Backtesting 3commas DCA Bot v2.pine
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// This source code is subject to the terms of the Mozilla Public License 2.0 at https://mozilla.org/MPL/2.0/
// © rouxam
//@version=4
// Author: rouxam
strategy("Backtesting 3commas DCA Bot v2", overlay=true, pyramiding=99, process_orders_on_close=true, commission_type=strategy.commission.percent, commission_value=0.1, initial_capital=3009)
// Important Note : Initial Capital above is written to match the default value based on bot parameters.
// It is expected the user will update the initial_capital via the GUI Parameters > Properties tab
// A warning will displayed in case initial capital and max amount for bot usage do not match.
// ----------------------------------
// Strategy Inputs
// ----------------------------------
take_profit = input(4.5, type=input.float, title="Take Profit (%)", minval=0.0, step=0.1)/100
take_profit_type = input(defval="% from total volume", title="Take Profit Type", options=["% from total volume", "% from base order"])
ttp = input(0.0, type=input.float, title="Trailing Take Profit (%) [0 = Disabled]", minval=0.0, step=0.1)/100
stop_loss = input(0.0, type=input.float, title="Stop Loss (%) [0 = Disabled]", minval=0.0, step=0.1)/100
order_size_type = input(defval="Fixed", title="Order Size Type", options=["Fixed", "% of equity"])
base_order = input(100.0, type=input.float,title="Base Order")
safe_order = input(140.0, type=input.float,title="Safety Order")
max_safe_order = input(6, title="Max Safety Trades Count", minval=0, maxval=99, step=1)
price_deviation = input(1.5, type=input.float, title="Price deviation to open safety order (%)", minval=0.0, step=0.1)/100
safe_order_volume_scale = input(1.5, type=input.float, title="Safety Order Volume Scale", step=0.1)
safe_order_step_scale = input(1.6, type=input.float, title="Safety Order Step Scale", step=0.1)
dsc = input(defval="RSI-7", title="Deal Start Condition", options=["Start ASAP", "RSI-7", "TV presets"])
dsc_rsi_threshold = input(defval=30, title="[RSI-7 only] RSI Threshold", minval=1, maxval=99)
dsc_technicals = input(defval="Strong", title="[TV presets only] Strength", options=["Strong", "Weak"])
dsc_res = input("", title="[RSI-7 and TV presets Only] Indicator Timeframe", type=input.resolution)
bot_direction = input(defval="Long", title="Bot Direction", options=["Long", "Short"])
start_time = input(defval=timestamp("15 June 2021 06:00"), title="Start Time", type=input.time)
end_time = input(defval=timestamp("31 Dec 2021 20:00"), title="End Time", type=input.time)
// ----------------------------------
// Declarations
// ----------------------------------
var bo_level = 0.0
var last_so_level = 0.0
var so_level = 0.0
var ttp_active = false
var ttp_extremum = 0.0
var ttp_level = 0.0
var stop_level = 0.0
var take_profit_level = 0.0
var deal_counter = 0
var stop_loss_counter = 0
var stop_loss_on_bar = false
var latest_price = close
var deal_start_condition = false
var start_time_actual = start_time
var end_time_actual = start_time
// CONSTANTS
var float init_price = na
var IS_LONG = bot_direction == "Long"
// ----------------------------------
// Utilities functions
// ----------------------------------
pretty_date(t) => tostring(dayofmonth(t)) + "/" + tostring(month(t)) + "/" + tostring(year(t))
within_window() => time >= start_time and time <= end_time
base_order_size() => order_size_type == "Fixed" ? base_order : base_order/100 * strategy.equity
safe_order_size() => order_size_type == "Fixed" ? safe_order : safe_order/100 * strategy.equity
safety_order_deviation(index) => price_deviation * pow(safe_order_step_scale, index - 1)
safety_order_price(index, last_safety_order_price) =>
if IS_LONG
last_safety_order_price * (1 - safety_order_deviation(index))
else
last_safety_order_price * (1 + safety_order_deviation(index))
safety_order_qty(index) => safe_order_size() * pow(safe_order_volume_scale, index - 1)
max_amount_for_bot_usage() =>
var total_qty = 0.0
var last_order_qty = 0.0
total_qty := base_order_size()
last_order_qty := safe_order_size()
if max_safe_order > 0
for index = 1 to max_safe_order
total_qty := total_qty + safety_order_qty(index)
total_qty // returned value
max_deviation() =>
var total_deviation = 0.0
total_deviation := 0.0
for index = 1 to max_safe_order
total_deviation := total_deviation + safety_order_deviation(index)
currency_format() =>
if syminfo.currency == "USDT" or syminfo.currency == "USD" or syminfo.currency == "TUSD" or syminfo.currency == "BUSD" or syminfo.currency == "USDC" or syminfo.currency == "EUR" or syminfo.currency == "AUD"
"#.##"
else if syminfo.currency == "BTC"
"#.########"
else
// TODO (rouxam) list more options
"#.####"
// ***********************************
// Deal Start Condition Strategies
// ***********************************
// RSI-7
// ***********************************
rsi_signal() =>
// Regular strat would be crossover but not for 3C DCA Bot
rsi7 = rsi(close, 7)
if IS_LONG
[rsi7 < dsc_rsi_threshold, close]
else
[rsi7 > dsc_rsi_threshold, close]
// TV presets
// ***********************************
// This whole section is from the TradingView "Technical Ratings" code.
// Adding the Technical Ratings "indicator" as input to this "strategy" is not sufficient for our purpose,
// Therefore the code is copy-pasted.
// ***********************************
// Awesome Oscillator
AO() =>
sma(hl2, 5) - sma(hl2, 34)
// Stochastic RSI
StochRSI() =>
rsi1 = rsi(close, 14)
K = sma(stoch(rsi1, rsi1, rsi1, 14), 3)
D = sma(K, 3)
[K, D]
// Ultimate Oscillator
tl() => close[1] < low ? close[1]: low
uo(ShortLen, MiddlLen, LongLen) =>
Value1 = sum(tr, ShortLen)
Value2 = sum(tr, MiddlLen)
Value3 = sum(tr, LongLen)
Value4 = sum(close - tl(), ShortLen)
Value5 = sum(close - tl(), MiddlLen)
Value6 = sum(close - tl(), LongLen)
float UO = na
if Value1 != 0 and Value2 != 0 and Value3 != 0
var0 = LongLen / ShortLen
var1 = LongLen / MiddlLen
Value7 = (Value4 / Value1) * (var0)
Value8 = (Value5 / Value2) * (var1)
Value9 = (Value6 / Value3)
UO := (Value7 + Value8 + Value9) / (var0 + var1 + 1)
UO
// Ichimoku Cloud
donchian(len) => avg(lowest(len), highest(len))
ichimoku_cloud() =>
conversionLine = donchian(9)
baseLine = donchian(26)
leadLine1 = avg(conversionLine, baseLine)
leadLine2 = donchian(52)
[conversionLine, baseLine, leadLine1, leadLine2]
calcRatingMA(ma, src) => na(ma) or na(src) ? na : (ma == src ? 0 : ( ma < src ? 1 : -1 ))
calcRating(buy, sell) => buy ? 1 : ( sell ? -1 : 0 )
ta_presets_signal() =>
//============== MA =================
SMA10 = sma(close, 10)
SMA20 = sma(close, 20)
SMA30 = sma(close, 30)
SMA50 = sma(close, 50)
SMA100 = sma(close, 100)
SMA200 = sma(close, 200)
EMA10 = ema(close, 10)
EMA20 = ema(close, 20)
EMA30 = ema(close, 30)
EMA50 = ema(close, 50)
EMA100 = ema(close, 100)
EMA200 = ema(close, 200)
HullMA9 = hma(close, 9)
// Volume Weighted Moving Average (VWMA)
VWMA = vwma(close, 20)
[IC_CLine, IC_BLine, IC_Lead1, IC_Lead2] = ichimoku_cloud()
// ======= Other =============
// Relative Strength Index, RSI
RSI = rsi(close,14)
// Stochastic
lengthStoch = 14
smoothKStoch = 3
smoothDStoch = 3
kStoch = sma(stoch(close, high, low, lengthStoch), smoothKStoch)
dStoch = sma(kStoch, smoothDStoch)
// Commodity Channel Index, CCI
CCI = cci(close, 20)
// Average Directional Index
float adxValue = na, float adxPlus = na, float adxMinus = na
[P, M, V] = dmi(14, 14)
adxValue := V
adxPlus := P
adxMinus := M
// Awesome Oscillator
ao = AO()
// Momentum
Mom = mom(close, 10)
// Moving Average Convergence/Divergence, MACD
[macdMACD, signalMACD, _] = macd(close, 12, 26, 9)
// Stochastic RSI
[Stoch_RSI_K, Stoch_RSI_D] = StochRSI()
// Williams Percent Range
WR = wpr(14)
// Bull / Bear Power
BullPower = high - ema(close, 13)
BearPower = low - ema(close, 13)
// Ultimate Oscillator
UO = uo(7,14,28)
if not na(UO)
UO := UO * 100
////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////
PriceAvg = ema(close, 50)
DownTrend = close < PriceAvg
UpTrend = close > PriceAvg
// calculate trading recommendation based on SMA/EMA
float ratingMA = 0
float ratingMAC = 0
if not na(SMA10)
ratingMA := ratingMA + calcRatingMA(SMA10, close)
ratingMAC := ratingMAC + 1
if not na(SMA20)
ratingMA := ratingMA + calcRatingMA(SMA20, close)
ratingMAC := ratingMAC + 1
if not na(SMA30)
ratingMA := ratingMA + calcRatingMA(SMA30, close)
ratingMAC := ratingMAC + 1
if not na(SMA50)
ratingMA := ratingMA + calcRatingMA(SMA50, close)
ratingMAC := ratingMAC + 1
if not na(SMA100)
ratingMA := ratingMA + calcRatingMA(SMA100, close)
ratingMAC := ratingMAC + 1
if not na(SMA200)
ratingMA := ratingMA + calcRatingMA(SMA200, close)
ratingMAC := ratingMAC + 1
if not na(EMA10)
ratingMA := ratingMA + calcRatingMA(EMA10, close)
ratingMAC := ratingMAC + 1
if not na(EMA20)
ratingMA := ratingMA + calcRatingMA(EMA20, close)
ratingMAC := ratingMAC + 1
if not na(EMA30)
ratingMA := ratingMA + calcRatingMA(EMA30, close)
ratingMAC := ratingMAC + 1
if not na(EMA50)
ratingMA := ratingMA + calcRatingMA(EMA50, close)
ratingMAC := ratingMAC + 1
if not na(EMA100)
ratingMA := ratingMA + calcRatingMA(EMA100, close)
ratingMAC := ratingMAC + 1
if not na(EMA200)
ratingMA := ratingMA + calcRatingMA(EMA200, close)
ratingMAC := ratingMAC + 1
if not na(HullMA9)
ratingHullMA9 = calcRatingMA(HullMA9, close)
ratingMA := ratingMA + ratingHullMA9
ratingMAC := ratingMAC + 1
if not na(VWMA)
ratingVWMA = calcRatingMA(VWMA, close)
ratingMA := ratingMA + ratingVWMA
ratingMAC := ratingMAC + 1
float ratingIC = na
if not (na(IC_Lead1) or na(IC_Lead2) or na(close) or na(close[1]) or na(IC_BLine) or na(IC_CLine))
ratingIC := calcRating(
IC_Lead1 > IC_Lead2 and close > IC_Lead1 and close < IC_BLine and close[1] < IC_CLine and close > IC_CLine,
IC_Lead2 > IC_Lead1 and close < IC_Lead2 and close > IC_BLine and close[1] > IC_CLine and close < IC_CLine)
if not na(ratingIC)
ratingMA := ratingMA + ratingIC
ratingMAC := ratingMAC + 1
ratingMA := ratingMAC > 0 ? ratingMA / ratingMAC : na
float ratingOther = 0
float ratingOtherC = 0
ratingRSI = RSI
if not(na(ratingRSI) or na(ratingRSI[1]))
ratingOtherC := ratingOtherC + 1
ratingOther := ratingOther + calcRating(ratingRSI < 30 and ratingRSI[1] < ratingRSI, ratingRSI > 70 and ratingRSI[1] > ratingRSI)
if not(na(kStoch) or na(dStoch) or na(kStoch[1]) or na(dStoch[1]))
ratingOtherC := ratingOtherC + 1
ratingOther := ratingOther + calcRating(kStoch < 20 and dStoch < 20 and kStoch > dStoch and kStoch[1] < dStoch[1], kStoch > 80 and dStoch > 80 and kStoch < dStoch and kStoch[1] > dStoch[1])
ratingCCI = CCI
if not(na(ratingCCI) or na(ratingCCI[1]))
ratingOtherC := ratingOtherC + 1
ratingOther := ratingOther + calcRating(ratingCCI < -100 and ratingCCI > ratingCCI[1], ratingCCI > 100 and ratingCCI < ratingCCI[1])
if not(na(adxValue) or na(adxPlus[1]) or na(adxMinus[1]) or na(adxPlus) or na(adxMinus))
ratingOtherC := ratingOtherC + 1
ratingOther := ratingOther + calcRating(adxValue > 20 and adxPlus[1] < adxMinus[1] and adxPlus > adxMinus, adxValue > 20 and adxPlus[1] > adxMinus[1] and adxPlus < adxMinus)
if not(na(ao) or na(ao[1]))
ratingOtherC := ratingOtherC + 1
ratingOther := ratingOther + calcRating(crossover(ao,0) or (ao > 0 and ao[1] > 0 and ao > ao[1] and ao[2] > ao[1]), crossunder(ao,0) or (ao < 0 and ao[1] < 0 and ao < ao[1] and ao[2] < ao[1]))
if not(na(Mom) or na(Mom[1]))
ratingOtherC := ratingOtherC + 1
ratingOther := ratingOther + calcRating(Mom > Mom[1], Mom < Mom[1])
if not(na(macdMACD) or na(signalMACD))
ratingOtherC := ratingOtherC + 1
ratingOther := ratingOther + calcRating(macdMACD > signalMACD, macdMACD < signalMACD)
float ratingStoch_RSI = na
if not(na(DownTrend) or na(UpTrend) or na(Stoch_RSI_K) or na(Stoch_RSI_D) or na(Stoch_RSI_K[1]) or na(Stoch_RSI_D[1]))
ratingStoch_RSI := calcRating(
DownTrend and Stoch_RSI_K < 20 and Stoch_RSI_D < 20 and Stoch_RSI_K > Stoch_RSI_D and Stoch_RSI_K[1] < Stoch_RSI_D[1],
UpTrend and Stoch_RSI_K > 80 and Stoch_RSI_D > 80 and Stoch_RSI_K < Stoch_RSI_D and Stoch_RSI_K[1] > Stoch_RSI_D[1])
if not na(ratingStoch_RSI)
ratingOtherC := ratingOtherC + 1
ratingOther := ratingOther + ratingStoch_RSI
float ratingWR = na
if not(na(WR) or na(WR[1]))
ratingWR := calcRating(WR < -80 and WR > WR[1], WR > -20 and WR < WR[1])
if not na(ratingWR)
ratingOtherC := ratingOtherC + 1
ratingOther := ratingOther + ratingWR
float ratingBBPower = na
if not(na(UpTrend) or na(DownTrend) or na(BearPower) or na(BearPower[1]) or na(BullPower) or na(BullPower[1]))
ratingBBPower := calcRating(
UpTrend and BearPower < 0 and BearPower > BearPower[1],
DownTrend and BullPower > 0 and BullPower < BullPower[1])
if not na(ratingBBPower)
ratingOtherC := ratingOtherC + 1
ratingOther := ratingOther + ratingBBPower
float ratingUO = na
if not(na(UO))
ratingUO := calcRating(UO > 70, UO < 30)
if not na(ratingUO)
ratingOtherC := ratingOtherC + 1
ratingOther := ratingOther + ratingUO
ratingOther := ratingOtherC > 0 ? ratingOther / ratingOtherC : na
float ratingTotal = 0
float ratingTotalC = 0
if not na(ratingMA)
ratingTotal := ratingTotal + ratingMA
ratingTotalC := ratingTotalC + 1
if not na(ratingOther)
ratingTotal := ratingTotal + ratingOther
ratingTotalC := ratingTotalC + 1
ratingTotal := ratingTotalC > 0 ? ratingTotal / ratingTotalC : na
// little piece of @rouxam logic
var bool start_condition = false
float bound = dsc_technicals == "Strong" ? 0.5 : 0.1
if IS_LONG
start_condition := ratingTotal > bound
else
start_condition := ratingTotal < -bound
[start_condition, close]
// ----------------------------------
// (Re-)Initialize
// ----------------------------------
var max_amount = max_amount_for_bot_usage()
var max_dev = max_deviation()
init_price := na(init_price) and within_window() ? open : init_price
latest_price := within_window() ? close : latest_price
// Actualize the start and end time of the backtesting window because number of bars is limited.
// NOTE: limits on number of available bars:
// TradingView FREE account: 5000 bars available,
// TradingView PRO/PRO+ account: 10000 bars available,
// TradingView PREMIUM account: 20000 bars available.
start_time_actual := barstate.isfirst and time > start_time_actual ? time : start_time_actual
end_time_actual := time > end_time_actual and time <= end_time ? time : end_time_actual
if strategy.position_size == 0.0
ttp_extremum := 0.0
ttp_active := false
deal_start_condition := false
// ----------------------------------
// Open deal with Base Order on Deal Start Condition
// ----------------------------------
[dsc_rsi, bo_level_rsi] = security(syminfo.tickerid, dsc_res, rsi_signal())
[dsc_ta, bo_level_ta] = security(syminfo.tickerid, dsc_res, ta_presets_signal())
if(strategy.opentrades == 0 and within_window() and close > 0 and strategy.equity > 0.0)
// Compute deal start condition
if dsc == "Start ASAP"
deal_start_condition := true
bo_level := close
if dsc == "RSI-7"
deal_start_condition := dsc_rsi
bo_level := bo_level_rsi
if dsc == "TV presets"
deal_start_condition := dsc_ta
bo_level := bo_level_ta
// Place Buy Order
if deal_start_condition
deal_counter := deal_counter + 1
if IS_LONG
strategy.entry("BO", limit=bo_level, long=strategy.long, qty=base_order_size()/bo_level)
else
strategy.entry("BO", limit=bo_level, long=strategy.short, qty=base_order_size()/bo_level)
last_so_level := bo_level
// Place Safety Orders
if max_safe_order > 0
for index = 1 to max_safe_order
so_level := safety_order_price(index, last_so_level)
so_name = "SO" + tostring(index)
if IS_LONG
strategy.entry(so_name, long=strategy.long, limit=so_level, qty=safety_order_qty(index)/so_level)
else
strategy.entry(so_name, long=strategy.short, limit=so_level, qty=safety_order_qty(index)/so_level)
last_so_level := so_level
// ----------------------------------
// Close Deal on SL, TP or TTP
// ----------------------------------
if abs(strategy.position_size) > 0
take_profit_factor = IS_LONG ? (1 + take_profit) : (1 - take_profit)
stop_loss_factor = IS_LONG ? (1 - stop_loss) : (1 + stop_loss)
ttp_factor = IS_LONG ? (1 - ttp) : (1 + ttp)
stop_level := bo_level * stop_loss_factor
if take_profit_type == "% from total volume"
take_profit_level := strategy.position_avg_price * take_profit_factor
else
take_profit_level := bo_level * take_profit_factor
// Stop Loss
stop_loss_on_bar := false
if stop_loss > max_dev and not ttp_active
if IS_LONG and low < stop_level
stop_loss_counter := stop_loss_counter + 1
strategy.exit(id="x", stop=stop_level, comment="SL")
stop_loss_on_bar := true
else if not IS_LONG and high > stop_level
stop_loss_counter := stop_loss_counter + 1
strategy.exit(id="x", stop=stop_level, comment="SL")
stop_loss_on_bar := true
if not stop_loss_on_bar
if ttp == 0.0
// Simple take profit
strategy.exit(id="x", limit=take_profit_level, comment="TP")
else
// Trailing take profit
if IS_LONG and high >= take_profit_level
ttp_extremum := max(high, ttp_extremum)
ttp_active := true
if not IS_LONG and low <= take_profit_level
ttp_extremum := min(low, ttp_extremum)
ttp_active := true
if ttp_active
ttp_level := ttp_extremum * ttp_factor
strategy.exit(id="x", stop=ttp_level, comment="TTP")
// Cleanup
if (crossunder(strategy.opentrades, 0.5))
strategy.close_all()
strategy.cancel_all()
// ----------------------------------
// Results
// ----------------------------------
profit = max(strategy.equity, 0.0) - strategy.initial_capital
profit_pct = profit / strategy.initial_capital
add_line(the_table, the_row, the_label, the_value, is_warning) =>
// if providing a value, the row is shown as: the_label | the_value
// else: the_label is considered to be a title
is_even = (the_row % 2) == 1
is_title = na(the_value) ? true : false
text = is_title ? "" : tostring(the_value)
bg_color = is_title ? color.black : is_warning ? color.red : is_even ? color.silver : color.white
text_color = is_title ? color.white : color.black
left_cell_align = is_title ? text.align_right : text.align_left
table.cell(the_table, 0, the_row, the_label, bgcolor=bg_color, text_color=text_color, text_size=size.auto, text_halign=left_cell_align)
table.cell(the_table, 1, the_row, text, bgcolor=bg_color, text_color=text_color, text_size=size.auto, text_halign=text.align_right)
var string warnings_text = ""
var warnings = array.new_string(0, "")
if (max_amount / strategy.initial_capital > 1.005 or max_amount / strategy.initial_capital < 0.995)
if order_size_type == "Fixed"
array.push(warnings, "Strategy Initial Capital (currently " + tostring(strategy.initial_capital, currency_format()) + " " + syminfo.currency
+ ") must match Max Amount For Bot Usage (" + tostring(max_amount, currency_format()) + " " + syminfo.currency + ")")
else
array.push(warnings, "Please adjust Base Order and Safe Order percentage to reach 100% of usage of capital. Currently using " + tostring(max_amount / strategy.initial_capital, "#.##%"))
if (max_dev >= 1.0)
array.push(warnings, "Max Price Deviation (" + tostring(max_dev, "#.##%") + ") cannot be >= 100.0%")
if (stop_loss > 0.0 and stop_loss <= max_dev)
array.push(warnings, "Stop Loss (" + tostring(stop_loss, "#.##%") + ") should be greater than Max Price Deviation (" + tostring(max_dev, "#.##%") + ")")
if ((timeframe.isminutes and not (tonumber(timeframe.period) < 30)) or timeframe.isdwm)
array.push(warnings, "Backtesting may be inaccurate. Recommended to use timeframe of 15m or less")
if (ttp >= take_profit)
array.push(warnings, "Trailing Take Profit (" + tostring(ttp, "#.##%") + ") cannot be greater than Take Profit (" + tostring(take_profit, "#.##%") + ")")
// Making the results table
var results_table = table.new(position.top_right, 2, 20, frame_color=color.black)
curr_row = -1
None = int(na)
curr_row += 1, add_line(results_table, curr_row, "Bot setup", None, false)
if (array.size(warnings) > 0)
for index = 1 to array.size(warnings)
curr_row += 1
add_line(results_table, curr_row, "Please review your strategy settings", array.pop(warnings), true)
curr_row += 1, add_line(results_table, curr_row, "Dates", pretty_date(start_time_actual) + " to " + pretty_date(end_time_actual), false)
curr_row += 1, add_line(results_table, curr_row, "Deal Start Condition", dsc, false)
curr_row += 1, add_line(results_table, curr_row, "Base and Safety Orders", "BO: " + tostring(base_order, currency_format()) + " " + (order_size_type == "Fixed" ? "" : "% ") + syminfo.currency + " / " + "SO: " + tostring(safe_order, currency_format()) + " " + (order_size_type == "Fixed" ? "" : "% ") + syminfo.currency, false)
curr_row += 1, add_line(results_table, curr_row, "Price Deviation", tostring(price_deviation, "#.##%"), false)
curr_row += 1, add_line(results_table, curr_row, "Safe Order Scale", "Volume: " + tostring(safe_order_volume_scale) + " / Scale: " + tostring(safe_order_step_scale), false)
curr_row += 1, add_line(results_table, curr_row, "Take Profit / Stop Loss", tostring(take_profit, "#.##%") + (ttp > 0.0 ? "( Trailing: " + tostring(ttp, "#.##%") + ")" : "") + "/ " + (stop_loss > 0.0 ? tostring(stop_loss, "#.##%") : "No Stop Loss"), false)
curr_row += 1, add_line(results_table, curr_row, "Max Amount For Bot Usage", tostring(max_amount, currency_format()) + " " + syminfo.currency, false)
curr_row += 1, add_line(results_table, curr_row, "Max Coverage", tostring(max_safe_order) + " Safety Orders / " + tostring(max_dev, "#.##%"), false)
curr_row += 1, add_line(results_table, curr_row, "Summary", None, false)
curr_row += 1, add_line(results_table, curr_row, "Initial Capital", tostring(strategy.initial_capital, currency_format()) + " " + syminfo.currency, false)
curr_row += 1, add_line(results_table, curr_row, "Final Capital", tostring(max(strategy.equity, 0.0), currency_format()) + " " + syminfo.currency, false)
curr_row += 1, add_line(results_table, curr_row, "Net Result", tostring(profit, currency_format()) + " " + syminfo.currency + " (" + tostring(profit_pct, "#.##%") + ")", false)
curr_row += 1, add_line(results_table, curr_row, "Total Deals", tostring(deal_counter), false)
if stop_loss > 0.0
curr_row += 1, add_line(results_table, curr_row, "Deals Closed on Stop Loss", tostring(stop_loss_counter), false)
if IS_LONG
buy_hold_profit = (latest_price - init_price) / init_price * strategy.initial_capital
buy_hold_profit_pct = buy_hold_profit / strategy.initial_capital
ratio = profit_pct / buy_hold_profit_pct
curr_row += 1, add_line(results_table, curr_row, "Comparison to Buy-And-Hold", None, false)
curr_row += 1, add_line(results_table, curr_row, "Net Result for Buy-and-hold", tostring(buy_hold_profit, currency_format()) + " " + syminfo.currency + " (" + tostring(buy_hold_profit_pct, "#.##%") + ")", false)
curr_row += 1, add_line(results_table, curr_row, "(Bot Performance) / (Buy-and-hold Performance)", tostring(ratio, "#.###"), false)
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