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Optimization of sorting heap
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parent
dba9766575
commit
9960a79b36
@ -1,5 +1,8 @@
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#pragma once
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#include <vector>
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#include <algorithm>
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#include <Common/typeid_cast.h>
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#include <Common/assert_cast.h>
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#include <Core/SortDescription.h>
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@ -98,9 +101,12 @@ struct SortCursorImpl
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bool isFirst() const { return pos == 0; }
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bool isLast() const { return pos + 1 >= rows; }
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bool isValid() const { return pos < rows; }
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void next() { ++pos; }
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};
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using SortCursorImpls = std::vector<SortCursorImpl>;
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/// For easy copying.
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struct SortCursor
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@ -203,4 +209,90 @@ struct SortCursorWithCollation
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}
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};
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template <typename Cursor>
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class SortingHeap
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{
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public:
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SortingHeap() = default;
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template <typename Cursors>
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SortingHeap(const Cursors & cursors)
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{
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size_t size = cursors.size();
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queue.reserve(size);
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for (size_t i = 0; i < size; ++i)
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queue.emplace_back(&cursors[i]);
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std::make_heap(queue.begin(), queue.end());
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}
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bool isValid() const { return !queue.empty(); }
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Cursor & current() { return queue.front(); }
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void next()
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{
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if (current()->isValid())
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{
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current()->next();
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updateTopHeap(queue.begin(), queue.end());
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}
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else
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queue.erase(queue.begin());
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}
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private:
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using Container = std::vector<Cursor>;
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Container queue;
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/// This is adapted version of the function __sift_down from libc++.
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template <typename It>
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static void updateTopHeap(It begin, It end)
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{
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size_t size = end - begin;
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if (size < 2)
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return;
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size_t child_idx = 1;
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It child_it = begin + 1;
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/// Right child exists and is greater than left child.
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if (size > 2 && *child_it < *(child_it + 1))
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{
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++child_it;
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++child_idx;
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}
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/// Check if we are in order.
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if (*child_it < *begin)
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return;
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auto curr_it = begin;
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auto top(std::move(*begin));
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do
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{
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/// We are not in heap-order, swap the parent with it's largest child.
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*curr_it = std::move(*child_it);
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curr_it = child_it;
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if ((size - 2) / 2 < child_idx)
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break;
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// recompute the child based off of the updated parent
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child_idx = 2 * child_idx + 1;
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child_it = begin + child_idx;
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if ((child_idx + 1) < size && *child_it < *(child_it + 1))
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{
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/// Right child exists and is greater than left child.
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++child_it;
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++child_idx;
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}
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/// Check if we are in order.
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} while (!(*child_it < top));
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*curr_it = std::move(top);
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}
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};
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}
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@ -1,4 +1,3 @@
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#include <algorithm>
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#include <DataStreams/MergeSortingBlockInputStream.h>
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#include <DataStreams/MergingSortedBlockInputStream.h>
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#include <DataStreams/NativeBlockOutputStream.h>
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@ -153,19 +152,9 @@ MergeSortingBlocksBlockInputStream::MergeSortingBlocksBlockInputStream(
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size_t size = cursors.size();
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if (!has_collation)
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{
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queue_without_collation.reserve(size);
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for (size_t i = 0; i < size; ++i)
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queue_without_collation.emplace_back(&cursors[i]);
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std::make_heap(queue_without_collation.begin(), queue_without_collation.end());
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}
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queue_without_collation = SortingHeap<SortCursor>(cursors);
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else
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{
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queue_with_collation.reserve(size);
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for (size_t i = 0; i < size; ++i)
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queue_with_collation.emplace_back(&cursors[i]);
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std::make_heap(queue_with_collation.begin(), queue_with_collation.end());
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}
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queue_with_collation = SortingHeap<SortCursorWithCollation>(cursors);
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}
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@ -182,63 +171,13 @@ Block MergeSortingBlocksBlockInputStream::readImpl()
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}
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return !has_collation
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? mergeImpl<SortCursor>(queue_without_collation)
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: mergeImpl<SortCursorWithCollation>(queue_with_collation);
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? mergeImpl(queue_without_collation)
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: mergeImpl(queue_with_collation);
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}
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/// This is adapted version of the function __sift_down from libc++.
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template <typename It>
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void updateTopHeap(It begin, It end)
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{
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size_t size = end - begin;
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if (size < 2)
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return;
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size_t child_idx = 1;
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It child_it = begin + 1;
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/// Right child exists and is greater than left child.
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if (size > 2 && *child_it < *(child_it + 1))
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{
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++child_it;
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++child_idx;
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}
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/// Check if we are in order.
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if (*child_it < *begin)
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return;
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auto curr_it = begin;
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auto top(std::move(*begin));
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do
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{
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/// We are not in heap-order, swap the parent with it's largest child.
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*curr_it = std::move(*child_it);
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curr_it = child_it;
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if ((size - 2) / 2 < child_idx)
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break;
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// recompute the child based off of the updated parent
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child_idx = 2 * child_idx + 1;
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child_it = begin + child_idx;
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if ((child_idx + 1) < size && *child_it < *(child_it + 1))
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{
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/// Right child exists and is greater than left child.
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++child_it;
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++child_idx;
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}
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/// Check if we are in order.
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} while (!(*child_it < top));
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*curr_it = std::move(top);
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}
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template <typename TSortCursor>
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Block MergeSortingBlocksBlockInputStream::mergeImpl(std::vector<TSortCursor> & queue)
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template <typename TSortingHeap>
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Block MergeSortingBlocksBlockInputStream::mergeImpl(TSortingHeap & queue)
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{
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size_t num_columns = blocks[0].columns();
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@ -247,20 +186,17 @@ Block MergeSortingBlocksBlockInputStream::mergeImpl(std::vector<TSortCursor> & q
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/// Take rows from queue in right order and push to 'merged'.
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size_t merged_rows = 0;
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while (!queue.empty())
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while (queue.isValid())
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{
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TSortCursor current = queue.front();
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auto current = queue.current();
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for (size_t i = 0; i < num_columns; ++i)
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merged_columns[i]->insertFrom(*current->all_columns[i], current->pos);
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if (current->isValid())
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{
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current->next();
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updateTopHeap(queue.begin(), queue.end());
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}
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if (queue.isValid())
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queue.next();
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else
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queue.erase(queue.begin());
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break;
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++total_merged_rows;
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if (limit && total_merged_rows == limit)
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@ -1,8 +1,5 @@
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#pragma once
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#include <vector>
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#include <queue>
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#include <common/logger_useful.h>
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#include <Common/filesystemHelpers.h>
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@ -57,18 +54,18 @@ private:
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UInt64 limit;
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size_t total_merged_rows = 0;
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CursorImpls cursors;
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SortCursorImpls cursors;
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bool has_collation = false;
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std::vector<SortCursor> queue_without_collation;
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std::vector<SortCursorWithCollation> queue_with_collation;
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SortingHeap<SortCursor> queue_without_collation;
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SortingHeap<SortCursorWithCollation> queue_with_collation;
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/** Two different cursors are supported - with and without Collation.
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* Templates are used (instead of virtual functions in SortCursor) for zero-overhead.
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*/
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template <typename TSortCursor>
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Block mergeImpl(std::vector<TSortCursor> & queue);
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template <typename TSortingHeap>
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Block mergeImpl(TSortingHeap & queue);
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};
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