use crate::common::{min_process, validate_inputs, validate_options};
pub use crate::indicator_types::TIndicatorState;
use crate::indicators::dx::{
calc as current_dx, calc_dx, output_length as dx_output_length, State as DxState,
};
use crate::indicators::tr::output_length as tr_output_length;
use crate::indicators::wilders::calc as calc_wilders;
pub use crate::indicators::wilders::multiplier;
use crate::types::{DisplayType, IndicatorError, IndicatorInfoOrInteger, IndicatorType, Info};
use serde::{Deserialize, Serialize};
pub const INPUTS_WIDTH: usize = 3;
pub const OPTIONS_WIDTH: usize = 1;
#[cfg(feature = "simd_assets")]
pub use crate::indicators::simd_indicators::adx_simd::indicator_by_assets;
#[cfg(feature = "simd_options")]
pub use crate::indicators::simd_indicators::adx_simd::indicator_by_options;
#[cfg(feature = "simd_assets")]
pub mod by_assets {
pub use crate::indicators::simd_indicators::adx_simd::indicator_by_assets as indicator;
}
#[cfg(feature = "simd_options")]
pub mod by_options {
pub use crate::indicators::simd_indicators::adx_simd::indicator_by_options as indicator;
}
pub fn info() -> Info<'static> {
Info {
name: "adx",
full_name: "Average Directional Index",
indicator_type: IndicatorType::Trend,
display_type: DisplayType::Indicator,
inputs: &["high", "low", "close"],
options: &["period"],
outputs: &["adx"],
optional_outputs: &["dx", "atr", "tr"],
}
}
#[derive(Serialize, Deserialize)]
pub struct State {
pub dx_state: DxState,
pub adx: f64,
multiplier: f64,
}
#[derive(Serialize, Deserialize)]
pub struct IndicatorState {
state: State,
inv_multiplier: f64,
}
impl IndicatorState {
pub fn new(state: State, inv_multiplier: f64) -> Self {
Self {
state,
inv_multiplier,
}
}
}
impl TIndicatorState<3> 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 adx_line, mut dx_line, mut atr_line, mut tr_line);
{
let capacity = inputs[0].len();
adx_line = crate::uninit_vec!(f64, capacity);
(dx_line, atr_line, tr_line) = crate::init_optional_outputs_eff!(
optional_outputs, &[false, false, false],
dx_line: capacity,
atr_line: capacity,
tr_line: capacity
);
}
cycle_adx(
(inputs[0], inputs[1], inputs[2]),
self.inv_multiplier,
&mut self.state,
(&mut adx_line, &mut dx_line, &mut atr_line, &mut tr_line),
);
Ok(vec![adx_line, dx_line, atr_line, tr_line])
}
}
impl State {
pub fn new(
adx: f64,
dm_state: (f64, f64, f64, f64),
atr_state: (f64, f64),
multiplier: f64,
) -> Self {
Self {
adx,
dx_state: DxState::new(dm_state, atr_state, multiplier),
multiplier,
}
}
pub fn init_state(
high: &[f64],
low: &[f64],
close: &[f64],
period: usize,
out_vecs: (&mut [f64], &mut [f64], &mut [f64]),
) -> State {
let (dx_line, atr_line, tr_line) = out_vecs;
let (multiplier, inv_multiplier) = multiplier(period);
let mut dx_state = DxState::init_state(high, low, close, period, tr_line);
let mut adx = calc_dx(&mut dx_state);
for (i, ((&h, &l), &c)) in high
.iter()
.zip(low.iter())
.zip(close.iter())
.enumerate()
.take(period * 2 - 1)
.skip(period)
{
let (dx, atr, tr) = current_dx(&mut dx_state, h, l, c);
adx += dx;
crate::init_store_optional_outputs!(i, high.len(),
dx_line => dx,
atr_line => atr * inv_multiplier,
tr_line => tr
);
}
adx /= period as f64;
State {
dx_state,
adx,
multiplier,
}
}
}
pub fn min_data_accuracy(options: &[f64], decimals: usize) -> usize {
min_process(
options,
Some((decimals, 0)),
&[multiplier(options[0] as usize).1],
IndicatorInfoOrInteger::Integer(1),
min_data,
)
}
pub fn min_data(options: &[f64]) -> usize {
options[0] as usize * 2 }
pub fn output_length(data_len: usize, options: &[f64]) -> usize {
data_len - min_data(options) + 1
}
pub fn indicator(
inputs: &[&[f64]; INPUTS_WIDTH],
options: &[f64; OPTIONS_WIDTH],
optional_outputs: Option<&[bool]>,
) -> Result<(Vec<Vec<f64>>, IndicatorState), IndicatorError> {
validate_options(options)?;
let period = options[0] as usize;
validate_inputs(inputs, min_data(options))?;
let high = inputs[0];
let low = inputs[1];
let close = inputs[2];
let (mut adx_line, mut dx_line, mut atr_line, mut tr_line);
{
let dx_capacity = dx_output_length(inputs[0].len(), options);
let adx_capacity = output_length(inputs[0].len(), options);
let tr_capacity = tr_output_length(inputs[0].len(), &[]);
adx_line = crate::uninit_vec!(f64, adx_capacity);
(dx_line, atr_line, tr_line) = crate::init_optional_outputs_eff!(
optional_outputs, &[false, false, false],
dx_line: dx_capacity,
atr_line: dx_capacity,
tr_line: tr_capacity
);
}
let inv_multiplier = multiplier(period).1;
let mut state = State::init_state(
high,
low,
close,
period,
(&mut dx_line, &mut atr_line, &mut tr_line),
);
let outputs = {
let offsets = crate::slice_outputs_start!(adx_line.len(), dx_line, atr_line, tr_line);
(
adx_line.as_mut_slice(),
&mut dx_line[offsets.0..],
&mut atr_line[offsets.1..],
&mut tr_line[offsets.2..],
)
};
let inputs = {
let from = period * 2 - 1;
(&high[from..], &low[from..], &close[from..])
};
cycle_adx(inputs, inv_multiplier, &mut state, outputs);
Ok((
vec![adx_line, dx_line, atr_line, tr_line],
IndicatorState {
state: state,
inv_multiplier,
},
))
}
fn cycle_adx(
inputs: (&[f64], &[f64], &[f64]),
inv_multiplier: f64,
state: &mut State,
out_vecs: (&mut [f64], &mut [f64], &mut [f64], &mut [f64]),
) {
let (high, low, close) = inputs;
let (adx_line, dx_line, atr_line, tr_line) = out_vecs;
let (has_optional, want_dx, want_atr, want_tr) =
crate::calc_want_flags!(dx_line, atr_line, tr_line);
for i in 0..high.len() {
let (h, l, c) = unsafe {
(
*high.get_unchecked(i),
*low.get_unchecked(i),
*close.get_unchecked(i),
)
};
let (adx, dx, atr, tr) = calc(state, h, l, c);
unsafe {
*adx_line.get_unchecked_mut(i) = adx;
}
if has_optional {
crate::store_optional_outputs!(i,
want_dx, dx_line => dx,
want_tr, tr_line => tr
);
crate::store_optional_outputs_corrected!(i,
want_atr, atr_line => corrected(atr, inv_multiplier)
);
}
}
}
#[inline(always)]
pub fn calc(state: &mut State, high: f64, low: f64, close: f64) -> (f64, f64, f64, f64) {
let (dx, atr, tr) = current_dx(&mut state.dx_state, high, low, close);
state.adx = calc_wilders(state.adx, dx, state.multiplier);
(state.adx, dx, atr, tr)
}