package indicatorv2 import ( "github.com/c9s/bbgo/pkg/types" ) const MaxNumOfRMA = 1000 const MaxNumOfRMATruncateSize = 500 type RMAStream struct { // embedded structs *types.Float64Series // config fields Adjust bool window int counter int sum, previous float64 } func RMA2(source types.Float64Source, window int, adjust bool) *RMAStream { s := &RMAStream{ Float64Series: types.NewFloat64Series(), window: window, Adjust: adjust, } s.Bind(source, s) return s } func (s *RMAStream) Calculate(x float64) float64 { lambda := 1 / float64(s.window) tmp := 0.0 if s.counter == 0 { s.sum = 1 tmp = x } else { if s.Adjust { s.sum = s.sum*(1-lambda) + 1 tmp = s.previous + (x-s.previous)/s.sum } else { tmp = s.previous*(1-lambda) + x*lambda } } s.counter++ if s.counter < s.window { // we can use x, but we need to use 0. to make the same behavior as the result from python pandas_ta s.Slice.Push(0) } s.Slice.Push(tmp) s.previous = tmp return tmp } func (s *RMAStream) Truncate() { if len(s.Slice) > MaxNumOfRMA { s.Slice = s.Slice[MaxNumOfRMATruncateSize-1:] } }