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@@ -0,0 +1,754 @@ |
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package event |
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import ( |
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"fmt" |
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"math" |
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"math/rand" |
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"strconv" |
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"github.com/samber/lo" |
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"gitlink.org.cn/cloudream/common/pkgs/logger" |
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cdssdk "gitlink.org.cn/cloudream/common/sdks/storage" |
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mylo "gitlink.org.cn/cloudream/common/utils/lo" |
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mymath "gitlink.org.cn/cloudream/common/utils/math" |
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myref "gitlink.org.cn/cloudream/common/utils/reflect" |
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mysort "gitlink.org.cn/cloudream/common/utils/sort" |
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stgglb "gitlink.org.cn/cloudream/storage/common/globals" |
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stgmod "gitlink.org.cn/cloudream/storage/common/models" |
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"gitlink.org.cn/cloudream/storage/common/pkgs/db/model" |
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"gitlink.org.cn/cloudream/storage/common/pkgs/distlock/reqbuilder" |
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"gitlink.org.cn/cloudream/storage/common/pkgs/ioswitch/plans" |
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coormq "gitlink.org.cn/cloudream/storage/common/pkgs/mq/coordinator" |
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scevt "gitlink.org.cn/cloudream/storage/common/pkgs/mq/scanner/event" |
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) |
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type CleanPinned struct { |
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*scevt.CleanPinned |
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} |
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func NewCleanPinned(evt *scevt.CleanPinned) *CleanPinned { |
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return &CleanPinned{ |
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CleanPinned: evt, |
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} |
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} |
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func (t *CleanPinned) TryMerge(other Event) bool { |
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event, ok := other.(*CleanPinned) |
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if !ok { |
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return false |
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} |
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return t.PackageID == event.PackageID |
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} |
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func (t *CleanPinned) Execute(execCtx ExecuteContext) { |
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log := logger.WithType[CleanPinned]("Event") |
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log.Debugf("begin with %v", logger.FormatStruct(t.CleanPinned)) |
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defer log.Debugf("end") |
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coorCli, err := stgglb.CoordinatorMQPool.Acquire() |
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if err != nil { |
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log.Warnf("new coordinator client: %s", err.Error()) |
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return |
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} |
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defer stgglb.CoordinatorMQPool.Release(coorCli) |
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getObjs, err := coorCli.GetPackageObjectDetails(coormq.NewGetPackageObjectDetails(t.PackageID)) |
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if err != nil { |
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log.Warnf("getting package objects: %s", err.Error()) |
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return |
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} |
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getLoadLog, err := coorCli.GetPackageLoadLogDetails(coormq.ReqGetPackageLoadLogDetails(t.PackageID)) |
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if err != nil { |
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log.Warnf("getting package load log details: %s", err.Error()) |
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return |
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} |
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readerNodeIDs := lo.Map(getLoadLog.Logs, func(item coormq.PackageLoadLogDetail, idx int) cdssdk.NodeID { return item.Storage.NodeID }) |
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var changeRedEntries []coormq.ChangeObjectRedundancyEntry |
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for _, obj := range getObjs.Objects { |
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entry, err := t.doOne(execCtx, readerNodeIDs, coorCli, obj) |
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if err != nil { |
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log.WithField("PackageID", obj).Warn(err.Error()) |
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continue |
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} |
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if entry != nil { |
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changeRedEntries = append(changeRedEntries, *entry) |
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} |
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} |
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if len(changeRedEntries) > 0 { |
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_, err = coorCli.ChangeObjectRedundancy(coormq.ReqChangeObjectRedundancy(changeRedEntries)) |
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if err != nil { |
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log.Warnf("changing object redundancy: %s", err.Error()) |
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return |
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} |
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} |
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} |
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type doingContext struct { |
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execCtx ExecuteContext |
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readerNodeIDs []cdssdk.NodeID // 近期可能访问此对象的节点 |
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nodesSortedByReader map[cdssdk.NodeID][]nodeDist // 拥有数据的节点到每个可能访问对象的节点按距离排序 |
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nodeInfos map[cdssdk.NodeID]*model.Node |
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blockList []objectBlock // 排序后的块分布情况 |
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nodeBlockBitmaps map[cdssdk.NodeID]*bitmap // 用位图的形式表示每一个节点上有哪些块 |
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allBlockTypeCount int // object总共被分成了几块 |
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minBlockTypeCount int // 最少要几块才能恢复出完整的object |
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nodeCombTree combinatorialTree // 节点组合树,用于加速计算容灾度 |
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maxScore float64 // 搜索过程中得到过的最大分数 |
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maxScoreRmBlocks []bool // 最大分数对应的删除方案 |
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rmBlocks []bool // 当前删除方案 |
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inversedIndex int // 当前删除方案是从上一次的方案改动哪个flag而来的 |
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lastScore float64 // 上一次方案的分数 |
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} |
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type objectBlock struct { |
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Index int |
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NodeID cdssdk.NodeID |
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HasEntity bool // 节点拥有实际的文件数据块 |
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HasShadow bool // 如果节点拥有完整文件数据,那么认为这个节点拥有所有块,这些块被称为影子块 |
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FileHash string // 只有在拥有实际文件数据块时,这个字段才有值 |
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} |
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type nodeDist struct { |
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NodeID cdssdk.NodeID |
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Distance float64 |
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} |
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type combinatorialTree struct { |
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nodes []combinatorialTreeNode |
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blocksMaps map[int]bitmap |
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nodeIDToLocalNodeID map[cdssdk.NodeID]int |
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localNodeIDToNodeID []cdssdk.NodeID |
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} |
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const ( |
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iterActionNone = 0 |
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iterActionSkip = 1 |
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iterActionBreak = 2 |
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) |
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func newCombinatorialTree(nodeBlocksMaps map[cdssdk.NodeID]*bitmap) combinatorialTree { |
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tree := combinatorialTree{ |
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blocksMaps: make(map[int]bitmap), |
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nodeIDToLocalNodeID: make(map[cdssdk.NodeID]int), |
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} |
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tree.nodes = make([]combinatorialTreeNode, (1 << len(nodeBlocksMaps))) |
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for id, mp := range nodeBlocksMaps { |
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tree.nodeIDToLocalNodeID[id] = len(tree.localNodeIDToNodeID) |
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tree.blocksMaps[len(tree.localNodeIDToNodeID)] = *mp |
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tree.localNodeIDToNodeID = append(tree.localNodeIDToNodeID, id) |
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} |
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tree.nodes[0].localNodeID = -1 |
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index := 1 |
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tree.initNode(0, &tree.nodes[0], &index) |
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return tree |
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} |
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func (t *combinatorialTree) initNode(minAvaiLocalNodeID int, parent *combinatorialTreeNode, index *int) { |
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for i := minAvaiLocalNodeID; i < len(t.nodeIDToLocalNodeID); i++ { |
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curIndex := *index |
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*index++ |
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bitMp := t.blocksMaps[i] |
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bitMp.Or(&parent.blocksBitmap) |
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t.nodes[curIndex] = combinatorialTreeNode{ |
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localNodeID: i, |
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parent: parent, |
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blocksBitmap: bitMp, |
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} |
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t.initNode(i+1, &t.nodes[curIndex], index) |
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} |
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} |
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// 获得索引指定的节点所在的层 |
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func (t *combinatorialTree) GetDepth(index int) int { |
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depth := 0 |
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// 反复判断节点在哪个子树。从左到右,子树节点的数量呈现8 4 2的变化,由此可以得到每个子树的索引值的范围 |
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subTreeCount := 1 << len(t.nodeIDToLocalNodeID) |
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for index > 0 { |
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if index < subTreeCount { |
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// 定位到一个子树后,深度+1,然后进入这个子树,使用同样的方法再进行定位。 |
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// 进入子树后需要将索引值-1,因为要去掉子树的根节点 |
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index-- |
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depth++ |
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} else { |
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// 如果索引值不在这个子树范围内,则将值减去子树的节点数量, |
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// 这样每一次都可以视为使用同样的逻辑对不同大小的树进行判断。 |
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index -= subTreeCount |
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} |
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subTreeCount >>= 1 |
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} |
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return depth |
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} |
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// 更新某一个算力中心节点的块分布位图,同时更新它对应组合树节点的所有子节点。 |
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// 如果更新到某个节点时,已有K个块,那么就不会再更新它的子节点 |
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func (t *combinatorialTree) UpdateBitmap(nodeID cdssdk.NodeID, mp bitmap, k int) { |
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t.blocksMaps[t.nodeIDToLocalNodeID[nodeID]] = mp |
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// 首先定义两种遍历树节点时的移动方式: |
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// 1. 竖直移动(深度增加):从一个节点移动到它最左边的子节点。每移动一步,index+1 |
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// 2. 水平移动:从一个节点移动到它右边的兄弟节点。每移动一步,根据它所在的深度,index+8,+4,+2 |
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// LocalNodeID从0开始,将其+1后得到移动步数steps。 |
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// 将移动步数拆成多部分,分配到上述的两种移动方式上,并进行任意组合,且保证第一次为至少进行一次的竖直移动,移动之后的节点都会是同一个计算中心节点。 |
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steps := t.nodeIDToLocalNodeID[nodeID] + 1 |
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for d := 1; d <= steps; d++ { |
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t.iterCombBits(len(t.nodeIDToLocalNodeID)-1, steps-d, 0, func(i int) { |
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index := d + i |
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node := &t.nodes[index] |
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newMp := t.blocksMaps[node.localNodeID] |
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newMp.Or(&node.parent.blocksBitmap) |
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node.blocksBitmap = newMp |
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if newMp.Weight() >= k { |
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return |
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} |
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t.iterChildren(index, func(index, parentIndex, depth int) int { |
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curNode := &t.nodes[index] |
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parentNode := t.nodes[parentIndex] |
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newMp := t.blocksMaps[curNode.localNodeID] |
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newMp.Or(&parentNode.blocksBitmap) |
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curNode.blocksBitmap = newMp |
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if newMp.Weight() >= k { |
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return iterActionSkip |
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} |
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return iterActionNone |
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}) |
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}) |
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} |
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} |
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// 遍历树,找到至少拥有K个块的树节点的最大深度 |
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func (t *combinatorialTree) FindKBlocksMaxDepth(k int) int { |
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maxDepth := -1 |
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t.iterChildren(0, func(index, parentIndex, depth int) int { |
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if t.nodes[index].blocksBitmap.Weight() >= k { |
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if maxDepth < depth { |
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maxDepth = depth |
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} |
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return iterActionSkip |
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} |
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// 如果到了叶子节点,还没有找到K个块,那就认为要满足K个块,至少需要再多一个节点,即深度+1。 |
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// 由于遍历时采用的是深度优先的算法,因此遍历到这个叶子节点时,叶子节点再加一个节点的组合已经在前面搜索过, |
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// 所以用当前叶子节点深度+1来作为当前分支的结果就可以,即使当前情况下增加任意一个节点依然不够K块, |
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// 可以使用同样的思路去递推到当前叶子节点增加两个块的情况。 |
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if t.nodes[index].localNodeID == len(t.nodeIDToLocalNodeID)-1 { |
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if maxDepth < depth+1 { |
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maxDepth = depth + 1 |
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} |
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} |
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return iterActionNone |
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}) |
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if maxDepth == -1 || maxDepth > len(t.nodeIDToLocalNodeID) { |
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return len(t.nodeIDToLocalNodeID) |
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} |
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return maxDepth |
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} |
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func (t *combinatorialTree) iterCombBits(width int, count int, offset int, callback func(int)) { |
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if count == 0 { |
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callback(offset) |
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return |
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} |
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for b := width; b >= count; b-- { |
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t.iterCombBits(b-1, count-1, offset+(1<<b), callback) |
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} |
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} |
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func (t *combinatorialTree) iterChildren(index int, do func(index int, parentIndex int, depth int) int) { |
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curNode := &t.nodes[index] |
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childIndex := index + 1 |
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curDepth := t.GetDepth(index) |
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childCounts := len(t.nodeIDToLocalNodeID) - 1 - curNode.localNodeID |
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if childCounts == 0 { |
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return |
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} |
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childTreeNodeCnt := 1 << (childCounts - 1) |
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for c := 0; c < childCounts; c++ { |
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act := t.itering(childIndex, index, curDepth+1, do) |
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if act == iterActionBreak { |
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return |
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} |
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childIndex += childTreeNodeCnt |
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childTreeNodeCnt >>= 1 |
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} |
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} |
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func (t *combinatorialTree) itering(index int, parentIndex int, depth int, do func(index int, parentIndex int, depth int) int) int { |
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act := do(index, parentIndex, depth) |
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if act == iterActionBreak { |
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return act |
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} |
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if act == iterActionSkip { |
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return iterActionNone |
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} |
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curNode := &t.nodes[index] |
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childIndex := index + 1 |
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childCounts := len(t.nodeIDToLocalNodeID) - 1 - curNode.localNodeID |
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if childCounts == 0 { |
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return iterActionNone |
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} |
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childTreeNodeCnt := 1 << (childCounts - 1) |
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for c := 0; c < childCounts; c++ { |
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act = t.itering(childIndex, index, depth+1, do) |
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if act == iterActionBreak { |
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return act |
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} |
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childIndex += childTreeNodeCnt |
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childTreeNodeCnt >>= 1 |
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} |
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return iterActionNone |
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} |
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type combinatorialTreeNode struct { |
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localNodeID int |
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parent *combinatorialTreeNode |
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blocksBitmap bitmap // 选择了这个中心之后,所有中心一共包含多少种块 |
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} |
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type bitmap uint64 |
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func (b *bitmap) Set(index int, val bool) { |
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if val { |
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*b |= 1 << index |
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} else { |
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*b &= ^(1 << index) |
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} |
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} |
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func (b *bitmap) Or(other *bitmap) { |
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*b |= *other |
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} |
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func (b *bitmap) Weight() int { |
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v := *b |
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cnt := 0 |
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for v > 0 { |
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cnt++ |
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v &= (v - 1) |
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} |
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return cnt |
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} |
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func (t *CleanPinned) doOne(execCtx ExecuteContext, readerNodeIDs []cdssdk.NodeID, coorCli *coormq.Client, obj stgmod.ObjectDetail) (*coormq.ChangeObjectRedundancyEntry, error) { |
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if len(obj.PinnedAt) == 0 && len(obj.Blocks) == 0 { |
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return nil, nil |
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} |
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ctx := doingContext{ |
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execCtx: execCtx, |
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readerNodeIDs: readerNodeIDs, |
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nodesSortedByReader: make(map[cdssdk.NodeID][]nodeDist), |
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nodeInfos: make(map[cdssdk.NodeID]*model.Node), |
|
|
|
nodeBlockBitmaps: make(map[cdssdk.NodeID]*bitmap), |
|
|
|
} |
|
|
|
|
|
|
|
err := t.getNodeInfos(&ctx, coorCli, obj) |
|
|
|
if err != nil { |
|
|
|
return nil, err |
|
|
|
} |
|
|
|
|
|
|
|
err = t.makeBlockList(&ctx, obj) |
|
|
|
if err != nil { |
|
|
|
return nil, err |
|
|
|
} |
|
|
|
|
|
|
|
if ctx.blockList == nil { |
|
|
|
return nil, nil |
|
|
|
} |
|
|
|
|
|
|
|
t.makeNodeBlockBitmap(&ctx) |
|
|
|
|
|
|
|
t.sortNodeByReaderDistance(&ctx) |
|
|
|
|
|
|
|
ctx.rmBlocks = make([]bool, len(ctx.blockList)) |
|
|
|
ctx.inversedIndex = -1 |
|
|
|
ctx.nodeCombTree = newCombinatorialTree(ctx.nodeBlockBitmaps) |
|
|
|
|
|
|
|
ctx.lastScore = t.calcScore(&ctx) |
|
|
|
ctx.maxScore = ctx.lastScore |
|
|
|
ctx.maxScoreRmBlocks = mylo.ArrayClone(ctx.rmBlocks) |
|
|
|
|
|
|
|
// 模拟退火算法的温度 |
|
|
|
curTemp := ctx.lastScore |
|
|
|
// 结束温度 |
|
|
|
finalTemp := curTemp * 0.2 |
|
|
|
// 冷却率 |
|
|
|
coolingRate := 0.95 |
|
|
|
|
|
|
|
for curTemp > finalTemp { |
|
|
|
ctx.inversedIndex = rand.Intn(len(ctx.rmBlocks)) |
|
|
|
block := ctx.blockList[ctx.inversedIndex] |
|
|
|
ctx.rmBlocks[ctx.inversedIndex] = !ctx.rmBlocks[ctx.inversedIndex] |
|
|
|
ctx.nodeBlockBitmaps[block.NodeID].Set(block.Index, !ctx.rmBlocks[ctx.inversedIndex]) |
|
|
|
ctx.nodeCombTree.UpdateBitmap(block.NodeID, *ctx.nodeBlockBitmaps[block.NodeID], ctx.minBlockTypeCount) |
|
|
|
|
|
|
|
curScore := t.calcScore(&ctx) |
|
|
|
|
|
|
|
dScore := curScore - ctx.lastScore |
|
|
|
// 如果新方案比旧方案得分低,且没有要求强制接受新方案,那么就将变化改回去 |
|
|
|
if curScore == 0 || (dScore < 0 && !t.alwaysAccept(curTemp, dScore, coolingRate)) { |
|
|
|
ctx.rmBlocks[ctx.inversedIndex] = !ctx.rmBlocks[ctx.inversedIndex] |
|
|
|
ctx.nodeBlockBitmaps[block.NodeID].Set(block.Index, !ctx.rmBlocks[ctx.inversedIndex]) |
|
|
|
ctx.nodeCombTree.UpdateBitmap(block.NodeID, *ctx.nodeBlockBitmaps[block.NodeID], ctx.minBlockTypeCount) |
|
|
|
fmt.Printf("\n") |
|
|
|
} else { |
|
|
|
fmt.Printf(" accept!\n") |
|
|
|
ctx.lastScore = curScore |
|
|
|
if ctx.maxScore < curScore { |
|
|
|
ctx.maxScore = ctx.lastScore |
|
|
|
ctx.maxScoreRmBlocks = mylo.ArrayClone(ctx.rmBlocks) |
|
|
|
} |
|
|
|
} |
|
|
|
curTemp *= coolingRate |
|
|
|
} |
|
|
|
|
|
|
|
return t.applySolution(ctx, obj) |
|
|
|
} |
|
|
|
|
|
|
|
func (t *CleanPinned) getNodeInfos(ctx *doingContext, coorCli *coormq.Client, obj stgmod.ObjectDetail) error { |
|
|
|
var nodeIDs []cdssdk.NodeID |
|
|
|
for _, b := range obj.Blocks { |
|
|
|
nodeIDs = append(nodeIDs, b.NodeID) |
|
|
|
} |
|
|
|
nodeIDs = append(nodeIDs, obj.PinnedAt...) |
|
|
|
|
|
|
|
nodeIDs = append(nodeIDs, ctx.readerNodeIDs...) |
|
|
|
|
|
|
|
getNode, err := coorCli.GetNodes(coormq.NewGetNodes(lo.Uniq(nodeIDs))) |
|
|
|
if err != nil { |
|
|
|
return fmt.Errorf("requesting to coordinator: %w", err) |
|
|
|
} |
|
|
|
|
|
|
|
for _, n := range getNode.Nodes { |
|
|
|
ctx.nodeInfos[n.NodeID] = &n |
|
|
|
} |
|
|
|
|
|
|
|
return nil |
|
|
|
} |
|
|
|
|
|
|
|
func (t *CleanPinned) makeBlockList(ctx *doingContext, obj stgmod.ObjectDetail) error { |
|
|
|
blockCnt := 1 |
|
|
|
minBlockCnt := 1 |
|
|
|
switch red := obj.Object.Redundancy.(type) { |
|
|
|
case *cdssdk.NoneRedundancy: |
|
|
|
return nil |
|
|
|
case *cdssdk.RepRedundancy: |
|
|
|
blockCnt = 1 |
|
|
|
minBlockCnt = 1 |
|
|
|
case *cdssdk.ECRedundancy: |
|
|
|
blockCnt = red.N |
|
|
|
minBlockCnt = red.K |
|
|
|
default: |
|
|
|
return fmt.Errorf("unknow redundancy type: %v", myref.TypeOfValue(obj.Object.Redundancy)) |
|
|
|
} |
|
|
|
|
|
|
|
blocksMap := make(map[cdssdk.NodeID][]objectBlock) |
|
|
|
|
|
|
|
// 先生成所有的影子块 |
|
|
|
for _, pinned := range obj.PinnedAt { |
|
|
|
blocks := make([]objectBlock, 0, blockCnt) |
|
|
|
for i := 0; i < blockCnt; i++ { |
|
|
|
blocks = append(blocks, objectBlock{ |
|
|
|
Index: i, |
|
|
|
NodeID: pinned, |
|
|
|
HasShadow: true, |
|
|
|
}) |
|
|
|
} |
|
|
|
blocksMap[pinned] = blocks |
|
|
|
} |
|
|
|
|
|
|
|
// 再填充实际块 |
|
|
|
for _, b := range obj.Blocks { |
|
|
|
blocks := blocksMap[b.NodeID] |
|
|
|
|
|
|
|
has := false |
|
|
|
for i := range blocks { |
|
|
|
if blocks[i].Index == b.Index { |
|
|
|
blocks[i].HasEntity = true |
|
|
|
blocks[i].FileHash = b.FileHash |
|
|
|
has = true |
|
|
|
break |
|
|
|
} |
|
|
|
} |
|
|
|
|
|
|
|
if has { |
|
|
|
continue |
|
|
|
} |
|
|
|
|
|
|
|
blocks = append(blocks, objectBlock{ |
|
|
|
Index: b.Index, |
|
|
|
NodeID: b.NodeID, |
|
|
|
HasEntity: true, |
|
|
|
FileHash: b.FileHash, |
|
|
|
}) |
|
|
|
blocksMap[b.NodeID] = blocks |
|
|
|
} |
|
|
|
|
|
|
|
var sortedBlocks []objectBlock |
|
|
|
for _, bs := range blocksMap { |
|
|
|
sortedBlocks = append(sortedBlocks, bs...) |
|
|
|
} |
|
|
|
sortedBlocks = mysort.Sort(sortedBlocks, func(left objectBlock, right objectBlock) int { |
|
|
|
d := left.NodeID - right.NodeID |
|
|
|
if d != 0 { |
|
|
|
return int(d) |
|
|
|
} |
|
|
|
|
|
|
|
return left.Index - right.Index |
|
|
|
}) |
|
|
|
|
|
|
|
ctx.allBlockTypeCount = blockCnt |
|
|
|
ctx.minBlockTypeCount = minBlockCnt |
|
|
|
ctx.blockList = sortedBlocks |
|
|
|
return nil |
|
|
|
} |
|
|
|
|
|
|
|
func (t *CleanPinned) makeNodeBlockBitmap(ctx *doingContext) { |
|
|
|
for _, b := range ctx.blockList { |
|
|
|
mp, ok := ctx.nodeBlockBitmaps[b.NodeID] |
|
|
|
if !ok { |
|
|
|
nb := bitmap(0) |
|
|
|
mp = &nb |
|
|
|
ctx.nodeBlockBitmaps[b.NodeID] = mp |
|
|
|
} |
|
|
|
mp.Set(b.Index, true) |
|
|
|
} |
|
|
|
} |
|
|
|
|
|
|
|
func (t *CleanPinned) sortNodeByReaderDistance(ctx *doingContext) { |
|
|
|
for _, r := range ctx.readerNodeIDs { |
|
|
|
var nodeDists []nodeDist |
|
|
|
|
|
|
|
for n := range ctx.nodeBlockBitmaps { |
|
|
|
if r == n { |
|
|
|
// 同节点时距离视为0.1 |
|
|
|
nodeDists = append(nodeDists, nodeDist{ |
|
|
|
NodeID: n, |
|
|
|
Distance: 0.1, |
|
|
|
}) |
|
|
|
} else if ctx.nodeInfos[r].LocationID == ctx.nodeInfos[n].LocationID { |
|
|
|
// 同地区时距离视为1 |
|
|
|
nodeDists = append(nodeDists, nodeDist{ |
|
|
|
NodeID: n, |
|
|
|
Distance: 1, |
|
|
|
}) |
|
|
|
} else { |
|
|
|
// 不同地区时距离视为5 |
|
|
|
nodeDists = append(nodeDists, nodeDist{ |
|
|
|
NodeID: n, |
|
|
|
Distance: 5, |
|
|
|
}) |
|
|
|
} |
|
|
|
} |
|
|
|
|
|
|
|
ctx.nodesSortedByReader[r] = mysort.Sort(nodeDists, func(left, right nodeDist) int { return mysort.Cmp(left.Distance, right.Distance) }) |
|
|
|
} |
|
|
|
} |
|
|
|
|
|
|
|
func (t *CleanPinned) calcScore(ctx *doingContext) float64 { |
|
|
|
dt := t.calcDisasterTolerance(ctx) |
|
|
|
ac := t.calcMinAccessCost(ctx) |
|
|
|
sc := t.calcSpaceCost(ctx) |
|
|
|
|
|
|
|
dtSc := 1.0 |
|
|
|
if dt < 1 { |
|
|
|
dtSc = 0 |
|
|
|
} else if dt >= 2 { |
|
|
|
dtSc = 1.5 |
|
|
|
} |
|
|
|
|
|
|
|
newSc := 0.0 |
|
|
|
if dt == 0 || ac == 0 { |
|
|
|
newSc = 0 |
|
|
|
} else { |
|
|
|
newSc = dtSc / (sc * ac) |
|
|
|
} |
|
|
|
|
|
|
|
fmt.Printf("solu: %v, cur: %v, dt: %v, ac: %v, sc: %v ", ctx.rmBlocks, newSc, dt, ac, sc) |
|
|
|
return newSc |
|
|
|
} |
|
|
|
|
|
|
|
// 计算容灾度 |
|
|
|
func (t *CleanPinned) calcDisasterTolerance(ctx *doingContext) float64 { |
|
|
|
if ctx.inversedIndex != -1 { |
|
|
|
node := ctx.blockList[ctx.inversedIndex] |
|
|
|
ctx.nodeCombTree.UpdateBitmap(node.NodeID, *ctx.nodeBlockBitmaps[node.NodeID], ctx.minBlockTypeCount) |
|
|
|
} |
|
|
|
return float64(len(ctx.nodeBlockBitmaps) - ctx.nodeCombTree.FindKBlocksMaxDepth(ctx.minBlockTypeCount)) |
|
|
|
} |
|
|
|
|
|
|
|
// 计算最小访问数据的代价 |
|
|
|
func (t *CleanPinned) calcMinAccessCost(ctx *doingContext) float64 { |
|
|
|
cost := math.MaxFloat64 |
|
|
|
for _, reader := range ctx.readerNodeIDs { |
|
|
|
tarNodes := ctx.nodesSortedByReader[reader] |
|
|
|
gotBlocks := bitmap(0) |
|
|
|
thisCost := 0.0 |
|
|
|
|
|
|
|
for _, tar := range tarNodes { |
|
|
|
tarNodeMp := ctx.nodeBlockBitmaps[tar.NodeID] |
|
|
|
|
|
|
|
// 只需要从目的节点上获得缺少的块 |
|
|
|
curWeigth := gotBlocks.Weight() |
|
|
|
// 下面的if会在拿到k个块之后跳出循环,所以or多了块也没关系 |
|
|
|
gotBlocks.Or(tarNodeMp) |
|
|
|
willGetBlocks := mymath.Min(gotBlocks.Weight()-curWeigth, ctx.minBlockTypeCount-curWeigth) |
|
|
|
thisCost += float64(willGetBlocks) * float64(tar.Distance) |
|
|
|
|
|
|
|
if gotBlocks.Weight() >= ctx.minBlockTypeCount { |
|
|
|
break |
|
|
|
} |
|
|
|
} |
|
|
|
if gotBlocks.Weight() >= ctx.minBlockTypeCount { |
|
|
|
cost = math.Min(cost, thisCost) |
|
|
|
} |
|
|
|
} |
|
|
|
|
|
|
|
return cost |
|
|
|
} |
|
|
|
|
|
|
|
// 计算冗余度 |
|
|
|
func (t *CleanPinned) calcSpaceCost(ctx *doingContext) float64 { |
|
|
|
blockCount := 0 |
|
|
|
for i, b := range ctx.blockList { |
|
|
|
if ctx.rmBlocks[i] { |
|
|
|
continue |
|
|
|
} |
|
|
|
|
|
|
|
if b.HasEntity { |
|
|
|
blockCount++ |
|
|
|
} |
|
|
|
if b.HasShadow { |
|
|
|
blockCount++ |
|
|
|
} |
|
|
|
} |
|
|
|
// 所有算力中心上拥有的块的总数 / 一个对象被分成了几个块 |
|
|
|
return float64(blockCount) / float64(ctx.minBlockTypeCount) |
|
|
|
} |
|
|
|
|
|
|
|
// 如果新方案得分比旧方案小,那么在一定概率内也接受新方案 |
|
|
|
func (t *CleanPinned) alwaysAccept(curTemp float64, dScore float64, coolingRate float64) bool { |
|
|
|
v := math.Exp(dScore / curTemp / coolingRate) |
|
|
|
fmt.Printf(" -- chance: %v, temp: %v", v, curTemp) |
|
|
|
return v > rand.Float64() |
|
|
|
} |
|
|
|
|
|
|
|
func (t *CleanPinned) applySolution(ctx doingContext, obj stgmod.ObjectDetail) (*coormq.ChangeObjectRedundancyEntry, error) { |
|
|
|
entry := coormq.ChangeObjectRedundancyEntry{ |
|
|
|
ObjectID: obj.Object.ObjectID, |
|
|
|
Redundancy: obj.Object.Redundancy, |
|
|
|
} |
|
|
|
fmt.Printf("final solu: %v, score: %v\n", ctx.maxScoreRmBlocks, ctx.maxScore) |
|
|
|
|
|
|
|
reconstrct := make(map[cdssdk.NodeID]*[]int) |
|
|
|
for i, f := range ctx.maxScoreRmBlocks { |
|
|
|
block := ctx.blockList[i] |
|
|
|
if !f { |
|
|
|
entry.Blocks = append(entry.Blocks, stgmod.ObjectBlock{ |
|
|
|
ObjectID: obj.Object.ObjectID, |
|
|
|
Index: block.Index, |
|
|
|
NodeID: block.NodeID, |
|
|
|
FileHash: block.FileHash, |
|
|
|
}) |
|
|
|
|
|
|
|
// 如果这个块是影子块,那么就要从完整对象里重建这个块 |
|
|
|
if !block.HasEntity { |
|
|
|
re, ok := reconstrct[block.NodeID] |
|
|
|
if !ok { |
|
|
|
re = &[]int{} |
|
|
|
reconstrct[block.NodeID] = re |
|
|
|
} |
|
|
|
|
|
|
|
*re = append(*re, block.Index) |
|
|
|
} |
|
|
|
} |
|
|
|
} |
|
|
|
|
|
|
|
bld := reqbuilder.NewBuilder() |
|
|
|
for id := range reconstrct { |
|
|
|
bld.IPFS().Buzy(id) |
|
|
|
} |
|
|
|
|
|
|
|
mutex, err := bld.MutexLock(ctx.execCtx.Args.DistLock) |
|
|
|
if err != nil { |
|
|
|
return nil, fmt.Errorf("acquiring distlock: %w", err) |
|
|
|
} |
|
|
|
defer mutex.Unlock() |
|
|
|
|
|
|
|
if ecRed, ok := obj.Object.Redundancy.(*cdssdk.ECRedundancy); ok { |
|
|
|
for id, idxs := range reconstrct { |
|
|
|
bld := plans.NewPlanBuilder() |
|
|
|
agt := bld.AtAgent(*ctx.nodeInfos[id]) |
|
|
|
|
|
|
|
strs := agt.IPFSRead(obj.Object.FileHash).ChunkedSplit(ecRed.ChunkSize, ecRed.K, true) |
|
|
|
ss := agt.ECReconstructAny(*ecRed, lo.Range(ecRed.K), *idxs, strs.Streams...) |
|
|
|
for i, s := range ss.Streams { |
|
|
|
s.IPFSWrite(fmt.Sprintf("%d", (*idxs)[i])) |
|
|
|
} |
|
|
|
|
|
|
|
plan, err := bld.Build() |
|
|
|
if err != nil { |
|
|
|
return nil, fmt.Errorf("building io switch plan: %w", err) |
|
|
|
} |
|
|
|
|
|
|
|
exec, err := plans.Execute(*plan) |
|
|
|
if err != nil { |
|
|
|
return nil, fmt.Errorf("executing io switch plan: %w", err) |
|
|
|
} |
|
|
|
ret, err := exec.Wait() |
|
|
|
if err != nil { |
|
|
|
return nil, fmt.Errorf("executing io switch plan: %w", err) |
|
|
|
} |
|
|
|
|
|
|
|
for k, v := range ret.ResultValues { |
|
|
|
idx, err := strconv.ParseInt(k, 10, 32) |
|
|
|
if err != nil { |
|
|
|
return nil, fmt.Errorf("parsing plan result: %w", err) |
|
|
|
} |
|
|
|
|
|
|
|
for i := range entry.Blocks { |
|
|
|
if entry.Blocks[i].NodeID == id && entry.Blocks[i].Index == int(idx) { |
|
|
|
entry.Blocks[i].FileHash = v.(string) |
|
|
|
} |
|
|
|
} |
|
|
|
} |
|
|
|
|
|
|
|
} |
|
|
|
} else if _, ok := obj.Object.Redundancy.(*cdssdk.RepRedundancy); ok { |
|
|
|
// rep模式不分块,所以每一个Block的FileHash就是完整文件的FileHash |
|
|
|
for i := range entry.Blocks { |
|
|
|
entry.Blocks[i].FileHash = obj.Object.FileHash |
|
|
|
} |
|
|
|
} |
|
|
|
|
|
|
|
return &entry, nil |
|
|
|
} |
|
|
|
|
|
|
|
func init() { |
|
|
|
RegisterMessageConvertor(NewCleanPinned) |
|
|
|
} |