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FMEX simple sorting mining robot

Author: The grass, Date: 2019-10-23 10:01:46
Tags: Mining

This is a reference to the article:https://www.fmz.com/digest-topic/5843


exchange.SetBase(Url)
if(exchange.GetName()!= 'Futures_FMex'){
    throw '此策略只支持FMEX永续'
}

var account = null
var depth = null 
var pos = {direction:'empty',price:0,amount:0,unrealised_profit:0}

//官方的挖矿系数,可按需设置,如离盘口越远越大,减少成交风险
var factors = [1/4, 1/40, 1/40,1/40,1/40,1/50,1/50,1/50,1/50,1/50,1/100,1/100,1/100,1/100,1/100]
var total_efficiency = 0 //总效率
var avg_efficiency = 0
var avg_num = 0

var ordersInfo = {buy:[],sell:[]}//id:0, price:0, amount:0}
var coverInfo = {buyId:0, buyPrice:0, sellId:0, sellPrice:0}
var depthInfo = []
var lastProfitTime = 0 //控制打印收益时间
var lastRestTime = Date.now()   //定时重置策略
var lastLogStatusTime = 0
var lastPeriod = 0
var today = _D().slice(8,11)

updateAccount()

var total_back = 0
if(_G('total_back')){
    total_back = _G('total_back')
}else{
    _G('total_back',total_back)
}
var init_value = 0
if(_G('init_value')){
    init_value  = _G('init_value')
}else{
    init_value = _N(account.Info.data.BTC[0]+account.Info.data.BTC[1]+account.Info.data.BTC[2], 6)
    Log('第一次启动策略, 始总价值为: ', init_value)
    _G('init_value', init_value)
}

function updateDepth(){
    var data = exchange.GetDepth()
    if(data){
        depth = data
    }else{
        Log('获取深度出错')
    }
}

function updateAccount(){
    var data = exchange.GetAccount()
    if(data){
        account = data
    }else{
        Log('获取账户出错')
    }
}

function updatePosition(){
    var data = exchange.GetPosition()
    if(data){
        if(data.length > 0){
            if(data[0].Info.direction !=  pos.direction || data[0].Info.quantity != pos.amount){
                Log('持仓变动:', pos.direction + ' ' +  pos.amount + ' -> ' + data[0].Info.direction + ' ' + data[0].Info.quantity)
            }
            pos = {direction:data[0].Info.direction, price:data[0].Info.entry_price, amount:data[0].Info.quantity, unrealised_profit:data[0].Info.unrealized_pnl}
        }else{
            if(pos.amount){
                Log('持仓变动:', pos.direction + ' ' +  pos.amount + ' -> ' + 'empty')
            }
            pos = {direction:'empty',price:0,amount:0,unrealised_profit:0}
        }
    }else{
        Log('获取持仓出错')
    }
}

function calcDepth(){ 
    depthInfo = [] // price amount efficent  ratio  
    var ask_price = depth.Asks[0].Price
    var bid_price = depth.Bids[0].Price
    total_efficiency = 0
    for(var i=0;i<15;i++){
        var factor = factors[i]
        total_efficiency += 1000000*(Amount*2/(depth.Asks[i].Amount+depth.Bids[i].Amount))*factor*0.5/288
        while(ask_price <= depth.Asks[i].Price){ //考虑到未被占用的深度位置
            var my_ask_amount = _.findWhere(ordersInfo.sell, {price:ask_price}) ? _.findWhere(ordersInfo.sell, {price:ask_price}).amount : 0 //排除掉自己订单的干扰
            var ask_amount = ask_price == depth.Asks[i].Price ? Math.max(depth.Asks[i].Amount-my_ask_amount,0) : 0
            depthInfo.push({side:'sell', pos:i+1, price:ask_price, amount:ask_amount, factor:factor, my_amount:0, e:0, r:0})
            ask_price += 0.5
        }
        
    }
    for(var i=0;i<15;i++){
        var factor = factors[i]
        total_efficiency += 1000000*(Amount*2/(depth.Asks[i].Amount+depth.Bids[i].Amount))*factor*0.5/288
        while(bid_price >= depth.Bids[i].Price){
            var my_bid_amount = _.findWhere(ordersInfo.buy, {price:bid_price}) ? _.findWhere(ordersInfo.buy, {price:bid_price}).amount : 0 
            var bid_amount = bid_price == depth.Bids[i].Price ? Math.max(depth.Bids[i].Amount-my_bid_amount,0) : 0
            depthInfo.push({side:'buy', pos:i+1, price:bid_price, amount:bid_amount, factor:factor, my_amount:0, e:0, r:0})
            bid_price -= 0.5
        }
    }
}

function calcAmount(){
    var total_amount = Amount
    var per_amount = _N(Amount/100,0)
    var max_id = 0
    while(total_amount >= per_amount){
        var max_e = 0
        for(var i=0;i<30;i++){
            if(depthInfo[i].amount == 0){
                depthInfo[i].my_amount = per_amount
            }else{
                depthInfo[i].e = depthInfo[i].factor*depthInfo[i].amount/Math.pow(depthInfo[i].my_amount+per_amount+depthInfo[i].amount,2)
                max_id = depthInfo[i].e > max_e ? i : max_id 
                max_e = depthInfo[i].e > max_e ? depthInfo[i].e : max_e
            }
        }
        depthInfo[max_id].my_amount += per_amount     
        total_amount -= per_amount
    }
}

function makeOrders(){
    var e = 0
    var new_orders = {buy:[],sell:[]}
    for(var i=0;i<30;i++){
        if(depthInfo[i].my_amount > 0){
            var find = _.findWhere(ordersInfo[depthInfo[i].side], {price:depthInfo[i].price})
            //Log(find)
            var now_amount = find ? find.amount : 0
            var now_id =  find ? find.id : 0
            if(Math.abs(now_amount  - depthInfo[i].my_amount) > 2.1*Amount/100 || depthInfo[i].amount == 0){ //需要重新下单
                if(now_id){
                    exchange.CancelOrder(now_id,find)
                    find.id = 0
                }
                if(depthInfo[i].my_amount > 0){
                    exchange.SetDirection(depthInfo[i].side)
                    
                    var id = exchange[depthInfo[i].side == 'buy'  ? 'Buy' :  'Sell'](depthInfo[i].price,depthInfo[i].my_amount)
                    if(id){ 
                        new_orders[depthInfo[i].side].push({price:depthInfo[i].price,amount:depthInfo[i].my_amount,id:id})
                    }
                }
           }else{
               now_id =  find ? find.id : 0
               if(now_id){
                   new_orders[depthInfo[i].side].push(find)
               }
           }
           depthInfo[i].r = 1000000*(depthInfo[i].my_amount/(depthInfo[i].my_amount+depthInfo[i].amount))*depthInfo[i].factor*0.5/288
           e += depthInfo[i].r
        }
    }
    for(var i=0;i<ordersInfo.buy.length;i++){
        if(ordersInfo.buy[i].price < depth.Bids[15].Price && ordersInfo.buy[i].id ){
            exchange.CancelOrder(ordersInfo.buy[i].id,'撤销范围之外的买单')
        }
    }
    for(var i=0;i<ordersInfo.sell.length;i++){
        if(ordersInfo.sell[i].price > depth.Asks[15].Price && ordersInfo.sell[i].id){
            exchange.CancelOrder(ordersInfo.sell[i].id,'撤销范围之外的卖单')
        }
    }
    ordersInfo = new_orders
    var total = avg_efficiency*avg_num + e
    avg_num += 1
    avg_efficiency = total/avg_num
}

function logStatus(){
    if(Date.now()-lastLogStatusTime < 4000){
        return
    }
    lastLogStatusTime = Date.now()
    var leverage = pos.amount/(account.Info.data.BTC[0]*(depth.Asks[0].Price+depth.Bids[0].Price)/2)
    var table1 = {type: 'table', title: '账户信息', 
             cols: ['可用保证金', '冻结保证金', '持仓保证金',  '持仓方向','持仓张数', '持仓价格', '未实现盈亏', '已用杠杆', '初始资金', '收益', '平仓买价', '卖价','平均效率','我的效率'],
             rows: [[_N(account.Info.data.BTC[0], 6),_N(account.Info.data.BTC[1], 6),_N(account.Info.data.BTC[2], 6),
                     pos.direction,pos.amount,_N(pos.price,2),_N(pos.unrealised_profit,5),_N(leverage,2),
                     _N(init_value,6),_N(account.Info.data.BTC[0]-init_value, 6), coverInfo.buyPrice, coverInfo.sellPrice,
                     _N(total_efficiency/30,2),_N(avg_efficiency,2)
                    ]]
                 }
    var table2 = {type: 'table', title: '挂单信息', cols: ['位置', '买价', '买量','我的', '效率', '卖价', '卖量', '我的', '效率'], rows: []}
    
    for(var i=0;i<15;i++){                          
        table2.rows.push([i+1,depthInfo[i+15].price,depthInfo[i+15].amount,depthInfo[i+15].my_amount,_N(depthInfo[i+15].r,3),
                          depthInfo[i].price,depthInfo[i].amount,depthInfo[i].my_amount,_N(depthInfo[i].r,3)])
    }
    if(_D().slice(8,11) != today){
        today = _D().slice(8,11)
        Log('昨天总解锁额度百万分之',total_back,'。今日重新统计')
        total_back = 0
    }
    var nowPeriod = _N(_D().slice(14,16)/5,0)
    if(lastPeriod != nowPeriod){
        lastPeriod = nowPeriod 
        total_back += avg_efficiency
        avg_efficiency = 0
        avg_num = 0
        
    }
    var logString = '当前挖矿周期:'+_D().slice(11,14) + nowPeriod*5 + ' - ' + _D().slice(11,14) + (nowPeriod*5+5) + ' '+'排序挖矿已获得当日解锁总额度的百万分之'+ _N(total_back,4) +'\n'
    LogStatus(logString + '`' + JSON.stringify(table1) + '`'+'\n'+'`' + JSON.stringify(table2) + '`')
    if(Date.now()-lastProfitTime > ProfitTime*1000){
        updateAccount()
        lastProfitTime = Date.now()
        LogProfit(_N(account.Info.data.BTC[0]+account.Info.data.BTC[1]+account.Info.data.BTC[2],6))
    }
}

function cancelAll(){ //重置策略,防止一些订单卡住,可能会影响其它正在运行的策略
    var orders = exchange.GetOrders()
    if(orders){
        for(var i=0;i<orders.length;i++){
            exchange.CancelOrder(orders[i].Id)
        }
        ordersInfo = {buy:[],sell:[]}
        coverInfo = {buyId:0, buyPrice:0, sellId:0, sellPrice:0} 
    }
}


function coverPosition(){
    if(pos.amount>0){
        if(pos.direction == 'long'){ //平多仓
            var sellPrice = _N(pos.price,0)+_N(CoverProfit,0)
            if(sellPrice != coverInfo.sellPrice){
                if(coverInfo.sellId){
                    exchange.CancelOrder(coverInfo.sellId)
                    coverInfo.sellId = 0
                }
                exchange.SetDirection('sell')
                var sellId = exchange.Sell(sellPrice, pos.amount, '平多仓')
                coverInfo.sellPrice = sellPrice
                if(sellId){
                     coverInfo.sellId = sellId
                }else{
                     coverInfo.sellId = 0
                }
            }        
        }else{
            var buyPrice = _N(pos.price,0)-_N(CoverProfit,0)
            if(buyPrice != coverInfo.buyPrice){
                if(coverInfo.buyId){
                    exchange.CancelOrder(coverInfo.buyId)
                    coverInfo.buyId = 0
                }
                exchange.SetDirection('buy')
                var buyId = exchange.Buy(buyPrice, pos.amount, '平空仓')
                coverInfo.buyPrice = buyPrice
                if(buyId){
                     coverInfo.buyId = buyId
                }else{
                    coverInfo.buyId = 0
                }
            }
        }
    }
}

function onTick(){
    calcDepth()
    calcAmount()
    makeOrders()
    if(Date.now()-lastRestTime > 3*60*1000){
        lastRestTime = Date.now()
        cancelAll()
    }
}


function onexit(){  //退出后撤销订单
    cancelAll()
    _G('total_back',total_back)
}


exchange.SetContractType('swap')
exchange.SetMarginLevel(0)



function main() {
    cancelAll()
    while(true){
        updatePosition()
        updateDepth()
        onTick()
        coverPosition()
        logStatus()
        Sleep(Intervel*1000)
    }
}

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saintbirdThe logic of the placement part is not well understood, why the value is Math.min ((CoverAmount, pos[0].Amount), instead of pos[0].Amount?

youtiaoThe damage is too great.

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mingren1992FMEX's interface is accessed via HTTPQUERY? Just switched from BITMEX, does FMEX support Exchange.IO haha?

FlyingIf you have a lot of money, you can easily make a loss on the basis of the price of the stock, can you change it to the next level of the stock at the same price?

FlyingCan you add a maximum leverage set? Tests are continuous and easy to crack. When this limit is reached, you are reminded not to place orders.

The grassPlacement is for reference only, you need to write your own logic

The grassThe code is for reference and needs to be optimized.

The grassThis is just an example of how the real disk needs to be modified.

The grassGetDepth is packed with 20 files and uses httpQuery to access 150 files.

The grassYou can change it yourself, the strategy is just a reference

The grassYou can change it.