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Diffstat (limited to 'lib/rsi.c')
| -rw-r--r-- | lib/rsi.c | 91 |
1 files changed, 91 insertions, 0 deletions
diff --git a/lib/rsi.c b/lib/rsi.c new file mode 100644 index 0000000..bf21c5e --- /dev/null +++ b/lib/rsi.c @@ -0,0 +1,91 @@ +// Rsi +// +// rsi +// +// Relative Strength Index +// +// RSI = 100 - (100 / (1 + RS)), where RS = avg_gain / avg_loss +// Uses Wilder's smoothing for avg_gain and avg_loss. +// +// +// Inputs: 1 +// Outputs: 1 +// Constants: 1 + + +#include <math.h> +#include "ts.h" + +typedef struct { + uint_t k; +} ts_rsi_params_t; + +ts_parameter_t const ts_rsi_p = { .n_inputs = 1, .n_outputs = 1, .n_constants = 1, .params_size = sizeof(ts_rsi_params_t) }; + +uint_t ts_rsi_offset( ts_constant_t const *c ) +{ + ( void )c; + return ( c ? ((ts_rsi_params_t *)c)->k : 0 ); +} + +int ts_rsi( + fp_t * const *y, uint_t y_n, + fp_t const * const *x, uint_t x_n, + uint_t n, ts_constant_t const *c +) +{ + TS_PROLOGUE( ts_rsi_p ); + if ( !c ) return -1; + TS_CHECK_INPUT(x, x_n, n); + uint_t k = ((ts_rsi_params_t *)c)->k; + if (k == 0 || n <= k) return -1; + + for (uint_t i = 0; i < k; ++i) y[0][i] = NAN; + + fp_t avg_gain = 0; + fp_t avg_loss = 0; + + for( uint_t i = 1; i <= k; ++i ) + { + fp_t change = x[0][i] - x[0][i - 1]; + if( change > 0 ) + avg_gain += change; + else if( change < 0 ) + avg_loss += (-change); + } + + avg_gain /= k; + avg_loss /= k; + + { + if( avg_loss < TS_FILL_ZERO_THRESHOLD ) + y[0][k] = 100; + else + { + fp_t rs = avg_gain / avg_loss; + y[0][k] = 100 - ( 100 / ( 1 + rs ) ); + } + } + + for( uint_t i = k + 1; i < n; ++i ) + { + fp_t change = x[0][i] - x[0][i - 1]; + fp_t gain = change > 0 ? change : 0; + fp_t loss = change < 0 ? (-change) : 0; + + avg_gain = ( avg_gain * ( k - 1 ) + gain ) / k; + avg_loss = ( avg_loss * ( k - 1 ) + loss ) / k; + + if( avg_loss < TS_FILL_ZERO_THRESHOLD ) + y[0][i] = 100; + else + { + fp_t rs = avg_gain / avg_loss; + y[0][i] = 100 - ( 100 / ( 1 + rs ) ); + } + } + + return 0; +} + + |