use crate::common::{validate_inputs};
pub use crate::indicator_types::TIndicatorState;
use crate::indicators::ema::{
calc as calc_ema, multiplier as ema_multiplier, output_length as ema_output_length,
};
use crate::types::{
DisplayGroup, DisplayType, IndicatorError, IndicatorType, Info,
};
use serde::{Deserialize, Serialize};
pub const INPUTS_WIDTH: usize = 1;
pub const OPTIONS_WIDTH: usize = 3;
#[cfg(feature = "simd_assets")]
pub use crate::indicators::simd_indicators::macd_simd::indicator_by_assets;
#[cfg(feature = "simd_options")]
pub use crate::indicators::simd_indicators::macd_simd::indicator_by_options;
#[cfg(feature = "simd_assets")]
pub mod by_assets {
pub use crate::indicators::simd_indicators::macd_simd::indicator_by_assets as indicator;
}
#[cfg(feature = "simd_options")]
pub mod by_options {
pub use crate::indicators::simd_indicators::macd_simd::indicator_by_options as indicator;
}
pub const INFO: Info = Info {
name: "macd",
full_name: "Moving Average Convergence Divergence",
indicator_type: IndicatorType::Trend,
inputs: &["real"],
options: &["short_period", "long_period", "signal_period"],
outputs: &["macd_line", "signal_line", "histogram"],
optional_outputs: &["short_ema", "long_ema"],
display_groups: &[
DisplayGroup {
offset: None,
id: "macd",
label: "MACD",
display_type: DisplayType::Indicator,
outputs: &["macd_line", "signal_line", "histogram"],
},
DisplayGroup {
offset: None,
id: "short_ema_long_ema",
label: "EMAs",
display_type: DisplayType::Overlay,
outputs: &["short_ema", "long_ema"],
},
],
};
#[derive(Default, Serialize, Deserialize)]
pub struct IndicatorState {
multipliers: ((f64, f64), (f64, f64), (f64, f64)),
state: State,
}
impl IndicatorState {
pub fn new(multipliers: ((f64, f64), (f64, f64), (f64, f64)), state: State) -> Self {
Self { multipliers, state }
}
}
impl TIndicatorState<1> for IndicatorState {
#[inline(always)]
fn batch_indicator(
&mut self,
inputs: &[&[f64]; INPUTS_WIDTH],
optional_outputs: Option<&[bool]>,
) -> Result<Vec<Vec<f64>>, IndicatorError> {
validate_inputs(inputs, 1)?;
let (mut macd_line, mut signal_line, mut histogram, mut short_ema_line, mut long_ema_line);
{
let capacity = inputs[0].len();
macd_line = crate::uninit_vec!(f64, capacity);
signal_line = crate::uninit_vec!(f64, capacity);
histogram = crate::uninit_vec!(f64, capacity);
(short_ema_line, long_ema_line) = crate::init_optional_outputs_eff!(
optional_outputs, &[false, false],
short_ema_line: capacity,
long_ema_line: capacity
);
}
cycle_macd(
inputs[0],
self.multipliers,
&mut self.state,
(&mut macd_line, &mut signal_line, &mut histogram),
(&mut short_ema_line, &mut long_ema_line),
);
Ok(vec![
macd_line,
signal_line,
histogram,
short_ema_line,
long_ema_line,
])
}
}
#[derive(Default, Serialize, Deserialize)]
pub struct State {
pub short_ema: f64,
pub long_ema: f64,
pub signal: f64,
}
impl State {
pub fn new(short_ema: f64, long_ema: f64, signal: f64) -> Self {
Self {
short_ema,
long_ema,
signal,
}
}
pub fn init_state(
real: &[f64],
periods: (usize, usize, usize),
multipliers: ((f64, f64), (f64, f64), (f64, f64)),
macd_line: &mut [f64],
out_vecs: (&mut [f64], &mut [f64]),
) -> Self {
let (_, long_period, signal_period) = periods;
let mut state = Self::new(real[0], real[0], 0.0);
let (short_ema_line, long_ema_line) = out_vecs;
let (has_optional, _, _) = crate::calc_want_flags!(short_ema_line, long_ema_line);
let mut count = 0;
for i in 1..long_period + signal_period - 2 {
let (macd, _, _) = calc(&mut state, &real[i], multipliers);
if i == long_period - 1 {
state.signal = macd;
}
if i >= long_period - 1 {
macd_line[count] = macd;
count += 1;
}
if has_optional {
crate::init_store_optional_outputs!(i, real.len(),
short_ema_line => state.short_ema,
long_ema_line => state.long_ema
);
}
}
state
}
}
pub fn output_length(data_len: usize, options: &[f64]) -> (usize, usize, usize) {
let long_period = options[1] as usize;
let signal_period = options[2] as usize;
let macd_capacity = data_len - long_period + 1;
let signal_capacity = macd_capacity - signal_period + 1;
let histogram_capacity = signal_capacity;
(macd_capacity, signal_capacity, histogram_capacity)
}
pub fn min_data(options: &[f64]) -> usize {
(options[1] + options[2]) as usize - 1
}
pub(crate) fn validate_options(options: &[f64; OPTIONS_WIDTH]) -> Result<(), IndicatorError> {
if options[0] < 1.0 || options[1] <= options[0] || options[2] < 1.0 {
return Err(IndicatorError::InvalidOptions);
}
Ok(())
}
pub fn indicator(
inputs: &[&[f64]; INPUTS_WIDTH],
options: &[f64; OPTIONS_WIDTH],
optional_outputs: Option<&[bool]>,
) -> Result<(Vec<Vec<f64>>, IndicatorState), IndicatorError> {
validate_options(options)?;
validate_inputs(inputs, min_data(options))?;
let (
mut macd_line,
mut signal_line,
mut histogram,
mut short_ema_line,
mut long_ema_line,
multipliers,
mut state,
real,
);
{
let short_period = options[0] as usize;
let long_period = options[1] as usize;
let signal_period = options[2] as usize;
multipliers = multiplier(short_period, long_period, signal_period);
let len = inputs[0].len();
let (macd_capacity, signal_capacity, histogram_capacity) = output_length(len, options);
let short_ema_capacity = ema_output_length(len, &[short_period as f64]);
let long_ema_capacity = ema_output_length(len, &[long_period as f64]);
macd_line = crate::uninit_vec!(f64, macd_capacity);
signal_line = crate::uninit_vec!(f64, signal_capacity);
histogram = crate::uninit_vec!(f64, histogram_capacity);
(short_ema_line, long_ema_line) = crate::init_optional_outputs!(
optional_outputs, &[false, false],
short_ema_line: short_ema_capacity,
long_ema_line: long_ema_capacity
);
state = State::init_state(
inputs[0],
(short_period, long_period, signal_period),
multipliers,
&mut macd_line,
(&mut short_ema_line, &mut long_ema_line),
);
let start = long_period + signal_period - 2;
real = &inputs[0][start..]
}
let (macd_offset, short_offset, long_offset) =
crate::slice_outputs_start!(signal_line.len(), macd_line, short_ema_line, long_ema_line);
cycle_macd(
real,
multipliers,
&mut state,
(
&mut macd_line[macd_offset..],
&mut signal_line,
&mut histogram,
),
(
&mut short_ema_line[short_offset..],
&mut long_ema_line[long_offset..],
),
);
Ok((
vec![
macd_line,
signal_line,
histogram,
short_ema_line,
long_ema_line,
],
IndicatorState::new(multipliers, state),
))
}
fn cycle_macd(
real: &[f64],
multipliers: ((f64, f64), (f64, f64), (f64, f64)),
state: &mut State,
outputs: (&mut [f64], &mut [f64], &mut [f64]),
out_vecs: (&mut [f64], &mut [f64]),
) {
let (macd_line, signal_line, histogram_line) = outputs;
let (short_ema_line, long_ema_line) = out_vecs;
let (has_optional, want_short, want_long) =
crate::calc_want_flags!(short_ema_line, long_ema_line);
for i in 0..real.len() {
unsafe {
(
*macd_line.get_unchecked_mut(i),
*signal_line.get_unchecked_mut(i),
*histogram_line.get_unchecked_mut(i),
) = calc(state, real.get_unchecked(i), multipliers);
}
if has_optional {
crate::store_optional_outputs!(i,
want_short, short_ema_line => state.short_ema,
want_long, long_ema_line => state.long_ema
);
}
}
}
#[inline(always)]
pub fn calc(
state: &mut State,
value: &f64,
multipliers: ((f64, f64), (f64, f64), (f64, f64)),
) -> (f64, f64, f64) {
let (short_multiplier, long_multiplier, signal_multiplier) = multipliers;
state.short_ema = calc_ema(value, state.short_ema, short_multiplier);
state.long_ema = calc_ema(value, state.long_ema, long_multiplier);
let macd_value = state.short_ema - state.long_ema;
state.signal = calc_ema(&macd_value, state.signal, signal_multiplier);
(macd_value, state.signal, macd_value - state.signal)
}
pub fn multiplier(
short_period: usize,
long_period: usize,
signal_period: usize,
) -> ((f64, f64), (f64, f64), (f64, f64)) {
(
ema_multiplier(short_period),
ema_multiplier(long_period),
ema_multiplier(signal_period),
)
}