tradingbot/src/strategy_team/future_strategy_long.rs
2024-06-07 15:51:07 +09:00

468 lines
22 KiB
Rust

use crate::value_estimation_team::{datapoints::price_data::CandleType, indicators::wiliams_percent_r};
use super::{
adx, dec, decimal_add, decimal_div, decimal_mul, decimal_sub, dema, duplicate_filter, ema, ema_open,
ema_macd, exists_record, get_server_epoch, heatmap_volume,
insert_pre_suggested_coins, limit_order_sell, remove_keys, rsi, select_filled_buy_orders,
stoch_rsi, supertrend, tema, try_join_all, update_record3, wiliams_percent_r, AdxData, AllData,
Arc, BollingerBandData, Client, ClientBuilder, Decimal, DemaData, EmaData, ExchangeInfo,
FilteredDataValue, HashMap, HashSet, HeatMapLevel, HeatmapVolumeData, MacdData, Mutex,
RealtimePriceData, RoundingStrategy, RsiData, StochRsiData, SuperTrendArea, SuperTrendSignal,
SupertrendData, TemaData, ToPrimitive, TradeFee, WiliamsPercentR, future_duplicate_filter, insert_future_coins, get_current_price_decimal,
sma, sma_open, LrData, linear_regression
};
use crate::future::{Position, FuturesExchangeInfo};
use crate::future::table_mgmt::select_long_filled_positions;
use crate::future::order::{limit_order_close, TimeInForce};
// BUY conditions
pub async fn list_up_for_buy(
alldata: &AllData,
future_exchange_info_map: &HashMap<String, FuturesExchangeInfo>
) -> Result<(), Box<dyn std::error::Error + Send + Sync>> {
// print rt_price for debugging
// let a = alldata.rt_price_30m_vec.iter().position(|a| a.0 == "BTCUSDT");
// println!("BTCUSDT: {:?}", alldata.rt_price_30m_vec[a.unwrap()].1.last().unwrap());
// basic filtering: filtering valid trade pair
let mut filtered_data: HashMap<String, FilteredDataValue> = HashMap::new();
for symbol in &alldata.valid_symbol_vec {
filtered_data.insert(symbol.clone(), FilteredDataValue::new());
}
let server_epoch = get_server_epoch().await;
// current lr > prev lr, current r_squared <= 0.01
let mut keys_to_remove: HashSet<String> = HashSet::new();
let lr_map = linear_regression(10, 0, &alldata.rt_price_30m_vec, &filtered_data).await?;
let sma_map = sma(10, &alldata.rt_price_30m_vec, &filtered_data).await?;
for (symbol, values) in &mut filtered_data {
let mut do_buy = false;
if let (Some(lr_vec), Some(sma_vec), Some(current_info)) = (lr_map.get(symbol), sma_map.get(symbol), get_current_price_decimal(&symbol, &alldata.rt_price_30m_vec).await) {
if lr_vec.len() > 10
&& sma_vec.len() > 10
&& lr_vec.last().is_some_and(|x| x.close_time > server_epoch)
&& sma_vec.last().is_some_and(|x| x.close_time > server_epoch)
&& lr_vec[lr_vec.len()-1].lr_value > lr_vec[lr_vec.len()-2].lr_value
&& lr_vec[lr_vec.len()-2].lr_value > lr_vec[lr_vec.len()-3].lr_value
&& lr_vec.last().unwrap().r_squared <= 0.01
&& lr_vec[lr_vec.len()-1].lr_value >= sma_vec[sma_vec.len()-1].sma_value
&& lr_vec[lr_vec.len()-2].lr_value <= sma_vec[sma_vec.len()-1].sma_value
{
values.closetime = current_info.1;
do_buy = true;
}
}
if do_buy == false {
keys_to_remove.insert(symbol.clone());
}
}
remove_keys(&mut filtered_data, keys_to_remove).await;
// sma3_close(current) > sma3_open (current), sma3_close(prev) < sma3_open (prev)
// let mut keys_to_remove: HashSet<String> = HashSet::new();
// let ema10_open = ema_open(5, &alldata.rt_price_30m_vec, &filtered_data).await?;
// let ema10_close = ema(5, &alldata.rt_price_30m_vec, &filtered_data).await?;
// let ema200_close = ema(200, &alldata.rt_price_30m_vec, &filtered_data).await?;
// for (symbol, values) in &mut filtered_data {
// let mut do_buy = false;
// let price_and_closetime = get_current_price_decimal(&symbol, &alldata.rt_price_30m_vec).await;
// if let (Some(ema10_open_vec), Some(ema10_close_vec), Some(ema200_close_vec), Some(current_info))
// = (ema10_open.get(symbol), ema10_close.get(symbol), ema200_close.get(symbol), price_and_closetime) {
// if ema10_open_vec.len() > 20
// && ema10_close_vec.len() > 20
// && ema200_close_vec.len() > 20
// && ema10_open_vec.last().unwrap().close_time > server_epoch
// && ema10_open_vec.last().unwrap().close_time == ema10_close_vec.last().unwrap().close_time
// && ema10_open_vec.last().unwrap().close_time == ema200_close_vec.last().unwrap().close_time
// {
// if ema10_open_vec.last().unwrap().ema_value < ema10_close_vec.last().unwrap().ema_value
// && current_info.0.to_f64().is_some_and(|a| a > ema200_close_vec.last().unwrap().ema_value)
// {
// values.current_price = current_info.0;
// values.closetime = current_info.1;
// do_buy = true;
// }
// }
// }
// if do_buy == false {
// keys_to_remove.insert(symbol.clone());
// }
// }
// remove_keys(&mut filtered_data, keys_to_remove).await;
// current ADX(3, 3), current ADX > prev ADX
// let mut keys_to_remove: HashSet<String> = HashSet::new();
// let adx_vec = adx(3, 3, &alldata.rt_price_30m_vec, &filtered_data).await?;
// for (symbol, values) in &mut filtered_data {
// let mut do_buy = false;
// if let Some(adx_vec) = adx_vec.get(symbol) {
// if let Some(last_idx) = adx_vec.iter().position(|elem| elem.close_time == values.closetime) {
// if adx_vec.len() > 10
// && adx_vec[last_idx].adx > adx_vec[last_idx-1].adx
// {
// do_buy = true;
// }
// }
// }
// if do_buy == false {
// keys_to_remove.insert(symbol.clone());
// }
// }
// remove_keys(&mut filtered_data, keys_to_remove).await;
// supertrend(ATR period 30, multiplier: 2.0, 30m close price)
// let mut keys_to_remove: HashSet<String> = HashSet::new();
// let supertrend_30m_map =
// supertrend(100, 1.5, true, &alldata.rt_price_30m_vec, &filtered_data).await?;
// for (symbol, values) in &mut filtered_data {
// let mut do_buy = false;
// if let Some(supertrend_vec) = supertrend_30m_map.get(symbol)
// {
// if supertrend_vec.len() > 10
// && supertrend_vec.last().is_some_and(|a| a.close_time == values.closetime)
// && supertrend_vec.last().unwrap().area == SuperTrendArea::UP
// && supertrend_vec[supertrend_vec.len()-2].area == SuperTrendArea::UP {
// do_buy = true;
// }
// }
// if do_buy == false {
// keys_to_remove.insert(symbol.clone());
// }
// }
// remove_keys(&mut filtered_data, keys_to_remove).await;
// set target_price and stop_loss
// let mut keys_to_remove: HashSet<String> = HashSet::new();
// for (symbol, values) in &mut filtered_data {
// let mut do_buy = false;
// if let Some(realtime_price_vec) = alldata.rt_price_30m_vec.get(symbol)
// {
// let element_number = 5;
// if let Some(truncated_vec) = realtime_price_vec.get(realtime_price_vec.len()-element_number..) {
// let min_price = truncated_vec
// .iter()
// .min_by(|x, y| x.low_price.partial_cmp(&y.low_price).unwrap())
// .unwrap().low_price;
// if values.current_price.to_f64().is_some_and(|a| a < min_price) {
// let mut stoploss_percent = ((values.current_price.to_f64().unwrap() - min_price) * 100.0) / values.current_price.to_f64().unwrap();
// stoploss_percent = (stoploss_percent * 100.0).floor() / 100.0;
// values.stoploss = rust_decimal::prelude::FromPrimitive::from_f64(stoploss_percent).unwrap();
// let mut target_percent = stoploss_percent.abs() * 1.5;
// target_percent = (target_percent * 100.0).floor() / 100.0;
// values.target_price = rust_decimal::prelude::FromPrimitive::from_f64(target_percent).unwrap();
// do_buy = true;
// }
// }
// }
// if do_buy == false {
// keys_to_remove.insert(symbol.clone());
// }
// }
// remove_keys(&mut filtered_data, keys_to_remove).await;
// Wiliams -60 > %R(100)
let mut keys_to_remove: HashSet<String> = HashSet::new();
let mut wpr100_map = wiliams_percent_r(100, &alldata.rt_price_1m_vec, &filtered_data).await?;
let server_epoch = get_server_epoch().await;
for (symbol, values) in &mut filtered_data {
let mut do_buy = false;
if let Some(wpr100_vec) = wpr100_map.get(symbol) {
if wpr100_vec.len() > 15
&& wpr100_vec.last().unwrap().close_time > server_epoch
&& wpr100_vec.last().unwrap().r_value < -60.0 {
do_buy = true;
}
}
if do_buy == false {
keys_to_remove.insert(symbol.clone());
}
}
remove_keys(&mut filtered_data, keys_to_remove).await;
// current Tema(15) > current Tema(30)
// let mut keys_to_remove: HashSet<String> = HashSet::new();
// let tema_10 = tema(10, &alldata.rt_price_30m_vec, &filtered_data).await?;
// let tema_30 = tema(30, &alldata.rt_price_30m_vec, &filtered_data).await?;
// let server_epoch = get_server_epoch().await;
// for (symbol, values) in &mut filtered_data {
// let mut do_buy = false;
// let price_and_closetime = get_current_price_decimal(&symbol, &alldata.rt_price_1m_vec).await;
// if let (Some(tema10_vec), Some(tema30_vec), Some(current_info)) = (tema_10.get(symbol), tema_30.get(symbol), price_and_closetime) {
// if tema10_vec.len() > 10
// && tema30_vec.len() > 10
// && tema10_vec.last().unwrap().close_time == tema30_vec.last().unwrap().close_time
// && tema10_vec.last().unwrap().close_time > server_epoch
// && tema30_vec.last().unwrap().close_time > server_epoch
// {
// if tema10_vec[tema10_vec.len()-1].tema_value > tema30_vec[tema30_vec.len()-1].tema_value
// && tema10_vec[tema10_vec.len()-2].tema_value > tema30_vec[tema30_vec.len()-2].tema_value
// && tema10_vec[tema10_vec.len()-1].tema_value > tema10_vec[tema10_vec.len()-2].tema_value
// {
// do_buy = true;
// }
// }
// }
// if do_buy == false {
// keys_to_remove.insert(symbol.clone());
// }
// }
// remove_keys(&mut filtered_data, keys_to_remove).await;
// supertrend(ATR period 10, multiplier: 3.0, 30m close price)
// let mut keys_to_remove: HashSet<String> = HashSet::new();
// let server_epoch = get_server_epoch().await;
// let supertrend_1m_map =
// supertrend(60, 1.5, true, &alldata.rt_price_1m_vec, &filtered_data).await?;
// for (symbol, values) in &mut filtered_data {
// let mut do_buy = false;
// let price_and_closetime = get_current_price_decimal(&symbol, &alldata.rt_price_1m_vec).await;
// if let (Some(supertrend_vec), Some(current_info)) = (
// supertrend_1m_map.get(symbol),
// price_and_closetime,
// ) {
// if supertrend_vec.last().unwrap().close_time > server_epoch
// && supertrend_vec.last().unwrap().signal.as_ref().is_some_and(|a| *a == SuperTrendSignal::BUY)
// {
// values.current_price = current_info.0;
// values.closetime = current_info.1;
// do_buy = true;
// }
// }
// if do_buy == false {
// keys_to_remove.insert(symbol.clone());
// }
// }
// remove_keys(&mut filtered_data, keys_to_remove).await;
// Heatmap volume: filtering close price with Extra High is over the previous candle from 30 previous candles
// let mut keys_to_remove: HashSet<String> = HashSet::new();
// let heatmap_volumes = heatmap_volume(
// 30,
// 30,
// 4.0,
// 1.5,
// 0.5,
// -0.5,
// &filtered_data,
// &alldata.rt_price_1m_vec,
// )
// .await?;
// let server_epoch = get_server_epoch().await;
// for (symbol, values) in &mut filtered_data {
// let mut do_buy = false;
// if let Some(heatmap_volume_vec) = heatmap_volumes.get(symbol) {
// if heatmap_volume_vec.len() > 100
// && heatmap_volume_vec.last().unwrap().close_time > server_epoch
// && (heatmap_volume_vec.last().unwrap().heatmap_level == HeatMapLevel::ExtraHigh || heatmap_volume_vec.last().unwrap().heatmap_level == HeatMapLevel::High
// || heatmap_volume_vec[heatmap_volume_vec.len()-2].heatmap_level == HeatMapLevel::ExtraHigh || heatmap_volume_vec[heatmap_volume_vec.len()-2].heatmap_level == HeatMapLevel::High
// || heatmap_volume_vec[heatmap_volume_vec.len()-3].heatmap_level == HeatMapLevel::ExtraHigh || heatmap_volume_vec[heatmap_volume_vec.len()-3].heatmap_level == HeatMapLevel::High
// || heatmap_volume_vec[heatmap_volume_vec.len()-4].heatmap_level == HeatMapLevel::ExtraHigh || heatmap_volume_vec[heatmap_volume_vec.len()-4].heatmap_level == HeatMapLevel::High)
// {
// do_buy = true;
// }
// }
// if do_buy == false {
// keys_to_remove.insert(symbol.clone());
// }
// }
// remove_keys(&mut filtered_data, keys_to_remove).await;
// let mut keys_to_remove: HashSet<String> = HashSet::new();
// let server_epoch = get_server_epoch().await;
// for (symbol, values) in &mut filtered_data {
// let mut do_buy = false;
// let opclo_sample_length: usize = 60; // 15 candle samsples
// let mut target_profit_percent = 0.0;
// if let Some(price_1m_vec) = alldata.rt_price_1m_vec.get(symbol) {
// let vec_len = price_1m_vec.len();
// if let Some(candles) =
// price_1m_vec.get(vec_len - opclo_sample_length - 2..vec_len - 1)
// {
// let windows = candles.windows(2);
// let mut sum_amplitude_candles = 0.0;
// let mut sum_ratio_amp_body = 0.0;
// let mut average_amplitude = 0.0;
// for window in windows {
// sum_amplitude_candles += ((window.last().unwrap().high_price
// - window.last().unwrap().low_price)
// * 100.0)
// / window.first().unwrap().close_price;
// }
// let average_amplitude = sum_amplitude_candles / opclo_sample_length as f64; // percent unit
// let mut amplitude_variance = 0.0;
// let windows = candles.windows(2);
// for window in windows {
// amplitude_variance += ((((window.last().unwrap().high_price
// - window.last().unwrap().low_price)
// * 100.0)
// / window.first().unwrap().close_price)
// - average_amplitude)
// .powi(2);
// }
// amplitude_variance = amplitude_variance / (opclo_sample_length - 1) as f64;
// let standard_deviation_amplitude = amplitude_variance.sqrt();
// target_profit_percent =
// average_amplitude + (standard_deviation_amplitude * 2.0);
// if target_profit_percent * 2.0 > 0.14 {
// do_buy = true;
// }
// }
// }
// if do_buy == false {
// keys_to_remove.insert(symbol.clone());
// }
// }
// remove_keys(&mut filtered_data, keys_to_remove).await;
// StochRSI (RSI_len: 30, StochRSI_len: 30, K: 2, D: 2) K_current < 70, K_prev < 70, K_prev_1 < 70
// let server_epoch = get_server_epoch().await;
// let mut keys_to_remove: HashSet<String> = HashSet::new();
// let stoch_rsis = stoch_rsi(30, 30, 2, 2, &alldata.rt_price_1m_vec, &filtered_data).await?;
// for (symbol, values) in &mut filtered_data {
// let mut do_buy = false;
// let price_and_closetime = get_current_price_decimal(&symbol, &alldata.rt_price_1m_vec).await;
// if let (Some(stoch_rsi_vec), Some(current_info)) = (stoch_rsis.get(symbol), price_and_closetime) {
// if server_epoch < current_info.1 {
// let search_result = stoch_rsi_vec
// .iter()
// .position(|x| x.close_time == current_info.1);
// if stoch_rsi_vec.len() > 10
// && search_result.is_some_and(|a| {
// stoch_rsi_vec[a].k > 20.0
// && stoch_rsi_vec[a].k > stoch_rsi_vec[a].d
// && stoch_rsi_vec[a - 1].k < 20.0
// && stoch_rsi_vec[a - 2].k < 20.0
// && stoch_rsi_vec[a - 3].k < 20.0
// && stoch_rsi_vec[a - 4].k < 20.0
// })
// {
// values.closetime = current_info.1;
// values.current_price = current_info.0;
// do_buy = true;
// }
// }
// }
// if do_buy == false {
// keys_to_remove.insert(symbol.clone());
// }
// }
// remove_keys(&mut filtered_data, keys_to_remove).await;
let final_filtered_data = future_duplicate_filter(Position::Long, &filtered_data, &future_exchange_info_map).await?;
insert_future_coins(Position::Long, server_epoch, &final_filtered_data).await?;
Ok(())
}
pub async fn list_up_for_sell(all_data: &AllData, futures_exchange_info_map: &HashMap<String, FuturesExchangeInfo>,) -> Result<(), Box<dyn std::error::Error + Send + Sync>> {
let filled_positions = select_long_filled_positions().await?;
let client = ClientBuilder::new()
.timeout(tokio::time::Duration::from_millis(5000))
.build()
.unwrap();
let server_epoch = get_server_epoch().await;
// let mut supertrend_vec: Vec<SupertrendData> = Vec::new();
let mut filtered_symbols: HashMap<String, FilteredDataValue> = HashMap::new();
for element in &filled_positions {
filtered_symbols.insert(element.symbol.clone(), FilteredDataValue::new());
}
let lr_map = linear_regression(10, 0, &all_data.rt_price_30m_vec, &filtered_symbols).await?;
// let supertrend_30m_map =
// supertrend(100, 1.5, true, &all_data.rt_price_30m_vec, &filtered_symbols).await?;
// let adx_vec = adx(15, 15, &all_data.rt_price_1m_vec, &filtered_symbols).await?;
for element in filled_positions {
let mut is_sell = false;
if let Some(lr_vec) = lr_map.get(&element.symbol) {
if !element.current_price.is_zero() && lr_vec.len() > 10 && lr_vec.last().is_some_and(|x| x.close_time > server_epoch) {
// if element.pure_profit_percent >= element.target_percent {
// is_sell = true;
// } else if element.pure_profit_percent <= element.stoploss_percent {
// is_sell = true;
// } else
if element.pure_profit_percent.is_sign_positive() && lr_vec.last().unwrap().r_squared >= 0.75 {
is_sell = true;
} else if server_epoch - element.close_time > 900_000
&& lr_vec[lr_vec.len()-1].lr_value < lr_vec[lr_vec.len()-2].lr_value {
is_sell = true;
} else if server_epoch - element.close_time > 900_000
&& lr_vec[lr_vec.len()-1].r_squared < lr_vec[lr_vec.len()-2].r_squared
&& lr_vec[lr_vec.len()-2].r_squared > lr_vec[lr_vec.len()-3].r_squared
&& lr_vec[lr_vec.len()-3].r_squared > lr_vec[lr_vec.len()-4].r_squared {
is_sell = true;
} else if server_epoch - element.close_time > 600_000
&& element.pure_profit_percent <= -0.8 {
is_sell = true;
}
let minimum_candles = 5;
let maximum_candles = 20;
// for count_candles in minimum_candles..=maximum_candles {
// if count_candles < maximum_candles
// && server_epoch - element.transact_time
// > (1_800_000) * count_candles
// && ((element.pure_profit_percent > 0.0
// && element.target_percent
// * ((maximum_candles - count_candles) as f64
// / (maximum_candles - minimum_candles + 1) as f64)
// <= element.pure_profit_percent)
// ||
// (element.pure_profit_percent < 0.0
// && element.stoploss_percent
// * ((maximum_candles - count_candles) as f64
// / (maximum_candles - minimum_candles + 1) as f64)
// >= element.pure_profit_percent)
// )
// {
// is_sell = true;
// break;
// } else {
// break;
// }
// }
if server_epoch - element.close_time > 1_800_000 * maximum_candles {
is_sell = true;
}
//} else if server_epoch - element.close_time > 300_000
// && adx_vec.get(&element.symbol).is_some_and(|a| a.len() > 10 && a.last().is_some_and(|b| b.close_time > server_epoch && b.adx < 15.0)) {
// is_sell = true;
// }
if is_sell == true {
limit_order_close(
&element,
TimeInForce::Gtc,
element.current_price,
element.base_qty_ordered,
&futures_exchange_info_map,
&client
)
.await;
}
}
}
}
Ok(())
}