core/candle.go

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package core
import (
"crypto/sha256"
"encoding/hex"
"encoding/json"
"errors"
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// "reflect"
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// "fmt"
"math/rand"
"os"
"strconv"
"strings"
"time"
simple "github.com/bitly/go-simplejson"
"github.com/go-redis/redis"
"github.com/phyer/texus/utils"
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logrus "github.com/sirupsen/logrus"
)
type Candle struct {
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Id string `json:"_id"`
core *Core
InstID string `json:"instID"`
Period string `json:"period"`
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Data []interface{}
From string `json:"from"`
Timestamp time.Time `json:"timeStamp"`
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LastUpdate time.Time `json:"lastUpdate"`
Open float64 `json:"open"`
High float64 `json:"high"`
Low float64 `json:"low"`
Close float64 `json:"close"`
VolCcy float64 `json:"volCcy"`
Confirm bool `json:"confirm"`
}
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type Sample interface {
SetToKey(cr *Core) ([]interface{}, error)
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}
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type SampleList interface {
// 从左边插入一个元素,把超过长度的元素顶出去
RPush(sp Sample) (Sample, error)
// 得到一个切片end一般是0代表末尾元素start是负值-3代表倒数第三个
// start-10, end: -3 代表从倒数第10个到倒数第三个之间的元素组成的切片。
GetSectionOf(start int, end int) ([]*Sample, error)
}
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type CandleList struct {
Count int `json:"count,number"`
LastUpdateTime int64 `json:"lastUpdateTime"`
UpdateNickName string `json:"updateNickName"`
List []*Candle `json:"list"`
}
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type CandleSegment struct {
StartTime string `json:"startTime"`
Enabled bool `json:"enabled,bool"`
Seg string `json:"seg"`
}
type MatchCheck struct {
Minutes int64
Matched bool
}
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func (cd *Candle) Filter(cr *Core) bool {
myFocusList := cr.Cfg.Config.Get("focusList").MustArray()
founded := false
for _, v := range myFocusList {
if v.(string) == cd.InstID {
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founded = true
break
}
}
return founded
}
func (mc *MatchCheck) SetMatched(value bool) {
mc.Matched = value
}
func (core *Core) GetCandlesWithRest(instId string, kidx int, dura time.Duration, maxCandles int) error {
ary := []string{}
wsary := core.Cfg.CandleDimentions
for k, v := range wsary {
matched := false
// 这个算法的目的是越靠后的candles维度被命中的概率越低第一个百分之百命中后面开始越来越低, 每分钟都会发生这样的计算,
// 因为维度多了的话,照顾不过来
rand.New(rand.NewSource(time.Now().UnixNano()))
rand.Seed(time.Now().UnixNano())
n := (k*2 + 2) * 3
if n < 1 {
n = 1
}
b := rand.Intn(n)
if b < 8 {
matched = true
}
if matched {
ary = append(ary, v)
}
}
mdura := dura/(time.Duration(len(ary)+1)) - 50*time.Millisecond
// fmt.Println("loop4 Ticker Start instId, dura: ", instId, dura, dura/10, mdura, len(ary), " idx: ", kidx)
// time.Duration(len(ary)+1)
ticker := time.NewTicker(mdura)
done := make(chan bool)
idx := 0
go func(i int) {
for {
select {
case <-ticker.C:
if i >= (len(ary)) {
done <- true
break
}
rand.Seed(time.Now().UnixNano())
b := rand.Intn(2)
maxCandles = maxCandles * (i + b) * 2
if maxCandles < 3 {
maxCandles = 3
}
if maxCandles > 30 {
maxCandles = 30
}
mx := strconv.Itoa(maxCandles)
// fmt.Println("loop4 getCandlesWithRest, instId, period,limit,dura, t: ", instId, ary[i], mx, mdura)
go func(ii int) {
restQ := RestQueue{
InstId: instId,
Bar: ary[ii],
Limit: mx,
Duration: mdura,
WithWs: true,
}
js, _ := json.Marshal(restQ)
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core.RedisLocalCli.LPush("restQueue", js)
}(i)
i++
}
}
}(idx)
time.Sleep(dura - 10*time.Millisecond)
ticker.Stop()
// fmt.Println("loop4 Ticker stopped instId, dura: ", instId, dura, mdura)
done <- true
return nil
}
// 当前的时间毫秒数 对于某个时间段比如3分钟10分钟是否可以被整除
func IsModOf(curInt int64, duration time.Duration) bool {
vol := int64(0)
if duration < 24*time.Hour {
// 小于1天
vol = (curInt + 28800000)
} else if duration >= 24*time.Hour && duration < 48*time.Hour {
// 1天
vol = curInt - 1633881600000
} else if duration >= 48*time.Hour && duration < 72*time.Hour {
// 2天
vol = curInt - 1633795200000
} else if duration >= 72*time.Hour && duration < 120*time.Hour {
// 3天
vol = curInt - 1633708800000
} else if duration >= 120*time.Hour {
// 5天
vol = curInt - 1633795200000
} else {
// fmt.Println("noMatched:", curInt)
}
mody := vol % duration.Milliseconds()
if mody == 0 {
return true
}
return false
}
func (core *Core) SaveCandle(instId string, period string, rsp *CandleData, dura time.Duration, withWs bool) {
leng := len(rsp.Data)
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// fmt.Println("saveCandle leng: ", leng, " instId: ", instId, " period: ", period)
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logrus.Info("saveCandles leng: ", leng, " instId: ", instId, " period: ", period, " length of rsp.Data: ", len(rsp.Data))
// softCandleSegmentList
segments := core.Cfg.Config.Get("softCandleSegmentList").MustArray()
logrus.Warn("lensof segments:", len(segments))
curSegStartTime := ""
for k, v := range segments {
logrus.Warn("fetch segments:", k, v)
cs := CandleSegment{}
sv, _ := json.Marshal(v)
json.Unmarshal(sv, &cs)
if !cs.Enabled {
continue
}
logrus.Warn("fetch segments2: cs.Seg: ", cs.Seg, ", period:", period, ", cs.Seg == period: ", (cs.Seg == period))
if cs.Seg == period {
curSegStartTime = cs.StartTime
break
}
}
logrus.Warn("curSegStartTime:", curSegStartTime)
curTm, _ := time.ParseInLocation("2006-01-02 15:04.000", curSegStartTime, time.Local)
curTmi := curTm.UnixMilli()
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for k, v := range rsp.Data {
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tmi := ToInt64(v[0])
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last := ToFloat64(v[4])
// ty := reflect.TypeOf(v[4]).Name()
// v4It, err := strconv.ParseInt(v[4].(string), 10, 64)
// if err != nil {
// logrus.Info("saveCandles last is 0 is err: ", err, "v4It: ", v4It, "v[4]: ", v[4], "v[4] type: ", ty, "leng: ", leng, " instId: ", instId, " period: ", period, " length of rsp.Data: ", len(rsp.Data), " data:", rsp.Data)
// }
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if last == 0 {
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// logrus.Info("saveCandles last is 0: ", "v[4]: ", v[4], "v[4] type: ", ty, " v4It: ", v4It, "leng: ", leng, " instId: ", instId, " period: ", period, " length of rsp.Data: ", len(rsp.Data), " data:", rsp.Data)
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continue
}
minutes, _ := core.PeriodToMinutes(period)
logrus.Warn("tmi: ", tmi, " curTim:", curTmi, " minutes: ", minutes)
if (tmi-curTmi)%(minutes*60000) != 0 {
logrus.Warn("saveCandles error: 当前记录中的时间戳:", curSegStartTime, ",并非周期节点:", period, " 忽略")
continue
}
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ts, _ := Int64ToTime(tmi)
candle := Candle{
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InstID: instId,
Period: period,
Data: v,
From: "rest",
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Timestamp: ts,
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LastUpdate: time.Now(),
}
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//存到elasticSearch
candle.PushToWriteLogChan(core)
//保存rest得到的candle
// 发布到allCandles|publish, 给外部订阅者用于setToKey
arys := []string{ALLCANDLES_PUBLISH}
if withWs {
arys = append(arys, ALLCANDLES_INNER_PUBLISH)
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time.Sleep(time.Duration(k*40) * time.Millisecond)
}
// 如果candle都不需要存到redis那么AddToGeneralCandleChnl也没有意义
saveCandle := os.Getenv("TEXUS_SAVECANDLE")
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logrus.Info("saveCandles datas: k,v: ", k, v)
if saveCandle == "true" {
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go func(k int) {
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time.Sleep(time.Duration(k*100) * time.Millisecond)
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candle.SetToKey(core)
core.AddToGeneralCandleChnl(&candle, arys)
}(k)
}
}
}
func (candle *Candle) PushToWriteLogChan(cr *Core) error {
did := candle.InstID + candle.Period + candle.Data[0].(string)
candle.Id = HashString(did)
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cl, _ := candle.ToStruct(cr)
logrus.Debug("cl: ", cl)
cd, err := json.Marshal(cl)
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if err != nil {
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logrus.Error("PushToWriteLog json marshal candle err: ", err)
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}
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candle = cl
wg := WriteLog{
Content: cd,
Tag: "sardine.log.candle." + candle.Period,
Id: candle.Id,
}
cr.WriteLogChan <- &wg
return nil
}
func Daoxu(arr []interface{}) {
var temp interface{}
length := len(arr)
for i := 0; i < length/2; i++ {
temp = arr[i]
arr[i] = arr[length-1-i]
arr[length-1-i] = temp
}
}
func HashString(input string) string {
// 计算SHA-256哈希值
hash := sha256.Sum256([]byte(input))
// 转换为十六进制字符串
hashHex := hex.EncodeToString(hash[:])
// 返回前20位
return hashHex[:23]
}
func (cl *Candle) ToStruct(core *Core) (*Candle, error) {
// cl.Timestamp
// 将字符串转换为 int64 类型的时间戳
ts, err := strconv.ParseInt(cl.Data[0].(string), 10, 64)
if err != nil {
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logrus.Error("Error parsing timestamp:", err)
return nil, err
}
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cl.Timestamp = time.Unix(ts/1000, (ts%1000)*1000000) // 纳秒级别
op, err := strconv.ParseFloat(cl.Data[1].(string), 64)
if err != nil {
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logrus.Error("Error parsing string to float64:", err)
return nil, err
}
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cl.Open = op
hi, err := strconv.ParseFloat(cl.Data[2].(string), 64)
if err != nil {
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logrus.Error("Error parsing string to float64:", err)
return nil, err
}
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cl.High = hi
lo, err := strconv.ParseFloat(cl.Data[3].(string), 64)
if err != nil {
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logrus.Error("Error parsing string to float64:", err)
return nil, err
}
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cl.Low = lo
clse, err := strconv.ParseFloat(cl.Data[4].(string), 64)
if err != nil {
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logrus.Error("Error parsing string to float64:", err)
return nil, err
}
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cl.Close = clse
cl.VolCcy, err = strconv.ParseFloat(cl.Data[6].(string), 64)
if err != nil {
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logrus.Error("Error parsing string to float64:", err)
return nil, err
}
if cl.Data[6].(string) == "1" {
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cl.Confirm = true
} else {
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cl.Confirm = false
}
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return cl, nil
}
// 保证同一个 period, keyName 在一个周期里SaveToSortSet只会被执行一次
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func (core *Core) SaveUniKey(period string, keyName string, extt time.Duration, tsi int64) {
refName := keyName + "|refer"
// refRes, _ := core.RedisLocalCli.GetSet(refName, 1).Result()
core.RedisLocalCli.Expire(refName, extt)
// 为保证唯一性机制防止SaveToSortSet 被重复执行, ps: 不需要唯一此操作幂等在redis里
// founded, _ := core.findInSortSet(period, keyName, extt, tsi)
// if len(refRes) != 0 {
// logrus.Error("refName exist: ", refName)
// return
// }
core.SaveToSortSet(period, keyName, extt, tsi)
}
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func (core *Core) findInSortSet(period string, keyName string, extt time.Duration, tsi int64) (bool, error) {
founded := false
ary := strings.Split(keyName, "ts:")
setName := ary[0] + "sortedSet"
opt := redis.ZRangeBy{
Min: ToString(tsi),
Max: ToString(tsi),
}
rs, err := core.RedisLocalCli.ZRangeByScore(setName, opt).Result()
if len(rs) > 0 {
founded = true
}
if err != nil {
logrus.Error("err of ma7|ma30 add to redis:", err)
} else {
logrus.Info("sortedSet added to redis:", rs, keyName)
}
return founded, nil
}
// tsi: 上报时间timeStamp millinSecond
func (core *Core) SaveToSortSet(period string, keyName string, extt time.Duration, tsi int64) {
ary := strings.Split(keyName, "ts:")
setName := ary[0] + "sortedSet"
z := redis.Z{
Score: float64(tsi),
Member: keyName,
}
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rs, err := core.RedisLocalCli.ZAdd(setName, z).Result()
if err != nil {
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logrus.Warn("err of ma7|ma30 add to redis:", err)
} else {
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logrus.Warn("sortedSet added to redis:", rs, keyName)
}
}
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// 根据周期的文本内容,返回这代表多少个分钟
func (cr *Core) PeriodToMinutes(period string) (int64, error) {
ary := strings.Split(period, "")
beiStr := "1"
danwei := ""
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if len(ary) == 0 {
err := errors.New(utils.GetFuncName() + " period is block")
return 0, err
}
if len(ary) == 3 {
beiStr = ary[0] + ary[1]
danwei = ary[2]
} else {
beiStr = ary[0]
danwei = ary[1]
}
cheng := 1
bei, _ := strconv.Atoi(beiStr)
switch danwei {
case "m":
{
cheng = bei
break
}
case "H":
{
cheng = bei * 60
break
}
case "D":
{
cheng = bei * 60 * 24
break
}
case "W":
{
cheng = bei * 60 * 24 * 7
break
}
case "M":
{
cheng = bei * 60 * 24 * 30
break
}
case "Y":
{
cheng = bei * 60 * 24 * 365
break
}
default:
{
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logrus.Warning("notmatch:", danwei, period)
panic("notmatch:" + period)
}
}
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return int64(cheng), nil
}
// type ScanCmd struct {
// baseCmd
//
// page []string
// cursor uint64
//
// process func(cmd Cmder) error
// }
func (core *Core) GetRangeKeyList(pattern string, from time.Time) ([]*simple.Json, error) {
// 比如用来计算ma30或ma7倒推多少时间范围
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redisCli := core.RedisLocalCli
cursor := uint64(0)
n := 0
allTs := []int64{}
var keys []string
for {
var err error
keys, cursor, _ = redisCli.Scan(cursor, pattern+"*", 2000).Result()
if err != nil {
panic(err)
}
n += len(keys)
if n == 0 {
break
}
}
// keys, _ := redisCli.Keys(pattern + "*").Result()
for _, key := range keys {
keyAry := strings.Split(key, ":")
key = keyAry[1]
keyi64, _ := strconv.ParseInt(key, 10, 64)
allTs = append(allTs, keyi64)
}
nary := utils.RecursiveBubble(allTs, len(allTs))
tt := from.UnixMilli()
ff := tt - tt%60000
fi := int64(ff)
mary := []int64{}
for _, v := range nary {
if v < fi {
break
}
mary = append(mary, v)
}
res := []*simple.Json{}
for _, v := range mary {
// if k > 1 {
// break
// }
nv := pattern + strconv.FormatInt(v, 10)
str, err := redisCli.Get(nv).Result()
if err != nil {
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logrus.Error("err of redis get key:", nv, err)
}
cur, err := simple.NewJson([]byte(str))
if err != nil {
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logrus.Error("err of create newJson:", str, err)
}
res = append(res, cur)
}
return res, nil
}
func (cl *Candle) SetToKey(core *Core) ([]interface{}, error) {
data := cl.Data
tsi, err := strconv.ParseInt(data[0].(string), 10, 64)
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tss := strconv.FormatInt(tsi, 10)
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tm, _ := Int64ToTime(tsi)
keyName := "candle" + cl.Period + "|" + cl.InstID + "|ts:" + tss
//过期时间:根号(当前candle的周期/1分钟)*10000
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cl.LastUpdate = time.Now()
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cl.Timestamp = tm
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dt, err := json.Marshal(cl)
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if err != nil {
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logrus.Error("candle Save to String err:", err)
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}
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logrus.Info("candle Save to String: ", string(dt))
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exp, err := core.PeriodToMinutes(cl.Period)
if err != nil {
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logrus.Error("err of PeriodToMinutes:", err)
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}
// expf := float64(exp) * 60
length, _ := core.Cfg.Config.Get("sortedSet").Get("length").String()
ln := ToFloat64(length)
expf := float64(exp) * ln
extt := time.Duration(expf) * time.Minute
curVolstr, _ := data[5].(string)
curVol, err := strconv.ParseFloat(curVolstr, 64)
if err != nil {
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logrus.Error("err of convert ts:", err)
}
curVolCcystr, _ := data[6].(string)
curVolCcy, err := strconv.ParseFloat(curVolCcystr, 64)
curPrice := curVolCcy / curVol
if curPrice <= 0 {
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logrus.Error("price有问题", curPrice, "dt: ", string(dt), "from:", cl.From)
err = errors.New("price有问题")
return cl.Data, err
}
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redisCli := core.RedisLocalCli
// tm := time.UnixMilli(tsi).Format("2006-01-02 15:04")
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logrus.Info("setToKey:", keyName, "ts: ", "price: ", curPrice, "from:", cl.From)
redisCli.Set(keyName, dt, extt).Result()
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core.SaveUniKey(cl.Period, keyName, extt, tsi)
return cl.Data, err
}
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// 冒泡排序
func (cdl *CandleList) RecursiveBubbleS(length int, ctype string) error {
if length == 0 {
return nil
}
for idx, _ := range cdl.List {
if idx >= length-1 {
break
}
temp := Candle{}
pre := ToInt64(cdl.List[idx].Data[0])
nex := ToInt64(cdl.List[idx+1].Data[0])
daoxu := pre < nex
if ctype == "asc" {
daoxu = !daoxu
}
if daoxu { //改变成>,换成从小到大排序
temp = *cdl.List[idx]
cdl.List[idx] = cdl.List[idx+1]
cdl.List[idx+1] = &temp
}
}
length--
cdl.RecursiveBubbleS(length, ctype)
return nil
}
// TODO 返回的Sample是被弹出队列的元素如果没有就是nil
func (cdl *CandleList) RPush(sp *Candle) (Sample, error) {
last := Candle{}
tsi := ToInt64(sp.Data[0])
matched := false
// bj, _ := json.Marshal(*sp)
cdl.RecursiveBubbleS(len(cdl.List), "asc")
for k, v := range cdl.List {
if ToInt64(v.Data[0]) == tsi {
matched = true
cdl.List[k] = sp
bj, err := json.Marshal(sp)
if err != nil {
logrus.Warning("err of convert cdl item:", err)
}
logrus.Debug("candleList RPush replace: ", string(bj), "v.Data[0]: ", v.Data[0], "tsi:", tsi)
}
}
if matched {
return nil, nil
}
if len(cdl.List) >= cdl.Count {
last = *cdl.List[0]
cdl.List = cdl.List[1:]
cdl.List = append(cdl.List, sp)
bj, err := json.Marshal(sp)
logrus.Debug("candleList RPush popup: ", string(bj), "len(cdl.List): ", len(cdl.List), "cdl.Count:", cdl.Count)
return &last, err
} else {
cdl.List = append(cdl.List, sp)
bj, err := json.Marshal(sp)
logrus.Debug("candleList RPush insert: ", string(bj), "len(cdl.List): ", len(cdl.List), "cdl.Count:", cdl.Count)
return nil, err
}
}