tradingbot/src/strategy_team/strategy_006.rs

322 lines
17 KiB
Rust

use super::{
dec, decimal_add, decimal_sub, ema, exists_record, insert_pre_suggested_coins,
limit_order_sell, rsi, select_filled_buy_orders, stoch_rsi, supertrend, try_join_all, AllData,
Arc, Client, ClientBuilder, Decimal, EmaData, ExchangeInfo, FilteredData, Mutex,
RealtimePriceData, RoundingStrategy, RsiData, StochRsiData, SupertrendData, TradeFee, update_record3, adx, AdxData, server_epoch, MacdData, ema_macd,
duplicate_filter
};
// Triple SuperTrend strategy
// SuperTrend length: 20, multiplier: 1.5, BUY signal
// ADX(10, 10) < 25.0
pub async fn list_up_for_buy(
alldata: AllData,
) -> 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());
// 1st filtering: filtering valid trade pair
let mut filtered_data_1st: Vec<FilteredData> = Vec::new();
for symbol in &alldata.valid_symbol_vec {
let mut filtered_data = FilteredData::new();
filtered_data.symbol = symbol.clone();
filtered_data_1st.push(filtered_data);
}
// 2nd filtering: supertrend(ATR period 20, multiplier: 1.5, 30m close price), signal should be BUY
let mut filtered_data_2nd: Vec<FilteredData> = Vec::new();
let mut filtered_data_2nd_arc: Arc<Mutex<Vec<FilteredData>>> =
Arc::new(Mutex::new(filtered_data_2nd));
let mut task_vec = Vec::new();
for element in filtered_data_1st {
let mut rt_30m_vec: Vec<RealtimePriceData> = Vec::new();
let mut supertrend_vec: Vec<SupertrendData> = Vec::new();
let rt_price_30m_vec_c = alldata.rt_price_30m_vec.clone();
let filtered_data_2nd_arc_c = Arc::clone(&filtered_data_2nd_arc);
task_vec.push(tokio::spawn(async move {
let rt_30m_option = rt_price_30m_vec_c
.iter()
.position(|x| *x.0 == element.symbol);
let supertrend_option_30m =
supertrend(&element.symbol, &rt_price_30m_vec_c, 20, 1.5, true).await;
if rt_30m_option.is_some() && supertrend_option_30m.is_some() {
rt_30m_vec = rt_price_30m_vec_c[rt_30m_option.unwrap()].1.clone();
supertrend_vec = supertrend_option_30m.unwrap();
let server_epoch = server_epoch().await;
if rt_30m_vec.len() >= 3 && supertrend_vec.len() >= 3 && rt_30m_vec.last().unwrap().close_time > server_epoch {
let supertrend_search_result = supertrend_vec.binary_search_by_key(
&rt_30m_vec.last().unwrap().close_time,
|SupertrendData {
band_value,
signal,
area,
close_time,
}| *close_time,
);
if supertrend_search_result.is_ok() {
let current_price: Decimal = rust_decimal::prelude::FromPrimitive::from_f64(rt_30m_vec.last().unwrap().close_price).unwrap();
if supertrend_vec[supertrend_search_result.unwrap()].signal.as_ref().is_some_and(|x| x.contains("BUY"))
&& current_price
< rust_decimal::prelude::FromPrimitive::from_f64(
supertrend_vec[supertrend_search_result.unwrap()-1].band_value * 1.002,
)
.unwrap()
&& supertrend_vec[supertrend_search_result.unwrap()-1].band_value > supertrend_vec[supertrend_search_result.unwrap()].band_value
{
let mut filtered_data_2nd_lock = filtered_data_2nd_arc_c.lock().await;
let mut filtered_data = FilteredData::new();
filtered_data.symbol = element.symbol.clone();
filtered_data.closetime = supertrend_vec[supertrend_search_result.unwrap()].close_time;
filtered_data.current_price = current_price;
filtered_data.stoploss = rust_decimal::prelude::FromPrimitive::from_f64(supertrend_vec[supertrend_search_result.unwrap()].band_value).unwrap();
let target_price = decimal_add(
filtered_data.current_price,
decimal_sub(filtered_data.current_price, filtered_data.stoploss),
);
filtered_data.target_price = target_price;
filtered_data_2nd_lock.push(filtered_data);
}
}
}
}
}));
}
try_join_all(task_vec).await?;
// 3rd filtering: the 5 previous ADX(10, 10)s are over 25.0 and increased
let filtered_data_2nd = filtered_data_2nd_arc.lock().await.clone();
let mut filtered_data_3rd: Vec<FilteredData> = Vec::new();
let adx_vec = adx(10, 10, &alldata.rt_price_30m_vec, &filtered_data_2nd).await?;
for element in filtered_data_2nd {
let idx_result = adx_vec.iter().position(|elem| elem.0 == element.symbol);
if idx_result.is_some(){
let closetime_idx_result = adx_vec[idx_result.unwrap()].1.iter().position(|elem| elem.close_time == element.closetime);
if closetime_idx_result.is_some() {
if adx_vec[idx_result.unwrap()].1[closetime_idx_result.unwrap()-1].adx > 25.0 &&
adx_vec[idx_result.unwrap()].1[closetime_idx_result.unwrap()-2].adx > 25.0 &&
adx_vec[idx_result.unwrap()].1[closetime_idx_result.unwrap()-3].adx > 25.0 &&
adx_vec[idx_result.unwrap()].1[closetime_idx_result.unwrap()-4].adx > 25.0 &&
adx_vec[idx_result.unwrap()].1[closetime_idx_result.unwrap()-5].adx > 25.0 &&
adx_vec[idx_result.unwrap()].1[closetime_idx_result.unwrap()-1].adx > adx_vec[idx_result.unwrap()].1[closetime_idx_result.unwrap()-2].adx &&
adx_vec[idx_result.unwrap()].1[closetime_idx_result.unwrap()-2].adx > adx_vec[idx_result.unwrap()].1[closetime_idx_result.unwrap()-3].adx &&
adx_vec[idx_result.unwrap()].1[closetime_idx_result.unwrap()-3].adx > adx_vec[idx_result.unwrap()].1[closetime_idx_result.unwrap()-4].adx &&
adx_vec[idx_result.unwrap()].1[closetime_idx_result.unwrap()-4].adx > adx_vec[idx_result.unwrap()].1[closetime_idx_result.unwrap()-5].adx {
let mut filtered_data = FilteredData::new();
filtered_data.symbol = element.symbol.clone();
filtered_data.closetime = element.closetime;
filtered_data.current_price = element.current_price;
filtered_data.stoploss = element.stoploss;
filtered_data.target_price = element.target_price;
filtered_data_3rd.push(filtered_data);
}
}
}
}
// 4th filtering: the latest 5 30m candle close prices > EMA 200
let mut filtered_data_4th: Vec<FilteredData> = Vec::new();
let ema_vec = ema(200, &alldata.rt_price_30m_vec, &filtered_data_3rd).await?;
for element in filtered_data_3rd {
let ema_search_result = ema_vec.iter().position(|x| x.0 == element.symbol);
let candle_search_result = alldata.rt_price_30m_vec.iter().position(|x| x.0 == element.symbol);
if ema_search_result.is_some() && candle_search_result.is_some() {
let search_result = ema_vec[ema_search_result.unwrap()].1.binary_search_by_key(
&alldata.rt_price_30m_vec[candle_search_result.unwrap()].1.last().unwrap().close_time,
|EmaData {
ema_value,
close_time,
}| *close_time);
if search_result.is_ok_and(|x| ema_vec[ema_search_result.unwrap()].1[search_result.unwrap()].ema_value < alldata.rt_price_30m_vec[candle_search_result.unwrap()].1[alldata.rt_price_30m_vec[candle_search_result.unwrap()].1.len()-1].close_price) &&
search_result.is_ok_and(|x| ema_vec[ema_search_result.unwrap()].1[search_result.unwrap()-1].ema_value < alldata.rt_price_30m_vec[candle_search_result.unwrap()].1[alldata.rt_price_30m_vec[candle_search_result.unwrap()].1.len()-2].close_price) &&
search_result.is_ok_and(|x| ema_vec[ema_search_result.unwrap()].1[search_result.unwrap()-2].ema_value < alldata.rt_price_30m_vec[candle_search_result.unwrap()].1[alldata.rt_price_30m_vec[candle_search_result.unwrap()].1.len()-3].close_price) &&
search_result.is_ok_and(|x: usize| ema_vec[ema_search_result.unwrap()].1[search_result.unwrap()-3].ema_value < alldata.rt_price_30m_vec[candle_search_result.unwrap()].1[alldata.rt_price_30m_vec[candle_search_result.unwrap()].1.len()-4].close_price) &&
search_result.is_ok_and(|x| ema_vec[ema_search_result.unwrap()].1[search_result.unwrap()-4].ema_value < alldata.rt_price_30m_vec[candle_search_result.unwrap()].1[alldata.rt_price_30m_vec[candle_search_result.unwrap()].1.len()-5].close_price) {
let mut filtered_data = FilteredData::new();
filtered_data.symbol = element.symbol.clone();
filtered_data.closetime = element.closetime;
filtered_data.current_price = element.current_price;
filtered_data.stoploss = element.stoploss;
filtered_data.target_price = element.target_price;
filtered_data_4th.push(filtered_data);
}
}
}
// 5th filtering: 0.5% <= the average amplitude of the latest 10 30m candles <= 1.0%
let mut filtered_data_5th: Vec<FilteredData> = Vec::new();
for element in filtered_data_4th {
let position_idx = alldata.rt_price_30m_vec.iter().position(|elem| elem.0 == element.symbol);
if position_idx.is_some() {
let vec_len = alldata.rt_price_30m_vec[position_idx.unwrap()].1.len();
if vec_len >= 11 {
let candles = alldata.rt_price_30m_vec[position_idx.unwrap()].1.get(vec_len-12..vec_len-1).unwrap();
let windows = candles.windows(2);
let mut average_amplitude = 0.0;
for window in windows {
average_amplitude += (window.last().unwrap().high_price - window.last().unwrap().low_price) / window.first().unwrap().close_price;
}
average_amplitude /= 10.0;
if 0.005 <= average_amplitude && average_amplitude <= 0.01 {
let mut filtered_data = FilteredData::new();
filtered_data.symbol = element.symbol.clone();
filtered_data.closetime = element.closetime;
filtered_data.current_price = element.current_price;
filtered_data.stoploss = element.stoploss;
filtered_data.target_price = element.target_price;
filtered_data_5th.push(filtered_data);
}
}
}
}
let final_filtered_data = duplicate_filter(6, &filtered_data_5th).await?;
insert_pre_suggested_coins(6, false, &final_filtered_data, &alldata).await;
Ok(())
}
pub async fn list_up_for_sell(
all_data: &AllData,
exchange_info_vec: &Vec<ExchangeInfo>,
trade_fee_vec: &Vec<TradeFee>,
) -> Result<(), Box<dyn std::error::Error + Send + Sync>> {
let filled_buy_orders = select_filled_buy_orders(6).await?;
if !filled_buy_orders.is_empty() {
let client = ClientBuilder::new()
.timeout(tokio::time::Duration::from_millis(5000))
.build()
.unwrap();
let mut supertrend_vec: Vec<SupertrendData> = Vec::new();
let server_epoch = server_epoch().await;
for element in filled_buy_orders {
if element.used_usdt >= dec!(10.0) {
let lot_step_size_option = exchange_info_vec
.iter()
.position(|exchange_info| exchange_info.symbol == element.symbol);
let quote_commission_precision_option = exchange_info_vec
.iter()
.position(|exchange_info| exchange_info.symbol == element.symbol);
let opclo_30m_option = all_data
.rt_price_30m_vec
.iter()
.position(|x| *x.0 == element.symbol);
let supertrend_option_30m =
supertrend(&element.symbol, &all_data.rt_price_30m_vec, 20, 1.5, true).await;
if lot_step_size_option.is_some()
&& quote_commission_precision_option.is_some()
&& opclo_30m_option.is_some()
&& supertrend_option_30m.is_some()
{
// update stoploss
supertrend_vec = supertrend_option_30m.unwrap();
let band_value: Decimal = rust_decimal::prelude::FromPrimitive::from_f64(supertrend_vec.last().unwrap().band_value).unwrap();
if supertrend_vec.last().unwrap().area.contains("UP")
&& band_value > element.stoploss {
let update_table_name = String::from("buy_ordered_coin_list");
let update_value = vec![
(String::from("stoploss"), band_value.to_string()),
];
let update_condition = vec![(String::from("id"), element.id.to_string())];
update_record3(&update_table_name, &update_value, &update_condition)
.await
.unwrap();
}
let lot_step_size = exchange_info_vec[lot_step_size_option.unwrap()].stepsize;
let quote_commission_precision = exchange_info_vec
[quote_commission_precision_option.unwrap()]
.quote_commission_precision;
let base_qty_to_be_ordered =
element.base_qty_ordered.round_dp_with_strategy(
lot_step_size.normalize().scale(),
RoundingStrategy::ToZero,
);
if (element.is_long == 0 || element.is_long == 1)
&& !element.current_price.is_zero()
{
if element.current_price >= element.target_price
&& element.pure_profit_percent >= 0.1
{
limit_order_sell(
&element,
element.current_price,
base_qty_to_be_ordered,
&client,
&exchange_info_vec,
&trade_fee_vec,
)
.await;
} else if element.current_price <= element.stoploss {
limit_order_sell(
&element,
element.current_price,
base_qty_to_be_ordered,
&client,
&exchange_info_vec,
&trade_fee_vec,
)
.await;
} else if server_epoch - element.transact_time > (1_800_000) * 10 && element.pure_profit_percent.is_sign_positive() {
limit_order_sell(
&element,
element.current_price,
base_qty_to_be_ordered,
&client,
&exchange_info_vec,
&trade_fee_vec,
)
.await;
}
// TODO: sell_count가 1일 때 적용하기
// else if (supertrend_vec
// .last()
// .unwrap()
// .signal
// .as_ref()
// .is_some_and(|x| x.contains("SELL"))
// || supertrend_vec.last().unwrap().area.contains("DOWN"))
// && (supertrend_vec.last().unwrap().close_time > element.close_time)
// {
// println!(
// "SELL signal selling {} {:.2}",
// element.symbol, element.pure_profit_percent
// );
// limit_order_sell(
// &element,
// element.current_price,
// base_qty_to_be_ordered,
// &client,
// &exchange_info_vec,
// &trade_fee_vec,
// )
// .await;
// }
}
}
}
}
}
Ok(())
}