-- Available @ https://fxcodebase.com/code/viewtopic.php?f=17&t=75310

--+------------------------------------------------------------------------------------------------+
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--|                                                                         http://fxcodebase.com  |
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--|                                                                   Developed by : Mario Jemic   |                    
--|                                                                       mario.jemic@gmail.com    |
--|                                               https://appliedmachinelearning.systems/contact/  | 
--+------------------------------------------------------------------------------------------------+

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--|                                           Our work would not be possible without your support. |
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--+------------------------------------------------------------------------------------------------+


local vars = {};
function Init()
    indicator:name("Echo Forecast [LuxAlgo]");
    indicator:description("Echo Forecast [LuxAlgo]");
    indicator:requiredSource(core.Bar);
    indicator:type(core.Indicator);
    indicator.parameters:addInteger("param1", "Evaluation Window", "", 50, 0, 200);
    indicator.parameters:addInteger("param2", "Forecast Window", "", 50, 1, 200);
    indicator.parameters:addString("param3", "Forecast Mode", "", "Similarity");
    indicator.parameters:addStringAlternative("param3", "Similarity", "", "Similarity");
    indicator.parameters:addStringAlternative("param3", "Dissimilarity", "", "Dissimilarity");
    indicator.parameters:addString("param4", "Forecast Construction", "", "Cumulative");
    indicator.parameters:addStringAlternative("param4", "Cumulative", "", "Cumulative");
    indicator.parameters:addStringAlternative("param4", "Mean", "", "Mean");
    indicator.parameters:addStringAlternative("param4", "Linreg", "", "Linreg");
    indicator.parameters:addString("param5", "", "", "close");
    indicator.parameters:addStringAlternative("param5", "Open", "", "open");
    indicator.parameters:addStringAlternative("param5", "High", "", "high");
    indicator.parameters:addStringAlternative("param5", "Low", "", "low");
    indicator.parameters:addStringAlternative("param5", "Close", "", "close");
    indicator.parameters:addStringAlternative("param5", "Median", "", "median");
    indicator.parameters:addStringAlternative("param5", "Typical", "", "typical");
    indicator.parameters:addStringAlternative("param5", "Weighted", "", "weighted");
    indicator.parameters:addStringAlternative("param5", "OHLC4", "", "ohlc4");
    indicator.parameters:addColor("param6", "Forecast Style", "", Graphics:GetColor(Graphics:AddTransparency(core.rgb(33, 87, 243), 0)));
    indicator.parameters:addString("param7", "", "", "? ? ?");
    indicator.parameters:addStringAlternative("param7", "??", "", "??");
    indicator.parameters:addStringAlternative("param7", "- - -", "", "- - -");
    indicator.parameters:addStringAlternative("param7", "? ? ?", "", "? ? ?");
    indicator.parameters:addBoolean("param8", "Show Area", "", true);
    indicator.parameters:addColor("param9", "", "", Graphics:GetColor(core.rgb(255, 93, 0) + math.floor(80 / 100 * 255) * 16777216));
    indicator.parameters:addColor("param10", "", "", Graphics:GetColor(core.rgb(8, 153, 129) + math.floor(80 / 100 * 255) * 16777216));
    indicator.parameters:addColor("param11", "", "", Graphics:GetColor(core.colors().Gray + math.floor(80 / 100 * 255) * 16777216));
end

local source;
function Prepare(nameOnly)
    source = instance.source;
    local name = string.format("%s(%s)", profile:id(), source:name());
    instance:name(name);
    if nameOnly then
        return;
    end
    vars["length"] = instance.parameters.param1;
    vars["fcast"] = instance.parameters.param2;
    vars["fmode"] = instance.parameters.param3;
    vars["cmode"] = instance.parameters.param4;
    vars["src"] = PineScriptUtils:CreateSource(source, instance.parameters.param5);
    vars["fcastCss"] = Graphics:AddTransparency(instance.parameters.param6, Graphics:GetTransparencyPercent(Graphics:AddTransparency(core.rgb(33, 87, 243), 0)));
    vars["fcastStyle"] = instance.parameters.param7;
    vars["showArea"] = instance.parameters.param8;
    vars["refArea"] = Graphics:AddTransparency(instance.parameters.param9, Graphics:GetTransparencyPercent(core.rgb(255, 93, 0) + math.floor(80 / 100 * 255) * 16777216));
    vars["corrArea"] = Graphics:AddTransparency(instance.parameters.param10, Graphics:GetTransparencyPercent(core.rgb(8, 153, 129) + math.floor(80 / 100 * 255) * 16777216));
    vars["evalArea"] = Graphics:AddTransparency(instance.parameters.param11, Graphics:GetTransparencyPercent(core.colors().Gray + math.floor(80 / 100 * 255) * 16777216));
    vars["__IsFirst1"] = CreateIsFirst();
    Line:Prepare(200);
    vars["n"] = instance:addInternalStream(0, 0);
    vars["d"] = instance:addInternalStream(0, 0);
    instance:ownerDrawn(true);
end

function Update(period, mode)
    if period == 0 or mode == core.UpdateAll then
        Line:Clear();
        Box:Clear();
        vars["lines"] = Array:NewLine(0, nil);
        vars["eval_window"] = Box:New(core.formatDate(source:date(0)), "1", nil, nil, nil, nil):SetBgColor(vars["evalArea"]):SetBorderColor(nil);
        vars["ref_window"] = Box:New(core.formatDate(source:date(0)), "2", nil, nil, nil, nil):SetBgColor(vars["refArea"]):SetBorderColor(nil);
        vars["corr_window"] = Box:New(core.formatDate(source:date(0)), "3", nil, nil, nil, nil):SetBgColor(vars["corrArea"]):SetBorderColor(nil);
    else
        vars["__IsFirst1"]:Clear();
    end
    PineScriptUtils:UpdateSources(period, mode);
    if vars["__IsFirst1"]:IsFirst() then
        local for1_from = 0;
        local for1_to = vars["fcast"] - 1;
        local for1_step = for1_from > for1_to and 1 or -1;
        if not for1_from or not for1_to then return; end
        for i = for1_from, for1_to, for1_step do
            vars["lines"]:Push(Line:New(nil, nil, nil, nil):SetColor(vars["fcastCss"]):SetStyle(Triary((vars["fcastStyle"] == "- - -"), "dashed", Triary((vars["fcastStyle"] == "? ? ?"), "dotted", "solid"))));
        end
    end
    SafeSetFloat(vars["n"], period, period);
    SafeSetFloat(vars["d"], period, SafeMinus(vars["src"]:tick(period), vars["src"]:tick(period - 1)));
    if vars["src"]:first() > period - (vars["length"] + vars["fcast"] * 2) then return; end
    top = mathex.max(vars["src"], core.rangeTo(period, vars["length"] + vars["fcast"] * 2));
    if vars["src"]:first() > period - (vars["length"] + vars["fcast"] * 2) then return; end
    btm = mathex.min(vars["src"], core.rangeTo(period, vars["length"] + vars["fcast"] * 2));
    if period == source:size() - 1 then
        vars["k"] = 0;
        vars["val"] = nil;
        A = Array:NewFloat(0, nil);
        X = Array:NewInt(0, nil);
        local for2_from = 0;
        local for2_to = vars["fcast"] * 2 + vars["length"];
        local for2_step = for2_from > for2_to and 1 or -1;
        if not for2_from or not for2_to then return; end
        for i = for2_from, for2_to, for2_step do
            A:Push(vars["src"]:tick(period - i));
            if (vars["cmode"] == "Linreg") then
                if vars["n"]:first() > period - (i) then return; end
                X:Push(SafeGetFloat(vars["n"], period - i));
            end
        end
        a = A:Slice(0, vars["fcast"] - 1);
        local for3_from = 0;
        local for3_to = vars["length"] - 1;
        local for3_step = for3_from > for3_to and 1 or -1;
        if not for3_from or not for3_to then return; end
        for i = for3_from, for3_to, for3_step do
            b = A:Slice(vars["fcast"] + i, vars["fcast"] * 2 + i - 1);
            r = SafeDivide(Array:Covariance(a, b), (SafeMultiply(a:Stdev(), b:Stdev())));
            if (vars["fmode"] == "Similarity") then
                vars["val"] = Triary(SafeGE(r, Nz(vars["val"], r)), r, vars["val"]);
            else
                vars["val"] = Triary(SafeLE(r, Nz(vars["val"], r)), r, vars["val"]);
            end
            vars["k"] = Triary((vars["val"] == r), i, vars["k"]);
        end
        prev = vars["src"]:tick(period);
        current = vars["src"]:tick(period);
        local for4_from = 0;
        local for4_to = vars["fcast"] - 1;
        local for4_step = for4_from > for4_to and 1 or -1;
        if not for4_from or not for4_to then return; end
        for i = for4_from, for4_to, for4_step do
            if vars["d"]:first() > period - (vars["fcast"] + vars["k"] + (vars["fcast"] - i - 1)) then return; end
            e = SafeGetFloat(vars["d"], period - vars["fcast"] + vars["k"] + (vars["fcast"] - i - 1));
            if (vars["cmode"] == "Mean") then
                current = SafePlus(a:Avg(), e);
            elseif (vars["cmode"] == "Linreg") then
                a = A:Slice(0, vars["fcast"]);
                x = X:Slice(0, vars["fcast"]);
                alpha = SafeDivide(Array:Covariance(a, x), Array:Variance(x));
                beta = SafeMinus(a:Avg(), SafeMultiply(alpha, x:Avg()));
                current = SafePlus(SafePlus(SafeMultiply(alpha, (SafeGetFloat(vars["n"], period) + i + 1)), beta), e);
            else
                current = SafePlus(current, e);
            end
            l = Array:Get(vars["lines"], i);
            Line:SetXY1(l, SafeGetFloat(vars["n"], period) + i, prev);
            Line:SetXY2(l, SafeGetFloat(vars["n"], period) + i + 1, current);
            prev = current;
        end
        if vars["showArea"] then
            Box:SetLeftTop(vars["eval_window"], SafeGetFloat(vars["n"], period) - vars["length"] - vars["fcast"] * 2 + 1, top);
            Box:SetRightBottom(vars["eval_window"], SafeGetFloat(vars["n"], period) - vars["fcast"] + 1, btm);
            Box:SetLeftTop(vars["ref_window"], SafeGetFloat(vars["n"], period) - vars["fcast"] + 1, top);
            Box:SetRightBottom(vars["ref_window"], SafeGetFloat(vars["n"], period), btm);
            Box:SetLeftTop(vars["corr_window"], SafeGetFloat(vars["n"], period) - vars["k"] - vars["fcast"] * 2 + 1, top);
            Box:SetRightBottom(vars["corr_window"], SafeGetFloat(vars["n"], period) - vars["k"] - vars["fcast"], btm);
        end
    end
end
function Draw(stage, context)
    Line:Draw(stage, context);
    Box:Draw(stage, context);
end

function AsyncOperationFinished(cookie, success, message, message1, message2)
end
PineScriptUtils = {};
PineScriptUtils.Sources = {};
function PineScriptUtils:CreateSource(source, sourceType)
    if sourceType ~= "ohlc4" then
        return source[sourceType];
    end
    local newSource = {};
    newSource.Stream = instance:addInternalStream(0, 0);
    function newSource:Update(period, mode)
        self.Stream[period] = (source.open[period] + source.high[period] + source.low[period] + source.close[period]) / 4;
    end
    self.Sources[#self.Sources + 1] = newSource;
    return newSource.Stream;
end
function PineScriptUtils:UpdateSources(period, mode)
    for i, src in ipairs(self.Sources) do
        src:Update(period, mode);
    end
end
function PineScriptUtils:TimeframeFromLength(length)
    if length == "t" then
        return "t1"
    elseif length == "D" then
        return "D1";
    elseif length == "W" then
        return "W1";
    elseif length == "M" then
        return "M1";
    end
    local length_number = tonumber(length);
    if length_number < 3600 then
        return "m" .. tostring(length_number / 60);
    end
    return "H" .. tostring(length_number / 3600)
end
function PineScriptUtils:ParseSession(session)
    local session_info = {};
    local _, _, from_hour, from_minute, to_hour, to_minute = string.find(session, "(%d%d)(%d%d)-(%d%d)(%d%d)");
    session_info.from_hour = from_hour and tonumber(from_hour) or 0;
    session_info.from_minute = from_minute and tonumber(from_minute) or 0;
    session_info.from = (session_info.from_hour * 60.0 + session_info.from_minute) * 60.0;
    session_info.to_hour = to_hour and tonumber(to_hour) or 23;
    session_info.to_minute = to_minute and tonumber(to_minute) or 59;
    session_info.to = (session_info.to_hour * 60.0 + session_info.to_minute) * 60.0;
    function session_info:IsInRange(time)
        time = math.floor(time * 86400 + 0.5);
        if self.from < self.to then
            return time >= self.from and time <= self.to;
        end
        if self.from > self.to then
            return time > self.from or time < self.to;
        end
    
        return time == self.from;
    end
    return session_info;
end
function PineScriptUtils:Time(period, timeframe_length, session, timezone)
    local timeframe = PineScriptUtils:TimeframeFromLength(timeframe_length);
    if PineScriptUtils.tradingWeekOffset == nil then
        PineScriptUtils.tradingWeekOffset = core.host:execute("getTradingWeekOffset");
        PineScriptUtils.tradingDayOffset = core.host:execute("getTradingDayOffset");
    end
    local s, e = core.getcandle(timeframe, instance.source:date(period), PineScriptUtils.tradingDayOffset, PineScriptUtils.tradingWeekOffset);
    local session_info = PineScriptUtils:ParseSession(session);
    if not session_info:IsInRange(s % 1) then
        return nil;
    end
    
    return s * 86400000;
end
function PineScriptUtils:WeekOfYear(time, timezone)
    local time_ole = time / 86400000;
    local date_table = core.dateToTable(time_ole)
    date_table.month = 1;
    date_table.day = 1;
    date_table.hour = 0;
    date_table.min = 0;
    date_table.sec = 0;
    local first_day_ole = core.tableToDate(date_table);
    date_table = core.dateToTable(first_day_ole);
    first_day_ole = first_day_ole - date_table.wday + 1;
    return math.floor(time_ole - first_day_ole / 7);
end

function Timestamp(year, month, day, hour, minute, second, tz)
    local date = {};
    date.month = month;
    date.day = day;
    date.year = year;
    date.hour = hour;
    date.min = minute;
    date.sec = second;
    return core.tableToDate(date);
end

function BarSizeInMS(barSize)
    local s, e = core.getcandle(barSize, core.now(), 0, 0)
    return (e - s) * 86400000;
end

function NumberToBool(n)
    return n ~= nil and n ~= 0;
end

function GetTrueRange(source, period)
    if period == 0 then
        return nil;
    end
    local num1 = math.abs(source.high[period] - source.low[period]);
    local num2 = math.abs(source.high[period] - source.close[period - 1]);
    local num3 = math.abs(source.close[period - 1] - source.low[period]);
    return math.max(num1, num2, num3);
end
Graphics = {};
Graphics.NextId = 1;
Graphics.Pens = {};
Graphics.Brushes = {};
Graphics.Fonts = {};
function Graphics:FindPen(width, color, style, context)
    if color == nil then
        return -1;
    end
    for i, pen in ipairs(Graphics.Pens) do
        if pen.Width == width and pen.Color == color then
            context:createPen(pen.Id, context:convertPenStyle(style), width, color);
            return pen.Id;
        end
    end
    local newPen = {};
    newPen.Id = Graphics.NextId;
    newPen.Width = width;
    newPen.Color = color;

    context:createPen(newPen.Id, context:convertPenStyle(style), width, color);
    Graphics.NextId = Graphics.NextId + 1;
    Graphics.Pens[#Graphics.Pens + 1] = newPen;
    return newPen.Id;
end
function Graphics:FindBrush(color, context)
    if color == nil then
        return -1;
    end
    for i, brush in ipairs(Graphics.Brushes) do
        if brush.Color == color then
            context:createSolidBrush(brush.Id, color)
            return brush.Id;
        end
    end
    local newBrush = {};
    newBrush.Id = Graphics.NextId;
    newBrush.Color = color;
    context:createSolidBrush(newBrush.Id, color)
    Graphics.NextId = Graphics.NextId + 1;
    Graphics.Brushes[#Graphics.Brushes + 1] = newBrush;
    return newBrush.Id;
end
function Graphics:FindFont(font, xSize, ySize, corner, context)
    for i, font in ipairs(self.Fonts) do
        if font.xSize == xSize and font.Name == font then
            return font.Id;
        end
    end
    local newFont = {};
    newFont.Id = Graphics.NextId;
    newFont.xSize = xSize;
    newFont.Name = font;
    context:createFont(newFont.Id, font, 0, xSize, context.LEFT);
    Graphics.NextId = Graphics.NextId + 1;
    Graphics.Fonts[#Graphics.Fonts + 1] = newFont;
    return newFont.Id;
end
function Graphics:SplitColorAndTransparency(clr)
    if clr == nil then
        return nil, nil;
    end
    local transparency = (math.floor(clr / 16777216) % 255);
    local color = clr - transparency * 16777216;
    return color, transparency;
end
function Graphics:GetColor(clr)
    local color, transparency = self:SplitColorAndTransparency(clr);
    return color;
end
function Graphics:GetTransparency(clr)
    local color, transparency = self:SplitColorAndTransparency(clr);
    return transparency;
end
function Graphics:GetTransparencyPercent(clr)
    local color, transparency = self:SplitColorAndTransparency(clr);
    return math.floor(transparency * 100.0 / 255.0 + 0.5);
end
function Graphics:AddTransparency(clr, transp)
    if clr == nil then
        return nil;
    end
    color, _ = Graphics:SplitColorAndTransparency(clr);
    return color + math.floor(transp / 100 * 255) * 16777216;
end
Array = {};
function Array:Enum(array)
    if array == nil then
        return {};
    end
    return array.arr;
end
function Array:Clear(array)
    if array == nil then
        return;
    end
    array:Clear();
end
function Array:Copy(array)
    if array == nil then
        return;
    end
    return array:Copy();
end
function Array:Get(array, index)
    if array == nil then
        return;
    end
    return array:Get(index);
end
function Array:Join(array, separator)
    if array == nil then
        return;
    end
    return array:Join(separator);
end
function Array:Reverse(array)
    if array == nil then
        return;
    end
    return array:Reverse();
end
function Array:Remove(array, index)
    if array == nil then
        return;
    end
    return array:Remove(index);
end
function Array:Max(array)
    local maxVal = array:Get(0);
    for i = 1, array:Size() - 1 do
        local val = array:Get(i);
        if maxVal == nil or (val ~= nil and maxVal < val) then
            maxVal = val;
        end
    end
    return maxVal;
end
function Array:Min(array)
    local minVal = array:Get(0);
    for i = 1, array:Size() - 1 do
        local val = array:Get(i);
        if minVal == nil or (val ~= nil and minVal > val) then
            minVal = val;
        end
    end
    return minVal;
end
function Array:Pop(array)
    if array == nil then
        return nil;
    end
    return array:Pop();
end
function Array:Set(array, index, value)
    if array == nil then
        return;
    end
    array:Set(index, value);
end
function Array:Fill(array, value, from, to)
    if array == nil then
        return;
    end
    array:Fill(value, from, to);
end
function Array:IndexOf(array, value)
    if array == nil then
        return -1;
    end
    return array:IndexOf(value);
end
function Array:NewArray(size, initialValue)
    local newArray = {};
    newArray.arr = {};
    newArray.size = size;
    for i = 1, size, 1 do
        newArray.arr[i] = initialValue;
    end
    function newArray:Push(item) self.size = self.size + 1; self.arr[#self.arr + 1] = item; end
    function newArray:Get(index) return self.arr[index + 1]; end
    function newArray:Set(index, value) self.arr[index + 1] = value; end
    function newArray:Max() return Array:Max(self); end
    function newArray:Min() return Array:Min(self); end
    function newArray:Size() return self.size; end
    function newArray:Clear()
        self.arr = {};
        self.size = 0;
    end
    function newArray:Pop()
        local lastVal = self.arr[self.size];
        table.remove(self.arr, self.size);
        self.size = self.size - 1;
        return lastVal;
    end
    function newArray:Fill(value, from, to)
        if to == nil then
            to = self.size - 1;
        end
        for i = from, to, 1 do
            self.arr[i + 1] = value;
        end
    end
    function newArray:IndexOf(value)
        for i, v in ipairs(self.arr) do
            if v == value then
                return i;
            end
        end
        return -1;
    end
    function newArray:Sum()
        local sum = 0;
        for i, v in ipairs(self.arr) do
            sum = sum + v;
        end
        return sum;
    end
    function newArray:Copy()
        local arrayCopy = Array:NewArray(self.size, nil);
        for i = 1, self.size, 1 do
            arrayCopy.arr[i] = self.arr[i];
        end
        return arrayCopy;
    end
    function newArray:Reverse()
        local half = math.floor(self.size / 2);
        for i = 1, half, 1 do
            local swapped = self.arr[self.size - i + 1];
            self.arr[self.size - i + 1] = self.arr[i];
            self.arr[i] = swapped;
        end
    end
    function newArray:Unshift(value)
        local nextValue = value;
        for i = 1, self.size, 1 do
            local current = self.arr[i];
            self.arr[i] = nextValue;
            nextValue = current;
        end
        self.arr[self.size + 1] = nextValue;
        self.size = self.size + 1;
    end
    function newArray:Join(separator)
        if self.size == 0 then
            return "";
        end
        local str = tostring(self.arr[1]);
        for i = 2, self.size, 1 do
            if self.arr[i] ~= nil then
                str = str .. separator .. tostring(self.arr[i]);
            end
        end
        return str;
    end
    function newArray:Shift()
        local value = self.arr[1];
        table.remove(self.arr, 1);
        self.size = self.size - 1;
        return value;
    end
    function newArray:Remove(index)
        local value = self.arr[index];
        table.remove(self.arr, index);
        self.size = self.size - 1;
        return value;
    end
    function newArray:Slice(from, to)
        local slice = {};
        slice.Parent = self;
        slice.From = from;
        slice.To = to;
        function slice:Get(index)
            return self.Parent:Get(index + self.From);
        end
        function slice:Size()
            return self.To - self.From;
        end
        function slice:Max()
            return Array:Max(self);
        end
        function slice:Min()
            return Array:Min(self);
        end
        return slice;
    end
    return newArray;
end
function Array:NewLine(size, initialValue)
    return Array:NewArray(size, initialValue);
end
function Array:NewInt(size, initialValue)
    return Array:NewArray(size, initialValue);
end
function Array:NewFloat(size, initialValue)
    return Array:NewArray(size, initialValue);
end
function Array:NewLabel(size, initialValue)
    return Array:NewArray(size, initialValue);
end
function Array:NewString(size, initialValue)
    return Array:NewArray(size, initialValue);
end
function Array:NewBox(size, initialValue)
    return Array:NewArray(size, initialValue);
end
function CreateIsFirst()
    local is_first = {};
    is_first.first = true;
    function is_first:IsFirst()
        local val = self.first;
        self.first = false;
        return val;
    end
    function is_first:Clear()
        self.first = true;
    end
    return is_first;
end
Line = {};
Line.AllLines = {};
function Line:GetAll()
    local array = {};
    array.arr = Line.AllLines;
    return array;
end
function Line:Clear()
    Line.AllLines = {};
end
function Line:Prepare(max_lines_count)
    Line.max_lines_count = max_lines_count;
end
function Line:SetXY1(line, x, y)
    if line == nil then
        return;
    end
    line:SetXY1(x, y);
end
function Line:SetXY2(line, x, y)
    if line == nil then
        return;
    end
    line:SetXY2(x, y);
end
function Line:SetX1(line, x)
    if line == nil then
        return;
    end
    line:SetX1(x);
end
function Line:SetX2(line, x)
    if line == nil then
        return;
    end
    line:SetX2(x);
end
function Line:SetY1(line, y)
    if line == nil then
        return;
    end
    line:SetY1(y);
end
function Line:SetY2(line, y)
    if line == nil then
        return;
    end
    line:SetY2(y);
end
function Line:GetX1(line)
    if line == nil then
        return;
    end
    return line:GetX1();
end
function Line:GetX2(line)
    if line == nil then
        return;
    end
    return line:GetX2();
end
function Line:GetY1(line)
    if line == nil then
        return;
    end
    return line:GetY1();
end
function Line:GetY2(line)
    if line == nil then
        return;
    end
    return line:GetY2();
end
function Line:SetColor(line, clr)
    if line == nil then
        return;
    end
    line:SetColor(clr);
end
function Line:SetWidth(line, width)
    if line == nil then
        return;
    end
    line:SetWidth(width);
end
function Line:SetStyle(line, style)
    if line == nil then
        return;
    end
    line:SetStyle(style);
end
function Line:SetExtend(line, extend)
    if line == nil then
        return;
    end
    line:SetExtend(extend);
end
function Line:SetXLoc(line, x1, x2, xloc)
    if line == nil then
        return;
    end
    line:SetXLoc(x1, x2, xloc);
end
function Line:New(x1, y1, x2, y2)
    local newLine = {};
    newLine.X1 = x1;
    newLine.Y1 = y1;
    newLine.X2 = x2;
    newLine.Y2 = y2;
    function newLine:SetXY1(x, y)
        self.X1 = x;
        self.Y1 = y;
        return self;
    end
    function newLine:SetXY2(x, y)
        self.X2 = x;
        self.Y2 = y;
        return self;
    end
    function newLine:SetX1(x)
        self.X1 = x;
        return self;
    end
    function newLine:SetX2(x)
        self.X2 = x;
        return self;
    end
    newLine.XLoc = "bar_index";
    function newLine:SetXLoc(x1, x2, xloc)
        newLine.X1 = x1;
        newLine.X2 = x2;
        newLine.XLoc = xloc;
        return self;
    end
    function newLine:SetY1(y)
        self.Y1 = y;
        return self;
    end
    function newLine:SetY2(y)
        self.Y2 = y;
        return self;
    end
    function newLine:GetX1()
        return self.X1;
    end
    function newLine:GetX2()
        return self.X2;
    end
    function newLine:GetY1()
        return self.Y1;
    end
    function newLine:GetY2()
        return self.Y2;
    end
    newLine.Color = core.colors().Blue;
    function newLine:SetColor(clr)
        self.ColorTransparency = (math.floor(clr / 16777216) % 255);
        self.Color = clr - self.ColorTransparency * 16777216;
        self.PenId = nil;
        return self;
    end
    newLine.Width = 1;
    function newLine:SetWidth(width)
        self.Width = width;
        self.PenId = nil;
        return self;
    end
    newLine.Extend = "none";
    function newLine:SetExtend(extend)
        self.Extend = extend;
        return self;
    end
    newLine.Style = "solid";
    function newLine:SetStyle(style)
        self.Style = style;
        self.PenId = nil;
        return self;
    end
    function newLine:getStyleForContext()
        if self.Style == "solid" or self.Style == "arrow_left" or self.Style == "arrow_both" or self.Style == "arrow_right" then
            return core.LINE_SOLID;
        elseif self.Style == "dotted" then
            return core.LINE_DOT;
        elseif self.Style == "dashed" then
            return core.LINE_DASH;
        end
        return core.LINE_SOLID;
    end
    function newLine:converXToPoints(context, x)
        if self.XLoc == "bar_time" then
            return context:positionOfDate(x / 86400000);
        end
        local _, x1 = context:positionOfBar(x);
        return x1;
    end
    function newLine:Draw(stage, context)
        if self.Y1 == nil or self.Y2 == nil or self.X1 == nil or self.X2 == nil then
            return;
        end
        if self.PenId == nil then
            self.PenId = Graphics:FindPen(self.Width, self.Color, self:getStyleForContext(), context);
        end
        local x1 = self:converXToPoints(context, self.X1);
        local x2 = self:converXToPoints(context, self.X2);
        local _, y1 = context:pointOfPrice(self.Y1);
        local _, y2 = context:pointOfPrice(self.Y2);
        context:drawLine(self.PenId, x1, y1, x2, y2, self.ColorTransparency);
        if self.Extend == "right" or self.Extend == "both" then
            local a, c = math2d.lineEquation(x1, y1, x2, y2);
            local y3 = a * context:right() + c;
            context:drawLine(self.PenId, x2, y2, context:right(), y3, self.ColorTransparency);
        end
        if self.Extend == "left" or self.Extend == "both" then
            local a, c = math2d.lineEquation(x1, y1, x2, y2);
            local y3 = a * context:left() + c;
            context:drawLine(self.PenId, x1, y1, context:left(), y3, self.ColorTransparency);
        end
    end
    self.AllLines[#self.AllLines + 1] = newLine;
    if #self.AllLines > self.max_lines_count then
        table.remove(self.AllLines, 1);
    end
    return newLine;
end
function Line:Delete(line)
    for i = 1, #self.AllLines do
        if self.AllLines[i] == line then
            table.remove(self.AllLines, i);
            return;
        end
    end
end
function Line:Draw(stage, context)
    if stage ~= 2 then
        return;
    end
    for i, value in ipairs(self.AllLines) do
        value:Draw(stage, context);
    end
end
function SafeMinus(left, right)
    if left == nil or right == nil then
        return nil;
    end
    return left - right;
end
function SafeMultiply(left, right)
    if left == nil or right == nil then
        return nil;
    end
    return left * right;
end
function SafePlus(left, right)
    if left == nil or right == nil then
        return nil;
    end
    return left + right;
end
function SafeConcat(left, right)
    if left == nil then
        return right;
    end
    if right == nil then
        return left;
    end
    return left .. right;
end
function SafeDivide(left, right)
    if left == nil or right == nil or right == 0 then
        return nil;
    end
    return left / right;
end
function SafeGreater(left, right)
    if left == nil or right == nil then
        return nil;
    end
    return left > right;
end
function SafeGE(left, right)
    if left == nil or right == nil then
        return nil;
    end
    return left >= right;
end
function SafeLess(left, right)
    if left == nil or right == nil then
        return nil;
    end
    return left < right;
end
function SafeLE(left, right)
    if left == nil or right == nil then
        return nil;
    end
    return left <= right;
end
function SafeMax(left, right)
    if left == nil or right == nil then
        return nil;
    end
    return math.max(left, right);
end
function SafeMin(left, right)
    if left == nil or right == nil then
        return nil;
    end
    return math.min(left, right);
end
function SafeAbs(value)
    if value == nil then
        return nil;
    end
    return math.abs(value);
end
function SafeNegative(left)
    if left == nil then
        return nil;
    end
    return -left;
end
function SafeSetBool(stream, period, value)
    if value == nil then
        stream:setNoData(period);
        return;
    end
    stream[period] = value and 1 or 0;
end
function SafeGetBool(stream, period)
    if not stream:hasData(period) then
        return nil;
    end
    return stream[period] == 1;
end
function SafeSetFloat(stream, period, value)
    if value == nil then
        stream:setNoData(period);
        return;
    end
    stream[period] = value;
end
function SafeGetFloat(stream, period)
    if not stream:hasData(period) then
        return nil;
    end
    return stream[period];
end
function Float(number)
    return number and number or nil;
end
function Int(number)
    return number and number or nil;
end
function Color(color)
    return color and color or nil;
end
function ToLine(line)
    return line;
end
function Round(num, idp)
    if num == nil then
        return nil;
    end
    if idp and idp > 0 then
        local mult = 10 ^ idp
        return math.floor(num * mult + 0.5) / mult
    end
    return math.floor(num + 0.5)
end
function Nz(value, defaultValue)
    if defaultValue == nil then
        defaultValue = 0;
    end
    return value and value or defaultValue;
end
function Triary(condition, trueValue, falseValue)
    if condition == nil or condition == false then
        return falseValue;
    end
    return trueValue;
end

Box = {};
Box.AllBoxs = {};
Box.AllSeries = {};
function Box:Clear()
    Box.AllBoxs = {};
    Box.AllSeries = {};
end
function Box:SetLeftTop(box, left, top)
    if box == nil then
        return;
    end
    core.host:trace("L" .. tostring(left));
    box:SetLeft(left);
    box:SetTop(top);
end
function Box:SetRightBottom(box, right, bottom)
    if box == nil then
        return;
    end
    core.host:trace("L" .. tostring(right));
    box:SetRight(right);
    box:SetBottom(bottom);
end
function Box:SetRight(box, right)
    if box == nil then
        return;
    end
    box:SetRight(right);
end
function Box:SetTop(box, top)
    if box == nil then
        return;
    end
    box:SetTop(top);
end
function Box:SetBottom(box, bottom)
    if box == nil then
        return;
    end
    box:SetBottom(bottom);
end
function Box:SetLeft(box, left)
    if box == nil then
        return;
    end
    box:SetLeft(left);
end
function Box:GetBottom(box)
    if box == nil then
        return nil;
    end
    return box:GetBottom();
end
function Box:GetTop(box)
    if box == nil then
        return nil;
    end
    return box:GetTop();
end
function Box:GetLeft(box)
    if box == nil then
        return nil;
    end
    return box:GetLeft();
end
function Box:GetRight(box)
    if box == nil then
        return nil;
    end
    return box:GetRight();
end
function Box:SetText(box, text)
    if box == nil then
        return;
    end
    box:SetText(text);
end
function Box:SetTextColor(box, text_color)
    if box == nil then
        return;
    end
    box:SetTextColor(text_color);
end
function Box:SetTextHAlign(box, text_halign)
    if box == nil then
        return;
    end
    box:SetTextHAlign(text_halign);
end
function Box:SetTextSize(box, text_size)
    if box == nil then
        return;
    end
    box:SetTextSize(text_size);
end
function Box:SetBorderStyle(box, style)
    if box == nil then
        return;
    end
    box:SetBorderStyle(style);
end
function Box:New(id, seriesId, left, top, right, bottom)
    local newBox = {};
    newBox.SeriesId = seriesId;
    newBox.Left = left;
    function newBox:SetLeft(left)
        self.Left = left;
        return self;
    end
    function newBox:GetLeft()
        return self.Left;
    end
    newBox.Top = top;
    function newBox:SetTop(top)
        self.Top = top;
        return self;
    end
    function newBox:GetTop()
        return self.Top;
    end
    newBox.Right = right;
    function newBox:SetRight(right)
        self.Right = right;
        return self;
    end
    function newBox:GetRight()
        return self.Right;
    end
    newBox.Bottom = bottom;
    function newBox:SetBottom(bottom)
        self.Bottom = bottom;
        return self;
    end
    function newBox:GetBottom()
        return self.Bottom;
    end
    newBox.BorderWidth = 1;
    newBox.BgColor = core.colors().Blue;
    function newBox:SetBgColor(clr)
        color, transparency = Graphics:SplitColorAndTransparency(clr);
        self.BgColorTransparency = transparency;
        self.BgColor = color;
        self.BrushId = nil;
        return self;
    end
    newBox.BorderColor = core.colors().Blue;
    function newBox:SetBorderColor(clr)
        color, transparency = Graphics:SplitColorAndTransparency(clr);
        self.BorderColor_transparency = transparency;
        self.BorderColor = color;
        self.PenId = nil;
        return self;
    end
    newBox.BorderStyle = "solid";
    newBox.BorderStyleIndicore = core.LINE_SOLID;
    function newBox:SetBorderStyle(style)
        self.BorderStyle = style;
        if style == "solid" or style == "arrow_right" or style == "arrow_left" or style == "arrow_both" then
            newBox.BorderStyleIndicore = core.LINE_SOLID;
        elseif style == "dotted" then
            newBox.BorderStyleIndicore = core.LINE_DOT;
        elseif style == "dashed" then
            newBox.BorderStyleIndicore = core.LINE_DASH;
        end
        self.PenId = nil;
        return self;
    end
    newBox.Text = nil;
    function newBox:SetText(text)
        self.Text = text;
        return self;
    end
    newBox.TextColor = nil;
    function newBox:SetTextColor(text_color)
        self.TextColor = text_color;
        return self;
    end
    newBox.TextHAlign = nil;
    function newBox:SetTextHAlign(text_halign)
        self.TextHAlign = text_halign;
        return self;
    end
    newBox.TextSize = nil;
    function newBox:SetTextSize(text_size)
        self.TextSize = text_size;
        return self;
    end
    function newBox:getCoordinates(context, x, y, W, H)
        return x - W / 2, y - H / 2, x + W / 2, y + H / 2;
    end
    function newBox:Draw(stage, context)
        if self.Top == nil or self.Left == nil or self.Bottom == nil or self.Right == nil then
            return;
        end
        if self.PenId == nil then
            self.PenId = Graphics:FindPen(self.BorderWidth, self.BorderColor, self.BorderStyleIndicore, context);
        end
        if self.BrushId == nil then
            self.BrushId = Graphics:FindBrush(self.BgColor, context);
        end
        _, y1 = context:pointOfPrice(self.Top);
        _, x1 = context:positionOfBar(self.Left);
        _, y2 = context:pointOfPrice(self.Bottom);
        _, x2 = context:positionOfBar(self.Right);
        context:drawRectangle(self.PenId, self.BrushId, x1, y1, x2, y2, self.BgColorTransparency)
        context:drawRectangle(self.PenId, -1, x1, y1, x2, y2)
        if self.Text ~= nil and self.Text ~= "" then
            if self.FontId == nil then
                self.FontId = Graphics:FindFont("Arial", 10, 0, context.LEFT, context);
            end
            local W, H = context:measureText(self.FontId, self.Text, context.LEFT);
            local x_from, y_from, x_to, y_to = self:getCoordinates(context, (x1 + x2) / 2, (y1 + y2) / 2, W, H);
            context:drawText(self.FontId, self.Text, self.TextColor, -1, x_from, y_from, x_to, y_to, 0);
        end
    end
    function newBox:Get(index)
        return Box.AllSeries[self.SeriesId][index + 1];
    end
    self.AllBoxs[id .. "_" .. seriesId] = newBox;
    if self.AllSeries[seriesId] == nil then
        self.AllSeries[seriesId] = {};
    end
    table.insert(self.AllSeries[seriesId], 1, newBox);
    return newBox;
end
function Box:Delete(box)
    if box == nil then
        return;
    end
    self:removeFromAllBoxes(box);
    self:removeFromSeries(box);
end
function Box:removeFromSeries(box)
    for i = 1, #self.AllSeries[box.SeriesId] do
        if self.AllSeries[box.SeriesId][i] == box then
            table.remove(self.AllSeries[box.SeriesId], i);
            return;
        end
    end
end
function Box:removeFromAllBoxes(box)
    for key, value in pairs(self.AllBoxs) do
        if value == box then
            self.AllBoxs[key] = nil;
            return;
        end
    end
end
function Box:Draw(stage, context)
    if stage ~= 2 then
        return;
    end
    for id, Box in pairs(self.AllBoxs) do
        Box:Draw(stage, context);
    end
end
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--+------------------------------------------------------------------------------------------------+
--|  Cryptocurrency  |  Network                    |  Address                                      |
--+------------------------------------------------+-----------------------------------------------+
--|  USDT            |  ERC20 (ETH Ethereum)       |  0xe53aab6bc468a963a02d1319660ee60cf80fc8e7   | 
--|  USDT            |  TRC20 (Tron)               |  TTBXsfuPm2rk36AkdemY7muNXGjyziC86g           |
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--|  USDT            |  SOL Solana                 |  3nh5rpUKopcYLNU4zGCdUFAkM3iRQq8VVUmuzVG6VDf2 |
--|  USDT            |  ARBITRUM Arbitrum One      |  0xe53aab6bc468a963a02d1319660ee60cf80fc8e7   |
--+------------------------------------------------+-----------------------------------------------+