tradingbot/src/strategy_team/strategy_005.rs
2024-05-20 03:21:37 +09:00

330 lines
15 KiB
Rust

use super::{
adx, dec, decimal_add, decimal_div, decimal_mul, decimal_sub, duplicate_filter, ema, ema_macd,
exists_record, get_current_price_decimal, get_server_epoch, insert_pre_suggested_coins,
limit_order_sell, remove_keys, rsi, select_filled_buy_orders, stoch_rsi, supertrend,
try_join_all, update_record3, AdxData, AllData, Arc, BollingerBandData, Client, ClientBuilder,
Decimal, EmaData, ExchangeInfo, FilteredDataValue, HashMap, HashSet, MacdData, Mutex,
RealtimePriceData, RoundingStrategy, RsiData, StochRsiData, SuperTrendArea, SuperTrendSignal,
SupertrendData, ToPrimitive, TradeFee,
};
// BUY conditions
// (1) 1d MACD (3, 7, 30) cross
// (2) supertrend (30, 3): UP area
// stoploss: (update) supertrend(10, 1.5) lowerband
// target price: (fixed) stoploss inverse x 3 times profit
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: HashMap<String, FilteredDataValue> = HashMap::new();
for symbol in &alldata.valid_symbol_vec {
filtered_data.insert(symbol.clone(), FilteredDataValue::new());
}
// 2nd filtering: supertrend(ATR period 14, multiplier: 1.2, 1d close price)
let mut keys_to_remove: HashSet<String> = HashSet::new();
let server_epoch = get_server_epoch().await;
let supertrend_1d_map =
supertrend(14, 1.2, true, &alldata.rt_price_1d_vec, &filtered_data).await?;
for (symbol, values) in &mut filtered_data {
if let (Some(supertrend_vec), Some(rt_price_vec)) = (
supertrend_1d_map.get(symbol),
alldata.rt_price_1d_vec.get(symbol),
) {
if supertrend_vec.last().unwrap().close_time == rt_price_vec.last().unwrap().close_time
&& rt_price_vec.last().unwrap().close_time > server_epoch
{
if supertrend_vec.last().unwrap().area == SuperTrendArea::UP {
} else {
keys_to_remove.insert(symbol.clone());
}
} else {
keys_to_remove.insert(symbol.clone());
}
} else {
keys_to_remove.insert(symbol.clone());
}
}
remove_keys(&mut filtered_data, keys_to_remove).await;
// 2nd filtering: 1d MACD (3, 5, 30) cross
let mut keys_to_remove: HashSet<String> = HashSet::new();
let macd_1d_map = ema_macd(3, 5, 30, &alldata.rt_price_1d_vec, &filtered_data).await?;
for (symbol, values) in &mut filtered_data {
if let (Some(macd_vec), Some(rt_price_vec)) =
(macd_1d_map.get(symbol), alldata.rt_price_1d_vec.get(symbol))
{
if macd_vec.last().unwrap().close_time == rt_price_vec.last().unwrap().close_time
&& rt_price_vec.last().unwrap().close_time > server_epoch
{
if macd_vec[macd_vec.len() - 1].macd_value
> macd_vec[macd_vec.len() - 1].signal_value
&& macd_vec[macd_vec.len() - 2].macd_value
< macd_vec[macd_vec.len() - 2].signal_value
{
values.current_price = rust_decimal::prelude::FromPrimitive::from_f64(
rt_price_vec.last().unwrap().close_price,
)
.unwrap();
values.closetime = rt_price_vec.last().unwrap().close_time;
} else {
keys_to_remove.insert(symbol.clone());
}
} else {
keys_to_remove.insert(symbol.clone());
}
} else {
keys_to_remove.insert(symbol.clone());
}
}
remove_keys(&mut filtered_data, keys_to_remove).await;
// 2nd filtering: supertrend(ATR period 14, multiplier: 1.2, 1d close price)
let mut keys_to_remove: HashSet<String> = HashSet::new();
let server_epoch = get_server_epoch().await;
let supertrend_1d_map =
supertrend(14, 1.2, true, &alldata.rt_price_1d_vec, &filtered_data).await?;
for (symbol, values) in &mut filtered_data {
if let (Some(supertrend_vec), Some(rt_price_vec)) = (
supertrend_1d_map.get(symbol),
alldata.rt_price_1d_vec.get(symbol),
) {
if supertrend_vec.last().unwrap().close_time == rt_price_vec.last().unwrap().close_time
&& rt_price_vec.last().unwrap().close_time > server_epoch
{
// input stoploss, target_price
let band_value: Decimal = rust_decimal::prelude::FromPrimitive::from_f64(
supertrend_vec.last().unwrap().band_value,
)
.unwrap();
if supertrend_vec.last().unwrap().area == SuperTrendArea::DOWN
&& supertrend_vec.last().unwrap().band_value
> values.current_price.to_f64().unwrap()
{
values.stoploss = decimal_sub(
values.current_price,
decimal_sub(band_value, values.current_price),
);
values.target_price = decimal_add(
decimal_mul(
decimal_sub(values.current_price, values.stoploss),
dec!(2.0),
),
values.current_price,
);
} else if supertrend_vec.last().unwrap().area == SuperTrendArea::UP
&& supertrend_vec.last().unwrap().band_value
< values.current_price.to_f64().unwrap()
{
values.stoploss = band_value;
values.target_price = decimal_add(
decimal_mul(
decimal_sub(values.current_price, values.stoploss),
dec!(2.0),
),
values.current_price,
);
} else {
keys_to_remove.insert(symbol.clone());
}
} else {
keys_to_remove.insert(symbol.clone());
}
} else {
keys_to_remove.insert(symbol.clone());
}
}
remove_keys(&mut filtered_data, keys_to_remove).await;
// filtering: the 1 previous ADX(3, 5)s increase
let mut keys_to_remove: HashSet<String> = HashSet::new();
let adx_vec = adx(3, 5, &alldata.rt_price_1d_vec, &filtered_data).await?;
for (symbol, values) in &mut filtered_data {
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[last_idx].adx > adx_vec[last_idx - 1].adx {
} else {
keys_to_remove.insert(symbol.clone());
}
} else {
keys_to_remove.insert(symbol.clone());
}
} else {
keys_to_remove.insert(symbol.clone());
}
}
remove_keys(&mut filtered_data, keys_to_remove).await;
// limit buy price: 3 * abs(이전 3 개 중 최대값 제거 한 opclo 값 평균 - 현재 open 값) + 현재 open 값 > current_price
let mut keys_to_remove: HashSet<String> = HashSet::new();
let server_epoch = get_server_epoch().await;
for (symbol, values) in &mut filtered_data {
if let Some(rt_price_vec) = alldata.rt_price_1d_vec.get(symbol) {
if rt_price_vec.last().unwrap().close_time > server_epoch && rt_price_vec.len() >= 6 {
let mut opclo_vec: Vec<f64> = Vec::new();
opclo_vec.push(rt_price_vec[rt_price_vec.len() - 2].opclo_price);
opclo_vec.push(rt_price_vec[rt_price_vec.len() - 3].opclo_price);
opclo_vec.push(rt_price_vec[rt_price_vec.len() - 4].opclo_price);
opclo_vec.push(rt_price_vec[rt_price_vec.len() - 5].opclo_price);
opclo_vec.push(rt_price_vec[rt_price_vec.len() - 6].opclo_price);
let max_idx = opclo_vec.iter().position(|&x| {
x == *opclo_vec
.iter()
.max_by(|&a, &b| a.partial_cmp(b).unwrap())
.unwrap()
});
opclo_vec.remove(max_idx.unwrap());
let mut mean = 0.0;
for element in &opclo_vec {
mean += element;
}
mean /= opclo_vec.len() as f64;
let current_price = rt_price_vec.last().unwrap().close_price;
let difference = (mean - rt_price_vec.last().unwrap().open_price).abs();
if current_price < rt_price_vec.last().unwrap().open_price + (3.0 * difference) {
} else {
keys_to_remove.insert(symbol.clone());
}
} else {
keys_to_remove.insert(symbol.clone());
}
} else {
keys_to_remove.insert(symbol.clone());
}
}
remove_keys(&mut filtered_data, keys_to_remove).await;
let final_filtered_data = duplicate_filter(5, &filtered_data).await?;
insert_pre_suggested_coins(5, false, &final_filtered_data).await;
Ok(())
}
pub async fn list_up_for_sell(
all_data: &AllData,
exchange_info_map: &HashMap<String, ExchangeInfo>,
trade_fee_map: &HashMap<String, TradeFee>,
) -> Result<(), Box<dyn std::error::Error + Send + Sync>> {
let filled_buy_orders = select_filled_buy_orders(5).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 = get_server_epoch().await;
let mut filtered_symbols: HashMap<String, FilteredDataValue> = HashMap::new();
for element in &filled_buy_orders {
filtered_symbols.insert(element.symbol.clone(), FilteredDataValue::new());
}
let supertrend_1d =
supertrend(14, 1.2, true, &all_data.rt_price_1d_vec, &filtered_symbols).await?;
for element in filled_buy_orders {
if element.used_usdt >= dec!(10.0) {
if let (Some(exchange_info), Some(tradefee), Some(supertrend_vec)) = (
exchange_info_map.get(&element.symbol),
trade_fee_map.get(&element.symbol),
supertrend_1d.get(&element.symbol),
) {
// update stoploss
let band_value: Decimal = rust_decimal::prelude::FromPrimitive::from_f64(
supertrend_vec.last().unwrap().band_value,
)
.unwrap();
if supertrend_vec.last().unwrap().area == SuperTrendArea::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.stepsize;
let quote_commission_precision = exchange_info.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.stoploss {
limit_order_sell(
&element,
element.current_price,
base_qty_to_be_ordered,
&client,
&exchange_info_map,
&trade_fee_map,
)
.await;
} else if element.current_price >= element.target_price {
limit_order_sell(
&element,
element.current_price,
base_qty_to_be_ordered,
&client,
&exchange_info_map,
&trade_fee_map,
)
.await;
} else if server_epoch - element.transact_time > (86_400_000) * 7 {
// 7 days timeout selling
limit_order_sell(
&element,
element.current_price,
base_qty_to_be_ordered,
&client,
&exchange_info_map,
&trade_fee_map,
)
.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(())
}