diff --git a/configuration/crypto.cfg b/configuration/crypto.cfg new file mode 100644 index 0000000..2a49897 --- /dev/null +++ b/configuration/crypto.cfg @@ -0,0 +1,33 @@ +{ + "security_type": "CRYPTO", + "data_directory": "./data/crypto", + "datafiles": [ + "20250519.mktdata.ohlcv.db" + ], + "db_table_name": "bnbspot_ohlcv_1min", + "exchange_id": "BNBSPOT", + "instrument_id_pfx": "PAIR-", + "instruments": [ + "BTC-USDT", + "BCH-USDT", + "ETH-USDT", + "LTC-USDT", + "XRP-USDT", + "ADA-USDT", + "SOL-USDT", + "DOT-USDT" + ], + "trading_hours": { + "begin_session": "00:00:00", + "end_session": "23:59:00", + "timezone": "UTC" + }, + "price_column": "close", + "min_required_points": 30, + "zero_threshold": 1e-10, + "dis-equilibrium_open_trshld": 2.0, + "dis-equilibrium_close_trshld": 0.5, + "training_minutes": 120, + "funding_per_pair": 2000.0, + "strategy_class": "strategies.StaticFitStrategy" +} \ No newline at end of file diff --git a/configuration/equity.cfg b/configuration/equity.cfg new file mode 100644 index 0000000..c4321b3 --- /dev/null +++ b/configuration/equity.cfg @@ -0,0 +1,35 @@ +{ + "security_type": "EQUITY", + "data_directory": "./data/equity", + "datafiles": [ + # "20250508.alpaca_sim_md.db", + "20250509.alpaca_sim_md.db", + # "20250512.alpaca_sim_md.db", + # "20250513.alpaca_sim_md.db", + # "20250514.alpaca_sim_md.db", + # "20250515.alpaca_sim_md.db", + # "20250516.alpaca_sim_md.db", + # "20250519.alpaca_sim_md.db", + # "20250520.alpaca_sim_md.db" + ], + "db_table_name": "md_1min_bars", + "exchange_id": "ALPACA", + "instrument_id_pfx": "STOCK-", + "instruments": [ + "COIN", + "GBTC" + ], + "trading_hours": { + "begin_session": "9:30:00", + "end_session": "16:00:00", + "timezone": "America/New_York" + }, + "price_column": "close", + "min_required_points": 30, + "zero_threshold": 1e-10, + "dis-equilibrium_open_trshld": 2.0, + "dis-equilibrium_close_trshld": 1.0, + "training_minutes": 120, + "funding_per_pair": 2000.0, + "strategy_class": "strategies.StaticFitStrategy" +} \ No newline at end of file diff --git a/prompts/20250612.testing_code_request.txt b/prompts/20250612.testing_code_request.txt new file mode 100644 index 0000000..3e2eee0 --- /dev/null +++ b/prompts/20250612.testing_code_request.txt @@ -0,0 +1 @@ +Create python code that tests pairs trading strategy \ No newline at end of file diff --git a/scripts/load_crypto_1min.sh b/scripts/load_crypto_1min.sh new file mode 100755 index 0000000..f8adb9a --- /dev/null +++ b/scripts/load_crypto_1min.sh @@ -0,0 +1,28 @@ +#!/usr/bin/env bash + +# ------------------------------------- +# --- Given month, specific dates +# ------------------------------------- + +# for dt in 20250528 20250529 20250530 20250531; do +# rsync -ahvv cvtt@hs01.cvtt.vpn:/works/cvtt/md_archive/crypto/sim/2025/2025-05/${dt}.*.gz ./ +# done +# ------------------------------------- + +# ------------------------------------- +# --- Current month - all files +# ------------------------------------- +pushd ./data/crypto +rsync -ahvv cvtt@hs01.cvtt.vpn:/works/cvtt/md_archive/crypto/sim/*.gz ./ +# ------------------------------------- + +for srcfname in $(ls *.db.gz); do + dt="${srcfname:0:8}" + tgtfile=${dt}.mktdata.ohlcv.db + echo "${srcfname} -> ${tgtfile}" + + gunzip -c $srcfname > temp.db + rm -f ${tgtfile} && sqlite3 temp.db ".dump md_1min_bars" | sqlite3 ${tgtfile} && rm ${srcfname} +done +rm temp.db +popd \ No newline at end of file diff --git a/src/notebooks/pt_static.ipynb b/src/notebooks/pt_static.ipynb index ed4b984..67ce698 100644 --- a/src/notebooks/pt_static.ipynb +++ b/src/notebooks/pt_static.ipynb @@ -262,7 +262,7 @@ }, { "cell_type": "code", - "execution_count": 43, + "execution_count": 53, "metadata": {}, "outputs": [ { @@ -395,7 +395,7 @@ "244 204.3763 193650.0 2304 202.697874 " ] }, - "execution_count": 43, + "execution_count": 53, "metadata": {}, "output_type": "execute_result" } @@ -720,14 +720,14 @@ }, { "cell_type": "code", - "execution_count": 48, + "execution_count": 61, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", "text/plain": [ - "
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" ] }, "metadata": {}, @@ -753,34 +753,35 @@ ], "source": [ "if is_cointegrated:\n", - " fig, axes = plt.subplots(2, 1, figsize=(15, 10))\n", + " # fig, axes = plt.subplots(, 1, figsize=(15, 10))\n", "\n", - " # Raw dis-equilibrium\n", - " axes[0].plot(pair.training_df_['tstamp'], pair.training_df_['dis-equilibrium'],\n", - " color='blue', alpha=0.8, label='Raw Dis-equilibrium')\n", - " axes[0].axhline(y=pair.training_mu_, color='red', linestyle='--', alpha=0.7, label='Mean')\n", - " axes[0].axhline(y=pair.training_mu_ + pair.training_std_, color='orange', linestyle='--', alpha=0.5, label='+1 Std')\n", - " axes[0].axhline(y=pair.training_mu_ - pair.training_std_, color='orange', linestyle='--', alpha=0.5, label='-1 Std')\n", - " axes[0].set_title('Training Period: Raw Dis-equilibrium')\n", - " axes[0].set_ylabel('Dis-equilibrium')\n", - " axes[0].legend()\n", - " axes[0].grid(True)\n", + " # # Raw dis-equilibrium\n", + " # axes[0].plot(pair.training_df_['tstamp'], pair.training_df_['dis-equilibrium'],\n", + " # color='blue', alpha=0.8, label='Raw Dis-equilibrium')\n", + " # axes[0].axhline(y=pair.training_mu_, color='red', linestyle='--', alpha=0.7, label='Mean')\n", + " # axes[0].axhline(y=pair.training_mu_ + pair.training_std_, color='orange', linestyle='--', alpha=0.5, label='+1 Std')\n", + " # axes[0].axhline(y=pair.training_mu_ - pair.training_std_, color='orange', linestyle='--', alpha=0.5, label='-1 Std')\n", + " # axes[0].set_title('Training Period: Raw Dis-equilibrium')\n", + " # axes[0].set_ylabel('Dis-equilibrium')\n", + " # axes[0].legend()\n", + " # axes[0].grid(True)\n", "\n", " # Scaled dis-equilibrium\n", - " axes[1].plot(pair.training_df_['tstamp'], pair.training_df_['scaled_dis-equilibrium'],\n", + " fig, axes = plt.subplots(1, 1, figsize=(15, 5))\n", + " axes.plot(pair.training_df_['tstamp'], pair.training_df_['scaled_dis-equilibrium'],\n", " color='green', alpha=0.8, label='Scaled Dis-equilibrium')\n", - " axes[1].axhline(y=0, color='red', linestyle='--', alpha=0.7, label='Mean (0)')\n", - " axes[1].axhline(y=1, color='orange', linestyle='--', alpha=0.5, label='+1 Std')\n", - " axes[1].axhline(y=-1, color='orange', linestyle='--', alpha=0.5, label='-1 Std')\n", - " axes[1].axhline(y=CONFIG['dis-equilibrium_open_trshld'], color='purple',\n", + " axes.axhline(y=0, color='red', linestyle='--', alpha=0.7, label='Mean (0)')\n", + " axes.axhline(y=1, color='orange', linestyle='--', alpha=0.5, label='+1 Std')\n", + " axes.axhline(y=-1, color='orange', linestyle='--', alpha=0.5, label='-1 Std')\n", + " axes.axhline(y=CONFIG['dis-equilibrium_open_trshld'], color='purple',\n", " linestyle=':', alpha=0.7, label=f\"Open Threshold ({CONFIG['dis-equilibrium_open_trshld']})\")\n", - " axes[1].axhline(y=CONFIG['dis-equilibrium_close_trshld'], color='brown',\n", + " axes.axhline(y=CONFIG['dis-equilibrium_close_trshld'], color='brown',\n", " linestyle=':', alpha=0.7, label=f\"Close Threshold ({CONFIG['dis-equilibrium_close_trshld']})\")\n", - " axes[1].set_title('Training Period: Scaled Dis-equilibrium')\n", - " axes[1].set_ylabel('Scaled Dis-equilibrium')\n", - " axes[1].set_xlabel('Time')\n", - " axes[1].legend()\n", - " axes[1].grid(True)\n", + " axes.set_title('Training Period: Scaled Dis-equilibrium')\n", + " axes.set_ylabel('Scaled Dis-equilibrium')\n", + " axes.set_xlabel('Time')\n", + " axes.legend()\n", + " axes.grid(True)\n", "\n", " plt.tight_layout()\n", " plt.show()\n", @@ -872,7 +873,7 @@ }, { "cell_type": "code", - "execution_count": 50, + "execution_count": 62, "metadata": {}, "outputs": [ { diff --git a/src/pt_backtest.py b/src/pt_backtest.py index a0ff3dc..0fadcc6 100644 --- a/src/pt_backtest.py +++ b/src/pt_backtest.py @@ -1,3 +1,6 @@ +import argparse +import hjson +import importlib from typing import Any, Dict, List @@ -9,106 +12,15 @@ from tools.trading_pair import TradingPair from results import BacktestResult -# ------------------------ Configuration ------------------------ -# Default configuration -CRYPTO_CONFIG: Dict = { - "security_type": "CRYPTO", - # --- Data retrieval - "data_directory": "./data/crypto", - "datafiles": [ - "20250519.mktdata.ohlcv.db", - # "20250520.mktdata.ohlcv.db", - # "20250521.mktdata.ohlcv.db", - # "20250522.mktdata.ohlcv.db", - # "20250523.mktdata.ohlcv.db", - # "20250524.mktdata.ohlcv.db", - # "20250525.mktdata.ohlcv.db", - ], - "db_table_name": "bnbspot_ohlcv_1min", - # ----- Instruments - "exchange_id": "BNBSPOT", - "instrument_id_pfx": "PAIR-", - "instruments": [ - "BTC-USDT", - "BCH-USDT", - "ETH-USDT", - "LTC-USDT", - "XRP-USDT", - "ADA-USDT", - "SOL-USDT", - "DOT-USDT", - ], - "trading_hours": { - "begin_session": "00:00:00", - "end_session": "23:59:00", - "timezone": "UTC", - }, - # ----- Model Settings - "price_column": "close", - "min_required_points": 30, - "zero_threshold": 1e-10, - - "dis-equilibrium_open_trshld": 2.0, - "dis-equilibrium_close_trshld": 0.5, - - # "training_minutes": 120, - "training_minutes": 120, - # ----- Validation - "funding_per_pair": 2000.0, # USD -} - -# ========================== EQUITIES -EQT_CONFIG: Dict = { - # --- Data retrieval - "security_type": "EQUITY", - "data_directory": "./data/equity", - "datafiles": [ - # "20250508.alpaca_sim_md.db", - "20250509.alpaca_sim_md.db", - # "20250512.alpaca_sim_md.db", - # "20250513.alpaca_sim_md.db", - # "20250514.alpaca_sim_md.db", - # "20250515.alpaca_sim_md.db", - # "20250516.alpaca_sim_md.db", - # "20250519.alpaca_sim_md.db", - # "20250520.alpaca_sim_md.db" - ], - "db_table_name": "md_1min_bars", - # ----- Instruments - "exchange_id": "ALPACA", - "instrument_id_pfx": "STOCK-", - "instruments": [ - "COIN", - "GBTC", - # "HOOD", - # "MSTR", - # "PYPL", - ], - "trading_hours": { - "begin_session": "9:30:00", - "end_session": "16:00:00", - "timezone": "America/New_York", - }, - # ----- Model Settings - "price_column": "close", - "min_required_points": 30, - "zero_threshold": 1e-10, - "dis-equilibrium_open_trshld": 2.0, - "dis-equilibrium_close_trshld": 1.0, #0.5, - "training_minutes": 120, - # ----- Validation - "funding_per_pair": 2000.0, -} +def load_config(config_path: str) -> Dict: + with open(config_path, "r") as f: + config = hjson.load(f) + return config -# CONFIG = CRYPTO_CONFIG -CONFIG = EQT_CONFIG -STRATEGY = StaticFitStrategy() - -# CONFIG = CRYPTO_CONFIG -# STRATEGY = SlidingFitStrategy() - -def run_all_pairs(config: Dict, datafile: str, price_column: str, bt_result: BacktestResult) -> None: +def run_all_pairs( + config: Dict, datafile: str, price_column: str, bt_result: BacktestResult, strategy +) -> None: def _create_pairs(config: Dict) -> List[TradingPair]: nonlocal datafile @@ -117,7 +29,7 @@ def run_all_pairs(config: Dict, datafile: str, price_column: str, bt_result: Bac unique_index_pairs = [(i, j) for i in all_indexes for j in all_indexes if i < j] pairs = [] market_data_df = load_market_data( - f'{config["data_directory"]}/{datafile}', config=CONFIG + f'{config["data_directory"]}/{datafile}', config=config ) for a_index, b_index in unique_index_pairs: pair = TradingPair( @@ -129,10 +41,11 @@ def run_all_pairs(config: Dict, datafile: str, price_column: str, bt_result: Bac pairs.append(pair) return pairs - pairs_trades = [] for pair in _create_pairs(config): - single_pair_trades = STRATEGY.run_pair(pair=pair, config=CONFIG, bt_result=bt_result) + single_pair_trades = strategy.run_pair( + pair=pair, config=config, bt_result=bt_result + ) if single_pair_trades is not None and len(single_pair_trades) > 0: pairs_trades.append(single_pair_trades) # Check if result_list has any data before concatenating @@ -149,12 +62,24 @@ def run_all_pairs(config: Dict, datafile: str, price_column: str, bt_result: Bac def main() -> None: + parser = argparse.ArgumentParser(description="Run pairs trading backtest.") + parser.add_argument( + "--config", type=str, required=True, help="Path to the configuration file." + ) + args = parser.parse_args() + + CONFIG = load_config(args.config) + + # Dynamically instantiate strategy class + strategy_class_name = CONFIG.get("strategy_class", "strategies.StaticFitStrategy") + module_name, class_name = strategy_class_name.rsplit(".", 1) + module = importlib.import_module(module_name) + STRATEGY = getattr(module, class_name)() + # Initialize a dictionary to store all trade results all_results: Dict[str, Dict[str, Any]] = {} bt_results = BacktestResult(config=CONFIG) - # Initialize global PnL tracking variables - # Process each data file price_column = CONFIG["price_column"] for datafile in CONFIG["datafiles"]: @@ -166,7 +91,11 @@ def main() -> None: # Process data for this file try: run_all_pairs( - config=CONFIG, datafile=datafile, price_column=price_column, bt_result=bt_results + config=CONFIG, + datafile=datafile, + price_column=price_column, + bt_result=bt_results, + strategy=STRATEGY, ) # Store results with file name as key @@ -175,17 +104,14 @@ def main() -> None: print(f"Successfully processed {filename}") - # No longer printing unrealized PnL since we removed that functionality - except Exception as e: print(f"Error processing {datafile}: {str(e)}") - # BacktestResults.print_results_summary(all_results) + # Calculate and print results bt_results.calculate_returns(all_results) - - # Print grand totals bt_results.print_grand_totals() bt_results.print_outstanding_positions() + if __name__ == "__main__": - main() \ No newline at end of file + main()