// Licensed to the LF AI & Data foundation 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. package rootcoord import ( "bytes" "errors" "fmt" "path" "regexp" "sort" "strconv" "strings" "sync" "github.com/milvus-io/milvus/internal/kv" "github.com/milvus-io/milvus/internal/log" "github.com/milvus-io/milvus/internal/util/retry" "github.com/milvus-io/milvus/internal/util/typeutil" "go.uber.org/zap" ) var ( // suffixSnapshotTombstone special value for tombstone mark suffixSnapshotTombstone = []byte{0xE2, 0x9B, 0xBC} ) // suffixSnapshot implements SnapshotKV // this is a simple replacement for metaSnapshot, which is not available due to etcd compaction // suffixSnapshot record timestamp as prefix of a key under the snapshot prefix path type suffixSnapshot struct { // internal kv which suffixSnapshot based on kv.TxnKV // rw mutex provided range lock sync.RWMutex // lastestTS latest timestamp for each key // note that this map is lazy loaded // which means if a key is never used in current session, no ts related to the key is stored // so is ts is not recorded in map, a `load ts` process will be triggered // a `0` for a key means that the key is not a snapshot key lastestTS map[string]typeutil.Timestamp // separator is the conjunction string between actual key and trailing ts // used in composing ts-key and check whether a key is a ts-key separator string // rootPrefix is used to hide detail rootPrefix in kv rootPrefix string // rootLen pre calculated offset when hiding root prefix rootLen int // snapshotPrefix serves a prefix stores snapshot with ts snapshotPrefix string // snapshotLen pre calculated offset when parsing snapshot key snapshotLen int // exp is the shortcut format checker for ts-key // composed with separator only exp *regexp.Regexp } // tsv struct stores kv with timestamp type tsv struct { value string ts typeutil.Timestamp } // type conversion make sure implementation var _ kv.SnapShotKV = (*suffixSnapshot)(nil) // newSuffixSnapshot creates a newSuffixSnapshot with provided kv func newSuffixSnapshot(txnKV kv.TxnKV, sep, root, snapshot string) (*suffixSnapshot, error) { if txnKV == nil { return nil, retry.Unrecoverable(errors.New("txnKV is nil")) } // handles trailing / logic tk := path.Join(snapshot, "k") snapshotLen := len(tk) - 1 // makes sure snapshot has trailing '/' snapshot = tk[:len(tk)-1] tk = path.Join(root, "k") rootLen := len(tk) - 1 return &suffixSnapshot{ TxnKV: txnKV, lastestTS: make(map[string]typeutil.Timestamp), separator: sep, exp: regexp.MustCompile(fmt.Sprintf(`^(.+)%s(\d+)$`, sep)), snapshotPrefix: snapshot, snapshotLen: snapshotLen, rootPrefix: root, rootLen: rootLen, }, nil } // isTombstone helper function to check whether is tombstone mark func (ss *suffixSnapshot) isTombstone(value string) bool { return bytes.Equal([]byte(value), suffixSnapshotTombstone) } // hideRootPrefix helper function to hide root prefix from key func (ss *suffixSnapshot) hideRootPrefix(value string) string { return value[ss.rootLen:] } // composeSnapshotPrefix build a prefix for load snapshots // formated like [snapshotPrefix]/key[sep] func (ss *suffixSnapshot) composeSnapshotPrefix(key string) string { return path.Join(ss.snapshotPrefix, key+ss.separator) } // composeTSKey unified tsKey composing method // uses key, ts and separator to form a key func (ss *suffixSnapshot) composeTSKey(key string, ts typeutil.Timestamp) string { // [key][sep][ts] return path.Join(ss.snapshotPrefix, fmt.Sprintf("%s%s%d", key, ss.separator, ts)) } // isTSKey checks whether a key is in ts-key format // if true, also returns parsed ts value func (ss *suffixSnapshot) isTSKey(key string) (typeutil.Timestamp, bool) { // not in snapshot path if !strings.HasPrefix(key, ss.snapshotPrefix) { return 0, false } key = key[ss.snapshotLen:] matches := ss.exp.FindStringSubmatch(key) if len(matches) < 3 { return 0, false } // err ignores since it's protected by the regexp ts, _ := strconv.ParseUint(matches[2], 10, 64) return ts, true } // isTSOfKey check whether a key is in ts-key format of provided group key // if true, laso returns parsed ts value func (ss *suffixSnapshot) isTSOfKey(key string, groupKey string) (typeutil.Timestamp, bool) { // not in snapshot path if !strings.HasPrefix(key, ss.snapshotPrefix) { return 0, false } key = key[ss.snapshotLen:] matches := ss.exp.FindStringSubmatch(key) if len(matches) < 3 { return 0, false } if matches[1] != groupKey { return 0, false } // err ignores since it's protected by the regexp ts, _ := strconv.ParseUint(matches[2], 10, 64) return ts, true } // checkKeyTS checks provided key's latest ts is before provided ts // lock is needed func (ss *suffixSnapshot) checkKeyTS(key string, ts typeutil.Timestamp) (bool, error) { latest, has := ss.lastestTS[key] if !has { err := ss.loadLatestTS(key) if err != nil { return false, err } latest = ss.lastestTS[key] } return latest < ts, nil } // loadLatestTS load the loatest ts for specified key func (ss *suffixSnapshot) loadLatestTS(key string) error { prefix := ss.composeSnapshotPrefix(key) keys, _, err := ss.TxnKV.LoadWithPrefix(prefix) if err != nil { log.Warn("suffixSnapshot txnkv LoadWithPrefix failed", zap.String("key", key), zap.Error(err)) return err } tss := make([]typeutil.Timestamp, 0, len(keys)) for _, key := range keys { ts, ok := ss.isTSKey(ss.hideRootPrefix(key)) if ok { tss = append(tss, ts) } } if len(tss) == 0 { ss.lastestTS[key] = 0 return nil } sort.Slice(tss, func(i, j int) bool { return tss[i] > tss[j] }) ss.lastestTS[key] = tss[0] return nil } // binarySearchRecords returns value in sorted order with index i // which satisfies records[i].ts <= ts && records[i+1].ts > ts func binarySearchRecords(records []tsv, ts typeutil.Timestamp) (string, bool) { if len(records) == 0 { return "", false } // sort records by ts sort.Slice(records, func(i, j int) bool { return records[i].ts < records[j].ts }) if ts < records[0].ts { return "", false } if ts > records[len(records)-1].ts { return records[len(records)-1].value, true } i, j := 0, len(records) for i+1 < j { k := (i + j) / 2 //log.Warn("", zap.Int("i", i), zap.Int("j", j), zap.Int("k", k)) if records[k].ts == ts { return records[k].value, true } if records[k].ts < ts { i = k } else { j = k } } return records[i].value, true } // Save stores key-value pairs with timestamp // if ts is 0, suffixSnapshot works as a TxnKV // otherwise, suffixSnapshot will store a ts-key as "key[sep]ts"-value pair in snapshot path // and for acceleration store original key-value if ts is the latest func (ss *suffixSnapshot) Save(key string, value string, ts typeutil.Timestamp) error { // if ts == 0, act like TxnKv // will not update lastestTs since ts not not valid if ts == 0 { return ss.TxnKV.Save(key, value) } ss.Lock() defer ss.Unlock() tsKey := ss.composeTSKey(key, ts) // provided key value is latest // stores both tsKey and orignal key after, err := ss.checkKeyTS(key, ts) if err != nil { return err } if after { err := ss.TxnKV.MultiSave(map[string]string{ key: value, tsKey: value, }) // update latestTS only when MultiSave succeeds if err == nil { ss.lastestTS[key] = ts } return err } // modifying history key, just save tskey-value return ss.TxnKV.Save(tsKey, value) } func (ss *suffixSnapshot) Load(key string, ts typeutil.Timestamp) (string, error) { // if ts == 0, load latest by definition // and with acceleration logic, just do load key will do if ts == 0 { value, err := ss.TxnKV.Load(key) if ss.isTombstone(value) { return "", errors.New("no value found") } return value, err } ss.Lock() after, err := ss.checkKeyTS(key, ts) ss.Unlock() ss.RLock() defer ss.RUnlock() // ts after latest ts, load key as acceleration if err != nil { return "", err } if after { value, err := ss.TxnKV.Load(key) if ss.isTombstone(value) { return "", errors.New("no value found") } return value, err } // before ts, do time travel // 1. load all tsKey with key/ prefix keys, values, err := ss.TxnKV.LoadWithPrefix(ss.composeSnapshotPrefix(key)) if err != nil { log.Warn("prefixSnapshot txnKV LoadWithPrefix failed", zap.String("key", key), zap.Error(err)) return "", err } records := make([]tsv, 0, len(keys)) // 2. validate key and parse ts for i := 0; i < len(keys); i++ { ts, ok := ss.isTSKey(ss.hideRootPrefix(keys[i])) if !ok { continue } records = append(records, tsv{ value: values[i], ts: ts, }) } if len(records) == 0 { return "", errors.New("not value found") } // 3. find i which ts[i] <= ts && ts[i+1] > ts // corner cases like len(records)==0, ts < records[0].ts is covered in binarySearch //binary search value, found := binarySearchRecords(records, ts) if !found { log.Warn("not found") return "", errors.New("no value found") } // check whether value is tombstone if ss.isTombstone(value) { log.Warn("tombstone", zap.String("value", value)) return "", errors.New("not value found") } return value, nil } // MultiSave save multiple kvs // if ts == 0, act like TxnKV // each key-value will be treated using same logic like Save func (ss *suffixSnapshot) MultiSave(kvs map[string]string, ts typeutil.Timestamp) error { // if ts == 0, act like TxnKV if ts == 0 { return ss.TxnKV.MultiSave(kvs) } ss.Lock() defer ss.Unlock() var err error // process each key, checks whether is the latest execute, updateList, err := ss.generateSaveExecute(kvs, ts) if err != nil { return err } // multi save execute map; if succeeds, update ts in the update list err = ss.TxnKV.MultiSave(execute) if err == nil { for _, key := range updateList { ss.lastestTS[key] = ts } } return err } // generateSaveExecute examine each key is the after the corresponding latest // returns calculated execute map and update ts list func (ss *suffixSnapshot) generateSaveExecute(kvs map[string]string, ts typeutil.Timestamp) (map[string]string, []string, error) { var after bool var err error execute := make(map[string]string) updateList := make([]string, 0, len(kvs)) for key, value := range kvs { tsKey := ss.composeTSKey(key, ts) // provided key value is latest // stores both tsKey and orignal key after, err = ss.checkKeyTS(key, ts) if err != nil { return nil, nil, err } if after { execute[key] = value execute[tsKey] = value updateList = append(updateList, key) } else { execute[tsKey] = value } } return execute, updateList, nil } // LoadWithPrefix load keys with provided prefix and returns value in the ts func (ss *suffixSnapshot) LoadWithPrefix(key string, ts typeutil.Timestamp) ([]string, []string, error) { // ts 0 case shall be treated as fetch latest/current value if ts == 0 { keys, values, err := ss.TxnKV.LoadWithPrefix(key) fks := keys[:0] //make([]string, 0, len(keys)) fvs := values[:0] //make([]string, 0, len(values)) // hide rootPrefix from return value for i, k := range keys { // filters tombstone if ss.isTombstone(values[i]) { continue } fks = append(fks, ss.hideRootPrefix(k)) fvs = append(fvs, values[i]) } return fks, fvs, err } ss.Lock() defer ss.Unlock() keys, values, err := ss.TxnKV.LoadWithPrefix(key) if err != nil { return nil, nil, err } // kv group stands for type kvgroup struct { key, value string processed bool tsRecords []tsv } groups := make([]kvgroup, 0, len(keys)) for i, key := range keys { group := kvgroup{key: key, value: values[i]} // load prefix keys contains rootPrefix sKeys, sValues, err := ss.TxnKV.LoadWithPrefix(ss.composeSnapshotPrefix(ss.hideRootPrefix(key))) if err != nil { return nil, nil, err } group.tsRecords = make([]tsv, 0, len(sKeys)) for j, sKey := range sKeys { ts, ok := ss.isTSOfKey(ss.hideRootPrefix(sKey), ss.hideRootPrefix(key)) if ok { group.tsRecords = append(group.tsRecords, tsv{ts: ts, value: sValues[j]}) } } groups = append(groups, group) } resultKeys := make([]string, 0, len(groups)) resultValues := make([]string, 0, len(groups)) // for each group, do ts travel logic if appliable for _, group := range groups { if len(group.tsRecords) == 0 { // not ts maybe, just use k,v resultKeys = append(resultKeys, group.key) resultValues = append(resultValues, group.value) continue } value, ok := binarySearchRecords(group.tsRecords, ts) if ok { // tombstone found, skip entry if ss.isTombstone(value) { continue } resultKeys = append(resultKeys, group.key) resultValues = append(resultValues, value) } } // hide rootPrefix from return value for i, k := range resultKeys { resultKeys[i] = ss.hideRootPrefix(k) } return resultKeys, resultValues, nil } // MultiSaveAndRemoveWithPrefix save muiltple kvs and remove as well // if ts == 0, act like TxnKV // each key-value will be treated in same logic like Save func (ss *suffixSnapshot) MultiSaveAndRemoveWithPrefix(saves map[string]string, removals []string, ts typeutil.Timestamp) error { // if ts == 0, act like TxnKV if ts == 0 { return ss.TxnKV.MultiSaveAndRemoveWithPrefix(saves, removals) } ss.Lock() defer ss.Unlock() var err error // process each key, checks whether is the latest execute, updateList, err := ss.generateSaveExecute(saves, ts) if err != nil { return err } // load each removal, change execution to adding tombstones for _, removal := range removals { keys, _, err := ss.TxnKV.LoadWithPrefix(removal) if err != nil { log.Warn("suffixSnapshot TxnKV LoadwithPrefix failed", zap.String("key", removal), zap.Error(err)) return err } // add tombstone to orignal key and add ts entry for _, key := range keys { key = ss.hideRootPrefix(key) execute[key] = string(suffixSnapshotTombstone) execute[ss.composeTSKey(key, ts)] = string(suffixSnapshotTombstone) updateList = append(updateList, key) } } // multi save execute map; if succeeds, update ts in the update list err = ss.TxnKV.MultiSave(execute) if err == nil { for _, key := range updateList { ss.lastestTS[key] = ts } } return err }