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package factors
import (
"gitee.com/quant1x/engine/cache"
"gitee.com/quant1x/engine/datasource/base"
"gitee.com/quant1x/exchange"
"gitee.com/quant1x/gox/api"
"gitee.com/quant1x/num"
"gitee.com/quant1x/pandas"
)
// BasicKLine 基础日K线
func BasicKLine(securityCode string) pandas.DataFrame {
securityCode = exchange.CorrectSecurityCode(securityCode)
filename := cache.KLineFilename(securityCode)
df := pandas.ReadCSV(filename)
return df
}
// KLine 加载日K线宽表
func KLine(securityCode string) pandas.DataFrame {
securityCode = exchange.CorrectSecurityCode(securityCode)
filename := cache.WideFilename(securityCode)
df := pandas.ReadCSV(filename)
return df
}
// KLineToWeekly 日线转周线
//
// deprecated: 不推荐使用
func KLineToWeekly(kline pandas.DataFrame) pandas.DataFrame {
// 周线
var df pandas.DataFrame
//date,open,close,high,low,volume,amount,up,down
var wdate string
var o, c, h, l, v, a num.DType
var bv, sv, ba, sa num.DType
var prevClose num.DType
for i := 0; i < kline.Nrow(); i++ {
m := kline.IndexOf(i)
//date,open,close,high,low,volume,amount,up,down
// 周线日期以最后一天的日期为准
_date, ok := m["date"].(string)
if ok {
wdate = _date
}
// 周线开盘价以第一天OPEN为准
_open, ok := m["open"].(num.DType)
if ok && o == num.DType(0) {
o = _open
}
// 周线的收盘价以本周最后一个交易日的CLOSE为准
_close, ok := m["close"].(num.DType)
if ok {
c = _close
}
// 涨幅
zf := (c/prevClose - 1.00) * 100.00
_high, ok := m["high"].(num.DType)
if ok && h == num.DType(0) {
h = _high
}
if h < _high {
h = _high
}
_low, ok := m["low"].(num.DType)
if ok && l == num.DType(0) {
l = _low
}
if l > _low {
l = _low
}
_vol, ok := m["volume"]
if ok {
v += num.Any2DType(_vol)
}
_amount, ok := m["amount"].(num.DType)
if ok {
a += _amount
}
_bv, ok := m["bv"]
if ok {
bv += num.Any2DType(_bv)
}
_sv, ok := m["sv"]
if ok {
sv += num.Any2DType(_sv)
}
_ba, ok := m["ba"]
if ok {
ba += num.Any2DType(_ba)
}
_sa, ok := m["sa"]
if ok {
sa += num.Any2DType(_sa)
}
dt, _ := api.ParseTime(wdate)
w := int(dt.Weekday())
last := false
today := exchange.IndexToday()
if wdate == today {
last = true
}
// 如果是周五
if !last && w == 5 {
last = true
}
if !last {
nextDate := exchange.NextTradeDate(wdate)
ndt, _ := api.ParseTime(nextDate)
nw := int(ndt.Weekday())
if nw < w || api.DifferDays(ndt, dt) >= 7 {
last = true
}
}
if last {
df0 := pandas.NewDataFrame(
pandas.NewSeriesWithType(pandas.SERIES_TYPE_STRING, "date", wdate),
pandas.NewSeriesWithType(pandas.SERIES_TYPE_DTYPE, "open", o),
pandas.NewSeriesWithType(pandas.SERIES_TYPE_DTYPE, "close", c),
pandas.NewSeriesWithType(pandas.SERIES_TYPE_DTYPE, "high", h),
pandas.NewSeriesWithType(pandas.SERIES_TYPE_DTYPE, "low", l),
pandas.NewSeriesWithType(pandas.SERIES_TYPE_DTYPE, "volume", v),
pandas.NewSeriesWithType(pandas.SERIES_TYPE_DTYPE, "amount", a),
pandas.NewSeriesWithType(pandas.SERIES_TYPE_DTYPE, "bv", bv),
pandas.NewSeriesWithType(pandas.SERIES_TYPE_DTYPE, "sv", sv),
pandas.NewSeriesWithType(pandas.SERIES_TYPE_DTYPE, "ba", ba),
pandas.NewSeriesWithType(pandas.SERIES_TYPE_DTYPE, "sa", sa),
pandas.NewSeriesWithType(pandas.SERIES_TYPE_DTYPE, "zf", zf),
)
df = df.Concat(df0)
wdate = ""
prevClose = c
o = num.DType(0)
c = num.DType(0)
h = num.DType(0)
l = num.DType(0)
v = num.DType(0)
a = num.DType(0)
}
}
return df
}
// MovingAverage 移动平均线(MA)
type MovingAverage struct {
MA5 float64 // 5日均线
MA10 float64 // 10日均线
MA20 float64 // 20日均线
}
// 由日线计算日线以上级别的K线
func periodKLine(checkPeriod func(date ...string) (s, e string), securityCode string, cacheKLine ...[]base.KLine) (df pandas.DataFrame) {
baseKLines := []base.KLine{}
if len(cacheKLine) > 0 {
baseKLines = cacheKLine[0]
} else {
baseKLines = base.LoadBasicKline(securityCode)
}
if len(baseKLines) == 0 {
return
}
var klines []base.KLine
var kline base.KLine
length := len(baseKLines)
for i, v := range baseKLines {
// 确定时间, 周线的日期是本周内最后一个交易日
if len(kline.Date) == 0 {
// 重新计算周线, 先确认周线范围
ws, we := checkPeriod(v.Date)
_ = ws
//dates := trading.TradeRange(ws, we)
//days := len(dates)
//days = 7
//if days > 0 {
periodLastDate := exchange.FixTradeDate(we)
//if periodLastDate == "2023-07-30" {
// fmt.Println(1)
//}
offset := i
for {
destDate := baseKLines[offset].Date
if destDate < periodLastDate {
offset++
}
if offset >= length {
periodLastDate = destDate
break
} else if baseKLines[offset].Date == periodLastDate {
periodLastDate = baseKLines[offset].Date
break
} else if baseKLines[offset].Date > periodLastDate {
periodLastDate = destDate
break
}
}
kline.Date = periodLastDate
//} else {
// return
//}
}
// 周线开盘价以第一天OPEN为准
if kline.Open == num.DType(0) {
kline.Open = v.Open
}
// 周线的收盘价以本周最后一个交易日的CLOSE为准
kline.Close = v.Close
if kline.High == num.DType(0) {
kline.High = v.High
} else if kline.High < v.High {
kline.High = v.High
}
if kline.Low == num.DType(0) {
kline.Low = v.Low
} else if kline.Low > v.Low {
kline.Low = v.Low
}
kline.Volume += v.Volume
kline.Amount += v.Amount
// 切换下一周
if kline.Date == v.Date || i+1 >= len(baseKLines) {
kline.Date = v.Date
klines = append(klines, kline)
kline = base.KLine{}
}
}
df = pandas.LoadStructs(klines)
//fmt.Println(df)
return
}
// WeeklyKLine 周线
func WeeklyKLine(securityCode string, cacheKLine ...[]base.KLine) (df pandas.DataFrame) {
return periodKLine(api.GetWeekDay, securityCode, cacheKLine...)
}
// MonthlyKLine 月K线
func MonthlyKLine(securityCode string, cacheKLine ...[]base.KLine) (df pandas.DataFrame) {
return periodKLine(api.GetMonthDay, securityCode, cacheKLine...)
}
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