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apacheGH-33559: [C++] Move select-k implementation into separate modu…
…le (apache#14753) See: [ARROW-18395](https://issues.apache.org/jira/browse/ARROW-18395) Authored-by: benibus <bpharks@gmx.com> Signed-off-by: Antoine Pitrou <antoine@python.org>
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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/vector_sort_internal.h" | ||
#include "arrow/compute/registry.h" | ||
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namespace arrow::compute::internal { | ||
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namespace { | ||
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// ---------------------------------------------------------------------- | ||
// Rank implementation | ||
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const RankOptions* GetDefaultRankOptions() { | ||
static const auto kDefaultRankOptions = RankOptions::Defaults(); | ||
return &kDefaultRankOptions; | ||
} | ||
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class ArrayRanker : public TypeVisitor { | ||
public: | ||
ArrayRanker(ExecContext* ctx, const Array& array, const RankOptions& options, | ||
Datum* output) | ||
: TypeVisitor(), | ||
ctx_(ctx), | ||
array_(array), | ||
options_(options), | ||
null_placement_(options.null_placement), | ||
tiebreaker_(options.tiebreaker), | ||
physical_type_(GetPhysicalType(array.type())), | ||
output_(output) {} | ||
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Status Run() { return physical_type_->Accept(this); } | ||
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#define VISIT(TYPE) \ | ||
Status Visit(const TYPE& type) { return RankInternal<TYPE>(); } | ||
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VISIT_SORTABLE_PHYSICAL_TYPES(VISIT) | ||
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#undef VISIT | ||
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template <typename InType> | ||
Status RankInternal() { | ||
using GetView = GetViewType<InType>; | ||
using T = typename GetViewType<InType>::T; | ||
using ArrayType = typename TypeTraits<InType>::ArrayType; | ||
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ArrayType arr(array_.data()); | ||
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SortOrder order = SortOrder::Ascending; | ||
if (!options_.sort_keys.empty()) { | ||
order = options_.sort_keys[0].order; | ||
} | ||
ArraySortOptions array_options(order, null_placement_); | ||
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auto length = array_.length(); | ||
ARROW_ASSIGN_OR_RAISE(auto sort_indices, | ||
MakeMutableUInt64Array(length, ctx_->memory_pool())); | ||
auto sort_begin = sort_indices->GetMutableValues<uint64_t>(1); | ||
auto sort_end = sort_begin + length; | ||
std::iota(sort_begin, sort_end, 0); | ||
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ARROW_ASSIGN_OR_RAISE(auto array_sorter, GetArraySorter(*physical_type_)); | ||
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NullPartitionResult sorted = | ||
array_sorter(sort_begin, sort_end, arr, 0, array_options); | ||
uint64_t rank; | ||
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ARROW_ASSIGN_OR_RAISE(auto rankings, | ||
MakeMutableUInt64Array(length, ctx_->memory_pool())); | ||
auto out_begin = rankings->GetMutableValues<uint64_t>(1); | ||
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switch (tiebreaker_) { | ||
case RankOptions::Dense: { | ||
T curr_value, prev_value{}; | ||
rank = 0; | ||
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if (null_placement_ == NullPlacement::AtStart && sorted.null_count() > 0) { | ||
rank++; | ||
for (auto it = sorted.nulls_begin; it < sorted.nulls_end; it++) { | ||
out_begin[*it] = rank; | ||
} | ||
} | ||
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for (auto it = sorted.non_nulls_begin; it < sorted.non_nulls_end; it++) { | ||
curr_value = GetView::LogicalValue(arr.GetView(*it)); | ||
if (it == sorted.non_nulls_begin || curr_value != prev_value) { | ||
rank++; | ||
} | ||
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out_begin[*it] = rank; | ||
prev_value = curr_value; | ||
} | ||
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if (null_placement_ == NullPlacement::AtEnd) { | ||
rank++; | ||
for (auto it = sorted.nulls_begin; it < sorted.nulls_end; it++) { | ||
out_begin[*it] = rank; | ||
} | ||
} | ||
break; | ||
} | ||
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case RankOptions::First: { | ||
rank = 0; | ||
for (auto it = sorted.overall_begin(); it < sorted.overall_end(); it++) { | ||
out_begin[*it] = ++rank; | ||
} | ||
break; | ||
} | ||
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case RankOptions::Min: { | ||
T curr_value, prev_value{}; | ||
rank = 0; | ||
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if (null_placement_ == NullPlacement::AtStart) { | ||
rank++; | ||
for (auto it = sorted.nulls_begin; it < sorted.nulls_end; it++) { | ||
out_begin[*it] = rank; | ||
} | ||
} | ||
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for (auto it = sorted.non_nulls_begin; it < sorted.non_nulls_end; it++) { | ||
curr_value = GetView::LogicalValue(arr.GetView(*it)); | ||
if (it == sorted.non_nulls_begin || curr_value != prev_value) { | ||
rank = (it - sorted.overall_begin()) + 1; | ||
} | ||
out_begin[*it] = rank; | ||
prev_value = curr_value; | ||
} | ||
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if (null_placement_ == NullPlacement::AtEnd) { | ||
rank = sorted.non_null_count() + 1; | ||
for (auto it = sorted.nulls_begin; it < sorted.nulls_end; it++) { | ||
out_begin[*it] = rank; | ||
} | ||
} | ||
break; | ||
} | ||
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case RankOptions::Max: { | ||
// The algorithm for Max is just like Min, but in reverse order. | ||
T curr_value, prev_value{}; | ||
rank = length; | ||
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if (null_placement_ == NullPlacement::AtEnd) { | ||
for (auto it = sorted.nulls_begin; it < sorted.nulls_end; it++) { | ||
out_begin[*it] = rank; | ||
} | ||
} | ||
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for (auto it = sorted.non_nulls_end - 1; it >= sorted.non_nulls_begin; it--) { | ||
curr_value = GetView::LogicalValue(arr.GetView(*it)); | ||
if (it == sorted.non_nulls_end - 1 || curr_value != prev_value) { | ||
rank = (it - sorted.overall_begin()) + 1; | ||
} | ||
out_begin[*it] = rank; | ||
prev_value = curr_value; | ||
} | ||
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if (null_placement_ == NullPlacement::AtStart) { | ||
rank = sorted.null_count(); | ||
for (auto it = sorted.nulls_begin; it < sorted.nulls_end; it++) { | ||
out_begin[*it] = rank; | ||
} | ||
} | ||
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break; | ||
} | ||
} | ||
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*output_ = Datum(rankings); | ||
return Status::OK(); | ||
} | ||
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ExecContext* ctx_; | ||
const Array& array_; | ||
const RankOptions& options_; | ||
const NullPlacement null_placement_; | ||
const RankOptions::Tiebreaker tiebreaker_; | ||
const std::shared_ptr<DataType> physical_type_; | ||
Datum* output_; | ||
}; | ||
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const FunctionDoc rank_doc( | ||
"Compute numerical ranks of an array (1-based)", | ||
("This function computes a rank of the input array.\n" | ||
"By default, null values are considered greater than any other value and\n" | ||
"are therefore sorted at the end of the input. For floating-point types,\n" | ||
"NaNs are considered greater than any other non-null value, but smaller\n" | ||
"than null values. The default tiebreaker is to assign ranks in order of\n" | ||
"when ties appear in the input.\n" | ||
"\n" | ||
"The handling of nulls, NaNs and tiebreakers can be changed in RankOptions."), | ||
{"input"}, "RankOptions"); | ||
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class RankMetaFunction : public MetaFunction { | ||
public: | ||
RankMetaFunction() | ||
: MetaFunction("rank", Arity::Unary(), rank_doc, GetDefaultRankOptions()) {} | ||
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Result<Datum> ExecuteImpl(const std::vector<Datum>& args, | ||
const FunctionOptions* options, | ||
ExecContext* ctx) const override { | ||
const auto& rank_options = checked_cast<const RankOptions&>(*options); | ||
switch (args[0].kind()) { | ||
case Datum::ARRAY: { | ||
return Rank(*args[0].make_array(), rank_options, ctx); | ||
} break; | ||
default: | ||
break; | ||
} | ||
return Status::NotImplemented( | ||
"Unsupported types for rank operation: " | ||
"values=", | ||
args[0].ToString()); | ||
} | ||
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private: | ||
Result<Datum> Rank(const Array& array, const RankOptions& options, | ||
ExecContext* ctx) const { | ||
Datum output; | ||
ArrayRanker ranker(ctx, array, options, &output); | ||
ARROW_RETURN_NOT_OK(ranker.Run()); | ||
return output; | ||
} | ||
}; | ||
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} // namespace | ||
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void RegisterVectorRank(FunctionRegistry* registry) { | ||
DCHECK_OK(registry->AddFunction(std::make_shared<RankMetaFunction>())); | ||
} | ||
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} // namespace arrow::compute::internal |
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