | ||
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*out = detail::WrapDatumsLike(left, outputs); | ||
return Status::OK(); | ||
} | ||
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} // namespace compute | ||
} // namespace arrow |
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// Licensed to the Apache Software Foundation (ASF) under one | ||
// or more contributor license agreements. See the NOTICE file | ||
// distributed with this work for additional information | ||
// regarding copyright ownership. The ASF licenses this file | ||
// to you under the Apache License, Version 2.0 (the | ||
// "License"); you may not use this file except in compliance | ||
// with the License. You may obtain a copy of the License at | ||
// | ||
// http://www.apache.org/licenses/LICENSE-2.0 | ||
// | ||
// Unless required by applicable law or agreed to in writing, | ||
// software distributed under the License is distributed on an | ||
// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY | ||
// KIND, either express or implied. See the License for the | ||
// specific language governing permissions and limitations | ||
// under the License. | ||
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#pragma once | ||
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#include <memory> | ||
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#include "arrow/array.h" | ||
#include "arrow/compute/context.h" | ||
#include "arrow/compute/kernel.h" | ||
#include "arrow/status.h" | ||
#include "arrow/type.h" | ||
#include "arrow/util/visibility.h" | ||
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namespace arrow { | ||
namespace compute { | ||
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/// \brief IsIn returns boolean values if the value | ||
/// is in both left and right arrays. | ||
/// | ||
/// If null occurs in left, if null count in right is not 0, | ||
/// it returns true, else returns null. | ||
/// | ||
/// \param[in] context the FunctionContext | ||
/// \param[in] left array-like input | ||
/// \param[in] right array-like input | ||
/// \param[out] out resulting datum | ||
/// | ||
/// \since 1.0.0 | ||
/// \note API not yet finalized | ||
ARROW_EXPORT | ||
Status Probe(FunctionContext* context, const Datum& left, const Datum& right, Datum* out); | ||
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} // namespace compute | ||
} // namespace arrow |