//+------------------------------------------------------------------+ //| PairsTrading_Bands_Pro.mq5 | //| Copyright 2026, xxxxxxxx| //+------------------------------------------------------------------+ #property copyright "Copyright 2026, xxxxxxxx" #property version "1.51" // Fixed unstable session-start noise by enforcing EMPTY_VALUE cutoff #property description "Wyckoff-style Cointegration Bands on Main Chart." #property description "Projects dynamic equilibrium line (Z=0), warning (Z=+-1.5), extreme (Z=+-2.0) and reversal (Z=+-2.5) bands." #property indicator_chart_window #property indicator_buffers 7 #property indicator_plots 7 //--- Plot 1: Cointegrated Equilibrium Line (Fair Value / Z=0) #property indicator_label1 "Equilibrium Center" #property indicator_type1 DRAW_LINE #property indicator_color1 clrGold #property indicator_style1 STYLE_SOLID #property indicator_width1 2 //--- Plot 2: Upper Outer Band (Z = Extreme / Sell Zone) #property indicator_label2 "Upper Outer Band" #property indicator_type2 DRAW_LINE #property indicator_color2 clrOrangeRed #property indicator_style2 STYLE_DASH #property indicator_width2 1 //--- Plot 3: Lower Outer Band (Z = Extreme / Buy Zone) #property indicator_label3 "Lower Outer Band" #property indicator_type3 DRAW_LINE #property indicator_color3 clrDeepSkyBlue #property indicator_style3 STYLE_DASH #property indicator_width3 1 //--- Plot 4: Upper Inner Band (Z = Warning Zone) #property indicator_label4 "Upper Inner Band" #property indicator_type4 DRAW_LINE #property indicator_color4 clrCoral #property indicator_style4 STYLE_DOT #property indicator_width4 1 //--- Plot 5: Lower Inner Band (Z = Warning Zone) #property indicator_label5 "Lower Inner Band" #property indicator_type5 DRAW_LINE #property indicator_color5 clrLightSkyBlue #property indicator_style5 STYLE_DOT #property indicator_width5 1 //--- Plot 6: Upper Extreme Band (Z = Stop/Reversal Zone) #property indicator_label6 "Upper Extreme Band" #property indicator_type6 DRAW_LINE #property indicator_color6 clrCrimson #property indicator_style6 STYLE_SOLID #property indicator_width6 1 //--- Plot 7: Lower Extreme Band (Z = Stop/Reversal Zone) #property indicator_label7 "Lower Extreme Band" #property indicator_type7 DRAW_LINE #property indicator_color7 clrDodgerBlue #property indicator_style7 STYLE_SOLID #property indicator_width7 1 #include //--- Anchored Timeframe Resets Enum enum ENUM_ANCHOR_PERIOD { ANCHOR_NONE, // Standard rolling window (InpLookback) ANCHOR_SESSION, // Reset every day (Daily VWAP style) ANCHOR_WEEK, // Reset every week (Weekly VWAP style) ANCHOR_MONTH, // Reset every month (Monthly VWAP style) ANCHOR_CUSTOM_SESSION // Reset based on custom broker-time start/end range }; //--- Input Parameters input string InpSecondSymbol = "USOIL"; // Comparison Symbol (Symbol B) input ENUM_ANCHOR_PERIOD InpAnchor = ANCHOR_NONE; // Dynamic Anchored Reset Period input int InpLookback = 120; // Rolling Window size (Used if Anchor = NONE) input string InpCustomStart = "09:00"; // Custom Session Start (HH:MM, Broker Time) input string InpCustomEnd = "18:00"; // Custom Session End (HH:MM, Broker Time) //--- Dynamic Channel Options (3 distinct Z-Score levels) input bool InpDrawCenterLine = true; // Draw Center Equilibrium Line? input bool InpDrawInnerBands = true; // Draw Inner (Warning) Bands? input double InpInnerMultiplier = 1.5; // Inner Band Z-Score Multiplier input bool InpDrawOuterBands = true; // Draw Outer (Extreme) Bands? input double InpOuterMultiplier = 2.0; // Outer Band Z-Score Multiplier input bool InpDrawExtremeBands = true; // Draw Extreme (Reversal) Bands? input double InpExtremeMultiplier = 2.5; // Extreme Band Z-Score Multiplier //--- Buffers double BufMiddle[]; double BufUpperOuter[]; double BufLowerOuter[]; double BufUpperInner[]; double BufLowerInner[]; double BufUpperExtreme[]; double BufLowerExtreme[]; //--- Aligned price arrays double g_sync_close_A[]; double g_sync_close_B[]; //--- Global Engine and State Tracking CPairsTradingCalculator *g_calc; bool g_data_synced = false; int g_anchor_start_idx = 0; // Dynamic anchor index tracker //--- Parsed Custom Session hours int g_start_hour = 9; int g_start_min = 0; int g_end_hour = 18; int g_end_min = 0; //+------------------------------------------------------------------+ //| EnsureDataReady (Multi-symbol history sync helper) | //+------------------------------------------------------------------+ bool EnsureDataReady(const string symbol, const ENUM_TIMEFRAMES timeframe, const int required_bars) { ResetLastError(); if(!SymbolInfoInteger(symbol, SYMBOL_SELECT)) { SymbolSelect(symbol, true); } datetime times[]; int copied = CopyTime(symbol, timeframe, 0, required_bars, times); return (copied >= required_bars); } //+------------------------------------------------------------------+ //| IsTimeInSession | //+------------------------------------------------------------------+ bool IsTimeInSession(datetime time_val, int start_hour, int start_min, int end_hour, int end_min) { MqlDateTime dt; TimeToStruct(time_val, dt); int current_min = dt.hour * 60 + dt.min; int start_total = start_hour * 60 + start_min; int end_total = end_hour * 60 + end_min; if(end_total < start_total) // Overlapping midnight session { return (current_min >= start_total || current_min < end_total); } else { return (current_min >= start_total && current_min < end_total); } } //+------------------------------------------------------------------+ //| OnInit | //+------------------------------------------------------------------+ int OnInit() { g_data_synced = false; g_anchor_start_idx = 0; //--- Verify if the secondary comparison symbol exists in broker offerings bool is_custom = false; if(!SymbolExist(InpSecondSymbol, is_custom)) { string err_msg = StringFormat("PairsBands Pro Error: Symbol '%s' does not exist in your broker's database!", InpSecondSymbol); Alert(err_msg); Print(err_msg); return(INIT_FAILED); } SetIndexBuffer(0, BufMiddle, INDICATOR_DATA); SetIndexBuffer(1, BufUpperOuter, INDICATOR_DATA); SetIndexBuffer(2, BufLowerOuter, INDICATOR_DATA); SetIndexBuffer(3, BufUpperInner, INDICATOR_DATA); SetIndexBuffer(4, BufLowerInner, INDICATOR_DATA); SetIndexBuffer(5, BufUpperExtreme, INDICATOR_DATA); SetIndexBuffer(6, BufLowerExtreme, INDICATOR_DATA); ArraySetAsSeries(BufMiddle, false); ArraySetAsSeries(BufUpperOuter, false); ArraySetAsSeries(BufLowerOuter, false); ArraySetAsSeries(BufUpperInner, false); ArraySetAsSeries(BufLowerInner, false); ArraySetAsSeries(BufUpperExtreme, false); ArraySetAsSeries(BufLowerExtreme, false); //--- Parse custom session times string parts[]; if(StringSplit(InpCustomStart, ':', parts) == 2) { g_start_hour = (int)StringToInteger(parts[0]); g_start_min = (int)StringToInteger(parts[1]); } if(StringSplit(InpCustomEnd, ':', parts) == 2) { g_end_hour = (int)StringToInteger(parts[0]); g_end_min = (int)StringToInteger(parts[1]); } // Configure shortname dynamically based on mode string anchor_name = EnumToString(InpAnchor); string short_name = StringFormat("PairsBands Pro(%s vs %s, %s)", _Symbol, InpSecondSymbol, (InpAnchor == ANCHOR_NONE ? (string)InpLookback : StringSubstr(anchor_name, 7))); IndicatorSetString(INDICATOR_SHORTNAME, short_name); IndicatorSetInteger(INDICATOR_DIGITS, _Digits); //--- Instantiate unified calculator g_calc = new CPairsTradingCalculator(); if(CheckPointer(g_calc) == POINTER_INVALID || !g_calc.Init(InpLookback)) { Print("Error: Failed to initialize PairsBands Calculator Engine."); return INIT_FAILED; } //--- Initialize 1-second timer for weekend/async chart refreshes EventSetTimer(1); return(INIT_SUCCEEDED); } //+------------------------------------------------------------------+ //| OnDeinit | //+------------------------------------------------------------------+ void OnDeinit(const int reason) { EventKillTimer(); if(CheckPointer(g_calc) != POINTER_INVALID) delete g_calc; } //+------------------------------------------------------------------+ //| OnCalculate | //+------------------------------------------------------------------+ int OnCalculate(const int rates_total, const int prev_calculated, const datetime &time[], const double &open[], const double &high[], const double &low[], const double &close[], const long &tick_volume[], const long &volume[], const int &spread[]) { int required_bars = InpLookback + 10; if(InpAnchor != ANCHOR_NONE) required_bars = 1000; // Need larger history depth for monthly/weekly/custom anchors //--- Ensure both symbol histories are fully loaded in the terminal if(!EnsureDataReady(_Symbol, _Period, required_bars) || !EnsureDataReady(InpSecondSymbol, _Period, required_bars)) { g_data_synced = false; return 0; // Wait for next tick to let history load } g_data_synced = true; //--- Retrieve chart-independent default close values for index-0 fallbacks double default_close_B = iClose(InpSecondSymbol, _Period, 0); //--- 1. Advanced Bar-Time Synchronization & Alignment Loop (O(1) incremental) ArrayResize(g_sync_close_A, rates_total); ArrayResize(g_sync_close_B, rates_total); int loop_start = (prev_calculated == 0) ? 0 : prev_calculated - 1; if(loop_start < 0) loop_start = 0; for(int i = loop_start; i < rates_total; i++) { // Symbol A is the native chart symbol -> direct O(1) memory access g_sync_close_A[i] = close[i]; // Sync Symbol B Price int shift_B = iBarShift(InpSecondSymbol, _Period, time[i], false); if(shift_B >= 0) g_sync_close_B[i] = iClose(InpSecondSymbol, _Period, shift_B); else g_sync_close_B[i] = (i > 0) ? g_sync_close_B[i-1] : default_close_B; } //--- 2. Calculate the rolling OLS Cointegration Bands (O(1) incremental) int calc_start = (prev_calculated == 0) ? InpLookback : prev_calculated - 1; if(calc_start < InpLookback) calc_start = InpLookback; for(int i = calc_start; i < rates_total; i++) { //--- A. Filter out inactive hours if custom session anchor is selected if(InpAnchor == ANCHOR_CUSTOM_SESSION) { if(!IsTimeInSession(time[i], g_start_hour, g_start_min, g_end_hour, g_end_min)) { BufMiddle[i] = EMPTY_VALUE; BufUpperOuter[i] = EMPTY_VALUE; BufLowerOuter[i] = EMPTY_VALUE; BufUpperInner[i] = EMPTY_VALUE; BufLowerInner[i] = EMPTY_VALUE; BufUpperExtreme[i] = EMPTY_VALUE; BufLowerExtreme[i] = EMPTY_VALUE; continue; } } //--- B. Check if a new Anchor period has started (Stateful tracking) bool new_period = false; switch(InpAnchor) { case ANCHOR_SESSION: { MqlDateTime dt_curr, dt_prev; TimeToStruct(time[i], dt_curr); TimeToStruct(time[i-1], dt_prev); if(dt_curr.day_of_year != dt_prev.day_of_year || dt_curr.year != dt_prev.year) new_period = true; break; } case ANCHOR_WEEK: { MqlDateTime dt_curr, dt_prev; TimeToStruct(time[i], dt_curr); TimeToStruct(time[i-1], dt_prev); if(dt_curr.day_of_week < dt_prev.day_of_week) new_period = true; break; } case ANCHOR_MONTH: { MqlDateTime dt_curr, dt_prev; TimeToStruct(time[i], dt_curr); TimeToStruct(time[i-1], dt_prev); if(dt_curr.mon != dt_prev.mon || dt_curr.year != dt_prev.year) new_period = true; break; } case ANCHOR_CUSTOM_SESSION: { MqlDateTime dt_curr, dt_prev; TimeToStruct(time[i], dt_curr); TimeToStruct(time[i-1], dt_prev); int min_curr = dt_curr.hour * 60 + dt_curr.min; int min_prev = dt_prev.hour * 60 + dt_prev.min; int start_min = g_start_hour * 60 + g_start_min; bool day_changed = (dt_curr.day_of_year != dt_prev.day_of_year || dt_curr.year != dt_prev.year); if(day_changed) { if(min_curr >= start_min) new_period = true; } else { if(min_prev < start_min && min_curr >= start_min) new_period = true; } break; } default: break; } if(new_period) { g_anchor_start_idx = i; } //--- C. Compute the dynamic window size int active_window_size = 0; if(InpAnchor == ANCHOR_NONE) { active_window_size = InpLookback; } else { active_window_size = i - g_anchor_start_idx + 1; } //--- D. Execute unified calculator math and fetch dynamic OLS parameters double z = g_calc.CalculateZScore(rates_total, i, active_window_size, g_sync_close_A, g_sync_close_B); double beta = g_calc.GetBeta(); double alpha = g_calc.GetAlpha(); double std_dev = g_calc.GetStdDev(); //--- FIXED: Enforce absolute EMPTY_VALUE cutoff when active window size is statistically unstable (< 15 bars) if(active_window_size >= 15 && std_dev > 0.0) { // Center Line (Z=0.0 Equilibrium): A_hat = beta * B_t + alpha double fair_price = beta * g_sync_close_B[i] + alpha; BufMiddle[i] = InpDrawCenterLine ? fair_price : EMPTY_VALUE; // Outer extreme bands (Default Z = +-2.0) BufUpperOuter[i] = InpDrawOuterBands ? (fair_price + InpOuterMultiplier * std_dev) : EMPTY_VALUE; BufLowerOuter[i] = InpDrawOuterBands ? (fair_price - InpOuterMultiplier * std_dev) : EMPTY_VALUE; // Inner warning bands (Default Z = +-1.5) BufUpperInner[i] = InpDrawInnerBands ? (fair_price + InpInnerMultiplier * std_dev) : EMPTY_VALUE; BufLowerInner[i] = InpDrawInnerBands ? (fair_price - InpInnerMultiplier * std_dev) : EMPTY_VALUE; // Extreme Outer bands (Default Z = +-2.5) BufUpperExtreme[i] = InpDrawExtremeBands ? (fair_price + InpExtremeMultiplier * std_dev) : EMPTY_VALUE; BufLowerExtreme[i] = InpDrawExtremeBands ? (fair_price - InpExtremeMultiplier * std_dev) : EMPTY_VALUE; } else { BufMiddle[i] = EMPTY_VALUE; BufUpperOuter[i] = EMPTY_VALUE; BufLowerOuter[i] = EMPTY_VALUE; BufUpperInner[i] = EMPTY_VALUE; BufLowerInner[i] = EMPTY_VALUE; BufUpperExtreme[i] = EMPTY_VALUE; BufLowerExtreme[i] = EMPTY_VALUE; } } return(rates_total); } //+------------------------------------------------------------------+ //| OnTimer | //| Handles loading checks and force-redraws | //+------------------------------------------------------------------+ void OnTimer() { if(!g_data_synced) { int required_bars = InpLookback + 5; if(EnsureDataReady(InpSecondSymbol, _Period, required_bars)) { g_data_synced = true; ChartRedraw(); // Force MT5 to invoke OnCalculate } } } //+------------------------------------------------------------------+ //+------------------------------------------------------------------+