{ "cells": [ { "cell_type": "code", "execution_count": 21, "id": "dec8c981-59f5-4025-b716-6615955c76ad", "metadata": {}, "outputs": [ { "data": { "application/vnd.plotly.v1+json": { "config": { "plotlyServerURL": "https://plot.ly" }, "data": [ { "close": { "bdata": 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UsUDJdr6fOhKxQOF6FK7nH7FAUI2XbvIgsUCoxks3KSCxQD81XrqJHrFAsp3vp8YhsUACK4cWuSSxQGiR7XwfJrFAiUFg5fAmsUA3iUFgJSixQFYOLbL9KrFABoGVQ6sssUBt5/upcS2xQN9PjZcOLLFAexSuR+EwsUCoxks3qTOxQBKDwMqBNbFA5/up8ZI5sUBCYOXQ4jaxQC2yne8HNbFADAIrh1Y1sUD0/dR4iTmxQLx0kxjkQ7FAtvP91FhEsUB3vp8ar0CxQH0/NV46QrFAvp8aL11AsUAUrkfhuj6xQCPb+X5qPbFAO99Pjfc+sUD0/dR4KTuxQBKDwMpBPbFADAIrh/Y9sUArhxbZzj2xQEjhehTuPrFAMzMzM/M/sUAlBoGVYz6xQOF6FK6nO7FAYOXQIps7sUDy0k1i0DmxQIlBYOWQOrFAnMQgsLI7sUBGtvP9FDuxQESLbOdbPbFAnMQgsFI8sUCsHFpkuzqxQH0/NV7aP7FATmIQWBlLsUAtsp3vh0uxQHNoke2cSrFAukkMAgtLsUBiEFg5VEuxQHsUrkchTbFAWDm0yLZKsUBeukkMYk2xQKabxCCQR7FADAIrh/ZDsUBWDi2y/UuxQOOlm8SAU7FA5dAi2xlWsUD0/dR4iVixQM3MzMxMWrFAnu+nxgtXsUC4HoXrsVmxQEw3iUEAWrFAAiuHFrlVsUC6SQwC61axQBkEVg4NV7FAKVyPwpVWsUDb+X5qXFWxQClcj8K1VLFAmpmZmflTsUA1XrpJLFGxQM3MzMwMUrFAtvP91NhRsUA3iUFgpVaxQFyPwvWoVrFAyXa+n3pTsUBeukkMYlexQPYoXI+iW7FAPzVeuilhsUCcxCCwMmGxQD0K16MwXrFArBxaZDtnsUACK4cWmWuxQJMYBFYOa7FAZmZmZsZtsUBYObTI1nKxQA==", 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", 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" }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import MetaTrader5 as mt5\n", "import pandas as pd\n", "import pytz\n", "from datetime import datetime, timedelta\n", "from plotly.subplots import make_subplots\n", "import plotly.graph_objects as go\n", "import numpy as np\n", "\n", "# -------------------------------------------------\n", "# PARAMETERS\n", "# -------------------------------------------------\n", "symbol = \"XAUUSDc\"\n", "timeframe = mt5.TIMEFRAME_M15 # can be any MT5 timeframe\n", "lookback_days = 10 # number of days to look back\n", "delay_days = 1 # adjustable delay (days back from today)\n", "utc_timezone = pytz.UTC\n", "\n", "# -------------------------------------------------\n", "# HELPER: Convert MT5 timeframe to timedelta\n", "# -------------------------------------------------\n", "def timeframe_to_timedelta(tf):\n", " mapping = {\n", " mt5.TIMEFRAME_M1: timedelta(minutes=1),\n", " mt5.TIMEFRAME_M2: timedelta(minutes=2),\n", " mt5.TIMEFRAME_M3: timedelta(minutes=3),\n", " mt5.TIMEFRAME_M4: timedelta(minutes=4),\n", " mt5.TIMEFRAME_M5: timedelta(minutes=5),\n", " mt5.TIMEFRAME_M6: timedelta(minutes=6),\n", " mt5.TIMEFRAME_M10: timedelta(minutes=10),\n", " mt5.TIMEFRAME_M12: timedelta(minutes=12),\n", " mt5.TIMEFRAME_M15: timedelta(minutes=15),\n", " mt5.TIMEFRAME_M20: timedelta(minutes=20),\n", " mt5.TIMEFRAME_M30: timedelta(minutes=30),\n", " mt5.TIMEFRAME_H1: timedelta(hours=1),\n", " mt5.TIMEFRAME_H2: timedelta(hours=2),\n", " mt5.TIMEFRAME_H3: timedelta(hours=3),\n", " mt5.TIMEFRAME_H4: timedelta(hours=4),\n", " mt5.TIMEFRAME_H6: timedelta(hours=6),\n", " mt5.TIMEFRAME_H8: timedelta(hours=8),\n", " mt5.TIMEFRAME_H12: timedelta(hours=12),\n", " mt5.TIMEFRAME_D1: timedelta(days=1),\n", " mt5.TIMEFRAME_W1: timedelta(weeks=1),\n", " mt5.TIMEFRAME_MN1: timedelta(days=30),\n", " }\n", " return mapping.get(tf, timedelta(hours=1)) # default 1 hour\n", "\n", "# -------------------------------------------------\n", "# INITIALIZE MT5\n", "# -------------------------------------------------\n", "if not mt5.initialize():\n", " raise RuntimeError(f\"MT5 initialization failed: {mt5.last_error()}\")\n", "\n", "if not mt5.symbol_select(symbol, True):\n", " mt5.shutdown()\n", " raise RuntimeError(f\"Symbol not available: {symbol}\")\n", "\n", "# -------------------------------------------------\n", "# FETCH DATA RANGE WITH DELAY\n", "# -------------------------------------------------\n", "utc_now = datetime.now(utc_timezone).replace(hour=0, minute=0, second=0, microsecond=0)\n", "utc_now -= timedelta(days=delay_days) # shift to yesterday or adjustable delay\n", "utc_from = utc_now - timedelta(days=lookback_days) # lookback window\n", "\n", "rates = mt5.copy_rates_range(symbol, timeframe, utc_from, utc_now)\n", "mt5.shutdown()\n", "\n", "if rates is None or len(rates) == 0:\n", " raise RuntimeError(\"No data returned from MT5\")\n", "\n", "df = pd.DataFrame(rates)\n", "df[\"time\"] = pd.to_datetime(df[\"time\"], unit=\"s\", utc=True)\n", "df.set_index(\"time\", inplace=True)\n", "df.sort_index(inplace=True)\n", "\n", "# -------------------------------------------------\n", "# DETECT TRADING SESSIONS\n", "# -------------------------------------------------\n", "candle_delta = timeframe_to_timedelta(timeframe)\n", "df[\"gap\"] = df.index.to_series().diff() > candle_delta\n", "df[\"session\"] = df[\"gap\"].cumsum()\n", "\n", "trading_sessions = []\n", "non_trading_gaps = []\n", "\n", "# Trading sessions: consecutive candles\n", "for session_id, group in df.groupby(\"session\"):\n", " trading_sessions.append({\n", " \"x0\": group.index.min(),\n", " \"x1\": group.index.max() + candle_delta, # include last candle\n", " \"y0\": group[\"low\"].min(),\n", " \"y1\": group[\"high\"].max(),\n", " \"df\": group # store session dataframe for POC calculation\n", " })\n", "\n", "# Non-trading gaps between sessions\n", "for i in range(len(trading_sessions) - 1):\n", " gap_start = trading_sessions[i][\"x1\"]\n", " gap_end = trading_sessions[i + 1][\"x0\"]\n", " if gap_start < gap_end:\n", " non_trading_gaps.append({\n", " \"x0\": gap_start,\n", " \"x1\": gap_end,\n", " \"y0\": min(trading_sessions[i][\"y0\"], trading_sessions[i+1][\"y0\"]),\n", " \"y1\": max(trading_sessions[i][\"y1\"], trading_sessions[i+1][\"y1\"])\n", " })\n", "\n", "# Gaps before first session and after last session\n", "first_candle = trading_sessions[0]\n", "last_candle = trading_sessions[-1]\n", "day_start = datetime.combine(first_candle[\"x0\"].date(), datetime.min.time()).replace(tzinfo=utc_timezone)\n", "day_end = datetime.combine(last_candle[\"x1\"].date(), datetime.max.time()).replace(tzinfo=utc_timezone)\n", "\n", "if day_start < first_candle[\"x0\"]:\n", " non_trading_gaps.insert(0, {\"x0\": day_start, \"x1\": first_candle[\"x0\"], \"y0\": first_candle[\"y0\"], \"y1\": first_candle[\"y1\"]})\n", "if last_candle[\"x1\"] < day_end:\n", " non_trading_gaps.append({\"x0\": last_candle[\"x1\"], \"x1\": day_end, \"y0\": last_candle[\"y0\"], \"y1\": last_candle[\"y1\"]})\n", "\n", "# -------------------------------------------------\n", "# PLOTLY FIGURE\n", "# -------------------------------------------------\n", "fig = make_subplots(\n", " rows=2,\n", " cols=1,\n", " shared_xaxes=True,\n", " vertical_spacing=0.03,\n", " row_heights=[0.75, 0.25],\n", " subplot_titles=(f\"{symbol} {timeframe} Candles\", \"Tick Volume\")\n", ")\n", "\n", "# Candlesticks\n", "fig.add_trace(\n", " go.Candlestick(\n", " x=df.index,\n", " open=df[\"open\"],\n", " high=df[\"high\"],\n", " low=df[\"low\"],\n", " close=df[\"close\"],\n", " name=symbol\n", " ),\n", " row=1,\n", " col=1\n", ")\n", "\n", "# Tick volume\n", "fig.add_trace(\n", " go.Bar(\n", " x=df.index,\n", " y=df[\"tick_volume\"],\n", " name=\"Tick Volume\"\n", " ),\n", " row=2,\n", " col=1\n", ")\n", "\n", "# Trading sessions (green rectangles)\n", "for session in trading_sessions:\n", " fig.add_shape(\n", " type=\"rect\",\n", " x0=session[\"x0\"],\n", " x1=session[\"x1\"],\n", " y0=session[\"y0\"],\n", " y1=session[\"y1\"],\n", " line=dict(color=\"green\", width=1),\n", " fillcolor=\"green\",\n", " opacity=0.05,\n", " layer=\"below\"\n", " )\n", "\n", "# Non-trading gaps (red rectangles)\n", "for gap in non_trading_gaps:\n", " fig.add_shape(\n", " type=\"rect\",\n", " x0=gap[\"x0\"],\n", " x1=gap[\"x1\"],\n", " y0=gap[\"y0\"],\n", " y1=gap[\"y1\"],\n", " line=dict(color=\"red\", width=1),\n", " fillcolor=\"red\",\n", " opacity=0.05,\n", " layer=\"below\"\n", " )\n", "\n", "# -------------------------------------------------\n", "# VERTICAL LINES: session start, session end, 0:00 UTC (all panes)\n", "# -------------------------------------------------\n", "for session in trading_sessions:\n", " session_start = session[\"x0\"]\n", " session_end = session[\"x1\"]\n", " day_midnight = datetime.combine(session_start.date(), datetime.min.time()).replace(tzinfo=utc_timezone)\n", "\n", " fig.add_vline(x=day_midnight, line=dict(color=\"blue\", width=1, dash=\"dot\"), row=\"all\", col=1)\n", " fig.add_vline(x=session_start, line=dict(color=\"green\", width=1, dash=\"solid\"), row=\"all\", col=1)\n", " fig.add_vline(x=session_end, line=dict(color=\"red\", width=1, dash=\"dot\"), row=\"all\", col=1)\n", "\n", "# -------------------------------------------------\n", "# DEVELOPING POC (Point of Control)\n", "# -------------------------------------------------\n", "for session in trading_sessions:\n", " sess_df = session[\"df\"]\n", " poc_prices = [] # track developing POC\n", " poc_times = []\n", "\n", " # Compute cumulative tick volume per price level\n", " cumulative_volume = {}\n", " for idx, row in sess_df.iterrows():\n", " # approximate POC using candle high-low with tick volume distributed evenly\n", " price_levels = np.linspace(row[\"low\"], row[\"high\"], num=10) # 10 levels per candle\n", " vol_per_level = row[\"tick_volume\"] / len(price_levels)\n", " for price in price_levels:\n", " cumulative_volume[price] = cumulative_volume.get(price, 0) + vol_per_level\n", " # find current POC\n", " poc_price = max(cumulative_volume, key=cumulative_volume.get)\n", " poc_prices.append(poc_price)\n", " poc_times.append(idx)\n", "\n", " # Plot developing POC as line\n", " fig.add_trace(\n", " go.Scatter(\n", " x=poc_times,\n", " y=poc_prices,\n", " mode=\"lines\",\n", " line=dict(color=\"purple\", width=2),\n", " name=f\"POC Session {session['x0'].date()}\"\n", " ),\n", " row=1,\n", " col=1\n", " )\n", "\n", "# -------------------------------------------------\n", "# LAYOUT\n", "# -------------------------------------------------\n", "fig.update_layout(\n", " title=f\"{symbol} {timeframe} – Trading vs Non-Trading Ranges with POC (Delay: {delay_days} days)\",\n", " height=900,\n", " xaxis_rangeslider_visible=False,\n", " showlegend=True,\n", " template=\"plotly_white\"\n", ")\n", "\n", "fig.show()\n" ] }, { "cell_type": "code", "execution_count": 3, "id": "c97a77de-d15e-47ec-a171-8fc2d11cd021", "metadata": {}, "outputs": [ { "data": { "application/vnd.plotly.v1+json": { "config": { "plotlyServerURL": "https://plot.ly" }, "data": [ { "close": { "bdata": 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" }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import MetaTrader5 as mt5\n", "import pandas as pd\n", "import pytz\n", "from datetime import datetime, timedelta\n", "from plotly.subplots import make_subplots\n", "import plotly.graph_objects as go\n", "import numpy as np\n", "\n", "# -------------------------------------------------\n", "# PARAMETERS\n", "# -------------------------------------------------\n", "symbol = \"XAUUSDc\"\n", "timeframe = mt5.TIMEFRAME_M15 # any MT5 timeframe\n", "lookback_days = 10 # number of days to look back\n", "delay_days = 1 # adjustable delay (days back from today)\n", "utc_timezone = pytz.UTC\n", "\n", "# -------------------------------------------------\n", "# HELPER: Convert MT5 timeframe to timedelta\n", "# -------------------------------------------------\n", "def timeframe_to_timedelta(tf):\n", " mapping = {\n", " mt5.TIMEFRAME_M1: timedelta(minutes=1),\n", " mt5.TIMEFRAME_M2: timedelta(minutes=2),\n", " mt5.TIMEFRAME_M3: timedelta(minutes=3),\n", " mt5.TIMEFRAME_M4: timedelta(minutes=4),\n", " mt5.TIMEFRAME_M5: timedelta(minutes=5),\n", " mt5.TIMEFRAME_M6: timedelta(minutes=6),\n", " mt5.TIMEFRAME_M10: timedelta(minutes=10),\n", " mt5.TIMEFRAME_M12: timedelta(minutes=12),\n", " mt5.TIMEFRAME_M15: timedelta(minutes=15),\n", " mt5.TIMEFRAME_M20: timedelta(minutes=20),\n", " mt5.TIMEFRAME_M30: timedelta(minutes=30),\n", " mt5.TIMEFRAME_H1: timedelta(hours=1),\n", " mt5.TIMEFRAME_H2: timedelta(hours=2),\n", " mt5.TIMEFRAME_H3: timedelta(hours=3),\n", " mt5.TIMEFRAME_H4: timedelta(hours=4),\n", " mt5.TIMEFRAME_H6: timedelta(hours=6),\n", " mt5.TIMEFRAME_H8: timedelta(hours=8),\n", " mt5.TIMEFRAME_H12: timedelta(hours=12),\n", " mt5.TIMEFRAME_D1: timedelta(days=1),\n", " mt5.TIMEFRAME_W1: timedelta(weeks=1),\n", " mt5.TIMEFRAME_MN1: timedelta(days=30),\n", " }\n", " return mapping.get(tf, timedelta(hours=1)) # default 1 hour\n", "\n", "# -------------------------------------------------\n", "# INITIALIZE MT5\n", "# -------------------------------------------------\n", "if not mt5.initialize():\n", " raise RuntimeError(f\"MT5 initialization failed: {mt5.last_error()}\")\n", "\n", "if not mt5.symbol_select(symbol, True):\n", " mt5.shutdown()\n", " raise RuntimeError(f\"Symbol not available: {symbol}\")\n", "\n", "# -------------------------------------------------\n", "# FETCH DATA RANGE WITH DELAY\n", "# -------------------------------------------------\n", "utc_now = datetime.now(utc_timezone).replace(hour=0, minute=0, second=0, microsecond=0)\n", "utc_now -= timedelta(days=delay_days) # shift by adjustable delay\n", "utc_from = utc_now - timedelta(days=lookback_days) # lookback window\n", "\n", "rates = mt5.copy_rates_range(symbol, timeframe, utc_from, utc_now)\n", "mt5.shutdown()\n", "\n", "if rates is None or len(rates) == 0:\n", " raise RuntimeError(\"No data returned from MT5\")\n", "\n", "df = pd.DataFrame(rates)\n", "df[\"time\"] = pd.to_datetime(df[\"time\"], unit=\"s\", utc=True)\n", "df.set_index(\"time\", inplace=True)\n", "df.sort_index(inplace=True)\n", "\n", "# -------------------------------------------------\n", "# DETECT TRADING SESSIONS\n", "# -------------------------------------------------\n", "candle_delta = timeframe_to_timedelta(timeframe)\n", "df[\"gap\"] = df.index.to_series().diff() > candle_delta\n", "df[\"session\"] = df[\"gap\"].cumsum()\n", "\n", "trading_sessions = []\n", "non_trading_gaps = []\n", "\n", "# Trading sessions: consecutive candles\n", "for session_id, group in df.groupby(\"session\"):\n", " trading_sessions.append({\n", " \"x0\": group.index.min(),\n", " \"x1\": group.index.max() + candle_delta, # include last candle\n", " \"y0\": group[\"low\"].min(),\n", " \"y1\": group[\"high\"].max(),\n", " \"df\": group # store session dataframe for POC calculation\n", " })\n", "\n", "# Non-trading gaps between sessions\n", "for i in range(len(trading_sessions) - 1):\n", " gap_start = trading_sessions[i][\"x1\"]\n", " gap_end = trading_sessions[i + 1][\"x0\"]\n", " if gap_start < gap_end:\n", " non_trading_gaps.append({\n", " \"x0\": gap_start,\n", " \"x1\": gap_end,\n", " \"y0\": min(trading_sessions[i][\"y0\"], trading_sessions[i+1][\"y0\"]),\n", " \"y1\": max(trading_sessions[i][\"y1\"], trading_sessions[i+1][\"y1\"])\n", " })\n", "\n", "# Gaps before first session and after last session\n", "first_candle = trading_sessions[0]\n", "last_candle = trading_sessions[-1]\n", "day_start = datetime.combine(first_candle[\"x0\"].date(), datetime.min.time()).replace(tzinfo=utc_timezone)\n", "day_end = datetime.combine(last_candle[\"x1\"].date(), datetime.max.time()).replace(tzinfo=utc_timezone)\n", "\n", "if day_start < first_candle[\"x0\"]:\n", " non_trading_gaps.insert(0, {\"x0\": day_start, \"x1\": first_candle[\"x0\"], \"y0\": first_candle[\"y0\"], \"y1\": first_candle[\"y1\"]})\n", "if last_candle[\"x1\"] < day_end:\n", " non_trading_gaps.append({\"x0\": last_candle[\"x1\"], \"x1\": day_end, \"y0\": last_candle[\"y0\"], \"y1\": last_candle[\"y1\"]})\n", "\n", "# -------------------------------------------------\n", "# PLOTLY FIGURE\n", "# -------------------------------------------------\n", "fig = make_subplots(\n", " rows=2,\n", " cols=1,\n", " shared_xaxes=True,\n", " vertical_spacing=0.03,\n", " row_heights=[0.75, 0.25],\n", " subplot_titles=(f\"{symbol} Candles\", \"Tick Volume\")\n", ")\n", "\n", "# Candlesticks\n", "fig.add_trace(\n", " go.Candlestick(\n", " x=df.index,\n", " open=df[\"open\"],\n", " high=df[\"high\"],\n", " low=df[\"low\"],\n", " close=df[\"close\"],\n", " name=symbol\n", " ),\n", " row=1,\n", " col=1\n", ")\n", "\n", "# Tick volume\n", "fig.add_trace(\n", " go.Bar(\n", " x=df.index,\n", " y=df[\"tick_volume\"],\n", " name=\"Tick Volume\"\n", " ),\n", " row=2,\n", " col=1\n", ")\n", "\n", "# Trading sessions (green rectangles)\n", "for session in trading_sessions:\n", " fig.add_shape(\n", " type=\"rect\",\n", " x0=session[\"x0\"],\n", " x1=session[\"x1\"],\n", " y0=session[\"y0\"],\n", " y1=session[\"y1\"],\n", " line=dict(color=\"green\", width=1),\n", " fillcolor=\"green\",\n", " opacity=0.05,\n", " layer=\"below\"\n", " )\n", "\n", "# Non-trading gaps (red rectangles)\n", "for gap in non_trading_gaps:\n", " fig.add_shape(\n", " type=\"rect\",\n", " x0=gap[\"x0\"],\n", " x1=gap[\"x1\"],\n", " y0=gap[\"y0\"],\n", " y1=gap[\"y1\"],\n", " line=dict(color=\"red\", width=1),\n", " fillcolor=\"red\",\n", " opacity=0.05,\n", " layer=\"below\"\n", " )\n", "\n", "# -------------------------------------------------\n", "# VERTICAL LINES: session start, session end, 0:00 UTC (all panes)\n", "# -------------------------------------------------\n", "for session in trading_sessions:\n", " session_start = session[\"x0\"]\n", " session_end = session[\"x1\"]\n", " day_midnight = datetime.combine(session_start.date(), datetime.min.time()).replace(tzinfo=utc_timezone)\n", "\n", " fig.add_vline(x=day_midnight, line=dict(color=\"blue\", width=1, dash=\"dot\"), row=\"all\", col=1)\n", " fig.add_vline(x=session_start, line=dict(color=\"green\", width=1, dash=\"solid\"), row=\"all\", col=1)\n", " fig.add_vline(x=session_end, line=dict(color=\"red\", width=1, dash=\"dot\"), row=\"all\", col=1)\n", "\n", "# -------------------------------------------------\n", "# DEVELOPING POC (Point of Control) WITH 0.25 PRICE INTERVAL\n", "# -------------------------------------------------\n", "for session in trading_sessions:\n", " sess_df = session[\"df\"]\n", " poc_prices = []\n", " poc_times = []\n", "\n", " cumulative_volume = {}\n", "\n", " for idx, row in sess_df.iterrows():\n", " # Fine-grained price levels at 0.25 intervals\n", " price_levels = np.arange(row[\"low\"], row[\"high\"] + 0.01, 0.01)\n", " vol_per_level = row[\"tick_volume\"] / len(price_levels)\n", " for price in price_levels:\n", " price = round(price, 2) # avoid float precision issues\n", " cumulative_volume[price] = cumulative_volume.get(price, 0) + vol_per_level\n", "\n", " # Current POC (price with max cumulative volume)\n", " poc_price = max(cumulative_volume, key=cumulative_volume.get)\n", " poc_prices.append(poc_price)\n", " poc_times.append(idx)\n", "\n", " # Plot developing POC\n", " fig.add_trace(\n", " go.Scatter(\n", " x=poc_times,\n", " y=poc_prices,\n", " mode=\"lines\",\n", " line=dict(color=\"purple\", width=2),\n", " name=f\"POC {session['x0'].date()}\"\n", " ),\n", " row=1,\n", " col=1\n", " )\n", "\n", "# -------------------------------------------------\n", "# LAYOUT\n", "# -------------------------------------------------\n", "fig.update_layout(\n", " title=f\"{symbol} {timeframe} – Trading vs Non-Trading with Developing POC (Delay: {delay_days} days)\",\n", " height=900,\n", " xaxis_rangeslider_visible=False,\n", " showlegend=True,\n", " template=\"plotly_white\"\n", ")\n", "\n", "fig.show()\n" ] }, { "cell_type": "code", "execution_count": 4, "id": "74d50212-61f9-4530-a464-53c85c2bd2a4", "metadata": {}, "outputs": [ { "data": { "application/vnd.plotly.v1+json": { "config": { "plotlyServerURL": "https://plot.ly" }, "data": [ { "close": { "bdata": 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" }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import MetaTrader5 as mt5\n", "import pandas as pd\n", "import pytz\n", "from datetime import datetime, timedelta\n", "from plotly.subplots import make_subplots\n", "import plotly.graph_objects as go\n", "import numpy as np\n", "\n", "# -------------------------------------------------\n", "# PARAMETERS\n", "# -------------------------------------------------\n", "symbol = \"XAUUSDc\"\n", "timeframe = mt5.TIMEFRAME_M15 # any MT5 timeframe\n", "lookback_days = 10 # number of days to look back\n", "delay_days = 1 # adjustable delay (days back from today)\n", "utc_timezone = pytz.UTC\n", "value_area_pct = 0.7 # 70% value area\n", "\n", "# -------------------------------------------------\n", "# HELPER: Convert MT5 timeframe to timedelta\n", "# -------------------------------------------------\n", "def timeframe_to_timedelta(tf):\n", " mapping = {\n", " mt5.TIMEFRAME_M1: timedelta(minutes=1),\n", " mt5.TIMEFRAME_M2: timedelta(minutes=2),\n", " mt5.TIMEFRAME_M3: timedelta(minutes=3),\n", " mt5.TIMEFRAME_M4: timedelta(minutes=4),\n", " mt5.TIMEFRAME_M5: timedelta(minutes=5),\n", " mt5.TIMEFRAME_M6: timedelta(minutes=6),\n", " mt5.TIMEFRAME_M10: timedelta(minutes=10),\n", " mt5.TIMEFRAME_M12: timedelta(minutes=12),\n", " mt5.TIMEFRAME_M15: timedelta(minutes=15),\n", " mt5.TIMEFRAME_M20: timedelta(minutes=20),\n", " mt5.TIMEFRAME_M30: timedelta(minutes=30),\n", " mt5.TIMEFRAME_H1: timedelta(hours=1),\n", " mt5.TIMEFRAME_H2: timedelta(hours=2),\n", " mt5.TIMEFRAME_H3: timedelta(hours=3),\n", " mt5.TIMEFRAME_H4: timedelta(hours=4),\n", " mt5.TIMEFRAME_H6: timedelta(hours=6),\n", " mt5.TIMEFRAME_H8: timedelta(hours=8),\n", " mt5.TIMEFRAME_H12: timedelta(hours=12),\n", " mt5.TIMEFRAME_D1: timedelta(days=1),\n", " mt5.TIMEFRAME_W1: timedelta(weeks=1),\n", " mt5.TIMEFRAME_MN1: timedelta(days=30),\n", " }\n", " return mapping.get(tf, timedelta(hours=1))\n", "\n", "# -------------------------------------------------\n", "# INITIALIZE MT5\n", "# -------------------------------------------------\n", "if not mt5.initialize():\n", " raise RuntimeError(f\"MT5 initialization failed: {mt5.last_error()}\")\n", "\n", "if not mt5.symbol_select(symbol, True):\n", " mt5.shutdown()\n", " raise RuntimeError(f\"Symbol not available: {symbol}\")\n", "\n", "# -------------------------------------------------\n", "# FETCH DATA RANGE WITH DELAY\n", "# -------------------------------------------------\n", "utc_now = datetime.now(utc_timezone).replace(hour=0, minute=0, second=0, microsecond=0)\n", "utc_now -= timedelta(days=delay_days)\n", "utc_from = utc_now - timedelta(days=lookback_days)\n", "\n", "rates = mt5.copy_rates_range(symbol, timeframe, utc_from, utc_now)\n", "mt5.shutdown()\n", "\n", "if rates is None or len(rates) == 0:\n", " raise RuntimeError(\"No data returned from MT5\")\n", "\n", "df = pd.DataFrame(rates)\n", "df[\"time\"] = pd.to_datetime(df[\"time\"], unit=\"s\", utc=True)\n", "df.set_index(\"time\", inplace=True)\n", "df.sort_index(inplace=True)\n", "\n", "# -------------------------------------------------\n", "# DETECT TRADING SESSIONS\n", "# -------------------------------------------------\n", "candle_delta = timeframe_to_timedelta(timeframe)\n", "df[\"gap\"] = df.index.to_series().diff() > candle_delta\n", "df[\"session\"] = df[\"gap\"].cumsum()\n", "\n", "trading_sessions = []\n", "non_trading_gaps = []\n", "\n", "for session_id, group in df.groupby(\"session\"):\n", " trading_sessions.append({\n", " \"x0\": group.index.min(),\n", " \"x1\": group.index.max() + candle_delta,\n", " \"y0\": group[\"low\"].min(),\n", " \"y1\": group[\"high\"].max(),\n", " \"df\": group\n", " })\n", "\n", "for i in range(len(trading_sessions) - 1):\n", " gap_start = trading_sessions[i][\"x1\"]\n", " gap_end = trading_sessions[i + 1][\"x0\"]\n", " if gap_start < gap_end:\n", " non_trading_gaps.append({\n", " \"x0\": gap_start,\n", " \"x1\": gap_end,\n", " \"y0\": min(trading_sessions[i][\"y0\"], trading_sessions[i + 1][\"y0\"]),\n", " \"y1\": max(trading_sessions[i][\"y1\"], trading_sessions[i + 1][\"y1\"])\n", " })\n", "\n", "first_candle = trading_sessions[0]\n", "last_candle = trading_sessions[-1]\n", "day_start = datetime.combine(first_candle[\"x0\"].date(), datetime.min.time()).replace(tzinfo=utc_timezone)\n", "day_end = datetime.combine(last_candle[\"x1\"].date(), datetime.max.time()).replace(tzinfo=utc_timezone)\n", "\n", "if day_start < first_candle[\"x0\"]:\n", " non_trading_gaps.insert(0, {\"x0\": day_start, \"x1\": first_candle[\"x0\"], \"y0\": first_candle[\"y0\"], \"y1\": first_candle[\"y1\"]})\n", "if last_candle[\"x1\"] < day_end:\n", " non_trading_gaps.append({\"x0\": last_candle[\"x1\"], \"x1\": day_end, \"y0\": last_candle[\"y0\"], \"y1\": last_candle[\"y1\"]})\n", "\n", "# -------------------------------------------------\n", "# PLOTLY FIGURE\n", "# -------------------------------------------------\n", "fig = make_subplots(\n", " rows=2,\n", " cols=1,\n", " shared_xaxes=True,\n", " vertical_spacing=0.03,\n", " row_heights=[0.75, 0.25],\n", " subplot_titles=(f\"{symbol} Candles\", \"Tick Volume\")\n", ")\n", "\n", "# Candlesticks\n", "fig.add_trace(\n", " go.Candlestick(\n", " x=df.index,\n", " open=df[\"open\"],\n", " high=df[\"high\"],\n", " low=df[\"low\"],\n", " close=df[\"close\"],\n", " name=symbol\n", " ),\n", " row=1,\n", " col=1\n", ")\n", "\n", "# Tick volume\n", "fig.add_trace(\n", " go.Bar(\n", " x=df.index,\n", " y=df[\"tick_volume\"],\n", " name=\"Tick Volume\"\n", " ),\n", " row=2,\n", " col=1\n", ")\n", "\n", "# Trading sessions\n", "for session in trading_sessions:\n", " fig.add_shape(\n", " type=\"rect\",\n", " x0=session[\"x0\"],\n", " x1=session[\"x1\"],\n", " y0=session[\"y0\"],\n", " y1=session[\"y1\"],\n", " line=dict(color=\"green\", width=1),\n", " fillcolor=\"green\",\n", " opacity=0.05,\n", " layer=\"below\"\n", " )\n", "\n", "# Non-trading gaps\n", "for gap in non_trading_gaps:\n", " fig.add_shape(\n", " type=\"rect\",\n", " x0=gap[\"x0\"],\n", " x1=gap[\"x1\"],\n", " y0=gap[\"y0\"],\n", " y1=gap[\"y1\"],\n", " line=dict(color=\"red\", width=1),\n", " fillcolor=\"red\",\n", " opacity=0.05,\n", " layer=\"below\"\n", " )\n", "\n", "# Vertical lines: session start, session end, 0:00 UTC\n", "for session in trading_sessions:\n", " session_start = session[\"x0\"]\n", " session_end = session[\"x1\"]\n", " day_midnight = datetime.combine(session_start.date(), datetime.min.time()).replace(tzinfo=utc_timezone)\n", " fig.add_vline(x=day_midnight, line=dict(color=\"blue\", width=1, dash=\"dot\"), row=\"all\", col=1)\n", " fig.add_vline(x=session_start, line=dict(color=\"green\", width=1, dash=\"solid\"), row=\"all\", col=1)\n", " fig.add_vline(x=session_end, line=dict(color=\"red\", width=1, dash=\"dot\"), row=\"all\", col=1)\n", "\n", "# -------------------------------------------------\n", "# DEVELOPING POC, VAH, VAL\n", "# -------------------------------------------------\n", "for session in trading_sessions:\n", " sess_df = session[\"df\"]\n", " poc_prices = []\n", " vah_prices = []\n", " val_prices = []\n", " poc_times = []\n", "\n", " cumulative_volume = {}\n", "\n", " for idx, row in sess_df.iterrows():\n", " # Fine-grained price levels at 0.25 intervals\n", " price_levels = np.arange(row[\"low\"], row[\"high\"] + 0.01, 0.25)\n", " vol_per_level = row[\"tick_volume\"] / len(price_levels)\n", " for price in price_levels:\n", " price = round(price, 2)\n", " cumulative_volume[price] = cumulative_volume.get(price, 0) + vol_per_level\n", "\n", " # Current POC\n", " sorted_prices = sorted(cumulative_volume.keys())\n", " volumes = np.array([cumulative_volume[p] for p in sorted_prices])\n", " poc_idx = np.argmax(volumes)\n", " poc_price = sorted_prices[poc_idx]\n", " poc_prices.append(poc_price)\n", " poc_times.append(idx)\n", "\n", " # Developing VAH and VAL\n", " total_vol = volumes.sum()\n", " target_vol = total_vol * value_area_pct\n", " cum_vol = volumes[poc_idx]\n", " lower_idx = poc_idx\n", " upper_idx = poc_idx\n", "\n", " while cum_vol < target_vol:\n", " if lower_idx > 0:\n", " lower_idx -= 1\n", " cum_vol += volumes[lower_idx]\n", " if upper_idx < len(volumes) - 1:\n", " upper_idx += 1\n", " cum_vol += volumes[upper_idx]\n", "\n", " val_prices.append(sorted_prices[lower_idx])\n", " vah_prices.append(sorted_prices[upper_idx])\n", "\n", " # Plot POC\n", " fig.add_trace(\n", " go.Scatter(\n", " x=poc_times,\n", " y=poc_prices,\n", " mode=\"lines\",\n", " line=dict(color=\"purple\", width=2),\n", " name=f\"POC {session['x0'].date()}\"\n", " ),\n", " row=1,\n", " col=1\n", " )\n", "\n", " # Plot VAL\n", " fig.add_trace(\n", " go.Scatter(\n", " x=poc_times,\n", " y=val_prices,\n", " mode=\"lines\",\n", " line=dict(color=\"red\", width=1, dash=\"dash\"),\n", " name=f\"VAL {session['x0'].date()}\"\n", " ),\n", " row=1,\n", " col=1\n", " )\n", "\n", " # Plot VAH\n", " fig.add_trace(\n", " go.Scatter(\n", " x=poc_times,\n", " y=vah_prices,\n", " mode=\"lines\",\n", " line=dict(color=\"green\", width=1, dash=\"dash\"),\n", " name=f\"VAH {session['x0'].date()}\"\n", " ),\n", " row=1,\n", " col=1\n", " )\n", "\n", "# -------------------------------------------------\n", "# LAYOUT\n", "# -------------------------------------------------\n", "fig.update_layout(\n", " title=f\"{symbol} {timeframe} – Trading vs Non-Trading with Developing POC/VAH/VAL (Delay: {delay_days} days)\",\n", " height=900,\n", " xaxis_rangeslider_visible=False,\n", " showlegend=True,\n", " template=\"plotly_white\"\n", ")\n", "\n", "fig.show()\n" ] }, { "cell_type": "code", "execution_count": 1, "id": "12d0c63e-3cc8-489e-8862-5e1940350ed8", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import MetaTrader5 as mt5\n", "import pandas as pd\n", "import numpy as np\n", "from datetime import datetime, timedelta\n", "import pytz\n", "from sklearn.ensemble import RandomForestClassifier\n", "from sklearn.preprocessing import StandardScaler\n", "import matplotlib.pyplot as plt\n", "\n", "# -------------------------------------------------\n", "# PARAMETERS\n", "# -------------------------------------------------\n", "symbol = \"XAUUSDc\"\n", "timeframe = mt5.TIMEFRAME_M15\n", "lookback_days = 60 # backtest period\n", "utc_timezone = pytz.UTC\n", "min_stoploss = 2.0 # minimum stop-loss distance\n", "value_area_pct = 0.7\n", "price_step = 0.25\n", "initial_equity = 10000\n", "risk_per_trade = 0.02 # 2% of equity per trade\n", "\n", "# -------------------------------------------------\n", "# HELPER FUNCTIONS\n", "# -------------------------------------------------\n", "def initialize_mt5(symbol):\n", " if not mt5.initialize():\n", " raise RuntimeError(f\"MT5 init failed: {mt5.last_error()}\")\n", " if not mt5.symbol_select(symbol, True):\n", " mt5.shutdown()\n", " raise RuntimeError(f\"Symbol not available: {symbol}\")\n", "\n", "def timeframe_to_timedelta(tf):\n", " mapping = {\n", " mt5.TIMEFRAME_M1: timedelta(minutes=1),\n", " mt5.TIMEFRAME_M5: timedelta(minutes=5),\n", " mt5.TIMEFRAME_M15: timedelta(minutes=15),\n", " mt5.TIMEFRAME_M30: timedelta(minutes=30),\n", " mt5.TIMEFRAME_H1: timedelta(hours=1),\n", " mt5.TIMEFRAME_H4: timedelta(hours=4),\n", " mt5.TIMEFRAME_D1: timedelta(days=1)\n", " }\n", " return mapping.get(tf, timedelta(minutes=15))\n", "\n", "def calculate_volume_profile_features(df, value_area_pct=0.7, price_step=0.25):\n", " poc_list, vah_list, val_list = [], [], []\n", "\n", " for idx, row in df.iterrows():\n", " cumulative_volume = {}\n", " price_levels = np.arange(row[\"low\"], row[\"high\"] + price_step, price_step)\n", " vol_per_level = row[\"tick_volume\"] / len(price_levels)\n", " for price in price_levels:\n", " price = round(price, 2)\n", " cumulative_volume[price] = cumulative_volume.get(price, 0) + vol_per_level\n", "\n", " sorted_prices = sorted(cumulative_volume.keys())\n", " volumes = np.array([cumulative_volume[p] for p in sorted_prices])\n", " poc_idx = np.argmax(volumes)\n", " poc_price = sorted_prices[poc_idx]\n", "\n", " total_vol = volumes.sum()\n", " target_vol = total_vol * value_area_pct\n", " cum_vol = volumes[poc_idx]\n", " lower_idx = poc_idx\n", " upper_idx = poc_idx\n", "\n", " while cum_vol < target_vol:\n", " if lower_idx > 0:\n", " lower_idx -= 1\n", " cum_vol += volumes[lower_idx]\n", " if upper_idx < len(volumes) - 1:\n", " upper_idx += 1\n", " cum_vol += volumes[upper_idx]\n", "\n", " poc_list.append(poc_price)\n", " val_list.append(sorted_prices[lower_idx])\n", " vah_list.append(sorted_prices[upper_idx])\n", "\n", " df[\"POC\"] = poc_list\n", " df[\"VAL\"] = val_list\n", " df[\"VAH\"] = vah_list\n", " return df\n", "\n", "# -------------------------------------------------\n", "# FETCH DATA\n", "# -------------------------------------------------\n", "initialize_mt5(symbol)\n", "utc_now = datetime.now(utc_timezone)\n", "utc_from = utc_now - timedelta(days=lookback_days)\n", "rates = mt5.copy_rates_range(symbol, timeframe, utc_from, utc_now)\n", "mt5.shutdown()\n", "\n", "if rates is None or len(rates) == 0:\n", " raise RuntimeError(\"No data returned from MT5\")\n", "\n", "df = pd.DataFrame(rates)\n", "df[\"time\"] = pd.to_datetime(df[\"time\"], unit=\"s\", utc=True)\n", "df.set_index(\"time\", inplace=True)\n", "df.sort_index(inplace=True)\n", "\n", "df = calculate_volume_profile_features(df, value_area_pct=value_area_pct, price_step=price_step)\n", "\n", "# -------------------------------------------------\n", "# CREATE TARGET FOR ML\n", "# -------------------------------------------------\n", "df[\"target\"] = (df[\"close\"].shift(-1) > df[\"close\"]).astype(int)\n", "df.dropna(inplace=True)\n", "\n", "# -------------------------------------------------\n", "# FEATURES & MODEL\n", "# -------------------------------------------------\n", "feature_cols = [\"open\", \"high\", \"low\", \"close\", \"tick_volume\", \"POC\", \"VAL\", \"VAH\"]\n", "X_values = df[feature_cols].values\n", "y = df[\"target\"].values\n", "\n", "scaler = StandardScaler()\n", "X_scaled = scaler.fit_transform(X_values)\n", "\n", "model = RandomForestClassifier(n_estimators=100, random_state=42)\n", "model.fit(X_scaled[:-1], y[:-1]) # train on all but last row\n", "\n", "# -------------------------------------------------\n", "# BACKTEST\n", "# -------------------------------------------------\n", "equity = initial_equity\n", "equity_curve = [equity]\n", "\n", "for i in range(len(df) - 1):\n", " row = df.iloc[i]\n", " features = row[feature_cols].values.reshape(1, -1) # correct shape for scaler\n", " features_scaled = scaler.transform(features)\n", " pred = model.predict(features_scaled)[0] # 1=buy, 0=sell\n", "\n", " if pred == 1:\n", " entry = row[\"close\"]\n", " stop_loss = row[\"VAL\"]\n", " take_profit = row[\"VAH\"]\n", " else:\n", " entry = row[\"close\"]\n", " stop_loss = row[\"VAH\"]\n", " take_profit = row[\"VAL\"]\n", "\n", " # Check stop-loss distance\n", " sl_distance = abs(entry - stop_loss)\n", " if sl_distance < min_stoploss:\n", " equity_curve.append(equity)\n", " continue\n", "\n", " # Risk per trade\n", " position_size = equity * risk_per_trade / sl_distance\n", "\n", " # Simulate next candle for exit\n", " next_row = df.iloc[i + 1]\n", " low_next, high_next, close_next = next_row[\"low\"], next_row[\"high\"], next_row[\"close\"]\n", "\n", " if pred == 1: # long\n", " if low_next <= stop_loss:\n", " pnl = -sl_distance * position_size\n", " elif high_next >= take_profit:\n", " pnl = (take_profit - entry) * position_size\n", " else:\n", " pnl = (close_next - entry) * position_size\n", " else: # short\n", " if high_next >= stop_loss:\n", " pnl = -sl_distance * position_size\n", " elif low_next <= take_profit:\n", " pnl = (entry - take_profit) * position_size\n", " else:\n", " pnl = (entry - close_next) * position_size\n", "\n", " equity += pnl\n", " equity_curve.append(equity)\n", "\n", "# -------------------------------------------------\n", "# PLOT EQUITY CURVE\n", "# -------------------------------------------------\n", "plt.figure(figsize=(12,6))\n", "plt.plot(df.index, equity_curve, label=\"Equity Curve\", color=\"blue\")\n", "plt.title(f\"Backtested Equity Curve for {symbol}\")\n", "plt.xlabel(\"Time\")\n", "plt.ylabel(\"Equity\")\n", "plt.grid(True)\n", "plt.legend()\n", "plt.show()\n" ] }, { "cell_type": "code", "execution_count": null, "id": "b41252db-7815-496d-bd96-12926093cee3", "metadata": {}, "outputs": [], "source": [ "import MetaTrader5 as mt5\n", "import pandas as pd\n", "import numpy as np\n", "from datetime import datetime, timedelta\n", "import pytz\n", "from sklearn.ensemble import RandomForestClassifier\n", "from sklearn.preprocessing import StandardScaler\n", "import plotly.graph_objects as go\n", "from plotly.subplots import make_subplots\n", "\n", "# -------------------------------------------------\n", "# PARAMETERS\n", "# -------------------------------------------------\n", "symbol = \"XAUUSDc\"\n", "timeframe = mt5.TIMEFRAME_M15\n", "lookback_days = 60\n", "utc_timezone = pytz.UTC\n", "min_stoploss = 2.0\n", "value_area_pct = 0.7\n", "price_step = 0.25\n", "initial_equity = 1000\n", "risk_per_trade = 0.01 # 1% risk per trade\n", "\n", "# -------------------------------------------------\n", "# HELPER FUNCTIONS\n", "# -------------------------------------------------\n", "def initialize_mt5(symbol):\n", " if not mt5.initialize():\n", " raise RuntimeError(f\"MT5 init failed: {mt5.last_error()}\")\n", " if not mt5.symbol_select(symbol, True):\n", " mt5.shutdown()\n", " raise RuntimeError(f\"Symbol not available: {symbol}\")\n", "\n", "def calculate_volume_profile_features(df, value_area_pct=0.7, price_step=0.25):\n", " poc_list, vah_list, val_list = [], [], []\n", " for idx, row in df.iterrows():\n", " cumulative_volume = {}\n", " price_levels = np.arange(row[\"low\"], row[\"high\"] + price_step, price_step)\n", " vol_per_level = row[\"tick_volume\"] / len(price_levels)\n", " for price in price_levels:\n", " price = round(price, 2)\n", " cumulative_volume[price] = cumulative_volume.get(price, 0) + vol_per_level\n", "\n", " sorted_prices = sorted(cumulative_volume.keys())\n", " volumes = np.array([cumulative_volume[p] for p in sorted_prices])\n", " poc_idx = np.argmax(volumes)\n", " poc_price = sorted_prices[poc_idx]\n", "\n", " total_vol = volumes.sum()\n", " target_vol = total_vol * value_area_pct\n", " cum_vol = volumes[poc_idx]\n", " lower_idx, upper_idx = poc_idx, poc_idx\n", "\n", " while cum_vol < target_vol:\n", " if lower_idx > 0:\n", " lower_idx -= 1\n", " cum_vol += volumes[lower_idx]\n", " if upper_idx < len(volumes) - 1:\n", " upper_idx += 1\n", " cum_vol += volumes[upper_idx]\n", "\n", " poc_list.append(poc_price)\n", " val_list.append(sorted_prices[lower_idx])\n", " vah_list.append(sorted_prices[upper_idx])\n", "\n", " df[\"POC\"] = poc_list\n", " df[\"VAL\"] = val_list\n", " df[\"VAH\"] = vah_list\n", " return df\n", "\n", "# -------------------------------------------------\n", "# FETCH DATA\n", "# -------------------------------------------------\n", "initialize_mt5(symbol)\n", "utc_now = datetime.now(utc_timezone)\n", "utc_from = utc_now - timedelta(days=lookback_days)\n", "rates = mt5.copy_rates_range(symbol, timeframe, utc_from, utc_now)\n", "mt5.shutdown()\n", "\n", "df = pd.DataFrame(rates)\n", "df[\"time\"] = pd.to_datetime(df[\"time\"], unit=\"s\", utc=True)\n", "df.set_index(\"time\", inplace=True)\n", "df.sort_index(inplace=True)\n", "\n", "df = calculate_volume_profile_features(df, value_area_pct=value_area_pct, price_step=price_step)\n", "\n", "# -------------------------------------------------\n", "# CREATE TARGET FOR ML\n", "# -------------------------------------------------\n", "df[\"target\"] = (df[\"close\"].shift(-1) > df[\"close\"]).astype(int)\n", "df.dropna(inplace=True)\n", "\n", "# -------------------------------------------------\n", "# FEATURES & MODEL\n", "# -------------------------------------------------\n", "feature_cols = [\"open\", \"high\", \"low\", \"close\", \"tick_volume\", \"POC\", \"VAL\", \"VAH\"]\n", "X_values = df[feature_cols].values\n", "y = df[\"target\"].values\n", "\n", "scaler = StandardScaler()\n", "X_scaled = scaler.fit_transform(X_values)\n", "\n", "model = RandomForestClassifier(n_estimators=100, random_state=42)\n", "model.fit(X_scaled[:-1], y[:-1])\n", "\n", "# -------------------------------------------------\n", "# BACKTEST\n", "# -------------------------------------------------\n", "equity = initial_equity\n", "equity_curve = [equity]\n", "trade_history = [] # store executed trades\n", "\n", "for i in range(len(df) - 1):\n", " row = df.iloc[i]\n", " features = row[feature_cols].values.reshape(1, -1)\n", " features_scaled = scaler.transform(features)\n", " pred = model.predict(features_scaled)[0]\n", "\n", " if pred == 1:\n", " entry = row[\"close\"]\n", " stop_loss = row[\"VAL\"]\n", " take_profit = row[\"VAH\"]\n", " else:\n", " entry = row[\"close\"]\n", " stop_loss = row[\"VAH\"]\n", " take_profit = row[\"VAL\"]\n", "\n", " sl_distance = abs(entry - stop_loss)\n", " if sl_distance < min_stoploss:\n", " equity_curve.append(equity)\n", " continue\n", "\n", " position_size = equity * risk_per_trade / sl_distance\n", " next_row = df.iloc[i + 1]\n", " low_next, high_next, close_next = next_row[\"low\"], next_row[\"high\"], next_row[\"close\"]\n", "\n", " if pred == 1:\n", " if low_next <= stop_loss:\n", " pnl = -sl_distance * position_size\n", " exit_price = stop_loss\n", " elif high_next >= take_profit:\n", " pnl = (take_profit - entry) * position_size\n", " exit_price = take_profit\n", " else:\n", " pnl = (close_next - entry) * position_size\n", " exit_price = close_next\n", " else:\n", " if high_next >= stop_loss:\n", " pnl = -sl_distance * position_size\n", " exit_price = stop_loss\n", " elif low_next <= take_profit:\n", " pnl = (entry - take_profit) * position_size\n", " exit_price = take_profit\n", " else:\n", " pnl = (entry - close_next) * position_size\n", " exit_price = close_next\n", "\n", " equity += pnl\n", " equity_curve.append(equity)\n", "\n", " # store trade info for plotting\n", " trade_history.append({\n", " \"time\": row.name,\n", " \"entry\": entry,\n", " \"stop_loss\": stop_loss,\n", " \"take_profit\": take_profit,\n", " \"direction\": \"BUY\" if pred==1 else \"SELL\",\n", " \"exit\": exit_price\n", " })\n", "\n", "# -------------------------------------------------\n", "# PLOT CANDLESTICK + TRADE HISTORY\n", "# -------------------------------------------------\n", "fig = make_subplots(rows=2, cols=1, shared_xaxes=True,\n", " row_heights=[0.7, 0.3], vertical_spacing=0.05,\n", " subplot_titles=(f\"{symbol} Candlestick & Trades\", \"Equity Curve\"))\n", "\n", "# Candlestick\n", "fig.add_trace(go.Candlestick(\n", " x=df.index, open=df[\"open\"], high=df[\"high\"], low=df[\"low\"], close=df[\"close\"], name=\"Price\"\n", "), row=1, col=1)\n", "\n", "# Plot executed trades\n", "for trade in trade_history:\n", " color = \"green\" if trade[\"direction\"]==\"BUY\" else \"red\"\n", " # entry\n", " fig.add_shape(type=\"line\",\n", " x0=trade[\"time\"], x1=trade[\"time\"],\n", " y0=trade[\"entry\"], y1=trade[\"exit\"],\n", " line=dict(color=color, width=2),\n", " row=1, col=1)\n", " # stop-loss line\n", " fig.add_shape(type=\"line\",\n", " x0=trade[\"time\"], x1=trade[\"time\"] + timedelta(minutes=1),\n", " y0=trade[\"stop_loss\"], y1=trade[\"stop_loss\"],\n", " line=dict(color=\"black\", width=1, dash=\"dash\"),\n", " row=1, col=1)\n", " # take-profit line\n", " fig.add_shape(type=\"line\",\n", " x0=trade[\"time\"], x1=trade[\"time\"] + timedelta(minutes=1),\n", " y0=trade[\"take_profit\"], y1=trade[\"take_profit\"],\n", " line=dict(color=\"blue\", width=1, dash=\"dash\"),\n", " row=1, col=1)\n", "\n", "# Equity curve\n", "fig.add_trace(go.Scatter(\n", " x=df.index, y=equity_curve, mode=\"lines\", name=\"Equity Curve\", line=dict(color=\"orange\")\n", "), row=2, col=1)\n", "\n", "fig.update_layout(height=900, xaxis_rangeslider_visible=False)\n", "fig.show()\n", "qwe\n", "\n" ] }, { "cell_type": "code", "execution_count": 1, "id": "c9966ca6-fdf5-4108-8b6b-e9da0ab0a017", "metadata": {}, "outputs": [ { "data": { "application/vnd.plotly.v1+json": { "config": { "plotlyServerURL": "https://plot.ly" }, "data": [ { "close": { "bdata": 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", 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", 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}, "metadata": {}, "output_type": "display_data" } ], "source": [ "import MetaTrader5 as mt5\n", "import pandas as pd\n", "import pytz\n", "from datetime import datetime, timedelta\n", "from plotly.subplots import make_subplots\n", "import plotly.graph_objects as go\n", "import numpy as np\n", "\n", "# -------------------------------------------------\n", "# PARAMETERS\n", "# -------------------------------------------------\n", "symbol = \"XAUUSDc\"\n", "timeframe = mt5.TIMEFRAME_M15\n", "lookback_days = 10 # NUMBER OF TRADING SESSIONS\n", "delay_days = 1\n", "utc_timezone = pytz.UTC\n", "value_area_pct = 0.7\n", "\n", "# -------------------------------------------------\n", "# HELPER: Convert MT5 timeframe to timedelta\n", "# -------------------------------------------------\n", "def timeframe_to_timedelta(tf):\n", " mapping = {\n", " mt5.TIMEFRAME_M1: timedelta(minutes=1),\n", " mt5.TIMEFRAME_M2: timedelta(minutes=2),\n", " mt5.TIMEFRAME_M3: timedelta(minutes=3),\n", " mt5.TIMEFRAME_M4: timedelta(minutes=4),\n", " mt5.TIMEFRAME_M5: timedelta(minutes=5),\n", " mt5.TIMEFRAME_M6: timedelta(minutes=6),\n", " mt5.TIMEFRAME_M10: timedelta(minutes=10),\n", " mt5.TIMEFRAME_M12: timedelta(minutes=12),\n", " mt5.TIMEFRAME_M15: timedelta(minutes=15),\n", " mt5.TIMEFRAME_M20: timedelta(minutes=20),\n", " mt5.TIMEFRAME_M30: timedelta(minutes=30),\n", " mt5.TIMEFRAME_H1: timedelta(hours=1),\n", " mt5.TIMEFRAME_H2: timedelta(hours=2),\n", " mt5.TIMEFRAME_H3: timedelta(hours=3),\n", " mt5.TIMEFRAME_H4: timedelta(hours=4),\n", " mt5.TIMEFRAME_H6: timedelta(hours=6),\n", " mt5.TIMEFRAME_H8: timedelta(hours=8),\n", " mt5.TIMEFRAME_H12: timedelta(hours=12),\n", " mt5.TIMEFRAME_D1: timedelta(days=1),\n", " mt5.TIMEFRAME_W1: timedelta(weeks=1),\n", " mt5.TIMEFRAME_MN1: timedelta(days=30),\n", " }\n", " return mapping.get(tf, timedelta(hours=1))\n", "\n", "# -------------------------------------------------\n", "# INITIALIZE MT5\n", "# -------------------------------------------------\n", "if not mt5.initialize():\n", " raise RuntimeError(mt5.last_error())\n", "\n", "if not mt5.symbol_select(symbol, True):\n", " mt5.shutdown()\n", " raise RuntimeError(f\"Symbol not available: {symbol}\")\n", "\n", "# -------------------------------------------------\n", "# FETCH DATA (TRADING-DAY AWARE)\n", "# -------------------------------------------------\n", "utc_end = datetime.now(utc_timezone).replace(\n", " hour=0, minute=0, second=0, microsecond=0\n", ") - timedelta(days=delay_days)\n", "\n", "raw_from = utc_end - timedelta(days=lookback_days * 3)\n", "\n", "rates = mt5.copy_rates_range(symbol, timeframe, raw_from, utc_end)\n", "mt5.shutdown()\n", "\n", "if rates is None or len(rates) == 0:\n", " raise RuntimeError(\"No data returned from MT5\")\n", "\n", "df = pd.DataFrame(rates)\n", "df[\"time\"] = pd.to_datetime(df[\"time\"], unit=\"s\", utc=True)\n", "df.set_index(\"time\", inplace=True)\n", "df.sort_index(inplace=True)\n", "\n", "# -------------------------------------------------\n", "# DETECT TRADING SESSIONS\n", "# -------------------------------------------------\n", "candle_delta = timeframe_to_timedelta(timeframe)\n", "df[\"gap\"] = df.index.to_series().diff() > candle_delta\n", "df[\"session\"] = df[\"gap\"].cumsum()\n", "\n", "# KEEP ONLY LAST N TRADING SESSIONS\n", "last_sessions = df[\"session\"].unique()[-lookback_days:]\n", "df = df[df[\"session\"].isin(last_sessions)]\n", "\n", "# -------------------------------------------------\n", "# BUILD SESSION + GAP STRUCTURES\n", "# -------------------------------------------------\n", "trading_sessions = []\n", "non_trading_gaps = []\n", "\n", "for _, group in df.groupby(\"session\"):\n", " trading_sessions.append({\n", " \"x0\": group.index.min(),\n", " \"x1\": group.index.max() + candle_delta,\n", " \"y0\": group[\"low\"].min(),\n", " \"y1\": group[\"high\"].max(),\n", " \"df\": group\n", " })\n", "\n", "for i in range(len(trading_sessions) - 1):\n", " gap_start = trading_sessions[i][\"x1\"]\n", " gap_end = trading_sessions[i + 1][\"x0\"]\n", " if gap_start < gap_end:\n", " non_trading_gaps.append({\n", " \"x0\": gap_start,\n", " \"x1\": gap_end,\n", " \"y0\": min(trading_sessions[i][\"y0\"], trading_sessions[i + 1][\"y0\"]),\n", " \"y1\": max(trading_sessions[i][\"y1\"], trading_sessions[i + 1][\"y1\"])\n", " })\n", "\n", "# -------------------------------------------------\n", "# PLOTLY FIGURE\n", "# -------------------------------------------------\n", "fig = make_subplots(\n", " rows=2,\n", " cols=1,\n", " shared_xaxes=True,\n", " vertical_spacing=0.03,\n", " row_heights=[0.75, 0.25],\n", " subplot_titles=(f\"{symbol} Candles\", \"Tick Volume\")\n", ")\n", "\n", "fig.add_trace(\n", " go.Candlestick(\n", " x=df.index,\n", " open=df[\"open\"],\n", " high=df[\"high\"],\n", " low=df[\"low\"],\n", " close=df[\"close\"],\n", " name=symbol\n", " ),\n", " row=1,\n", " col=1\n", ")\n", "\n", "fig.add_trace(\n", " go.Bar(\n", " x=df.index,\n", " y=df[\"tick_volume\"],\n", " name=\"Tick Volume\"\n", " ),\n", " row=2,\n", " col=1\n", ")\n", "\n", "# -------------------------------------------------\n", "# SESSION VISUALS\n", "# -------------------------------------------------\n", "for session in trading_sessions:\n", " fig.add_shape(\n", " type=\"rect\",\n", " x0=session[\"x0\"],\n", " x1=session[\"x1\"],\n", " y0=session[\"y0\"],\n", " y1=session[\"y1\"],\n", " fillcolor=\"green\",\n", " opacity=0.05,\n", " line=dict(width=0),\n", " layer=\"below\"\n", " )\n", "\n", "for gap in non_trading_gaps:\n", " fig.add_shape(\n", " type=\"rect\",\n", " x0=gap[\"x0\"],\n", " x1=gap[\"x1\"],\n", " y0=gap[\"y0\"],\n", " y1=gap[\"y1\"],\n", " fillcolor=\"red\",\n", " opacity=0.05,\n", " line=dict(width=0),\n", " layer=\"below\"\n", " )\n", "\n", "# -------------------------------------------------\n", "# DEVELOPING POC / VAH / VAL\n", "# -------------------------------------------------\n", "for session in trading_sessions:\n", " sess_df = session[\"df\"]\n", " cumulative_volume = {}\n", "\n", " poc_prices, vah_prices, val_prices, times = [], [], [], []\n", "\n", " for t, row in sess_df.iterrows():\n", " prices = np.arange(row[\"low\"], row[\"high\"] + 0.01, 0.25)\n", " vol = row[\"tick_volume\"] / max(len(prices), 1)\n", "\n", " for p in prices:\n", " p = round(p, 2)\n", " cumulative_volume[p] = cumulative_volume.get(p, 0) + vol\n", "\n", " levels = np.array(sorted(cumulative_volume))\n", " vols = np.array([cumulative_volume[p] for p in levels])\n", "\n", " poc_idx = np.argmax(vols)\n", " poc_price = levels[poc_idx]\n", "\n", " target = vols.sum() * value_area_pct\n", " cum = vols[poc_idx]\n", " lo = hi = poc_idx\n", "\n", " while cum < target:\n", " if lo > 0:\n", " lo -= 1\n", " cum += vols[lo]\n", " if hi < len(vols) - 1:\n", " hi += 1\n", " cum += vols[hi]\n", "\n", " poc_prices.append(poc_price)\n", " vah_prices.append(levels[hi])\n", " val_prices.append(levels[lo])\n", " times.append(t)\n", "\n", " fig.add_trace(go.Scatter(x=times, y=poc_prices, mode=\"lines\", line=dict(width=2), name=\"POC\"), row=1, col=1)\n", " fig.add_trace(go.Scatter(x=times, y=vah_prices, mode=\"lines\", line=dict(dash=\"dash\"), name=\"VAH\"), row=1, col=1)\n", " fig.add_trace(go.Scatter(x=times, y=val_prices, mode=\"lines\", line=dict(dash=\"dash\"), name=\"VAL\"), row=1, col=1)\n", "\n", "# -------------------------------------------------\n", "# LAYOUT\n", "# -------------------------------------------------\n", "fig.update_layout(\n", " title=f\"{symbol} – Trading Sessions Only ({lookback_days} sessions, delay {delay_days}d)\",\n", " height=900,\n", " xaxis_rangeslider_visible=False,\n", " template=\"plotly_white\"\n", ")\n", "\n", "fig.show()\n" ] }, { "cell_type": "code", "execution_count": 6, "id": "0e0ed527-6fe7-4cf6-bb57-b7f88cbb3b2c", "metadata": {}, "outputs": [ { "data": { 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", 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", 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XsEBmZmZmRtmwQNnO91ND3LBAUrgehSvisEAOLbKdT96wQDEIrBx637BAc2iR7RzasEBiEFg5NNewQB+F61GY2LBA2/l+anzasEDNzMzMTN6wQBkEVg5N4bBAXI/C9UjhsEAnMQisHOKwQE5iEFh54LBAc2iR7VzosECJQWDlEOiwQIlBYOWQ6rBAGy/dJAbrsEAAAAAAoO2wQOf7qfGS67BAN4lBYGXqsEB3vp8aL+ewQMl2vp/a5LBAWmQ734/isEC28/3UeN+wQNv5fmr827BASOF6FI7bsECyne+nRtSwQA4tsp1v2LBA5/up8ZLasEA3iUFgJdmwQGIQWDmU3bBAYhBYOfTcsECq8dJNwt6wQEw3iUEA3LBAYOXQIhvcsEDTTWIQ+N2wQBfZzvdz0rBAukkMAkvZsECamZmZ2dywQGZmZmbm27BASOF6FC7bsEDZzvdTQ9uwQJ7vp8br2rBA7FG4HgXcsEBoke18X9ywQNv5fmrc27BACtejcB3bsEDJdr6f2uKwQGIQWDkU6LBAexSuRwHtsEA9Ctej0OawQGDl0CLb4rBAUrgehYvlsEDdJAaBle6wQBkEVg4t77BA+FPjpdvssEAlBoGVQ+iwQOOlm8Qg5LBAyXa+n3rksEBaZDvfT+CwQPCnxku347BAMzMzM7PqsEC28/3UmOiwQPYoXI8i6rBAi2zn+ynwsEAUrkfhmu+wQE5iEFh59rBA1XjpJjHysEAzMzMzc+qwQHnpJjHo6LBAK4cW2S7tsEDByqFFFvCwQBBYObRo7rBABoGVQ0vqsEDVeOkmMe+wQG8Sg8AK87BAqMZLN4nysEBiEFg5dPOwQMl2vp+a9LBAWDm0yHb3sEDZzvdTw/OwQJMYBFZO8rBAJQaBlaPvsEBU46WbpO+wQBKDwMph8bBAoBov3aTysEBMN4lBwPCwQGDl0CJb8bBAokW2873wsEApXI/CFe2wQE5iEFh56LBAhetRuL7ksEAzMzMzM+SwQDm0yHbe5LBAWmQ73+/psEAxCKwc2umwQBfZzvfz7bBA2c73U6PqsEAMAiuH1uqwQDEIrBwa7LBA2/l+ajzssEBoke18H+uwQOOlm8Rg6bBA+FPjpfvosEB/arx0k+iwQI/C9Shc6bBAVg4tsh3rsEDhehSux+6wQLx0kxjE7LBAsHJokU3ssEB9PzVeuuqwQAaBlUML7LBA001iEDjtsEDb+X5q3OuwQIPAyqEF6rBADAIrh3bqsEBI4XoUzuywQLpJDAJr67BArkfhevTksEAbL90k5uWwQMuhRbYT5bBAgZVDi8zhsEBoke18f+SwQPLSTWKw47BAIbByaDHhsEDdJAaBleCwQKRwPQrX4rBAvHSTGETjsEDByqFF9uGwQFCNl24S5LBAJzEIrFzksEDXo3A9SuWwQG3n+6kx5bBA1XjpJpHksEC28/3UmOGwQPT91Hgp3bBAYhBYOXTesEAX2c73U+CwQIXrUbh+2rBAppvEIPDbsEA9CtejsOCwQNV46Sbx7rBA2c73UyPtsECPwvUofOywQAAAAACA17BAlkOLbKfUsEA730+Nl+awQKabxCDQ5LBAN4lBYCXrsECmm8QgcO6wQPhT46W78bBAnMQgsDIKsUBSuB6FawuxQI/C9ShcBLFA6SYxCIzisEB56SYxqOGwQMHKoUUW5rBACtejcP3ksEA3iUFgheuwQDMzMzPT67BABFYOLdLrsEApXI/CteWwQMdLN4lh5rBAmpmZmZnosED4U+Olm+ewQNNNYhC44rBAFK5H4XrksEDdJAaBVeiwQJHtfD8V67BAJzEIrDzssEDVeOkmUeuwQNEi2/m+6rBAIbByaHHosEBoke183+qwQKwcWmSb7rBAdZMYBPbtsECR7Xw/de2wQEJg5dDC7bBA7FG4HmXpsEBKDAIr5+ewQHe+nxrP57BA+FPjpZvlsEBOYhBYeeCwQNejcD0K1rBAarx0kzjVsECLbOf7ydywQA4tsp1P47BAf2q8dLPhsEBoke18v9qwQM/3U+NF2rBAAiuHFtnYsEAzMzMzE9mwQCGwcmhR3bBAoBov3aTdsEASg8DKod2wQGZmZmbm3LBAbxKDwErdsEAZBFYOzd+wQBKDwMph3rBAH4XrUZjdsEDHSzeJAeCwQEa28/305LBA/tR46UbksECYbhKDQOawQIlBYOXQ4bBAvHSTGITisEB/arx0M+OwQPT91Hgp47BAAAAAAODksEAAAAAAoOGwQKRwPQoX4bBAXrpJDGLisEAtsp3vx+SwQGZmZmYG5rBAAAAAAGDksEDsUbgexeWwQGDl0CK75bBAokW28x3nsEApXI/CFeiwQIts5/sJ57BAPzVeuknisEAK16NwveawQOkmMQis5bBA3SQGgbXlsED6fmq8FOWwQLx0kxik5rBARrbz/ZTgsEBg5dAiW+OwQMHKoUU25LBA9ihcjyLjsECamZmZGeawQNejcD2q57BASOF6FO7osECcxCCwUuewQIcW2c4X5bBAokW2813lsEB56SYxqOawQBSuR+G637BAc2iR7fzrsEBt5/upMe+wQIXrUbie8LBAz/dT4+XzsEDD9Shcz/awQIcW2c739bBA16NwPUr3sEAfhetRmPiwQBsv3SQm+7BAN4lBYCX7sEAbL90k5v2wQB1aZDtf/rBAtvP91Hj+sEDZzvdTIwCxQFg5tMj2+LBArkfhejT3sEBxPQrXg/qwQAIrhxZZ+rBADAIrh5b6sEA3iUFgJfmwQLgehesR9rBAI9v5fmr1sECYbhKDoPKwQARWDi3S8LBAAAAAAIDxsEAhsHJo0fCwQI2XbhKj8LBAObTIdl7xsEBt5/up8fOwQOXQItsZ+LBARrbz/RT7sEAdWmQ7P/ywQEoMAitHA7FAH4XrUbgGsUB3vp8arwmxQARWDi2SCbFAexSuR6EKsUDpJjEITAmxQBfZzvfTD7FASgwCK6cbsUCamZmZmRqxQA4tsp3vGrFAXrpJDKIasUBaZDvfLx6xQJqZmZk5ILFAF9nO91MhsUA/NV66CSSxQEjhehRuJ7FAYhBYOVQnsUAhsHJoMSmxQPCnxkv3KbFA9P3UeOkqsUArhxbZriyxQNNNYhC4LrFAukkMAmstsUDP91Pj5S+xQMuhRbbTLrFArkfhetQvsUC0yHa+HzCxQGZmZmYGOLFAgZVDi4w6sUCYbhKD4DuxQFg5tMh2PLFA8tJNYpA8sUAnMQis3DmxQCcxCKxcObFA2/l+ahw3sUDZzvdTIzaxQDMzMzPzN7FAMzMzM7M6sUDfT42XjjuxQKjGSzcJO7FAx0s3iQE7sUA3iUFgRTuxQEoMAitHNrFA4XoUrqc4sUBI4XoULjaxQClcj8IVOLFAokW28304sUCcxCCwsjixQHnpJjEoNrFAvHSTGAQ3sUACK4cWmTexQFg5tMgWObFALbKd7yc/sUA1XrpJzDyxQN0kBoE1QrFA0SLb+Z5DsUAGgZVDi0WxQKwcWmT7R7FA9P3UeMk+sUBKDAIrp0GxQOxRuB7FPbFAHVpkO987sUBcj8L1iECxQGZmZmamS7FAukkMAgtMsUAbL90kRlOxQPp+arwUUbFApHA9CndSsUA1XrpJDFOxQNEi2/m+UbFAmG4SgyBQsUCR7Xw/VVOxQFyPwvWoUrFAxSCwcohRsUDByqFFNlCxQFg5tMh2TbFAlkOLbKdNsUC8dJMYxEyxQIXrUbg+T7FATDeJQcBPsUC8dJMYZFGxQH0/NV76T7FAAiuHFrlPsUBMN4lBQFKxQM/3U+OFVrFAi2zn+0lasUD2KFyPwlyxQIXrUbheW7FA5/up8fJesUB7FK5H4WaxQMuhRbbTZLFAg8DKoeVmsUDFILByCGqxQA==", 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", 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" }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import MetaTrader5 as mt5\n", "import pandas as pd\n", "import pytz\n", "from datetime import datetime, timedelta\n", "from plotly.subplots import make_subplots\n", "import plotly.graph_objects as go\n", "import numpy as np\n", "\n", "# -------------------------------------------------\n", "# PARAMETERS\n", "# -------------------------------------------------\n", "symbol = \"XAUUSDc\"\n", "timeframe = mt5.TIMEFRAME_M15\n", "lookback_days = 10\n", "delay_days = 1\n", "utc_timezone = pytz.UTC\n", "value_area_pct = 0.7\n", "\n", "# -------------------------------------------------\n", "# TIMEFRAME → DELTA\n", "# -------------------------------------------------\n", "def timeframe_to_timedelta(tf):\n", " return {\n", " mt5.TIMEFRAME_M15: timedelta(minutes=15),\n", " mt5.TIMEFRAME_M30: timedelta(minutes=30),\n", " mt5.TIMEFRAME_H1: timedelta(hours=1),\n", " }.get(tf, timedelta(minutes=15))\n", "\n", "# -------------------------------------------------\n", "# MT5 INIT\n", "# -------------------------------------------------\n", "if not mt5.initialize():\n", " raise RuntimeError(mt5.last_error())\n", "\n", "mt5.symbol_select(symbol, True)\n", "\n", "# -------------------------------------------------\n", "# FETCH DATA (TRADING-SESSIONS AWARE)\n", "# -------------------------------------------------\n", "utc_end = datetime.now(utc_timezone).replace(\n", " hour=0, minute=0, second=0, microsecond=0\n", ") - timedelta(days=delay_days)\n", "\n", "raw_from = utc_end - timedelta(days=lookback_days * 3)\n", "\n", "rates = mt5.copy_rates_range(symbol, timeframe, raw_from, utc_end)\n", "mt5.shutdown()\n", "\n", "df = pd.DataFrame(rates)\n", "df[\"time\"] = pd.to_datetime(df[\"time\"], unit=\"s\", utc=True)\n", "df.set_index(\"time\", inplace=True)\n", "df.sort_index(inplace=True)\n", "\n", "# -------------------------------------------------\n", "# SESSION DETECTION\n", "# -------------------------------------------------\n", "candle_delta = timeframe_to_timedelta(timeframe)\n", "df[\"gap\"] = df.index.to_series().diff() > candle_delta\n", "df[\"session\"] = df[\"gap\"].cumsum()\n", "\n", "last_sessions = df[\"session\"].unique()[-lookback_days:]\n", "df = df[df[\"session\"].isin(last_sessions)]\n", "\n", "# -------------------------------------------------\n", "# NORMALIZE TICK VOLUME\n", "# -------------------------------------------------\n", "tv_min = df[\"tick_volume\"].min()\n", "tv_max = df[\"tick_volume\"].max()\n", "df[\"tick_volume_norm\"] = (df[\"tick_volume\"] - tv_min) / max(tv_max - tv_min, 1)\n", "\n", "# -------------------------------------------------\n", "# BUILD SESSION STRUCTURES\n", "# -------------------------------------------------\n", "trading_sessions = []\n", "\n", "for _, g in df.groupby(\"session\"):\n", " trading_sessions.append({\n", " \"x0\": g.index.min(),\n", " \"x1\": g.index.max() + candle_delta,\n", " \"y0\": g[\"low\"].min(),\n", " \"y1\": g[\"high\"].max(),\n", " \"df\": g\n", " })\n", "\n", "# -------------------------------------------------\n", "# FIGURE\n", "# -------------------------------------------------\n", "fig = make_subplots(\n", " rows=2,\n", " cols=1,\n", " shared_xaxes=True,\n", " row_heights=[0.75, 0.25]\n", ")\n", "\n", "fig.add_trace(\n", " go.Candlestick(\n", " x=df.index,\n", " open=df[\"open\"],\n", " high=df[\"high\"],\n", " low=df[\"low\"],\n", " close=df[\"close\"]\n", " ),\n", " row=1,\n", " col=1\n", ")\n", "\n", "fig.add_trace(\n", " go.Bar(\n", " x=df.index,\n", " y=df[\"tick_volume_norm\"]\n", " ),\n", " row=2,\n", " col=1\n", ")\n", "\n", "# -------------------------------------------------\n", "# SESSION SHADING\n", "# -------------------------------------------------\n", "for s in trading_sessions:\n", " fig.add_shape(\n", " type=\"rect\",\n", " x0=s[\"x0\"],\n", " x1=s[\"x1\"],\n", " y0=s[\"y0\"],\n", " y1=s[\"y1\"],\n", " fillcolor=\"green\",\n", " opacity=0.05,\n", " line=dict(width=0),\n", " layer=\"below\"\n", " )\n", "\n", "# -------------------------------------------------\n", "# DEVELOPING POC / VAH / VAL (NORMALIZED VOLUME)\n", "# -------------------------------------------------\n", "for s in trading_sessions:\n", " sess = s[\"df\"]\n", " cum_vol = {}\n", " poc, vah, val, tms = [], [], [], []\n", "\n", " for t, r in sess.iterrows():\n", " levels = np.arange(r[\"low\"], r[\"high\"] + 0.01, 0.1)\n", " vol = 1.0 / max(len(levels), 1)\n", "\n", " for p in levels:\n", " p = round(p, 2)\n", " cum_vol[p] = cum_vol.get(p, 0) + vol\n", "\n", " prices = np.array(sorted(cum_vol))\n", " vols = np.array([cum_vol[p] for p in prices])\n", " vols /= vols.sum()\n", "\n", " poc_idx = np.argmax(vols)\n", " target = value_area_pct\n", "\n", " lo = hi = poc_idx\n", " acc = vols[poc_idx]\n", "\n", " while acc < target:\n", " if lo > 0:\n", " lo -= 1\n", " acc += vols[lo]\n", " if hi < len(vols) - 1:\n", " hi += 1\n", " acc += vols[hi]\n", "\n", " poc.append(prices[poc_idx])\n", " vah.append(prices[hi])\n", " val.append(prices[lo])\n", " tms.append(t)\n", "\n", " fig.add_trace(go.Scatter(x=tms, y=poc, mode=\"lines\", line=dict(dash=\"dot\")), row=1, col=1)\n", " fig.add_trace(go.Scatter(x=tms, y=vah, mode=\"lines\", line=dict(dash=\"dot\")), row=1, col=1)\n", " fig.add_trace(go.Scatter(x=tms, y=val, mode=\"lines\", line=dict(dash=\"dot\")), row=1, col=1)\n", "\n", "# -------------------------------------------------\n", "# LAYOUT\n", "# -------------------------------------------------\n", "fig.update_layout(\n", " title=f\"{symbol} – Normalized Trading Sessions ({lookback_days})\",\n", " height=900,\n", " showlegend=False,\n", " xaxis_rangeslider_visible=False,\n", " template=\"plotly_white\"\n", ")\n", "\n", "fig.show()\n" ] }, { "cell_type": "code", "execution_count": 2, "id": "c371cb13-7393-4395-99af-ca6b98afb5e5", "metadata": {}, "outputs": [ { "data": { "application/vnd.plotly.v1+json": { "config": { "plotlyServerURL": "https://plot.ly" }, "data": [ { "close": { "bdata": 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", 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", 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" }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import MetaTrader5 as mt5\n", "import pandas as pd\n", "import pytz\n", "from datetime import datetime, timedelta\n", "from plotly.subplots import make_subplots\n", "import plotly.graph_objects as go\n", "import numpy as np\n", "\n", "# -------------------------------------------------\n", "# PARAMETERS\n", "# -------------------------------------------------\n", "symbol = \"XAUUSDc\"\n", "timeframe = mt5.TIMEFRAME_M15\n", "lookback_days = 10\n", "delay_days = 1\n", "utc_timezone = pytz.UTC\n", "value_area_pct = 0.7\n", "\n", "# -------------------------------------------------\n", "# TIMEFRAME → DELTA\n", "# -------------------------------------------------\n", "def timeframe_to_timedelta(tf):\n", " return {\n", " mt5.TIMEFRAME_M15: timedelta(minutes=15),\n", " mt5.TIMEFRAME_M30: timedelta(minutes=30),\n", " mt5.TIMEFRAME_H1: timedelta(hours=1),\n", " }.get(tf, timedelta(minutes=15))\n", "\n", "# -------------------------------------------------\n", "# MT5 INIT\n", "# -------------------------------------------------\n", "if not mt5.initialize():\n", " raise RuntimeError(mt5.last_error())\n", "\n", "mt5.symbol_select(symbol, True)\n", "\n", "# -------------------------------------------------\n", "# FETCH DATA (TRADING-SESSIONS AWARE)\n", "# -------------------------------------------------\n", "utc_end = datetime.now(utc_timezone).replace(\n", " hour=0, minute=0, second=0, microsecond=0\n", ") - timedelta(days=delay_days)\n", "\n", "raw_from = utc_end - timedelta(days=lookback_days * 3)\n", "\n", "rates = mt5.copy_rates_range(symbol, timeframe, raw_from, utc_end)\n", "mt5.shutdown()\n", "\n", "if rates is None or len(rates) == 0:\n", " raise RuntimeError(\"No data returned\")\n", "\n", "df = pd.DataFrame(rates)\n", "df[\"time\"] = pd.to_datetime(df[\"time\"], unit=\"s\", utc=True)\n", "df.set_index(\"time\", inplace=True)\n", "df.sort_index(inplace=True)\n", "\n", "# -------------------------------------------------\n", "# SESSION DETECTION\n", "# -------------------------------------------------\n", "candle_delta = timeframe_to_timedelta(timeframe)\n", "df[\"gap\"] = df.index.to_series().diff() > candle_delta\n", "df[\"session\"] = df[\"gap\"].cumsum()\n", "\n", "last_sessions = df[\"session\"].unique()[-lookback_days:]\n", "df = df[df[\"session\"].isin(last_sessions)]\n", "\n", "# -------------------------------------------------\n", "# NORMALIZE TICK VOLUME (GLOBAL)\n", "# -------------------------------------------------\n", "tv_min = df[\"tick_volume\"].min()\n", "tv_max = df[\"tick_volume\"].max()\n", "df[\"tick_volume_norm\"] = (df[\"tick_volume\"] - tv_min) / max(tv_max - tv_min, 1)\n", "\n", "# -------------------------------------------------\n", "# NORMALIZE OHLC PER SESSION\n", "# -------------------------------------------------\n", "df_norm = []\n", "\n", "for _, g in df.groupby(\"session\"):\n", " p_min = g[[\"open\", \"high\", \"low\", \"close\"]].min().min()\n", " p_max = g[[\"open\", \"high\", \"low\", \"close\"]].max().max()\n", " scale = max(p_max - p_min, 1e-6)\n", "\n", " g = g.copy()\n", " for col in [\"open\", \"high\", \"low\", \"close\"]:\n", " g[col + \"_norm\"] = (g[col] - p_min) / scale\n", "\n", " g[\"low_norm\"] = np.minimum.reduce([\n", " g[\"open_norm\"], g[\"high_norm\"], g[\"low_norm\"], g[\"close_norm\"]\n", " ])\n", " g[\"high_norm\"] = np.maximum.reduce([\n", " g[\"open_norm\"], g[\"high_norm\"], g[\"low_norm\"], g[\"close_norm\"]\n", " ])\n", "\n", " df_norm.append(g)\n", "\n", "df = pd.concat(df_norm).sort_index()\n", "\n", "# -------------------------------------------------\n", "# BUILD SESSION STRUCTURES\n", "# -------------------------------------------------\n", "trading_sessions = []\n", "\n", "for _, g in df.groupby(\"session\"):\n", " trading_sessions.append({\n", " \"x0\": g.index.min(),\n", " \"x1\": g.index.max() + candle_delta,\n", " \"y0\": g[\"low_norm\"].min(),\n", " \"y1\": g[\"high_norm\"].max(),\n", " \"df\": g\n", " })\n", "\n", "# -------------------------------------------------\n", "# FIGURE\n", "# -------------------------------------------------\n", "fig = make_subplots(\n", " rows=2,\n", " cols=1,\n", " shared_xaxes=True,\n", " row_heights=[0.75, 0.25]\n", ")\n", "\n", "# Normalized Candlesticks\n", "fig.add_trace(\n", " go.Candlestick(\n", " x=df.index,\n", " open=df[\"open_norm\"],\n", " high=df[\"high_norm\"],\n", " low=df[\"low_norm\"],\n", " close=df[\"close_norm\"]\n", " ),\n", " row=1,\n", " col=1\n", ")\n", "\n", "# Normalized Volume\n", "fig.add_trace(\n", " go.Bar(\n", " x=df.index,\n", " y=df[\"tick_volume_norm\"]\n", " ),\n", " row=2,\n", " col=1\n", ")\n", "\n", "# -------------------------------------------------\n", "# SESSION SHADING\n", "# -------------------------------------------------\n", "for s in trading_sessions:\n", " fig.add_shape(\n", " type=\"rect\",\n", " x0=s[\"x0\"],\n", " x1=s[\"x1\"],\n", " y0=s[\"y0\"],\n", " y1=s[\"y1\"],\n", " fillcolor=\"green\",\n", " opacity=0.05,\n", " line=dict(width=0),\n", " layer=\"below\"\n", " )\n", "\n", "# -------------------------------------------------\n", "# DEVELOPING POC / VAH / VAL (NORMALIZED)\n", "# -------------------------------------------------\n", "for s in trading_sessions:\n", " sess = s[\"df\"]\n", " cum_vol = {}\n", " poc, vah, val, tms = [], [], [], []\n", "\n", " for t, r in sess.iterrows():\n", " levels = np.linspace(r[\"low_norm\"], r[\"high_norm\"], 12)\n", " vol = 1.0 / max(len(levels), 1)\n", "\n", " for p in levels:\n", " p = round(float(p), 4)\n", " cum_vol[p] = cum_vol.get(p, 0) + vol\n", "\n", " prices = np.array(sorted(cum_vol))\n", " vols = np.array([cum_vol[p] for p in prices])\n", " vols /= vols.sum()\n", "\n", " poc_idx = np.argmax(vols)\n", " lo = hi = poc_idx\n", " acc = vols[poc_idx]\n", "\n", " while acc < value_area_pct:\n", " if lo > 0:\n", " lo -= 1\n", " acc += vols[lo]\n", " if hi < len(vols) - 1:\n", " hi += 1\n", " acc += vols[hi]\n", "\n", " poc.append(prices[poc_idx])\n", " vah.append(prices[hi])\n", " val.append(prices[lo])\n", " tms.append(t)\n", "\n", " fig.add_trace(go.Scatter(x=tms, y=poc, mode=\"lines\"), row=1, col=1)\n", " fig.add_trace(go.Scatter(x=tms, y=vah, mode=\"lines\", line=dict(dash=\"dash\")), row=1, col=1)\n", " fig.add_trace(go.Scatter(x=tms, y=val, mode=\"lines\", line=dict(dash=\"dash\")), row=1, col=1)\n", "\n", "# -------------------------------------------------\n", "# LAYOUT\n", "# -------------------------------------------------\n", "fig.update_layout(\n", " title=f\"{symbol} – Fully Normalized Trading Sessions ({lookback_days})\",\n", " height=900,\n", " showlegend=False,\n", " xaxis_rangeslider_visible=False,\n", " template=\"plotly_white\"\n", ")\n", "\n", "fig.show()\n" ] }, { "cell_type": "code", "execution_count": null, "id": "494cd072-d1ab-4378-ae32-ee218cbe92b8", "metadata": {}, "outputs": [], "source": [] } ], "metadata": { 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