//+------------------------------------------------------------------+ //| PairsTrading_MTF_Pro | //| Copyright 2026, xxxxxxxx| //+------------------------------------------------------------------+ #property copyright "Copyright 2026, xxxxxxxx" #property version "1.20" // Refactored with single comparison symbol and hybrid block-copy alignment #property description "Universal Dynamic & Anchored Cointegration (Z-Score) Monitor." #property description "Displays Higher Timeframe Cointegration Z-Score directly on lower TF chart." #property indicator_separate_window #property indicator_buffers 2 #property indicator_plots 1 //--- Standardized window limits to prevent single-spike scale squishing! #property indicator_minimum -3.5 #property indicator_maximum 3.5 //--- Institutional Levels Configuration (Perfect alignment under fixed scale) #property indicator_level1 2.5 #property indicator_level2 2.0 #property indicator_level3 1.5 #property indicator_level4 -1.5 #property indicator_level5 -2.0 #property indicator_level6 -2.5 #property indicator_levelcolor clrSilver #property indicator_levelstyle STYLE_DOT //--- Plot: Color Histogram (5-Zone Thermal Palette) #property indicator_label1 "Spread Z-Score MTF" #property indicator_type1 DRAW_COLOR_HISTOGRAM // 5-Color Palette: // 0: Noise/Neutral (Gray) // 1: Bull Flow (Coral - warning) // 2: Bull Extreme (OrangeRed - Sell Spread zone) // 3: Bear Flow (LightSkyBlue - warning) // 4: Bear Extreme (DeepSkyBlue - Buy Spread zone) #property indicator_color1 clrGray, clrCoral, clrOrangeRed, clrLightSkyBlue, clrDeepSkyBlue #property indicator_style1 STYLE_SOLID #property indicator_width1 2 #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_TIMEFRAMES InpTimeframe = PERIOD_M5; // Target Higher Timeframe (Recommended: Higher than Chart) 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) //--- Buffers double ExtZScoreBuffer[]; double ExtColorsBuffer[]; //--- Internal HTF Data Caches datetime h_time[]; double h_close_A[]; double h_close_B[]; //--- HTF Calculator Results double h_res_z[]; //--- Global HTF State Tracking CPairsTradingCalculator *g_calc; datetime g_last_htf_time = 0; int g_htf_count = 0; bool g_data_ready = false; int g_htf_anchor_start = 0; // Dynamic anchor tracker on HTF timeline //--- Parsed Custom Session hours int g_start_hour = 9; int g_start_min = 0; int g_end_hour = 18; int g_end_min = 0; //+------------------------------------------------------------------+ //| EnsureHTFDataReady | //+------------------------------------------------------------------+ bool EnsureHTFDataReady(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_ready = false; g_last_htf_time = 0; g_htf_count = 0; g_htf_anchor_start = 0; //--- Verify if the secondary comparison symbol exists in broker offerings bool is_custom = false; if(!SymbolExist(InpSecondSymbol, is_custom)) { string err_msg = StringFormat("PairsTrading MTF Error: Symbol '%s' does not exist in your broker's database!", InpSecondSymbol); Alert(err_msg); Print(err_msg); return(INIT_FAILED); } SetIndexBuffer(0, ExtZScoreBuffer, INDICATOR_DATA); SetIndexBuffer(1, ExtColorsBuffer, INDICATOR_COLOR_INDEX); ArraySetAsSeries(ExtZScoreBuffer, false); ArraySetAsSeries(ExtColorsBuffer, 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 tf_name = StringSubstr(EnumToString(InpTimeframe), 7); string short_name = StringFormat("PairsTrade MTF(%s vs %s, %s, %s)", _Symbol, InpSecondSymbol, tf_name, (InpAnchor == ANCHOR_NONE ? (string)InpLookback : StringSubstr(anchor_name, 7))); IndicatorSetString(INDICATOR_SHORTNAME, short_name); IndicatorSetInteger(INDICATOR_DIGITS, 2); //--- Instantiate unified calculator g_calc = new CPairsTradingCalculator(); if(CheckPointer(g_calc) == POINTER_INVALID || !g_calc.Init(InpLookback)) { Print("Error: Failed to initialize PairsTrade MTF Calculator Engine."); return INIT_FAILED; } return(INIT_SUCCEEDED); } //+------------------------------------------------------------------+ //| OnDeinit | //+------------------------------------------------------------------+ void OnDeinit(const int reason) { 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 on the HTF in the terminal if(!EnsureHTFDataReady(_Symbol, InpTimeframe, required_bars) || !EnsureHTFDataReady(InpSecondSymbol, InpTimeframe, required_bars)) { g_data_ready = false; return 0; // Wait for next tick to let history load } //--- 1. Check if a new HTF bar has formed datetime htf_time_current = iTime(_Symbol, InpTimeframe, 0); bool htf_updated = (htf_time_current != g_last_htf_time); if(htf_updated || prev_calculated == 0) { g_last_htf_time = htf_time_current; int htf_bars = iBars(_Symbol, InpTimeframe); if(htf_bars < required_bars) { g_data_ready = false; return 0; } g_htf_count = MathMin(htf_bars, 1000); ArrayResize(h_time, g_htf_count); ArrayResize(h_close_A, g_htf_count); ArrayResize(h_close_B, g_htf_count); ArrayResize(h_res_z, g_htf_count); if(CopyTime(_Symbol, InpTimeframe, 0, g_htf_count, h_time) != g_htf_count) { g_data_ready = false; return 0; } //--- 2. High-Performance Hybrid Price Alignment on the HTF Timeline //--- Step A: Copy chart native symbol close prices via ultra-fast block copy if(CopyClose(_Symbol, InpTimeframe, 0, g_htf_count, h_close_A) != g_htf_count) { g_data_ready = false; return 0; } //--- Step B: Sync comparison symbol prices via time-aligned fallback loop double default_close_B = iClose(InpSecondSymbol, InpTimeframe, 0); for(int j = 0; j < g_htf_count; j++) { int shift_B = iBarShift(InpSecondSymbol, InpTimeframe, h_time[j], false); if(shift_B >= 0) h_close_B[j] = iClose(InpSecondSymbol, InpTimeframe, shift_B); else h_close_B[j] = (j > 0) ? h_close_B[j-1] : default_close_B; } //--- 3. Calculate OLS Cointegration on HTF (Closed bars only!) //--- Notice the limit is 'g_htf_count - 1' (excluding the live forming bar) for(int j = InpLookback; j < g_htf_count - 1; j++) { // Filter out inactive custom hours on HTF if(InpAnchor == ANCHOR_CUSTOM_SESSION) { if(!IsTimeInSession(h_time[j], g_start_hour, g_start_min, g_end_hour, g_end_min)) { h_res_z[j] = EMPTY_VALUE; continue; } } // Stateful anchor period tracking on HTF timeline bool htf_new_period = false; if(j > 0) { switch(InpAnchor) { case ANCHOR_SESSION: { MqlDateTime dt_curr, dt_prev; TimeToStruct(h_time[j], dt_curr); TimeToStruct(h_time[j-1], dt_prev); if(dt_curr.day_of_year != dt_prev.day_of_year || dt_curr.year != dt_prev.year) htf_new_period = true; break; } case ANCHOR_WEEK: { MqlDateTime dt_curr, dt_prev; TimeToStruct(h_time[j], dt_curr); TimeToStruct(h_time[j-1], dt_prev); if(dt_curr.day_of_week < dt_prev.day_of_week) htf_new_period = true; break; } case ANCHOR_MONTH: { MqlDateTime dt_curr, dt_prev; TimeToStruct(h_time[j], dt_curr); TimeToStruct(h_time[j-1], dt_prev); if(dt_curr.mon != dt_prev.mon || dt_curr.year != dt_prev.year) htf_new_period = true; break; } case ANCHOR_CUSTOM_SESSION: { MqlDateTime dt_curr, dt_prev; TimeToStruct(h_time[j], dt_curr); TimeToStruct(h_time[j-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) htf_new_period = true; } else { if(min_prev < start_min && min_curr >= start_min) htf_new_period = true; } break; } default: break; } } if(htf_new_period) { g_htf_anchor_start = j; } int htf_active_window = 0; if(InpAnchor == ANCHOR_NONE) htf_active_window = InpLookback; else htf_active_window = j - g_htf_anchor_start + 1; // Compute Z-Score on HTF and store it h_res_z[j] = g_calc.CalculateZScore(g_htf_count, j, htf_active_window, h_close_A, h_close_B); } g_data_ready = true; } if(!g_data_ready) return 0; //--- 3. Live Update for the Current Forming HTF Bar (Index: g_htf_count - 1) on every tick! int live_idx = g_htf_count - 1; if(live_idx >= InpLookback) { double single_c_A[1], single_c_B[1]; // Synchronized live price copying from the forming HTF bar 0 int shift_A = iBarShift(_Symbol, InpTimeframe, htf_time_current, false); int shift_B = iBarShift(InpSecondSymbol, InpTimeframe, htf_time_current, false); if(shift_A >= 0 && shift_B >= 0 && CopyClose(_Symbol, InpTimeframe, shift_A, 1, single_c_A) == 1 && CopyClose(InpSecondSymbol, InpTimeframe, shift_B, 1, single_c_B) == 1) { h_close_A[live_idx] = single_c_A[0]; h_close_B[live_idx] = single_c_B[0]; // Determine dynamic window for forming bar int htf_active_window = 0; if(InpAnchor == ANCHOR_NONE) htf_active_window = InpLookback; else htf_active_window = live_idx - g_htf_anchor_start + 1; if(InpAnchor != ANCHOR_CUSTOM_SESSION || IsTimeInSession(htf_time_current, g_start_hour, g_start_min, g_end_hour, g_end_min)) { h_res_z[live_idx] = g_calc.CalculateZScore(g_htf_count, live_idx, htf_active_window, h_close_A, h_close_B); } else { h_res_z[live_idx] = EMPTY_VALUE; } } } //--- 4. FIXED: Dynamically adjust 'start' to the beginning of the current forming HTF bar int start = (prev_calculated > 0) ? prev_calculated - 1 : 0; int first_bar_of_forming_htf = rates_total - 1; while(first_bar_of_forming_htf > 0 && iBarShift(_Symbol, InpTimeframe, time[first_bar_of_forming_htf], false) == 0) { first_bar_of_forming_htf--; } first_bar_of_forming_htf++; // This is the start of the forming step if(start > first_bar_of_forming_htf) start = first_bar_of_forming_htf; //--- 5. Incremental Mapping of HTF results to Current Chart Timeframe (O(1) per tick) for(int i = start; i < rates_total; i++) { datetime t = time[i]; int shift_htf = iBarShift(_Symbol, InpTimeframe, t, false); if(shift_htf >= 0) { int idx_htf = g_htf_count - 1 - shift_htf; if(idx_htf >= 0 && idx_htf < g_htf_count) { double z = h_res_z[idx_htf]; ExtZScoreBuffer[i] = z; //--- 5-Zone Thermal Color Mapping on mapped Z-Score if(z == EMPTY_VALUE || z == 0.0) { ExtColorsBuffer[i] = 0.0; } else if(z >= 2.0) { ExtColorsBuffer[i] = 2.0; // Index 2: OrangeRed (Sell Spread) } else if(z >= 1.5) { ExtColorsBuffer[i] = 1.0; // Index 1: Coral (Sell Warning) } else if(z <= -2.0) { ExtColorsBuffer[i] = 4.0; // Index 4: DeepSkyBlue (Buy Spread) } else if(z <= -1.5) { ExtColorsBuffer[i] = 3.0; // Index 3: LightSkyBlue (Buy Warning) } else { ExtColorsBuffer[i] = 0.0; // Index 0: Gray (Neutral Noise) } } else { ExtZScoreBuffer[i] = EMPTY_VALUE; ExtColorsBuffer[i] = 0.0; } } else { ExtZScoreBuffer[i] = EMPTY_VALUE; ExtColorsBuffer[i] = 0.0; } } return(rates_total); } //+------------------------------------------------------------------+ //+------------------------------------------------------------------+