From d46bcb64d6c21f28b18a68d598ec00c2ec1e1e7f Mon Sep 17 00:00:00 2001 From: Oleg Sheynin Date: Wed, 16 Jul 2025 03:06:16 +0000 Subject: [PATCH] progress --- research/notebooks/pt_sliding.ipynb | 1878 ++++----------------------- 1 file changed, 270 insertions(+), 1608 deletions(-) diff --git a/research/notebooks/pt_sliding.ipynb b/research/notebooks/pt_sliding.ipynb index 0945a43..e793cee 100644 --- a/research/notebooks/pt_sliding.ipynb +++ b/research/notebooks/pt_sliding.ipynb @@ -43,7 +43,7 @@ }, { "cell_type": "code", - "execution_count": 1, + "execution_count": 25, "metadata": {}, "outputs": [], "source": [ @@ -105,7 +105,7 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 26, "metadata": {}, "outputs": [], "source": [ @@ -144,7 +144,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 27, "metadata": {}, "outputs": [], "source": [ @@ -224,7 +224,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 28, "metadata": {}, "outputs": [], "source": [ @@ -311,7 +311,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 29, "metadata": {}, "outputs": [], "source": [ @@ -350,10 +350,11 @@ "\n", " # Display sample data\n", " print(f\"\\nSample data:\")\n", - " with pd.option_context('display.max_rows', None, 'display.max_columns', None):\n", - " print(pair.market_data_)\n", + " # with pd.option_context('display.max_rows', None, 'display.max_columns', None):\n", + " # print(pair.market_data_)\n", " display(pair.market_data_.head())\n", "\n", + " display(pair.market_data_.tail())\n", "# prepare_market_data()" ] }, @@ -370,7 +371,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 30, "metadata": {}, "outputs": [], "source": [ @@ -415,7 +416,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 31, "metadata": {}, "outputs": [], "source": [ @@ -507,7 +508,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 32, "metadata": {}, "outputs": [], "source": [ @@ -577,7 +578,7 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 33, "metadata": {}, "outputs": [], "source": [ @@ -716,74 +717,87 @@ " # 2. Trading signals timeline if available - using consistent timeline\n", " if pair_trades is not None and len(pair_trades) > 0:\n", " # Separate trades by action and status for different colors\n", - " buy_open_trades = pair_trades[(pair_trades['action'].str.contains('BUY', na=False)) & \n", - " (pair_trades['status'] == 'OPEN')]\n", - " buy_close_trades = pair_trades[(pair_trades['action'].str.contains('BUY', na=False)) & \n", - " (pair_trades['status'] == 'CLOSE')]\n", - " sell_open_trades = pair_trades[(pair_trades['action'].str.contains('SELL', na=False)) & \n", - " (pair_trades['status'] == 'OPEN')]\n", - " sell_close_trades = pair_trades[(pair_trades['action'].str.contains('SELL', na=False)) & \n", - " (pair_trades['status'] == 'CLOSE')]\n", + " # buy_open_trades = pair_trades[(pair_trades['action'].str.contains('BUY', na=False)) & \n", + " # (pair_trades['status'] == 'OPEN')]\n", + " # buy_close_trades = pair_trades[(pair_trades['action'].str.contains('BUY', na=False)) & \n", + " # (pair_trades['status'] == 'CLOSE')]\n", + " # sell_open_trades = pair_trades[(pair_trades['action'].str.contains('SELL', na=False)) & \n", + " # (pair_trades['status'] == 'OPEN')]\n", + " # sell_close_trades = pair_trades[(pair_trades['action'].str.contains('SELL', na=False)) & \n", + " # (pair_trades['status'] == 'CLOSE')]\n", " \n", + " open_trades = pair_trades[(pair_trades['status'] == 'OPEN')]\n", + " close_trades = pair_trades[(pair_trades['status'] == 'CLOSE')]\n", " # Create y-values for timeline visualization\n", " trade_indices = list(range(len(pair_trades)))\n", " \n", + " zeroes = [0] * len(pair_trades)\n", + " ones = [1] * len(pair_trades)\n", + "\n", " # Add trading signals with different colors based on action and status\n", - " if len(buy_open_trades) > 0:\n", - " buy_open_indices = [i for i, (_, row) in enumerate(pair_trades.iterrows()) \n", - " if 'BUY' in row['action'] and row['status'] == 'OPEN']\n", + " # if len(buy_open_trades) > 0:\n", + " if len(open_trades) > 0:\n", + " # buy_open_indices = [i for i, (_, row) in enumerate(pair_trades.iterrows()) \n", + " # if 'BUY' in row['action'] and row['status'] == 'OPEN']\n", " fig.add_trace(\n", " go.Scatter(\n", - " x=buy_open_trades['time'],\n", - " y=buy_open_indices,\n", + " # x=buy_open_trades['time'],\n", + " # y=buy_open_indices,\n", + " x=open_trades['time'],\n", + " y=zeroes,\n", " mode='markers',\n", - " name='BUY OPEN',\n", - " marker=dict(color='red', size=10, symbol='circle')\n", + " name='OPEN',\n", + " marker=dict(color='red', size=10, symbol='triangle-up')\n", " ),\n", " row=2, col=1\n", " )\n", " \n", - " if len(buy_close_trades) > 0:\n", - " buy_close_indices = [i for i, (_, row) in enumerate(pair_trades.iterrows()) \n", - " if 'BUY' in row['action'] and row['status'] == 'CLOSE']\n", + " # if len(buy_close_trades) > 0:\n", + " if len(close_trades) > 0:\n", + " # buy_close_indices = [i for i, (_, row) in enumerate(pair_trades.iterrows()) \n", + " # if 'BUY' in row['action'] and row['status'] == 'CLOSE']\n", " fig.add_trace(\n", " go.Scatter(\n", - " x=buy_close_trades['time'],\n", - " y=buy_close_indices,\n", + " # x=buy_close_trades['time'],\n", + " # y=buy_close_indices,\n", + " x=close_trades['time'],\n", + " y=ones,\n", " mode='markers',\n", - " name='BUY CLOSE',\n", - " marker=dict(color='pink', size=10, symbol='circle')\n", + " name='CLOSE',\n", + " marker=dict(color='green', size=10, symbol='triangle-down')\n", " ),\n", " row=2, col=1\n", " )\n", + " \n", + " # if len(sell_open_trades) > 0:\n", + " # sell_open_indices = [i for i, (_, row) in enumerate(pair_trades.iterrows()) \n", + " # if 'SELL' in row['action'] and row['status'] == 'OPEN']\n", + " # fig.add_trace(\n", + " # go.Scatter(\n", + " # x=sell_open_trades['time'],\n", + " # # y=sell_open_indices,\n", + " # y=zeroes,\n", + " # mode='markers',\n", + " # name='SELL OPEN',\n", + " # marker=dict(color='blue', size=10, symbol='circle')\n", + " # ),\n", + " # row=2, col=1\n", + " # )\n", " \n", - " if len(sell_open_trades) > 0:\n", - " sell_open_indices = [i for i, (_, row) in enumerate(pair_trades.iterrows()) \n", - " if 'SELL' in row['action'] and row['status'] == 'OPEN']\n", - " fig.add_trace(\n", - " go.Scatter(\n", - " x=sell_open_trades['time'],\n", - " y=sell_open_indices,\n", - " mode='markers',\n", - " name='SELL OPEN',\n", - " marker=dict(color='blue', size=10, symbol='circle')\n", - " ),\n", - " row=2, col=1\n", - " )\n", - " \n", - " if len(sell_close_trades) > 0:\n", - " sell_close_indices = [i for i, (_, row) in enumerate(pair_trades.iterrows()) \n", - " if 'SELL' in row['action'] and row['status'] == 'CLOSE']\n", - " fig.add_trace(\n", - " go.Scatter(\n", - " x=sell_close_trades['time'],\n", - " y=sell_close_indices,\n", - " mode='markers',\n", - " name='SELL CLOSE',\n", - " marker=dict(color='purple', size=10, symbol='circle')\n", - " ),\n", - " row=2, col=1\n", - " )\n", + " # if len(sell_close_trades) > 0:\n", + " # sell_close_indices = [i for i, (_, row) in enumerate(pair_trades.iterrows()) \n", + " # if 'SELL' in row['action'] and row['status'] == 'CLOSE']\n", + " # fig.add_trace(\n", + " # go.Scatter(\n", + " # x=sell_close_trades['time'],\n", + " # # y=sell_close_indices,\n", + " # y=ones,\n", + " # mode='markers',\n", + " # name='SELL CLOSE',\n", + " # marker=dict(color='purple', size=10, symbol='circle')\n", + " # ),\n", + " # row=2, col=1\n", + " # )\n", "\n", " fig.add_trace(\n", " go.Scatter(\n", @@ -963,7 +977,7 @@ " \n", " # Update y-axis labels\n", " fig.update_yaxes(title_text=\"Scaled Dis-equilibrium\", row=1, col=1)\n", - " fig.update_yaxes(title_text=\"Signal Index\", row=2, col=1)\n", + " fig.update_yaxes(title_text=\"Open/Close Actions\", row=2, col=1)\n", " fig.update_yaxes(title_text=f\"{SYMBOL_A} Price ($)\", row=3, col=1)\n", " fig.update_yaxes(title_text=f\"{SYMBOL_B} Price ($)\", row=4, col=1)\n", " \n", @@ -1161,7 +1175,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 34, "metadata": {}, "outputs": [], "source": [ @@ -1231,7 +1245,7 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 35, "metadata": {}, "outputs": [], "source": [ @@ -1312,7 +1326,7 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 36, "metadata": {}, "outputs": [ { @@ -1350,1444 +1364,7 @@ "Market data shape: (1436, 3)\n", "Column names: ['close_BTC-USDT', 'close_ETH-USDT']\n", "\n", - "Sample data:\n", - " tstamp close_BTC-USDT close_ETH-USDT\n", - "0 2025-06-04 00:00:00 105333.36 2591.27\n", - "1 2025-06-04 00:01:00 105380.93 2593.50\n", - "2 2025-06-04 00:02:00 105462.26 2597.47\n", - "3 2025-06-04 00:03:00 105456.96 2596.98\n", - "4 2025-06-04 00:04:00 105479.11 2598.29\n", - "5 2025-06-04 00:05:00 105513.81 2599.64\n", - "6 2025-06-04 00:06:00 105484.27 2597.99\n", - "7 2025-06-04 00:07:00 105478.40 2599.00\n", - "8 2025-06-04 00:08:00 105484.21 2599.89\n", - "9 2025-06-04 00:09:00 105460.00 2599.99\n", - "10 2025-06-04 00:10:00 105428.69 2598.65\n", - "11 2025-06-04 00:11:00 105428.85 2598.35\n", - "12 2025-06-04 00:12:00 105417.40 2596.43\n", - "13 2025-06-04 00:13:00 105360.00 2594.63\n", - "14 2025-06-04 00:14:00 105379.63 2594.17\n", - "15 2025-06-04 00:15:00 105457.80 2598.00\n", - "16 2025-06-04 00:16:00 105457.79 2598.29\n", - "17 2025-06-04 00:17:00 105436.17 2598.89\n", - "18 2025-06-04 00:18:00 105444.05 2599.81\n", - "19 2025-06-04 00:19:00 105509.44 2600.72\n", - "20 2025-06-04 00:20:00 105486.75 2600.90\n", - "21 2025-06-04 00:21:00 105402.27 2599.50\n", - "22 2025-06-04 00:22:00 105379.01 2600.10\n", - "23 2025-06-04 00:23:00 105380.96 2597.90\n", - "24 2025-06-04 00:24:00 105410.88 2600.29\n", - "25 2025-06-04 00:25:00 105390.61 2599.99\n", - "26 2025-06-04 00:26:00 105384.42 2598.75\n", - "27 2025-06-04 00:27:00 105324.60 2597.54\n", - "28 2025-06-04 00:28:00 105334.64 2598.20\n", - "29 2025-06-04 00:29:00 105288.01 2594.90\n", - "30 2025-06-04 00:30:00 105274.68 2589.67\n", - "31 2025-06-04 00:31:00 105257.56 2589.49\n", - "32 2025-06-04 00:32:00 105295.29 2591.14\n", - "33 2025-06-04 00:33:00 105264.01 2590.44\n", - "34 2025-06-04 00:34:00 105307.11 2592.44\n", - "35 2025-06-04 00:35:00 105296.58 2589.60\n", - "36 2025-06-04 00:36:00 105228.62 2587.93\n", - "37 2025-06-04 00:37:00 105250.00 2588.28\n", - "38 2025-06-04 00:38:00 105250.01 2588.79\n", - "39 2025-06-04 00:39:00 105229.21 2587.60\n", - "40 2025-06-04 00:40:00 105136.08 2584.51\n", - "41 2025-06-04 00:41:00 105193.60 2586.11\n", - "42 2025-06-04 00:42:00 105178.96 2585.79\n", - "43 2025-06-04 00:43:00 105212.46 2588.99\n", - "44 2025-06-04 00:44:00 105238.09 2588.59\n", - "45 2025-06-04 00:45:00 105307.40 2592.50\n", - "46 2025-06-04 00:46:00 105249.31 2590.30\n", - "47 2025-06-04 00:47:00 105334.39 2592.10\n", - "48 2025-06-04 00:48:00 105349.47 2591.81\n", - "49 2025-06-04 00:49:00 105358.23 2593.78\n", - "50 2025-06-04 00:50:00 105398.40 2595.29\n", - "51 2025-06-04 00:51:00 105401.00 2595.50\n", - "52 2025-06-04 00:52:00 105428.57 2596.63\n", - "53 2025-06-04 00:53:00 105453.37 2597.18\n", - "54 2025-06-04 00:54:00 105464.84 2597.97\n", - "55 2025-06-04 00:55:00 105440.00 2597.63\n", - "56 2025-06-04 00:56:00 105432.52 2598.06\n", - "57 2025-06-04 00:57:00 105476.19 2599.50\n", - "58 2025-06-04 00:58:00 105466.20 2599.59\n", - "59 2025-06-04 00:59:00 105476.20 2598.99\n", - "60 2025-06-04 01:00:00 105509.44 2600.89\n", - "61 2025-06-04 01:01:00 105599.99 2604.87\n", - "62 2025-06-04 01:02:00 105603.77 2605.69\n", - "63 2025-06-04 01:03:00 105619.05 2605.35\n", - "64 2025-06-04 01:04:00 105632.59 2605.90\n", - "65 2025-06-04 01:05:00 105610.46 2606.11\n", - "66 2025-06-04 01:06:00 105624.44 2607.99\n", - "67 2025-06-04 01:07:00 105612.10 2606.70\n", - "68 2025-06-04 01:08:00 105639.99 2607.68\n", - "69 2025-06-04 01:09:00 105656.40 2611.68\n", - "70 2025-06-04 01:10:00 105626.01 2610.38\n", - "71 2025-06-04 01:11:00 105654.40 2612.39\n", - "72 2025-06-04 01:12:00 105666.66 2613.40\n", - "73 2025-06-04 01:13:00 105610.28 2611.49\n", - "74 2025-06-04 01:14:00 105632.16 2611.50\n", - "75 2025-06-04 01:15:00 105584.00 2610.51\n", - "76 2025-06-04 01:16:00 105612.45 2611.10\n", - "77 2025-06-04 01:17:00 105578.26 2610.10\n", - "1421 2025-06-04 01:18:00 105526.94 2607.89\n", - "1422 2025-06-04 01:19:00 105562.68 2609.62\n", - "1423 2025-06-04 01:20:00 105540.69 2608.90\n", - "1424 2025-06-04 01:21:00 105566.00 2609.06\n", - "1425 2025-06-04 01:22:00 105574.53 2609.95\n", - "1426 2025-06-04 01:23:00 105574.54 2609.63\n", - "1427 2025-06-04 01:24:00 105681.26 2612.46\n", - "1428 2025-06-04 01:25:00 105709.97 2615.51\n", - "1429 2025-06-04 01:26:00 105719.41 2618.31\n", - "1430 2025-06-04 01:27:00 105698.12 2615.83\n", - "1431 2025-06-04 01:28:00 105679.20 2615.72\n", - "1432 2025-06-04 01:29:00 105686.64 2615.89\n", - "1433 2025-06-04 01:30:00 105637.28 2613.44\n", - "1434 2025-06-04 01:31:00 105609.68 2612.17\n", - "1435 2025-06-04 01:32:00 105615.09 2612.60\n", - "78 2025-06-04 01:33:00 105609.69 2612.20\n", - "79 2025-06-04 01:34:00 105598.11 2611.98\n", - "80 2025-06-04 01:35:00 105510.96 2607.20\n", - "81 2025-06-04 01:36:00 105524.92 2608.97\n", - "82 2025-06-04 01:37:00 105567.70 2608.81\n", - "83 2025-06-04 01:38:00 105530.88 2607.68\n", - "84 2025-06-04 01:39:00 105543.91 2608.24\n", - "85 2025-06-04 01:40:00 105530.87 2606.76\n", - "86 2025-06-04 01:41:00 105549.53 2608.99\n", - "87 2025-06-04 01:42:00 105562.71 2609.49\n", - "88 2025-06-04 01:43:00 105586.96 2611.43\n", - "89 2025-06-04 01:44:00 105597.16 2612.26\n", - "90 2025-06-04 01:45:00 105650.05 2614.48\n", - "91 2025-06-04 01:46:00 105492.19 2609.65\n", - "92 2025-06-04 01:47:00 105439.87 2609.70\n", - "93 2025-06-04 01:48:00 105492.66 2610.80\n", - "94 2025-06-04 01:49:00 105511.22 2612.51\n", - "95 2025-06-04 01:50:00 105530.97 2613.18\n", - "96 2025-06-04 01:51:00 105522.99 2611.70\n", - "97 2025-06-04 01:52:00 105513.80 2612.30\n", - "98 2025-06-04 01:53:00 105556.60 2612.80\n", - "99 2025-06-04 01:54:00 105569.06 2613.19\n", - "100 2025-06-04 01:55:00 105525.95 2611.11\n", - "101 2025-06-04 01:56:00 105525.68 2610.88\n", - "102 2025-06-04 01:57:00 105571.42 2613.01\n", - "103 2025-06-04 01:58:00 105556.51 2611.99\n", - "104 2025-06-04 01:59:00 105592.90 2612.23\n", - "105 2025-06-04 02:00:00 105616.96 2612.80\n", - "106 2025-06-04 02:01:00 105600.03 2612.62\n", - "107 2025-06-04 02:02:00 105639.98 2614.88\n", - "108 2025-06-04 02:03:00 105672.09 2616.99\n", - "109 2025-06-04 02:04:00 105706.75 2619.01\n", - "110 2025-06-04 02:05:00 105654.58 2616.63\n", - "111 2025-06-04 02:06:00 105683.65 2617.80\n", - "112 2025-06-04 02:07:00 105711.17 2618.29\n", - "113 2025-06-04 02:08:00 105766.76 2619.91\n", - "114 2025-06-04 02:09:00 105835.37 2620.19\n", - "115 2025-06-04 02:10:00 105821.18 2619.57\n", - "116 2025-06-04 02:11:00 105792.46 2616.54\n", - "117 2025-06-04 02:12:00 105779.99 2615.90\n", - "118 2025-06-04 02:13:00 105792.12 2615.98\n", - "119 2025-06-04 02:14:00 105772.12 2615.72\n", - "120 2025-06-04 02:15:00 105767.29 2616.73\n", - "121 2025-06-04 02:16:00 105788.52 2618.01\n", - "122 2025-06-04 02:17:00 105701.07 2613.99\n", - "123 2025-06-04 02:18:00 105700.33 2614.50\n", - "124 2025-06-04 02:19:00 105740.81 2616.30\n", - "125 2025-06-04 02:20:00 105761.08 2616.73\n", - "126 2025-06-04 02:21:00 105744.34 2616.01\n", - "127 2025-06-04 02:22:00 105774.12 2618.33\n", - "128 2025-06-04 02:23:00 105700.01 2616.37\n", - "129 2025-06-04 02:24:00 105677.81 2615.22\n", - "130 2025-06-04 02:25:00 105636.26 2613.49\n", - "131 2025-06-04 02:26:00 105649.98 2613.71\n", - "132 2025-06-04 02:27:00 105636.28 2614.16\n", - "133 2025-06-04 02:28:00 105632.40 2613.78\n", - "134 2025-06-04 02:29:00 105646.13 2614.72\n", - "135 2025-06-04 02:30:00 105636.43 2614.05\n", - "136 2025-06-04 02:31:00 105654.57 2614.50\n", - "137 2025-06-04 02:32:00 105664.97 2615.62\n", - "138 2025-06-04 02:33:00 105640.01 2615.10\n", - "139 2025-06-04 02:34:00 105659.51 2616.00\n", - "140 2025-06-04 02:35:00 105626.31 2615.49\n", - "141 2025-06-04 02:36:00 105613.69 2615.30\n", - "142 2025-06-04 02:37:00 105560.01 2613.10\n", - "143 2025-06-04 02:38:00 105484.67 2611.70\n", - "144 2025-06-04 02:39:00 105492.42 2612.99\n", - "145 2025-06-04 02:40:00 105466.61 2612.49\n", - "146 2025-06-04 02:41:00 105476.20 2612.67\n", - "147 2025-06-04 02:42:00 105475.53 2612.32\n", - "148 2025-06-04 02:43:00 105509.06 2614.10\n", - "149 2025-06-04 02:44:00 105501.83 2613.96\n", - "150 2025-06-04 02:45:00 105527.87 2615.50\n", - "151 2025-06-04 02:46:00 105546.27 2615.99\n", - "152 2025-06-04 02:47:00 105546.27 2615.51\n", - "153 2025-06-04 02:48:00 105517.61 2614.72\n", - "154 2025-06-04 02:49:00 105506.36 2613.25\n", - "155 2025-06-04 02:50:00 105506.36 2613.67\n", - 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