tidb topn 源码

  • 2022-09-19
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tidb topn 代码

文件路径:/store/mockstore/mockcopr/topn.go

// Copyright 2017 PingCAP, Inc.
//
// Licensed 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.

package mockcopr

import (
	"container/heap"

	"github.com/pingcap/errors"
	"github.com/pingcap/tidb/sessionctx/stmtctx"
	"github.com/pingcap/tidb/types"
	"github.com/pingcap/tidb/util/collate"
	"github.com/pingcap/tipb/go-tipb"
)

type sortRow struct {
	key  []types.Datum
	data [][]byte
}

// topNSorter implements sort.Interface. When all rows have been processed, the topNSorter will sort the whole data in heap.
type topNSorter struct {
	orderByItems []*tipb.ByItem
	rows         []*sortRow
	err          error
	sc           *stmtctx.StatementContext
}

func (t *topNSorter) Len() int {
	return len(t.rows)
}

func (t *topNSorter) Swap(i, j int) {
	t.rows[i], t.rows[j] = t.rows[j], t.rows[i]
}

func (t *topNSorter) Less(i, j int) bool {
	for index, by := range t.orderByItems {
		v1 := t.rows[i].key[index]
		v2 := t.rows[j].key[index]

		ret, err := v1.Compare(t.sc, &v2, collate.GetCollator(collate.ProtoToCollation(by.Expr.FieldType.Collate)))
		if err != nil {
			t.err = errors.Trace(err)
			return true
		}

		if by.Desc {
			ret = -ret
		}

		if ret < 0 {
			return true
		} else if ret > 0 {
			return false
		}
	}

	return false
}

// topNHeap holds the top n elements using heap structure. It implements heap.Interface.
// When we insert a row, topNHeap will check if the row can become one of the top n element or not.
type topNHeap struct {
	topNSorter

	// totalCount is equal to the limit count, which means the max size of heap.
	totalCount int
	// heapSize means the current size of this heap.
	heapSize int
}

func (t *topNHeap) Len() int {
	return t.heapSize
}

func (t *topNHeap) Push(x interface{}) {
	t.rows = append(t.rows, x.(*sortRow))
	t.heapSize++
}

func (t *topNHeap) Pop() interface{} {
	return nil
}

func (t *topNHeap) Less(i, j int) bool {
	for index, by := range t.orderByItems {
		v1 := t.rows[i].key[index]
		v2 := t.rows[j].key[index]

		ret, err := v1.Compare(t.sc, &v2, collate.GetCollator(collate.ProtoToCollation(by.Expr.FieldType.Collate)))
		if err != nil {
			t.err = errors.Trace(err)
			return true
		}

		if by.Desc {
			ret = -ret
		}

		if ret > 0 {
			return true
		} else if ret < 0 {
			return false
		}
	}

	return false
}

// tryToAddRow tries to add a row to heap.
// When this row is not less than any rows in heap, it will never become the top n element.
// Then this function returns false.
func (t *topNHeap) tryToAddRow(row *sortRow) bool {
	success := false
	if t.heapSize == t.totalCount {
		t.rows = append(t.rows, row)
		// When this row is less than the top element, it will replace it and adjust the heap structure.
		if t.Less(0, t.heapSize) {
			t.Swap(0, t.heapSize)
			heap.Fix(t, 0)
			success = true
		}
		t.rows = t.rows[:t.heapSize]
	} else {
		heap.Push(t, row)
		success = true
	}
	return success
}

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