tradingbot/src/strategy_team/strategy_008.rs
2024-04-20 23:47:08 +09:00

471 lines
22 KiB
Rust

use super::{
adx, dec, decimal_add, decimal_div, decimal_mul, decimal_sub, dema, duplicate_filter, ema,
ema_macd, exists_record, get_current_price, 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, 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,
};
// BUY conditions
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());
// 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());
}
// current Tema(3) > current Tema(10)
let mut keys_to_remove: HashSet<String> = HashSet::new();
let tema_3 = tema(3, &alldata.rt_price_1d_vec, &filtered_data).await?;
let tema_10 = tema(10, &alldata.rt_price_1d_vec, &filtered_data).await?;
let server_epoch = get_server_epoch().await;
for (symbol, values) in &mut filtered_data {
if let (Some(tema5_vec), Some(tema10_vec)) = (tema_3.get(symbol), tema_10.get(symbol)) {
if tema5_vec.len() > 2
&& tema10_vec.len() > 2
&& tema5_vec.last().unwrap().close_time == tema10_vec.last().unwrap().close_time
&& tema5_vec.last().unwrap().close_time > server_epoch
&& tema10_vec.last().unwrap().close_time > server_epoch
{
if tema5_vec.last().unwrap().tema_value > tema10_vec.last().unwrap().tema_value {
} 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;
// current Tema(30) < current Tema(5)
// previous Tema(30) > previous Tema(5)
let mut keys_to_remove: HashSet<String> = HashSet::new();
let tema_30 = tema(30, &alldata.rt_price_30m_vec, &filtered_data).await?;
let tema_5 = tema(5, &alldata.rt_price_30m_vec, &filtered_data).await?;
let tema_200 = tema(200, &alldata.rt_price_30m_vec, &filtered_data).await?;
let server_epoch = get_server_epoch().await;
for (symbol, values) in &mut filtered_data {
if let (Some(tema30_vec), Some(tema5_vec), Some(tema_200_vec), Some(rt_price_vec)) = (
tema_30.get(symbol),
tema_5.get(symbol),
tema_200.get(symbol),
alldata.rt_price_30m_vec.get(symbol),
) {
if (tema30_vec.len() > 10
&& tema5_vec.len() > 10
&& tema_200_vec.len() > 10
&& rt_price_vec.len() > 10)
&& tema30_vec.last().unwrap().close_time == tema5_vec.last().unwrap().close_time
&& tema_200_vec.last().unwrap().close_time == tema5_vec.last().unwrap().close_time
&& tema5_vec.last().unwrap().close_time > server_epoch
{
if tema30_vec.last().unwrap().tema_value < tema5_vec.last().unwrap().tema_value
&& tema30_vec[tema30_vec.len() - 2].tema_value
> tema5_vec[tema5_vec.len() - 2].tema_value
&& tema30_vec[tema30_vec.len() - 3].tema_value
> tema5_vec[tema5_vec.len() - 3].tema_value
&& tema_200_vec.last().unwrap().tema_value
< rt_price_vec.last().unwrap().opclo_price
&& tema_200_vec[tema_200_vec.len() - 2].tema_value
< rt_price_vec[rt_price_vec.len() - 2].opclo_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;
// supertrend(ATR period 10, multiplier: 2.0, 30m close price)
let mut keys_to_remove: HashSet<String> = HashSet::new();
let server_epoch = get_server_epoch().await;
let supertrend_30m_map =
supertrend(10, 2.0, true, &alldata.rt_price_30m_vec, &filtered_data).await?;
for (symbol, values) in &mut filtered_data {
if let (Some(supertrend_vec), Some(rt_price_vec)) = (
supertrend_30m_map.get(symbol),
alldata.rt_price_30m_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();
let open_price: Decimal = rust_decimal::prelude::FromPrimitive::from_f64(
rt_price_vec.last().unwrap().open_price,
)
.unwrap();
let current_price: Decimal = rust_decimal::prelude::FromPrimitive::from_f64(
rt_price_vec.last().unwrap().close_price,
)
.unwrap();
if supertrend_vec.last().unwrap().area == SuperTrendArea::UP
&& band_value < current_price
&& band_value < open_price
{
values.current_price = current_price;
values.closetime = rt_price_vec.last().unwrap().close_time;
values.stoploss = band_value;
values.target_price = decimal_add(
decimal_mul(decimal_sub(current_price, values.stoploss), dec!(3.0)),
current_price,
);
} else if supertrend_vec.last().unwrap().area == SuperTrendArea::DOWN
&& band_value > current_price
&& band_value > open_price
{
values.current_price = current_price;
values.closetime = rt_price_vec.last().unwrap().close_time;
values.stoploss = decimal_sub(open_price, decimal_sub(band_value, open_price));
values.target_price = decimal_add(
decimal_mul(decimal_sub(open_price, values.stoploss), dec!(3.0)),
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;
// current ADX(15, 15) < 25
// let mut keys_to_remove: HashSet<String> = HashSet::new();
// let adx_vec = adx(15, 15, &alldata.rt_price_30m_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.len() > 10 &&
// adx_vec[last_idx].adx < 25.0 {
// } 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;
// StochRSI (RSI_len: 10, StochRSI_len: 10, K: 3, D: 3) K_current < 70, K_current > d_current
let mut keys_to_remove: HashSet<String> = HashSet::new();
let stoch_rsis = stoch_rsi(30, 30, 3, 3, &alldata.rt_price_30m_vec, &filtered_data).await?;
for (symbol, values) in &mut filtered_data {
if stoch_rsis.contains_key(symbol) {
let stoch_rsi_vec = stoch_rsis.get(symbol).unwrap();
let search_result = stoch_rsi_vec
.iter()
.position(|x| x.close_time == values.closetime);
if stoch_rsi_vec.len() > 10
&& search_result.is_some_and(|a| {
stoch_rsi_vec[a].k > stoch_rsi_vec[a].d
&& stoch_rsi_vec[a].k < 70.0
&& stoch_rsi_vec[a - 1].k < 60.0
&& stoch_rsi_vec[a - 2].k < 50.0
})
{
} else {
keys_to_remove.insert(symbol.clone());
}
} else {
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,
2.5,
1.0,
-0.5,
&filtered_data,
&alldata.rt_price_30m_vec,
)
.await?;
for (symbol, values) in &mut filtered_data {
if stoch_rsis.contains_key(symbol) {
let heatmap_volume_vec = heatmap_volumes.get(symbol).unwrap();
if heatmap_volume_vec.len() > 50 {
let heatmap_volume_trunc = heatmap_volume_vec
.get(heatmap_volume_vec.len() - 31..heatmap_volume_vec.len() - 1)
.unwrap();
let windows = heatmap_volume_trunc.windows(2);
for slice in windows {
if slice[1].heatmap_level == HeatMapLevel::ExtraHigh {
if let (prev_candle_idx, current_candle_idx) = (
(&alldata
.rt_price_30m_vec
.get(symbol)
.unwrap()
.iter()
.position(|x| x.close_time == slice[0].close_time))
.unwrap(),
(&alldata
.rt_price_30m_vec
.get(symbol)
.unwrap()
.iter()
.position(|x| x.close_time == slice[1].close_time))
.unwrap(),
) {
let prev_candle =
&alldata.rt_price_30m_vec.get(symbol).unwrap()[prev_candle_idx];
let current_candle =
&alldata.rt_price_30m_vec.get(symbol).unwrap()[current_candle_idx];
if current_candle.close_price > prev_candle.close_price
|| current_candle.close_price > prev_candle.open_price
|| current_candle.close_price > prev_candle.high_price
|| current_candle.close_price > prev_candle.low_price
{
keys_to_remove.insert(symbol.clone());
}
}
}
}
}
}
}
remove_keys(&mut filtered_data, keys_to_remove).await;
// limit buy price: 0.25 * abs(이전 5 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_30m_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 + (0.25 * 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(8, &filtered_data).await?;
insert_pre_suggested_coins(8, false, &final_filtered_data, &alldata).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(8).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_30m =
supertrend(10, 2.0, true, &all_data.rt_price_30m_vec, &filtered_symbols).await?;
let tema_30 = tema(30, &all_data.rt_price_30m_vec, &filtered_symbols).await?;
let tema_5 = tema(5, &all_data.rt_price_30m_vec, &filtered_symbols).await?;
for element in filled_buy_orders {
let mut is_sell = false;
let mut is_overturned = false;
if element.used_usdt >= dec!(10.0) {
if let (Some(tema30_vec), Some(tema5_vec)) =
(tema_30.get(&element.symbol), tema_5.get(&element.symbol))
{
if tema30_vec.len() > 2
&& tema5_vec.len() > 2
&& tema30_vec.last().unwrap().close_time
== tema5_vec.last().unwrap().close_time
&& tema30_vec.last().unwrap().close_time > server_epoch
&& tema5_vec.last().unwrap().close_time > server_epoch
&& tema30_vec.last().unwrap().tema_value
> tema5_vec.last().unwrap().tema_value
&& tema30_vec[tema30_vec.len() - 2].tema_value
< tema5_vec[tema5_vec.len() - 2].tema_value
{
is_overturned = true;
}
}
if let (Some(exchange_info), Some(tradefee), Some(supertrend_vec)) = (
exchange_info_map.get(&element.symbol),
trade_fee_map.get(&element.symbol),
supertrend_30m.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;
// TODO: BNB 코인이 있으면
// let base_qty_to_be_ordered =
// element.base_qty_ordered.round_dp_with_strategy(
// lot_step_size.normalize().scale(),
// RoundingStrategy::ToZero,
// );
// TODO: BNB 코인이 없으면
let base_qty_to_be_ordered =
element.base_qty_fee_adjusted.round_dp_with_strategy(
lot_step_size.normalize().scale(),
RoundingStrategy::ToZero,
);
let target_profit_percent = decimal_div(
decimal_sub(element.target_price, element.buy_price),
element.buy_price,
)
.to_f64()
.unwrap();
if !element.current_price.is_zero() {
if element.current_price <= element.stoploss {
is_sell = true;
} else if element.current_price >= element.target_price {
is_sell = true;
} else if server_epoch - element.transact_time > (1_800_000) * 1
&& is_overturned == true
{
is_sell = true;
}
let minimum_candles = 5;
let maximum_candles = 30;
for count_candles in minimum_candles..=maximum_candles {
if count_candles < maximum_candles
&& server_epoch - element.transact_time
> (1_800_000) * count_candles
&& (target_profit_percent != 0.0
&& target_profit_percent.is_sign_positive()
&& target_profit_percent
* ((maximum_candles - count_candles) as f64
/ (maximum_candles - minimum_candles + 1) as f64)
<= element.pure_profit_percent)
{
is_sell = true;
break;
} else if count_candles == maximum_candles {
// time up selling
is_sell = true;
break;
} else {
break;
}
}
// 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;
// }
if is_sell == true {
limit_order_sell(
&element,
element.current_price,
base_qty_to_be_ordered,
&client,
&exchange_info_map,
&trade_fee_map,
)
.await;
}
}
}
}
}
}
Ok(())
}