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nagishin/backtest_rotation_bot.ipynb

Created April 28, 2021 14:14
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backtest_rotation_bot.ipynb
{
"nbformat": 4,
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"metadata": {
"colab": {
"name": "backtest_rotation_bot.ipynb",
"provenance": [],
"collapsed_sections": [],
"toc_visible": true,
"mount_file_id": "19evY5fcMNRq3j7XzQIwSAgo373dP04Ix",
"authorship_tag": "ABX9TyPQSD1//8mQhmJ6QFMJL6/Z",
"include_colab_link": true
},
"kernelspec": {
"name": "python3",
"display_name": "Python 3"
}
},
"cells": [
{
"cell_type": "markdown",
"metadata": {
"id": "view-in-github",
"colab_type": "text"
},
"source": [
"<a href=\"https://colab.research.google.com/gist/nagishin/5a96bb2480d37582c33263f00c6f0717/backtest_rotation_bot.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "IT8KDp1hQmYv"
},
"source": [
"---\n",
"# 【バブル相場の回転botバックテスト】\n",
"<b>タイプ</b>\n",
"* 逆張りトレード\n",
"\n",
"<b>ロジック</b><br>\n",
"<エントリー>\n",
"* レバレッジL倍で、直近N分高値から、R%価格が下がった位置にエントリー指値\n",
" * Lは、2.5～5倍\n",
" * Nは、だいたい120～240分程度\n",
" * Rは、だいたい7～14%程度\n",
"\n",
"<決済>\n",
"* 直近N分安値から、R%価格が上がったら位置に決済指値\n",
" * Nは、だいたい120～240分程度\n",
" * Rは、だいたい6～10 %程度\n",
"\n",
"<b>対象データ</b>\n",
"* tickデータ ： BitMEX 1m OHLCV\n",
"\n",
"<b>対象期間</b>\n",
"* 2020-12-27 ～ 2021-04-24\n",
"\n",
"<b>[参考]</b><br>\n",
"[Hohetoさん著 バブル相場用の回転ボットのコンセプトとQuantZoneロジック](https://note.com/hht/n/n63022edc4610)\n",
"<br>\n",
"<br>\n",
"<b>[注意]</b><br>\n",
"本バックテストは上記noteにて公開されているロジックを参考にテストコードを作成していますが、動作を忠実に再現しているものではないことをご了承ください。\n",
"\n",
"---\n"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "y_9-OuvGNvWW"
},
"source": [
"# 1. 環境構築\n",
"Google Colaboratoryでテストを実行するために必要なセットアップです。\n",
"* backtest_assistant.py (バックテストツール)、chart_creator.py (チャート作成ツール) をアップロード\n",
"* 必要パッケージのインストール"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "9qvSZ0v3zeks"
},
"source": [
"## 1-1. バックテストに必要なファイルをアップロード\n",
"以下のツールに同梱されているpythonスクリプトファイルをアップロードします。<br>\n",
"(本notebookは以下のファイルがないと動作しません。)\n",
"* [バックテスト補助ツール「BacktestAssistant」](https://note.com/nagi7692/n/n0c874a0cf2b2) -> backtest_assistant.py\n",
"* [時系列データ可視化ツール「ChartCreator」](https://note.com/nagi7692/n/n401a95653ad0) -> chart_creator.py"
]
},
{
"cell_type": "code",
"metadata": {
"id": "mMMxBUEPzbEr"
},
"source": [
"from google.colab import files\n",
"files.upload()"
],
"execution_count": null,
"outputs": []
},
{
"cell_type": "markdown",
"metadata": {
"id": "2avmQKiAw5Ps"
},
"source": [
"## 1-2. 必要パッケージインストール\n",
"上記ツールを使用するために必要なパッケージをインストールします。<br>\n",
"また、テストデータの取得や加工に便利な以下のツールもインストールします。\n",
"* [テストデータ取得＆加工ツール【DataUtility】](https://gist.github.com/nagishin/1677ffa401476e9e98191a04012ac189)"
]
},
{
"cell_type": "code",
"metadata": {
"id": "RzalryYnwxue"
},
"source": [
"# 共通\n",
"!pip install numpy\n",
"!pip install pandas\n",
"!pip install datetime\n",
"!pip install pytz\n",
"# ChartCreator\n",
"!pip install matplotlib\n",
"!pip install mpl_finance\n",
"!pip install plotly\n",
"!pip install webcolors\n",
"!pip install beautifulsoup4\n",
"!pip install lxml\n",
"# DataUtility\n",
"!pip install git+https://github.com/nagishin/DataUtility.git"
],
"execution_count": null,
"outputs": []
},
{
"cell_type": "markdown",
"metadata": {
"id": "ws92ff2u_BPB"
},
"source": [
"# 2. パラメータ設定"
]
},
{
"cell_type": "code",
"metadata": {
"id": "1kna4sNd3AcU"
},
"source": [
"# テスト期間(JST)\n",
"START_TIME = '2020/12/27 09:00:00'\n",
"END_TIME = '2021/04/24 09:00:00'\n",
"\n",
"# 通貨ペア(BitMEX: ohlcv 1m)\n",
"SYMBOL = 'ETHUSD'\n",
"\n",
"# パターンが多いとテストに時間がかかるので注意\n",
"# サンプルとして4パターン程度にしておく\n",
"\n",
"# レバレッジ\n",
"LEVERAGE = [3.0]\n",
"\n",
"# エントリー\n",
"# 判定期間(分)\n",
"ENTRY_PERIOD = [120]\n",
"# 下落率(%)\n",
"ENTRY_RATIO = [7.0, 14.0]\n",
"\n",
"# 決済\n",
"# 判定期間(分)\n",
"EXIT_PERIOD = [120]\n",
"# 上昇率(%)\n",
"EXIT_RATIO = [6.0, 10.0]\n",
"\n",
"# これだと243パターンで時間がすごくかかります。\n",
"# ↓\n",
"'''\n",
"# レバレッジ\n",
"LEVERAGE = [2.5, 3.0, 5.0]\n",
"\n",
"# エントリー\n",
"# 判定期間(分)\n",
"ENTRY_PERIOD = [120, 180, 240]\n",
"# 下落率(%)\n",
"ENTRY_RATIO = [7.0, 10.0, 14.0]\n",
"\n",
"# 決済\n",
"# 判定期間(分)\n",
"EXIT_PERIOD = [120, 180, 240]\n",
"# 上昇率(%)\n",
"EXIT_RATIO = [6.0, 8.0, 10.0]\n",
"'''"
],
"execution_count": 2,
"outputs": []
},
{
"cell_type": "markdown",
"metadata": {
"id": "STbU1X9uYkFy"
},
"source": [
"## 2-1. データ取得\n",
"* バックテスト期間のOHLCVデータ(1m)取得 (df_ohlcv_1m)"
]
},
{
"cell_type": "code",
"metadata": {
"id": "LT5IYePqzY_7",
"colab": {
"base_uri": "https://localhost:8080/",
"height": 453
},
"outputId": "719d7c85-8204-44de-857d-8a34a3b816d0"
},
"source": [
"import DataUtility as du\n",
"\n",
"# テスト期間をUnix Timeに変換\n",
"start_ut = int(du.Time(START_TIME, tz='JST').unixtime())\n",
"end_ut = int(du.Time(END_TIME, tz='JST').unixtime())\n",
"\n",
"period = 1 # 時間足(分)\n",
"ohlcv_path = f'./{SYMBOL}_ohlcv_{period}m.csv' # 保存先(csv)\n",
"\n",
"# DataUtilityを使用してBitMEX OHLCVを取得\n",
"df_ohlcv_1m = du.Tool.get_ohlcv_from_bitmex(\n",
" symbol = SYMBOL, # 通貨ペア\n",
" start_ut = start_ut - 86400, # 取得開始(UnixTime)\n",
" end_ut = end_ut, # 取得終了(UnixTime)\n",
" period = period, # 時間足期間(分)\n",
" csv_path = ohlcv_path, # 取得結果保存先(CSVパス)\n",
" request_interval = 1.0) # RESTリクエスト待機時間(秒)\n",
"display(df_ohlcv_1m) # 確認表示"
],
"execution_count": 3,
"outputs": [
{
"output_type": "stream",
"text": [
"save csv: 1608940800 - 1619222340 (len=171360)\n",
"get df : 1608940800 - 1619222340 (len=171360)\n"
],
"name": "stdout"
},
{
"output_type": "display_data",
"data": {
"text/html": [
"<div>\n",
"<style scoped>\n",
" .dataframe tbody tr th:only-of-type {\n",
" vertical-align: middle;\n",
" }\n",
"\n",
" .dataframe tbody tr th {\n",
" vertical-align: top;\n",
" }\n",
"\n",
" .dataframe thead th {\n",
" text-align: right;\n",
" }\n",
"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>unixtime</th>\n",
" <th>open</th>\n",
" <th>high</th>\n",
" <th>low</th>\n",
" <th>close</th>\n",
" <th>volume</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>0</th>\n",
" <td>1608940800</td>\n",
" <td>627.35</td>\n",
" <td>628.50</td>\n",
" <td>627.55</td>\n",
" <td>628.50</td>\n",
" <td>37734</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1</th>\n",
" <td>1608940860</td>\n",
" <td>628.50</td>\n",
" <td>629.30</td>\n",
" <td>628.50</td>\n",
" <td>629.05</td>\n",
" <td>19323</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2</th>\n",
" <td>1608940920</td>\n",
" <td>629.05</td>\n",
" <td>629.35</td>\n",
" <td>629.00</td>\n",
" <td>629.35</td>\n",
" <td>21814</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3</th>\n",
" <td>1608940980</td>\n",
" <td>629.35</td>\n",
" <td>629.80</td>\n",
" <td>626.85</td>\n",
" <td>627.95</td>\n",
" <td>45300</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4</th>\n",
" <td>1608941040</td>\n",
" <td>627.95</td>\n",
" <td>627.90</td>\n",
" <td>625.80</td>\n",
" <td>626.60</td>\n",
" <td>13790</td>\n",
" </tr>\n",
" <tr>\n",
" <th>...</th>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>171355</th>\n",
" <td>1619222100</td>\n",
" <td>2368.40</td>\n",
" <td>2369.95</td>\n",
" <td>2368.35</td>\n",
" <td>2369.95</td>\n",
" <td>1066</td>\n",
" </tr>\n",
" <tr>\n",
" <th>171356</th>\n",
" <td>1619222160</td>\n",
" <td>2369.95</td>\n",
" <td>2374.30</td>\n",
" <td>2370.00</td>\n",
" <td>2373.85</td>\n",
" <td>866</td>\n",
" </tr>\n",
" <tr>\n",
" <th>171357</th>\n",
" <td>1619222220</td>\n",
" <td>2373.85</td>\n",
" <td>2374.95</td>\n",
" <td>2370.45</td>\n",
" <td>2371.25</td>\n",
" <td>2186</td>\n",
" </tr>\n",
" <tr>\n",
" <th>171358</th>\n",
" <td>1619222280</td>\n",
" <td>2371.25</td>\n",
" <td>2370.45</td>\n",
" <td>2367.90</td>\n",
" <td>2367.90</td>\n",
" <td>1050</td>\n",
" </tr>\n",
" <tr>\n",
" <th>171359</th>\n",
" <td>1619222340</td>\n",
" <td>2367.90</td>\n",
" <td>2373.10</td>\n",
" <td>2368.00</td>\n",
" <td>2372.15</td>\n",
" <td>873</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"<p>171360 rows × 6 columns</p>\n",
"</div>"
],
"text/plain": [
" unixtime open high low close volume\n",
"0 1608940800 627.35 628.50 627.55 628.50 37734\n",
"1 1608940860 628.50 629.30 628.50 629.05 19323\n",
"2 1608940920 629.05 629.35 629.00 629.35 21814\n",
"3 1608940980 629.35 629.80 626.85 627.95 45300\n",
"4 1608941040 627.95 627.90 625.80 626.60 13790\n",
"... ... ... ... ... ... ...\n",
"171355 1619222100 2368.40 2369.95 2368.35 2369.95 1066\n",
"171356 1619222160 2369.95 2374.30 2370.00 2373.85 866\n",
"171357 1619222220 2373.85 2374.95 2370.45 2371.25 2186\n",
"171358 1619222280 2371.25 2370.45 2367.90 2367.90 1050\n",
"171359 1619222340 2367.90 2373.10 2368.00 2372.15 873\n",
"\n",
"[171360 rows x 6 columns]"
]
},
"metadata": {
"tags": []
}
}
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "rxke21NhbCcw"
},
"source": [
"* テスト判定のための設定期間の高値・安値を算出 (df_ohlcv)"
]
},
{
"cell_type": "code",
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/",
"height": 419
},
"id": "NDKPFXL2vG8r",
"outputId": "0d56a4ae-77a0-499d-ba44-0bcc69672b05"
},
"source": [
"import numpy as np\n",
"import pandas as pd\n",
"\n",
"# テスト判定のための期間の高値・安値を算出\n",
"# エントリー (期間内の最高値)\n",
"for p in ENTRY_PERIOD:\n",
" df_ohlcv_1m[f'max_{p}'] = df_ohlcv_1m['high'].rolling(p).max().shift(1)\n",
"# 決済 (期間内の最安値)\n",
"for p in EXIT_PERIOD:\n",
" df_ohlcv_1m[f'min_{p}'] = df_ohlcv_1m['low'].rolling(p).min().shift(1)\n",
"\n",
"# テスト期間でフィルタリング\n",
"df_ohlcv = du.Tool.filter_df(df_ohlcv_1m, column='unixtime', min_value=start_ut, max_value=end_ut)\n",
"df_ohlcv.reset_index(drop=True, inplace=True)\n",
"\n",
"display(df_ohlcv) # 確認表示"
],
"execution_count": 4,
"outputs": [
{
"output_type": "display_data",
"data": {
"text/html": [
"<div>\n",
"<style scoped>\n",
" .dataframe tbody tr th:only-of-type {\n",
" vertical-align: middle;\n",
" }\n",
"\n",
" .dataframe tbody tr th {\n",
" vertical-align: top;\n",
" }\n",
"\n",
" .dataframe thead th {\n",
" text-align: right;\n",
" }\n",
"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>unixtime</th>\n",
" <th>open</th>\n",
" <th>high</th>\n",
" <th>low</th>\n",
" <th>close</th>\n",
" <th>volume</th>\n",
" <th>max_120</th>\n",
" <th>max_180</th>\n",
" <th>max_240</th>\n",
" <th>min_120</th>\n",
" <th>min_180</th>\n",
" <th>min_240</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>0</th>\n",
" <td>1609027200</td>\n",
" <td>637.90</td>\n",
" <td>639.25</td>\n",
" <td>637.85</td>\n",
" <td>639.20</td>\n",
" <td>29749</td>\n",
" <td>648.85</td>\n",
" <td>653.75</td>\n",
" <td>653.75</td>\n",
" <td>630.00</td>\n",
" <td>630.00</td>\n",
" <td>630.00</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1</th>\n",
" <td>1609027260</td>\n",
" <td>639.20</td>\n",
" <td>639.20</td>\n",
" <td>638.25</td>\n",
" <td>638.45</td>\n",
" <td>4578</td>\n",
" <td>648.75</td>\n",
" <td>653.75</td>\n",
" <td>653.75</td>\n",
" <td>630.00</td>\n",
" <td>630.00</td>\n",
" <td>630.00</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2</th>\n",
" <td>1609027320</td>\n",
" <td>638.45</td>\n",
" <td>638.70</td>\n",
" <td>637.80</td>\n",
" <td>638.55</td>\n",
" <td>69566</td>\n",
" <td>648.75</td>\n",
" <td>653.75</td>\n",
" <td>653.75</td>\n",
" <td>630.00</td>\n",
" <td>630.00</td>\n",
" <td>630.00</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3</th>\n",
" <td>1609027380</td>\n",
" <td>638.55</td>\n",
" <td>638.85</td>\n",
" <td>638.10</td>\n",
" <td>638.85</td>\n",
" <td>6117</td>\n",
" <td>648.75</td>\n",
" <td>653.75</td>\n",
" <td>653.75</td>\n",
" <td>630.00</td>\n",
" <td>630.00</td>\n",
" <td>630.00</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4</th>\n",
" <td>1609027440</td>\n",
" <td>638.85</td>\n",
" <td>639.60</td>\n",
" <td>638.20</td>\n",
" <td>638.75</td>\n",
" <td>25423</td>\n",
" <td>648.75</td>\n",
" <td>653.75</td>\n",
" <td>653.75</td>\n",
" <td>630.00</td>\n",
" <td>630.00</td>\n",
" <td>630.00</td>\n",
" </tr>\n",
" <tr>\n",
" <th>...</th>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>169915</th>\n",
" <td>1619222100</td>\n",
" <td>2368.40</td>\n",
" <td>2369.95</td>\n",
" <td>2368.35</td>\n",
" <td>2369.95</td>\n",
" <td>1066</td>\n",
" <td>2369.90</td>\n",
" <td>2375.45</td>\n",
" <td>2383.30</td>\n",
" <td>2308.25</td>\n",
" <td>2308.25</td>\n",
" <td>2308.25</td>\n",
" </tr>\n",
" <tr>\n",
" <th>169916</th>\n",
" <td>1619222160</td>\n",
" <td>2369.95</td>\n",
" <td>2374.30</td>\n",
" <td>2370.00</td>\n",
" <td>2373.85</td>\n",
" <td>866</td>\n",
" <td>2369.95</td>\n",
" <td>2375.45</td>\n",
" <td>2383.30</td>\n",
" <td>2308.25</td>\n",
" <td>2308.25</td>\n",
" <td>2308.25</td>\n",
" </tr>\n",
" <tr>\n",
" <th>169917</th>\n",
" <td>1619222220</td>\n",
" <td>2373.85</td>\n",
" <td>2374.95</td>\n",
" <td>2370.45</td>\n",
" <td>2371.25</td>\n",
" <td>2186</td>\n",
" <td>2374.30</td>\n",
" <td>2375.45</td>\n",
" <td>2383.30</td>\n",
" <td>2308.25</td>\n",
" <td>2308.25</td>\n",
" <td>2308.25</td>\n",
" </tr>\n",
" <tr>\n",
" <th>169918</th>\n",
" <td>1619222280</td>\n",
" <td>2371.25</td>\n",
" <td>2370.45</td>\n",
" <td>2367.90</td>\n",
" <td>2367.90</td>\n",
" <td>1050</td>\n",
" <td>2374.95</td>\n",
" <td>2375.45</td>\n",
" <td>2383.30</td>\n",
" <td>2308.25</td>\n",
" <td>2308.25</td>\n",
" <td>2308.25</td>\n",
" </tr>\n",
" <tr>\n",
" <th>169919</th>\n",
" <td>1619222340</td>\n",
" <td>2367.90</td>\n",
" <td>2373.10</td>\n",
" <td>2368.00</td>\n",
" <td>2372.15</td>\n",
" <td>873</td>\n",
" <td>2374.95</td>\n",
" <td>2375.45</td>\n",
" <td>2383.30</td>\n",
" <td>2308.25</td>\n",
" <td>2308.25</td>\n",
" <td>2308.25</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"<p>169920 rows × 12 columns</p>\n",
"</div>"
],
"text/plain": [
" unixtime open high ... min_120 min_180 min_240\n",
"0 1609027200 637.90 639.25 ... 630.00 630.00 630.00\n",
"1 1609027260 639.20 639.20 ... 630.00 630.00 630.00\n",
"2 1609027320 638.45 638.70 ... 630.00 630.00 630.00\n",
"3 1609027380 638.55 638.85 ... 630.00 630.00 630.00\n",
"4 1609027440 638.85 639.60 ... 630.00 630.00 630.00\n",
"... ... ... ... ... ... ... ...\n",
"169915 1619222100 2368.40 2369.95 ... 2308.25 2308.25 2308.25\n",
"169916 1619222160 2369.95 2374.30 ... 2308.25 2308.25 2308.25\n",
"169917 1619222220 2373.85 2374.95 ... 2308.25 2308.25 2308.25\n",
"169918 1619222280 2371.25 2370.45 ... 2308.25 2308.25 2308.25\n",
"169919 1619222340 2367.90 2373.10 ... 2308.25 2308.25 2308.25\n",
"\n",
"[169920 rows x 12 columns]"
]
},
"metadata": {
"tags": []
}
}
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "l5ITD8rmuZC7"
},
"source": [
"## 2-2. テストパターン設定\n",
"* 各パラメータの組み合わせを取得 (df_params)"
]
},
{
"cell_type": "code",
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/",
"height": 419
},
"id": "-aRfE4hRoPpY",
"outputId": "10287f93-752c-4e1d-f24a-f48c092f61e6"
},
"source": [
"import itertools\n",
"\n",
"# パラメータ全組み合わせ\n",
"params = itertools.product(LEVERAGE, ENTRY_PERIOD, ENTRY_RATIO, EXIT_PERIOD, EXIT_RATIO)\n",
"df_params = pd.DataFrame(params,\n",
" columns=['leverage', 'entry_period', 'entry_ratio', 'exit_period', 'exit_ratio'])\n",
"df_params.reset_index(inplace=True)\n",
"df_params.rename(columns={'index':'no'}, inplace=True)\n",
"# パラメータ組み合わせ表示\n",
"display(df_params)"
],
"execution_count": 5,
"outputs": [
{
"output_type": "display_data",
"data": {
"text/html": [
"<div>\n",
"<style scoped>\n",
" .dataframe tbody tr th:only-of-type {\n",
" vertical-align: middle;\n",
" }\n",
"\n",
" .dataframe tbody tr th {\n",
" vertical-align: top;\n",
" }\n",
"\n",
" .dataframe thead th {\n",
" text-align: right;\n",
" }\n",
"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>no</th>\n",
" <th>leverage</th>\n",
" <th>entry_period</th>\n",
" <th>entry_ratio</th>\n",
" <th>exit_period</th>\n",
" <th>exit_ratio</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>0</th>\n",
" <td>0</td>\n",
" <td>2.5</td>\n",
" <td>120</td>\n",
" <td>7.0</td>\n",
" <td>120</td>\n",
" <td>6.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1</th>\n",
" <td>1</td>\n",
" <td>2.5</td>\n",
" <td>120</td>\n",
" <td>7.0</td>\n",
" <td>120</td>\n",
" <td>8.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2</th>\n",
" <td>2</td>\n",
" <td>2.5</td>\n",
" <td>120</td>\n",
" <td>7.0</td>\n",
" <td>120</td>\n",
" <td>10.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3</th>\n",
" <td>3</td>\n",
" <td>2.5</td>\n",
" <td>120</td>\n",
" <td>7.0</td>\n",
" <td>180</td>\n",
" <td>6.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4</th>\n",
" <td>4</td>\n",
" <td>2.5</td>\n",
" <td>120</td>\n",
" <td>7.0</td>\n",
" <td>180</td>\n",
" <td>8.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>...</th>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>238</th>\n",
" <td>238</td>\n",
" <td>5.0</td>\n",
" <td>240</td>\n",
" <td>14.0</td>\n",
" <td>180</td>\n",
" <td>8.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>239</th>\n",
" <td>239</td>\n",
" <td>5.0</td>\n",
" <td>240</td>\n",
" <td>14.0</td>\n",
" <td>180</td>\n",
" <td>10.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>240</th>\n",
" <td>240</td>\n",
" <td>5.0</td>\n",
" <td>240</td>\n",
" <td>14.0</td>\n",
" <td>240</td>\n",
" <td>6.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>241</th>\n",
" <td>241</td>\n",
" <td>5.0</td>\n",
" <td>240</td>\n",
" <td>14.0</td>\n",
" <td>240</td>\n",
" <td>8.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>242</th>\n",
" <td>242</td>\n",
" <td>5.0</td>\n",
" <td>240</td>\n",
" <td>14.0</td>\n",
" <td>240</td>\n",
" <td>10.0</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"<p>243 rows × 6 columns</p>\n",
"</div>"
],
"text/plain": [
" no leverage entry_period entry_ratio exit_period exit_ratio\n",
"0 0 2.5 120 7.0 120 6.0\n",
"1 1 2.5 120 7.0 120 8.0\n",
"2 2 2.5 120 7.0 120 10.0\n",
"3 3 2.5 120 7.0 180 6.0\n",
"4 4 2.5 120 7.0 180 8.0\n",
".. ... ... ... ... ... ...\n",
"238 238 5.0 240 14.0 180 8.0\n",
"239 239 5.0 240 14.0 180 10.0\n",
"240 240 5.0 240 14.0 240 6.0\n",
"241 241 5.0 240 14.0 240 8.0\n",
"242 242 5.0 240 14.0 240 10.0\n",
"\n",
"[243 rows x 6 columns]"
]
},
"metadata": {
"tags": []
}
}
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "dbXrDVT0C9IH"
},
"source": [
"# 3.テストストラテジー定義\n",
"df_params.apply()に適用するストラテジー関数を定義します。<br>\n",
"apply関数のargsにdf_ohlcvを設定するのでストラテジー内で使用することができます。<br>\n",
"\n",
"[params]\n",
"* params : テストパラメータ (df_paramsの各行データ)\n",
"* ohlcv : テストデータ (df_ohlcv)\n",
"* is_return_detail : 詳細統計情報を返すフラグ\n"
]
},
{
"cell_type": "code",
"metadata": {
"id": "1h0OigcMx-Xi"
},
"source": [
"from backtest_assistant import BacktestAssistant\n",
"\n",
"# ストラテジー定義\n",
"def strategy(params, ohlcv, is_return_detail=False):\n",
"\n",
" # テスト開始時の残高($)\n",
" start_balance = 40000\n",
" # テスト開始時の価格\n",
" start_price = ohlcv['open'].values[0]\n",
" # ポジションレバレッジ\n",
" leverage = params['leverage']\n",
" # UnixTime\n",
" np_ut = ohlcv['unixtime'].values\n",
" # エントリー指値\n",
" np_entry = (ohlcv[f'max_{int(params[\"entry_period\"])}'].values * (1.0 - params['entry_ratio'] / 100.0)).round(1)\n",
" #np_entry = (ohlcv[f'max_{int(params[\"entry_period\"])}'].values * (1.0 - params['entry_ratio'] / 100.0)).round()\n",
" # 決済指値\n",
" np_exit = (ohlcv[f'min_{int(params[\"exit_period\"])}'].values * (1.0 + params['exit_ratio'] / 100.0)).round(1)\n",
" #np_exit = (ohlcv[f'min_{int(params[\"exit_period\"])}'].values * (1.0 + params['exit_ratio'] / 100.0)).round()\n",
"\n",
" # 最小証拠金維持率\n",
" min_margin_rate = 10000.0\n",
" # 最小残高\n",
" min_balance = round(start_balance / start_price, 8)\n",
" fiat_min_balance = start_balance\n",
"\n",
" # BacktestAssistant生成\n",
" test = BacktestAssistant(\n",
" balance = min_balance, # テスト開始時の残高\n",
" trade_leverage = 0, # 取引時のレバレッジ(0:クロスマージン, 1～:分離マージン)\n",
" tick_mode = 'ltp', # tick_mode='ltp'のため、\n",
" take_cost = 0.05) # 成行注文時の取引コスト(スプレッド)を$0.05に設定\n",
" #take_cost = 0.5) # 成行注文時の取引コスト(スプレッド)を$0.5に設定\n",
"\n",
" test.preset_ltp_ticks_from_ohlcv_df(ohlcv) # tickデータ設定 (OHLCVのopen, high, low, close価格をtickデータに展開)\n",
" #test.set_funding_rate(rate=0.01) # Funding Rate設定OFF\n",
"\n",
" # 出力設定\n",
" test.set_output_option(\n",
" disp_progress=False,\n",
" tick_csv=False, order_csv=False, execution_csv=False,\n",
" position_csv=False, balance_csv=False, chart_data=True)\n",
"\n",
" # バックテスト初期処理 (テスト開始時刻を設定)\n",
" test.initialize(start_time = np_ut[0])\n",
"\n",
" # テストループ (1分毎) -----------------------------------------------------\n",
" for i, unixtime in enumerate(np_ut):\n",
" if test.time() < unixtime:\n",
" test.sleep_to_time(unixtime) # 指定時刻(unixtime)までtickを進める\n",
"\n",
" price = test.get_price()['ltp'] # 現在価格取得\n",
" bal = test.get_balance() # 現在残高取得\n",
" pos = test.get_position() # 現在ポジション取得\n",
" pos_size = pos['size'] # ポジションサイズ\n",
" avr_entry = pos['avr_entry'] # 平均建値\n",
" margin_rate = pos['margin_rate'] # 証拠金維持率\n",
"\n",
" # 最小証拠金維持率更新\n",
" if pos_size > 0:\n",
" min_margin_rate = min(min_margin_rate, margin_rate)\n",
"\n",
" # 最小残高更新\n",
" min_balance = min(min_balance, bal + pos['unrealised_pnl'])\n",
" fiat_min_balance = min(fiat_min_balance, int((bal + pos['unrealised_pnl']) * price))\n",
"\n",
" # アクティブ注文クリア\n",
" test.cancel_order()\n",
"\n",
" # エントリー指値\n",
" # ロット計算\n",
" balance = bal + pos['unrealised_pnl']\n",
" lot = int(price * balance * leverage)\n",
" order_lot = lot - pos_size\n",
" if order_lot > 0:\n",
" # エントリー指値設定\n",
" test.limit_order(side='Buy', price=np_entry[i], size=order_lot)\n",
"\n",
" # 決済指値\n",
" if pos_size > 0:\n",
" # 決済価格算出(含み損で決済しないように調整)\n",
" exit_price = max(int(avr_entry * 1.01), np_exit[i])\n",
" # 決済指値設定\n",
" test.limit_order(side='Sell', price=exit_price, size=pos_size)\n",
" #---------------------------------------------------------------------------\n",
"\n",
" # テスト終了時にポジションがあればクローズ\n",
" pos = test.get_position()\n",
" if pos['size'] > 0:\n",
" test.market_order('Sell', pos['size'])\n",
"\n",
" # バックテスト終了処理\n",
" results = test.terminate()\n",
" if is_return_detail:\n",
" df_band = pd.DataFrame({\n",
" 'unixtime': np_ut,\n",
" 'entry': np_entry,\n",
" 'exit': np_exit,\n",
" })\n",
" results['band'] = df_band.drop_duplicates(keep='first', subset=['entry', 'exit'])\n",
" return results\n",
"\n",
" # 残高推移\n",
" df_pnl = results['chart']['pnl']\n",
" df_temp = pd.DataFrame(df_pnl['unixtime'])\n",
" df_temp['blc'] = df_pnl['balance'].values\n",
" df_temp['price'] = df_pnl['price'].values\n",
" df_ret = df_temp.drop_duplicates(keep='first', subset='blc')\n",
" df_ret.reset_index(drop=True, inplace=True)\n",
"\n",
" return {\n",
" 'min_balance': min_balance, # 最小残高(含み損込み)\n",
" 'fiat_min_balance': fiat_min_balance, # 最小残高$(含み損込み)\n",
" 'margin_rate': min_margin_rate, # 最小証拠金維持率\n",
" 'statistics': results['statistics'], # 統計情報\n",
" 'df_balance': df_ret, # 残高推移\n",
" }\n"
],
"execution_count": 6,
"outputs": []
},
{
"cell_type": "markdown",
"metadata": {
"id": "IlrQ1X6zmpLq"
},
"source": [
"# 4.テスト実行\n",
"各パラメータ組み合わせに対して定義したテストストラテジーを適用します。<br>\n",
"また、ストラテジー引数にテスト期間のohlcvデータを渡します。"
]
},
{
"cell_type": "code",
"metadata": {
"id": "VpH82jU1niPJ",
"colab": {
"base_uri": "https://localhost:8080/"
},
"outputId": "b37c47e5-f296-4958-db26-395a98191b93"
},
"source": [
"# パラメータ組み合わせにストラテジーを適用\n",
"result = df_params.apply(strategy, axis=1, args=(df_ohlcv, False,))"
],
"execution_count": 7,
"outputs": [
{
"output_type": "stream",
"text": [
"\u001b[1;30;43mストリーミング出力は最後の 5000 行に切り捨てられました。\u001b[0m\n",
" [Fee ] Trade:-0.4423 Funding:0.0\n",
" [Max risk]\n",
" Drawdown :0.00%(+0.0) 2021/01/04 17:42:30\n",
" Unrealised loss:-41.31%(-25.9242) 2021/01/04 19:16:30\n",
"\n",
"[Fiat balance]\n",
" [Start ] 40,000.0 (Balance:62.7058 Price:637.9)\n",
" [End ] 248,405.3 (Balance:114.8934 Price:2162.05)\n",
" [Result] 208,405.3 (+521.01%)\n",
"\n",
"[Fiat execution statistics] PF:102.83\n",
" [Total ] Count:9(Size:0) PnL:+185,339 Avr:+20,593.0 Price Range:+0\n",
" [Profit ] Count:7(87.50%) Sum:+187,159 Avr:+26,737.0 Max:+64,645 MaxLen:5(+182,206)\n",
" [Loss ] Count:1(12.50%) Sum:-1,820 Avr:-1,820.0 Max:-1,820 MaxLen:1(-1,820)\n",
" [Fee ] Trade:0 Funding:0\n",
" [Max risk]\n",
" Drawdown :-2.68%(-1,820) 2021/01/11 12:37:30\n",
" Unrealised loss:-41.31%(-23,007) 2021/01/04 19:16:30\n",
"\n",
"Completed terminate process.\n",
"Now initializing...\n",
"Completed initialize process.\n",
"[Start] time:1609027200.0 ltp:637.9 balance:62.70575325 [Fee] taker:0.075 maker:-0.025 fr:0\n",
"preset ticks period: 1609027200.0 - 1619222385.0 (448892)\n",
"Now terminating...\n",
"\n",
"[Result]\n",
" [Time ] 2020/12/27 09:00:00 - 2021/04/24 08:59:00\n",
" [Balance ] 62.7058 -> 2243.9625 (+3,478.56%)\n",
" [Orders ] Total:239391 (Open:1 Executed:103 Canceled:239287)\n",
" [Position] Max Long:15,055,253.0 Max Short:0.0 Min Margin:161.74%\n",
"\n",
"[Execution statistics] PF:0.00\n",
" [Total ] Count:103(Size:216,434,620.0) PnL:+2,154.018 Avr:+20.9128 Price Range:+2,009.28\n",
" [Profit ] Count:35(100.00%) Sum:+2,154.018 Avr:+61.5434 Max:+551.3332 MaxLen:35(+2,154.018)\n",
" [Loss ] Count:0(0.00%) Sum:+0 Avr:+0 Max:+0 MaxLen:0(+0)\n",
" [Fee ] Trade:-27.2388 Funding:0.0\n",
" [Max risk]\n",
" Drawdown :0.00%(+0.0) 2021/01/04 03:30:30\n",
" Unrealised loss:-93.62%(-126.4715) 2021/01/12 01:38:30\n",
"\n",
"[Fiat balance]\n",
" [Start ] 40,000.0 (Balance:62.7058 Price:637.9)\n",
" [End ] 5,173,343.3 (Balance:2243.9625 Price:2305.45)\n",
" [Result] 5,133,343.3 (+12,833.36%)\n",
"\n",
"[Fiat execution statistics] PF:4.95\n",
" [Total ] Count:103(Size:0) PnL:+5,116,176 Avr:+49,672.0 Price Range:+0\n",
" [Profit ] Count:57(55.88%) Sum:+6,411,474 Avr:+112,482.0 Max:+1,758,753 MaxLen:4(+29,169)\n",
" [Loss ] Count:45(44.12%) Sum:-1,295,298 Avr:-28,784.0 Max:-402,580 MaxLen:3(-13,362)\n",
" [Fee ] Trade:0 Funding:0\n",
" [Max risk]\n",
" Drawdown :-16.39%(-263,649) 2021/03/25 05:30:30\n",
" Unrealised loss:-93.62%(-115,879) 2021/01/12 01:38:30\n",
"\n",
"Completed terminate process.\n",
"Now initializing...\n",
"Completed initialize process.\n",
"[Start] time:1609027200.0 ltp:637.9 balance:62.70575325 [Fee] taker:0.075 maker:-0.025 fr:0\n",
"preset ticks period: 1609027200.0 - 1619222385.0 (448892)\n",
"Now terminating...\n",
"\n",
"[Result]\n",
" [Time ] 2020/12/27 09:00:00 - 2021/04/24 08:59:00\n",
" [Balance ] 62.7058 -> 956.471 (+1,425.33%)\n",
" [Orders ] Total:272431 (Open:1 Executed:57 Canceled:272373)\n",
" [Position] Max Long:7,359,249.0 Max Short:0.0 Min Margin:161.74%\n",
"\n",
"[Execution statistics] PF:0.00\n",
" [Total ] Count:57(Size:77,484,754.0) PnL:+886.7718 Avr:+15.5574 Price Range:+1,151.73\n",
" [Profit ] Count:16(100.00%) Sum:+886.7718 Avr:+55.4232 Max:+248.6586 MaxLen:16(+886.7718)\n",
" [Loss ] Count:0(0.00%) Sum:+0 Avr:+0 Max:+0 MaxLen:0(+0)\n",
" [Fee ] Trade:-6.9934 Funding:0.0\n",
" [Max risk]\n",
" Drawdown :0.00%(+0.0) 2021/01/04 03:30:30\n",
" Unrealised loss:-93.62%(-178.5416) 2021/01/12 01:38:30\n",
"\n",
"[Fiat balance]\n",
" [Start ] 40,000.0 (Balance:62.7058 Price:637.9)\n",
" [End ] 2,264,827.7 (Balance:956.471 Price:2367.9)\n",
" [Result] 2,224,827.7 (+5,562.07%)\n",
"\n",
"[Fiat execution statistics] PF:9.43\n",
" [Total ] Count:57(Size:0) PnL:+2,207,660 Avr:+38,731.0 Price Range:+0\n",
" [Profit ] Count:36(64.29%) Sum:+2,469,667 Avr:+68,602.0 Max:+549,552 MaxLen:8(+174,614)\n",
" [Loss ] Count:20(35.71%) Sum:-262,007 Avr:-13,100.0 Max:-63,069 MaxLen:2(-2,917)\n",
" [Fee ] Trade:0 Funding:0\n",
" [Max risk]\n",
" Drawdown :-11.36%(-51,696) 2021/01/26 07:32:30\n",
" Unrealised loss:-93.62%(-163,588) 2021/01/12 01:38:30\n",
"\n",
"Completed terminate process.\n",
"Now initializing...\n",
"Completed initialize process.\n",
"[Start] time:1609027200.0 ltp:637.9 balance:62.70575325 [Fee] taker:0.075 maker:-0.025 fr:0\n",
"preset ticks period: 1609027200.0 - 1619222385.0 (448892)\n",
"[Loss cut] 2021/01/11 23:14:30 margin rate:-2.35% has reached the loss cut rate:50.00%.(liquidated price:952.45 size:646761.0)\n",
"Now terminating...\n",
"\n",
"[Result]\n",
" [Time ] 2020/12/27 09:00:00 - 2021/04/24 08:59:00\n",
" [Balance ] 62.7058 -> -0.7046 (-101.12%)\n",
" [Orders ] Total:29127 (Open:0 Executed:18 Canceled:29109)\n",
" [Position] Max Long:646,761.0 Max Short:0.0 Min Margin:169.27%\n",
"\n",
"[Execution statistics] PF:0.55\n",
" [Total ] Count:18(Size:4,177,906.0) PnL:-63.687 Avr:-3.5382 Price Range:+62.19\n",
" [Profit ] Count:4(80.00%) Sum:+77.6267 Avr:+19.4067 Max:+35.726 MaxLen:4(+77.6267)\n",
" [Loss ] Count:1(20.00%) Sum:-141.3137 Avr:-141.3137 Max:-141.3137 MaxLen:1(-141.3137)\n",
" [Fee ] Trade:-0.2766 Funding:0.0\n",
" [Max risk]\n",
" Drawdown :-100.50%(-141.823) 2021/01/11 23:14:30\n",
" Unrealised loss:-100.11%(-141.2781) 2021/01/11 23:14:30\n",
"\n",
"[Fiat balance]\n",
" [Start ] 40,000.0 (Balance:62.7058 Price:637.9)\n",
" [End ] -671.1 (Balance:-0.7046 Price:952.45)\n",
" [Result] -40,671.1 (-101.68%)\n",
"\n",
"[Fiat execution statistics] PF:0.70\n",
" [Total ] Count:18(Size:0) PnL:-57,838 Avr:-3,213.0 Price Range:+0\n",
" [Profit ] Count:9(52.94%) Sum:+134,373 Avr:+14,930.0 Max:+54,876 MaxLen:2(+5,148)\n",
" [Loss ] Count:8(47.06%) Sum:-192,211 Avr:-24,026.0 Max:-178,070 MaxLen:2(-178,112)\n",
" [Fee ] Trade:0 Funding:0\n",
" [Max risk]\n",
" Drawdown :-100.38%(-178,112) 2021/01/11 23:14:30\n",
" Unrealised loss:-100.11%(-134,560) 2021/01/11 23:14:30\n",
"\n",
"Completed terminate process.\n",
"Backtest has been liquidated. (count:1)\n",
"Now initializing...\n",
"Completed initialize process.\n",
"[Start] time:1609027200.0 ltp:637.9 balance:62.70575325 [Fee] taker:0.075 maker:-0.025 fr:0\n",
"preset ticks period: 1609027200.0 - 1619222385.0 (448892)\n",
"Now terminating...\n",
"\n",
"[Result]\n",
" [Time ] 2020/12/27 09:00:00 - 2021/04/24 08:59:00\n",
" [Balance ] 62.7058 -> 1179.2252 (+1,780.57%)\n",
" [Orders ] Total:205806 (Open:1 Executed:98 Canceled:205707)\n",
" [Position] Max Long:7,911,689.0 Max Short:0.0 Min Margin:161.74%\n",
"\n",
"[Execution statistics] PF:0.00\n",
" [Total ] Count:98(Size:116,496,228.0) PnL:+1,100.4879 Avr:+11.2295 Price Range:+1,741.57\n",
" [Profit ] Count:34(100.00%) Sum:+1,100.4879 Avr:+32.3673 Max:+401.3394 MaxLen:34(+1,100.4879)\n",
" [Loss ] Count:0(0.00%) Sum:+0 Avr:+0 Max:+0 MaxLen:0(+0)\n",
" [Fee ] Trade:-16.0316 Funding:0.0\n",
" [Max risk]\n",
" Drawdown :0.00%(+0.0) 2021/01/04 03:30:30\n",
" Unrealised loss:-93.62%(-126.4715) 2021/01/12 01:38:30\n",
"\n",
"[Fiat balance]\n",
" [Start ] 40,000.0 (Balance:62.7058 Price:637.9)\n",
" [End ] 2,718,644.7 (Balance:1179.2252 Price:2305.45)\n",
" [Result] 2,678,644.7 (+6,696.61%)\n",
"\n",
"[Fiat execution statistics] PF:4.62\n",
" [Total ] Count:98(Size:0) PnL:+2,661,477 Avr:+27,158.0 Price Range:+0\n",
" [Profit ] Count:56(57.73%) Sum:+3,397,500 Avr:+60,670.0 Max:+1,176,487 MaxLen:5(+331,029)\n",
" [Loss ] Count:41(42.27%) Sum:-736,023 Avr:-17,952.0 Max:-211,560 MaxLen:3(-13,005)\n",
" [Fee ] Trade:0 Funding:0\n",
" [Max risk]\n",
" Drawdown :-13.11%(-89,625) 2021/02/23 14:01:30\n",
" Unrealised loss:-93.62%(-115,879) 2021/01/12 01:38:30\n",
"\n",
"Completed terminate process.\n",
"Now initializing...\n",
"Completed initialize process.\n",
"[Start] time:1609027200.0 ltp:637.9 balance:62.70575325 [Fee] taker:0.075 maker:-0.025 fr:0\n",
"preset ticks period: 1609027200.0 - 1619222385.0 (448892)\n",
"Now terminating...\n",
"\n",
"[Result]\n",
" [Time ] 2020/12/27 09:00:00 - 2021/04/24 08:59:00\n",
" [Balance ] 62.7058 -> 952.5649 (+1,419.10%)\n",
" [Orders ] Total:273425 (Open:1 Executed:70 Canceled:273354)\n",
" [Position] Max Long:7,329,171.0 Max Short:0.0 Min Margin:161.74%\n",
"\n",
"[Execution statistics] PF:24.03\n",
" [Total ] Count:70(Size:86,793,636.0) PnL:+881.7293 Avr:+12.5961 Price Range:+1,283.95\n",
" [Profit ] Count:21(95.45%) Sum:+920.0088 Avr:+43.8099 Max:+311.0835 MaxLen:21(+920.0088)\n",
" [Loss ] Count:1(4.55%) Sum:-38.2795 Avr:-38.2795 Max:-38.2795 MaxLen:1(-38.2795)\n",
" [Fee ] Trade:-8.1298 Funding:0.0\n",
" [Max risk]\n",
" Drawdown :-4.09%(-40.601) 2021/04/24 08:59:00\n",
" Unrealised loss:-93.62%(-128.2469) 2021/01/12 01:38:30\n",
"\n",
"[Fiat balance]\n",
" [Start ] 40,000.0 (Balance:62.7058 Price:637.9)\n",
" [End ] 2,255,578.4 (Balance:952.5649 Price:2367.9)\n",
" [Result] 2,215,578.4 (+5,538.95%)\n",
"\n",
"[Fiat execution statistics] PF:5.95\n",
" [Total ] Count:70(Size:0) PnL:+2,198,411 Avr:+31,406.0 Price Range:+0\n",
" [Profit ] Count:43(62.32%) Sum:+2,642,478 Avr:+61,453.0 Max:+951,296 MaxLen:8(+135,027)\n",
" [Loss ] Count:26(37.68%) Sum:-444,067 Avr:-17,080.0 Max:-124,742 MaxLen:2(-2,220)\n",
" [Fee ] Trade:0 Funding:0\n",
" [Max risk]\n",
" Drawdown :-11.91%(-60,793) 2021/02/26 08:46:30\n",
" Unrealised loss:-93.62%(-117,506) 2021/01/12 01:38:30\n",
"\n",
"Completed terminate process.\n",
"Now initializing...\n",
"Completed initialize process.\n",
"[Start] time:1609027200.0 ltp:637.9 balance:62.70575325 [Fee] taker:0.075 maker:-0.025 fr:0\n",
"preset ticks period: 1609027200.0 - 1619222385.0 (448892)\n",
"[Loss cut] 2021/01/11 23:14:30 margin rate:-2.35% has reached the loss cut rate:50.00%.(liquidated price:952.45 size:663357.0)\n",
"Now terminating...\n",
"\n",
"[Result]\n",
" [Time ] 2020/12/27 09:00:00 - 2021/04/24 08:59:00\n",
" [Balance ] 62.7058 -> -0.7228 (-101.15%)\n",
" [Orders ] Total:28971 (Open:0 Executed:20 Canceled:28951)\n",
" [Position] Max Long:663,357.0 Max Short:0.0 Min Margin:169.27%\n",
"\n",
"[Execution statistics] PF:0.55\n",
" [Total ] Count:20(Size:3,690,186.0) PnL:-63.579 Avr:-3.1789 Price Range:+32.21\n",
" [Profit ] Count:4(80.00%) Sum:+76.1947 Avr:+19.0487 Max:+53.8038 MaxLen:4(+76.1947)\n",
" [Loss ] Count:1(20.00%) Sum:-139.7737 Avr:-139.7737 Max:-139.7737 MaxLen:1(-139.7737)\n",
" [Fee ] Trade:-0.1504 Funding:0.0\n",
" [Max risk]\n",
" Drawdown :-100.52%(-140.2961) 2021/01/11 23:14:30\n",
" Unrealised loss:-100.12%(-139.7371) 2021/01/11 23:14:30\n",
"\n",
"[Fiat balance]\n",
" [Start ] 40,000.0 (Balance:62.7058 Price:637.9)\n",
" [End ] -688.4 (Balance:-0.7228 Price:952.45)\n",
" [Result] -40,688.4 (-101.72%)\n",
"\n",
"[Fiat execution statistics] PF:0.71\n",
" [Total ] Count:20(Size:0) PnL:-57,855 Avr:-2,893.0 Price Range:+0\n",
" [Profit ] Count:11(57.89%) Sum:+139,286 Avr:+12,662.0 Max:+73,401 MaxLen:3(+36,336)\n",
" [Loss ] Count:8(42.11%) Sum:-197,141 Avr:-24,643.0 Max:-176,145 MaxLen:2(-176,186)\n",
" [Fee ] Trade:0 Funding:0\n",
" [Max risk]\n",
" Drawdown :-100.39%(-177,044) 2021/01/11 23:14:30\n",
" Unrealised loss:-100.12%(-133,092) 2021/01/11 23:14:30\n",
"\n",
"Completed terminate process.\n",
"Backtest has been liquidated. (count:1)\n",
"Now initializing...\n",
"Completed initialize process.\n",
"[Start] time:1609027200.0 ltp:637.9 balance:62.70575325 [Fee] taker:0.075 maker:-0.025 fr:0\n",
"preset ticks period: 1609027200.0 - 1619222385.0 (448892)\n",
"Now terminating...\n",
"\n",
"[Result]\n",
" [Time ] 2020/12/27 09:00:00 - 2021/04/24 08:59:00\n",
" [Balance ] 62.7058 -> 1312.516 (+1,993.13%)\n",
" [Orders ] Total:203485 (Open:1 Executed:99 Canceled:203385)\n",
" [Position] Max Long:8,805,967.0 Max Short:0.0 Min Margin:161.74%\n",
"\n",
"[Execution statistics] PF:0.00\n",
" [Total ] Count:99(Size:128,777,054.0) PnL:+1,232.228 Avr:+12.4467 Price Range:+1,941.0\n",
" [Profit ] Count:35(100.00%) Sum:+1,232.228 Avr:+35.2065 Max:+427.1869 MaxLen:35(+1,232.228)\n",
" [Loss ] Count:0(0.00%) Sum:+0 Avr:+0 Max:+0 MaxLen:0(+0)\n",
" [Fee ] Trade:-17.5822 Funding:0.0\n",
" [Max risk]\n",
" Drawdown :0.00%(+0.0) 2021/01/04 03:30:30\n",
" Unrealised loss:-93.62%(-126.4715) 2021/01/12 01:38:30\n",
"\n",
"[Fiat balance]\n",
" [Start ] 40,000.0 (Balance:62.7058 Price:637.9)\n",
" [End ] 3,025,940.0 (Balance:1312.516 Price:2305.45)\n",
" [Result] 2,985,940.0 (+7,464.85%)\n",
"\n",
"[Fiat execution statistics] PF:4.35\n",
" [Total ] Count:99(Size:0) PnL:+2,968,772 Avr:+29,988.0 Price Range:+0\n",
" [Profit ] Count:56(57.14%) Sum:+3,855,550 Avr:+68,849.0 Max:+1,244,872 MaxLen:5(+1,380,647)\n",
" [Loss ] Count:42(42.86%) Sum:-886,778 Avr:-21,114.0 Max:-235,473 MaxLen:3(-12,541)\n",
" [Fee ] Trade:0 Funding:0\n",
" [Max risk]\n",
" Drawdown :-13.11%(-102,104) 2021/02/23 14:01:30\n",
" Unrealised loss:-93.62%(-115,879) 2021/01/12 01:38:30\n",
"\n",
"Completed terminate process.\n",
"Now initializing...\n",
"Completed initialize process.\n",
"[Start] time:1609027200.0 ltp:637.9 balance:62.70575325 [Fee] taker:0.075 maker:-0.025 fr:0\n",
"preset ticks period: 1609027200.0 - 1619222385.0 (448892)\n",
"Now terminating...\n",
"\n",
"[Result]\n",
" [Time ] 2020/12/27 09:00:00 - 2021/04/24 08:59:00\n",
" [Balance ] 62.7058 -> 1794.9211 (+2,762.45%)\n",
" [Orders ] Total:256982 (Open:1 Executed:82 Canceled:256899)\n",
" [Position] Max Long:13,810,382.0 Max Short:0.0 Min Margin:161.74%\n",
"\n",
"[Execution statistics] PF:24.82\n",
" [Total ] Count:82(Size:158,549,762.0) PnL:+1,717.9116 Avr:+20.9501 Price Range:+1,689.79\n",
" [Profit ] Count:26(96.30%) Sum:+1,790.0419 Avr:+68.8478 Max:+586.1757 MaxLen:26(+1,790.0419)\n",
" [Loss ] Count:1(3.70%) Sum:-72.1303 Avr:-72.1303 Max:-72.1303 MaxLen:1(-72.1303)\n",
" [Fee ] Trade:-14.3037 Funding:0.0\n",
" [Max risk]\n",
" Drawdown :-4.09%(-76.5046) 2021/04/24 08:59:00\n",
" Unrealised loss:-93.62%(-136.4982) 2021/01/12 01:38:30\n",
"\n",
"[Fiat balance]\n",
" [Start ] 40,000.0 (Balance:62.7058 Price:637.9)\n",
" [End ] 4,250,193.7 (Balance:1794.9211 Price:2367.9)\n",
" [Result] 4,210,193.7 (+10,525.48%)\n",
"\n",
"[Fiat execution statistics] PF:5.44\n",
" [Total ] Count:82(Size:0) PnL:+4,193,026 Avr:+51,134.0 Price Range:+0\n",
" [Profit ] Count:44(54.32%) Sum:+5,138,321 Avr:+116,780.0 Max:+1,792,530 MaxLen:6(+1,651,814)\n",
" [Loss ] Count:37(45.68%) Sum:-945,295 Avr:-25,549.0 Max:-235,053 MaxLen:3(-16,591)\n",
" [Fee ] Trade:0 Funding:0\n",
" [Max risk]\n",
" Drawdown :-19.38%(-203,635) 2021/02/26 08:46:30\n",
" Unrealised loss:-93.62%(-125,066) 2021/01/12 01:38:30\n",
"\n",
"Completed terminate process.\n",
"Now initializing...\n",
"Completed initialize process.\n",
"[Start] time:1609027200.0 ltp:637.9 balance:62.70575325 [Fee] taker:0.075 maker:-0.025 fr:0\n",
"preset ticks period: 1609027200.0 - 1619222385.0 (448892)\n",
"[Loss cut] 2021/01/11 23:14:30 margin rate:-2.35% has reached the loss cut rate:50.00%.(liquidated price:952.45 size:657812.0)\n",
"Now terminating...\n",
"\n",
"[Result]\n",
" [Time ] 2020/12/27 09:00:00 - 2021/04/24 08:59:00\n",
" [Balance ] 62.7058 -> -0.7167 (-101.14%)\n",
" [Orders ] Total:28968 (Open:0 Executed:22 Canceled:28946)\n",
" [Position] Max Long:657,812.0 Max Short:0.0 Min Margin:169.27%\n",
"\n",
"[Execution statistics] PF:0.54\n",
" [Total ] Count:22(Size:4,192,064.0) PnL:-63.6927 Avr:-2.8951 Price Range:+27.41\n",
" [Profit ] Count:5(83.33%) Sum:+74.9126 Avr:+14.9825 Max:+53.3541 MaxLen:5(+74.9126)\n",
" [Loss ] Count:1(16.67%) Sum:-138.6054 Avr:-138.6054 Max:-138.6054 MaxLen:1(-138.6054)\n",
" [Fee ] Trade:-0.2702 Funding:0.0\n",
" [Max risk]\n",
" Drawdown :-100.52%(-139.1234) 2021/01/11 23:14:30\n",
" Unrealised loss:-100.12%(-138.5691) 2021/01/11 23:14:30\n",
"\n",
"[Fiat balance]\n",
" [Start ] 40,000.0 (Balance:62.7058 Price:637.9)\n",
" [End ] -682.6 (Balance:-0.7167 Price:952.45)\n",
" [Result] -40,682.6 (-101.71%)\n",
"\n",
"[Fiat execution statistics] PF:0.71\n",
" [Total ] Count:22(Size:0) PnL:-57,849 Avr:-2,630.0 Price Range:+0\n",
" [Profit ] Count:12(57.14%) Sum:+138,777 Avr:+11,565.0 Max:+72,788 MaxLen:3(+32,402)\n",
" [Loss ] Count:9(42.86%) Sum:-196,626 Avr:-21,847.0 Max:-174,672 MaxLen:2(-174,713)\n",
" [Fee ] Trade:0 Funding:0\n",
" [Max risk]\n",
" Drawdown :-100.39%(-175,564) 2021/01/11 23:14:30\n",
" Unrealised loss:-100.12%(-131,980) 2021/01/11 23:14:30\n",
"\n",
"Completed terminate process.\n",
"Backtest has been liquidated. (count:1)\n",
"Now initializing...\n",
"Completed initialize process.\n",
"[Start] time:1609027200.0 ltp:637.9 balance:62.70575325 [Fee] taker:0.075 maker:-0.025 fr:0\n",
"preset ticks period: 1609027200.0 - 1619222385.0 (448892)\n",
"Now terminating...\n",
"\n",
"[Result]\n",
" [Time ] 2020/12/27 09:00:00 - 2021/04/24 08:59:00\n",
" [Balance ] 62.7058 -> 221.8376 (+253.78%)\n",
" [Orders ] Total:170462 (Open:1 Executed:60 Canceled:170401)\n",
" [Position] Max Long:1,369,556.0 Max Short:0.0 Min Margin:1062.84%\n",
"\n",
"[Execution statistics] PF:0.00\n",
" [Total ] Count:60(Size:23,889,516.0) PnL:+155.1106 Avr:+2.5852 Price Range:+609.64\n",
" [Profit ] Count:21(100.00%) Sum:+155.1106 Avr:+7.3862 Max:+28.637 MaxLen:21(+155.1106)\n",
" [Loss ] Count:0(0.00%) Sum:+0 Avr:+0 Max:+0 MaxLen:0(+0)\n",
" [Fee ] Trade:-4.0213 Funding:0.0\n",
" [Max risk]\n",
" Drawdown :0.00%(+0.0) 2021/01/04 16:21:30\n",
" Unrealised loss:-61.32%(-38.4776) 2021/01/04 19:16:30\n",
"\n",
"[Fiat balance]\n",
" [Start ] 40,000.0 (Balance:62.7058 Price:637.9)\n",
" [End ] 501,896.5 (Balance:221.8376 Price:2262.45)\n",
" [Result] 461,896.5 (+1,154.74%)\n",
"\n",
"[Fiat execution statistics] PF:3.58\n",
" [Total ] Count:60(Size:0) PnL:+435,033 Avr:+7,251.0 Price Range:+0\n",
" [Profit ] Count:34(57.63%) Sum:+603,458 Avr:+17,749.0 Max:+103,532 MaxLen:5(+263,398)\n",
" [Loss ] Count:25(42.37%) Sum:-168,425 Avr:-6,737.0 Max:-56,940 MaxLen:2(-3,623)\n",
" [Fee ] Trade:0 Funding:0\n",
" [Max risk]\n",
" Drawdown :-18.38%(-22,729) 2021/01/11 23:06:30\n",
" Unrealised loss:-61.32%(-34,148) 2021/01/04 19:16:30\n",
"\n",
"Completed terminate process.\n",
"Now initializing...\n",
"Completed initialize process.\n",
"[Start] time:1609027200.0 ltp:637.9 balance:62.70575325 [Fee] taker:0.075 maker:-0.025 fr:0\n",
"preset ticks period: 1609027200.0 - 1619222385.0 (448892)\n",
"Now terminating...\n",
"\n",
"[Result]\n",
" [Time ] 2020/12/27 09:00:00 - 2021/04/24 08:59:00\n",
" [Balance ] 62.7058 -> 285.0042 (+354.51%)\n",
" [Orders ] Total:172958 (Open:2 Executed:51 Canceled:172905)\n",
" [Position] Max Long:1,896,245.0 Max Short:0.0 Min Margin:1062.84%\n",
"\n",
"[Execution statistics] PF:0.00\n",
" [Total ] Count:51(Size:27,005,862.0) PnL:+218.4709 Avr:+4.2837 Price Range:+693.89\n",
" [Profit ] Count:17(100.00%) Sum:+218.4709 Avr:+12.8512 Max:+31.5738 MaxLen:17(+218.4709)\n",
" [Loss ] Count:0(0.00%) Sum:+0 Avr:+0 Max:+0 MaxLen:0(+0)\n",
" [Fee ] Trade:-3.8276 Funding:0.0\n",
" [Max risk]\n",
" Drawdown :0.00%(+0.0) 2021/01/04 16:21:30\n",
" Unrealised loss:-61.32%(-38.4776) 2021/01/04 19:16:30\n",
"\n",
"[Fiat balance]\n",
" [Start ] 40,000.0 (Balance:62.7058 Price:637.9)\n",
" [End ] 674,861.4 (Balance:285.0042 Price:2367.9)\n",
" [Result] 634,861.4 (+1,587.15%)\n",
"\n",
"[Fiat execution statistics] PF:4.60\n",
" [Total ] Count:51(Size:0) PnL:+607,998 Avr:+11,922.0 Price Range:+0\n",
" [Profit ] Count:30(60.00%) Sum:+777,062 Avr:+25,902.0 Max:+156,539 MaxLen:5(+159,044)\n",
" [Loss ] Count:20(40.00%) Sum:-169,064 Avr:-8,453.0 Max:-46,606 MaxLen:3(-8,169)\n",
" [Fee ] Trade:0 Funding:0\n",
" [Max risk]\n",
" Drawdown :-20.01%(-39,394) 2021/01/11 23:06:30\n",
" Unrealised loss:-61.32%(-34,148) 2021/01/04 19:16:30\n",
"\n",
"Completed terminate process.\n",
"Now initializing...\n",
"Completed initialize process.\n",
"[Start] time:1609027200.0 ltp:637.9 balance:62.70575325 [Fee] taker:0.075 maker:-0.025 fr:0\n",
"preset ticks period: 1609027200.0 - 1619222385.0 (448892)\n",
"Now terminating...\n",
"\n",
"[Result]\n",
" [Time ] 2020/12/27 09:00:00 - 2021/04/24 08:59:00\n",
" [Balance ] 62.7058 -> 285.0614 (+354.60%)\n",
" [Orders ] Total:229352 (Open:2 Executed:27 Canceled:229323)\n",
" [Position] Max Long:1,896,626.0 Max Short:0.0 Min Margin:317.54%\n",
"\n",
"[Execution statistics] PF:0.00\n",
" [Total ] Count:27(Size:15,804,052.0) PnL:+220.8499 Avr:+8.1796 Price Range:+578.85\n",
" [Profit ] Count:8(100.00%) Sum:+220.8499 Avr:+27.6062 Max:+106.2855 MaxLen:8(+220.8499)\n",
" [Loss ] Count:0(0.00%) Sum:+0 Avr:+0 Max:+0 MaxLen:0(+0)\n",
" [Fee ] Trade:-1.5057 Funding:0.0\n",
" [Max risk]\n",
" Drawdown :0.00%(+0.0) 2021/01/04 16:21:30\n",
" Unrealised loss:-87.64%(-85.2705) 2021/01/12 01:38:30\n",
"\n",
"[Fiat balance]\n",
" [Start ] 40,000.0 (Balance:62.7058 Price:637.9)\n",
" [End ] 674,996.9 (Balance:285.0614 Price:2367.9)\n",
" [Result] 634,996.9 (+1,587.49%)\n",
"\n",
"[Fiat execution statistics] PF:8.65\n",
" [Total ] Count:27(Size:0) PnL:+608,133 Avr:+22,523.0 Price Range:+0\n",
" [Profit ] Count:17(65.38%) Sum:+687,590 Avr:+40,446.0 Max:+191,194 MaxLen:6(+280,424)\n",
" [Loss ] Count:9(34.62%) Sum:-79,457 Avr:-8,829.0 Max:-48,483 MaxLen:2(-6,051)\n",
" [Fee ] Trade:0 Funding:0\n",
" [Max risk]\n",
" Drawdown :-14.51%(-50,981) 2021/02/23 17:55:30\n",
" Unrealised loss:-87.64%(-78,129) 2021/01/12 01:38:30\n",
"\n",
"Completed terminate process.\n",
"Now initializing...\n",
"Completed initialize process.\n",
"[Start] time:1609027200.0 ltp:637.9 balance:62.70575325 [Fee] taker:0.075 maker:-0.025 fr:0\n",
"preset ticks period: 1609027200.0 - 1619222385.0 (448892)\n",
"Now terminating...\n",
"\n",
"[Result]\n",
" [Time ] 2020/12/27 09:00:00 - 2021/04/24 08:59:00\n",
" [Balance ] 62.7058 -> 224.3015 (+257.70%)\n",
" [Orders ] Total:170124 (Open:1 Executed:62 Canceled:170061)\n",
" [Position] Max Long:1,384,767.0 Max Short:0.0 Min Margin:1062.97%\n",
"\n",
"[Execution statistics] PF:0.00\n",
" [Total ] Count:62(Size:25,043,514.0) PnL:+157.3214 Avr:+2.5374 Price Range:+611.84\n",
" [Profit ] Count:23(100.00%) Sum:+157.3214 Avr:+6.8401 Max:+28.955 MaxLen:23(+157.3214)\n",
" [Loss ] Count:0(0.00%) Sum:+0 Avr:+0 Max:+0 MaxLen:0(+0)\n",
" [Fee ] Trade:-4.2744 Funding:0.0\n",
" [Max risk]\n",
" Drawdown :0.00%(+0.0) 2021/01/04 16:21:30\n",
" Unrealised loss:-61.31%(-42.008) 2021/01/04 19:16:30\n",
"\n",
"[Fiat balance]\n",
" [Start ] 40,000.0 (Balance:62.7058 Price:637.9)\n",
" [End ] 507,470.9 (Balance:224.3015 Price:2262.45)\n",
" [Result] 467,470.9 (+1,168.68%)\n",
"\n",
"[Fiat execution statistics] PF:3.54\n",
" [Total ] Count:62(Size:0) PnL:+440,607 Avr:+7,107.0 Price Range:+0\n",
" [Profit ] Count:35(57.38%) Sum:+614,014 Avr:+17,543.0 Max:+104,681 MaxLen:5(+266,325)\n",
" [Loss ] Count:26(42.62%) Sum:-173,407 Avr:-6,670.0 Max:-57,573 MaxLen:2(-3,956)\n",
" [Fee ] Trade:0 Funding:0\n",
" [Max risk]\n",
" Drawdown :-18.38%(-22,981) 2021/01/11 23:06:30\n",
" Unrealised loss:-61.31%(-37,282) 2021/01/04 19:16:30\n",
"\n",
"Completed terminate process.\n",
"Now initializing...\n",
"Completed initialize process.\n",
"[Start] time:1609027200.0 ltp:637.9 balance:62.70575325 [Fee] taker:0.075 maker:-0.025 fr:0\n",
"preset ticks period: 1609027200.0 - 1619222385.0 (448892)\n",
"Now terminating...\n",
"\n",
"[Result]\n",
" [Time ] 2020/12/27 09:00:00 - 2021/04/24 08:59:00\n",
" [Balance ] 62.7058 -> 221.1755 (+252.72%)\n",
" [Orders ] Total:171242 (Open:2 Executed:51 Canceled:171189)\n",
" [Position] Max Long:1,471,567.0 Max Short:0.0 Min Margin:1062.84%\n",
"\n",
"[Execution statistics] PF:0.00\n",
" [Total ] Count:51(Size:21,132,446.0) PnL:+155.4541 Avr:+3.0481 Price Range:+557.89\n",
" [Profit ] Count:17(100.00%) Sum:+155.4541 Avr:+9.1444 Max:+20.9702 MaxLen:17(+155.4541)\n",
" [Loss ] Count:0(0.00%) Sum:+0 Avr:+0 Max:+0 MaxLen:0(+0)\n",
" [Fee ] Trade:-3.0156 Funding:0.0\n",
" [Max risk]\n",
" Drawdown :0.00%(+0.0) 2021/01/04 16:21:30\n",
" Unrealised loss:-61.32%(-38.4776) 2021/01/04 19:16:30\n",
"\n",
"[Fiat balance]\n",
" [Start ] 40,000.0 (Balance:62.7058 Price:637.9)\n",
" [End ] 523,721.5 (Balance:221.1755 Price:2367.9)\n",
" [Result] 483,721.5 (+1,209.30%)\n",
"\n",
"[Fiat execution statistics] PF:4.62\n",
" [Total ] Count:51(Size:0) PnL:+456,858 Avr:+8,958.0 Price Range:+0\n",
" [Profit ] Count:31(62.00%) Sum:+583,228 Avr:+18,814.0 Max:+121,481 MaxLen:5(+123,425)\n",
" [Loss ] Count:19(38.00%) Sum:-126,370 Avr:-6,651.0 Max:-36,169 MaxLen:3(-6,339)\n",
" [Fee ] Trade:0 Funding:0\n",
" [Max risk]\n",
" Drawdown :-20.01%(-30,572) 2021/01/11 23:06:30\n",
" Unrealised loss:-61.32%(-34,148) 2021/01/04 19:16:30\n",
"\n",
"Completed terminate process.\n",
"Now initializing...\n",
"Completed initialize process.\n",
"[Start] time:1609027200.0 ltp:637.9 balance:62.70575325 [Fee] taker:0.075 maker:-0.025 fr:0\n",
"preset ticks period: 1609027200.0 - 1619222385.0 (448892)\n",
"Now terminating...\n",
"\n",
"[Result]\n",
" [Time ] 2020/12/27 09:00:00 - 2021/04/24 08:59:00\n",
" [Balance ] 62.7058 -> 339.0393 (+440.68%)\n",
" [Orders ] Total:187997 (Open:2 Executed:32 Canceled:187963)\n",
" [Position] Max Long:2,255,762.0 Max Short:0.0 Min Margin:317.54%\n",
"\n",
"[Execution statistics] PF:0.00\n",
" [Total ] Count:32(Size:20,308,712.0) PnL:+274.2699 Avr:+8.5709 Price Range:+846.08\n",
" [Profit ] Count:10(100.00%) Sum:+274.2699 Avr:+27.427 Max:+80.9703 MaxLen:10(+274.2699)\n",
" [Loss ] Count:0(0.00%) Sum:+0 Avr:+0 Max:+0 MaxLen:0(+0)\n",
" [Fee ] Trade:-2.0637 Funding:0.0\n",
" [Max risk]\n",
" Drawdown :0.00%(+0.0) 2021/01/04 16:21:30\n",
" Unrealised loss:-87.64%(-116.8425) 2021/01/12 01:38:30\n",
"\n",
"[Fiat balance]\n",
" [Start ] 40,000.0 (Balance:62.7058 Price:637.9)\n",
" [End ] 802,811.2 (Balance:339.0393 Price:2367.9)\n",
" [Result] 762,811.2 (+1,907.03%)\n",
"\n",
"[Fiat execution statistics] PF:7.62\n",
" [Total ] Count:32(Size:0) PnL:+735,948 Avr:+22,998.0 Price Range:+0\n",
" [Profit ] Count:20(64.52%) Sum:+847,047 Avr:+42,352.0 Max:+170,539 MaxLen:7(+291,053)\n",
" [Loss ] Count:11(35.48%) Sum:-111,099 Avr:-10,100.0 Max:-57,663 MaxLen:2(-5,414)\n",
" [Fee ] Trade:0 Funding:0\n",
" [Max risk]\n",
" Drawdown :-14.51%(-60,634) 2021/02/23 17:55:30\n",
" Unrealised loss:-87.64%(-107,056) 2021/01/12 01:38:30\n",
"\n",
"Completed terminate process.\n",
"Now initializing...\n",
"Completed initialize process.\n",
"[Start] time:1609027200.0 ltp:637.9 balance:62.70575325 [Fee] taker:0.075 maker:-0.025 fr:0\n",
"preset ticks period: 1609027200.0 - 1619222385.0 (448892)\n",
"Now terminating...\n",
"\n",
"[Result]\n",
" [Time ] 2020/12/27 09:00:00 - 2021/04/24 08:59:00\n",
" [Balance ] 62.7058 -> 226.2961 (+260.89%)\n",
" [Orders ] Total:170122 (Open:1 Executed:63 Canceled:170058)\n",
" [Position] Max Long:1,397,081.0 Max Short:0.0 Min Margin:1062.97%\n",
"\n",
"[Execution statistics] PF:0.00\n",
" [Total ] Count:63(Size:25,676,770.0) PnL:+159.182 Avr:+2.5267 Price Range:+614.34\n",
" [Profit ] Count:24(100.00%) Sum:+159.182 Avr:+6.6326 Max:+29.2125 MaxLen:24(+159.182)\n",
" [Loss ] Count:0(0.00%) Sum:+0 Avr:+0 Max:+0 MaxLen:0(+0)\n",
" [Fee ] Trade:-4.4084 Funding:0.0\n",
" [Max risk]\n",
" Drawdown :0.00%(+0.0) 2021/01/04 16:21:30\n",
" Unrealised loss:-61.31%(-42.3816) 2021/01/04 19:16:30\n",
"\n",
"[Fiat balance]\n",
" [Start ] 40,000.0 (Balance:62.7058 Price:637.9)\n",
" [End ] 511,983.6 (Balance:226.2961 Price:2262.45)\n",
" [Result] 471,983.6 (+1,179.96%)\n",
"\n",
"[Fiat execution statistics] PF:3.54\n",
" [Total ] Count:63(Size:0) PnL:+445,120 Avr:+7,065.0 Price Range:+0\n",
" [Profit ] Count:35(56.45%) Sum:+620,365 Avr:+17,725.0 Max:+105,612 MaxLen:5(+268,693)\n",
" [Loss ] Count:27(43.55%) Sum:-175,245 Avr:-6,491.0 Max:-58,085 MaxLen:2(-3,991)\n",
" [Fee ] Trade:0 Funding:0\n",
" [Max risk]\n",
" Drawdown :-18.38%(-23,185) 2021/01/11 23:06:30\n",
" Unrealised loss:-61.31%(-37,613) 2021/01/04 19:16:30\n",
"\n",
"Completed terminate process.\n",
"Now initializing...\n",
"Completed initialize process.\n",
"[Start] time:1609027200.0 ltp:637.9 balance:62.70575325 [Fee] taker:0.075 maker:-0.025 fr:0\n",
"preset ticks period: 1609027200.0 - 1619222385.0 (448892)\n",
"Now terminating...\n",
"\n",
"[Result]\n",
" [Time ] 2020/12/27 09:00:00 - 2021/04/24 08:59:00\n",
" [Balance ] 62.7058 -> 227.4859 (+262.78%)\n",
" [Orders ] Total:171230 (Open:2 Executed:52 Canceled:171176)\n",
" [Position] Max Long:1,513,553.0 Max Short:0.0 Min Margin:1062.84%\n",
"\n",
"[Execution statistics] PF:0.00\n",
" [Total ] Count:52(Size:22,137,206.0) PnL:+161.5848 Avr:+3.1074 Price Range:+567.59\n",
" [Profit ] Count:18(100.00%) Sum:+161.5848 Avr:+8.9769 Max:+21.5685 MaxLen:18(+161.5848)\n",
" [Loss ] Count:0(0.00%) Sum:+0 Avr:+0 Max:+0 MaxLen:0(+0)\n",
" [Fee ] Trade:-3.1954 Funding:0.0\n",
" [Max risk]\n",
" Drawdown :0.00%(+0.0) 2021/01/04 16:21:30\n",
" Unrealised loss:-61.32%(-39.5753) 2021/01/04 19:16:30\n",
"\n",
"[Fiat balance]\n",
" [Start ] 40,000.0 (Balance:62.7058 Price:637.9)\n",
" [End ] 538,663.9 (Balance:227.4859 Price:2367.9)\n",
" [Result] 498,663.9 (+1,246.66%)\n",
"\n",
"[Fiat execution statistics] PF:4.61\n",
" [Total ] Count:52(Size:0) PnL:+471,800 Avr:+9,073.0 Price Range:+0\n",
" [Profit ] Count:32(62.75%) Sum:+602,586 Avr:+18,831.0 Max:+124,947 MaxLen:5(+126,947)\n",
" [Loss ] Count:19(37.25%) Sum:-130,786 Avr:-6,883.0 Max:-37,201 MaxLen:3(-6,520)\n",
" [Fee ] Trade:0 Funding:0\n",
" [Max risk]\n",
" Drawdown :-20.01%(-31,444) 2021/01/11 23:06:30\n",
" Unrealised loss:-61.32%(-35,123) 2021/01/04 19:16:30\n",
"\n",
"Completed terminate process.\n",
"Now initializing...\n",
"Completed initialize process.\n",
"[Start] time:1609027200.0 ltp:637.9 balance:62.70575325 [Fee] taker:0.075 maker:-0.025 fr:0\n",
"preset ticks period: 1609027200.0 - 1619222385.0 (448892)\n",
"Now terminating...\n",
"\n",
"[Result]\n",
" [Time ] 2020/12/27 09:00:00 - 2021/04/24 08:59:00\n",
" [Balance ] 62.7058 -> 336.5221 (+436.67%)\n",
" [Orders ] Total:187994 (Open:2 Executed:32 Canceled:187960)\n",
" [Position] Max Long:2,239,014.0 Max Short:0.0 Min Margin:317.54%\n",
"\n",
"[Execution statistics] PF:0.00\n",
" [Total ] Count:32(Size:20,178,738.0) PnL:+271.7632 Avr:+8.4926 Price Range:+838.78\n",
" [Profit ] Count:10(100.00%) Sum:+271.7632 Avr:+27.1763 Max:+79.3782 MaxLen:10(+271.7632)\n",
" [Loss ] Count:0(0.00%) Sum:+0 Avr:+0 Max:+0 MaxLen:0(+0)\n",
" [Fee ] Trade:-2.0531 Funding:0.0\n",
" [Max risk]\n",
" Drawdown :0.00%(+0.0) 2021/01/04 16:21:30\n",
" Unrealised loss:-87.64%(-116.8425) 2021/01/12 01:38:30\n",
"\n",
"[Fiat balance]\n",
" [Start ] 40,000.0 (Balance:62.7058 Price:637.9)\n",
" [End ] 796,850.7 (Balance:336.5221 Price:2367.9)\n",
" [Result] 756,850.7 (+1,892.13%)\n",
"\n",
"[Fiat execution statistics] PF:7.61\n",
" [Total ] Count:32(Size:0) PnL:+729,987 Avr:+22,812.0 Price Range:+0\n",
" [Profit ] Count:20(64.52%) Sum:+840,440 Avr:+42,022.0 Max:+169,273 MaxLen:7(+287,951)\n",
" [Loss ] Count:11(35.48%) Sum:-110,453 Avr:-10,041.0 Max:-57,235 MaxLen:2(-5,414)\n",
" [Fee ] Trade:0 Funding:0\n",
" [Max risk]\n",
" Drawdown :-14.51%(-60,184) 2021/02/23 17:55:30\n",
" Unrealised loss:-87.64%(-107,056) 2021/01/12 01:38:30\n",
"\n",
"Completed terminate process.\n",
"Now initializing...\n",
"Completed initialize process.\n",
"[Start] time:1609027200.0 ltp:637.9 balance:62.70575325 [Fee] taker:0.075 maker:-0.025 fr:0\n",
"preset ticks period: 1609027200.0 - 1619222385.0 (448892)\n",
"Now terminating...\n",
"\n",
"[Result]\n",
" [Time ] 2020/12/27 09:00:00 - 2021/04/24 08:59:00\n",
" [Balance ] 62.7058 -> 129.9182 (+107.19%)\n",
" [Orders ] Total:170070 (Open:1 Executed:21 Canceled:170048)\n",
" [Position] Max Long:706,555.0 Max Short:0.0 Min Margin:1559.97%\n",
"\n",
"[Execution statistics] PF:0.00\n",
" [Total ] Count:21(Size:5,429,246.0) PnL:+66.2147 Avr:+3.1531 Price Range:+339.6\n",
" [Profit ] Count:8(100.00%) Sum:+66.2147 Avr:+8.2768 Max:+14.6633 MaxLen:8(+66.2147)\n",
" [Loss ] Count:0(0.00%) Sum:+0 Avr:+0 Max:+0 MaxLen:0(+0)\n",
" [Fee ] Trade:-0.9977 Funding:0.0\n",
" [Max risk]\n",
" Drawdown :0.00%(+0.0) 2021/01/04 17:40:30\n",
" Unrealised loss:-45.42%(-28.5026) 2021/01/04 19:16:30\n",
"\n",
"[Fiat balance]\n",
" [Start ] 40,000.0 (Balance:62.7058 Price:637.9)\n",
" [End ] 269,184.0 (Balance:129.9182 Price:2071.95)\n",
" [Result] 229,184.0 (+572.96%)\n",
"\n",
"[Fiat execution statistics] PF:5.76\n",
" [Total ] Count:21(Size:0) PnL:+205,426 Avr:+9,782.0 Price Range:+0\n",
" [Profit ] Count:14(70.00%) Sum:+248,622 Avr:+17,759.0 Max:+60,253 MaxLen:4(+82,502)\n",
" [Loss ] Count:6(30.00%) Sum:-43,196 Avr:-7,199.0 Max:-28,630 MaxLen:2(-11,981)\n",
" [Fee ] Trade:0 Funding:0\n",
" [Max risk]\n",
" Drawdown :-15.79%(-28,630) 2021/02/23 18:09:30\n",
" Unrealised loss:-45.42%(-25,296) 2021/01/04 19:16:30\n",
"\n",
"Completed terminate process.\n",
"Now initializing...\n",
"Completed initialize process.\n",
"[Start] time:1609027200.0 ltp:637.9 balance:62.70575325 [Fee] taker:0.075 maker:-0.025 fr:0\n",
"preset ticks period: 1609027200.0 - 1619222385.0 (448892)\n",
"Now terminating...\n",
"\n",
"[Result]\n",
" [Time ] 2020/12/27 09:00:00 - 2021/04/24 08:59:00\n",
" [Balance ] 62.7058 -> 179.7506 (+186.66%)\n",
" [Orders ] Total:170118 (Open:1 Executed:21 Canceled:170096)\n",
" [Position] Max Long:932,245.0 Max Short:0.0 Min Margin:1559.97%\n",
"\n",
"[Execution statistics] PF:0.00\n",
" [Total ] Count:21(Size:6,431,142.0) PnL:+115.8999 Avr:+5.519 Price Range:+511.7\n",
" [Profit ] Count:8(100.00%) Sum:+115.8999 Avr:+14.4875 Max:+27.6826 MaxLen:8(+115.8999)\n",
" [Loss ] Count:0(0.00%) Sum:+0 Avr:+0 Max:+0 MaxLen:0(+0)\n",
" [Fee ] Trade:-1.145 Funding:0.0\n",
" [Max risk]\n",
" Drawdown :0.00%(+0.0) 2021/01/04 17:40:30\n",
" Unrealised loss:-45.42%(-28.5026) 2021/01/04 19:16:30\n",
"\n",
"[Fiat balance]\n",
" [Start ] 40,000.0 (Balance:62.7058 Price:637.9)\n",
" [End ] 381,817.2 (Balance:179.7506 Price:2124.15)\n",
" [Result] 341,817.2 (+854.54%)\n",
"\n",
"[Fiat execution statistics] PF:6.71\n",
" [Total ] Count:21(Size:0) PnL:+318,060 Avr:+15,146.0 Price Range:+0\n",
" [Profit ] Count:14(70.00%) Sum:+373,739 Avr:+26,696.0 Max:+81,481 MaxLen:4(+105,298)\n",
" [Loss ] Count:6(30.00%) Sum:-55,679 Avr:-9,280.0 Max:-37,978 MaxLen:2(-14,267)\n",
" [Fee ] Trade:0 Funding:0\n",
" [Max risk]\n",
" Drawdown :-16.89%(-14,267) 2021/01/12 01:39:30\n",
" Unrealised loss:-45.42%(-25,296) 2021/01/04 19:16:30\n",
"\n",
"Completed terminate process.\n",
"Now initializing...\n",
"Completed initialize process.\n",
"[Start] time:1609027200.0 ltp:637.9 balance:62.70575325 [Fee] taker:0.075 maker:-0.025 fr:0\n",
"preset ticks period: 1609027200.0 - 1619222385.0 (448892)\n",
"Now terminating...\n",
"\n",
"[Result]\n",
" [Time ] 2020/12/27 09:00:00 - 2021/04/24 08:59:00\n",
" [Balance ] 62.7058 -> 245.6525 (+291.75%)\n",
" [Orders ] Total:170189 (Open:1 Executed:21 Canceled:170167)\n",
" [Position] Max Long:1,219,551.0 Max Short:0.0 Min Margin:1559.97%\n",
"\n",
"[Execution statistics] PF:0.00\n",
" [Total ] Count:21(Size:7,669,472.0) PnL:+181.6221 Avr:+8.6487 Price Range:+689.3\n",
" [Profit ] Count:8(100.00%) Sum:+181.6221 Avr:+22.7028 Max:+46.7219 MaxLen:8(+181.6221)\n",
" [Loss ] Count:0(0.00%) Sum:+0 Avr:+0 Max:+0 MaxLen:0(+0)\n",
" [Fee ] Trade:-1.3247 Funding:0.0\n",
" [Max risk]\n",
" Drawdown :0.00%(+0.0) 2021/01/04 17:40:30\n",
" Unrealised loss:-45.42%(-28.5026) 2021/01/04 19:16:30\n",
"\n",
"[Fiat balance]\n",
" [Start ] 40,000.0 (Balance:62.7058 Price:637.9)\n",
" [End ] 531,113.0 (Balance:245.6525 Price:2162.05)\n",
" [Result] 491,113.0 (+1,227.78%)\n",
"\n",
"[Fiat execution statistics] PF:7.19\n",
" [Total ] Count:21(Size:0) PnL:+467,356 Avr:+22,255.0 Price Range:+0\n",
" [Profit ] Count:14(70.00%) Sum:+542,831 Avr:+38,774.0 Max:+138,217 MaxLen:4(+132,534)\n",
" [Loss ] Count:6(30.00%) Sum:-75,475 Avr:-12,579.0 Max:-53,385 MaxLen:2(-17,052)\n",
" [Fee ] Trade:0 Funding:0\n",
" [Max risk]\n",
" Drawdown :-18.25%(-53,385) 2021/02/23 18:09:30\n",
" Unrealised loss:-45.42%(-25,296) 2021/01/04 19:16:30\n",
"\n",
"Completed terminate process.\n",
"Now initializing...\n",
"Completed initialize process.\n",
"[Start] time:1609027200.0 ltp:637.9 balance:62.70575325 [Fee] taker:0.075 maker:-0.025 fr:0\n",
"preset ticks period: 1609027200.0 - 1619222385.0 (448892)\n",
"Now terminating...\n",
"\n",
"[Result]\n",
" [Time ] 2020/12/27 09:00:00 - 2021/04/24 08:59:00\n",
" [Balance ] 62.7058 -> 129.9182 (+107.19%)\n",
" [Orders ] Total:170070 (Open:1 Executed:21 Canceled:170048)\n",
" [Position] Max Long:706,555.0 Max Short:0.0 Min Margin:1559.97%\n",
"\n",
"[Execution statistics] PF:0.00\n",
" [Total ] Count:21(Size:5,429,246.0) PnL:+66.2147 Avr:+3.1531 Price Range:+339.6\n",
" [Profit ] Count:8(100.00%) Sum:+66.2147 Avr:+8.2768 Max:+14.6633 MaxLen:8(+66.2147)\n",
" [Loss ] Count:0(0.00%) Sum:+0 Avr:+0 Max:+0 MaxLen:0(+0)\n",
" [Fee ] Trade:-0.9977 Funding:0.0\n",
" [Max risk]\n",
" Drawdown :0.00%(+0.0) 2021/01/04 17:40:30\n",
" Unrealised loss:-45.42%(-28.5026) 2021/01/04 19:16:30\n",
"\n",
"[Fiat balance]\n",
" [Start ] 40,000.0 (Balance:62.7058 Price:637.9)\n",
" [End ] 269,184.0 (Balance:129.9182 Price:2071.95)\n",
" [Result] 229,184.0 (+572.96%)\n",
"\n",
"[Fiat execution statistics] PF:5.76\n",
" [Total ] Count:21(Size:0) PnL:+205,426 Avr:+9,782.0 Price Range:+0\n",
" [Profit ] Count:14(70.00%) Sum:+248,622 Avr:+17,759.0 Max:+60,253 MaxLen:4(+82,502)\n",
" [Loss ] Count:6(30.00%) Sum:-43,196 Avr:-7,199.0 Max:-28,630 MaxLen:2(-11,981)\n",
" [Fee ] Trade:0 Funding:0\n",
" [Max risk]\n",
" Drawdown :-15.79%(-28,630) 2021/02/23 18:09:30\n",
" Unrealised loss:-45.42%(-25,296) 2021/01/04 19:16:30\n",
"\n",
"Completed terminate process.\n",
"Now initializing...\n",
"Completed initialize process.\n",
"[Start] time:1609027200.0 ltp:637.9 balance:62.70575325 [Fee] taker:0.075 maker:-0.025 fr:0\n",
"preset ticks period: 1609027200.0 - 1619222385.0 (448892)\n",
"Now terminating...\n",
"\n",
"[Result]\n",
" [Time ] 2020/12/27 09:00:00 - 2021/04/24 08:59:00\n",
" [Balance ] 62.7058 -> 179.7506 (+186.66%)\n",
" [Orders ] Total:170118 (Open:1 Executed:21 Canceled:170096)\n",
" [Position] Max Long:932,245.0 Max Short:0.0 Min Margin:1559.97%\n",
"\n",
"[Execution statistics] PF:0.00\n",
" [Total ] Count:21(Size:6,431,142.0) PnL:+115.8999 Avr:+5.519 Price Range:+511.7\n",
" [Profit ] Count:8(100.00%) Sum:+115.8999 Avr:+14.4875 Max:+27.6826 MaxLen:8(+115.8999)\n",
" [Loss ] Count:0(0.00%) Sum:+0 Avr:+0 Max:+0 MaxLen:0(+0)\n",
" [Fee ] Trade:-1.145 Funding:0.0\n",
" [Max risk]\n",
" Drawdown :0.00%(+0.0) 2021/01/04 17:40:30\n",
" Unrealised loss:-45.42%(-28.5026) 2021/01/04 19:16:30\n",
"\n",
"[Fiat balance]\n",
" [Start ] 40,000.0 (Balance:62.7058 Price:637.9)\n",
" [End ] 381,817.2 (Balance:179.7506 Price:2124.15)\n",
" [Result] 341,817.2 (+854.54%)\n",
"\n",
"[Fiat execution statistics] PF:6.71\n",
" [Total ] Count:21(Size:0) PnL:+318,060 Avr:+15,146.0 Price Range:+0\n",
" [Profit ] Count:14(70.00%) Sum:+373,739 Avr:+26,696.0 Max:+81,481 MaxLen:4(+105,298)\n",
" [Loss ] Count:6(30.00%) Sum:-55,679 Avr:-9,280.0 Max:-37,978 MaxLen:2(-14,267)\n",
" [Fee ] Trade:0 Funding:0\n",
" [Max risk]\n",
" Drawdown :-16.89%(-14,267) 2021/01/12 01:39:30\n",
" Unrealised loss:-45.42%(-25,296) 2021/01/04 19:16:30\n",
"\n",
"Completed terminate process.\n",
"Now initializing...\n",
"Completed initialize process.\n",
"[Start] time:1609027200.0 ltp:637.9 balance:62.70575325 [Fee] taker:0.075 maker:-0.025 fr:0\n",
"preset ticks period: 1609027200.0 - 1619222385.0 (448892)\n",
"Now terminating...\n",
"\n",
"[Result]\n",
" [Time ] 2020/12/27 09:00:00 - 2021/04/24 08:59:00\n",
" [Balance ] 62.7058 -> 245.6525 (+291.75%)\n",
" [Orders ] Total:170189 (Open:1 Executed:21 Canceled:170167)\n",
" [Position] Max Long:1,219,551.0 Max Short:0.0 Min Margin:1559.97%\n",
"\n",
"[Execution statistics] PF:0.00\n",
" [Total ] Count:21(Size:7,669,472.0) PnL:+181.6221 Avr:+8.6487 Price Range:+689.3\n",
" [Profit ] Count:8(100.00%) Sum:+181.6221 Avr:+22.7028 Max:+46.7219 MaxLen:8(+181.6221)\n",
" [Loss ] Count:0(0.00%) Sum:+0 Avr:+0 Max:+0 MaxLen:0(+0)\n",
" [Fee ] Trade:-1.3247 Funding:0.0\n",
" [Max risk]\n",
" Drawdown :0.00%(+0.0) 2021/01/04 17:40:30\n",
" Unrealised loss:-45.42%(-28.5026) 2021/01/04 19:16:30\n",
"\n",
"[Fiat balance]\n",
" [Start ] 40,000.0 (Balance:62.7058 Price:637.9)\n",
" [End ] 531,113.0 (Balance:245.6525 Price:2162.05)\n",
" [Result] 491,113.0 (+1,227.78%)\n",
"\n",
"[Fiat execution statistics] PF:7.19\n",
" [Total ] Count:21(Size:0) PnL:+467,356 Avr:+22,255.0 Price Range:+0\n",
" [Profit ] Count:14(70.00%) Sum:+542,831 Avr:+38,774.0 Max:+138,217 MaxLen:4(+132,534)\n",
" [Loss ] Count:6(30.00%) Sum:-75,475 Avr:-12,579.0 Max:-53,385 MaxLen:2(-17,052)\n",
" [Fee ] Trade:0 Funding:0\n",
" [Max risk]\n",
" Drawdown :-18.25%(-53,385) 2021/02/23 18:09:30\n",
" Unrealised loss:-45.42%(-25,296) 2021/01/04 19:16:30\n",
"\n",
"Completed terminate process.\n",
"Now initializing...\n",
"Completed initialize process.\n",
"[Start] time:1609027200.0 ltp:637.9 balance:62.70575325 [Fee] taker:0.075 maker:-0.025 fr:0\n",
"preset ticks period: 1609027200.0 - 1619222385.0 (448892)\n",
"Now terminating...\n",
"\n",
"[Result]\n",
" [Time ] 2020/12/27 09:00:00 - 2021/04/24 08:59:00\n",
" [Balance ] 62.7058 -> 129.9182 (+107.19%)\n",
" [Orders ] Total:170070 (Open:1 Executed:21 Canceled:170048)\n",
" [Position] Max Long:706,555.0 Max Short:0.0 Min Margin:1559.97%\n",
"\n",
"[Execution statistics] PF:0.00\n",
" [Total ] Count:21(Size:5,429,246.0) PnL:+66.2147 Avr:+3.1531 Price Range:+339.6\n",
" [Profit ] Count:8(100.00%) Sum:+66.2147 Avr:+8.2768 Max:+14.6633 MaxLen:8(+66.2147)\n",
" [Loss ] Count:0(0.00%) Sum:+0 Avr:+0 Max:+0 MaxLen:0(+0)\n",
" [Fee ] Trade:-0.9977 Funding:0.0\n",
" [Max risk]\n",
" Drawdown :0.00%(+0.0) 2021/01/04 17:40:30\n",
" Unrealised loss:-45.42%(-28.5026) 2021/01/04 19:16:30\n",
"\n",
"[Fiat balance]\n",
" [Start ] 40,000.0 (Balance:62.7058 Price:637.9)\n",
" [End ] 269,184.0 (Balance:129.9182 Price:2071.95)\n",
" [Result] 229,184.0 (+572.96%)\n",
"\n",
"[Fiat execution statistics] PF:5.76\n",
" [Total ] Count:21(Size:0) PnL:+205,426 Avr:+9,782.0 Price Range:+0\n",
" [Profit ] Count:14(70.00%) Sum:+248,622 Avr:+17,759.0 Max:+60,253 MaxLen:4(+82,502)\n",
" [Loss ] Count:6(30.00%) Sum:-43,196 Avr:-7,199.0 Max:-28,630 MaxLen:2(-11,981)\n",
" [Fee ] Trade:0 Funding:0\n",
" [Max risk]\n",
" Drawdown :-15.79%(-28,630) 2021/02/23 18:09:30\n",
" Unrealised loss:-45.42%(-25,296) 2021/01/04 19:16:30\n",
"\n",
"Completed terminate process.\n",
"Now initializing...\n",
"Completed initialize process.\n",
"[Start] time:1609027200.0 ltp:637.9 balance:62.70575325 [Fee] taker:0.075 maker:-0.025 fr:0\n",
"preset ticks period: 1609027200.0 - 1619222385.0 (448892)\n",
"Now terminating...\n",
"\n",
"[Result]\n",
" [Time ] 2020/12/27 09:00:00 - 2021/04/24 08:59:00\n",
" [Balance ] 62.7058 -> 179.7506 (+186.66%)\n",
" [Orders ] Total:170118 (Open:1 Executed:21 Canceled:170096)\n",
" [Position] Max Long:932,245.0 Max Short:0.0 Min Margin:1559.97%\n",
"\n",
"[Execution statistics] PF:0.00\n",
" [Total ] Count:21(Size:6,431,142.0) PnL:+115.8999 Avr:+5.519 Price Range:+511.7\n",
" [Profit ] Count:8(100.00%) Sum:+115.8999 Avr:+14.4875 Max:+27.6826 MaxLen:8(+115.8999)\n",
" [Loss ] Count:0(0.00%) Sum:+0 Avr:+0 Max:+0 MaxLen:0(+0)\n",
" [Fee ] Trade:-1.145 Funding:0.0\n",
" [Max risk]\n",
" Drawdown :0.00%(+0.0) 2021/01/04 17:40:30\n",
" Unrealised loss:-45.42%(-28.5026) 2021/01/04 19:16:30\n",
"\n",
"[Fiat balance]\n",
" [Start ] 40,000.0 (Balance:62.7058 Price:637.9)\n",
" [End ] 381,817.2 (Balance:179.7506 Price:2124.15)\n",
" [Result] 341,817.2 (+854.54%)\n",
"\n",
"[Fiat execution statistics] PF:6.71\n",
" [Total ] Count:21(Size:0) PnL:+318,060 Avr:+15,146.0 Price Range:+0\n",
" [Profit ] Count:14(70.00%) Sum:+373,739 Avr:+26,696.0 Max:+81,481 MaxLen:4(+105,298)\n",
" [Loss ] Count:6(30.00%) Sum:-55,679 Avr:-9,280.0 Max:-37,978 MaxLen:2(-14,267)\n",
" [Fee ] Trade:0 Funding:0\n",
" [Max risk]\n",
" Drawdown :-16.89%(-14,267) 2021/01/12 01:39:30\n",
" Unrealised loss:-45.42%(-25,296) 2021/01/04 19:16:30\n",
"\n",
"Completed terminate process.\n",
"Now initializing...\n",
"Completed initialize process.\n",
"[Start] time:1609027200.0 ltp:637.9 balance:62.70575325 [Fee] taker:0.075 maker:-0.025 fr:0\n",
"preset ticks period: 1609027200.0 - 1619222385.0 (448892)\n",
"Now terminating...\n",
"\n",
"[Result]\n",
" [Time ] 2020/12/27 09:00:00 - 2021/04/24 08:59:00\n",
" [Balance ] 62.7058 -> 245.6525 (+291.75%)\n",
" [Orders ] Total:170189 (Open:1 Executed:21 Canceled:170167)\n",
" [Position] Max Long:1,219,551.0 Max Short:0.0 Min Margin:1559.97%\n",
"\n",
"[Execution statistics] PF:0.00\n",
" [Total ] Count:21(Size:7,669,472.0) PnL:+181.6221 Avr:+8.6487 Price Range:+689.3\n",
" [Profit ] Count:8(100.00%) Sum:+181.6221 Avr:+22.7028 Max:+46.7219 MaxLen:8(+181.6221)\n",
" [Loss ] Count:0(0.00%) Sum:+0 Avr:+0 Max:+0 MaxLen:0(+0)\n",
" [Fee ] Trade:-1.3247 Funding:0.0\n",
" [Max risk]\n",
" Drawdown :0.00%(+0.0) 2021/01/04 17:40:30\n",
" Unrealised loss:-45.42%(-28.5026) 2021/01/04 19:16:30\n",
"\n",
"[Fiat balance]\n",
" [Start ] 40,000.0 (Balance:62.7058 Price:637.9)\n",
" [End ] 531,113.0 (Balance:245.6525 Price:2162.05)\n",
" [Result] 491,113.0 (+1,227.78%)\n",
"\n",
"[Fiat execution statistics] PF:7.19\n",
" [Total ] Count:21(Size:0) PnL:+467,356 Avr:+22,255.0 Price Range:+0\n",
" [Profit ] Count:14(70.00%) Sum:+542,831 Avr:+38,774.0 Max:+138,217 MaxLen:4(+132,534)\n",
" [Loss ] Count:6(30.00%) Sum:-75,475 Avr:-12,579.0 Max:-53,385 MaxLen:2(-17,052)\n",
" [Fee ] Trade:0 Funding:0\n",
" [Max risk]\n",
" Drawdown :-18.25%(-53,385) 2021/02/23 18:09:30\n",
" Unrealised loss:-45.42%(-25,296) 2021/01/04 19:16:30\n",
"\n",
"Completed terminate process.\n",
"Now initializing...\n",
"Completed initialize process.\n",
"[Start] time:1609027200.0 ltp:637.9 balance:62.70575325 [Fee] taker:0.075 maker:-0.025 fr:0\n",
"preset ticks period: 1609027200.0 - 1619222385.0 (448892)\n",
"Now terminating...\n",
"\n",
"[Result]\n",
" [Time ] 2020/12/27 09:00:00 - 2021/04/24 08:59:00\n",
" [Balance ] 62.7058 -> 2077.1356 (+3,212.51%)\n",
" [Orders ] Total:253392 (Open:1 Executed:92 Canceled:253299)\n",
" [Position] Max Long:17,563,044.0 Max Short:0.0 Min Margin:106.93%\n",
"\n",
"[Execution statistics] PF:8.08\n",
" [Total ] Count:92(Size:164,330,774.0) PnL:+2,000.2169 Avr:+21.7415 Price Range:+1,773.38\n",
" [Profit ] Count:30(96.77%) Sum:+2,282.7045 Avr:+76.0902 Max:+672.4235 MaxLen:30(+2,282.7045)\n",
" [Loss ] Count:1(3.23%) Sum:-282.4876 Avr:-282.4876 Max:-282.4876 MaxLen:1(-282.4876)\n",
" [Fee ] Trade:-14.2129 Funding:0.0\n",
" [Max risk]\n",
" Drawdown :-12.18%(-288.0506) 2021/04/24 08:59:00\n",
" Unrealised loss:-95.69%(-120.8371) 2021/01/12 01:38:30\n",
"\n",
"[Fiat balance]\n",
" [Start ] 40,000.0 (Balance:62.7058 Price:637.9)\n",
" [End ] 4,918,449.4 (Balance:2077.1356 Price:2367.9)\n",
" [Result] 4,878,449.4 (+12,196.12%)\n",
"\n",
"[Fiat execution statistics] PF:3.82\n",
" [Total ] Count:92(Size:0) PnL:+4,861,282 Avr:+52,840.0 Price Range:+0\n",
" [Profit ] Count:55(60.44%) Sum:+6,587,480 Avr:+119,772.0 Max:+2,078,872 MaxLen:7(+192,760)\n",
" [Loss ] Count:36(39.56%) Sum:-1,726,198 Avr:-47,950.0 Max:-901,446 MaxLen:2(-1,953)\n",
" [Fee ] Trade:0 Funding:0\n",
" [Max risk]\n",
" Drawdown :-15.49%(-901,446) 2021/04/24 08:59:00\n",
" Unrealised loss:-95.69%(-110,717) 2021/01/12 01:38:30\n",
"\n",
"Completed terminate process.\n",
"Now initializing...\n",
"Completed initialize process.\n",
"[Start] time:1609027200.0 ltp:637.9 balance:62.70575325 [Fee] taker:0.075 maker:-0.025 fr:0\n",
"preset ticks period: 1609027200.0 - 1619222385.0 (448892)\n",
"Now terminating...\n",
"\n",
"[Result]\n",
" [Time ] 2020/12/27 09:00:00 - 2021/04/24 08:59:00\n",
" [Balance ] 62.7058 -> 1298.7935 (+1,971.25%)\n",
" [Orders ] Total:280547 (Open:1 Executed:61 Canceled:280485)\n",
" [Position] Max Long:11,013,100.0 Max Short:0.0 Min Margin:106.93%\n",
"\n",
"[Execution statistics] PF:0.00\n",
" [Total ] Count:61(Size:81,910,500.0) PnL:+1,229.7081 Avr:+20.1591 Price Range:+1,137.96\n",
" [Profit ] Count:14(100.00%) Sum:+1,229.7081 Avr:+87.8363 Max:+317.899 MaxLen:14(+1,229.7081)\n",
" [Loss ] Count:0(0.00%) Sum:+0 Avr:+0 Max:+0 MaxLen:0(+0)\n",
" [Fee ] Trade:-6.3797 Funding:0.0\n",
" [Max risk]\n",
" Drawdown :0.00%(+0.0) 2021/01/04 03:30:30\n",
" Unrealised loss:-95.69%(-179.9453) 2021/01/12 01:38:30\n",
"\n",
"[Fiat balance]\n",
" [Start ] 40,000.0 (Balance:62.7058 Price:637.9)\n",
" [End ] 3,075,413.1 (Balance:1298.7935 Price:2367.9)\n",
" [Result] 3,035,413.1 (+7,588.53%)\n",
"\n",
"[Fiat execution statistics] PF:11.87\n",
" [Total ] Count:61(Size:0) PnL:+3,018,246 Avr:+49,479.0 Price Range:+0\n",
" [Profit ] Count:38(63.33%) Sum:+3,295,956 Avr:+86,736.0 Max:+638,226 MaxLen:8(+534,324)\n",
" [Loss ] Count:22(36.67%) Sum:-277,710 Avr:-12,623.0 Max:-93,447 MaxLen:3(-43,859)\n",
" [Fee ] Trade:0 Funding:0\n",
" [Max risk]\n",
" Drawdown :-10.88%(-49,549) 2021/01/26 07:29:30\n",
" Unrealised loss:-95.69%(-164,874) 2021/01/12 01:38:30\n",
"\n",
"Completed terminate process.\n",
"Now initializing...\n",
"Completed initialize process.\n",
"[Start] time:1609027200.0 ltp:637.9 balance:62.70575325 [Fee] taker:0.075 maker:-0.025 fr:0\n",
"preset ticks period: 1609027200.0 - 1619222385.0 (448892)\n",
"[Loss cut] 2021/01/11 23:14:30 margin rate:-2.51% has reached the loss cut rate:50.00%.(liquidated price:952.45 size:639869.0)\n",
"Now terminating...\n",
"\n",
"[Result]\n",
" [Time ] 2020/12/27 09:00:00 - 2021/04/24 08:59:00\n",
" [Balance ] 62.7058 -> -0.7076 (-101.13%)\n",
" [Orders ] Total:29118 (Open:0 Executed:19 Canceled:29099)\n",
" [Position] Max Long:639,869.0 Max Short:0.0 Min Margin:169.11%\n",
"\n",
"[Execution statistics] PF:0.55\n",
" [Total ] Count:19(Size:4,168,492.0) PnL:-63.6946 Avr:-3.3523 Price Range:+58.35\n",
" [Profit ] Count:4(80.00%) Sum:+77.8021 Avr:+19.4505 Max:+35.8489 MaxLen:4(+77.8021)\n",
" [Loss ] Count:1(20.00%) Sum:-141.4966 Avr:-141.4966 Max:-141.4966 MaxLen:1(-141.4966)\n",
" [Fee ] Trade:-0.2812 Funding:0.0\n",
" [Max risk]\n",
" Drawdown :-100.50%(-142.0005) 2021/01/11 23:14:30\n",
" Unrealised loss:-100.12%(-141.4613) 2021/01/11 23:14:30\n",
"\n",
"[Fiat balance]\n",
" [Start ] 40,000.0 (Balance:62.7058 Price:637.9)\n",
" [End ] -674.0 (Balance:-0.7076 Price:952.45)\n",
" [Result] -40,674.0 (-101.69%)\n",
"\n",
"[Fiat execution statistics] PF:0.70\n",
" [Total ] Count:19(Size:0) PnL:-57,840 Avr:-3,044.0 Price Range:+0\n",
" [Profit ] Count:10(55.56%) Sum:+134,609 Avr:+13,461.0 Max:+54,787 MaxLen:2(+55,016)\n",
" [Loss ] Count:8(44.44%) Sum:-192,449 Avr:-24,056.0 Max:-178,292 MaxLen:2(-178,333)\n",
" [Fee ] Trade:0 Funding:0\n",
" [Max risk]\n",
" Drawdown :-100.38%(-178,333) 2021/01/11 23:14:30\n",
" Unrealised loss:-100.12%(-134,734) 2021/01/11 23:14:30\n",
"\n",
"Completed terminate process.\n",
"Backtest has been liquidated. (count:1)\n",
"Now initializing...\n",
"Completed initialize process.\n",
"[Start] time:1609027200.0 ltp:637.9 balance:62.70575325 [Fee] taker:0.075 maker:-0.025 fr:0\n",
"preset ticks period: 1609027200.0 - 1619222385.0 (448892)\n",
"Now terminating...\n",
"\n",
"[Result]\n",
" [Time ] 2020/12/27 09:00:00 - 2021/04/24 08:59:00\n",
" [Balance ] 62.7058 -> 2198.2253 (+3,405.62%)\n",
" [Orders ] Total:216241 (Open:1 Executed:112 Canceled:216128)\n",
" [Position] Max Long:18,586,908.0 Max Short:0.0 Min Margin:106.93%\n",
"\n",
"[Execution statistics] PF:8.08\n",
" [Total ] Count:112(Size:184,961,536.0) PnL:+2,116.6403 Avr:+18.8986 Price Range:+1,920.63\n",
" [Profit ] Count:37(97.37%) Sum:+2,415.5959 Avr:+65.2864 Max:+979.6099 MaxLen:37(+2,415.5959)\n",
" [Loss ] Count:1(2.63%) Sum:-298.9556 Avr:-298.9556 Max:-298.9556 MaxLen:1(-298.9556)\n",
" [Fee ] Trade:-18.8792 Funding:0.0\n",
" [Max risk]\n",
" Drawdown :-12.18%(-304.8429) 2021/04/24 08:59:00\n",
" Unrealised loss:-95.69%(-120.8371) 2021/01/12 01:38:30\n",
"\n",
"[Fiat balance]\n",
" [Start ] 40,000.0 (Balance:62.7058 Price:637.9)\n",
" [End ] 5,205,177.7 (Balance:2198.2253 Price:2367.9)\n",
" [Result] 5,165,177.7 (+12,912.94%)\n",
"\n",
"[Fiat execution statistics] PF:3.68\n",
" [Total ] Count:112(Size:0) PnL:+5,148,010 Avr:+45,964.0 Price Range:+0\n",
" [Profit ] Count:68(61.26%) Sum:+7,070,623 Avr:+103,980.0 Max:+2,873,425 MaxLen:9(+4,489,552)\n",
" [Loss ] Count:43(38.74%) Sum:-1,922,613 Avr:-44,712.0 Max:-953,997 MaxLen:3(-20,123)\n",
" [Fee ] Trade:0 Funding:0\n",
" [Max risk]\n",
" Drawdown :-15.49%(-953,997) 2021/04/24 08:59:00\n",
" Unrealised loss:-95.69%(-110,717) 2021/01/12 01:38:30\n",
"\n",
"Completed terminate process.\n",
"Now initializing...\n",
"Completed initialize process.\n",
"[Start] time:1609027200.0 ltp:637.9 balance:62.70575325 [Fee] taker:0.075 maker:-0.025 fr:0\n",
"preset ticks period: 1609027200.0 - 1619222385.0 (448892)\n",
"Now terminating...\n",
"\n",
"[Result]\n",
" [Time ] 2020/12/27 09:00:00 - 2021/04/24 08:59:00\n",
" [Balance ] 62.7058 -> 882.3265 (+1,307.09%)\n",
" [Orders ] Total:273942 (Open:1 Executed:69 Canceled:273872)\n",
" [Position] Max Long:7,460,436.0 Max Short:0.0 Min Margin:106.93%\n",
"\n",
"[Execution statistics] PF:7.78\n",
" [Total ] Count:69(Size:69,241,518.0) PnL:+813.4805 Avr:+11.7896 Price Range:+1,158.73\n",
" [Profit ] Count:18(94.74%) Sum:+933.4757 Avr:+51.8598 Max:+311.1684 MaxLen:18(+933.4757)\n",
" [Loss ] Count:1(5.26%) Sum:-119.9952 Avr:-119.9952 Max:-119.9952 MaxLen:1(-119.9952)\n",
" [Fee ] Trade:-6.1402 Funding:0.0\n",
" [Max risk]\n",
" Drawdown :-12.18%(-122.3582) 2021/04/24 08:59:00\n",
" Unrealised loss:-95.69%(-128.5934) 2021/01/12 01:38:30\n",
"\n",
"[Fiat balance]\n",
" [Start ] 40,000.0 (Balance:62.7058 Price:637.9)\n",
" [End ] 2,089,260.9 (Balance:882.3265 Price:2367.9)\n",
" [Result] 2,049,260.9 (+5,123.15%)\n",
"\n",
"[Fiat execution statistics] PF:4.50\n",
" [Total ] Count:69(Size:0) PnL:+2,032,093 Avr:+29,451.0 Price Range:+0\n",
" [Profit ] Count:44(64.71%) Sum:+2,613,072 Avr:+59,388.0 Max:+980,247 MaxLen:8(+373,539)\n",
" [Loss ] Count:24(35.29%) Sum:-580,979 Avr:-24,207.0 Max:-382,917 MaxLen:3(-30,661)\n",
" [Fee ] Trade:0 Funding:0\n",
" [Max risk]\n",
" Drawdown :-15.49%(-382,917) 2021/04/24 08:59:00\n",
" Unrealised loss:-95.69%(-117,823) 2021/01/12 01:38:30\n",
"\n",
"Completed terminate process.\n",
"Now initializing...\n",
"Completed initialize process.\n",
"[Start] time:1609027200.0 ltp:637.9 balance:62.70575325 [Fee] taker:0.075 maker:-0.025 fr:0\n",
"preset ticks period: 1609027200.0 - 1619222385.0 (448892)\n",
"[Loss cut] 2021/01/11 23:14:30 margin rate:-2.51% has reached the loss cut rate:50.00%.(liquidated price:952.45 size:653913.0)\n",
"Now terminating...\n",
"\n",
"[Result]\n",
" [Time ] 2020/12/27 09:00:00 - 2021/04/24 08:59:00\n",
" [Balance ] 62.7058 -> -0.7233 (-101.15%)\n",
" [Orders ] Total:28945 (Open:0 Executed:23 Canceled:28922)\n",
" [Position] Max Long:653,913.0 Max Short:0.0 Min Margin:169.11%\n",
"\n",
"[Execution statistics] PF:0.55\n",
" [Total ] Count:23(Size:3,673,904.0) PnL:-63.585 Avr:-2.7646 Price Range:+27.66\n",
" [Profit ] Count:4(80.00%) Sum:+76.2914 Avr:+19.0729 Max:+53.8414 MaxLen:4(+76.2914)\n",
" [Loss ] Count:1(20.00%) Sum:-139.8765 Avr:-139.8765 Max:-139.8765 MaxLen:1(-139.8765)\n",
" [Fee ] Trade:-0.156 Funding:0.0\n",
" [Max risk]\n",
" Drawdown :-100.52%(-140.3914) 2021/01/11 23:14:30\n",
" Unrealised loss:-100.12%(-139.8404) 2021/01/11 23:14:30\n",
"\n",
"[Fiat balance]\n",
" [Start ] 40,000.0 (Balance:62.7058 Price:637.9)\n",
" [End ] -688.9 (Balance:-0.7233 Price:952.45)\n",
" [Result] -40,688.9 (-101.72%)\n",
"\n",
"[Fiat execution statistics] PF:0.71\n",
" [Total ] Count:23(Size:0) PnL:-57,855 Avr:-2,515.0 Price Range:+0\n",
" [Profit ] Count:12(54.55%) Sum:+139,439 Avr:+11,620.0 Max:+73,452 MaxLen:4(+36,401)\n",
" [Loss ] Count:10(45.45%) Sum:-197,294 Avr:-19,729.0 Max:-176,264 MaxLen:2(-12,407)\n",
" [Fee ] Trade:0 Funding:0\n",
" [Max risk]\n",
" Drawdown :-100.39%(-177,167) 2021/01/11 23:14:30\n",
" Unrealised loss:-100.12%(-133,191) 2021/01/11 23:14:30\n",
"\n",
"Completed terminate process.\n",
"Backtest has been liquidated. (count:1)\n",
"Now initializing...\n",
"Completed initialize process.\n",
"[Start] time:1609027200.0 ltp:637.9 balance:62.70575325 [Fee] taker:0.075 maker:-0.025 fr:0\n",
"preset ticks period: 1609027200.0 - 1619222385.0 (448892)\n",
"Now terminating...\n",
"\n",
"[Result]\n",
" [Time ] 2020/12/27 09:00:00 - 2021/04/24 08:59:00\n",
" [Balance ] 62.7058 -> 4238.6323 (+6,659.55%)\n",
" [Orders ] Total:211229 (Open:1 Executed:126 Canceled:211102)\n",
" [Position] Max Long:35,839,397.0 Max Short:0.0 Min Margin:106.93%\n",
"\n",
"[Execution statistics] PF:8.18\n",
" [Total ] Count:126(Size:406,691,566.0) PnL:+4,137.6453 Avr:+32.8385 Price Range:+2,530.37\n",
" [Profit ] Count:42(97.67%) Sum:+4,714.0935 Avr:+112.2403 Max:+1,266.2711 MaxLen:42(+4,714.0935)\n",
" [Loss ] Count:1(2.33%) Sum:-576.4482 Avr:-576.4482 Max:-576.4482 MaxLen:1(-576.4482)\n",
" [Fee ] Trade:-38.2813 Funding:0.0\n",
" [Max risk]\n",
" Drawdown :-12.18%(-587.8001) 2021/04/24 08:59:00\n",
" Unrealised loss:-95.69%(-120.8371) 2021/01/12 01:38:30\n",
"\n",
"[Fiat balance]\n",
" [Start ] 40,000.0 (Balance:62.7058 Price:637.9)\n",
" [End ] 10,036,657.4 (Balance:4238.6323 Price:2367.9)\n",
" [Result] 9,996,657.4 (+24,991.64%)\n",
"\n",
"[Fiat execution statistics] PF:3.02\n",
" [Total ] Count:126(Size:0) PnL:+9,979,490 Avr:+79,202.0 Price Range:+0\n",
" [Profit ] Count:74(59.20%) Sum:+14,928,115 Avr:+201,731.0 Max:+3,692,125 MaxLen:7(+167,520)\n",
" [Loss ] Count:51(40.80%) Sum:-4,948,625 Avr:-97,032.0 Max:-1,839,503 MaxLen:3(-19,279)\n",
" [Fee ] Trade:0 Funding:0\n",
" [Max risk]\n",
" Drawdown :-15.49%(-1,839,503) 2021/04/24 08:59:00\n",
" Unrealised loss:-95.69%(-110,717) 2021/01/12 01:38:30\n",
"\n",
"Completed terminate process.\n",
"Now initializing...\n",
"Completed initialize process.\n",
"[Start] time:1609027200.0 ltp:637.9 balance:62.70575325 [Fee] taker:0.075 maker:-0.025 fr:0\n",
"preset ticks period: 1609027200.0 - 1619222385.0 (448892)\n",
"Now terminating...\n",
"\n",
"[Result]\n",
" [Time ] 2020/12/27 09:00:00 - 2021/04/24 08:59:00\n",
" [Balance ] 62.7058 -> 2378.9105 (+3,693.76%)\n",
" [Orders ] Total:261606 (Open:1 Executed:86 Canceled:261519)\n",
" [Position] Max Long:20,114,676.0 Max Short:0.0 Min Margin:106.93%\n",
"\n",
"[Execution statistics] PF:8.11\n",
" [Total ] Count:86(Size:179,228,116.0) PnL:+2,301.3727 Avr:+26.7601 Price Range:+1,910.58\n",
" [Profit ] Count:26(96.30%) Sum:+2,624.9013 Avr:+100.9577 Max:+838.9658 MaxLen:26(+2,624.9013)\n",
" [Loss ] Count:1(3.70%) Sum:-323.5286 Avr:-323.5286 Max:-323.5286 MaxLen:1(-323.5286)\n",
" [Fee ] Trade:-14.832 Funding:0.0\n",
" [Max risk]\n",
" Drawdown :-12.18%(-329.8998) 2021/04/24 08:59:00\n",
" Unrealised loss:-95.69%(-135.8189) 2021/01/12 01:38:30\n",
"\n",
"[Fiat balance]\n",
" [Start ] 40,000.0 (Balance:62.7058 Price:637.9)\n",
" [End ] 5,633,022.2 (Balance:2378.9105 Price:2367.9)\n",
" [Result] 5,593,022.2 (+13,982.56%)\n",
"\n",
"[Fiat execution statistics] PF:4.07\n",
" [Total ] Count:86(Size:0) PnL:+5,575,855 Avr:+64,836.0 Price Range:+0\n",
" [Profit ] Count:48(56.47%) Sum:+7,394,064 Avr:+154,043.0 Max:+2,642,923 MaxLen:6(+145,124)\n",
" [Loss ] Count:37(43.53%) Sum:-1,818,209 Avr:-49,141.0 Max:-1,032,412 MaxLen:3(-16,185)\n",
" [Fee ] Trade:0 Funding:0\n",
" [Max risk]\n",
" Drawdown :-15.49%(-1,032,412) 2021/04/24 08:59:00\n",
" Unrealised loss:-95.69%(-124,444) 2021/01/12 01:38:30\n",
"\n",
"Completed terminate process.\n",
"Now initializing...\n",
"Completed initialize process.\n",
"[Start] time:1609027200.0 ltp:637.9 balance:62.70575325 [Fee] taker:0.075 maker:-0.025 fr:0\n",
"preset ticks period: 1609027200.0 - 1619222385.0 (448892)\n",
"[Loss cut] 2021/01/11 23:14:30 margin rate:-2.51% has reached the loss cut rate:50.00%.(liquidated price:952.45 size:648425.0)\n",
"Now terminating...\n",
"\n",
"[Result]\n",
" [Time ] 2020/12/27 09:00:00 - 2021/04/24 08:59:00\n",
" [Balance ] 62.7058 -> -0.7172 (-101.14%)\n",
" [Orders ] Total:28942 (Open:0 Executed:25 Canceled:28917)\n",
" [Position] Max Long:648,425.0 Max Short:0.0 Min Margin:169.11%\n",
"\n",
"[Execution statistics] PF:0.54\n",
" [Total ] Count:25(Size:4,176,166.0) PnL:-63.6988 Avr:-2.548 Price Range:+22.86\n",
" [Profit ] Count:5(83.33%) Sum:+75.0037 Avr:+15.0007 Max:+53.3895 MaxLen:5(+75.0037)\n",
" [Loss ] Count:1(16.67%) Sum:-138.7025 Avr:-138.7025 Max:-138.7025 MaxLen:1(-138.7025)\n",
" [Fee ] Trade:-0.2758 Funding:0.0\n",
" [Max risk]\n",
" Drawdown :-100.52%(-139.2132) 2021/01/11 23:14:30\n",
" Unrealised loss:-100.12%(-138.6668) 2021/01/11 23:14:30\n",
"\n",
"[Fiat balance]\n",
" [Start ] 40,000.0 (Balance:62.7058 Price:637.9)\n",
" [End ] -683.1 (Balance:-0.7172 Price:952.45)\n",
" [Result] -40,683.1 (-101.71%)\n",
"\n",
"[Fiat execution statistics] PF:0.71\n",
" [Total ] Count:25(Size:0) PnL:-57,850 Avr:-2,314.0 Price Range:+0\n",
" [Profit ] Count:13(54.17%) Sum:+138,924 Avr:+10,686.0 Max:+72,836 MaxLen:4(+32,461)\n",
" [Loss ] Count:11(45.83%) Sum:-196,774 Avr:-17,889.0 Max:-174,786 MaxLen:2(-12,303)\n",
" [Fee ] Trade:0 Funding:0\n",
" [Max risk]\n",
" Drawdown :-100.39%(-175,681) 2021/01/11 23:14:30\n",
" Unrealised loss:-100.12%(-132,073) 2021/01/11 23:14:30\n",
"\n",
"Completed terminate process.\n",
"Backtest has been liquidated. (count:1)\n",
"Now initializing...\n",
"Completed initialize process.\n",
"[Start] time:1609027200.0 ltp:637.9 balance:62.70575325 [Fee] taker:0.075 maker:-0.025 fr:0\n",
"preset ticks period: 1609027200.0 - 1619222385.0 (448892)\n",
"Now terminating...\n",
"\n",
"[Result]\n",
" [Time ] 2020/12/27 09:00:00 - 2021/04/24 08:59:00\n",
" [Balance ] 62.7058 -> 436.8289 (+596.63%)\n",
" [Orders ] Total:179983 (Open:1 Executed:61 Canceled:179921)\n",
" [Position] Max Long:2,735,020.0 Max Short:0.0 Min Margin:554.81%\n",
"\n",
"[Execution statistics] PF:0.00\n",
" [Total ] Count:61(Size:40,864,622.0) PnL:+368.0416 Avr:+6.0335 Price Range:+1,075.78\n",
" [Profit ] Count:21(100.00%) Sum:+368.0416 Avr:+17.5258 Max:+79.3034 MaxLen:21(+368.0416)\n",
" [Loss ] Count:0(0.00%) Sum:+0 Avr:+0 Max:+0 MaxLen:0(+0)\n",
" [Fee ] Trade:-6.0815 Funding:0.0\n",
" [Max risk]\n",
" Drawdown :0.00%(+0.0) 2021/01/04 16:21:30\n",
" Unrealised loss:-78.79%(-76.0028) 2021/01/12 01:38:30\n",
"\n",
"[Fiat balance]\n",
" [Start ] 40,000.0 (Balance:62.7058 Price:637.9)\n",
" [End ] 988,303.5 (Balance:436.8289 Price:2262.45)\n",
" [Result] 948,303.5 (+2,370.76%)\n",
"\n",
"[Fiat execution statistics] PF:3.26\n",
" [Total ] Count:61(Size:0) PnL:+921,440 Avr:+15,106.0 Price Range:+0\n",
" [Profit ] Count:36(60.00%) Sum:+1,329,621 Avr:+36,934.0 Max:+197,174 MaxLen:6(+550,748)\n",
" [Loss ] Count:24(40.00%) Sum:-408,181 Avr:-17,008.0 Max:-112,132 MaxLen:3(-42,416)\n",
" [Fee ] Trade:0 Funding:0\n",
" [Max risk]\n",
" Drawdown :-16.61%(-79,436) 2021/02/22 23:16:30\n",
" Unrealised loss:-78.79%(-69,637) 2021/01/12 01:38:30\n",
"\n",
"Completed terminate process.\n",
"Now initializing...\n",
"Completed initialize process.\n",
"[Start] time:1609027200.0 ltp:637.9 balance:62.70575325 [Fee] taker:0.075 maker:-0.025 fr:0\n",
"preset ticks period: 1609027200.0 - 1619222385.0 (448892)\n",
"Now terminating...\n",
"\n",
"[Result]\n",
" [Time ] 2020/12/27 09:00:00 - 2021/04/24 08:59:00\n",
" [Balance ] 62.7058 -> 408.0906 (+550.80%)\n",
" [Orders ] Total:250301 (Open:2 Executed:33 Canceled:250266)\n",
" [Position] Max Long:2,859,465.0 Max Short:0.0 Min Margin:554.81%\n",
"\n",
"[Execution statistics] PF:0.00\n",
" [Total ] Count:33(Size:24,320,108.0) PnL:+343.1781 Avr:+10.3993 Price Range:+861.5\n",
" [Profit ] Count:11(100.00%) Sum:+343.1781 Avr:+31.198 Max:+162.4894 MaxLen:11(+343.1781)\n",
" [Loss ] Count:0(0.00%) Sum:+0 Avr:+0 Max:+0 MaxLen:0(+0)\n",
" [Fee ] Trade:-2.2068 Funding:0.0\n",
" [Max risk]\n",
" Drawdown :0.00%(+0.0) 2021/01/04 16:21:30\n",
" Unrealised loss:-78.80%(-113.5889) 2021/01/12 01:38:30\n",
"\n",
"[Fiat balance]\n",
" [Start ] 40,000.0 (Balance:62.7058 Price:637.9)\n",
" [End ] 966,317.7 (Balance:408.0906 Price:2367.9)\n",
" [Result] 926,317.7 (+2,315.79%)\n",
"\n",
"[Fiat execution statistics] PF:12.35\n",
" [Total ] Count:33(Size:0) PnL:+899,454 Avr:+27,256.0 Price Range:+0\n",
" [Profit ] Count:20(62.50%) Sum:+978,716 Avr:+48,936.0 Max:+356,564 MaxLen:4(+5,486)\n",
" [Loss ] Count:12(37.50%) Sum:-79,262 Avr:-6,605.0 Max:-24,868 MaxLen:4(-27,528)\n",
" [Fee ] Trade:0 Funding:0\n",
" [Max risk]\n",
" Drawdown :-9.63%(-17,679) 2021/01/11 12:13:30\n",
" Unrealised loss:-78.80%(-104,075) 2021/01/12 01:38:30\n",
"\n",
"Completed terminate process.\n",
"Now initializing...\n",
"Completed initialize process.\n",
"[Start] time:1609027200.0 ltp:637.9 balance:62.70575325 [Fee] taker:0.075 maker:-0.025 fr:0\n",
"preset ticks period: 1609027200.0 - 1619222385.0 (448892)\n",
"Now terminating...\n",
"\n",
"[Result]\n",
" [Time ] 2020/12/27 09:00:00 - 2021/04/24 08:59:00\n",
" [Balance ] 62.7058 -> 383.6805 (+511.87%)\n",
" [Orders ] Total:287464 (Open:2 Executed:23 Canceled:287439)\n",
" [Position] Max Long:2,688,425.0 Max Short:0.0 Min Margin:176.65%\n",
"\n",
"[Execution statistics] PF:0.00\n",
" [Total ] Count:23(Size:13,987,724.0) PnL:+320.2721 Avr:+13.9249 Price Range:+561.84\n",
" [Profit ] Count:5(100.00%) Sum:+320.2721 Avr:+64.0544 Max:+169.6593 MaxLen:5(+320.2721)\n",
" [Loss ] Count:0(0.00%) Sum:+0 Avr:+0 Max:+0 MaxLen:0(+0)\n",
" [Fee ] Trade:-0.7026 Funding:0.0\n",
" [Max risk]\n",
" Drawdown :0.00%(+0.0) 2021/01/04 16:21:30\n",
" Unrealised loss:-92.84%(-90.3324) 2021/01/12 01:38:30\n",
"\n",
"[Fiat balance]\n",
" [Start ] 40,000.0 (Balance:62.7058 Price:637.9)\n",
" [End ] 908,517.1 (Balance:383.6805 Price:2367.9)\n",
" [Result] 868,517.1 (+2,171.29%)\n",
"\n",
"[Fiat execution statistics] PF:26.41\n",
" [Total ] Count:23(Size:0) PnL:+841,654 Avr:+36,594.0 Price Range:+0\n",
" [Profit ] Count:16(72.73%) Sum:+874,777 Avr:+54,674.0 Max:+385,207 MaxLen:8(+289,696)\n",
" [Loss ] Count:6(27.27%) Sum:-33,123 Avr:-5,520.0 Max:-25,417 MaxLen:3(-26,645)\n",
" [Fee ] Trade:0 Funding:0\n",
" [Max risk]\n",
" Drawdown :-7.86%(-6,051) 2021/01/05 12:43:30\n",
" Unrealised loss:-92.84%(-82,767) 2021/01/12 01:38:30\n",
"\n",
"Completed terminate process.\n",
"Now initializing...\n",
"Completed initialize process.\n",
"[Start] time:1609027200.0 ltp:637.9 balance:62.70575325 [Fee] taker:0.075 maker:-0.025 fr:0\n",
"preset ticks period: 1609027200.0 - 1619222385.0 (448892)\n",
"Now terminating...\n",
"\n",
"[Result]\n",
" [Time ] 2020/12/27 09:00:00 - 2021/04/24 08:59:00\n",
" [Balance ] 62.7058 -> 372.405 (+493.89%)\n",
" [Orders ] Total:178908 (Open:1 Executed:63 Canceled:178844)\n",
" [Position] Max Long:2,331,656.0 Max Short:0.0 Min Margin:554.81%\n",
"\n",
"[Execution statistics] PF:0.00\n",
" [Total ] Count:63(Size:36,227,374.0) PnL:+304.1927 Avr:+4.8285 Price Range:+1,006.78\n",
" [Profit ] Count:23(100.00%) Sum:+304.1927 Avr:+13.2258 Max:+67.5885 MaxLen:23(+304.1927)\n",
" [Loss ] Count:0(0.00%) Sum:+0 Avr:+0 Max:+0 MaxLen:0(+0)\n",
" [Fee ] Trade:-5.5065 Funding:0.0\n",
" [Max risk]\n",
" Drawdown :0.00%(+0.0) 2021/01/04 16:21:30\n",
" Unrealised loss:-78.80%(-76.847) 2021/01/12 01:38:30\n",
"\n",
"[Fiat balance]\n",
" [Start ] 40,000.0 (Balance:62.7058 Price:637.9)\n",
" [End ] 842,547.7 (Balance:372.405 Price:2262.45)\n",
" [Result] 802,547.7 (+2,006.37%)\n",
"\n",
"[Fiat execution statistics] PF:3.22\n",
" [Total ] Count:63(Size:0) PnL:+775,684 Avr:+12,312.0 Price Range:+0\n",
" [Profit ] Count:37(59.68%) Sum:+1,124,540 Avr:+30,393.0 Max:+168,095 MaxLen:6(+469,524)\n",
" [Loss ] Count:25(40.32%) Sum:-348,856 Avr:-13,954.0 Max:-95,595 MaxLen:3(-38,895)\n",
" [Fee ] Trade:0 Funding:0\n",
" [Max risk]\n",
" Drawdown :-16.61%(-67,702) 2021/02/22 23:16:30\n",
" Unrealised loss:-78.80%(-70,411) 2021/01/12 01:38:30\n",
"\n",
"Completed terminate process.\n",
"Now initializing...\n",
"Completed initialize process.\n",
"[Start] time:1609027200.0 ltp:637.9 balance:62.70575325 [Fee] taker:0.075 maker:-0.025 fr:0\n",
"preset ticks period: 1609027200.0 - 1619222385.0 (448892)\n",
"Now terminating...\n",
"\n",
"[Result]\n",
" [Time ] 2020/12/27 09:00:00 - 2021/04/24 08:59:00\n",
" [Balance ] 62.7058 -> 190.4181 (+203.67%)\n",
" [Orders ] Total:186982 (Open:2 Executed:33 Canceled:186947)\n",
" [Position] Max Long:1,334,248.0 Max Short:0.0 Min Margin:554.80%\n",
"\n",
"[Execution statistics] PF:0.00\n",
" [Total ] Count:33(Size:13,396,780.0) PnL:+126.1983 Avr:+3.8242 Price Range:+532.96\n",
" [Profit ] Count:11(100.00%) Sum:+126.1983 Avr:+11.4726 Max:+52.2449 MaxLen:11(+126.1983)\n",
" [Loss ] Count:0(0.00%) Sum:+0 Avr:+0 Max:+0 MaxLen:0(+0)\n",
" [Fee ] Trade:-1.5141 Funding:0.0\n",
" [Max risk]\n",
" Drawdown :0.00%(+0.0) 2021/01/04 16:21:30\n",
" Unrealised loss:-78.80%(-88.1499) 2021/01/12 01:38:30\n",
"\n",
"[Fiat balance]\n",
" [Start ] 40,000.0 (Balance:62.7058 Price:637.9)\n",
" [End ] 450,891.0 (Balance:190.4181 Price:2367.9)\n",
" [Result] 410,891.0 (+1,027.23%)\n",
"\n",
"[Fiat execution statistics] PF:8.88\n",
" [Total ] Count:33(Size:0) PnL:+384,028 Avr:+11,637.0 Price Range:+0\n",
" [Profit ] Count:22(68.75%) Sum:+432,791 Avr:+19,672.0 Max:+102,531 MaxLen:6(+170,566)\n",
" [Loss ] Count:10(31.25%) Sum:-48,763 Avr:-4,876.0 Max:-19,123 MaxLen:4(-21,169)\n",
" [Fee ] Trade:0 Funding:0\n",
" [Max risk]\n",
" Drawdown :-9.63%(-13,719) 2021/01/11 12:13:30\n",
" Unrealised loss:-78.80%(-80,767) 2021/01/12 01:38:30\n",
"\n",
"Completed terminate process.\n",
"Now initializing...\n",
"Completed initialize process.\n",
"[Start] time:1609027200.0 ltp:637.9 balance:62.70575325 [Fee] taker:0.075 maker:-0.025 fr:0\n",
"preset ticks period: 1609027200.0 - 1619222385.0 (448892)\n",
"Now terminating...\n",
"\n",
"[Result]\n",
" [Time ] 2020/12/27 09:00:00 - 2021/04/24 08:59:00\n",
" [Balance ] 62.7058 -> 418.4853 (+567.38%)\n",
" [Orders ] Total:257118 (Open:2 Executed:26 Canceled:257090)\n",
" [Position] Max Long:2,932,300.0 Max Short:0.0 Min Margin:176.64%\n",
"\n",
"[Execution statistics] PF:0.00\n",
" [Total ] Count:26(Size:17,023,308.0) PnL:+354.6932 Avr:+13.642 Price Range:+816.61\n",
" [Profit ] Count:7(100.00%) Sum:+354.6932 Avr:+50.6705 Max:+185.0496 MaxLen:7(+354.6932)\n",
" [Loss ] Count:0(0.00%) Sum:+0 Avr:+0 Max:+0 MaxLen:0(+0)\n",
" [Fee ] Trade:-1.0864 Funding:0.0\n",
" [Max risk]\n",
" Drawdown :0.00%(+0.0) 2021/01/04 16:21:30\n",
" Unrealised loss:-92.84%(-116.5556) 2021/01/12 01:38:30\n",
"\n",
"[Fiat balance]\n",
" [Start ] 40,000.0 (Balance:62.7058 Price:637.9)\n",
" [End ] 990,931.3 (Balance:418.4853 Price:2367.9)\n",
" [Result] 950,931.3 (+2,377.33%)\n",
"\n",
"[Fiat execution statistics] PF:19.59\n",
" [Total ] Count:26(Size:0) PnL:+924,068 Avr:+35,541.0 Price Range:+0\n",
" [Profit ] Count:18(72.00%) Sum:+973,777 Avr:+54,099.0 Max:+420,150 MaxLen:8(+262,857)\n",
" [Loss ] Count:7(28.00%) Sum:-49,709 Avr:-7,101.0 Max:-27,721 MaxLen:3(-29,062)\n",
" [Fee ] Trade:0 Funding:0\n",
" [Max risk]\n",
" Drawdown :-10.19%(-14,806) 2021/01/08 11:19:30\n",
" Unrealised loss:-92.84%(-106,794) 2021/01/12 01:38:30\n",
"\n",
"Completed terminate process.\n",
"Now initializing...\n",
"Completed initialize process.\n",
"[Start] time:1609027200.0 ltp:637.9 balance:62.70575325 [Fee] taker:0.075 maker:-0.025 fr:0\n",
"preset ticks period: 1609027200.0 - 1619222385.0 (448892)\n",
"Now terminating...\n",
"\n",
"[Result]\n",
" [Time ] 2020/12/27 09:00:00 - 2021/04/24 08:59:00\n",
" [Balance ] 62.7058 -> 466.4832 (+643.92%)\n",
" [Orders ] Total:177613 (Open:1 Executed:65 Canceled:177547)\n",
" [Position] Max Long:2,920,688.0 Max Short:0.0 Min Margin:554.81%\n",
"\n",
"[Execution statistics] PF:0.00\n",
" [Total ] Count:65(Size:45,399,242.0) PnL:+397.0011 Avr:+6.1077 Price Range:+1,191.1\n",
" [Profit ] Count:25(100.00%) Sum:+397.0011 Avr:+15.88 Max:+84.615 MaxLen:25(+397.0011)\n",
" [Loss ] Count:0(0.00%) Sum:+0 Avr:+0 Max:+0 MaxLen:0(+0)\n",
" [Fee ] Trade:-6.7763 Funding:0.0\n",
" [Max risk]\n",
" Drawdown :0.00%(+0.0) 2021/01/04 16:21:30\n",
" Unrealised loss:-78.80%(-77.5304) 2021/01/12 01:38:30\n",
"\n",
"[Fiat balance]\n",
" [Start ] 40,000.0 (Balance:62.7058 Price:637.9)\n",
" [End ] 1,055,394.9 (Balance:466.4832 Price:2262.45)\n",
" [Result] 1,015,394.9 (+2,538.49%)\n",
"\n",
"[Fiat execution statistics] PF:3.19\n",
" [Total ] Count:65(Size:0) PnL:+988,531 Avr:+15,208.0 Price Range:+0\n",
" [Profit ] Count:37(57.81%) Sum:+1,440,915 Avr:+38,944.0 Max:+231,389 MaxLen:6(+588,136)\n",
" [Loss ] Count:27(42.19%) Sum:-452,384 Avr:-16,755.0 Max:-119,744 MaxLen:3(-22,922)\n",
" [Fee ] Trade:0 Funding:0\n",
" [Max risk]\n",
" Drawdown :-16.61%(-85,042) 2021/02/22 23:16:30\n",
" Unrealised loss:-78.80%(-71,037) 2021/01/12 01:38:30\n",
"\n",
"Completed terminate process.\n",
"Now initializing...\n",
"Completed initialize process.\n",
"[Start] time:1609027200.0 ltp:637.9 balance:62.70575325 [Fee] taker:0.075 maker:-0.025 fr:0\n",
"preset ticks period: 1609027200.0 - 1619222385.0 (448892)\n",
"Now terminating...\n",
"\n",
"[Result]\n",
" [Time ] 2020/12/27 09:00:00 - 2021/04/24 08:59:00\n",
" [Balance ] 62.7058 -> 366.439 (+484.38%)\n",
" [Orders ] Total:180506 (Open:2 Executed:43 Canceled:180461)\n",
" [Position] Max Long:2,567,615.0 Max Short:0.0 Min Margin:554.81%\n",
"\n",
"[Execution statistics] PF:0.00\n",
" [Total ] Count:43(Size:26,684,222.0) PnL:+300.7237 Avr:+6.9936 Price Range:+849.46\n",
" [Profit ] Count:15(100.00%) Sum:+300.7237 Avr:+20.0482 Max:+109.4072 MaxLen:15(+300.7237)\n",
" [Loss ] Count:0(0.00%) Sum:+0 Avr:+0 Max:+0 MaxLen:0(+0)\n",
" [Fee ] Trade:-3.0095 Funding:0.0\n",
" [Max risk]\n",
" Drawdown :0.00%(+0.0) 2021/01/04 16:21:30\n",
" Unrealised loss:-78.79%(-90.6648) 2021/01/12 01:38:30\n",
"\n",
"[Fiat balance]\n",
" [Start ] 40,000.0 (Balance:62.7058 Price:637.9)\n",
" [End ] 867,690.9 (Balance:366.439 Price:2367.9)\n",
" [Result] 827,690.9 (+2,069.23%)\n",
"\n",
"[Fiat execution statistics] PF:4.32\n",
" [Total ] Count:43(Size:0) PnL:+800,827 Avr:+18,624.0 Price Range:+0\n",
" [Profit ] Count:29(69.05%) Sum:+1,042,310 Avr:+35,942.0 Max:+242,686 MaxLen:6(+328,234)\n",
" [Loss ] Count:13(30.95%) Sum:-241,483 Avr:-18,576.0 Max:-92,297 MaxLen:3(-31,148)\n",
" [Fee ] Trade:0 Funding:0\n",
" [Max risk]\n",
" Drawdown :-18.17%(-111,628) 2021/02/22 23:16:30\n",
" Unrealised loss:-78.79%(-83,071) 2021/01/12 01:38:30\n",
"\n",
"Completed terminate process.\n",
"Now initializing...\n",
"Completed initialize process.\n",
"[Start] time:1609027200.0 ltp:637.9 balance:62.70575325 [Fee] taker:0.075 maker:-0.025 fr:0\n",
"preset ticks period: 1609027200.0 - 1619222385.0 (448892)\n",
"Now terminating...\n",
"\n",
"[Result]\n",
" [Time ] 2020/12/27 09:00:00 - 2021/04/24 08:59:00\n",
" [Balance ] 62.7058 -> 258.3567 (+312.01%)\n",
" [Orders ] Total:195612 (Open:2 Executed:28 Canceled:195582)\n",
" [Position] Max Long:1,810,289.0 Max Short:0.0 Min Margin:176.64%\n",
"\n",
"[Execution statistics] PF:0.00\n",
" [Total ] Count:28(Size:14,934,558.0) PnL:+194.2718 Avr:+6.9383 Price Range:+635.87\n",
" [Profit ] Count:8(100.00%) Sum:+194.2718 Avr:+24.284 Max:+85.829 MaxLen:8(+194.2718)\n",
" [Loss ] Count:0(0.00%) Sum:+0 Avr:+0 Max:+0 MaxLen:0(+0)\n",
" [Fee ] Trade:-1.3791 Funding:0.0\n",
" [Max risk]\n",
" Drawdown :0.00%(+0.0) 2021/01/04 16:21:30\n",
" Unrealised loss:-92.84%(-116.5556) 2021/01/12 01:38:30\n",
"\n",
"[Fiat balance]\n",
" [Start ] 40,000.0 (Balance:62.7058 Price:637.9)\n",
" [End ] 611,762.8 (Balance:258.3567 Price:2367.9)\n",
" [Result] 571,762.8 (+1,429.41%)\n",
"\n",
"[Fiat execution statistics] PF:12.02\n",
" [Total ] Count:28(Size:0) PnL:+544,899 Avr:+19,461.0 Price Range:+0\n",
" [Profit ] Count:20(74.07%) Sum:+594,360 Avr:+29,718.0 Max:+156,408 MaxLen:8(+259,500)\n",
" [Loss ] Count:7(25.93%) Sum:-49,461 Avr:-7,066.0 Max:-27,486 MaxLen:3(-28,814)\n",
" [Fee ] Trade:0 Funding:0\n",
" [Max risk]\n",
" Drawdown :-10.19%(-14,806) 2021/01/08 11:19:30\n",
" Unrealised loss:-92.84%(-106,794) 2021/01/12 01:38:30\n",
"\n",
"Completed terminate process.\n",
"Now initializing...\n",
"Completed initialize process.\n",
"[Start] time:1609027200.0 ltp:637.9 balance:62.70575325 [Fee] taker:0.075 maker:-0.025 fr:0\n",
"preset ticks period: 1609027200.0 - 1619222385.0 (448892)\n",
"Now terminating...\n",
"\n",
"[Result]\n",
" [Time ] 2020/12/27 09:00:00 - 2021/04/24 08:59:00\n",
" [Balance ] 62.7058 -> 187.0468 (+198.29%)\n",
" [Orders ] Total:170076 (Open:1 Executed:40 Canceled:170035)\n",
" [Position] Max Long:1,079,007.0 Max Short:0.0 Min Margin:1559.97%\n",
"\n",
"[Execution statistics] PF:0.00\n",
" [Total ] Count:40(Size:11,272,122.0) PnL:+122.1651 Avr:+3.0541 Price Range:+461.62\n",
" [Profit ] Count:14(100.00%) Sum:+122.1651 Avr:+8.7261 Max:+20.0406 MaxLen:14(+122.1651)\n",
" [Loss ] Count:0(0.00%) Sum:+0 Avr:+0 Max:+0 MaxLen:0(+0)\n",
" [Fee ] Trade:-2.1759 Funding:0.0\n",
" [Max risk]\n",
" Drawdown :0.00%(+0.0) 2021/01/04 17:40:30\n",
" Unrealised loss:-45.42%(-28.5026) 2021/01/04 19:16:30\n",
"\n",
"[Fiat balance]\n",
" [Start ] 40,000.0 (Balance:62.7058 Price:637.9)\n",
" [End ] 387,551.6 (Balance:187.0468 Price:2071.95)\n",
" [Result] 347,551.6 (+868.88%)\n",
"\n",
"[Fiat execution statistics] PF:5.03\n",
" [Total ] Count:40(Size:0) PnL:+323,794 Avr:+8,095.0 Price Range:+0\n",
" [Profit ] Count:21(53.85%) Sum:+404,153 Avr:+19,245.0 Max:+90,701 MaxLen:3(+18,408)\n",
" [Loss ] Count:18(46.15%) Sum:-80,359 Avr:-4,464.0 Max:-38,678 MaxLen:3(-3,100)\n",
" [Fee ] Trade:0 Funding:0\n",
" [Max risk]\n",
" Drawdown :-15.79%(-38,678) 2021/02/23 18:09:30\n",
" Unrealised loss:-45.42%(-25,296) 2021/01/04 19:16:30\n",
"\n",
"Completed terminate process.\n",
"Now initializing...\n",
"Completed initialize process.\n",
"[Start] time:1609027200.0 ltp:637.9 balance:62.70575325 [Fee] taker:0.075 maker:-0.025 fr:0\n",
"preset ticks period: 1609027200.0 - 1619222385.0 (448892)\n",
"Now terminating...\n",
"\n",
"[Result]\n",
" [Time ] 2020/12/27 09:00:00 - 2021/04/24 08:59:00\n",
" [Balance ] 62.7058 -> 268.8965 (+328.82%)\n",
" [Orders ] Total:170211 (Open:1 Executed:37 Canceled:170173)\n",
" [Position] Max Long:1,475,104.0 Max Short:0.0 Min Margin:1559.97%\n",
"\n",
"[Execution statistics] PF:0.00\n",
" [Total ] Count:37(Size:12,232,712.0) PnL:+203.9685 Avr:+5.5127 Price Range:+662.62\n",
" [Profit ] Count:12(100.00%) Sum:+203.9685 Avr:+16.9974 Max:+37.059 MaxLen:12(+203.9685)\n",
" [Loss ] Count:0(0.00%) Sum:+0 Avr:+0 Max:+0 MaxLen:0(+0)\n",
" [Fee ] Trade:-2.2223 Funding:0.0\n",
" [Max risk]\n",
" Drawdown :0.00%(+0.0) 2021/01/04 17:40:30\n",
" Unrealised loss:-45.42%(-28.5026) 2021/01/04 19:16:30\n",
"\n",
"[Fiat balance]\n",
" [Start ] 40,000.0 (Balance:62.7058 Price:637.9)\n",
" [End ] 571,176.5 (Balance:268.8965 Price:2124.15)\n",
" [Result] 531,176.5 (+1,327.94%)\n",
"\n",
"[Fiat execution statistics] PF:5.73\n",
" [Total ] Count:37(Size:0) PnL:+507,419 Avr:+13,714.0 Price Range:+0\n",
" [Profit ] Count:20(55.56%) Sum:+614,747 Avr:+30,737.0 Max:+117,341 MaxLen:3(+24,325)\n",
" [Loss ] Count:16(44.44%) Sum:-107,328 Avr:-6,708.0 Max:-50,749 MaxLen:3(-5,210)\n",
" [Fee ] Trade:0 Funding:0\n",
" [Max risk]\n",
" Drawdown :-16.55%(-50,749) 2021/02/23 18:09:30\n",
" Unrealised loss:-45.42%(-25,296) 2021/01/04 19:16:30\n",
"\n",
"Completed terminate process.\n",
"Now initializing...\n",
"Completed initialize process.\n",
"[Start] time:1609027200.0 ltp:637.9 balance:62.70575325 [Fee] taker:0.075 maker:-0.025 fr:0\n",
"preset ticks period: 1609027200.0 - 1619222385.0 (448892)\n",
"Now terminating...\n",
"\n",
"[Result]\n",
" [Time ] 2020/12/27 09:00:00 - 2021/04/24 08:59:00\n",
" [Balance ] 62.7058 -> 327.4244 (+422.16%)\n",
" [Orders ] Total:170437 (Open:1 Executed:33 Canceled:170403)\n",
" [Position] Max Long:1,715,127.0 Max Short:0.0 Min Margin:1559.97%\n",
"\n",
"[Execution statistics] PF:0.00\n",
" [Total ] Count:33(Size:12,555,836.0) PnL:+262.5251 Avr:+7.9553 Price Range:+814.32\n",
" [Profit ] Count:11(100.00%) Sum:+262.5251 Avr:+23.8659 Max:+52.9559 MaxLen:11(+262.5251)\n",
" [Loss ] Count:0(0.00%) Sum:+0 Avr:+0 Max:+0 MaxLen:0(+0)\n",
" [Fee ] Trade:-2.1936 Funding:0.0\n",
" [Max risk]\n",
" Drawdown :0.00%(+0.0) 2021/01/04 17:40:30\n",
" Unrealised loss:-45.42%(-28.5026) 2021/01/04 19:16:30\n",
"\n",
"[Fiat balance]\n",
" [Start ] 40,000.0 (Balance:62.7058 Price:637.9)\n",
" [End ] 707,907.9 (Balance:327.4244 Price:2162.05)\n",
" [Result] 667,907.9 (+1,669.77%)\n",
"\n",
"[Fiat execution statistics] PF:6.28\n",
" [Total ] Count:33(Size:0) PnL:+644,150 Avr:+19,520.0 Price Range:+0\n",
" [Profit ] Count:18(56.25%) Sum:+766,135 Avr:+42,563.0 Max:+155,363 MaxLen:3(+29,576)\n",
" [Loss ] Count:14(43.75%) Sum:-121,985 Avr:-8,713.0 Max:-60,757 MaxLen:3(-6,810)\n",
" [Fee ] Trade:0 Funding:0\n",
" [Max risk]\n",
" Drawdown :-18.25%(-60,757) 2021/02/23 18:09:30\n",
" Unrealised loss:-45.42%(-25,296) 2021/01/04 19:16:30\n",
"\n",
"Completed terminate process.\n",
"Now initializing...\n",
"Completed initialize process.\n",
"[Start] time:1609027200.0 ltp:637.9 balance:62.70575325 [Fee] taker:0.075 maker:-0.025 fr:0\n",
"preset ticks period: 1609027200.0 - 1619222385.0 (448892)\n",
"Now terminating...\n",
"\n",
"[Result]\n",
" [Time ] 2020/12/27 09:00:00 - 2021/04/24 08:59:00\n",
" [Balance ] 62.7058 -> 183.9747 (+193.39%)\n",
" [Orders ] Total:170076 (Open:1 Executed:40 Canceled:170035)\n",
" [Position] Max Long:1,061,285.0 Max Short:0.0 Min Margin:1559.97%\n",
"\n",
"[Execution statistics] PF:0.00\n",
" [Total ] Count:40(Size:11,236,678.0) PnL:+119.0966 Avr:+2.9774 Price Range:+452.32\n",
" [Profit ] Count:14(100.00%) Sum:+119.0966 Avr:+8.5069 Max:+18.7821 MaxLen:14(+119.0966)\n",
" [Loss ] Count:0(0.00%) Sum:+0 Avr:+0 Max:+0 MaxLen:0(+0)\n",
" [Fee ] Trade:-2.1723 Funding:0.0\n",
" [Max risk]\n",
" Drawdown :0.00%(+0.0) 2021/01/04 17:40:30\n",
" Unrealised loss:-45.42%(-28.5026) 2021/01/04 19:16:30\n",
"\n",
"[Fiat balance]\n",
" [Start ] 40,000.0 (Balance:62.7058 Price:637.9)\n",
" [End ] 381,186.4 (Balance:183.9747 Price:2071.95)\n",
" [Result] 341,186.4 (+852.97%)\n",
"\n",
"[Fiat execution statistics] PF:4.95\n",
" [Total ] Count:40(Size:0) PnL:+317,429 Avr:+7,936.0 Price Range:+0\n",
" [Profit ] Count:21(53.85%) Sum:+397,788 Avr:+18,942.0 Max:+89,212 MaxLen:3(+18,408)\n",
" [Loss ] Count:18(46.15%) Sum:-80,359 Avr:-4,464.0 Max:-38,678 MaxLen:3(-3,100)\n",
" [Fee ] Trade:0 Funding:0\n",
" [Max risk]\n",
" Drawdown :-15.79%(-38,678) 2021/02/23 18:09:30\n",
" Unrealised loss:-45.42%(-25,296) 2021/01/04 19:16:30\n",
"\n",
"Completed terminate process.\n",
"Now initializing...\n",
"Completed initialize process.\n",
"[Start] time:1609027200.0 ltp:637.9 balance:62.70575325 [Fee] taker:0.075 maker:-0.025 fr:0\n",
"preset ticks period: 1609027200.0 - 1619222385.0 (448892)\n",
"Now terminating...\n",
"\n",
"[Result]\n",
" [Time ] 2020/12/27 09:00:00 - 2021/04/24 08:59:00\n",
" [Balance ] 62.7058 -> 268.8965 (+328.82%)\n",
" [Orders ] Total:170211 (Open:1 Executed:37 Canceled:170173)\n",
" [Position] Max Long:1,475,104.0 Max Short:0.0 Min Margin:1559.97%\n",
"\n",
"[Execution statistics] PF:0.00\n",
" [Total ] Count:37(Size:12,232,712.0) PnL:+203.9685 Avr:+5.5127 Price Range:+662.62\n",
" [Profit ] Count:12(100.00%) Sum:+203.9685 Avr:+16.9974 Max:+37.059 MaxLen:12(+203.9685)\n",
" [Loss ] Count:0(0.00%) Sum:+0 Avr:+0 Max:+0 MaxLen:0(+0)\n",
" [Fee ] Trade:-2.2223 Funding:0.0\n",
" [Max risk]\n",
" Drawdown :0.00%(+0.0) 2021/01/04 17:40:30\n",
" Unrealised loss:-45.42%(-28.5026) 2021/01/04 19:16:30\n",
"\n",
"[Fiat balance]\n",
" [Start ] 40,000.0 (Balance:62.7058 Price:637.9)\n",
" [End ] 571,176.5 (Balance:268.8965 Price:2124.15)\n",
" [Result] 531,176.5 (+1,327.94%)\n",
"\n",
"[Fiat execution statistics] PF:5.73\n",
" [Total ] Count:37(Size:0) PnL:+507,419 Avr:+13,714.0 Price Range:+0\n",
" [Profit ] Count:20(55.56%) Sum:+614,747 Avr:+30,737.0 Max:+117,341 MaxLen:3(+24,325)\n",
" [Loss ] Count:16(44.44%) Sum:-107,328 Avr:-6,708.0 Max:-50,749 MaxLen:3(-5,210)\n",
" [Fee ] Trade:0 Funding:0\n",
" [Max risk]\n",
" Drawdown :-16.55%(-50,749) 2021/02/23 18:09:30\n",
" Unrealised loss:-45.42%(-25,296) 2021/01/04 19:16:30\n",
"\n",
"Completed terminate process.\n",
"Now initializing...\n",
"Completed initialize process.\n",
"[Start] time:1609027200.0 ltp:637.9 balance:62.70575325 [Fee] taker:0.075 maker:-0.025 fr:0\n",
"preset ticks period: 1609027200.0 - 1619222385.0 (448892)\n",
"Now terminating...\n",
"\n",
"[Result]\n",
" [Time ] 2020/12/27 09:00:00 - 2021/04/24 08:59:00\n",
" [Balance ] 62.7058 -> 327.4244 (+422.16%)\n",
" [Orders ] Total:170437 (Open:1 Executed:33 Canceled:170403)\n",
" [Position] Max Long:1,715,127.0 Max Short:0.0 Min Margin:1559.97%\n",
"\n",
"[Execution statistics] PF:0.00\n",
" [Total ] Count:33(Size:12,555,836.0) PnL:+262.5251 Avr:+7.9553 Price Range:+814.32\n",
" [Profit ] Count:11(100.00%) Sum:+262.5251 Avr:+23.8659 Max:+52.9559 MaxLen:11(+262.5251)\n",
" [Loss ] Count:0(0.00%) Sum:+0 Avr:+0 Max:+0 MaxLen:0(+0)\n",
" [Fee ] Trade:-2.1936 Funding:0.0\n",
" [Max risk]\n",
" Drawdown :0.00%(+0.0) 2021/01/04 17:40:30\n",
" Unrealised loss:-45.42%(-28.5026) 2021/01/04 19:16:30\n",
"\n",
"[Fiat balance]\n",
" [Start ] 40,000.0 (Balance:62.7058 Price:637.9)\n",
" [End ] 707,907.9 (Balance:327.4244 Price:2162.05)\n",
" [Result] 667,907.9 (+1,669.77%)\n",
"\n",
"[Fiat execution statistics] PF:6.28\n",
" [Total ] Count:33(Size:0) PnL:+644,150 Avr:+19,520.0 Price Range:+0\n",
" [Profit ] Count:18(56.25%) Sum:+766,135 Avr:+42,563.0 Max:+155,363 MaxLen:3(+29,576)\n",
" [Loss ] Count:14(43.75%) Sum:-121,985 Avr:-8,713.0 Max:-60,757 MaxLen:3(-6,810)\n",
" [Fee ] Trade:0 Funding:0\n",
" [Max risk]\n",
" Drawdown :-18.25%(-60,757) 2021/02/23 18:09:30\n",
" Unrealised loss:-45.42%(-25,296) 2021/01/04 19:16:30\n",
"\n",
"Completed terminate process.\n",
"Now initializing...\n",
"Completed initialize process.\n",
"[Start] time:1609027200.0 ltp:637.9 balance:62.70575325 [Fee] taker:0.075 maker:-0.025 fr:0\n",
"preset ticks period: 1609027200.0 - 1619222385.0 (448892)\n",
"Now terminating...\n",
"\n",
"[Result]\n",
" [Time ] 2020/12/27 09:00:00 - 2021/04/24 08:59:00\n",
" [Balance ] 62.7058 -> 183.9747 (+193.39%)\n",
" [Orders ] Total:170076 (Open:1 Executed:40 Canceled:170035)\n",
" [Position] Max Long:1,061,285.0 Max Short:0.0 Min Margin:1559.97%\n",
"\n",
"[Execution statistics] PF:0.00\n",
" [Total ] Count:40(Size:11,236,678.0) PnL:+119.0966 Avr:+2.9774 Price Range:+452.32\n",
" [Profit ] Count:14(100.00%) Sum:+119.0966 Avr:+8.5069 Max:+18.7821 MaxLen:14(+119.0966)\n",
" [Loss ] Count:0(0.00%) Sum:+0 Avr:+0 Max:+0 MaxLen:0(+0)\n",
" [Fee ] Trade:-2.1723 Funding:0.0\n",
" [Max risk]\n",
" Drawdown :0.00%(+0.0) 2021/01/04 17:40:30\n",
" Unrealised loss:-45.42%(-28.5026) 2021/01/04 19:16:30\n",
"\n",
"[Fiat balance]\n",
" [Start ] 40,000.0 (Balance:62.7058 Price:637.9)\n",
" [End ] 381,186.4 (Balance:183.9747 Price:2071.95)\n",
" [Result] 341,186.4 (+852.97%)\n",
"\n",
"[Fiat execution statistics] PF:4.95\n",
" [Total ] Count:40(Size:0) PnL:+317,429 Avr:+7,936.0 Price Range:+0\n",
" [Profit ] Count:21(53.85%) Sum:+397,788 Avr:+18,942.0 Max:+89,212 MaxLen:3(+18,408)\n",
" [Loss ] Count:18(46.15%) Sum:-80,359 Avr:-4,464.0 Max:-38,678 MaxLen:3(-3,100)\n",
" [Fee ] Trade:0 Funding:0\n",
" [Max risk]\n",
" Drawdown :-15.79%(-38,678) 2021/02/23 18:09:30\n",
" Unrealised loss:-45.42%(-25,296) 2021/01/04 19:16:30\n",
"\n",
"Completed terminate process.\n",
"Now initializing...\n",
"Completed initialize process.\n",
"[Start] time:1609027200.0 ltp:637.9 balance:62.70575325 [Fee] taker:0.075 maker:-0.025 fr:0\n",
"preset ticks period: 1609027200.0 - 1619222385.0 (448892)\n",
"Now terminating...\n",
"\n",
"[Result]\n",
" [Time ] 2020/12/27 09:00:00 - 2021/04/24 08:59:00\n",
" [Balance ] 62.7058 -> 264.7042 (+322.14%)\n",
" [Orders ] Total:170209 (Open:1 Executed:37 Canceled:170171)\n",
" [Position] Max Long:1,452,105.0 Max Short:0.0 Min Margin:1559.97%\n",
"\n",
"[Execution statistics] PF:0.00\n",
" [Total ] Count:37(Size:12,186,714.0) PnL:+199.7808 Avr:+5.3995 Price Range:+653.02\n",
" [Profit ] Count:12(100.00%) Sum:+199.7808 Avr:+16.6484 Max:+33.3122 MaxLen:12(+199.7808)\n",
" [Loss ] Count:0(0.00%) Sum:+0 Avr:+0 Max:+0 MaxLen:0(+0)\n",
" [Fee ] Trade:-2.2176 Funding:0.0\n",
" [Max risk]\n",
" Drawdown :0.00%(+0.0) 2021/01/04 17:40:30\n",
" Unrealised loss:-45.42%(-28.5026) 2021/01/04 19:16:30\n",
"\n",
"[Fiat balance]\n",
" [Start ] 40,000.0 (Balance:62.7058 Price:637.9)\n",
" [End ] 562,271.4 (Balance:264.7042 Price:2124.15)\n",
" [Result] 522,271.4 (+1,305.68%)\n",
"\n",
"[Fiat execution statistics] PF:5.64\n",
" [Total ] Count:37(Size:0) PnL:+498,514 Avr:+13,473.0 Price Range:+0\n",
" [Profit ] Count:20(55.56%) Sum:+605,842 Avr:+30,292.0 Max:+117,711 MaxLen:3(+24,325)\n",
" [Loss ] Count:16(44.44%) Sum:-107,328 Avr:-6,708.0 Max:-50,749 MaxLen:3(-5,210)\n",
" [Fee ] Trade:0 Funding:0\n",
" [Max risk]\n",
" Drawdown :-16.55%(-50,749) 2021/02/23 18:09:30\n",
" Unrealised loss:-45.42%(-25,296) 2021/01/04 19:16:30\n",
"\n",
"Completed terminate process.\n",
"Now initializing...\n",
"Completed initialize process.\n",
"[Start] time:1609027200.0 ltp:637.9 balance:62.70575325 [Fee] taker:0.075 maker:-0.025 fr:0\n",
"preset ticks period: 1609027200.0 - 1619222385.0 (448892)\n",
"Now terminating...\n",
"\n",
"[Result]\n",
" [Time ] 2020/12/27 09:00:00 - 2021/04/24 08:59:00\n",
" [Balance ] 62.7058 -> 322.6598 (+414.56%)\n",
" [Orders ] Total:170429 (Open:1 Executed:33 Canceled:170395)\n",
" [Position] Max Long:1,690,169.0 Max Short:0.0 Min Margin:1559.97%\n",
"\n",
"[Execution statistics] PF:0.00\n",
" [Total ] Count:33(Size:12,505,920.0) PnL:+257.7654 Avr:+7.8111 Price Range:+804.62\n",
" [Profit ] Count:11(100.00%) Sum:+257.7654 Avr:+23.4332 Max:+48.8897 MaxLen:11(+257.7654)\n",
" [Loss ] Count:0(0.00%) Sum:+0 Avr:+0 Max:+0 MaxLen:0(+0)\n",
" [Fee ] Trade:-2.1886 Funding:0.0\n",
" [Max risk]\n",
" Drawdown :0.00%(+0.0) 2021/01/04 17:40:30\n",
" Unrealised loss:-45.42%(-28.5026) 2021/01/04 19:16:30\n",
"\n",
"[Fiat balance]\n",
" [Start ] 40,000.0 (Balance:62.7058 Price:637.9)\n",
" [End ] 697,606.6 (Balance:322.6598 Price:2162.05)\n",
" [Result] 657,606.6 (+1,644.02%)\n",
"\n",
"[Fiat execution statistics] PF:6.20\n",
" [Total ] Count:33(Size:0) PnL:+633,849 Avr:+19,208.0 Price Range:+0\n",
" [Profit ] Count:18(56.25%) Sum:+755,834 Avr:+41,991.0 Max:+153,103 MaxLen:3(+29,576)\n",
" [Loss ] Count:14(43.75%) Sum:-121,985 Avr:-8,713.0 Max:-60,757 MaxLen:3(-6,810)\n",
" [Fee ] Trade:0 Funding:0\n",
" [Max risk]\n",
" Drawdown :-18.25%(-60,757) 2021/02/23 18:09:30\n",
" Unrealised loss:-45.42%(-25,296) 2021/01/04 19:16:30\n",
"\n",
"Completed terminate process.\n",
"Now initializing...\n",
"Completed initialize process.\n",
"[Start] time:1609027200.0 ltp:637.9 balance:62.70575325 [Fee] taker:0.075 maker:-0.025 fr:0\n",
"preset ticks period: 1609027200.0 - 1619222385.0 (448892)\n",
"[Loss cut] 2021/01/04 18:41:30 margin rate:-45.69% has reached the loss cut rate:50.00%.(liquidated price:915.45 size:478213.0)\n",
"Now terminating...\n",
"\n",
"[Result]\n",
" [Time ] 2020/12/27 09:00:00 - 2021/04/24 08:59:00\n",
" [Balance ] 62.7058 -> -2.8072 (-104.48%)\n",
" [Orders ] Total:12202 (Open:0 Executed:12 Canceled:12190)\n",
" [Position] Max Long:478,213.0 Max Short:0.0 Min Margin:166.89%\n",
"\n",
"[Execution statistics] PF:0.26\n",
" [Total ] Count:12(Size:3,359,532.0) PnL:-65.7965 Avr:-5.483 Price Range:-110.3\n",
" [Profit ] Count:4(80.00%) Sum:+23.0163 Avr:+5.7541 Max:+15.4778 MaxLen:4(+23.0163)\n",
" [Loss ] Count:1(20.00%) Sum:-88.8128 Avr:-88.8128 Max:-88.8128 MaxLen:1(-88.8128)\n",
" [Fee ] Trade:-0.2836 Funding:0.0\n",
" [Max risk]\n",
" Drawdown :-103.25%(-89.2046) 2021/01/04 18:41:30\n",
" Unrealised loss:-102.76%(-88.7843) 2021/01/04 18:41:30\n",
"\n",
"[Fiat balance]\n",
" [Start ] 40,000.0 (Balance:62.7058 Price:637.9)\n",
" [End ] -2,569.9 (Balance:-2.8072 Price:915.45)\n",
" [Result] -42,569.9 (-106.42%)\n",
"\n",
"[Fiat execution statistics] PF:0.42\n",
" [Total ] Count:12(Size:0) PnL:-59,159 Avr:-4,930.0 Price Range:+0\n",
" [Profit ] Count:7(63.64%) Sum:+42,579 Avr:+6,083.0 Max:+18,511 MaxLen:3(+35,192)\n",
" [Loss ] Count:4(36.36%) Sum:-101,738 Avr:-25,434.0 Max:-96,914 MaxLen:2(-98,699)\n",
" [Fee ] Trade:0 Funding:0\n",
" [Max risk]\n",
" Drawdown :-102.67%(-98,699) 2021/01/04 18:41:30\n",
" Unrealised loss:-102.76%(-81,277) 2021/01/04 18:41:30\n",
"\n",
"Completed terminate process.\n",
"Backtest has been liquidated. (count:1)\n",
"Now initializing...\n",
"Completed initialize process.\n",
"[Start] time:1609027200.0 ltp:637.9 balance:62.70575325 [Fee] taker:0.075 maker:-0.025 fr:0\n",
"preset ticks period: 1609027200.0 - 1619222385.0 (448892)\n",
"[Loss cut] 2021/01/04 18:41:30 margin rate:-101.50% has reached the loss cut rate:50.00%.(liquidated price:915.45 size:667771.0)\n",
"Now terminating...\n",
"\n",
"[Result]\n",
" [Time ] 2020/12/27 09:00:00 - 2021/04/24 08:59:00\n",
" [Balance ] 62.7058 -> -7.9907 (-112.74%)\n",
" [Orders ] Total:12755 (Open:0 Executed:10 Canceled:12745)\n",
" [Position] Max Long:667,771.0 Max Short:0.0 Min Margin:109.89%\n",
"\n",
"[Execution statistics] PF:0.43\n",
" [Total ] Count:10(Size:3,166,090.0) PnL:-70.7303 Avr:-7.073 Price Range:-3.7\n",
" [Profit ] Count:3(75.00%) Sum:+53.2869 Avr:+17.7623 Max:+48.1039 MaxLen:3(+53.2869)\n",
" [Loss ] Count:1(25.00%) Sum:-124.0172 Avr:-124.0172 Max:-124.0172 MaxLen:1(-124.0172)\n",
" [Fee ] Trade:-0.0339 Funding:0.0\n",
" [Max risk]\n",
" Drawdown :-106.85%(-124.5643) 2021/01/04 18:41:30\n",
" Unrealised loss:-106.35%(-123.9773) 2021/01/04 18:41:30\n",
"\n",
"[Fiat balance]\n",
" [Start ] 40,000.0 (Balance:62.7058 Price:637.9)\n",
" [End ] -7,315.1 (Balance:-7.9907 Price:915.45)\n",
" [Result] -47,315.1 (-118.29%)\n",
"\n",
"[Fiat execution statistics] PF:0.54\n",
" [Total ] Count:10(Size:0) PnL:-63,905 Avr:-6,390.0 Price Range:+0\n",
" [Profit ] Count:6(66.67%) Sum:+76,206 Avr:+12,701.0 Max:+62,575 MaxLen:3(+73,408)\n",
" [Loss ] Count:3(33.33%) Sum:-140,111 Avr:-46,704.0 Max:-135,808 MaxLen:1(-2,222)\n",
" [Fee ] Trade:0 Funding:0\n",
" [Max risk]\n",
" Drawdown :-105.62%(-137,422) 2021/01/04 18:41:30\n",
" Unrealised loss:-106.35%(-113,495) 2021/01/04 18:41:30\n",
"\n",
"Completed terminate process.\n",
"Backtest has been liquidated. (count:1)\n",
"Now initializing...\n",
"Completed initialize process.\n",
"[Start] time:1609027200.0 ltp:637.9 balance:62.70575325 [Fee] taker:0.075 maker:-0.025 fr:0\n",
"preset ticks period: 1609027200.0 - 1619222385.0 (448892)\n",
"[Loss cut] 2021/01/04 18:41:30 margin rate:-101.54% has reached the loss cut rate:50.00%.(liquidated price:915.45 size:781050.0)\n",
"Now terminating...\n",
"\n",
"[Result]\n",
" [Time ] 2020/12/27 09:00:00 - 2021/04/24 08:59:00\n",
" [Balance ] 62.7058 -> -9.3502 (-114.91%)\n",
" [Orders ] Total:12809 (Open:0 Executed:8 Canceled:12801)\n",
" [Position] Max Long:781,050.0 Max Short:0.0 Min Margin:109.84%\n",
"\n",
"[Execution statistics] PF:0.50\n",
" [Total ] Count:8(Size:3,533,130.0) PnL:-72.0496 Avr:-9.0062 Price Range:+50.4\n",
" [Profit ] Count:2(66.67%) Sum:+73.0055 Avr:+36.5028 Max:+60.479 MaxLen:2(+73.0055)\n",
" [Loss ] Count:1(33.33%) Sum:-145.0551 Avr:-145.0551 Max:-145.0551 MaxLen:1(-145.0551)\n",
" [Fee ] Trade:0.0064 Funding:0.0\n",
" [Max risk]\n",
" Drawdown :-106.86%(-145.695) 2021/01/04 18:41:30\n",
" Unrealised loss:-106.35%(-145.0085) 2021/01/04 18:41:30\n",
"\n",
"[Fiat balance]\n",
" [Start ] 40,000.0 (Balance:62.7058 Price:637.9)\n",
" [End ] -8,559.6 (Balance:-9.3502 Price:915.45)\n",
" [Result] -48,559.6 (-121.40%)\n",
"\n",
"[Fiat execution statistics] PF:0.61\n",
" [Total ] Count:8(Size:0) PnL:-65,149 Avr:-8,144.0 Price Range:+0\n",
" [Profit ] Count:3(42.86%) Sum:+101,852 Avr:+33,951.0 Max:+83,386 MaxLen:1(+83,386)\n",
" [Loss ] Count:4(57.14%) Sum:-167,001 Avr:-41,750.0 Max:-158,845 MaxLen:2(-4,402)\n",
" [Fee ] Trade:0 Funding:0\n",
" [Max risk]\n",
" Drawdown :-105.58%(-162,054) 2021/01/04 18:41:30\n",
" Unrealised loss:-106.35%(-132,748) 2021/01/04 18:41:30\n",
"\n",
"Completed terminate process.\n",
"Backtest has been liquidated. (count:1)\n",
"Now initializing...\n",
"Completed initialize process.\n",
"[Start] time:1609027200.0 ltp:637.9 balance:62.70575325 [Fee] taker:0.075 maker:-0.025 fr:0\n",
"preset ticks period: 1609027200.0 - 1619222385.0 (448892)\n",
"[Loss cut] 2021/01/04 18:41:30 margin rate:-45.69% has reached the loss cut rate:50.00%.(liquidated price:915.45 size:478213.0)\n",
"Now terminating...\n",
"\n",
"[Result]\n",
" [Time ] 2020/12/27 09:00:00 - 2021/04/24 08:59:00\n",
" [Balance ] 62.7058 -> -2.8072 (-104.48%)\n",
" [Orders ] Total:12202 (Open:0 Executed:12 Canceled:12190)\n",
" [Position] Max Long:478,213.0 Max Short:0.0 Min Margin:166.89%\n",
"\n",
"[Execution statistics] PF:0.26\n",
" [Total ] Count:12(Size:3,359,532.0) PnL:-65.7965 Avr:-5.483 Price Range:-110.3\n",
" [Profit ] Count:4(80.00%) Sum:+23.0163 Avr:+5.7541 Max:+15.4778 MaxLen:4(+23.0163)\n",
" [Loss ] Count:1(20.00%) Sum:-88.8128 Avr:-88.8128 Max:-88.8128 MaxLen:1(-88.8128)\n",
" [Fee ] Trade:-0.2836 Funding:0.0\n",
" [Max risk]\n",
" Drawdown :-103.25%(-89.2046) 2021/01/04 18:41:30\n",
" Unrealised loss:-102.76%(-88.7843) 2021/01/04 18:41:30\n",
"\n",
"[Fiat balance]\n",
" [Start ] 40,000.0 (Balance:62.7058 Price:637.9)\n",
" [End ] -2,569.9 (Balance:-2.8072 Price:915.45)\n",
" [Result] -42,569.9 (-106.42%)\n",
"\n",
"[Fiat execution statistics] PF:0.42\n",
" [Total ] Count:12(Size:0) PnL:-59,159 Avr:-4,930.0 Price Range:+0\n",
" [Profit ] Count:7(63.64%) Sum:+42,579 Avr:+6,083.0 Max:+18,511 MaxLen:3(+35,192)\n",
" [Loss ] Count:4(36.36%) Sum:-101,738 Avr:-25,434.0 Max:-96,914 MaxLen:2(-98,699)\n",
" [Fee ] Trade:0 Funding:0\n",
" [Max risk]\n",
" Drawdown :-102.67%(-98,699) 2021/01/04 18:41:30\n",
" Unrealised loss:-102.76%(-81,277) 2021/01/04 18:41:30\n",
"\n",
"Completed terminate process.\n",
"Backtest has been liquidated. (count:1)\n",
"Now initializing...\n",
"Completed initialize process.\n",
"[Start] time:1609027200.0 ltp:637.9 balance:62.70575325 [Fee] taker:0.075 maker:-0.025 fr:0\n",
"preset ticks period: 1609027200.0 - 1619222385.0 (448892)\n",
"[Loss cut] 2021/01/04 18:41:30 margin rate:-45.69% has reached the loss cut rate:50.00%.(liquidated price:915.45 size:518296.0)\n",
"Now terminating...\n",
"\n",
"[Result]\n",
" [Time ] 2020/12/27 09:00:00 - 2021/04/24 08:59:00\n",
" [Balance ] 62.7058 -> -3.0426 (-104.85%)\n",
" [Orders ] Total:12322 (Open:0 Executed:12 Canceled:12310)\n",
" [Position] Max Long:518,296.0 Max Short:0.0 Min Margin:166.89%\n",
"\n",
"[Execution statistics] PF:0.31\n",
" [Total ] Count:12(Size:3,593,288.0) PnL:-66.0412 Avr:-5.5034 Price Range:-88.9\n",
" [Profit ] Count:4(80.00%) Sum:+30.2158 Avr:+7.5539 Max:+22.0454 MaxLen:4(+30.2158)\n",
" [Loss ] Count:1(20.00%) Sum:-96.2569 Avr:-96.2569 Max:-96.2569 MaxLen:1(-96.2569)\n",
" [Fee ] Trade:-0.2928 Funding:0.0\n",
" [Max risk]\n",
" Drawdown :-103.25%(-96.6816) 2021/01/04 18:41:30\n",
" Unrealised loss:-102.76%(-96.226) 2021/01/04 18:41:30\n",
"\n",
"[Fiat balance]\n",
" [Start ] 40,000.0 (Balance:62.7058 Price:637.9)\n",
" [End ] -2,785.3 (Balance:-3.0426 Price:915.45)\n",
" [Result] -42,785.3 (-106.96%)\n",
"\n",
"[Fiat execution statistics] PF:0.46\n",
" [Total ] Count:12(Size:0) PnL:-59,375 Avr:-4,948.0 Price Range:+0\n",
" [Profit ] Count:7(63.64%) Sum:+50,889 Avr:+7,270.0 Max:+26,317 MaxLen:3(+42,885)\n",
" [Loss ] Count:4(36.36%) Sum:-110,264 Avr:-27,566.0 Max:-105,038 MaxLen:2(-106,972)\n",
" [Fee ] Trade:0 Funding:0\n",
" [Max risk]\n",
" Drawdown :-102.67%(-106,972) 2021/01/04 18:41:30\n",
" Unrealised loss:-102.76%(-88,090) 2021/01/04 18:41:30\n",
"\n",
"Completed terminate process.\n",
"Backtest has been liquidated. (count:1)\n",
"Now initializing...\n",
"Completed initialize process.\n",
"[Start] time:1609027200.0 ltp:637.9 balance:62.70575325 [Fee] taker:0.075 maker:-0.025 fr:0\n",
"preset ticks period: 1609027200.0 - 1619222385.0 (448892)\n",
"[Loss cut] 2021/01/04 18:41:30 margin rate:-101.55% has reached the loss cut rate:50.00%.(liquidated price:915.45 size:568812.0)\n",
"Now terminating...\n",
"\n",
"[Result]\n",
" [Time ] 2020/12/27 09:00:00 - 2021/04/24 08:59:00\n",
" [Balance ] 62.7058 -> -6.8095 (-110.86%)\n",
" [Orders ] Total:12335 (Open:0 Executed:8 Canceled:12327)\n",
" [Position] Max Long:568,812.0 Max Short:0.0 Min Margin:109.84%\n",
"\n",
"[Execution statistics] PF:0.34\n",
" [Total ] Count:8(Size:2,739,464.0) PnL:-69.5602 Avr:-8.695 Price Range:-79.6\n",
" [Profit ] Count:2(66.67%) Sum:+36.0785 Avr:+18.0392 Max:+27.9568 MaxLen:2(+36.0785)\n",
" [Loss ] Count:1(33.33%) Sum:-105.6387 Avr:-105.6387 Max:-105.6387 MaxLen:1(-105.6387)\n",
" [Fee ] Trade:-0.045 Funding:0.0\n",
" [Max risk]\n",
" Drawdown :-106.86%(-106.1047) 2021/01/04 18:41:30\n",
" Unrealised loss:-106.35%(-105.6047) 2021/01/04 18:41:30\n",
"\n",
"[Fiat balance]\n",
" [Start ] 40,000.0 (Balance:62.7058 Price:637.9)\n",
" [End ] -6,233.8 (Balance:-6.8095 Price:915.45)\n",
" [Result] -46,233.8 (-115.58%)\n",
"\n",
"[Fiat execution statistics] PF:0.47\n",
" [Total ] Count:8(Size:0) PnL:-62,823 Avr:-7,853.0 Price Range:+0\n",
" [Profit ] Count:4(57.14%) Sum:+55,473 Avr:+13,868.0 Max:+33,945 MaxLen:2(+43,445)\n",
" [Loss ] Count:3(42.86%) Sum:-118,296 Avr:-39,432.0 Max:-115,681 MaxLen:1(-204)\n",
" [Fee ] Trade:0 Funding:0\n",
" [Max risk]\n",
" Drawdown :-105.59%(-117,695) 2021/01/04 18:41:30\n",
" Unrealised loss:-106.35%(-96,675) 2021/01/04 18:41:30\n",
"\n",
"Completed terminate process.\n",
"Backtest has been liquidated. (count:1)\n",
"Now initializing...\n",
"Completed initialize process.\n",
"[Start] time:1609027200.0 ltp:637.9 balance:62.70575325 [Fee] taker:0.075 maker:-0.025 fr:0\n",
"preset ticks period: 1609027200.0 - 1619222385.0 (448892)\n",
"[Loss cut] 2021/01/04 18:41:30 margin rate:-45.69% has reached the loss cut rate:50.00%.(liquidated price:915.45 size:478213.0)\n",
"Now terminating...\n",
"\n",
"[Result]\n",
" [Time ] 2020/12/27 09:00:00 - 2021/04/24 08:59:00\n",
" [Balance ] 62.7058 -> -2.8072 (-104.48%)\n",
" [Orders ] Total:12202 (Open:0 Executed:12 Canceled:12190)\n",
" [Position] Max Long:478,213.0 Max Short:0.0 Min Margin:166.89%\n",
"\n",
"[Execution statistics] PF:0.26\n",
" [Total ] Count:12(Size:3,359,532.0) PnL:-65.7965 Avr:-5.483 Price Range:-110.3\n",
" [Profit ] Count:4(80.00%) Sum:+23.0163 Avr:+5.7541 Max:+15.4778 MaxLen:4(+23.0163)\n",
" [Loss ] Count:1(20.00%) Sum:-88.8128 Avr:-88.8128 Max:-88.8128 MaxLen:1(-88.8128)\n",
" [Fee ] Trade:-0.2836 Funding:0.0\n",
" [Max risk]\n",
" Drawdown :-103.25%(-89.2046) 2021/01/04 18:41:30\n",
" Unrealised loss:-102.76%(-88.7843) 2021/01/04 18:41:30\n",
"\n",
"[Fiat balance]\n",
" [Start ] 40,000.0 (Balance:62.7058 Price:637.9)\n",
" [End ] -2,569.9 (Balance:-2.8072 Price:915.45)\n",
" [Result] -42,569.9 (-106.42%)\n",
"\n",
"[Fiat execution statistics] PF:0.42\n",
" [Total ] Count:12(Size:0) PnL:-59,159 Avr:-4,930.0 Price Range:+0\n",
" [Profit ] Count:7(63.64%) Sum:+42,579 Avr:+6,083.0 Max:+18,511 MaxLen:3(+35,192)\n",
" [Loss ] Count:4(36.36%) Sum:-101,738 Avr:-25,434.0 Max:-96,914 MaxLen:2(-98,699)\n",
" [Fee ] Trade:0 Funding:0\n",
" [Max risk]\n",
" Drawdown :-102.67%(-98,699) 2021/01/04 18:41:30\n",
" Unrealised loss:-102.76%(-81,277) 2021/01/04 18:41:30\n",
"\n",
"Completed terminate process.\n",
"Backtest has been liquidated. (count:1)\n",
"Now initializing...\n",
"Completed initialize process.\n",
"[Start] time:1609027200.0 ltp:637.9 balance:62.70575325 [Fee] taker:0.075 maker:-0.025 fr:0\n",
"preset ticks period: 1609027200.0 - 1619222385.0 (448892)\n",
"[Loss cut] 2021/01/04 18:41:30 margin rate:-45.69% has reached the loss cut rate:50.00%.(liquidated price:915.45 size:512045.0)\n",
"Now terminating...\n",
"\n",
"[Result]\n",
" [Time ] 2020/12/27 09:00:00 - 2021/04/24 08:59:00\n",
" [Balance ] 62.7058 -> -3.0058 (-104.79%)\n",
" [Orders ] Total:12321 (Open:0 Executed:12 Canceled:12309)\n",
" [Position] Max Long:512,045.0 Max Short:0.0 Min Margin:166.89%\n",
"\n",
"[Execution statistics] PF:0.31\n",
" [Total ] Count:12(Size:3,556,836.0) PnL:-66.0029 Avr:-5.5002 Price Range:-92.3\n",
" [Profit ] Count:4(80.00%) Sum:+29.0931 Avr:+7.2733 Max:+21.0213 MaxLen:4(+29.0931)\n",
" [Loss ] Count:1(20.00%) Sum:-95.096 Avr:-95.096 Max:-95.096 MaxLen:1(-95.096)\n",
" [Fee ] Trade:-0.2914 Funding:0.0\n",
" [Max risk]\n",
" Drawdown :-103.25%(-95.5155) 2021/01/04 18:41:30\n",
" Unrealised loss:-102.76%(-95.0655) 2021/01/04 18:41:30\n",
"\n",
"[Fiat balance]\n",
" [Start ] 40,000.0 (Balance:62.7058 Price:637.9)\n",
" [End ] -2,751.7 (Balance:-3.0058 Price:915.45)\n",
" [Result] -42,751.7 (-106.88%)\n",
"\n",
"[Fiat execution statistics] PF:0.46\n",
" [Total ] Count:12(Size:0) PnL:-59,341 Avr:-4,945.0 Price Range:+0\n",
" [Profit ] Count:7(63.64%) Sum:+49,594 Avr:+7,085.0 Max:+25,053 MaxLen:3(+41,685)\n",
" [Loss ] Count:4(36.36%) Sum:-108,935 Avr:-27,234.0 Max:-103,771 MaxLen:2(-105,682)\n",
" [Fee ] Trade:0 Funding:0\n",
" [Max risk]\n",
" Drawdown :-102.67%(-105,682) 2021/01/04 18:41:30\n",
" Unrealised loss:-102.76%(-87,027) 2021/01/04 18:41:30\n",
"\n",
"Completed terminate process.\n",
"Backtest has been liquidated. (count:1)\n",
"Now initializing...\n",
"Completed initialize process.\n",
"[Start] time:1609027200.0 ltp:637.9 balance:62.70575325 [Fee] taker:0.075 maker:-0.025 fr:0\n",
"preset ticks period: 1609027200.0 - 1619222385.0 (448892)\n",
"[Loss cut] 2021/01/04 18:41:30 margin rate:-45.69% has reached the loss cut rate:50.00%.(liquidated price:915.45 size:544647.0)\n",
"Now terminating...\n",
"\n",
"[Result]\n",
" [Time ] 2020/12/27 09:00:00 - 2021/04/24 08:59:00\n",
" [Balance ] 62.7058 -> -3.1973 (-105.10%)\n",
" [Orders ] Total:12333 (Open:0 Executed:12 Canceled:12321)\n",
" [Position] Max Long:544,647.0 Max Short:0.0 Min Margin:166.89%\n",
"\n",
"[Execution statistics] PF:0.35\n",
" [Total ] Count:12(Size:3,746,962.0) PnL:-66.2019 Avr:-5.5168 Price Range:-74.3\n",
" [Profit ] Count:4(80.00%) Sum:+34.9489 Avr:+8.7372 Max:+26.3631 MaxLen:4(+34.9489)\n",
" [Loss ] Count:1(20.00%) Sum:-101.1508 Avr:-101.1508 Max:-101.1508 MaxLen:1(-101.1508)\n",
" [Fee ] Trade:-0.2989 Funding:0.0\n",
" [Max risk]\n",
" Drawdown :-103.25%(-101.597) 2021/01/04 18:41:30\n",
" Unrealised loss:-102.76%(-101.1183) 2021/01/04 18:41:30\n",
"\n",
"[Fiat balance]\n",
" [Start ] 40,000.0 (Balance:62.7058 Price:637.9)\n",
" [End ] -2,927.0 (Balance:-3.1973 Price:915.45)\n",
" [Result] -42,927.0 (-107.32%)\n",
"\n",
"[Fiat execution statistics] PF:0.49\n",
" [Total ] Count:12(Size:0) PnL:-59,516 Avr:-4,960.0 Price Range:+0\n",
" [Profit ] Count:7(63.64%) Sum:+56,353 Avr:+8,050.0 Max:+31,960 MaxLen:3(+47,942)\n",
" [Loss ] Count:4(36.36%) Sum:-115,869 Avr:-28,967.0 Max:-110,378 MaxLen:2(-112,410)\n",
" [Fee ] Trade:0 Funding:0\n",
" [Max risk]\n",
" Drawdown :-102.67%(-112,410) 2021/01/04 18:41:30\n",
" Unrealised loss:-102.76%(-92,568) 2021/01/04 18:41:30\n",
"\n",
"Completed terminate process.\n",
"Backtest has been liquidated. (count:1)\n",
"Now initializing...\n",
"Completed initialize process.\n",
"[Start] time:1609027200.0 ltp:637.9 balance:62.70575325 [Fee] taker:0.075 maker:-0.025 fr:0\n",
"preset ticks period: 1609027200.0 - 1619222385.0 (448892)\n",
"[Loss cut] 2021/01/04 19:16:30 margin rate:-43.44% has reached the loss cut rate:50.00%.(liquidated price:887.5 size:339522.0)\n",
"Now terminating...\n",
"\n",
"[Result]\n",
" [Time ] 2020/12/27 09:00:00 - 2021/04/24 08:59:00\n",
" [Balance ] 62.7058 -> -1.9702 (-103.14%)\n",
" [Orders ] Total:12170 (Open:0 Executed:6 Canceled:12164)\n",
" [Position] Max Long:339,522.0 Max Short:0.0 Min Margin:164.11%\n",
"\n",
"[Execution statistics] PF:0.00\n",
" [Total ] Count:6(Size:679,044.0) PnL:-64.4686 Avr:-10.7448 Price Range:-179.85\n",
" [Profit ] Count:0(0.00%) Sum:+0 Avr:+0 Max:+0 MaxLen:0(+0)\n",
" [Loss ] Count:1(100.00%) Sum:-64.4686 Avr:-64.4686 Max:-64.4686 MaxLen:1(-64.4686)\n",
" [Fee ] Trade:0.2074 Funding:0.0\n",
" [Max risk]\n",
" Drawdown :-103.14%(-64.7555) 2021/01/04 19:16:30\n",
" Unrealised loss:-102.65%(-64.447) 2021/01/04 19:16:30\n",
"\n",
"[Fiat balance]\n",
" [Start ] 40,000.0 (Balance:62.7058 Price:637.9)\n",
" [End ] -1,748.6 (Balance:-1.9702 Price:887.5)\n",
" [Result] -41,748.6 (-104.37%)\n",
"\n",
"[Fiat execution statistics] PF:0.01\n",
" [Total ] Count:6(Size:0) PnL:-68,644 Avr:-11,441.0 Price Range:+0\n",
" [Profit ] Count:3(60.00%) Sum:+515 Avr:+172.0 Max:+364 MaxLen:3(+515)\n",
" [Loss ] Count:2(40.00%) Sum:-69,159 Avr:-34,580.0 Max:-68,733 MaxLen:1(-426)\n",
" [Fee ] Trade:0 Funding:0\n",
" [Max risk]\n",
" Drawdown :-102.61%(-68,733) 2021/01/04 19:16:30\n",
" Unrealised loss:-102.65%(-57,196) 2021/01/04 19:16:30\n",
"\n",
"Completed terminate process.\n",
"Backtest has been liquidated. (count:1)\n",
"Now initializing...\n",
"Completed initialize process.\n",
"[Start] time:1609027200.0 ltp:637.9 balance:62.70575325 [Fee] taker:0.075 maker:-0.025 fr:0\n",
"preset ticks period: 1609027200.0 - 1619222385.0 (448892)\n",
"[Loss cut] 2021/01/04 19:16:30 margin rate:-43.44% has reached the loss cut rate:50.00%.(liquidated price:887.5 size:339522.0)\n",
"Now terminating...\n",
"\n",
"[Result]\n",
" [Time ] 2020/12/27 09:00:00 - 2021/04/24 08:59:00\n",
" [Balance ] 62.7058 -> -1.9702 (-103.14%)\n",
" [Orders ] Total:12170 (Open:0 Executed:6 Canceled:12164)\n",
" [Position] Max Long:339,522.0 Max Short:0.0 Min Margin:164.11%\n",
"\n",
"[Execution statistics] PF:0.00\n",
" [Total ] Count:6(Size:679,044.0) PnL:-64.4686 Avr:-10.7448 Price Range:-179.85\n",
" [Profit ] Count:0(0.00%) Sum:+0 Avr:+0 Max:+0 MaxLen:0(+0)\n",
" [Loss ] Count:1(100.00%) Sum:-64.4686 Avr:-64.4686 Max:-64.4686 MaxLen:1(-64.4686)\n",
" [Fee ] Trade:0.2074 Funding:0.0\n",
" [Max risk]\n",
" Drawdown :-103.14%(-64.7555) 2021/01/04 19:16:30\n",
" Unrealised loss:-102.65%(-64.447) 2021/01/04 19:16:30\n",
"\n",
"[Fiat balance]\n",
" [Start ] 40,000.0 (Balance:62.7058 Price:637.9)\n",
" [End ] -1,748.6 (Balance:-1.9702 Price:887.5)\n",
" [Result] -41,748.6 (-104.37%)\n",
"\n",
"[Fiat execution statistics] PF:0.01\n",
" [Total ] Count:6(Size:0) PnL:-68,644 Avr:-11,441.0 Price Range:+0\n",
" [Profit ] Count:3(60.00%) Sum:+515 Avr:+172.0 Max:+364 MaxLen:3(+515)\n",
" [Loss ] Count:2(40.00%) Sum:-69,159 Avr:-34,580.0 Max:-68,733 MaxLen:1(-426)\n",
" [Fee ] Trade:0 Funding:0\n",
" [Max risk]\n",
" Drawdown :-102.61%(-68,733) 2021/01/04 19:16:30\n",
" Unrealised loss:-102.65%(-57,196) 2021/01/04 19:16:30\n",
"\n",
"Completed terminate process.\n",
"Backtest has been liquidated. (count:1)\n",
"Now initializing...\n",
"Completed initialize process.\n",
"[Start] time:1609027200.0 ltp:637.9 balance:62.70575325 [Fee] taker:0.075 maker:-0.025 fr:0\n",
"preset ticks period: 1609027200.0 - 1619222385.0 (448892)\n",
"[Loss cut] 2021/01/04 19:16:30 margin rate:-43.44% has reached the loss cut rate:50.00%.(liquidated price:887.5 size:339522.0)\n",
"Now terminating...\n",
"\n",
"[Result]\n",
" [Time ] 2020/12/27 09:00:00 - 2021/04/24 08:59:00\n",
" [Balance ] 62.7058 -> -1.9702 (-103.14%)\n",
" [Orders ] Total:12170 (Open:0 Executed:6 Canceled:12164)\n",
" [Position] Max Long:339,522.0 Max Short:0.0 Min Margin:164.11%\n",
"\n",
"[Execution statistics] PF:0.00\n",
" [Total ] Count:6(Size:679,044.0) PnL:-64.4686 Avr:-10.7448 Price Range:-179.85\n",
" [Profit ] Count:0(0.00%) Sum:+0 Avr:+0 Max:+0 MaxLen:0(+0)\n",
" [Loss ] Count:1(100.00%) Sum:-64.4686 Avr:-64.4686 Max:-64.4686 MaxLen:1(-64.4686)\n",
" [Fee ] Trade:0.2074 Funding:0.0\n",
" [Max risk]\n",
" Drawdown :-103.14%(-64.7555) 2021/01/04 19:16:30\n",
" Unrealised loss:-102.65%(-64.447) 2021/01/04 19:16:30\n",
"\n",
"[Fiat balance]\n",
" [Start ] 40,000.0 (Balance:62.7058 Price:637.9)\n",
" [End ] -1,748.6 (Balance:-1.9702 Price:887.5)\n",
" [Result] -41,748.6 (-104.37%)\n",
"\n",
"[Fiat execution statistics] PF:0.01\n",
" [Total ] Count:6(Size:0) PnL:-68,644 Avr:-11,441.0 Price Range:+0\n",
" [Profit ] Count:3(60.00%) Sum:+515 Avr:+172.0 Max:+364 MaxLen:3(+515)\n",
" [Loss ] Count:2(40.00%) Sum:-69,159 Avr:-34,580.0 Max:-68,733 MaxLen:1(-426)\n",
" [Fee ] Trade:0 Funding:0\n",
" [Max risk]\n",
" Drawdown :-102.61%(-68,733) 2021/01/04 19:16:30\n",
" Unrealised loss:-102.65%(-57,196) 2021/01/04 19:16:30\n",
"\n",
"Completed terminate process.\n",
"Backtest has been liquidated. (count:1)\n",
"Now initializing...\n",
"Completed initialize process.\n",
"[Start] time:1609027200.0 ltp:637.9 balance:62.70575325 [Fee] taker:0.075 maker:-0.025 fr:0\n",
"preset ticks period: 1609027200.0 - 1619222385.0 (448892)\n",
"[Loss cut] 2021/01/04 19:16:30 margin rate:-43.22% has reached the loss cut rate:50.00%.(liquidated price:887.5 size:392290.0)\n",
"Now terminating...\n",
"\n",
"[Result]\n",
" [Time ] 2020/12/27 09:00:00 - 2021/04/24 08:59:00\n",
" [Balance ] 62.7058 -> -2.2667 (-103.61%)\n",
" [Orders ] Total:12146 (Open:0 Executed:8 Canceled:12138)\n",
" [Position] Max Long:392,290.0 Max Short:0.0 Min Margin:164.33%\n",
"\n",
"[Execution statistics] PF:0.13\n",
" [Total ] Count:8(Size:2,177,812.0) PnL:-65.0568 Avr:-8.1321 Price Range:-148.65\n",
" [Profit ] Count:2(66.67%) Sum:+9.4314 Avr:+4.7157 Max:+5.2835 MaxLen:2(+9.4314)\n",
" [Loss ] Count:1(33.33%) Sum:-74.4882 Avr:-74.4882 Max:-74.4882 MaxLen:1(-74.4882)\n",
" [Fee ] Trade:-0.0843 Funding:0.0\n",
" [Max risk]\n",
" Drawdown :-103.12%(-74.8197) 2021/01/04 19:16:30\n",
" Unrealised loss:-102.63%(-74.4633) 2021/01/04 19:16:30\n",
"\n",
"[Fiat balance]\n",
" [Start ] 40,000.0 (Balance:62.7058 Price:637.9)\n",
" [End ] -2,011.7 (Balance:-2.2667 Price:887.5)\n",
" [Result] -42,011.7 (-105.03%)\n",
"\n",
"[Fiat execution statistics] PF:0.17\n",
" [Total ] Count:8(Size:0) PnL:-68,907 Avr:-8,613.0 Price Range:+0\n",
" [Profit ] Count:4(57.14%) Sum:+13,817 Avr:+3,454.0 Max:+7,449 MaxLen:2(+7,839)\n",
" [Loss ] Count:3(42.86%) Sum:-82,724 Avr:-27,575.0 Max:-79,417 MaxLen:1(-1,835)\n",
" [Fee ] Trade:0 Funding:0\n",
" [Max risk]\n",
" Drawdown :-102.55%(-80,881) 2021/01/04 19:16:30\n",
" Unrealised loss:-102.63%(-66,086) 2021/01/04 19:16:30\n",
"\n",
"Completed terminate process.\n",
"Backtest has been liquidated. (count:1)\n",
"Now initializing...\n",
"Completed initialize process.\n",
"[Start] time:1609027200.0 ltp:637.9 balance:62.70575325 [Fee] taker:0.075 maker:-0.025 fr:0\n",
"preset ticks period: 1609027200.0 - 1619222385.0 (448892)\n",
"[Loss cut] 2021/01/04 19:16:30 margin rate:-43.44% has reached the loss cut rate:50.00%.(liquidated price:887.5 size:339522.0)\n",
"Now terminating...\n",
"\n",
"[Result]\n",
" [Time ] 2020/12/27 09:00:00 - 2021/04/24 08:59:00\n",
" [Balance ] 62.7058 -> -1.9702 (-103.14%)\n",
" [Orders ] Total:12170 (Open:0 Executed:6 Canceled:12164)\n",
" [Position] Max Long:339,522.0 Max Short:0.0 Min Margin:164.11%\n",
"\n",
"[Execution statistics] PF:0.00\n",
" [Total ] Count:6(Size:679,044.0) PnL:-64.4686 Avr:-10.7448 Price Range:-179.85\n",
" [Profit ] Count:0(0.00%) Sum:+0 Avr:+0 Max:+0 MaxLen:0(+0)\n",
" [Loss ] Count:1(100.00%) Sum:-64.4686 Avr:-64.4686 Max:-64.4686 MaxLen:1(-64.4686)\n",
" [Fee ] Trade:0.2074 Funding:0.0\n",
" [Max risk]\n",
" Drawdown :-103.14%(-64.7555) 2021/01/04 19:16:30\n",
" Unrealised loss:-102.65%(-64.447) 2021/01/04 19:16:30\n",
"\n",
"[Fiat balance]\n",
" [Start ] 40,000.0 (Balance:62.7058 Price:637.9)\n",
" [End ] -1,748.6 (Balance:-1.9702 Price:887.5)\n",
" [Result] -41,748.6 (-104.37%)\n",
"\n",
"[Fiat execution statistics] PF:0.01\n",
" [Total ] Count:6(Size:0) PnL:-68,644 Avr:-11,441.0 Price Range:+0\n",
" [Profit ] Count:3(60.00%) Sum:+515 Avr:+172.0 Max:+364 MaxLen:3(+515)\n",
" [Loss ] Count:2(40.00%) Sum:-69,159 Avr:-34,580.0 Max:-68,733 MaxLen:1(-426)\n",
" [Fee ] Trade:0 Funding:0\n",
" [Max risk]\n",
" Drawdown :-102.61%(-68,733) 2021/01/04 19:16:30\n",
" Unrealised loss:-102.65%(-57,196) 2021/01/04 19:16:30\n",
"\n",
"Completed terminate process.\n",
"Backtest has been liquidated. (count:1)\n",
"Now initializing...\n",
"Completed initialize process.\n",
"[Start] time:1609027200.0 ltp:637.9 balance:62.70575325 [Fee] taker:0.075 maker:-0.025 fr:0\n",
"preset ticks period: 1609027200.0 - 1619222385.0 (448892)\n",
"[Loss cut] 2021/01/04 19:16:30 margin rate:-43.44% has reached the loss cut rate:50.00%.(liquidated price:887.5 size:339522.0)\n",
"Now terminating...\n",
"\n",
"[Result]\n",
" [Time ] 2020/12/27 09:00:00 - 2021/04/24 08:59:00\n",
" [Balance ] 62.7058 -> -1.9702 (-103.14%)\n",
" [Orders ] Total:12170 (Open:0 Executed:6 Canceled:12164)\n",
" [Position] Max Long:339,522.0 Max Short:0.0 Min Margin:164.11%\n",
"\n",
"[Execution statistics] PF:0.00\n",
" [Total ] Count:6(Size:679,044.0) PnL:-64.4686 Avr:-10.7448 Price Range:-179.85\n",
" [Profit ] Count:0(0.00%) Sum:+0 Avr:+0 Max:+0 MaxLen:0(+0)\n",
" [Loss ] Count:1(100.00%) Sum:-64.4686 Avr:-64.4686 Max:-64.4686 MaxLen:1(-64.4686)\n",
" [Fee ] Trade:0.2074 Funding:0.0\n",
" [Max risk]\n",
" Drawdown :-103.14%(-64.7555) 2021/01/04 19:16:30\n",
" Unrealised loss:-102.65%(-64.447) 2021/01/04 19:16:30\n",
"\n",
"[Fiat balance]\n",
" [Start ] 40,000.0 (Balance:62.7058 Price:637.9)\n",
" [End ] -1,748.6 (Balance:-1.9702 Price:887.5)\n",
" [Result] -41,748.6 (-104.37%)\n",
"\n",
"[Fiat execution statistics] PF:0.01\n",
" [Total ] Count:6(Size:0) PnL:-68,644 Avr:-11,441.0 Price Range:+0\n",
" [Profit ] Count:3(60.00%) Sum:+515 Avr:+172.0 Max:+364 MaxLen:3(+515)\n",
" [Loss ] Count:2(40.00%) Sum:-69,159 Avr:-34,580.0 Max:-68,733 MaxLen:1(-426)\n",
" [Fee ] Trade:0 Funding:0\n",
" [Max risk]\n",
" Drawdown :-102.61%(-68,733) 2021/01/04 19:16:30\n",
" Unrealised loss:-102.65%(-57,196) 2021/01/04 19:16:30\n",
"\n",
"Completed terminate process.\n",
"Backtest has been liquidated. (count:1)\n",
"Now initializing...\n",
"Completed initialize process.\n",
"[Start] time:1609027200.0 ltp:637.9 balance:62.70575325 [Fee] taker:0.075 maker:-0.025 fr:0\n",
"preset ticks period: 1609027200.0 - 1619222385.0 (448892)\n",
"[Loss cut] 2021/01/04 19:16:30 margin rate:-43.22% has reached the loss cut rate:50.00%.(liquidated price:887.5 size:398141.0)\n",
"Now terminating...\n",
"\n",
"[Result]\n",
" [Time ] 2020/12/27 09:00:00 - 2021/04/24 08:59:00\n",
" [Balance ] 62.7058 -> -2.3005 (-103.67%)\n",
" [Orders ] Total:12144 (Open:0 Executed:9 Canceled:12135)\n",
" [Position] Max Long:398,141.0 Max Short:0.0 Min Margin:164.33%\n",
"\n",
"[Execution statistics] PF:0.14\n",
" [Total ] Count:9(Size:2,903,834.0) PnL:-65.2541 Avr:-7.2505 Price Range:-146.15\n",
" [Profit ] Count:3(75.00%) Sum:+10.345 Avr:+3.4483 Max:+4.5569 MaxLen:3(+10.345)\n",
" [Loss ] Count:1(25.00%) Sum:-75.5992 Avr:-75.5992 Max:-75.5992 MaxLen:1(-75.5992)\n",
" [Fee ] Trade:-0.2479 Funding:0.0\n",
" [Max risk]\n",
" Drawdown :-103.12%(-75.9356) 2021/01/04 19:16:30\n",
" Unrealised loss:-102.63%(-75.5739) 2021/01/04 19:16:30\n",
"\n",
"[Fiat balance]\n",
" [Start ] 40,000.0 (Balance:62.7058 Price:637.9)\n",
" [End ] -2,041.7 (Balance:-2.3005 Price:887.5)\n",
" [Result] -42,041.7 (-105.10%)\n",
"\n",
"[Fiat execution statistics] PF:0.18\n",
" [Total ] Count:9(Size:0) PnL:-68,937 Avr:-7,660.0 Price Range:+0\n",
" [Profit ] Count:4(50.00%) Sum:+15,281 Avr:+3,820.0 Max:+6,702 MaxLen:1(+3,971)\n",
" [Loss ] Count:4(50.00%) Sum:-84,218 Avr:-21,054.0 Max:-80,602 MaxLen:1(-1,237)\n",
" [Fee ] Trade:0 Funding:0\n",
" [Max risk]\n",
" Drawdown :-102.55%(-82,087) 2021/01/04 19:16:30\n",
" Unrealised loss:-102.63%(-67,071) 2021/01/04 19:16:30\n",
"\n",
"Completed terminate process.\n",
"Backtest has been liquidated. (count:1)\n",
"Now initializing...\n",
"Completed initialize process.\n",
"[Start] time:1609027200.0 ltp:637.9 balance:62.70575325 [Fee] taker:0.075 maker:-0.025 fr:0\n",
"preset ticks period: 1609027200.0 - 1619222385.0 (448892)\n",
"[Loss cut] 2021/01/04 19:16:30 margin rate:-43.44% has reached the loss cut rate:50.00%.(liquidated price:887.5 size:355667.0)\n",
"Now terminating...\n",
"\n",
"[Result]\n",
" [Time ] 2020/12/27 09:00:00 - 2021/04/24 08:59:00\n",
" [Balance ] 62.7058 -> -2.0639 (-103.29%)\n",
" [Orders ] Total:12158 (Open:0 Executed:7 Canceled:12151)\n",
" [Position] Max Long:355,667.0 Max Short:0.0 Min Margin:164.11%\n",
"\n",
"[Execution statistics] PF:0.04\n",
" [Total ] Count:7(Size:1,381,030.0) PnL:-64.7085 Avr:-9.2441 Price Range:-170.15\n",
" [Profit ] Count:1(50.00%) Sum:+2.8256 Avr:+2.8256 Max:+2.8256 MaxLen:1(+2.8256)\n",
" [Loss ] Count:1(50.00%) Sum:-67.5342 Avr:-67.5342 Max:-67.5342 MaxLen:1(-67.5342)\n",
" [Fee ] Trade:0.0611 Funding:0.0\n",
" [Max risk]\n",
" Drawdown :-103.14%(-67.8348) 2021/01/04 19:16:30\n",
" Unrealised loss:-102.65%(-67.5116) 2021/01/04 19:16:30\n",
"\n",
"[Fiat balance]\n",
" [Start ] 40,000.0 (Balance:62.7058 Price:637.9)\n",
" [End ] -1,831.7 (Balance:-2.0639 Price:887.5)\n",
" [Result] -41,831.7 (-104.58%)\n",
"\n",
"[Fiat execution statistics] PF:0.06\n",
" [Total ] Count:7(Size:0) PnL:-68,727 Avr:-9,818.0 Price Range:+0\n",
" [Profit ] Count:4(66.67%) Sum:+4,511 Avr:+1,128.0 Max:+3,971 MaxLen:3(+540)\n",
" [Loss ] Count:2(33.33%) Sum:-73,238 Avr:-36,619.0 Max:-72,001 MaxLen:1(-1,237)\n",
" [Fee ] Trade:0 Funding:0\n",
" [Max risk]\n",
" Drawdown :-102.58%(-72,698) 2021/01/04 19:16:30\n",
" Unrealised loss:-102.65%(-59,916) 2021/01/04 19:16:30\n",
"\n",
"Completed terminate process.\n",
"Backtest has been liquidated. (count:1)\n",
"Now initializing...\n",
"Completed initialize process.\n",
"[Start] time:1609027200.0 ltp:637.9 balance:62.70575325 [Fee] taker:0.075 maker:-0.025 fr:0\n",
"preset ticks period: 1609027200.0 - 1619222385.0 (448892)\n",
"[Loss cut] 2021/01/04 19:16:30 margin rate:-43.44% has reached the loss cut rate:50.00%.(liquidated price:887.5 size:339522.0)\n",
"Now terminating...\n",
"\n",
"[Result]\n",
" [Time ] 2020/12/27 09:00:00 - 2021/04/24 08:59:00\n",
" [Balance ] 62.7058 -> -1.9702 (-103.14%)\n",
" [Orders ] Total:12170 (Open:0 Executed:6 Canceled:12164)\n",
" [Position] Max Long:339,522.0 Max Short:0.0 Min Margin:164.11%\n",
"\n",
"[Execution statistics] PF:0.00\n",
" [Total ] Count:6(Size:679,044.0) PnL:-64.4686 Avr:-10.7448 Price Range:-179.85\n",
" [Profit ] Count:0(0.00%) Sum:+0 Avr:+0 Max:+0 MaxLen:0(+0)\n",
" [Loss ] Count:1(100.00%) Sum:-64.4686 Avr:-64.4686 Max:-64.4686 MaxLen:1(-64.4686)\n",
" [Fee ] Trade:0.2074 Funding:0.0\n",
" [Max risk]\n",
" Drawdown :-103.14%(-64.7555) 2021/01/04 19:16:30\n",
" Unrealised loss:-102.65%(-64.447) 2021/01/04 19:16:30\n",
"\n",
"[Fiat balance]\n",
" [Start ] 40,000.0 (Balance:62.7058 Price:637.9)\n",
" [End ] -1,748.6 (Balance:-1.9702 Price:887.5)\n",
" [Result] -41,748.6 (-104.37%)\n",
"\n",
"[Fiat execution statistics] PF:0.01\n",
" [Total ] Count:6(Size:0) PnL:-68,644 Avr:-11,441.0 Price Range:+0\n",
" [Profit ] Count:3(60.00%) Sum:+515 Avr:+172.0 Max:+364 MaxLen:3(+515)\n",
" [Loss ] Count:2(40.00%) Sum:-69,159 Avr:-34,580.0 Max:-68,733 MaxLen:1(-426)\n",
" [Fee ] Trade:0 Funding:0\n",
" [Max risk]\n",
" Drawdown :-102.61%(-68,733) 2021/01/04 19:16:30\n",
" Unrealised loss:-102.65%(-57,196) 2021/01/04 19:16:30\n",
"\n",
"Completed terminate process.\n",
"Backtest has been liquidated. (count:1)\n",
"Now initializing...\n",
"Completed initialize process.\n",
"[Start] time:1609027200.0 ltp:637.9 balance:62.70575325 [Fee] taker:0.075 maker:-0.025 fr:0\n",
"preset ticks period: 1609027200.0 - 1619222385.0 (448892)\n",
"Now terminating...\n",
"\n",
"[Result]\n",
" [Time ] 2020/12/27 09:00:00 - 2021/04/24 08:59:00\n",
" [Balance ] 62.7058 -> 106.169 (+69.31%)\n",
" [Orders ] Total:169966 (Open:1 Executed:9 Canceled:169956)\n",
" [Position] Max Long:894,241.0 Max Short:0.0 Min Margin:544.44%\n",
"\n",
"[Execution statistics] PF:0.00\n",
" [Total ] Count:9(Size:4,206,356.0) PnL:+42.7292 Avr:+4.7477 Price Range:+171.3\n",
" [Profit ] Count:4(100.00%) Sum:+42.7292 Avr:+10.6823 Max:+18.5584 MaxLen:4(+42.7292)\n",
" [Loss ] Count:0(0.00%) Sum:+0 Avr:+0 Max:+0 MaxLen:0(+0)\n",
" [Fee ] Trade:-0.7341 Funding:0.0\n",
" [Max risk]\n",
" Drawdown :0.00%(+0.0) 2021/01/04 17:42:30\n",
" Unrealised loss:-68.82%(-43.2069) 2021/01/04 19:16:30\n",
"\n",
"[Fiat balance]\n",
" [Start ] 40,000.0 (Balance:62.7058 Price:637.9)\n",
" [End ] 219,976.9 (Balance:106.169 Price:2071.95)\n",
" [Result] 179,976.9 (+449.94%)\n",
"\n",
"[Fiat execution statistics] PF:85.71\n",
" [Total ] Count:9(Size:0) PnL:+156,878 Avr:+17,431.0 Price Range:+0\n",
" [Profit ] Count:7(87.50%) Sum:+158,730 Avr:+22,676.0 Max:+47,032 MaxLen:5(+152,489)\n",
" [Loss ] Count:1(12.50%) Sum:-1,852 Avr:-1,852.0 Max:-1,852 MaxLen:1(-1,852)\n",
" [Fee ] Trade:0 Funding:0\n",
" [Max risk]\n",
" Drawdown :-2.67%(-1,852) 2021/01/11 12:37:30\n",
" Unrealised loss:-68.82%(-38,346) 2021/01/04 19:16:30\n",
"\n",
"Completed terminate process.\n",
"Now initializing...\n",
"Completed initialize process.\n",
"[Start] time:1609027200.0 ltp:637.9 balance:62.70575325 [Fee] taker:0.075 maker:-0.025 fr:0\n",
"preset ticks period: 1609027200.0 - 1619222385.0 (448892)\n",
"Now terminating...\n",
"\n",
"[Result]\n",
" [Time ] 2020/12/27 09:00:00 - 2021/04/24 08:59:00\n",
" [Balance ] 62.7058 -> 133.388 (+112.72%)\n",
" [Orders ] Total:169980 (Open:1 Executed:9 Canceled:169970)\n",
" [Position] Max Long:1,044,833.0 Max Short:0.0 Min Margin:544.44%\n",
"\n",
"[Execution statistics] PF:0.00\n",
" [Total ] Count:9(Size:4,597,116.0) PnL:+69.901 Avr:+7.7668 Price Range:+258.0\n",
" [Profit ] Count:4(100.00%) Sum:+69.901 Avr:+17.4753 Max:+31.0259 MaxLen:4(+69.901)\n",
" [Loss ] Count:0(0.00%) Sum:+0 Avr:+0 Max:+0 MaxLen:0(+0)\n",
" [Fee ] Trade:-0.7812 Funding:0.0\n",
" [Max risk]\n",
" Drawdown :0.00%(+0.0) 2021/01/04 17:42:30\n",
" Unrealised loss:-68.82%(-43.2069) 2021/01/04 19:16:30\n",
"\n",
"[Fiat balance]\n",
" [Start ] 40,000.0 (Balance:62.7058 Price:637.9)\n",
" [End ] 283,336.1 (Balance:133.388 Price:2124.15)\n",
" [Result] 243,336.1 (+608.34%)\n",
"\n",
"[Fiat execution statistics] PF:119.92\n",
" [Total ] Count:9(Size:0) PnL:+220,238 Avr:+24,471.0 Price Range:+0\n",
" [Profit ] Count:7(87.50%) Sum:+222,090 Avr:+31,727.0 Max:+81,267 MaxLen:5(+215,849)\n",
" [Loss ] Count:1(12.50%) Sum:-1,852 Avr:-1,852.0 Max:-1,852 MaxLen:1(-1,852)\n",
" [Fee ] Trade:0 Funding:0\n",
" [Max risk]\n",
" Drawdown :-2.67%(-1,852) 2021/01/11 12:37:30\n",
" Unrealised loss:-68.82%(-38,346) 2021/01/04 19:16:30\n",
"\n",
"Completed terminate process.\n",
"Now initializing...\n",
"Completed initialize process.\n",
"[Start] time:1609027200.0 ltp:637.9 balance:62.70575325 [Fee] taker:0.075 maker:-0.025 fr:0\n",
"preset ticks period: 1609027200.0 - 1619222385.0 (448892)\n",
"Now terminating...\n",
"\n",
"[Result]\n",
" [Time ] 2020/12/27 09:00:00 - 2021/04/24 08:59:00\n",
" [Balance ] 62.7058 -> 171.8083 (+173.99%)\n",
" [Orders ] Total:170003 (Open:1 Executed:9 Canceled:169993)\n",
" [Position] Max Long:1,260,716.0 Max Short:0.0 Min Margin:544.44%\n",
"\n",
"[Execution statistics] PF:0.00\n",
" [Total ] Count:9(Size:5,211,702.0) PnL:+108.2418 Avr:+12.0269 Price Range:+355.5\n",
" [Profit ] Count:4(100.00%) Sum:+108.2418 Avr:+27.0604 Max:+48.2989 MaxLen:4(+108.2418)\n",
" [Loss ] Count:0(0.00%) Sum:+0 Avr:+0 Max:+0 MaxLen:0(+0)\n",
" [Fee ] Trade:-0.8608 Funding:0.0\n",
" [Max risk]\n",
" Drawdown :0.00%(+0.0) 2021/01/04 17:42:30\n",
" Unrealised loss:-68.82%(-43.2069) 2021/01/04 19:16:30\n",
"\n",
"[Fiat balance]\n",
" [Start ] 40,000.0 (Balance:62.7058 Price:637.9)\n",
" [End ] 371,458.1 (Balance:171.8083 Price:2162.05)\n",
" [Result] 331,458.1 (+828.65%)\n",
"\n",
"[Fiat execution statistics] PF:159.70\n",
" [Total ] Count:9(Size:0) PnL:+308,360 Avr:+34,262.0 Price Range:+0\n",
" [Profit ] Count:7(87.50%) Sum:+310,303 Avr:+44,329.0 Max:+127,638 MaxLen:5(+300,656)\n",
" [Loss ] Count:1(12.50%) Sum:-1,943 Avr:-1,943.0 Max:-1,943 MaxLen:1(-1,943)\n",
" [Fee ] Trade:0 Funding:0\n",
" [Max risk]\n",
" Drawdown :-2.67%(-1,943) 2021/01/11 12:37:30\n",
" Unrealised loss:-68.82%(-38,346) 2021/01/04 19:16:30\n",
"\n",
"Completed terminate process.\n",
"Now initializing...\n",
"Completed initialize process.\n",
"[Start] time:1609027200.0 ltp:637.9 balance:62.70575325 [Fee] taker:0.075 maker:-0.025 fr:0\n",
"preset ticks period: 1609027200.0 - 1619222385.0 (448892)\n",
"Now terminating...\n",
"\n",
"[Result]\n",
" [Time ] 2020/12/27 09:00:00 - 2021/04/24 08:59:00\n",
" [Balance ] 62.7058 -> 106.169 (+69.31%)\n",
" [Orders ] Total:169966 (Open:1 Executed:9 Canceled:169956)\n",
" [Position] Max Long:894,241.0 Max Short:0.0 Min Margin:544.44%\n",
"\n",
"[Execution statistics] PF:0.00\n",
" [Total ] Count:9(Size:4,206,356.0) PnL:+42.7292 Avr:+4.7477 Price Range:+171.3\n",
" [Profit ] Count:4(100.00%) Sum:+42.7292 Avr:+10.6823 Max:+18.5584 MaxLen:4(+42.7292)\n",
" [Loss ] Count:0(0.00%) Sum:+0 Avr:+0 Max:+0 MaxLen:0(+0)\n",
" [Fee ] Trade:-0.7341 Funding:0.0\n",
" [Max risk]\n",
" Drawdown :0.00%(+0.0) 2021/01/04 17:42:30\n",
" Unrealised loss:-68.82%(-43.2069) 2021/01/04 19:16:30\n",
"\n",
"[Fiat balance]\n",
" [Start ] 40,000.0 (Balance:62.7058 Price:637.9)\n",
" [End ] 219,976.9 (Balance:106.169 Price:2071.95)\n",
" [Result] 179,976.9 (+449.94%)\n",
"\n",
"[Fiat execution statistics] PF:85.71\n",
" [Total ] Count:9(Size:0) PnL:+156,878 Avr:+17,431.0 Price Range:+0\n",
" [Profit ] Count:7(87.50%) Sum:+158,730 Avr:+22,676.0 Max:+47,032 MaxLen:5(+152,489)\n",
" [Loss ] Count:1(12.50%) Sum:-1,852 Avr:-1,852.0 Max:-1,852 MaxLen:1(-1,852)\n",
" [Fee ] Trade:0 Funding:0\n",
" [Max risk]\n",
" Drawdown :-2.67%(-1,852) 2021/01/11 12:37:30\n",
" Unrealised loss:-68.82%(-38,346) 2021/01/04 19:16:30\n",
"\n",
"Completed terminate process.\n",
"Now initializing...\n",
"Completed initialize process.\n",
"[Start] time:1609027200.0 ltp:637.9 balance:62.70575325 [Fee] taker:0.075 maker:-0.025 fr:0\n",
"preset ticks period: 1609027200.0 - 1619222385.0 (448892)\n",
"Now terminating...\n",
"\n",
"[Result]\n",
" [Time ] 2020/12/27 09:00:00 - 2021/04/24 08:59:00\n",
" [Balance ] 62.7058 -> 133.388 (+112.72%)\n",
" [Orders ] Total:169980 (Open:1 Executed:9 Canceled:169970)\n",
" [Position] Max Long:1,044,833.0 Max Short:0.0 Min Margin:544.44%\n",
"\n",
"[Execution statistics] PF:0.00\n",
" [Total ] Count:9(Size:4,597,116.0) PnL:+69.901 Avr:+7.7668 Price Range:+258.0\n",
" [Profit ] Count:4(100.00%) Sum:+69.901 Avr:+17.4753 Max:+31.0259 MaxLen:4(+69.901)\n",
" [Loss ] Count:0(0.00%) Sum:+0 Avr:+0 Max:+0 MaxLen:0(+0)\n",
" [Fee ] Trade:-0.7812 Funding:0.0\n",
" [Max risk]\n",
" Drawdown :0.00%(+0.0) 2021/01/04 17:42:30\n",
" Unrealised loss:-68.82%(-43.2069) 2021/01/04 19:16:30\n",
"\n",
"[Fiat balance]\n",
" [Start ] 40,000.0 (Balance:62.7058 Price:637.9)\n",
" [End ] 283,336.1 (Balance:133.388 Price:2124.15)\n",
" [Result] 243,336.1 (+608.34%)\n",
"\n",
"[Fiat execution statistics] PF:119.92\n",
" [Total ] Count:9(Size:0) PnL:+220,238 Avr:+24,471.0 Price Range:+0\n",
" [Profit ] Count:7(87.50%) Sum:+222,090 Avr:+31,727.0 Max:+81,267 MaxLen:5(+215,849)\n",
" [Loss ] Count:1(12.50%) Sum:-1,852 Avr:-1,852.0 Max:-1,852 MaxLen:1(-1,852)\n",
" [Fee ] Trade:0 Funding:0\n",
" [Max risk]\n",
" Drawdown :-2.67%(-1,852) 2021/01/11 12:37:30\n",
" Unrealised loss:-68.82%(-38,346) 2021/01/04 19:16:30\n",
"\n",
"Completed terminate process.\n",
"Now initializing...\n",
"Completed initialize process.\n",
"[Start] time:1609027200.0 ltp:637.9 balance:62.70575325 [Fee] taker:0.075 maker:-0.025 fr:0\n",
"preset ticks period: 1609027200.0 - 1619222385.0 (448892)\n",
"Now terminating...\n",
"\n",
"[Result]\n",
" [Time ] 2020/12/27 09:00:00 - 2021/04/24 08:59:00\n",
" [Balance ] 62.7058 -> 163.764 (+161.16%)\n",
" [Orders ] Total:169999 (Open:1 Executed:9 Canceled:169989)\n",
" [Position] Max Long:1,201,688.0 Max Short:0.0 Min Margin:544.44%\n",
"\n",
"[Execution statistics] PF:0.00\n",
" [Total ] Count:9(Size:4,997,568.0) PnL:+100.2297 Avr:+11.1366 Price Range:+344.9\n",
" [Profit ] Count:4(100.00%) Sum:+100.2297 Avr:+25.0574 Max:+46.0375 MaxLen:4(+100.2297)\n",
" [Loss ] Count:0(0.00%) Sum:+0 Avr:+0 Max:+0 MaxLen:0(+0)\n",
" [Fee ] Trade:-0.8286 Funding:0.0\n",
" [Max risk]\n",
" Drawdown :0.00%(+0.0) 2021/01/04 17:42:30\n",
" Unrealised loss:-68.82%(-43.2069) 2021/01/04 19:16:30\n",
"\n",
"[Fiat balance]\n",
" [Start ] 40,000.0 (Balance:62.7058 Price:637.9)\n",
" [End ] 354,066.0 (Balance:163.764 Price:2162.05)\n",
" [Result] 314,066.0 (+785.17%)\n",
"\n",
"[Fiat execution statistics] PF:158.11\n",
" [Total ] Count:9(Size:0) PnL:+290,968 Avr:+32,330.0 Price Range:+0\n",
" [Profit ] Count:7(87.50%) Sum:+292,820 Avr:+41,831.0 Max:+121,662 MaxLen:5(+286,579)\n",
" [Loss ] Count:1(12.50%) Sum:-1,852 Avr:-1,852.0 Max:-1,852 MaxLen:1(-1,852)\n",
" [Fee ] Trade:0 Funding:0\n",
" [Max risk]\n",
" Drawdown :-2.67%(-1,852) 2021/01/11 12:37:30\n",
" Unrealised loss:-68.82%(-38,346) 2021/01/04 19:16:30\n",
"\n",
"Completed terminate process.\n",
"Now initializing...\n",
"Completed initialize process.\n",
"[Start] time:1609027200.0 ltp:637.9 balance:62.70575325 [Fee] taker:0.075 maker:-0.025 fr:0\n",
"preset ticks period: 1609027200.0 - 1619222385.0 (448892)\n",
"Now terminating...\n",
"\n",
"[Result]\n",
" [Time ] 2020/12/27 09:00:00 - 2021/04/24 08:59:00\n",
" [Balance ] 62.7058 -> 106.169 (+69.31%)\n",
" [Orders ] Total:169966 (Open:1 Executed:9 Canceled:169956)\n",
" [Position] Max Long:894,241.0 Max Short:0.0 Min Margin:544.44%\n",
"\n",
"[Execution statistics] PF:0.00\n",
" [Total ] Count:9(Size:4,206,356.0) PnL:+42.7292 Avr:+4.7477 Price Range:+171.3\n",
" [Profit ] Count:4(100.00%) Sum:+42.7292 Avr:+10.6823 Max:+18.5584 MaxLen:4(+42.7292)\n",
" [Loss ] Count:0(0.00%) Sum:+0 Avr:+0 Max:+0 MaxLen:0(+0)\n",
" [Fee ] Trade:-0.7341 Funding:0.0\n",
" [Max risk]\n",
" Drawdown :0.00%(+0.0) 2021/01/04 17:42:30\n",
" Unrealised loss:-68.82%(-43.2069) 2021/01/04 19:16:30\n",
"\n",
"[Fiat balance]\n",
" [Start ] 40,000.0 (Balance:62.7058 Price:637.9)\n",
" [End ] 219,976.9 (Balance:106.169 Price:2071.95)\n",
" [Result] 179,976.9 (+449.94%)\n",
"\n",
"[Fiat execution statistics] PF:85.71\n",
" [Total ] Count:9(Size:0) PnL:+156,878 Avr:+17,431.0 Price Range:+0\n",
" [Profit ] Count:7(87.50%) Sum:+158,730 Avr:+22,676.0 Max:+47,032 MaxLen:5(+152,489)\n",
" [Loss ] Count:1(12.50%) Sum:-1,852 Avr:-1,852.0 Max:-1,852 MaxLen:1(-1,852)\n",
" [Fee ] Trade:0 Funding:0\n",
" [Max risk]\n",
" Drawdown :-2.67%(-1,852) 2021/01/11 12:37:30\n",
" Unrealised loss:-68.82%(-38,346) 2021/01/04 19:16:30\n",
"\n",
"Completed terminate process.\n",
"Now initializing...\n",
"Completed initialize process.\n",
"[Start] time:1609027200.0 ltp:637.9 balance:62.70575325 [Fee] taker:0.075 maker:-0.025 fr:0\n",
"preset ticks period: 1609027200.0 - 1619222385.0 (448892)\n",
"Now terminating...\n",
"\n",
"[Result]\n",
" [Time ] 2020/12/27 09:00:00 - 2021/04/24 08:59:00\n",
" [Balance ] 62.7058 -> 133.388 (+112.72%)\n",
" [Orders ] Total:169980 (Open:1 Executed:9 Canceled:169970)\n",
" [Position] Max Long:1,044,833.0 Max Short:0.0 Min Margin:544.44%\n",
"\n",
"[Execution statistics] PF:0.00\n",
" [Total ] Count:9(Size:4,597,116.0) PnL:+69.901 Avr:+7.7668 Price Range:+258.0\n",
" [Profit ] Count:4(100.00%) Sum:+69.901 Avr:+17.4753 Max:+31.0259 MaxLen:4(+69.901)\n",
" [Loss ] Count:0(0.00%) Sum:+0 Avr:+0 Max:+0 MaxLen:0(+0)\n",
" [Fee ] Trade:-0.7812 Funding:0.0\n",
" [Max risk]\n",
" Drawdown :0.00%(+0.0) 2021/01/04 17:42:30\n",
" Unrealised loss:-68.82%(-43.2069) 2021/01/04 19:16:30\n",
"\n",
"[Fiat balance]\n",
" [Start ] 40,000.0 (Balance:62.7058 Price:637.9)\n",
" [End ] 283,336.1 (Balance:133.388 Price:2124.15)\n",
" [Result] 243,336.1 (+608.34%)\n",
"\n",
"[Fiat execution statistics] PF:119.92\n",
" [Total ] Count:9(Size:0) PnL:+220,238 Avr:+24,471.0 Price Range:+0\n",
" [Profit ] Count:7(87.50%) Sum:+222,090 Avr:+31,727.0 Max:+81,267 MaxLen:5(+215,849)\n",
" [Loss ] Count:1(12.50%) Sum:-1,852 Avr:-1,852.0 Max:-1,852 MaxLen:1(-1,852)\n",
" [Fee ] Trade:0 Funding:0\n",
" [Max risk]\n",
" Drawdown :-2.67%(-1,852) 2021/01/11 12:37:30\n",
" Unrealised loss:-68.82%(-38,346) 2021/01/04 19:16:30\n",
"\n",
"Completed terminate process.\n",
"Now initializing...\n",
"Completed initialize process.\n",
"[Start] time:1609027200.0 ltp:637.9 balance:62.70575325 [Fee] taker:0.075 maker:-0.025 fr:0\n",
"preset ticks period: 1609027200.0 - 1619222385.0 (448892)\n",
"Now terminating...\n",
"\n",
"[Result]\n",
" [Time ] 2020/12/27 09:00:00 - 2021/04/24 08:59:00\n",
" [Balance ] 62.7058 -> 163.764 (+161.16%)\n",
" [Orders ] Total:169999 (Open:1 Executed:9 Canceled:169989)\n",
" [Position] Max Long:1,201,688.0 Max Short:0.0 Min Margin:544.44%\n",
"\n",
"[Execution statistics] PF:0.00\n",
" [Total ] Count:9(Size:4,997,568.0) PnL:+100.2297 Avr:+11.1366 Price Range:+344.9\n",
" [Profit ] Count:4(100.00%) Sum:+100.2297 Avr:+25.0574 Max:+46.0375 MaxLen:4(+100.2297)\n",
" [Loss ] Count:0(0.00%) Sum:+0 Avr:+0 Max:+0 MaxLen:0(+0)\n",
" [Fee ] Trade:-0.8286 Funding:0.0\n",
" [Max risk]\n",
" Drawdown :0.00%(+0.0) 2021/01/04 17:42:30\n",
" Unrealised loss:-68.82%(-43.2069) 2021/01/04 19:16:30\n",
"\n",
"[Fiat balance]\n",
" [Start ] 40,000.0 (Balance:62.7058 Price:637.9)\n",
" [End ] 354,066.0 (Balance:163.764 Price:2162.05)\n",
" [Result] 314,066.0 (+785.17%)\n",
"\n",
"[Fiat execution statistics] PF:158.11\n",
" [Total ] Count:9(Size:0) PnL:+290,968 Avr:+32,330.0 Price Range:+0\n",
" [Profit ] Count:7(87.50%) Sum:+292,820 Avr:+41,831.0 Max:+121,662 MaxLen:5(+286,579)\n",
" [Loss ] Count:1(12.50%) Sum:-1,852 Avr:-1,852.0 Max:-1,852 MaxLen:1(-1,852)\n",
" [Fee ] Trade:0 Funding:0\n",
" [Max risk]\n",
" Drawdown :-2.67%(-1,852) 2021/01/11 12:37:30\n",
" Unrealised loss:-68.82%(-38,346) 2021/01/04 19:16:30\n",
"\n",
"Completed terminate process.\n",
"Now initializing...\n",
"Completed initialize process.\n",
"[Start] time:1609027200.0 ltp:637.9 balance:62.70575325 [Fee] taker:0.075 maker:-0.025 fr:0\n",
"preset ticks period: 1609027200.0 - 1619222385.0 (448892)\n",
"[Loss cut] 2021/01/04 18:41:30 margin rate:-45.69% has reached the loss cut rate:50.00%.(liquidated price:915.45 size:468462.0)\n",
"Now terminating...\n",
"\n",
"[Result]\n",
" [Time ] 2020/12/27 09:00:00 - 2021/04/24 08:59:00\n",
" [Balance ] 62.7058 -> -2.75 (-104.39%)\n",
" [Orders ] Total:12182 (Open:0 Executed:13 Canceled:12169)\n",
" [Position] Max Long:468,462.0 Max Short:0.0 Min Margin:166.89%\n",
"\n",
"[Execution statistics] PF:0.24\n",
" [Total ] Count:13(Size:3,316,616.0) PnL:-65.7399 Avr:-5.0569 Price Range:-115.9\n",
" [Profit ] Count:4(80.00%) Sum:+21.2619 Avr:+5.3155 Max:+13.8771 MaxLen:4(+21.2619)\n",
" [Loss ] Count:1(20.00%) Sum:-87.0019 Avr:-87.0019 Max:-87.0019 MaxLen:1(-87.0019)\n",
" [Fee ] Trade:-0.2842 Funding:0.0\n",
" [Max risk]\n",
" Drawdown :-103.25%(-87.3857) 2021/01/04 18:41:30\n",
" Unrealised loss:-102.76%(-86.9739) 2021/01/04 18:41:30\n",
"\n",
"[Fiat balance]\n",
" [Start ] 40,000.0 (Balance:62.7058 Price:637.9)\n",
" [End ] -2,517.5 (Balance:-2.75 Price:915.45)\n",
" [Result] -42,517.5 (-106.29%)\n",
"\n",
"[Fiat execution statistics] PF:0.40\n",
" [Total ] Count:13(Size:0) PnL:-59,713 Avr:-4,593.0 Price Range:+0\n",
" [Profit ] Count:7(58.33%) Sum:+40,175 Avr:+5,739.0 Max:+16,599 MaxLen:3(+32,939)\n",
" [Loss ] Count:5(41.67%) Sum:-99,888 Avr:-19,978.0 Max:-94,939 MaxLen:2(-96,687)\n",
" [Fee ] Trade:0 Funding:0\n",
" [Max risk]\n",
" Drawdown :-102.67%(-96,687) 2021/01/04 18:41:30\n",
" Unrealised loss:-102.76%(-79,620) 2021/01/04 18:41:30\n",
"\n",
"Completed terminate process.\n",
"Backtest has been liquidated. (count:1)\n",
"Now initializing...\n",
"Completed initialize process.\n",
"[Start] time:1609027200.0 ltp:637.9 balance:62.70575325 [Fee] taker:0.075 maker:-0.025 fr:0\n",
"preset ticks period: 1609027200.0 - 1619222385.0 (448892)\n",
"[Loss cut] 2021/01/04 18:41:30 margin rate:-101.50% has reached the loss cut rate:50.00%.(liquidated price:915.45 size:662956.0)\n",
"Now terminating...\n",
"\n",
"[Result]\n",
" [Time ] 2020/12/27 09:00:00 - 2021/04/24 08:59:00\n",
" [Balance ] 62.7058 -> -7.933 (-112.65%)\n",
" [Orders ] Total:12735 (Open:0 Executed:11 Canceled:12724)\n",
" [Position] Max Long:662,956.0 Max Short:0.0 Min Margin:109.89%\n",
"\n",
"[Execution statistics] PF:0.43\n",
" [Total ] Count:11(Size:3,161,326.0) PnL:-70.6765 Avr:-6.4251 Price Range:-9.3\n",
" [Profit ] Count:3(75.00%) Sum:+52.4464 Avr:+17.4821 Max:+47.3007 MaxLen:3(+52.4464)\n",
" [Loss ] Count:1(25.00%) Sum:-123.1229 Avr:-123.1229 Max:-123.1229 MaxLen:1(-123.1229)\n",
" [Fee ] Trade:-0.0377 Funding:0.0\n",
" [Max risk]\n",
" Drawdown :-106.85%(-123.6661) 2021/01/04 18:41:30\n",
" Unrealised loss:-106.35%(-123.0834) 2021/01/04 18:41:30\n",
"\n",
"[Fiat balance]\n",
" [Start ] 40,000.0 (Balance:62.7058 Price:637.9)\n",
" [End ] -7,262.3 (Balance:-7.933 Price:915.45)\n",
" [Result] -47,262.3 (-118.16%)\n",
"\n",
"[Fiat execution statistics] PF:0.54\n",
" [Total ] Count:11(Size:0) PnL:-64,458 Avr:-5,860.0 Price Range:+0\n",
" [Profit ] Count:6(60.00%) Sum:+74,867 Avr:+12,478.0 Max:+61,335 MaxLen:3(+72,090)\n",
" [Loss ] Count:4(40.00%) Sum:-139,325 Avr:-34,831.0 Max:-134,828 MaxLen:1(-225)\n",
" [Fee ] Trade:0 Funding:0\n",
" [Max risk]\n",
" Drawdown :-105.62%(-136,431) 2021/01/04 18:41:30\n",
" Unrealised loss:-106.35%(-112,676) 2021/01/04 18:41:30\n",
"\n",
"Completed terminate process.\n",
"Backtest has been liquidated. (count:1)\n",
"Now initializing...\n",
"Completed initialize process.\n",
"[Start] time:1609027200.0 ltp:637.9 balance:62.70575325 [Fee] taker:0.075 maker:-0.025 fr:0\n",
"preset ticks period: 1609027200.0 - 1619222385.0 (448892)\n",
"[Loss cut] 2021/01/04 18:41:30 margin rate:-101.55% has reached the loss cut rate:50.00%.(liquidated price:915.45 size:777899.0)\n",
"Now terminating...\n",
"\n",
"[Result]\n",
" [Time ] 2020/12/27 09:00:00 - 2021/04/24 08:59:00\n",
" [Balance ] 62.7058 -> -9.3126 (-114.85%)\n",
" [Orders ] Total:12789 (Open:0 Executed:9 Canceled:12780)\n",
" [Position] Max Long:777,899.0 Max Short:0.0 Min Margin:109.84%\n",
"\n",
"[Execution statistics] PF:0.50\n",
" [Total ] Count:9(Size:3,535,128.0) PnL:-72.0155 Avr:-8.0017 Price Range:+44.8\n",
" [Profit ] Count:2(66.67%) Sum:+72.4544 Avr:+36.2272 Max:+59.9784 MaxLen:2(+72.4544)\n",
" [Loss ] Count:1(33.33%) Sum:-144.4699 Avr:-144.4699 Max:-144.4699 MaxLen:1(-144.4699)\n",
" [Fee ] Trade:0.0028 Funding:0.0\n",
" [Max risk]\n",
" Drawdown :-106.86%(-145.1073) 2021/01/04 18:41:30\n",
" Unrealised loss:-106.35%(-144.4235) 2021/01/04 18:41:30\n",
"\n",
"[Fiat balance]\n",
" [Start ] 40,000.0 (Balance:62.7058 Price:637.9)\n",
" [End ] -8,525.2 (Balance:-9.3126 Price:915.45)\n",
" [Result] -48,525.2 (-121.31%)\n",
"\n",
"[Fiat execution statistics] PF:0.61\n",
" [Total ] Count:9(Size:0) PnL:-65,721 Avr:-7,302.0 Price Range:+0\n",
" [Profit ] Count:3(37.50%) Sum:+100,830 Avr:+33,610.0 Max:+82,440 MaxLen:1(+82,440)\n",
" [Loss ] Count:5(62.50%) Sum:-166,551 Avr:-33,310.0 Max:-158,204 MaxLen:2(-4,384)\n",
" [Fee ] Trade:0 Funding:0\n",
" [Max risk]\n",
" Drawdown :-105.58%(-161,400) 2021/01/04 18:41:30\n",
" Unrealised loss:-106.35%(-132,212) 2021/01/04 18:41:30\n",
"\n",
"Completed terminate process.\n",
"Backtest has been liquidated. (count:1)\n",
"Now initializing...\n",
"Completed initialize process.\n",
"[Start] time:1609027200.0 ltp:637.9 balance:62.70575325 [Fee] taker:0.075 maker:-0.025 fr:0\n",
"preset ticks period: 1609027200.0 - 1619222385.0 (448892)\n",
"[Loss cut] 2021/01/04 18:41:30 margin rate:-45.69% has reached the loss cut rate:50.00%.(liquidated price:915.45 size:468462.0)\n",
"Now terminating...\n",
"\n",
"[Result]\n",
" [Time ] 2020/12/27 09:00:00 - 2021/04/24 08:59:00\n",
" [Balance ] 62.7058 -> -2.75 (-104.39%)\n",
" [Orders ] Total:12182 (Open:0 Executed:13 Canceled:12169)\n",
" [Position] Max Long:468,462.0 Max Short:0.0 Min Margin:166.89%\n",
"\n",
"[Execution statistics] PF:0.24\n",
" [Total ] Count:13(Size:3,316,616.0) PnL:-65.7399 Avr:-5.0569 Price Range:-115.9\n",
" [Profit ] Count:4(80.00%) Sum:+21.2619 Avr:+5.3155 Max:+13.8771 MaxLen:4(+21.2619)\n",
" [Loss ] Count:1(20.00%) Sum:-87.0019 Avr:-87.0019 Max:-87.0019 MaxLen:1(-87.0019)\n",
" [Fee ] Trade:-0.2842 Funding:0.0\n",
" [Max risk]\n",
" Drawdown :-103.25%(-87.3857) 2021/01/04 18:41:30\n",
" Unrealised loss:-102.76%(-86.9739) 2021/01/04 18:41:30\n",
"\n",
"[Fiat balance]\n",
" [Start ] 40,000.0 (Balance:62.7058 Price:637.9)\n",
" [End ] -2,517.5 (Balance:-2.75 Price:915.45)\n",
" [Result] -42,517.5 (-106.29%)\n",
"\n",
"[Fiat execution statistics] PF:0.40\n",
" [Total ] Count:13(Size:0) PnL:-59,713 Avr:-4,593.0 Price Range:+0\n",
" [Profit ] Count:7(58.33%) Sum:+40,175 Avr:+5,739.0 Max:+16,599 MaxLen:3(+32,939)\n",
" [Loss ] Count:5(41.67%) Sum:-99,888 Avr:-19,978.0 Max:-94,939 MaxLen:2(-96,687)\n",
" [Fee ] Trade:0 Funding:0\n",
" [Max risk]\n",
" Drawdown :-102.67%(-96,687) 2021/01/04 18:41:30\n",
" Unrealised loss:-102.76%(-79,620) 2021/01/04 18:41:30\n",
"\n",
"Completed terminate process.\n",
"Backtest has been liquidated. (count:1)\n",
"Now initializing...\n",
"Completed initialize process.\n",
"[Start] time:1609027200.0 ltp:637.9 balance:62.70575325 [Fee] taker:0.075 maker:-0.025 fr:0\n",
"preset ticks period: 1609027200.0 - 1619222385.0 (448892)\n",
"[Loss cut] 2021/01/04 18:41:30 margin rate:-45.69% has reached the loss cut rate:50.00%.(liquidated price:915.45 size:509524.0)\n",
"Now terminating...\n",
"\n",
"[Result]\n",
" [Time ] 2020/12/27 09:00:00 - 2021/04/24 08:59:00\n",
" [Balance ] 62.7058 -> -2.991 (-104.77%)\n",
" [Orders ] Total:12302 (Open:0 Executed:13 Canceled:12289)\n",
" [Position] Max Long:509,524.0 Max Short:0.0 Min Margin:166.89%\n",
"\n",
"[Execution statistics] PF:0.30\n",
" [Total ] Count:13(Size:3,556,082.0) PnL:-65.9904 Avr:-5.0762 Price Range:-94.5\n",
" [Profit ] Count:4(80.00%) Sum:+28.6374 Avr:+7.1594 Max:+20.6053 MaxLen:4(+28.6374)\n",
" [Loss ] Count:1(20.00%) Sum:-94.6278 Avr:-94.6278 Max:-94.6278 MaxLen:1(-94.6278)\n",
" [Fee ] Trade:-0.2936 Funding:0.0\n",
" [Max risk]\n",
" Drawdown :-103.25%(-95.0453) 2021/01/04 18:41:30\n",
" Unrealised loss:-102.76%(-94.5974) 2021/01/04 18:41:30\n",
"\n",
"[Fiat balance]\n",
" [Start ] 40,000.0 (Balance:62.7058 Price:637.9)\n",
" [End ] -2,738.1 (Balance:-2.991 Price:915.45)\n",
" [Result] -42,738.1 (-106.85%)\n",
"\n",
"[Fiat execution statistics] PF:0.45\n",
" [Total ] Count:13(Size:0) PnL:-59,934 Avr:-4,610.0 Price Range:+0\n",
" [Profit ] Count:7(58.33%) Sum:+48,689 Avr:+6,956.0 Max:+24,533 MaxLen:3(+40,820)\n",
" [Loss ] Count:5(41.67%) Sum:-108,623 Avr:-21,725.0 Max:-103,261 MaxLen:2(-105,162)\n",
" [Fee ] Trade:0 Funding:0\n",
" [Max risk]\n",
" Drawdown :-102.67%(-105,162) 2021/01/04 18:41:30\n",
" Unrealised loss:-102.76%(-86,599) 2021/01/04 18:41:30\n",
"\n",
"Completed terminate process.\n",
"Backtest has been liquidated. (count:1)\n",
"Now initializing...\n",
"Completed initialize process.\n",
"[Start] time:1609027200.0 ltp:637.9 balance:62.70575325 [Fee] taker:0.075 maker:-0.025 fr:0\n",
"preset ticks period: 1609027200.0 - 1619222385.0 (448892)\n",
"[Loss cut] 2021/01/04 18:41:30 margin rate:-101.55% has reached the loss cut rate:50.00%.(liquidated price:915.45 size:560717.0)\n",
"Now terminating...\n",
"\n",
"[Result]\n",
" [Time ] 2020/12/27 09:00:00 - 2021/04/24 08:59:00\n",
" [Balance ] 62.7058 -> -6.7126 (-110.70%)\n",
" [Orders ] Total:12315 (Open:0 Executed:9 Canceled:12306)\n",
" [Position] Max Long:560,717.0 Max Short:0.0 Min Margin:109.84%\n",
"\n",
"[Execution statistics] PF:0.33\n",
" [Total ] Count:9(Size:2,722,550.0) PnL:-69.468 Avr:-7.7187 Price Range:-85.2\n",
" [Profit ] Count:2(66.67%) Sum:+34.6673 Avr:+17.3337 Max:+26.6612 MaxLen:2(+34.6673)\n",
" [Loss ] Count:1(33.33%) Sum:-104.1353 Avr:-104.1353 Max:-104.1353 MaxLen:1(-104.1353)\n",
" [Fee ] Trade:-0.0497 Funding:0.0\n",
" [Max risk]\n",
" Drawdown :-106.86%(-104.5947) 2021/01/04 18:41:30\n",
" Unrealised loss:-106.35%(-104.1018) 2021/01/04 18:41:30\n",
"\n",
"[Fiat balance]\n",
" [Start ] 40,000.0 (Balance:62.7058 Price:637.9)\n",
" [End ] -6,145.0 (Balance:-6.7126 Price:915.45)\n",
" [Result] -46,145.0 (-115.36%)\n",
"\n",
"[Fiat execution statistics] PF:0.46\n",
" [Total ] Count:9(Size:0) PnL:-63,341 Avr:-7,038.0 Price Range:+0\n",
" [Profit ] Count:4(50.00%) Sum:+53,496 Avr:+13,374.0 Max:+32,276 MaxLen:2(+41,640)\n",
" [Loss ] Count:4(50.00%) Sum:-116,837 Avr:-29,209.0 Max:-114,035 MaxLen:1(-225)\n",
" [Fee ] Trade:0 Funding:0\n",
" [Max risk]\n",
" Drawdown :-105.59%(-116,021) 2021/01/04 18:41:30\n",
" Unrealised loss:-106.35%(-95,300) 2021/01/04 18:41:30\n",
"\n",
"Completed terminate process.\n",
"Backtest has been liquidated. (count:1)\n",
"Now initializing...\n",
"Completed initialize process.\n",
"[Start] time:1609027200.0 ltp:637.9 balance:62.70575325 [Fee] taker:0.075 maker:-0.025 fr:0\n",
"preset ticks period: 1609027200.0 - 1619222385.0 (448892)\n",
"[Loss cut] 2021/01/04 18:41:30 margin rate:-45.69% has reached the loss cut rate:50.00%.(liquidated price:915.45 size:468462.0)\n",
"Now terminating...\n",
"\n",
"[Result]\n",
" [Time ] 2020/12/27 09:00:00 - 2021/04/24 08:59:00\n",
" [Balance ] 62.7058 -> -2.75 (-104.39%)\n",
" [Orders ] Total:12182 (Open:0 Executed:13 Canceled:12169)\n",
" [Position] Max Long:468,462.0 Max Short:0.0 Min Margin:166.89%\n",
"\n",
"[Execution statistics] PF:0.24\n",
" [Total ] Count:13(Size:3,316,616.0) PnL:-65.7399 Avr:-5.0569 Price Range:-115.9\n",
" [Profit ] Count:4(80.00%) Sum:+21.2619 Avr:+5.3155 Max:+13.8771 MaxLen:4(+21.2619)\n",
" [Loss ] Count:1(20.00%) Sum:-87.0019 Avr:-87.0019 Max:-87.0019 MaxLen:1(-87.0019)\n",
" [Fee ] Trade:-0.2842 Funding:0.0\n",
" [Max risk]\n",
" Drawdown :-103.25%(-87.3857) 2021/01/04 18:41:30\n",
" Unrealised loss:-102.76%(-86.9739) 2021/01/04 18:41:30\n",
"\n",
"[Fiat balance]\n",
" [Start ] 40,000.0 (Balance:62.7058 Price:637.9)\n",
" [End ] -2,517.5 (Balance:-2.75 Price:915.45)\n",
" [Result] -42,517.5 (-106.29%)\n",
"\n",
"[Fiat execution statistics] PF:0.40\n",
" [Total ] Count:13(Size:0) PnL:-59,713 Avr:-4,593.0 Price Range:+0\n",
" [Profit ] Count:7(58.33%) Sum:+40,175 Avr:+5,739.0 Max:+16,599 MaxLen:3(+32,939)\n",
" [Loss ] Count:5(41.67%) Sum:-99,888 Avr:-19,978.0 Max:-94,939 MaxLen:2(-96,687)\n",
" [Fee ] Trade:0 Funding:0\n",
" [Max risk]\n",
" Drawdown :-102.67%(-96,687) 2021/01/04 18:41:30\n",
" Unrealised loss:-102.76%(-79,620) 2021/01/04 18:41:30\n",
"\n",
"Completed terminate process.\n",
"Backtest has been liquidated. (count:1)\n",
"Now initializing...\n",
"Completed initialize process.\n",
"[Start] time:1609027200.0 ltp:637.9 balance:62.70575325 [Fee] taker:0.075 maker:-0.025 fr:0\n",
"preset ticks period: 1609027200.0 - 1619222385.0 (448892)\n",
"[Loss cut] 2021/01/04 18:41:30 margin rate:-45.69% has reached the loss cut rate:50.00%.(liquidated price:915.45 size:503121.0)\n",
"Now terminating...\n",
"\n",
"[Result]\n",
" [Time ] 2020/12/27 09:00:00 - 2021/04/24 08:59:00\n",
" [Balance ] 62.7058 -> -2.9534 (-104.71%)\n",
" [Orders ] Total:12301 (Open:0 Executed:13 Canceled:12288)\n",
" [Position] Max Long:503,121.0 Max Short:0.0 Min Margin:166.89%\n",
"\n",
"[Execution statistics] PF:0.29\n",
" [Total ] Count:13(Size:3,518,742.0) PnL:-65.9514 Avr:-5.0732 Price Range:-97.9\n",
" [Profit ] Count:4(80.00%) Sum:+27.4873 Avr:+6.8718 Max:+19.5562 MaxLen:4(+27.4873)\n",
" [Loss ] Count:1(20.00%) Sum:-93.4387 Avr:-93.4387 Max:-93.4387 MaxLen:1(-93.4387)\n",
" [Fee ] Trade:-0.2922 Funding:0.0\n",
" [Max risk]\n",
" Drawdown :-103.25%(-93.8509) 2021/01/04 18:41:30\n",
" Unrealised loss:-102.76%(-93.4087) 2021/01/04 18:41:30\n",
"\n",
"[Fiat balance]\n",
" [Start ] 40,000.0 (Balance:62.7058 Price:637.9)\n",
" [End ] -2,703.7 (Balance:-2.9534 Price:915.45)\n",
" [Result] -42,703.7 (-106.76%)\n",
"\n",
"[Fiat execution statistics] PF:0.44\n",
" [Total ] Count:13(Size:0) PnL:-59,899 Avr:-4,608.0 Price Range:+0\n",
" [Profit ] Count:7(58.33%) Sum:+47,361 Avr:+6,766.0 Max:+23,249 MaxLen:3(+39,591)\n",
" [Loss ] Count:5(41.67%) Sum:-107,260 Avr:-21,452.0 Max:-101,963 MaxLen:2(-103,840)\n",
" [Fee ] Trade:0 Funding:0\n",
" [Max risk]\n",
" Drawdown :-102.67%(-103,840) 2021/01/04 18:41:30\n",
" Unrealised loss:-102.76%(-85,510) 2021/01/04 18:41:30\n",
"\n",
"Completed terminate process.\n",
"Backtest has been liquidated. (count:1)\n",
"Now initializing...\n",
"Completed initialize process.\n",
"[Start] time:1609027200.0 ltp:637.9 balance:62.70575325 [Fee] taker:0.075 maker:-0.025 fr:0\n",
"preset ticks period: 1609027200.0 - 1619222385.0 (448892)\n",
"[Loss cut] 2021/01/04 18:41:30 margin rate:-45.69% has reached the loss cut rate:50.00%.(liquidated price:915.45 size:536520.0)\n",
"Now terminating...\n",
"\n",
"[Result]\n",
" [Time ] 2020/12/27 09:00:00 - 2021/04/24 08:59:00\n",
" [Balance ] 62.7058 -> -3.1496 (-105.02%)\n",
" [Orders ] Total:12313 (Open:0 Executed:13 Canceled:12300)\n",
" [Position] Max Long:536,520.0 Max Short:0.0 Min Margin:166.89%\n",
"\n",
"[Execution statistics] PF:0.34\n",
" [Total ] Count:13(Size:3,713,516.0) PnL:-66.1552 Avr:-5.0889 Price Range:-79.9\n",
" [Profit ] Count:4(80.00%) Sum:+33.4862 Avr:+8.3716 Max:+25.0286 MaxLen:4(+33.4862)\n",
" [Loss ] Count:1(20.00%) Sum:-99.6415 Avr:-99.6415 Max:-99.6415 MaxLen:1(-99.6415)\n",
" [Fee ] Trade:-0.2999 Funding:0.0\n",
" [Max risk]\n",
" Drawdown :-103.25%(-100.0811) 2021/01/04 18:41:30\n",
" Unrealised loss:-102.76%(-99.6095) 2021/01/04 18:41:30\n",
"\n",
"[Fiat balance]\n",
" [Start ] 40,000.0 (Balance:62.7058 Price:637.9)\n",
" [End ] -2,883.3 (Balance:-3.1496 Price:915.45)\n",
" [Result] -42,883.3 (-107.21%)\n",
"\n",
"[Fiat execution statistics] PF:0.47\n",
" [Total ] Count:13(Size:0) PnL:-60,079 Avr:-4,621.0 Price Range:+0\n",
" [Profit ] Count:7(58.33%) Sum:+54,287 Avr:+7,755.0 Max:+30,258 MaxLen:3(+46,001)\n",
" [Loss ] Count:5(41.67%) Sum:-114,366 Avr:-22,873.0 Max:-108,732 MaxLen:2(-110,733)\n",
" [Fee ] Trade:0 Funding:0\n",
" [Max risk]\n",
" Drawdown :-102.67%(-110,733) 2021/01/04 18:41:30\n",
" Unrealised loss:-102.76%(-91,187) 2021/01/04 18:41:30\n",
"\n",
"Completed terminate process.\n",
"Backtest has been liquidated. (count:1)\n",
"Now initializing...\n",
"Completed initialize process.\n",
"[Start] time:1609027200.0 ltp:637.9 balance:62.70575325 [Fee] taker:0.075 maker:-0.025 fr:0\n",
"preset ticks period: 1609027200.0 - 1619222385.0 (448892)\n",
"[Loss cut] 2021/01/04 19:16:30 margin rate:-43.44% has reached the loss cut rate:50.00%.(liquidated price:887.5 size:339522.0)\n",
"Now terminating...\n",
"\n",
"[Result]\n",
" [Time ] 2020/12/27 09:00:00 - 2021/04/24 08:59:00\n",
" [Balance ] 62.7058 -> -1.9702 (-103.14%)\n",
" [Orders ] Total:12170 (Open:0 Executed:6 Canceled:12164)\n",
" [Position] Max Long:339,522.0 Max Short:0.0 Min Margin:164.11%\n",
"\n",
"[Execution statistics] PF:0.00\n",
" [Total ] Count:6(Size:679,044.0) PnL:-64.4686 Avr:-10.7448 Price Range:-179.85\n",
" [Profit ] Count:0(0.00%) Sum:+0 Avr:+0 Max:+0 MaxLen:0(+0)\n",
" [Loss ] Count:1(100.00%) Sum:-64.4686 Avr:-64.4686 Max:-64.4686 MaxLen:1(-64.4686)\n",
" [Fee ] Trade:0.2074 Funding:0.0\n",
" [Max risk]\n",
" Drawdown :-103.14%(-64.7555) 2021/01/04 19:16:30\n",
" Unrealised loss:-102.65%(-64.447) 2021/01/04 19:16:30\n",
"\n",
"[Fiat balance]\n",
" [Start ] 40,000.0 (Balance:62.7058 Price:637.9)\n",
" [End ] -1,748.6 (Balance:-1.9702 Price:887.5)\n",
" [Result] -41,748.6 (-104.37%)\n",
"\n",
"[Fiat execution statistics] PF:0.01\n",
" [Total ] Count:6(Size:0) PnL:-68,644 Avr:-11,441.0 Price Range:+0\n",
" [Profit ] Count:3(60.00%) Sum:+515 Avr:+172.0 Max:+364 MaxLen:3(+515)\n",
" [Loss ] Count:2(40.00%) Sum:-69,159 Avr:-34,580.0 Max:-68,733 MaxLen:1(-426)\n",
" [Fee ] Trade:0 Funding:0\n",
" [Max risk]\n",
" Drawdown :-102.61%(-68,733) 2021/01/04 19:16:30\n",
" Unrealised loss:-102.65%(-57,196) 2021/01/04 19:16:30\n",
"\n",
"Completed terminate process.\n",
"Backtest has been liquidated. (count:1)\n",
"Now initializing...\n",
"Completed initialize process.\n",
"[Start] time:1609027200.0 ltp:637.9 balance:62.70575325 [Fee] taker:0.075 maker:-0.025 fr:0\n",
"preset ticks period: 1609027200.0 - 1619222385.0 (448892)\n",
"[Loss cut] 2021/01/04 19:16:30 margin rate:-43.44% has reached the loss cut rate:50.00%.(liquidated price:887.5 size:339522.0)\n",
"Now terminating...\n",
"\n",
"[Result]\n",
" [Time ] 2020/12/27 09:00:00 - 2021/04/24 08:59:00\n",
" [Balance ] 62.7058 -> -1.9702 (-103.14%)\n",
" [Orders ] Total:12170 (Open:0 Executed:6 Canceled:12164)\n",
" [Position] Max Long:339,522.0 Max Short:0.0 Min Margin:164.11%\n",
"\n",
"[Execution statistics] PF:0.00\n",
" [Total ] Count:6(Size:679,044.0) PnL:-64.4686 Avr:-10.7448 Price Range:-179.85\n",
" [Profit ] Count:0(0.00%) Sum:+0 Avr:+0 Max:+0 MaxLen:0(+0)\n",
" [Loss ] Count:1(100.00%) Sum:-64.4686 Avr:-64.4686 Max:-64.4686 MaxLen:1(-64.4686)\n",
" [Fee ] Trade:0.2074 Funding:0.0\n",
" [Max risk]\n",
" Drawdown :-103.14%(-64.7555) 2021/01/04 19:16:30\n",
" Unrealised loss:-102.65%(-64.447) 2021/01/04 19:16:30\n",
"\n",
"[Fiat balance]\n",
" [Start ] 40,000.0 (Balance:62.7058 Price:637.9)\n",
" [End ] -1,748.6 (Balance:-1.9702 Price:887.5)\n",
" [Result] -41,748.6 (-104.37%)\n",
"\n",
"[Fiat execution statistics] PF:0.01\n",
" [Total ] Count:6(Size:0) PnL:-68,644 Avr:-11,441.0 Price Range:+0\n",
" [Profit ] Count:3(60.00%) Sum:+515 Avr:+172.0 Max:+364 MaxLen:3(+515)\n",
" [Loss ] Count:2(40.00%) Sum:-69,159 Avr:-34,580.0 Max:-68,733 MaxLen:1(-426)\n",
" [Fee ] Trade:0 Funding:0\n",
" [Max risk]\n",
" Drawdown :-102.61%(-68,733) 2021/01/04 19:16:30\n",
" Unrealised loss:-102.65%(-57,196) 2021/01/04 19:16:30\n",
"\n",
"Completed terminate process.\n",
"Backtest has been liquidated. (count:1)\n",
"Now initializing...\n",
"Completed initialize process.\n",
"[Start] time:1609027200.0 ltp:637.9 balance:62.70575325 [Fee] taker:0.075 maker:-0.025 fr:0\n",
"preset ticks period: 1609027200.0 - 1619222385.0 (448892)\n",
"[Loss cut] 2021/01/04 19:16:30 margin rate:-43.44% has reached the loss cut rate:50.00%.(liquidated price:887.5 size:339522.0)\n",
"Now terminating...\n",
"\n",
"[Result]\n",
" [Time ] 2020/12/27 09:00:00 - 2021/04/24 08:59:00\n",
" [Balance ] 62.7058 -> -1.9702 (-103.14%)\n",
" [Orders ] Total:12170 (Open:0 Executed:6 Canceled:12164)\n",
" [Position] Max Long:339,522.0 Max Short:0.0 Min Margin:164.11%\n",
"\n",
"[Execution statistics] PF:0.00\n",
" [Total ] Count:6(Size:679,044.0) PnL:-64.4686 Avr:-10.7448 Price Range:-179.85\n",
" [Profit ] Count:0(0.00%) Sum:+0 Avr:+0 Max:+0 MaxLen:0(+0)\n",
" [Loss ] Count:1(100.00%) Sum:-64.4686 Avr:-64.4686 Max:-64.4686 MaxLen:1(-64.4686)\n",
" [Fee ] Trade:0.2074 Funding:0.0\n",
" [Max risk]\n",
" Drawdown :-103.14%(-64.7555) 2021/01/04 19:16:30\n",
" Unrealised loss:-102.65%(-64.447) 2021/01/04 19:16:30\n",
"\n",
"[Fiat balance]\n",
" [Start ] 40,000.0 (Balance:62.7058 Price:637.9)\n",
" [End ] -1,748.6 (Balance:-1.9702 Price:887.5)\n",
" [Result] -41,748.6 (-104.37%)\n",
"\n",
"[Fiat execution statistics] PF:0.01\n",
" [Total ] Count:6(Size:0) PnL:-68,644 Avr:-11,441.0 Price Range:+0\n",
" [Profit ] Count:3(60.00%) Sum:+515 Avr:+172.0 Max:+364 MaxLen:3(+515)\n",
" [Loss ] Count:2(40.00%) Sum:-69,159 Avr:-34,580.0 Max:-68,733 MaxLen:1(-426)\n",
" [Fee ] Trade:0 Funding:0\n",
" [Max risk]\n",
" Drawdown :-102.61%(-68,733) 2021/01/04 19:16:30\n",
" Unrealised loss:-102.65%(-57,196) 2021/01/04 19:16:30\n",
"\n",
"Completed terminate process.\n",
"Backtest has been liquidated. (count:1)\n",
"Now initializing...\n",
"Completed initialize process.\n",
"[Start] time:1609027200.0 ltp:637.9 balance:62.70575325 [Fee] taker:0.075 maker:-0.025 fr:0\n",
"preset ticks period: 1609027200.0 - 1619222385.0 (448892)\n",
"[Loss cut] 2021/01/04 19:16:30 margin rate:-43.22% has reached the loss cut rate:50.00%.(liquidated price:887.5 size:392290.0)\n",
"Now terminating...\n",
"\n",
"[Result]\n",
" [Time ] 2020/12/27 09:00:00 - 2021/04/24 08:59:00\n",
" [Balance ] 62.7058 -> -2.2667 (-103.61%)\n",
" [Orders ] Total:12146 (Open:0 Executed:8 Canceled:12138)\n",
" [Position] Max Long:392,290.0 Max Short:0.0 Min Margin:164.33%\n",
"\n",
"[Execution statistics] PF:0.13\n",
" [Total ] Count:8(Size:2,177,812.0) PnL:-65.0568 Avr:-8.1321 Price Range:-148.65\n",
" [Profit ] Count:2(66.67%) Sum:+9.4314 Avr:+4.7157 Max:+5.2835 MaxLen:2(+9.4314)\n",
" [Loss ] Count:1(33.33%) Sum:-74.4882 Avr:-74.4882 Max:-74.4882 MaxLen:1(-74.4882)\n",
" [Fee ] Trade:-0.0843 Funding:0.0\n",
" [Max risk]\n",
" Drawdown :-103.12%(-74.8197) 2021/01/04 19:16:30\n",
" Unrealised loss:-102.63%(-74.4633) 2021/01/04 19:16:30\n",
"\n",
"[Fiat balance]\n",
" [Start ] 40,000.0 (Balance:62.7058 Price:637.9)\n",
" [End ] -2,011.7 (Balance:-2.2667 Price:887.5)\n",
" [Result] -42,011.7 (-105.03%)\n",
"\n",
"[Fiat execution statistics] PF:0.17\n",
" [Total ] Count:8(Size:0) PnL:-68,907 Avr:-8,613.0 Price Range:+0\n",
" [Profit ] Count:4(57.14%) Sum:+13,817 Avr:+3,454.0 Max:+7,449 MaxLen:2(+7,839)\n",
" [Loss ] Count:3(42.86%) Sum:-82,724 Avr:-27,575.0 Max:-79,417 MaxLen:1(-1,835)\n",
" [Fee ] Trade:0 Funding:0\n",
" [Max risk]\n",
" Drawdown :-102.55%(-80,881) 2021/01/04 19:16:30\n",
" Unrealised loss:-102.63%(-66,086) 2021/01/04 19:16:30\n",
"\n",
"Completed terminate process.\n",
"Backtest has been liquidated. (count:1)\n",
"Now initializing...\n",
"Completed initialize process.\n",
"[Start] time:1609027200.0 ltp:637.9 balance:62.70575325 [Fee] taker:0.075 maker:-0.025 fr:0\n",
"preset ticks period: 1609027200.0 - 1619222385.0 (448892)\n",
"[Loss cut] 2021/01/04 19:16:30 margin rate:-43.44% has reached the loss cut rate:50.00%.(liquidated price:887.5 size:339522.0)\n",
"Now terminating...\n",
"\n",
"[Result]\n",
" [Time ] 2020/12/27 09:00:00 - 2021/04/24 08:59:00\n",
" [Balance ] 62.7058 -> -1.9702 (-103.14%)\n",
" [Orders ] Total:12170 (Open:0 Executed:6 Canceled:12164)\n",
" [Position] Max Long:339,522.0 Max Short:0.0 Min Margin:164.11%\n",
"\n",
"[Execution statistics] PF:0.00\n",
" [Total ] Count:6(Size:679,044.0) PnL:-64.4686 Avr:-10.7448 Price Range:-179.85\n",
" [Profit ] Count:0(0.00%) Sum:+0 Avr:+0 Max:+0 MaxLen:0(+0)\n",
" [Loss ] Count:1(100.00%) Sum:-64.4686 Avr:-64.4686 Max:-64.4686 MaxLen:1(-64.4686)\n",
" [Fee ] Trade:0.2074 Funding:0.0\n",
" [Max risk]\n",
" Drawdown :-103.14%(-64.7555) 2021/01/04 19:16:30\n",
" Unrealised loss:-102.65%(-64.447) 2021/01/04 19:16:30\n",
"\n",
"[Fiat balance]\n",
" [Start ] 40,000.0 (Balance:62.7058 Price:637.9)\n",
" [End ] -1,748.6 (Balance:-1.9702 Price:887.5)\n",
" [Result] -41,748.6 (-104.37%)\n",
"\n",
"[Fiat execution statistics] PF:0.01\n",
" [Total ] Count:6(Size:0) PnL:-68,644 Avr:-11,441.0 Price Range:+0\n",
" [Profit ] Count:3(60.00%) Sum:+515 Avr:+172.0 Max:+364 MaxLen:3(+515)\n",
" [Loss ] Count:2(40.00%) Sum:-69,159 Avr:-34,580.0 Max:-68,733 MaxLen:1(-426)\n",
" [Fee ] Trade:0 Funding:0\n",
" [Max risk]\n",
" Drawdown :-102.61%(-68,733) 2021/01/04 19:16:30\n",
" Unrealised loss:-102.65%(-57,196) 2021/01/04 19:16:30\n",
"\n",
"Completed terminate process.\n",
"Backtest has been liquidated. (count:1)\n",
"Now initializing...\n",
"Completed initialize process.\n",
"[Start] time:1609027200.0 ltp:637.9 balance:62.70575325 [Fee] taker:0.075 maker:-0.025 fr:0\n",
"preset ticks period: 1609027200.0 - 1619222385.0 (448892)\n",
"[Loss cut] 2021/01/04 19:16:30 margin rate:-43.44% has reached the loss cut rate:50.00%.(liquidated price:887.5 size:339522.0)\n",
"Now terminating...\n",
"\n",
"[Result]\n",
" [Time ] 2020/12/27 09:00:00 - 2021/04/24 08:59:00\n",
" [Balance ] 62.7058 -> -1.9702 (-103.14%)\n",
" [Orders ] Total:12170 (Open:0 Executed:6 Canceled:12164)\n",
" [Position] Max Long:339,522.0 Max Short:0.0 Min Margin:164.11%\n",
"\n",
"[Execution statistics] PF:0.00\n",
" [Total ] Count:6(Size:679,044.0) PnL:-64.4686 Avr:-10.7448 Price Range:-179.85\n",
" [Profit ] Count:0(0.00%) Sum:+0 Avr:+0 Max:+0 MaxLen:0(+0)\n",
" [Loss ] Count:1(100.00%) Sum:-64.4686 Avr:-64.4686 Max:-64.4686 MaxLen:1(-64.4686)\n",
" [Fee ] Trade:0.2074 Funding:0.0\n",
" [Max risk]\n",
" Drawdown :-103.14%(-64.7555) 2021/01/04 19:16:30\n",
" Unrealised loss:-102.65%(-64.447) 2021/01/04 19:16:30\n",
"\n",
"[Fiat balance]\n",
" [Start ] 40,000.0 (Balance:62.7058 Price:637.9)\n",
" [End ] -1,748.6 (Balance:-1.9702 Price:887.5)\n",
" [Result] -41,748.6 (-104.37%)\n",
"\n",
"[Fiat execution statistics] PF:0.01\n",
" [Total ] Count:6(Size:0) PnL:-68,644 Avr:-11,441.0 Price Range:+0\n",
" [Profit ] Count:3(60.00%) Sum:+515 Avr:+172.0 Max:+364 MaxLen:3(+515)\n",
" [Loss ] Count:2(40.00%) Sum:-69,159 Avr:-34,580.0 Max:-68,733 MaxLen:1(-426)\n",
" [Fee ] Trade:0 Funding:0\n",
" [Max risk]\n",
" Drawdown :-102.61%(-68,733) 2021/01/04 19:16:30\n",
" Unrealised loss:-102.65%(-57,196) 2021/01/04 19:16:30\n",
"\n",
"Completed terminate process.\n",
"Backtest has been liquidated. (count:1)\n",
"Now initializing...\n",
"Completed initialize process.\n",
"[Start] time:1609027200.0 ltp:637.9 balance:62.70575325 [Fee] taker:0.075 maker:-0.025 fr:0\n",
"preset ticks period: 1609027200.0 - 1619222385.0 (448892)\n",
"[Loss cut] 2021/01/04 19:16:30 margin rate:-43.22% has reached the loss cut rate:50.00%.(liquidated price:887.5 size:398141.0)\n",
"Now terminating...\n",
"\n",
"[Result]\n",
" [Time ] 2020/12/27 09:00:00 - 2021/04/24 08:59:00\n",
" [Balance ] 62.7058 -> -2.3005 (-103.67%)\n",
" [Orders ] Total:12144 (Open:0 Executed:9 Canceled:12135)\n",
" [Position] Max Long:398,141.0 Max Short:0.0 Min Margin:164.33%\n",
"\n",
"[Execution statistics] PF:0.14\n",
" [Total ] Count:9(Size:2,903,834.0) PnL:-65.2541 Avr:-7.2505 Price Range:-146.15\n",
" [Profit ] Count:3(75.00%) Sum:+10.345 Avr:+3.4483 Max:+4.5569 MaxLen:3(+10.345)\n",
" [Loss ] Count:1(25.00%) Sum:-75.5992 Avr:-75.5992 Max:-75.5992 MaxLen:1(-75.5992)\n",
" [Fee ] Trade:-0.2479 Funding:0.0\n",
" [Max risk]\n",
" Drawdown :-103.12%(-75.9356) 2021/01/04 19:16:30\n",
" Unrealised loss:-102.63%(-75.5739) 2021/01/04 19:16:30\n",
"\n",
"[Fiat balance]\n",
" [Start ] 40,000.0 (Balance:62.7058 Price:637.9)\n",
" [End ] -2,041.7 (Balance:-2.3005 Price:887.5)\n",
" [Result] -42,041.7 (-105.10%)\n",
"\n",
"[Fiat execution statistics] PF:0.18\n",
" [Total ] Count:9(Size:0) PnL:-68,937 Avr:-7,660.0 Price Range:+0\n",
" [Profit ] Count:4(50.00%) Sum:+15,281 Avr:+3,820.0 Max:+6,702 MaxLen:1(+3,971)\n",
" [Loss ] Count:4(50.00%) Sum:-84,218 Avr:-21,054.0 Max:-80,602 MaxLen:1(-1,237)\n",
" [Fee ] Trade:0 Funding:0\n",
" [Max risk]\n",
" Drawdown :-102.55%(-82,087) 2021/01/04 19:16:30\n",
" Unrealised loss:-102.63%(-67,071) 2021/01/04 19:16:30\n",
"\n",
"Completed terminate process.\n",
"Backtest has been liquidated. (count:1)\n",
"Now initializing...\n",
"Completed initialize process.\n",
"[Start] time:1609027200.0 ltp:637.9 balance:62.70575325 [Fee] taker:0.075 maker:-0.025 fr:0\n",
"preset ticks period: 1609027200.0 - 1619222385.0 (448892)\n",
"[Loss cut] 2021/01/04 19:16:30 margin rate:-43.44% has reached the loss cut rate:50.00%.(liquidated price:887.5 size:355667.0)\n",
"Now terminating...\n",
"\n",
"[Result]\n",
" [Time ] 2020/12/27 09:00:00 - 2021/04/24 08:59:00\n",
" [Balance ] 62.7058 -> -2.0639 (-103.29%)\n",
" [Orders ] Total:12158 (Open:0 Executed:7 Canceled:12151)\n",
" [Position] Max Long:355,667.0 Max Short:0.0 Min Margin:164.11%\n",
"\n",
"[Execution statistics] PF:0.04\n",
" [Total ] Count:7(Size:1,381,030.0) PnL:-64.7085 Avr:-9.2441 Price Range:-170.15\n",
" [Profit ] Count:1(50.00%) Sum:+2.8256 Avr:+2.8256 Max:+2.8256 MaxLen:1(+2.8256)\n",
" [Loss ] Count:1(50.00%) Sum:-67.5342 Avr:-67.5342 Max:-67.5342 MaxLen:1(-67.5342)\n",
" [Fee ] Trade:0.0611 Funding:0.0\n",
" [Max risk]\n",
" Drawdown :-103.14%(-67.8348) 2021/01/04 19:16:30\n",
" Unrealised loss:-102.65%(-67.5116) 2021/01/04 19:16:30\n",
"\n",
"[Fiat balance]\n",
" [Start ] 40,000.0 (Balance:62.7058 Price:637.9)\n",
" [End ] -1,831.7 (Balance:-2.0639 Price:887.5)\n",
" [Result] -41,831.7 (-104.58%)\n",
"\n",
"[Fiat execution statistics] PF:0.06\n",
" [Total ] Count:7(Size:0) PnL:-68,727 Avr:-9,818.0 Price Range:+0\n",
" [Profit ] Count:4(66.67%) Sum:+4,511 Avr:+1,128.0 Max:+3,971 MaxLen:3(+540)\n",
" [Loss ] Count:2(33.33%) Sum:-73,238 Avr:-36,619.0 Max:-72,001 MaxLen:1(-1,237)\n",
" [Fee ] Trade:0 Funding:0\n",
" [Max risk]\n",
" Drawdown :-102.58%(-72,698) 2021/01/04 19:16:30\n",
" Unrealised loss:-102.65%(-59,916) 2021/01/04 19:16:30\n",
"\n",
"Completed terminate process.\n",
"Backtest has been liquidated. (count:1)\n",
"Now initializing...\n",
"Completed initialize process.\n",
"[Start] time:1609027200.0 ltp:637.9 balance:62.70575325 [Fee] taker:0.075 maker:-0.025 fr:0\n",
"preset ticks period: 1609027200.0 - 1619222385.0 (448892)\n",
"[Loss cut] 2021/01/04 19:16:30 margin rate:-43.44% has reached the loss cut rate:50.00%.(liquidated price:887.5 size:339522.0)\n",
"Now terminating...\n",
"\n",
"[Result]\n",
" [Time ] 2020/12/27 09:00:00 - 2021/04/24 08:59:00\n",
" [Balance ] 62.7058 -> -1.9702 (-103.14%)\n",
" [Orders ] Total:12170 (Open:0 Executed:6 Canceled:12164)\n",
" [Position] Max Long:339,522.0 Max Short:0.0 Min Margin:164.11%\n",
"\n",
"[Execution statistics] PF:0.00\n",
" [Total ] Count:6(Size:679,044.0) PnL:-64.4686 Avr:-10.7448 Price Range:-179.85\n",
" [Profit ] Count:0(0.00%) Sum:+0 Avr:+0 Max:+0 MaxLen:0(+0)\n",
" [Loss ] Count:1(100.00%) Sum:-64.4686 Avr:-64.4686 Max:-64.4686 MaxLen:1(-64.4686)\n",
" [Fee ] Trade:0.2074 Funding:0.0\n",
" [Max risk]\n",
" Drawdown :-103.14%(-64.7555) 2021/01/04 19:16:30\n",
" Unrealised loss:-102.65%(-64.447) 2021/01/04 19:16:30\n",
"\n",
"[Fiat balance]\n",
" [Start ] 40,000.0 (Balance:62.7058 Price:637.9)\n",
" [End ] -1,748.6 (Balance:-1.9702 Price:887.5)\n",
" [Result] -41,748.6 (-104.37%)\n",
"\n",
"[Fiat execution statistics] PF:0.01\n",
" [Total ] Count:6(Size:0) PnL:-68,644 Avr:-11,441.0 Price Range:+0\n",
" [Profit ] Count:3(60.00%) Sum:+515 Avr:+172.0 Max:+364 MaxLen:3(+515)\n",
" [Loss ] Count:2(40.00%) Sum:-69,159 Avr:-34,580.0 Max:-68,733 MaxLen:1(-426)\n",
" [Fee ] Trade:0 Funding:0\n",
" [Max risk]\n",
" Drawdown :-102.61%(-68,733) 2021/01/04 19:16:30\n",
" Unrealised loss:-102.65%(-57,196) 2021/01/04 19:16:30\n",
"\n",
"Completed terminate process.\n",
"Backtest has been liquidated. (count:1)\n",
"Now initializing...\n",
"Completed initialize process.\n",
"[Start] time:1609027200.0 ltp:637.9 balance:62.70575325 [Fee] taker:0.075 maker:-0.025 fr:0\n",
"preset ticks period: 1609027200.0 - 1619222385.0 (448892)\n",
"Now terminating...\n",
"\n",
"[Result]\n",
" [Time ] 2020/12/27 09:00:00 - 2021/04/24 08:59:00\n",
" [Balance ] 62.7058 -> 203.5551 (+224.62%)\n",
" [Orders ] Total:170072 (Open:1 Executed:22 Canceled:170049)\n",
" [Position] Max Long:1,714,506.0 Max Short:0.0 Min Margin:403.99%\n",
"\n",
"[Execution statistics] PF:0.00\n",
" [Total ] Count:22(Size:11,504,812.0) PnL:+138.8065 Avr:+6.3094 Price Range:+339.6\n",
" [Profit ] Count:8(100.00%) Sum:+138.8065 Avr:+17.3508 Max:+35.5816 MaxLen:8(+138.8065)\n",
" [Loss ] Count:0(0.00%) Sum:+0 Avr:+0 Max:+0 MaxLen:0(+0)\n",
" [Fee ] Trade:-2.0429 Funding:0.0\n",
" [Max risk]\n",
" Drawdown :0.00%(+0.0) 2021/01/04 17:40:30\n",
" Unrealised loss:-76.27%(-47.8844) 2021/01/04 19:16:30\n",
"\n",
"[Fiat balance]\n",
" [Start ] 40,000.0 (Balance:62.7058 Price:637.9)\n",
" [End ] 421,756.0 (Balance:203.5551 Price:2071.95)\n",
" [Result] 381,756.0 (+954.39%)\n",
"\n",
"[Fiat execution statistics] PF:7.45\n",
" [Total ] Count:22(Size:0) PnL:+357,967 Avr:+16,271.0 Price Range:+0\n",
" [Profit ] Count:15(71.43%) Sum:+413,440 Avr:+27,563.0 Max:+90,174 MaxLen:5(+118,680)\n",
" [Loss ] Count:6(28.57%) Sum:-55,473 Avr:-9,246.0 Max:-39,981 MaxLen:2(-12,846)\n",
" [Fee ] Trade:0 Funding:0\n",
" [Max risk]\n",
" Drawdown :-15.75%(-39,981) 2021/02/23 18:09:30\n",
" Unrealised loss:-76.27%(-42,497) 2021/01/04 19:16:30\n",
"\n",
"Completed terminate process.\n",
"Now initializing...\n",
"Completed initialize process.\n",
"[Start] time:1609027200.0 ltp:637.9 balance:62.70575325 [Fee] taker:0.075 maker:-0.025 fr:0\n",
"preset ticks period: 1609027200.0 - 1619222385.0 (448892)\n",
"Now terminating...\n",
"\n",
"[Result]\n",
" [Time ] 2020/12/27 09:00:00 - 2021/04/24 08:59:00\n",
" [Balance ] 62.7058 -> 337.3468 (+437.98%)\n",
" [Orders ] Total:170120 (Open:1 Executed:22 Canceled:170097)\n",
" [Position] Max Long:2,642,451.0 Max Short:0.0 Min Margin:403.99%\n",
"\n",
"[Execution statistics] PF:0.00\n",
" [Total ] Count:22(Size:15,346,564.0) PnL:+272.0318 Avr:+12.3651 Price Range:+511.7\n",
" [Profit ] Count:8(100.00%) Sum:+272.0318 Avr:+34.004 Max:+78.4665 MaxLen:8(+272.0318)\n",
" [Loss ] Count:0(0.00%) Sum:+0 Avr:+0 Max:+0 MaxLen:0(+0)\n",
" [Fee ] Trade:-2.6092 Funding:0.0\n",
" [Max risk]\n",
" Drawdown :0.00%(+0.0) 2021/01/04 17:40:30\n",
" Unrealised loss:-76.27%(-47.8844) 2021/01/04 19:16:30\n",
"\n",
"[Fiat balance]\n",
" [Start ] 40,000.0 (Balance:62.7058 Price:637.9)\n",
" [End ] 716,575.2 (Balance:337.3468 Price:2124.15)\n",
" [Result] 676,575.2 (+1,691.44%)\n",
"\n",
"[Fiat execution statistics] PF:9.17\n",
" [Total ] Count:22(Size:0) PnL:+652,786 Avr:+29,672.0 Price Range:+0\n",
" [Profit ] Count:15(71.43%) Sum:+732,675 Avr:+48,845.0 Max:+205,530 MaxLen:5(+168,474)\n",
" [Loss ] Count:6(28.57%) Sum:-79,889 Avr:-13,315.0 Max:-60,124 MaxLen:2(-16,149)\n",
" [Fee ] Trade:0 Funding:0\n",
" [Max risk]\n",
" Drawdown :-16.87%(-16,149) 2021/01/12 01:38:30\n",
" Unrealised loss:-76.27%(-42,497) 2021/01/04 19:16:30\n",
"\n",
"Completed terminate process.\n",
"Now initializing...\n",
"Completed initialize process.\n",
"[Start] time:1609027200.0 ltp:637.9 balance:62.70575325 [Fee] taker:0.075 maker:-0.025 fr:0\n",
"preset ticks period: 1609027200.0 - 1619222385.0 (448892)\n",
"Now terminating...\n",
"\n",
"[Result]\n",
" [Time ] 2020/12/27 09:00:00 - 2021/04/24 08:59:00\n",
" [Balance ] 62.7058 -> 542.425 (+765.03%)\n",
" [Orders ] Total:170191 (Open:1 Executed:22 Canceled:170168)\n",
" [Position] Max Long:3,980,274.0 Max Short:0.0 Min Margin:403.99%\n",
"\n",
"[Execution statistics] PF:0.00\n",
" [Total ] Count:22(Size:20,616,044.0) PnL:+476.3481 Avr:+21.6522 Price Range:+689.3\n",
" [Profit ] Count:8(100.00%) Sum:+476.3481 Avr:+59.5435 Max:+152.4871 MaxLen:8(+476.3481)\n",
" [Loss ] Count:0(0.00%) Sum:+0 Avr:+0 Max:+0 MaxLen:0(+0)\n",
" [Fee ] Trade:-3.3712 Funding:0.0\n",
" [Max risk]\n",
" Drawdown :0.00%(+0.0) 2021/01/04 17:40:30\n",
" Unrealised loss:-76.27%(-47.8844) 2021/01/04 19:16:30\n",
"\n",
"[Fiat balance]\n",
" [Start ] 40,000.0 (Balance:62.7058 Price:637.9)\n",
" [End ] 1,172,750.0 (Balance:542.425 Price:2162.05)\n",
" [Result] 1,132,750.0 (+2,831.88%)\n",
"\n",
"[Fiat execution statistics] PF:10.19\n",
" [Total ] Count:22(Size:0) PnL:+1,108,960 Avr:+50,407.0 Price Range:+0\n",
" [Profit ] Count:15(71.43%) Sum:+1,229,682 Avr:+81,979.0 Max:+402,972 MaxLen:5(+233,164)\n",
" [Loss ] Count:6(28.57%) Sum:-120,722 Avr:-20,120.0 Max:-94,872 MaxLen:2(-20,371)\n",
" [Fee ] Trade:0 Funding:0\n",
" [Max risk]\n",
" Drawdown :-18.21%(-94,872) 2021/02/23 18:09:30\n",
" Unrealised loss:-76.27%(-42,497) 2021/01/04 19:16:30\n",
"\n",
"Completed terminate process.\n",
"Now initializing...\n",
"Completed initialize process.\n",
"[Start] time:1609027200.0 ltp:637.9 balance:62.70575325 [Fee] taker:0.075 maker:-0.025 fr:0\n",
"preset ticks period: 1609027200.0 - 1619222385.0 (448892)\n",
"Now terminating...\n",
"\n",
"[Result]\n",
" [Time ] 2020/12/27 09:00:00 - 2021/04/24 08:59:00\n",
" [Balance ] 62.7058 -> 203.5551 (+224.62%)\n",
" [Orders ] Total:170072 (Open:1 Executed:22 Canceled:170049)\n",
" [Position] Max Long:1,714,506.0 Max Short:0.0 Min Margin:403.99%\n",
"\n",
"[Execution statistics] PF:0.00\n",
" [Total ] Count:22(Size:11,504,812.0) PnL:+138.8065 Avr:+6.3094 Price Range:+339.6\n",
" [Profit ] Count:8(100.00%) Sum:+138.8065 Avr:+17.3508 Max:+35.5816 MaxLen:8(+138.8065)\n",
" [Loss ] Count:0(0.00%) Sum:+0 Avr:+0 Max:+0 MaxLen:0(+0)\n",
" [Fee ] Trade:-2.0429 Funding:0.0\n",
" [Max risk]\n",
" Drawdown :0.00%(+0.0) 2021/01/04 17:40:30\n",
" Unrealised loss:-76.27%(-47.8844) 2021/01/04 19:16:30\n",
"\n",
"[Fiat balance]\n",
" [Start ] 40,000.0 (Balance:62.7058 Price:637.9)\n",
" [End ] 421,756.0 (Balance:203.5551 Price:2071.95)\n",
" [Result] 381,756.0 (+954.39%)\n",
"\n",
"[Fiat execution statistics] PF:7.45\n",
" [Total ] Count:22(Size:0) PnL:+357,967 Avr:+16,271.0 Price Range:+0\n",
" [Profit ] Count:15(71.43%) Sum:+413,440 Avr:+27,563.0 Max:+90,174 MaxLen:5(+118,680)\n",
" [Loss ] Count:6(28.57%) Sum:-55,473 Avr:-9,246.0 Max:-39,981 MaxLen:2(-12,846)\n",
" [Fee ] Trade:0 Funding:0\n",
" [Max risk]\n",
" Drawdown :-15.75%(-39,981) 2021/02/23 18:09:30\n",
" Unrealised loss:-76.27%(-42,497) 2021/01/04 19:16:30\n",
"\n",
"Completed terminate process.\n",
"Now initializing...\n",
"Completed initialize process.\n",
"[Start] time:1609027200.0 ltp:637.9 balance:62.70575325 [Fee] taker:0.075 maker:-0.025 fr:0\n",
"preset ticks period: 1609027200.0 - 1619222385.0 (448892)\n",
"Now terminating...\n",
"\n",
"[Result]\n",
" [Time ] 2020/12/27 09:00:00 - 2021/04/24 08:59:00\n",
" [Balance ] 62.7058 -> 337.3468 (+437.98%)\n",
" [Orders ] Total:170120 (Open:1 Executed:22 Canceled:170097)\n",
" [Position] Max Long:2,642,451.0 Max Short:0.0 Min Margin:403.99%\n",
"\n",
"[Execution statistics] PF:0.00\n",
" [Total ] Count:22(Size:15,346,564.0) PnL:+272.0318 Avr:+12.3651 Price Range:+511.7\n",
" [Profit ] Count:8(100.00%) Sum:+272.0318 Avr:+34.004 Max:+78.4665 MaxLen:8(+272.0318)\n",
" [Loss ] Count:0(0.00%) Sum:+0 Avr:+0 Max:+0 MaxLen:0(+0)\n",
" [Fee ] Trade:-2.6092 Funding:0.0\n",
" [Max risk]\n",
" Drawdown :0.00%(+0.0) 2021/01/04 17:40:30\n",
" Unrealised loss:-76.27%(-47.8844) 2021/01/04 19:16:30\n",
"\n",
"[Fiat balance]\n",
" [Start ] 40,000.0 (Balance:62.7058 Price:637.9)\n",
" [End ] 716,575.2 (Balance:337.3468 Price:2124.15)\n",
" [Result] 676,575.2 (+1,691.44%)\n",
"\n",
"[Fiat execution statistics] PF:9.17\n",
" [Total ] Count:22(Size:0) PnL:+652,786 Avr:+29,672.0 Price Range:+0\n",
" [Profit ] Count:15(71.43%) Sum:+732,675 Avr:+48,845.0 Max:+205,530 MaxLen:5(+168,474)\n",
" [Loss ] Count:6(28.57%) Sum:-79,889 Avr:-13,315.0 Max:-60,124 MaxLen:2(-16,149)\n",
" [Fee ] Trade:0 Funding:0\n",
" [Max risk]\n",
" Drawdown :-16.87%(-16,149) 2021/01/12 01:38:30\n",
" Unrealised loss:-76.27%(-42,497) 2021/01/04 19:16:30\n",
"\n",
"Completed terminate process.\n",
"Now initializing...\n",
"Completed initialize process.\n",
"[Start] time:1609027200.0 ltp:637.9 balance:62.70575325 [Fee] taker:0.075 maker:-0.025 fr:0\n",
"preset ticks period: 1609027200.0 - 1619222385.0 (448892)\n",
"Now terminating...\n",
"\n",
"[Result]\n",
" [Time ] 2020/12/27 09:00:00 - 2021/04/24 08:59:00\n",
" [Balance ] 62.7058 -> 542.425 (+765.03%)\n",
" [Orders ] Total:170191 (Open:1 Executed:22 Canceled:170168)\n",
" [Position] Max Long:3,980,274.0 Max Short:0.0 Min Margin:403.99%\n",
"\n",
"[Execution statistics] PF:0.00\n",
" [Total ] Count:22(Size:20,616,044.0) PnL:+476.3481 Avr:+21.6522 Price Range:+689.3\n",
" [Profit ] Count:8(100.00%) Sum:+476.3481 Avr:+59.5435 Max:+152.4871 MaxLen:8(+476.3481)\n",
" [Loss ] Count:0(0.00%) Sum:+0 Avr:+0 Max:+0 MaxLen:0(+0)\n",
" [Fee ] Trade:-3.3712 Funding:0.0\n",
" [Max risk]\n",
" Drawdown :0.00%(+0.0) 2021/01/04 17:40:30\n",
" Unrealised loss:-76.27%(-47.8844) 2021/01/04 19:16:30\n",
"\n",
"[Fiat balance]\n",
" [Start ] 40,000.0 (Balance:62.7058 Price:637.9)\n",
" [End ] 1,172,750.0 (Balance:542.425 Price:2162.05)\n",
" [Result] 1,132,750.0 (+2,831.88%)\n",
"\n",
"[Fiat execution statistics] PF:10.19\n",
" [Total ] Count:22(Size:0) PnL:+1,108,960 Avr:+50,407.0 Price Range:+0\n",
" [Profit ] Count:15(71.43%) Sum:+1,229,682 Avr:+81,979.0 Max:+402,972 MaxLen:5(+233,164)\n",
" [Loss ] Count:6(28.57%) Sum:-120,722 Avr:-20,120.0 Max:-94,872 MaxLen:2(-20,371)\n",
" [Fee ] Trade:0 Funding:0\n",
" [Max risk]\n",
" Drawdown :-18.21%(-94,872) 2021/02/23 18:09:30\n",
" Unrealised loss:-76.27%(-42,497) 2021/01/04 19:16:30\n",
"\n",
"Completed terminate process.\n",
"Now initializing...\n",
"Completed initialize process.\n",
"[Start] time:1609027200.0 ltp:637.9 balance:62.70575325 [Fee] taker:0.075 maker:-0.025 fr:0\n",
"preset ticks period: 1609027200.0 - 1619222385.0 (448892)\n",
"Now terminating...\n",
"\n",
"[Result]\n",
" [Time ] 2020/12/27 09:00:00 - 2021/04/24 08:59:00\n",
" [Balance ] 62.7058 -> 203.5551 (+224.62%)\n",
" [Orders ] Total:170072 (Open:1 Executed:22 Canceled:170049)\n",
" [Position] Max Long:1,714,506.0 Max Short:0.0 Min Margin:403.99%\n",
"\n",
"[Execution statistics] PF:0.00\n",
" [Total ] Count:22(Size:11,504,812.0) PnL:+138.8065 Avr:+6.3094 Price Range:+339.6\n",
" [Profit ] Count:8(100.00%) Sum:+138.8065 Avr:+17.3508 Max:+35.5816 MaxLen:8(+138.8065)\n",
" [Loss ] Count:0(0.00%) Sum:+0 Avr:+0 Max:+0 MaxLen:0(+0)\n",
" [Fee ] Trade:-2.0429 Funding:0.0\n",
" [Max risk]\n",
" Drawdown :0.00%(+0.0) 2021/01/04 17:40:30\n",
" Unrealised loss:-76.27%(-47.8844) 2021/01/04 19:16:30\n",
"\n",
"[Fiat balance]\n",
" [Start ] 40,000.0 (Balance:62.7058 Price:637.9)\n",
" [End ] 421,756.0 (Balance:203.5551 Price:2071.95)\n",
" [Result] 381,756.0 (+954.39%)\n",
"\n",
"[Fiat execution statistics] PF:7.45\n",
" [Total ] Count:22(Size:0) PnL:+357,967 Avr:+16,271.0 Price Range:+0\n",
" [Profit ] Count:15(71.43%) Sum:+413,440 Avr:+27,563.0 Max:+90,174 MaxLen:5(+118,680)\n",
" [Loss ] Count:6(28.57%) Sum:-55,473 Avr:-9,246.0 Max:-39,981 MaxLen:2(-12,846)\n",
" [Fee ] Trade:0 Funding:0\n",
" [Max risk]\n",
" Drawdown :-15.75%(-39,981) 2021/02/23 18:09:30\n",
" Unrealised loss:-76.27%(-42,497) 2021/01/04 19:16:30\n",
"\n",
"Completed terminate process.\n",
"Now initializing...\n",
"Completed initialize process.\n",
"[Start] time:1609027200.0 ltp:637.9 balance:62.70575325 [Fee] taker:0.075 maker:-0.025 fr:0\n",
"preset ticks period: 1609027200.0 - 1619222385.0 (448892)\n",
"Now terminating...\n",
"\n",
"[Result]\n",
" [Time ] 2020/12/27 09:00:00 - 2021/04/24 08:59:00\n",
" [Balance ] 62.7058 -> 337.3468 (+437.98%)\n",
" [Orders ] Total:170120 (Open:1 Executed:22 Canceled:170097)\n",
" [Position] Max Long:2,642,451.0 Max Short:0.0 Min Margin:403.99%\n",
"\n",
"[Execution statistics] PF:0.00\n",
" [Total ] Count:22(Size:15,346,564.0) PnL:+272.0318 Avr:+12.3651 Price Range:+511.7\n",
" [Profit ] Count:8(100.00%) Sum:+272.0318 Avr:+34.004 Max:+78.4665 MaxLen:8(+272.0318)\n",
" [Loss ] Count:0(0.00%) Sum:+0 Avr:+0 Max:+0 MaxLen:0(+0)\n",
" [Fee ] Trade:-2.6092 Funding:0.0\n",
" [Max risk]\n",
" Drawdown :0.00%(+0.0) 2021/01/04 17:40:30\n",
" Unrealised loss:-76.27%(-47.8844) 2021/01/04 19:16:30\n",
"\n",
"[Fiat balance]\n",
" [Start ] 40,000.0 (Balance:62.7058 Price:637.9)\n",
" [End ] 716,575.2 (Balance:337.3468 Price:2124.15)\n",
" [Result] 676,575.2 (+1,691.44%)\n",
"\n",
"[Fiat execution statistics] PF:9.17\n",
" [Total ] Count:22(Size:0) PnL:+652,786 Avr:+29,672.0 Price Range:+0\n",
" [Profit ] Count:15(71.43%) Sum:+732,675 Avr:+48,845.0 Max:+205,530 MaxLen:5(+168,474)\n",
" [Loss ] Count:6(28.57%) Sum:-79,889 Avr:-13,315.0 Max:-60,124 MaxLen:2(-16,149)\n",
" [Fee ] Trade:0 Funding:0\n",
" [Max risk]\n",
" Drawdown :-16.87%(-16,149) 2021/01/12 01:38:30\n",
" Unrealised loss:-76.27%(-42,497) 2021/01/04 19:16:30\n",
"\n",
"Completed terminate process.\n",
"Now initializing...\n",
"Completed initialize process.\n",
"[Start] time:1609027200.0 ltp:637.9 balance:62.70575325 [Fee] taker:0.075 maker:-0.025 fr:0\n",
"preset ticks period: 1609027200.0 - 1619222385.0 (448892)\n",
"Now terminating...\n",
"\n",
"[Result]\n",
" [Time ] 2020/12/27 09:00:00 - 2021/04/24 08:59:00\n",
" [Balance ] 62.7058 -> 542.425 (+765.03%)\n",
" [Orders ] Total:170191 (Open:1 Executed:22 Canceled:170168)\n",
" [Position] Max Long:3,980,274.0 Max Short:0.0 Min Margin:403.99%\n",
"\n",
"[Execution statistics] PF:0.00\n",
" [Total ] Count:22(Size:20,616,044.0) PnL:+476.3481 Avr:+21.6522 Price Range:+689.3\n",
" [Profit ] Count:8(100.00%) Sum:+476.3481 Avr:+59.5435 Max:+152.4871 MaxLen:8(+476.3481)\n",
" [Loss ] Count:0(0.00%) Sum:+0 Avr:+0 Max:+0 MaxLen:0(+0)\n",
" [Fee ] Trade:-3.3712 Funding:0.0\n",
" [Max risk]\n",
" Drawdown :0.00%(+0.0) 2021/01/04 17:40:30\n",
" Unrealised loss:-76.27%(-47.8844) 2021/01/04 19:16:30\n",
"\n",
"[Fiat balance]\n",
" [Start ] 40,000.0 (Balance:62.7058 Price:637.9)\n",
" [End ] 1,172,750.0 (Balance:542.425 Price:2162.05)\n",
" [Result] 1,132,750.0 (+2,831.88%)\n",
"\n",
"[Fiat execution statistics] PF:10.19\n",
" [Total ] Count:22(Size:0) PnL:+1,108,960 Avr:+50,407.0 Price Range:+0\n",
" [Profit ] Count:15(71.43%) Sum:+1,229,682 Avr:+81,979.0 Max:+402,972 MaxLen:5(+233,164)\n",
" [Loss ] Count:6(28.57%) Sum:-120,722 Avr:-20,120.0 Max:-94,872 MaxLen:2(-20,371)\n",
" [Fee ] Trade:0 Funding:0\n",
" [Max risk]\n",
" Drawdown :-18.21%(-94,872) 2021/02/23 18:09:30\n",
" Unrealised loss:-76.27%(-42,497) 2021/01/04 19:16:30\n",
"\n",
"Completed terminate process.\n",
"Now initializing...\n",
"Completed initialize process.\n",
"[Start] time:1609027200.0 ltp:637.9 balance:62.70575325 [Fee] taker:0.075 maker:-0.025 fr:0\n",
"preset ticks period: 1609027200.0 - 1619222385.0 (448892)\n",
"[Loss cut] 2021/01/04 18:41:30 margin rate:-45.69% has reached the loss cut rate:50.00%.(liquidated price:915.45 size:468917.0)\n",
"Now terminating...\n",
"\n",
"[Result]\n",
" [Time ] 2020/12/27 09:00:00 - 2021/04/24 08:59:00\n",
" [Balance ] 62.7058 -> -2.7527 (-104.39%)\n",
" [Orders ] Total:12179 (Open:0 Executed:14 Canceled:12165)\n",
" [Position] Max Long:468,917.0 Max Short:0.0 Min Margin:166.89%\n",
"\n",
"[Execution statistics] PF:0.25\n",
" [Total ] Count:14(Size:3,322,374.0) PnL:-65.7435 Avr:-4.696 Price Range:-115.9\n",
" [Profit ] Count:4(80.00%) Sum:+21.3428 Avr:+5.3357 Max:+13.9509 MaxLen:4(+21.3428)\n",
" [Loss ] Count:1(20.00%) Sum:-87.0864 Avr:-87.0864 Max:-87.0864 MaxLen:1(-87.0864)\n",
" [Fee ] Trade:-0.2851 Funding:0.0\n",
" [Max risk]\n",
" Drawdown :-103.25%(-87.4706) 2021/01/04 18:41:30\n",
" Unrealised loss:-102.76%(-87.0584) 2021/01/04 18:41:30\n",
"\n",
"[Fiat balance]\n",
" [Start ] 40,000.0 (Balance:62.7058 Price:637.9)\n",
" [End ] -2,520.0 (Balance:-2.7527 Price:915.45)\n",
" [Result] -42,520.0 (-106.30%)\n",
"\n",
"[Fiat execution statistics] PF:0.40\n",
" [Total ] Count:14(Size:0) PnL:-59,715 Avr:-4,265.0 Price Range:+0\n",
" [Profit ] Count:8(61.54%) Sum:+40,269 Avr:+5,034.0 Max:+16,440 MaxLen:4(+33,027)\n",
" [Loss ] Count:5(38.46%) Sum:-99,984 Avr:-19,997.0 Max:-95,030 MaxLen:2(-96,780)\n",
" [Fee ] Trade:0 Funding:0\n",
" [Max risk]\n",
" Drawdown :-102.67%(-96,780) 2021/01/04 18:41:30\n",
" Unrealised loss:-102.76%(-79,697) 2021/01/04 18:41:30\n",
"\n",
"Completed terminate process.\n",
"Backtest has been liquidated. (count:1)\n",
"Now initializing...\n",
"Completed initialize process.\n",
"[Start] time:1609027200.0 ltp:637.9 balance:62.70575325 [Fee] taker:0.075 maker:-0.025 fr:0\n",
"preset ticks period: 1609027200.0 - 1619222385.0 (448892)\n",
"[Loss cut] 2021/01/04 18:41:30 margin rate:-101.50% has reached the loss cut rate:50.00%.(liquidated price:915.45 size:664473.0)\n",
"Now terminating...\n",
"\n",
"[Result]\n",
" [Time ] 2020/12/27 09:00:00 - 2021/04/24 08:59:00\n",
" [Balance ] 62.7058 -> -7.9512 (-112.68%)\n",
" [Orders ] Total:12732 (Open:0 Executed:12 Canceled:12720)\n",
" [Position] Max Long:664,473.0 Max Short:0.0 Min Margin:109.89%\n",
"\n",
"[Execution statistics] PF:0.43\n",
" [Total ] Count:12(Size:3,170,328.0) PnL:-70.6952 Avr:-5.8913 Price Range:-9.3\n",
" [Profit ] Count:3(75.00%) Sum:+52.7095 Avr:+17.5698 Max:+47.552 MaxLen:3(+52.7095)\n",
" [Loss ] Count:1(25.00%) Sum:-123.4047 Avr:-123.4047 Max:-123.4047 MaxLen:1(-123.4047)\n",
" [Fee ] Trade:-0.0383 Funding:0.0\n",
" [Max risk]\n",
" Drawdown :-106.85%(-123.9491) 2021/01/04 18:41:30\n",
" Unrealised loss:-106.35%(-123.365) 2021/01/04 18:41:30\n",
"\n",
"[Fiat balance]\n",
" [Start ] 40,000.0 (Balance:62.7058 Price:637.9)\n",
" [End ] -7,278.9 (Balance:-7.9512 Price:915.45)\n",
" [Result] -47,278.9 (-118.20%)\n",
"\n",
"[Fiat execution statistics] PF:0.54\n",
" [Total ] Count:12(Size:0) PnL:-64,474 Avr:-5,373.0 Price Range:+0\n",
" [Profit ] Count:7(63.64%) Sum:+75,169 Avr:+10,738.0 Max:+61,376 MaxLen:4(+72,385)\n",
" [Loss ] Count:4(36.36%) Sum:-139,643 Avr:-34,911.0 Max:-135,136 MaxLen:1(-225)\n",
" [Fee ] Trade:0 Funding:0\n",
" [Max risk]\n",
" Drawdown :-105.62%(-136,743) 2021/01/04 18:41:30\n",
" Unrealised loss:-106.35%(-112,934) 2021/01/04 18:41:30\n",
"\n",
"Completed terminate process.\n",
"Backtest has been liquidated. (count:1)\n",
"Now initializing...\n",
"Completed initialize process.\n",
"[Start] time:1609027200.0 ltp:637.9 balance:62.70575325 [Fee] taker:0.075 maker:-0.025 fr:0\n",
"preset ticks period: 1609027200.0 - 1619222385.0 (448892)\n",
"[Loss cut] 2021/01/04 18:41:30 margin rate:-101.55% has reached the loss cut rate:50.00%.(liquidated price:915.45 size:779922.0)\n",
"Now terminating...\n",
"\n",
"[Result]\n",
" [Time ] 2020/12/27 09:00:00 - 2021/04/24 08:59:00\n",
" [Balance ] 62.7058 -> -9.3368 (-114.89%)\n",
" [Orders ] Total:12786 (Open:0 Executed:10 Canceled:12776)\n",
" [Position] Max Long:779,922.0 Max Short:0.0 Min Margin:109.84%\n",
"\n",
"[Execution statistics] PF:0.50\n",
" [Total ] Count:10(Size:3,545,906.0) PnL:-72.0402 Avr:-7.204 Price Range:+44.8\n",
" [Profit ] Count:2(66.67%) Sum:+72.8055 Avr:+36.4027 Max:+60.297 MaxLen:2(+72.8055)\n",
" [Loss ] Count:1(33.33%) Sum:-144.8456 Avr:-144.8456 Max:-144.8456 MaxLen:1(-144.8456)\n",
" [Fee ] Trade:0.0024 Funding:0.0\n",
" [Max risk]\n",
" Drawdown :-106.86%(-145.4846) 2021/01/04 18:41:30\n",
" Unrealised loss:-106.35%(-144.7991) 2021/01/04 18:41:30\n",
"\n",
"[Fiat balance]\n",
" [Start ] 40,000.0 (Balance:62.7058 Price:637.9)\n",
" [End ] -8,547.4 (Balance:-9.3368 Price:915.45)\n",
" [Result] -48,547.4 (-121.37%)\n",
"\n",
"[Fiat execution statistics] PF:0.61\n",
" [Total ] Count:10(Size:0) PnL:-65,743 Avr:-6,574.0 Price Range:+0\n",
" [Profit ] Count:4(44.44%) Sum:+101,239 Avr:+25,310.0 Max:+82,572 MaxLen:2(+82,802)\n",
" [Loss ] Count:5(55.56%) Sum:-166,982 Avr:-33,396.0 Max:-158,615 MaxLen:2(-4,394)\n",
" [Fee ] Trade:0 Funding:0\n",
" [Max risk]\n",
" Drawdown :-105.58%(-161,820) 2021/01/04 18:41:30\n",
" Unrealised loss:-106.35%(-132,556) 2021/01/04 18:41:30\n",
"\n",
"Completed terminate process.\n",
"Backtest has been liquidated. (count:1)\n",
"Now initializing...\n",
"Completed initialize process.\n",
"[Start] time:1609027200.0 ltp:637.9 balance:62.70575325 [Fee] taker:0.075 maker:-0.025 fr:0\n",
"preset ticks period: 1609027200.0 - 1619222385.0 (448892)\n",
"[Loss cut] 2021/01/04 18:41:30 margin rate:-45.69% has reached the loss cut rate:50.00%.(liquidated price:915.45 size:468917.0)\n",
"Now terminating...\n",
"\n",
"[Result]\n",
" [Time ] 2020/12/27 09:00:00 - 2021/04/24 08:59:00\n",
" [Balance ] 62.7058 -> -2.7527 (-104.39%)\n",
" [Orders ] Total:12179 (Open:0 Executed:14 Canceled:12165)\n",
" [Position] Max Long:468,917.0 Max Short:0.0 Min Margin:166.89%\n",
"\n",
"[Execution statistics] PF:0.25\n",
" [Total ] Count:14(Size:3,322,374.0) PnL:-65.7435 Avr:-4.696 Price Range:-115.9\n",
" [Profit ] Count:4(80.00%) Sum:+21.3428 Avr:+5.3357 Max:+13.9509 MaxLen:4(+21.3428)\n",
" [Loss ] Count:1(20.00%) Sum:-87.0864 Avr:-87.0864 Max:-87.0864 MaxLen:1(-87.0864)\n",
" [Fee ] Trade:-0.2851 Funding:0.0\n",
" [Max risk]\n",
" Drawdown :-103.25%(-87.4706) 2021/01/04 18:41:30\n",
" Unrealised loss:-102.76%(-87.0584) 2021/01/04 18:41:30\n",
"\n",
"[Fiat balance]\n",
" [Start ] 40,000.0 (Balance:62.7058 Price:637.9)\n",
" [End ] -2,520.0 (Balance:-2.7527 Price:915.45)\n",
" [Result] -42,520.0 (-106.30%)\n",
"\n",
"[Fiat execution statistics] PF:0.40\n",
" [Total ] Count:14(Size:0) PnL:-59,715 Avr:-4,265.0 Price Range:+0\n",
" [Profit ] Count:8(61.54%) Sum:+40,269 Avr:+5,034.0 Max:+16,440 MaxLen:4(+33,027)\n",
" [Loss ] Count:5(38.46%) Sum:-99,984 Avr:-19,997.0 Max:-95,030 MaxLen:2(-96,780)\n",
" [Fee ] Trade:0 Funding:0\n",
" [Max risk]\n",
" Drawdown :-102.67%(-96,780) 2021/01/04 18:41:30\n",
" Unrealised loss:-102.76%(-79,697) 2021/01/04 18:41:30\n",
"\n",
"Completed terminate process.\n",
"Backtest has been liquidated. (count:1)\n",
"Now initializing...\n",
"Completed initialize process.\n",
"[Start] time:1609027200.0 ltp:637.9 balance:62.70575325 [Fee] taker:0.075 maker:-0.025 fr:0\n",
"preset ticks period: 1609027200.0 - 1619222385.0 (448892)\n",
"[Loss cut] 2021/01/04 18:41:30 margin rate:-45.69% has reached the loss cut rate:50.00%.(liquidated price:915.45 size:510198.0)\n",
"Now terminating...\n",
"\n",
"[Result]\n",
" [Time ] 2020/12/27 09:00:00 - 2021/04/24 08:59:00\n",
" [Balance ] 62.7058 -> -2.9951 (-104.78%)\n",
" [Orders ] Total:12299 (Open:0 Executed:14 Canceled:12285)\n",
" [Position] Max Long:510,198.0 Max Short:0.0 Min Margin:166.89%\n",
"\n",
"[Execution statistics] PF:0.30\n",
" [Total ] Count:14(Size:3,563,116.0) PnL:-65.9955 Avr:-4.714 Price Range:-94.5\n",
" [Profit ] Count:4(80.00%) Sum:+28.7575 Avr:+7.1894 Max:+20.7148 MaxLen:4(+28.7575)\n",
" [Loss ] Count:1(20.00%) Sum:-94.753 Avr:-94.753 Max:-94.753 MaxLen:1(-94.753)\n",
" [Fee ] Trade:-0.2947 Funding:0.0\n",
" [Max risk]\n",
" Drawdown :-103.25%(-95.171) 2021/01/04 18:41:30\n",
" Unrealised loss:-102.76%(-94.7226) 2021/01/04 18:41:30\n",
"\n",
"[Fiat balance]\n",
" [Start ] 40,000.0 (Balance:62.7058 Price:637.9)\n",
" [End ] -2,741.9 (Balance:-2.9951 Price:915.45)\n",
" [Result] -42,741.9 (-106.85%)\n",
"\n",
"[Fiat execution statistics] PF:0.45\n",
" [Total ] Count:14(Size:0) PnL:-59,937 Avr:-4,281.0 Price Range:+0\n",
" [Profit ] Count:8(61.54%) Sum:+48,830 Avr:+6,104.0 Max:+24,411 MaxLen:4(+40,950)\n",
" [Loss ] Count:5(38.46%) Sum:-108,767 Avr:-21,753.0 Max:-103,397 MaxLen:2(-105,300)\n",
" [Fee ] Trade:0 Funding:0\n",
" [Max risk]\n",
" Drawdown :-102.67%(-105,300) 2021/01/04 18:41:30\n",
" Unrealised loss:-102.76%(-86,713) 2021/01/04 18:41:30\n",
"\n",
"Completed terminate process.\n",
"Backtest has been liquidated. (count:1)\n",
"Now initializing...\n",
"Completed initialize process.\n",
"[Start] time:1609027200.0 ltp:637.9 balance:62.70575325 [Fee] taker:0.075 maker:-0.025 fr:0\n",
"preset ticks period: 1609027200.0 - 1619222385.0 (448892)\n",
"[Loss cut] 2021/01/04 18:41:30 margin rate:-101.54% has reached the loss cut rate:50.00%.(liquidated price:915.45 size:561609.0)\n",
"Now terminating...\n",
"\n",
"[Result]\n",
" [Time ] 2020/12/27 09:00:00 - 2021/04/24 08:59:00\n",
" [Balance ] 62.7058 -> -6.7232 (-110.72%)\n",
" [Orders ] Total:12312 (Open:0 Executed:10 Canceled:12302)\n",
" [Position] Max Long:561,609.0 Max Short:0.0 Min Margin:109.84%\n",
"\n",
"[Execution statistics] PF:0.33\n",
" [Total ] Count:10(Size:2,729,058.0) PnL:-69.4793 Avr:-6.9479 Price Range:-85.2\n",
" [Profit ] Count:2(66.67%) Sum:+34.8217 Avr:+17.4108 Max:+26.8029 MaxLen:2(+34.8217)\n",
" [Loss ] Count:1(33.33%) Sum:-104.301 Avr:-104.301 Max:-104.301 MaxLen:1(-104.301)\n",
" [Fee ] Trade:-0.0503 Funding:0.0\n",
" [Max risk]\n",
" Drawdown :-106.86%(-104.7611) 2021/01/04 18:41:30\n",
" Unrealised loss:-106.35%(-104.2674) 2021/01/04 18:41:30\n",
"\n",
"[Fiat balance]\n",
" [Start ] 40,000.0 (Balance:62.7058 Price:637.9)\n",
" [End ] -6,154.8 (Balance:-6.7232 Price:915.45)\n",
" [Result] -46,154.8 (-115.39%)\n",
"\n",
"[Fiat execution statistics] PF:0.46\n",
" [Total ] Count:10(Size:0) PnL:-63,350 Avr:-6,335.0 Price Range:+0\n",
" [Profit ] Count:5(55.56%) Sum:+53,673 Avr:+10,735.0 Max:+32,188 MaxLen:3(+41,797)\n",
" [Loss ] Count:4(44.44%) Sum:-117,023 Avr:-29,256.0 Max:-114,216 MaxLen:1(-225)\n",
" [Fee ] Trade:0 Funding:0\n",
" [Max risk]\n",
" Drawdown :-105.59%(-116,205) 2021/01/04 18:41:30\n",
" Unrealised loss:-106.35%(-95,451) 2021/01/04 18:41:30\n",
"\n",
"Completed terminate process.\n",
"Backtest has been liquidated. (count:1)\n",
"Now initializing...\n",
"Completed initialize process.\n",
"[Start] time:1609027200.0 ltp:637.9 balance:62.70575325 [Fee] taker:0.075 maker:-0.025 fr:0\n",
"preset ticks period: 1609027200.0 - 1619222385.0 (448892)\n",
"[Loss cut] 2021/01/04 18:41:30 margin rate:-45.69% has reached the loss cut rate:50.00%.(liquidated price:915.45 size:468917.0)\n",
"Now terminating...\n",
"\n",
"[Result]\n",
" [Time ] 2020/12/27 09:00:00 - 2021/04/24 08:59:00\n",
" [Balance ] 62.7058 -> -2.7527 (-104.39%)\n",
" [Orders ] Total:12179 (Open:0 Executed:14 Canceled:12165)\n",
" [Position] Max Long:468,917.0 Max Short:0.0 Min Margin:166.89%\n",
"\n",
"[Execution statistics] PF:0.25\n",
" [Total ] Count:14(Size:3,322,374.0) PnL:-65.7435 Avr:-4.696 Price Range:-115.9\n",
" [Profit ] Count:4(80.00%) Sum:+21.3428 Avr:+5.3357 Max:+13.9509 MaxLen:4(+21.3428)\n",
" [Loss ] Count:1(20.00%) Sum:-87.0864 Avr:-87.0864 Max:-87.0864 MaxLen:1(-87.0864)\n",
" [Fee ] Trade:-0.2851 Funding:0.0\n",
" [Max risk]\n",
" Drawdown :-103.25%(-87.4706) 2021/01/04 18:41:30\n",
" Unrealised loss:-102.76%(-87.0584) 2021/01/04 18:41:30\n",
"\n",
"[Fiat balance]\n",
" [Start ] 40,000.0 (Balance:62.7058 Price:637.9)\n",
" [End ] -2,520.0 (Balance:-2.7527 Price:915.45)\n",
" [Result] -42,520.0 (-106.30%)\n",
"\n",
"[Fiat execution statistics] PF:0.40\n",
" [Total ] Count:14(Size:0) PnL:-59,715 Avr:-4,265.0 Price Range:+0\n",
" [Profit ] Count:8(61.54%) Sum:+40,269 Avr:+5,034.0 Max:+16,440 MaxLen:4(+33,027)\n",
" [Loss ] Count:5(38.46%) Sum:-99,984 Avr:-19,997.0 Max:-95,030 MaxLen:2(-96,780)\n",
" [Fee ] Trade:0 Funding:0\n",
" [Max risk]\n",
" Drawdown :-102.67%(-96,780) 2021/01/04 18:41:30\n",
" Unrealised loss:-102.76%(-79,697) 2021/01/04 18:41:30\n",
"\n",
"Completed terminate process.\n",
"Backtest has been liquidated. (count:1)\n",
"Now initializing...\n",
"Completed initialize process.\n",
"[Start] time:1609027200.0 ltp:637.9 balance:62.70575325 [Fee] taker:0.075 maker:-0.025 fr:0\n",
"preset ticks period: 1609027200.0 - 1619222385.0 (448892)\n",
"[Loss cut] 2021/01/04 18:41:30 margin rate:-45.69% has reached the loss cut rate:50.00%.(liquidated price:915.45 size:503760.0)\n",
"Now terminating...\n",
"\n",
"[Result]\n",
" [Time ] 2020/12/27 09:00:00 - 2021/04/24 08:59:00\n",
" [Balance ] 62.7058 -> -2.9571 (-104.72%)\n",
" [Orders ] Total:12298 (Open:0 Executed:14 Canceled:12284)\n",
" [Position] Max Long:503,760.0 Max Short:0.0 Min Margin:166.89%\n",
"\n",
"[Execution statistics] PF:0.30\n",
" [Total ] Count:14(Size:3,525,576.0) PnL:-65.956 Avr:-4.7111 Price Range:-97.9\n",
" [Profit ] Count:4(80.00%) Sum:+27.6013 Avr:+6.9003 Max:+19.6601 MaxLen:4(+27.6013)\n",
" [Loss ] Count:1(20.00%) Sum:-93.5573 Avr:-93.5573 Max:-93.5573 MaxLen:1(-93.5573)\n",
" [Fee ] Trade:-0.2932 Funding:0.0\n",
" [Max risk]\n",
" Drawdown :-103.25%(-93.9701) 2021/01/04 18:41:30\n",
" Unrealised loss:-102.76%(-93.5273) 2021/01/04 18:41:30\n",
"\n",
"[Fiat balance]\n",
" [Start ] 40,000.0 (Balance:62.7058 Price:637.9)\n",
" [End ] -2,707.1 (Balance:-2.9571 Price:915.45)\n",
" [Result] -42,707.1 (-106.77%)\n",
"\n",
"[Fiat execution statistics] PF:0.44\n",
" [Total ] Count:14(Size:0) PnL:-59,903 Avr:-4,279.0 Price Range:+0\n",
" [Profit ] Count:8(61.54%) Sum:+47,494 Avr:+5,937.0 Max:+23,121 MaxLen:4(+39,714)\n",
" [Loss ] Count:5(38.46%) Sum:-107,397 Avr:-21,479.0 Max:-102,093 MaxLen:2(-103,972)\n",
" [Fee ] Trade:0 Funding:0\n",
" [Max risk]\n",
" Drawdown :-102.67%(-103,972) 2021/01/04 18:41:30\n",
" Unrealised loss:-102.76%(-85,619) 2021/01/04 18:41:30\n",
"\n",
"Completed terminate process.\n",
"Backtest has been liquidated. (count:1)\n",
"Now initializing...\n",
"Completed initialize process.\n",
"[Start] time:1609027200.0 ltp:637.9 balance:62.70575325 [Fee] taker:0.075 maker:-0.025 fr:0\n",
"preset ticks period: 1609027200.0 - 1619222385.0 (448892)\n",
"[Loss cut] 2021/01/04 18:41:30 margin rate:-45.69% has reached the loss cut rate:50.00%.(liquidated price:915.45 size:537336.0)\n",
"Now terminating...\n",
"\n",
"[Result]\n",
" [Time ] 2020/12/27 09:00:00 - 2021/04/24 08:59:00\n",
" [Balance ] 62.7058 -> -3.1543 (-105.03%)\n",
" [Orders ] Total:12310 (Open:0 Executed:14 Canceled:12296)\n",
" [Position] Max Long:537,336.0 Max Short:0.0 Min Margin:166.89%\n",
"\n",
"[Execution statistics] PF:0.34\n",
" [Total ] Count:14(Size:3,721,384.0) PnL:-66.1609 Avr:-4.7258 Price Range:-79.9\n",
" [Profit ] Count:4(80.00%) Sum:+33.6321 Avr:+8.408 Max:+25.1615 MaxLen:4(+33.6321)\n",
" [Loss ] Count:1(20.00%) Sum:-99.793 Avr:-99.793 Max:-99.793 MaxLen:1(-99.793)\n",
" [Fee ] Trade:-0.3009 Funding:0.0\n",
" [Max risk]\n",
" Drawdown :-103.25%(-100.2333) 2021/01/04 18:41:30\n",
" Unrealised loss:-102.76%(-99.761) 2021/01/04 18:41:30\n",
"\n",
"[Fiat balance]\n",
" [Start ] 40,000.0 (Balance:62.7058 Price:637.9)\n",
" [End ] -2,887.6 (Balance:-3.1543 Price:915.45)\n",
" [Result] -42,887.6 (-107.22%)\n",
"\n",
"[Fiat execution statistics] PF:0.48\n",
" [Total ] Count:14(Size:0) PnL:-60,083 Avr:-4,292.0 Price Range:+0\n",
" [Profit ] Count:8(61.54%) Sum:+54,457 Avr:+6,807.0 Max:+30,160 MaxLen:4(+46,158)\n",
" [Loss ] Count:5(38.46%) Sum:-114,540 Avr:-22,908.0 Max:-108,897 MaxLen:2(-110,902)\n",
" [Fee ] Trade:0 Funding:0\n",
" [Max risk]\n",
" Drawdown :-102.67%(-110,902) 2021/01/04 18:41:30\n",
" Unrealised loss:-102.76%(-91,326) 2021/01/04 18:41:30\n",
"\n",
"Completed terminate process.\n",
"Backtest has been liquidated. (count:1)\n",
"Now initializing...\n",
"Completed initialize process.\n",
"[Start] time:1609027200.0 ltp:637.9 balance:62.70575325 [Fee] taker:0.075 maker:-0.025 fr:0\n",
"preset ticks period: 1609027200.0 - 1619222385.0 (448892)\n",
"[Loss cut] 2021/01/04 19:16:30 margin rate:-43.44% has reached the loss cut rate:50.00%.(liquidated price:887.5 size:339522.0)\n",
"Now terminating...\n",
"\n",
"[Result]\n",
" [Time ] 2020/12/27 09:00:00 - 2021/04/24 08:59:00\n",
" [Balance ] 62.7058 -> -1.9702 (-103.14%)\n",
" [Orders ] Total:12170 (Open:0 Executed:6 Canceled:12164)\n",
" [Position] Max Long:339,522.0 Max Short:0.0 Min Margin:164.11%\n",
"\n",
"[Execution statistics] PF:0.00\n",
" [Total ] Count:6(Size:679,044.0) PnL:-64.4686 Avr:-10.7448 Price Range:-179.85\n",
" [Profit ] Count:0(0.00%) Sum:+0 Avr:+0 Max:+0 MaxLen:0(+0)\n",
" [Loss ] Count:1(100.00%) Sum:-64.4686 Avr:-64.4686 Max:-64.4686 MaxLen:1(-64.4686)\n",
" [Fee ] Trade:0.2074 Funding:0.0\n",
" [Max risk]\n",
" Drawdown :-103.14%(-64.7555) 2021/01/04 19:16:30\n",
" Unrealised loss:-102.65%(-64.447) 2021/01/04 19:16:30\n",
"\n",
"[Fiat balance]\n",
" [Start ] 40,000.0 (Balance:62.7058 Price:637.9)\n",
" [End ] -1,748.6 (Balance:-1.9702 Price:887.5)\n",
" [Result] -41,748.6 (-104.37%)\n",
"\n",
"[Fiat execution statistics] PF:0.01\n",
" [Total ] Count:6(Size:0) PnL:-68,644 Avr:-11,441.0 Price Range:+0\n",
" [Profit ] Count:3(60.00%) Sum:+515 Avr:+172.0 Max:+364 MaxLen:3(+515)\n",
" [Loss ] Count:2(40.00%) Sum:-69,159 Avr:-34,580.0 Max:-68,733 MaxLen:1(-426)\n",
" [Fee ] Trade:0 Funding:0\n",
" [Max risk]\n",
" Drawdown :-102.61%(-68,733) 2021/01/04 19:16:30\n",
" Unrealised loss:-102.65%(-57,196) 2021/01/04 19:16:30\n",
"\n",
"Completed terminate process.\n",
"Backtest has been liquidated. (count:1)\n",
"Now initializing...\n",
"Completed initialize process.\n",
"[Start] time:1609027200.0 ltp:637.9 balance:62.70575325 [Fee] taker:0.075 maker:-0.025 fr:0\n",
"preset ticks period: 1609027200.0 - 1619222385.0 (448892)\n",
"[Loss cut] 2021/01/04 19:16:30 margin rate:-43.44% has reached the loss cut rate:50.00%.(liquidated price:887.5 size:339522.0)\n",
"Now terminating...\n",
"\n",
"[Result]\n",
" [Time ] 2020/12/27 09:00:00 - 2021/04/24 08:59:00\n",
" [Balance ] 62.7058 -> -1.9702 (-103.14%)\n",
" [Orders ] Total:12170 (Open:0 Executed:6 Canceled:12164)\n",
" [Position] Max Long:339,522.0 Max Short:0.0 Min Margin:164.11%\n",
"\n",
"[Execution statistics] PF:0.00\n",
" [Total ] Count:6(Size:679,044.0) PnL:-64.4686 Avr:-10.7448 Price Range:-179.85\n",
" [Profit ] Count:0(0.00%) Sum:+0 Avr:+0 Max:+0 MaxLen:0(+0)\n",
" [Loss ] Count:1(100.00%) Sum:-64.4686 Avr:-64.4686 Max:-64.4686 MaxLen:1(-64.4686)\n",
" [Fee ] Trade:0.2074 Funding:0.0\n",
" [Max risk]\n",
" Drawdown :-103.14%(-64.7555) 2021/01/04 19:16:30\n",
" Unrealised loss:-102.65%(-64.447) 2021/01/04 19:16:30\n",
"\n",
"[Fiat balance]\n",
" [Start ] 40,000.0 (Balance:62.7058 Price:637.9)\n",
" [End ] -1,748.6 (Balance:-1.9702 Price:887.5)\n",
" [Result] -41,748.6 (-104.37%)\n",
"\n",
"[Fiat execution statistics] PF:0.01\n",
" [Total ] Count:6(Size:0) PnL:-68,644 Avr:-11,441.0 Price Range:+0\n",
" [Profit ] Count:3(60.00%) Sum:+515 Avr:+172.0 Max:+364 MaxLen:3(+515)\n",
" [Loss ] Count:2(40.00%) Sum:-69,159 Avr:-34,580.0 Max:-68,733 MaxLen:1(-426)\n",
" [Fee ] Trade:0 Funding:0\n",
" [Max risk]\n",
" Drawdown :-102.61%(-68,733) 2021/01/04 19:16:30\n",
" Unrealised loss:-102.65%(-57,196) 2021/01/04 19:16:30\n",
"\n",
"Completed terminate process.\n",
"Backtest has been liquidated. (count:1)\n",
"Now initializing...\n",
"Completed initialize process.\n",
"[Start] time:1609027200.0 ltp:637.9 balance:62.70575325 [Fee] taker:0.075 maker:-0.025 fr:0\n",
"preset ticks period: 1609027200.0 - 1619222385.0 (448892)\n",
"[Loss cut] 2021/01/04 19:16:30 margin rate:-43.44% has reached the loss cut rate:50.00%.(liquidated price:887.5 size:339522.0)\n",
"Now terminating...\n",
"\n",
"[Result]\n",
" [Time ] 2020/12/27 09:00:00 - 2021/04/24 08:59:00\n",
" [Balance ] 62.7058 -> -1.9702 (-103.14%)\n",
" [Orders ] Total:12170 (Open:0 Executed:6 Canceled:12164)\n",
" [Position] Max Long:339,522.0 Max Short:0.0 Min Margin:164.11%\n",
"\n",
"[Execution statistics] PF:0.00\n",
" [Total ] Count:6(Size:679,044.0) PnL:-64.4686 Avr:-10.7448 Price Range:-179.85\n",
" [Profit ] Count:0(0.00%) Sum:+0 Avr:+0 Max:+0 MaxLen:0(+0)\n",
" [Loss ] Count:1(100.00%) Sum:-64.4686 Avr:-64.4686 Max:-64.4686 MaxLen:1(-64.4686)\n",
" [Fee ] Trade:0.2074 Funding:0.0\n",
" [Max risk]\n",
" Drawdown :-103.14%(-64.7555) 2021/01/04 19:16:30\n",
" Unrealised loss:-102.65%(-64.447) 2021/01/04 19:16:30\n",
"\n",
"[Fiat balance]\n",
" [Start ] 40,000.0 (Balance:62.7058 Price:637.9)\n",
" [End ] -1,748.6 (Balance:-1.9702 Price:887.5)\n",
" [Result] -41,748.6 (-104.37%)\n",
"\n",
"[Fiat execution statistics] PF:0.01\n",
" [Total ] Count:6(Size:0) PnL:-68,644 Avr:-11,441.0 Price Range:+0\n",
" [Profit ] Count:3(60.00%) Sum:+515 Avr:+172.0 Max:+364 MaxLen:3(+515)\n",
" [Loss ] Count:2(40.00%) Sum:-69,159 Avr:-34,580.0 Max:-68,733 MaxLen:1(-426)\n",
" [Fee ] Trade:0 Funding:0\n",
" [Max risk]\n",
" Drawdown :-102.61%(-68,733) 2021/01/04 19:16:30\n",
" Unrealised loss:-102.65%(-57,196) 2021/01/04 19:16:30\n",
"\n",
"Completed terminate process.\n",
"Backtest has been liquidated. (count:1)\n",
"Now initializing...\n",
"Completed initialize process.\n",
"[Start] time:1609027200.0 ltp:637.9 balance:62.70575325 [Fee] taker:0.075 maker:-0.025 fr:0\n",
"preset ticks period: 1609027200.0 - 1619222385.0 (448892)\n",
"[Loss cut] 2021/01/04 19:16:30 margin rate:-43.22% has reached the loss cut rate:50.00%.(liquidated price:887.5 size:392290.0)\n",
"Now terminating...\n",
"\n",
"[Result]\n",
" [Time ] 2020/12/27 09:00:00 - 2021/04/24 08:59:00\n",
" [Balance ] 62.7058 -> -2.2667 (-103.61%)\n",
" [Orders ] Total:12146 (Open:0 Executed:8 Canceled:12138)\n",
" [Position] Max Long:392,290.0 Max Short:0.0 Min Margin:164.33%\n",
"\n",
"[Execution statistics] PF:0.13\n",
" [Total ] Count:8(Size:2,177,812.0) PnL:-65.0568 Avr:-8.1321 Price Range:-148.65\n",
" [Profit ] Count:2(66.67%) Sum:+9.4314 Avr:+4.7157 Max:+5.2835 MaxLen:2(+9.4314)\n",
" [Loss ] Count:1(33.33%) Sum:-74.4882 Avr:-74.4882 Max:-74.4882 MaxLen:1(-74.4882)\n",
" [Fee ] Trade:-0.0843 Funding:0.0\n",
" [Max risk]\n",
" Drawdown :-103.12%(-74.8197) 2021/01/04 19:16:30\n",
" Unrealised loss:-102.63%(-74.4633) 2021/01/04 19:16:30\n",
"\n",
"[Fiat balance]\n",
" [Start ] 40,000.0 (Balance:62.7058 Price:637.9)\n",
" [End ] -2,011.7 (Balance:-2.2667 Price:887.5)\n",
" [Result] -42,011.7 (-105.03%)\n",
"\n",
"[Fiat execution statistics] PF:0.17\n",
" [Total ] Count:8(Size:0) PnL:-68,907 Avr:-8,613.0 Price Range:+0\n",
" [Profit ] Count:4(57.14%) Sum:+13,817 Avr:+3,454.0 Max:+7,449 MaxLen:2(+7,839)\n",
" [Loss ] Count:3(42.86%) Sum:-82,724 Avr:-27,575.0 Max:-79,417 MaxLen:1(-1,835)\n",
" [Fee ] Trade:0 Funding:0\n",
" [Max risk]\n",
" Drawdown :-102.55%(-80,881) 2021/01/04 19:16:30\n",
" Unrealised loss:-102.63%(-66,086) 2021/01/04 19:16:30\n",
"\n",
"Completed terminate process.\n",
"Backtest has been liquidated. (count:1)\n",
"Now initializing...\n",
"Completed initialize process.\n",
"[Start] time:1609027200.0 ltp:637.9 balance:62.70575325 [Fee] taker:0.075 maker:-0.025 fr:0\n",
"preset ticks period: 1609027200.0 - 1619222385.0 (448892)\n",
"[Loss cut] 2021/01/04 19:16:30 margin rate:-43.44% has reached the loss cut rate:50.00%.(liquidated price:887.5 size:339522.0)\n",
"Now terminating...\n",
"\n",
"[Result]\n",
" [Time ] 2020/12/27 09:00:00 - 2021/04/24 08:59:00\n",
" [Balance ] 62.7058 -> -1.9702 (-103.14%)\n",
" [Orders ] Total:12170 (Open:0 Executed:6 Canceled:12164)\n",
" [Position] Max Long:339,522.0 Max Short:0.0 Min Margin:164.11%\n",
"\n",
"[Execution statistics] PF:0.00\n",
" [Total ] Count:6(Size:679,044.0) PnL:-64.4686 Avr:-10.7448 Price Range:-179.85\n",
" [Profit ] Count:0(0.00%) Sum:+0 Avr:+0 Max:+0 MaxLen:0(+0)\n",
" [Loss ] Count:1(100.00%) Sum:-64.4686 Avr:-64.4686 Max:-64.4686 MaxLen:1(-64.4686)\n",
" [Fee ] Trade:0.2074 Funding:0.0\n",
" [Max risk]\n",
" Drawdown :-103.14%(-64.7555) 2021/01/04 19:16:30\n",
" Unrealised loss:-102.65%(-64.447) 2021/01/04 19:16:30\n",
"\n",
"[Fiat balance]\n",
" [Start ] 40,000.0 (Balance:62.7058 Price:637.9)\n",
" [End ] -1,748.6 (Balance:-1.9702 Price:887.5)\n",
" [Result] -41,748.6 (-104.37%)\n",
"\n",
"[Fiat execution statistics] PF:0.01\n",
" [Total ] Count:6(Size:0) PnL:-68,644 Avr:-11,441.0 Price Range:+0\n",
" [Profit ] Count:3(60.00%) Sum:+515 Avr:+172.0 Max:+364 MaxLen:3(+515)\n",
" [Loss ] Count:2(40.00%) Sum:-69,159 Avr:-34,580.0 Max:-68,733 MaxLen:1(-426)\n",
" [Fee ] Trade:0 Funding:0\n",
" [Max risk]\n",
" Drawdown :-102.61%(-68,733) 2021/01/04 19:16:30\n",
" Unrealised loss:-102.65%(-57,196) 2021/01/04 19:16:30\n",
"\n",
"Completed terminate process.\n",
"Backtest has been liquidated. (count:1)\n",
"Now initializing...\n",
"Completed initialize process.\n",
"[Start] time:1609027200.0 ltp:637.9 balance:62.70575325 [Fee] taker:0.075 maker:-0.025 fr:0\n",
"preset ticks period: 1609027200.0 - 1619222385.0 (448892)\n",
"[Loss cut] 2021/01/04 19:16:30 margin rate:-43.44% has reached the loss cut rate:50.00%.(liquidated price:887.5 size:339522.0)\n",
"Now terminating...\n",
"\n",
"[Result]\n",
" [Time ] 2020/12/27 09:00:00 - 2021/04/24 08:59:00\n",
" [Balance ] 62.7058 -> -1.9702 (-103.14%)\n",
" [Orders ] Total:12170 (Open:0 Executed:6 Canceled:12164)\n",
" [Position] Max Long:339,522.0 Max Short:0.0 Min Margin:164.11%\n",
"\n",
"[Execution statistics] PF:0.00\n",
" [Total ] Count:6(Size:679,044.0) PnL:-64.4686 Avr:-10.7448 Price Range:-179.85\n",
" [Profit ] Count:0(0.00%) Sum:+0 Avr:+0 Max:+0 MaxLen:0(+0)\n",
" [Loss ] Count:1(100.00%) Sum:-64.4686 Avr:-64.4686 Max:-64.4686 MaxLen:1(-64.4686)\n",
" [Fee ] Trade:0.2074 Funding:0.0\n",
" [Max risk]\n",
" Drawdown :-103.14%(-64.7555) 2021/01/04 19:16:30\n",
" Unrealised loss:-102.65%(-64.447) 2021/01/04 19:16:30\n",
"\n",
"[Fiat balance]\n",
" [Start ] 40,000.0 (Balance:62.7058 Price:637.9)\n",
" [End ] -1,748.6 (Balance:-1.9702 Price:887.5)\n",
" [Result] -41,748.6 (-104.37%)\n",
"\n",
"[Fiat execution statistics] PF:0.01\n",
" [Total ] Count:6(Size:0) PnL:-68,644 Avr:-11,441.0 Price Range:+0\n",
" [Profit ] Count:3(60.00%) Sum:+515 Avr:+172.0 Max:+364 MaxLen:3(+515)\n",
" [Loss ] Count:2(40.00%) Sum:-69,159 Avr:-34,580.0 Max:-68,733 MaxLen:1(-426)\n",
" [Fee ] Trade:0 Funding:0\n",
" [Max risk]\n",
" Drawdown :-102.61%(-68,733) 2021/01/04 19:16:30\n",
" Unrealised loss:-102.65%(-57,196) 2021/01/04 19:16:30\n",
"\n",
"Completed terminate process.\n",
"Backtest has been liquidated. (count:1)\n",
"Now initializing...\n",
"Completed initialize process.\n",
"[Start] time:1609027200.0 ltp:637.9 balance:62.70575325 [Fee] taker:0.075 maker:-0.025 fr:0\n",
"preset ticks period: 1609027200.0 - 1619222385.0 (448892)\n",
"[Loss cut] 2021/01/04 19:16:30 margin rate:-43.22% has reached the loss cut rate:50.00%.(liquidated price:887.5 size:398141.0)\n",
"Now terminating...\n",
"\n",
"[Result]\n",
" [Time ] 2020/12/27 09:00:00 - 2021/04/24 08:59:00\n",
" [Balance ] 62.7058 -> -2.3005 (-103.67%)\n",
" [Orders ] Total:12144 (Open:0 Executed:9 Canceled:12135)\n",
" [Position] Max Long:398,141.0 Max Short:0.0 Min Margin:164.33%\n",
"\n",
"[Execution statistics] PF:0.14\n",
" [Total ] Count:9(Size:2,903,834.0) PnL:-65.2541 Avr:-7.2505 Price Range:-146.15\n",
" [Profit ] Count:3(75.00%) Sum:+10.345 Avr:+3.4483 Max:+4.5569 MaxLen:3(+10.345)\n",
" [Loss ] Count:1(25.00%) Sum:-75.5992 Avr:-75.5992 Max:-75.5992 MaxLen:1(-75.5992)\n",
" [Fee ] Trade:-0.2479 Funding:0.0\n",
" [Max risk]\n",
" Drawdown :-103.12%(-75.9356) 2021/01/04 19:16:30\n",
" Unrealised loss:-102.63%(-75.5739) 2021/01/04 19:16:30\n",
"\n",
"[Fiat balance]\n",
" [Start ] 40,000.0 (Balance:62.7058 Price:637.9)\n",
" [End ] -2,041.7 (Balance:-2.3005 Price:887.5)\n",
" [Result] -42,041.7 (-105.10%)\n",
"\n",
"[Fiat execution statistics] PF:0.18\n",
" [Total ] Count:9(Size:0) PnL:-68,937 Avr:-7,660.0 Price Range:+0\n",
" [Profit ] Count:4(50.00%) Sum:+15,281 Avr:+3,820.0 Max:+6,702 MaxLen:1(+3,971)\n",
" [Loss ] Count:4(50.00%) Sum:-84,218 Avr:-21,054.0 Max:-80,602 MaxLen:1(-1,237)\n",
" [Fee ] Trade:0 Funding:0\n",
" [Max risk]\n",
" Drawdown :-102.55%(-82,087) 2021/01/04 19:16:30\n",
" Unrealised loss:-102.63%(-67,071) 2021/01/04 19:16:30\n",
"\n",
"Completed terminate process.\n",
"Backtest has been liquidated. (count:1)\n",
"Now initializing...\n",
"Completed initialize process.\n",
"[Start] time:1609027200.0 ltp:637.9 balance:62.70575325 [Fee] taker:0.075 maker:-0.025 fr:0\n",
"preset ticks period: 1609027200.0 - 1619222385.0 (448892)\n",
"[Loss cut] 2021/01/04 19:16:30 margin rate:-43.44% has reached the loss cut rate:50.00%.(liquidated price:887.5 size:355667.0)\n",
"Now terminating...\n",
"\n",
"[Result]\n",
" [Time ] 2020/12/27 09:00:00 - 2021/04/24 08:59:00\n",
" [Balance ] 62.7058 -> -2.0639 (-103.29%)\n",
" [Orders ] Total:12158 (Open:0 Executed:7 Canceled:12151)\n",
" [Position] Max Long:355,667.0 Max Short:0.0 Min Margin:164.11%\n",
"\n",
"[Execution statistics] PF:0.04\n",
" [Total ] Count:7(Size:1,381,030.0) PnL:-64.7085 Avr:-9.2441 Price Range:-170.15\n",
" [Profit ] Count:1(50.00%) Sum:+2.8256 Avr:+2.8256 Max:+2.8256 MaxLen:1(+2.8256)\n",
" [Loss ] Count:1(50.00%) Sum:-67.5342 Avr:-67.5342 Max:-67.5342 MaxLen:1(-67.5342)\n",
" [Fee ] Trade:0.0611 Funding:0.0\n",
" [Max risk]\n",
" Drawdown :-103.14%(-67.8348) 2021/01/04 19:16:30\n",
" Unrealised loss:-102.65%(-67.5116) 2021/01/04 19:16:30\n",
"\n",
"[Fiat balance]\n",
" [Start ] 40,000.0 (Balance:62.7058 Price:637.9)\n",
" [End ] -1,831.7 (Balance:-2.0639 Price:887.5)\n",
" [Result] -41,831.7 (-104.58%)\n",
"\n",
"[Fiat execution statistics] PF:0.06\n",
" [Total ] Count:7(Size:0) PnL:-68,727 Avr:-9,818.0 Price Range:+0\n",
" [Profit ] Count:4(66.67%) Sum:+4,511 Avr:+1,128.0 Max:+3,971 MaxLen:3(+540)\n",
" [Loss ] Count:2(33.33%) Sum:-73,238 Avr:-36,619.0 Max:-72,001 MaxLen:1(-1,237)\n",
" [Fee ] Trade:0 Funding:0\n",
" [Max risk]\n",
" Drawdown :-102.58%(-72,698) 2021/01/04 19:16:30\n",
" Unrealised loss:-102.65%(-59,916) 2021/01/04 19:16:30\n",
"\n",
"Completed terminate process.\n",
"Backtest has been liquidated. (count:1)\n",
"Now initializing...\n",
"Completed initialize process.\n",
"[Start] time:1609027200.0 ltp:637.9 balance:62.70575325 [Fee] taker:0.075 maker:-0.025 fr:0\n",
"preset ticks period: 1609027200.0 - 1619222385.0 (448892)\n",
"[Loss cut] 2021/01/04 19:16:30 margin rate:-43.44% has reached the loss cut rate:50.00%.(liquidated price:887.5 size:339522.0)\n",
"Now terminating...\n",
"\n",
"[Result]\n",
" [Time ] 2020/12/27 09:00:00 - 2021/04/24 08:59:00\n",
" [Balance ] 62.7058 -> -1.9702 (-103.14%)\n",
" [Orders ] Total:12170 (Open:0 Executed:6 Canceled:12164)\n",
" [Position] Max Long:339,522.0 Max Short:0.0 Min Margin:164.11%\n",
"\n",
"[Execution statistics] PF:0.00\n",
" [Total ] Count:6(Size:679,044.0) PnL:-64.4686 Avr:-10.7448 Price Range:-179.85\n",
" [Profit ] Count:0(0.00%) Sum:+0 Avr:+0 Max:+0 MaxLen:0(+0)\n",
" [Loss ] Count:1(100.00%) Sum:-64.4686 Avr:-64.4686 Max:-64.4686 MaxLen:1(-64.4686)\n",
" [Fee ] Trade:0.2074 Funding:0.0\n",
" [Max risk]\n",
" Drawdown :-103.14%(-64.7555) 2021/01/04 19:16:30\n",
" Unrealised loss:-102.65%(-64.447) 2021/01/04 19:16:30\n",
"\n",
"[Fiat balance]\n",
" [Start ] 40,000.0 (Balance:62.7058 Price:637.9)\n",
" [End ] -1,748.6 (Balance:-1.9702 Price:887.5)\n",
" [Result] -41,748.6 (-104.37%)\n",
"\n",
"[Fiat execution statistics] PF:0.01\n",
" [Total ] Count:6(Size:0) PnL:-68,644 Avr:-11,441.0 Price Range:+0\n",
" [Profit ] Count:3(60.00%) Sum:+515 Avr:+172.0 Max:+364 MaxLen:3(+515)\n",
" [Loss ] Count:2(40.00%) Sum:-69,159 Avr:-34,580.0 Max:-68,733 MaxLen:1(-426)\n",
" [Fee ] Trade:0 Funding:0\n",
" [Max risk]\n",
" Drawdown :-102.61%(-68,733) 2021/01/04 19:16:30\n",
" Unrealised loss:-102.65%(-57,196) 2021/01/04 19:16:30\n",
"\n",
"Completed terminate process.\n",
"Backtest has been liquidated. (count:1)\n",
"Now initializing...\n",
"Completed initialize process.\n",
"[Start] time:1609027200.0 ltp:637.9 balance:62.70575325 [Fee] taker:0.075 maker:-0.025 fr:0\n",
"preset ticks period: 1609027200.0 - 1619222385.0 (448892)\n",
"Now terminating...\n",
"\n",
"[Result]\n",
" [Time ] 2020/12/27 09:00:00 - 2021/04/24 08:59:00\n",
" [Balance ] 62.7058 -> 373.8935 (+496.27%)\n",
" [Orders ] Total:170079 (Open:1 Executed:42 Canceled:170036)\n",
" [Position] Max Long:3,461,225.0 Max Short:0.0 Min Margin:403.99%\n",
"\n",
"[Execution statistics] PF:0.00\n",
" [Total ] Count:42(Size:28,692,438.0) PnL:+305.8906 Avr:+7.2831 Price Range:+461.65\n",
" [Profit ] Count:14(100.00%) Sum:+305.8906 Avr:+21.8493 Max:+59.5866 MaxLen:14(+305.8906)\n",
" [Loss ] Count:0(0.00%) Sum:+0 Avr:+0 Max:+0 MaxLen:0(+0)\n",
" [Fee ] Trade:-5.2972 Funding:0.0\n",
" [Max risk]\n",
" Drawdown :0.00%(+0.0) 2021/01/04 17:40:30\n",
" Unrealised loss:-76.27%(-47.8844) 2021/01/04 19:16:30\n",
"\n",
"[Fiat balance]\n",
" [Start ] 40,000.0 (Balance:62.7058 Price:637.9)\n",
" [End ] 774,688.6 (Balance:373.8935 Price:2071.95)\n",
" [Result] 734,688.6 (+1,836.72%)\n",
"\n",
"[Fiat execution statistics] PF:6.83\n",
" [Total ] Count:42(Size:0) PnL:+710,899 Avr:+16,926.0 Price Range:+0\n",
" [Profit ] Count:22(53.66%) Sum:+832,741 Avr:+37,852.0 Max:+174,587 MaxLen:4(+386,561)\n",
" [Loss ] Count:19(46.34%) Sum:-121,842 Avr:-6,413.0 Max:-66,184 MaxLen:3(-3,346)\n",
" [Fee ] Trade:0 Funding:0\n",
" [Max risk]\n",
" Drawdown :-15.75%(-66,184) 2021/02/23 18:09:30\n",
" Unrealised loss:-76.27%(-42,497) 2021/01/04 19:16:30\n",
"\n",
"Completed terminate process.\n",
"Now initializing...\n",
"Completed initialize process.\n",
"[Start] time:1609027200.0 ltp:637.9 balance:62.70575325 [Fee] taker:0.075 maker:-0.025 fr:0\n",
"preset ticks period: 1609027200.0 - 1619222385.0 (448892)\n",
"Now terminating...\n",
"\n",
"[Result]\n",
" [Time ] 2020/12/27 09:00:00 - 2021/04/24 08:59:00\n",
" [Balance ] 62.7058 -> 657.0017 (+947.75%)\n",
" [Orders ] Total:170214 (Open:1 Executed:39 Canceled:170174)\n",
" [Position] Max Long:5,617,196.0 Max Short:0.0 Min Margin:403.99%\n",
"\n",
"[Execution statistics] PF:0.00\n",
" [Total ] Count:39(Size:36,284,126.0) PnL:+588.0649 Avr:+15.0786 Price Range:+662.65\n",
" [Profit ] Count:12(100.00%) Sum:+588.0649 Avr:+49.0054 Max:+127.6328 MaxLen:12(+588.0649)\n",
" [Loss ] Count:0(0.00%) Sum:+0 Avr:+0 Max:+0 MaxLen:0(+0)\n",
" [Fee ] Trade:-6.231 Funding:0.0\n",
" [Max risk]\n",
" Drawdown :0.00%(+0.0) 2021/01/04 17:40:30\n",
" Unrealised loss:-76.27%(-47.8844) 2021/01/04 19:16:30\n",
"\n",
"[Fiat balance]\n",
" [Start ] 40,000.0 (Balance:62.7058 Price:637.9)\n",
" [End ] 1,395,570.2 (Balance:657.0017 Price:2124.15)\n",
" [Result] 1,355,570.2 (+3,388.93%)\n",
"\n",
"[Fiat execution statistics] PF:8.24\n",
" [Total ] Count:39(Size:0) PnL:+1,331,781 Avr:+34,148.0 Price Range:+0\n",
" [Profit ] Count:21(55.26%) Sum:+1,515,812 Avr:+72,182.0 Max:+287,528 MaxLen:4(+808,845)\n",
" [Loss ] Count:17(44.74%) Sum:-184,031 Avr:-10,825.0 Max:-97,620 MaxLen:3(-5,798)\n",
" [Fee ] Trade:0 Funding:0\n",
" [Max risk]\n",
" Drawdown :-16.51%(-97,620) 2021/02/23 18:09:30\n",
" Unrealised loss:-76.27%(-42,497) 2021/01/04 19:16:30\n",
"\n",
"Completed terminate process.\n",
"Now initializing...\n",
"Completed initialize process.\n",
"[Start] time:1609027200.0 ltp:637.9 balance:62.70575325 [Fee] taker:0.075 maker:-0.025 fr:0\n",
"preset ticks period: 1609027200.0 - 1619222385.0 (448892)\n",
"Now terminating...\n",
"\n",
"[Result]\n",
" [Time ] 2020/12/27 09:00:00 - 2021/04/24 08:59:00\n",
" [Balance ] 62.7058 -> 874.5279 (+1,294.65%)\n",
" [Orders ] Total:170440 (Open:1 Executed:35 Canceled:170404)\n",
" [Position] Max Long:6,964,104.0 Max Short:0.0 Min Margin:403.99%\n",
"\n",
"[Execution statistics] PF:0.00\n",
" [Total ] Count:35(Size:39,378,778.0) PnL:+805.3432 Avr:+23.0098 Price Range:+814.35\n",
" [Profit ] Count:11(100.00%) Sum:+805.3432 Avr:+73.213 Max:+193.5347 MaxLen:11(+805.3432)\n",
" [Loss ] Count:0(0.00%) Sum:+0 Avr:+0 Max:+0 MaxLen:0(+0)\n",
" [Fee ] Trade:-6.479 Funding:0.0\n",
" [Max risk]\n",
" Drawdown :0.00%(+0.0) 2021/01/04 17:40:30\n",
" Unrealised loss:-76.27%(-47.8844) 2021/01/04 19:16:30\n",
"\n",
"[Fiat balance]\n",
" [Start ] 40,000.0 (Balance:62.7058 Price:637.9)\n",
" [End ] 1,890,773.0 (Balance:874.5279 Price:2162.05)\n",
" [Result] 1,850,773.0 (+4,626.93%)\n",
"\n",
"[Fiat execution statistics] PF:9.32\n",
" [Total ] Count:35(Size:0) PnL:+1,826,984 Avr:+52,200.0 Price Range:+0\n",
" [Profit ] Count:19(55.88%) Sum:+2,046,519 Avr:+107,712.0 Max:+517,041 MaxLen:4(+1,208,266)\n",
" [Loss ] Count:15(44.12%) Sum:-219,535 Avr:-14,636.0 Max:-118,959 MaxLen:3(-7,754)\n",
" [Fee ] Trade:0 Funding:0\n",
" [Max risk]\n",
" Drawdown :-18.21%(-118,959) 2021/02/23 18:09:30\n",
" Unrealised loss:-76.27%(-42,497) 2021/01/04 19:16:30\n",
"\n",
"Completed terminate process.\n",
"Now initializing...\n",
"Completed initialize process.\n",
"[Start] time:1609027200.0 ltp:637.9 balance:62.70575325 [Fee] taker:0.075 maker:-0.025 fr:0\n",
"preset ticks period: 1609027200.0 - 1619222385.0 (448892)\n",
"Now terminating...\n",
"\n",
"[Result]\n",
" [Time ] 2020/12/27 09:00:00 - 2021/04/24 08:59:00\n",
" [Balance ] 62.7058 -> 364.3895 (+481.11%)\n",
" [Orders ] Total:170079 (Open:1 Executed:42 Canceled:170036)\n",
" [Position] Max Long:3,373,244.0 Max Short:0.0 Min Margin:403.99%\n",
"\n",
"[Execution statistics] PF:0.00\n",
" [Total ] Count:42(Size:28,516,476.0) PnL:+296.4059 Avr:+7.0573 Price Range:+452.35\n",
" [Profit ] Count:14(100.00%) Sum:+296.4059 Avr:+21.1718 Max:+51.0022 MaxLen:14(+296.4059)\n",
" [Loss ] Count:0(0.00%) Sum:+0 Avr:+0 Max:+0 MaxLen:0(+0)\n",
" [Fee ] Trade:-5.2778 Funding:0.0\n",
" [Max risk]\n",
" Drawdown :0.00%(+0.0) 2021/01/04 17:40:30\n",
" Unrealised loss:-76.27%(-47.8844) 2021/01/04 19:16:30\n",
"\n",
"[Fiat balance]\n",
" [Start ] 40,000.0 (Balance:62.7058 Price:637.9)\n",
" [End ] 754,996.8 (Balance:364.3895 Price:2071.95)\n",
" [Result] 714,996.8 (+1,787.49%)\n",
"\n",
"[Fiat execution statistics] PF:6.67\n",
" [Total ] Count:42(Size:0) PnL:+691,207 Avr:+16,457.0 Price Range:+0\n",
" [Profit ] Count:22(53.66%) Sum:+813,049 Avr:+36,957.0 Max:+170,149 MaxLen:4(+366,869)\n",
" [Loss ] Count:19(46.34%) Sum:-121,842 Avr:-6,413.0 Max:-66,184 MaxLen:3(-3,346)\n",
" [Fee ] Trade:0 Funding:0\n",
" [Max risk]\n",
" Drawdown :-15.75%(-66,184) 2021/02/23 18:09:30\n",
" Unrealised loss:-76.27%(-42,497) 2021/01/04 19:16:30\n",
"\n",
"Completed terminate process.\n",
"Now initializing...\n",
"Completed initialize process.\n",
"[Start] time:1609027200.0 ltp:637.9 balance:62.70575325 [Fee] taker:0.075 maker:-0.025 fr:0\n",
"preset ticks period: 1609027200.0 - 1619222385.0 (448892)\n",
"Now terminating...\n",
"\n",
"[Result]\n",
" [Time ] 2020/12/27 09:00:00 - 2021/04/24 08:59:00\n",
" [Balance ] 62.7058 -> 657.0017 (+947.75%)\n",
" [Orders ] Total:170214 (Open:1 Executed:39 Canceled:170174)\n",
" [Position] Max Long:5,617,196.0 Max Short:0.0 Min Margin:403.99%\n",
"\n",
"[Execution statistics] PF:0.00\n",
" [Total ] Count:39(Size:36,284,126.0) PnL:+588.0649 Avr:+15.0786 Price Range:+662.65\n",
" [Profit ] Count:12(100.00%) Sum:+588.0649 Avr:+49.0054 Max:+127.6328 MaxLen:12(+588.0649)\n",
" [Loss ] Count:0(0.00%) Sum:+0 Avr:+0 Max:+0 MaxLen:0(+0)\n",
" [Fee ] Trade:-6.231 Funding:0.0\n",
" [Max risk]\n",
" Drawdown :0.00%(+0.0) 2021/01/04 17:40:30\n",
" Unrealised loss:-76.27%(-47.8844) 2021/01/04 19:16:30\n",
"\n",
"[Fiat balance]\n",
" [Start ] 40,000.0 (Balance:62.7058 Price:637.9)\n",
" [End ] 1,395,570.2 (Balance:657.0017 Price:2124.15)\n",
" [Result] 1,355,570.2 (+3,388.93%)\n",
"\n",
"[Fiat execution statistics] PF:8.24\n",
" [Total ] Count:39(Size:0) PnL:+1,331,781 Avr:+34,148.0 Price Range:+0\n",
" [Profit ] Count:21(55.26%) Sum:+1,515,812 Avr:+72,182.0 Max:+287,528 MaxLen:4(+808,845)\n",
" [Loss ] Count:17(44.74%) Sum:-184,031 Avr:-10,825.0 Max:-97,620 MaxLen:3(-5,798)\n",
" [Fee ] Trade:0 Funding:0\n",
" [Max risk]\n",
" Drawdown :-16.51%(-97,620) 2021/02/23 18:09:30\n",
" Unrealised loss:-76.27%(-42,497) 2021/01/04 19:16:30\n",
"\n",
"Completed terminate process.\n",
"Now initializing...\n",
"Completed initialize process.\n",
"[Start] time:1609027200.0 ltp:637.9 balance:62.70575325 [Fee] taker:0.075 maker:-0.025 fr:0\n",
"preset ticks period: 1609027200.0 - 1619222385.0 (448892)\n",
"Now terminating...\n",
"\n",
"[Result]\n",
" [Time ] 2020/12/27 09:00:00 - 2021/04/24 08:59:00\n",
" [Balance ] 62.7058 -> 874.5279 (+1,294.65%)\n",
" [Orders ] Total:170440 (Open:1 Executed:35 Canceled:170404)\n",
" [Position] Max Long:6,964,104.0 Max Short:0.0 Min Margin:403.99%\n",
"\n",
"[Execution statistics] PF:0.00\n",
" [Total ] Count:35(Size:39,378,778.0) PnL:+805.3432 Avr:+23.0098 Price Range:+814.35\n",
" [Profit ] Count:11(100.00%) Sum:+805.3432 Avr:+73.213 Max:+193.5347 MaxLen:11(+805.3432)\n",
" [Loss ] Count:0(0.00%) Sum:+0 Avr:+0 Max:+0 MaxLen:0(+0)\n",
" [Fee ] Trade:-6.479 Funding:0.0\n",
" [Max risk]\n",
" Drawdown :0.00%(+0.0) 2021/01/04 17:40:30\n",
" Unrealised loss:-76.27%(-47.8844) 2021/01/04 19:16:30\n",
"\n",
"[Fiat balance]\n",
" [Start ] 40,000.0 (Balance:62.7058 Price:637.9)\n",
" [End ] 1,890,773.0 (Balance:874.5279 Price:2162.05)\n",
" [Result] 1,850,773.0 (+4,626.93%)\n",
"\n",
"[Fiat execution statistics] PF:9.32\n",
" [Total ] Count:35(Size:0) PnL:+1,826,984 Avr:+52,200.0 Price Range:+0\n",
" [Profit ] Count:19(55.88%) Sum:+2,046,519 Avr:+107,712.0 Max:+517,041 MaxLen:4(+1,208,266)\n",
" [Loss ] Count:15(44.12%) Sum:-219,535 Avr:-14,636.0 Max:-118,959 MaxLen:3(-7,754)\n",
" [Fee ] Trade:0 Funding:0\n",
" [Max risk]\n",
" Drawdown :-18.21%(-118,959) 2021/02/23 18:09:30\n",
" Unrealised loss:-76.27%(-42,497) 2021/01/04 19:16:30\n",
"\n",
"Completed terminate process.\n",
"Now initializing...\n",
"Completed initialize process.\n",
"[Start] time:1609027200.0 ltp:637.9 balance:62.70575325 [Fee] taker:0.075 maker:-0.025 fr:0\n",
"preset ticks period: 1609027200.0 - 1619222385.0 (448892)\n",
"Now terminating...\n",
"\n",
"[Result]\n",
" [Time ] 2020/12/27 09:00:00 - 2021/04/24 08:59:00\n",
" [Balance ] 62.7058 -> 364.3895 (+481.11%)\n",
" [Orders ] Total:170079 (Open:1 Executed:42 Canceled:170036)\n",
" [Position] Max Long:3,373,244.0 Max Short:0.0 Min Margin:403.99%\n",
"\n",
"[Execution statistics] PF:0.00\n",
" [Total ] Count:42(Size:28,516,476.0) PnL:+296.4059 Avr:+7.0573 Price Range:+452.35\n",
" [Profit ] Count:14(100.00%) Sum:+296.4059 Avr:+21.1718 Max:+51.0022 MaxLen:14(+296.4059)\n",
" [Loss ] Count:0(0.00%) Sum:+0 Avr:+0 Max:+0 MaxLen:0(+0)\n",
" [Fee ] Trade:-5.2778 Funding:0.0\n",
" [Max risk]\n",
" Drawdown :0.00%(+0.0) 2021/01/04 17:40:30\n",
" Unrealised loss:-76.27%(-47.8844) 2021/01/04 19:16:30\n",
"\n",
"[Fiat balance]\n",
" [Start ] 40,000.0 (Balance:62.7058 Price:637.9)\n",
" [End ] 754,996.8 (Balance:364.3895 Price:2071.95)\n",
" [Result] 714,996.8 (+1,787.49%)\n",
"\n",
"[Fiat execution statistics] PF:6.67\n",
" [Total ] Count:42(Size:0) PnL:+691,207 Avr:+16,457.0 Price Range:+0\n",
" [Profit ] Count:22(53.66%) Sum:+813,049 Avr:+36,957.0 Max:+170,149 MaxLen:4(+366,869)\n",
" [Loss ] Count:19(46.34%) Sum:-121,842 Avr:-6,413.0 Max:-66,184 MaxLen:3(-3,346)\n",
" [Fee ] Trade:0 Funding:0\n",
" [Max risk]\n",
" Drawdown :-15.75%(-66,184) 2021/02/23 18:09:30\n",
" Unrealised loss:-76.27%(-42,497) 2021/01/04 19:16:30\n",
"\n",
"Completed terminate process.\n",
"Now initializing...\n",
"Completed initialize process.\n",
"[Start] time:1609027200.0 ltp:637.9 balance:62.70575325 [Fee] taker:0.075 maker:-0.025 fr:0\n",
"preset ticks period: 1609027200.0 - 1619222385.0 (448892)\n",
"Now terminating...\n",
"\n",
"[Result]\n",
" [Time ] 2020/12/27 09:00:00 - 2021/04/24 08:59:00\n",
" [Balance ] 62.7058 -> 641.533 (+923.08%)\n",
" [Orders ] Total:170212 (Open:1 Executed:39 Canceled:170172)\n",
" [Position] Max Long:5,484,943.0 Max Short:0.0 Min Margin:403.99%\n",
"\n",
"[Execution statistics] PF:0.00\n",
" [Total ] Count:39(Size:36,019,620.0) PnL:+572.625 Avr:+14.6827 Price Range:+653.05\n",
" [Profit ] Count:12(100.00%) Sum:+572.625 Avr:+47.7187 Max:+114.7287 MaxLen:12(+572.625)\n",
" [Loss ] Count:0(0.00%) Sum:+0 Avr:+0 Max:+0 MaxLen:0(+0)\n",
" [Fee ] Trade:-6.2023 Funding:0.0\n",
" [Max risk]\n",
" Drawdown :0.00%(+0.0) 2021/01/04 17:40:30\n",
" Unrealised loss:-76.27%(-47.8844) 2021/01/04 19:16:30\n",
"\n",
"[Fiat balance]\n",
" [Start ] 40,000.0 (Balance:62.7058 Price:637.9)\n",
" [End ] 1,362,712.3 (Balance:641.533 Price:2124.15)\n",
" [Result] 1,322,712.3 (+3,306.78%)\n",
"\n",
"[Fiat execution statistics] PF:8.06\n",
" [Total ] Count:39(Size:0) PnL:+1,298,923 Avr:+33,306.0 Price Range:+0\n",
" [Profit ] Count:21(55.26%) Sum:+1,482,954 Avr:+70,617.0 Max:+280,758 MaxLen:4(+775,987)\n",
" [Loss ] Count:17(44.74%) Sum:-184,031 Avr:-10,825.0 Max:-97,620 MaxLen:3(-5,798)\n",
" [Fee ] Trade:0 Funding:0\n",
" [Max risk]\n",
" Drawdown :-16.51%(-97,620) 2021/02/23 18:09:30\n",
" Unrealised loss:-76.27%(-42,497) 2021/01/04 19:16:30\n",
"\n",
"Completed terminate process.\n",
"Now initializing...\n",
"Completed initialize process.\n",
"[Start] time:1609027200.0 ltp:637.9 balance:62.70575325 [Fee] taker:0.075 maker:-0.025 fr:0\n",
"preset ticks period: 1609027200.0 - 1619222385.0 (448892)\n",
"Now terminating...\n",
"\n",
"[Result]\n",
" [Time ] 2020/12/27 09:00:00 - 2021/04/24 08:59:00\n",
" [Balance ] 62.7058 -> 855.7107 (+1,264.64%)\n",
" [Orders ] Total:170432 (Open:1 Executed:35 Canceled:170396)\n",
" [Position] Max Long:6,814,257.0 Max Short:0.0 Min Margin:403.99%\n",
"\n",
"[Execution statistics] PF:0.00\n",
" [Total ] Count:35(Size:39,079,084.0) PnL:+786.5582 Avr:+22.4731 Price Range:+804.65\n",
" [Profit ] Count:11(100.00%) Sum:+786.5582 Avr:+71.5053 Max:+189.3704 MaxLen:11(+786.5582)\n",
" [Loss ] Count:0(0.00%) Sum:+0 Avr:+0 Max:+0 MaxLen:0(+0)\n",
" [Fee ] Trade:-6.4468 Funding:0.0\n",
" [Max risk]\n",
" Drawdown :0.00%(+0.0) 2021/01/04 17:40:30\n",
" Unrealised loss:-76.27%(-47.8844) 2021/01/04 19:16:30\n",
"\n",
"[Fiat balance]\n",
" [Start ] 40,000.0 (Balance:62.7058 Price:637.9)\n",
" [End ] 1,850,089.3 (Balance:855.7107 Price:2162.05)\n",
" [Result] 1,810,089.3 (+4,525.22%)\n",
"\n",
"[Fiat execution statistics] PF:9.14\n",
" [Total ] Count:35(Size:0) PnL:+1,786,300 Avr:+51,037.0 Price Range:+0\n",
" [Profit ] Count:19(55.88%) Sum:+2,005,835 Avr:+105,570.0 Max:+505,916 MaxLen:4(+1,167,582)\n",
" [Loss ] Count:15(44.12%) Sum:-219,535 Avr:-14,636.0 Max:-118,959 MaxLen:3(-7,754)\n",
" [Fee ] Trade:0 Funding:0\n",
" [Max risk]\n",
" Drawdown :-18.21%(-118,959) 2021/02/23 18:09:30\n",
" Unrealised loss:-76.27%(-42,497) 2021/01/04 19:16:30\n",
"\n",
"Completed terminate process.\n"
],
"name": "stdout"
}
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "9KwRyqm0nB8Y"
},
"source": [
"# 5.テスト結果\n",
"各パラメータ組み合わせ毎のテスト結果を一覧表示します。"
]
},
{
"cell_type": "code",
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/",
"height": 419
},
"id": "5mcYSF7Qv7_M",
"outputId": "7344d3a8-70c2-4f66-d3bd-5bda62f7e2e8"
},
"source": [
"df_temp_params = df_params.copy()\n",
"df_temp_params['start_balance'] = [round(r['df_balance']['blc'].values[0] * r['df_balance']['price'].values[0], 0) for r in result]\n",
"df_temp_params['end_balance'] = [round(r['df_balance']['blc'].values[-1] * r['df_balance']['price'].values[-1], 0) for r in result]\n",
"df_temp_params['balance_ratio'] = (df_temp_params['end_balance'].values / df_temp_params['start_balance'].values).round(4)\n",
"df_temp_params['min_balance'] = [round(r['fiat_min_balance'], 0) for r in result]\n",
"df_temp_params['margin_rate'] = [round(r['margin_rate'], 4) for r in result]\n",
"df_temp_params['unreal_loss_ratio'] = [round(r['statistics']['trades']['max_unrealised_loss_ratio'], 4) for r in result]\n",
"df_temp_params['unreal_loss_time'] = [du.Time(r['statistics']['trades']['max_unrealised_loss_ut'], tz='JST').str('%Y/%m/%d %H:%M:%S') for r in result]\n",
"df_temp_params['alive'] = ((df_temp_params['min_balance'] > 10000) & (df_temp_params['margin_rate'] > 1.5) & (df_temp_params['unreal_loss_ratio'] > -0.7)).astype(int)\n",
"df_temp_params.sort_values(by=['alive', 'end_balance'], ascending=False, inplace=True)\n",
"df_temp_params.reset_index(drop=True, inplace=True)\n",
"display(df_temp_params)\n",
"\n",
"df_temp_params.to_csv('./result/result.csv', index=False, header=True)"
],
"execution_count": 8,
"outputs": [
{
"output_type": "display_data",
"data": {
"text/html": [
"<div>\n",
"<style scoped>\n",
" .dataframe tbody tr th:only-of-type {\n",
" vertical-align: middle;\n",
" }\n",
"\n",
" .dataframe tbody tr th {\n",
" vertical-align: top;\n",
" }\n",
"\n",
" .dataframe thead th {\n",
" text-align: right;\n",
" }\n",
"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>no</th>\n",
" <th>leverage</th>\n",
" <th>entry_period</th>\n",
" <th>entry_ratio</th>\n",
" <th>exit_period</th>\n",
" <th>exit_ratio</th>\n",
" <th>start_balance</th>\n",
" <th>end_balance</th>\n",
" <th>balance_ratio</th>\n",
" <th>min_balance</th>\n",
" <th>margin_rate</th>\n",
" <th>unreal_loss_ratio</th>\n",
" <th>unreal_loss_time</th>\n",
" <th>alive</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>0</th>\n",
" <td>7</td>\n",
" <td>2.5</td>\n",
" <td>120</td>\n",
" <td>7.0</td>\n",
" <td>240</td>\n",
" <td>8.0</td>\n",
" <td>40000.0</td>\n",
" <td>1667258.0</td>\n",
" <td>41.6814</td>\n",
" <td>26736</td>\n",
" <td>11.4653</td>\n",
" <td>-0.6367</td>\n",
" <td>2021/01/12 01:38:30</td>\n",
" <td>1</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1</th>\n",
" <td>0</td>\n",
" <td>2.5</td>\n",
" <td>120</td>\n",
" <td>7.0</td>\n",
" <td>120</td>\n",
" <td>6.0</td>\n",
" <td>40000.0</td>\n",
" <td>1558551.0</td>\n",
" <td>38.9638</td>\n",
" <td>25725</td>\n",
" <td>11.4653</td>\n",
" <td>-0.6367</td>\n",
" <td>2021/01/12 01:38:30</td>\n",
" <td>1</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2</th>\n",
" <td>1</td>\n",
" <td>2.5</td>\n",
" <td>120</td>\n",
" <td>7.0</td>\n",
" <td>120</td>\n",
" <td>8.0</td>\n",
" <td>40000.0</td>\n",
" <td>1292821.0</td>\n",
" <td>32.3205</td>\n",
" <td>30042</td>\n",
" <td>11.4653</td>\n",
" <td>-0.6367</td>\n",
" <td>2021/01/12 01:38:30</td>\n",
" <td>1</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3</th>\n",
" <td>4</td>\n",
" <td>2.5</td>\n",
" <td>120</td>\n",
" <td>7.0</td>\n",
" <td>180</td>\n",
" <td>8.0</td>\n",
" <td>40000.0</td>\n",
" <td>988929.0</td>\n",
" <td>24.7232</td>\n",
" <td>26923</td>\n",
" <td>11.4653</td>\n",
" <td>-0.6367</td>\n",
" <td>2021/01/12 01:38:30</td>\n",
" <td>1</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4</th>\n",
" <td>91</td>\n",
" <td>3.0</td>\n",
" <td>120</td>\n",
" <td>10.0</td>\n",
" <td>120</td>\n",
" <td>8.0</td>\n",
" <td>40000.0</td>\n",
" <td>959766.0</td>\n",
" <td>23.9942</td>\n",
" <td>21595</td>\n",
" <td>10.6533</td>\n",
" <td>-0.6132</td>\n",
" <td>2021/01/04 19:16:30</td>\n",
" <td>1</td>\n",
" </tr>\n",
" <tr>\n",
" <th>...</th>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>238</th>\n",
" <td>217</td>\n",
" <td>5.0</td>\n",
" <td>240</td>\n",
" <td>7.0</td>\n",
" <td>120</td>\n",
" <td>8.0</td>\n",
" <td>40000.0</td>\n",
" <td>-7279.0</td>\n",
" <td>-0.1820</td>\n",
" <td>-21014</td>\n",
" <td>1.0989</td>\n",
" <td>-1.0635</td>\n",
" <td>2021/01/04 18:41:30</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>239</th>\n",
" <td>163</td>\n",
" <td>5.0</td>\n",
" <td>120</td>\n",
" <td>7.0</td>\n",
" <td>120</td>\n",
" <td>8.0</td>\n",
" <td>40000.0</td>\n",
" <td>-7315.0</td>\n",
" <td>-0.1829</td>\n",
" <td>-21118</td>\n",
" <td>1.0989</td>\n",
" <td>-1.0635</td>\n",
" <td>2021/01/04 18:41:30</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>240</th>\n",
" <td>191</td>\n",
" <td>5.0</td>\n",
" <td>180</td>\n",
" <td>7.0</td>\n",
" <td>120</td>\n",
" <td>10.0</td>\n",
" <td>40000.0</td>\n",
" <td>-8525.0</td>\n",
" <td>-0.2131</td>\n",
" <td>-24612</td>\n",
" <td>1.0984</td>\n",
" <td>-1.0635</td>\n",
" <td>2021/01/04 18:41:30</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>241</th>\n",
" <td>218</td>\n",
" <td>5.0</td>\n",
" <td>240</td>\n",
" <td>7.0</td>\n",
" <td>120</td>\n",
" <td>10.0</td>\n",
" <td>40000.0</td>\n",
" <td>-8547.0</td>\n",
" <td>-0.2137</td>\n",
" <td>-24676</td>\n",
" <td>1.0984</td>\n",
" <td>-1.0635</td>\n",
" <td>2021/01/04 18:41:30</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>242</th>\n",
" <td>164</td>\n",
" <td>5.0</td>\n",
" <td>120</td>\n",
" <td>7.0</td>\n",
" <td>120</td>\n",
" <td>10.0</td>\n",
" <td>40000.0</td>\n",
" <td>-8560.0</td>\n",
" <td>-0.2140</td>\n",
" <td>-24712</td>\n",
" <td>1.0984</td>\n",
" <td>-1.0635</td>\n",
" <td>2021/01/04 18:41:30</td>\n",
" <td>0</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"<p>243 rows × 14 columns</p>\n",
"</div>"
],
"text/plain": [
" no leverage entry_period ... unreal_loss_ratio unreal_loss_time alive\n",
"0 7 2.5 120 ... -0.6367 2021/01/12 01:38:30 1\n",
"1 0 2.5 120 ... -0.6367 2021/01/12 01:38:30 1\n",
"2 1 2.5 120 ... -0.6367 2021/01/12 01:38:30 1\n",
"3 4 2.5 120 ... -0.6367 2021/01/12 01:38:30 1\n",
"4 91 3.0 120 ... -0.6132 2021/01/04 19:16:30 1\n",
".. ... ... ... ... ... ... ...\n",
"238 217 5.0 240 ... -1.0635 2021/01/04 18:41:30 0\n",
"239 163 5.0 120 ... -1.0635 2021/01/04 18:41:30 0\n",
"240 191 5.0 180 ... -1.0635 2021/01/04 18:41:30 0\n",
"241 218 5.0 240 ... -1.0635 2021/01/04 18:41:30 0\n",
"242 164 5.0 120 ... -1.0635 2021/01/04 18:41:30 0\n",
"\n",
"[243 rows x 14 columns]"
]
},
"metadata": {
"tags": []
}
}
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "dTOufBw6elre"
},
"source": [
"# 6.テスト結果一覧チャート\n",
"各パラメータ組み合わせ毎のテスト結果をチャート表示します。"
]
},
{
"cell_type": "code",
"metadata": {
"id": "i7WljErFqhG4"
},
"source": [
"from chart_creator import ChartCreator as cc\n",
"from IPython.display import Image, display_png\n",
"from IPython.display import HTML, display_html\n",
"\n",
"df_chart_ohlcv = du.Tool.downsample_ohlcv(df_ohlcv, period='12H')\n",
"\n",
"# レイアウトカスタマイズ\n",
"cc.initialize()\n",
"cc.settings['title'] = 'Result chart'\n",
"cc.settings['legend'] = None\n",
"\n",
"# X軸設定\n",
"cc.set_xaxis(start=0, end=0, is_unixtime=True)\n",
"\n",
"# メインチャート(ax:0)\n",
"ax_idx = 0\n",
"cc.add_subchart(ax=ax_idx, label='Price (USD)', grid=True)\n",
"# ローソクバー設定(OHLCV)\n",
"cc.set_ohlcv_df(df_chart_ohlcv)\n",
"\n",
"# 残高サブチャート(ax:1)\n",
"ax_idx += 1\n",
"cc.add_subchart(ax=ax_idx, label='Balance (USD)', grid=True)\n",
"# 残高設定\n",
"for r in result:\n",
" x = r['df_balance']['unixtime'].values\n",
" y = (r['df_balance']['blc'].values * r['df_balance']['price'].values).round()\n",
" cc.set_line(x, y, ax=ax_idx, color=None, width=1.0)\n",
"\n",
"file_path = './result/chart'\n",
"cc.create_chart(file_path + '.png', 'png')\n",
"cc.create_chart(file_path + '.html', 'html')"
],
"execution_count": 9,
"outputs": []
},
{
"cell_type": "markdown",
"metadata": {
"id": "39WR9g9-f98t"
},
"source": [
"### チャート画像表示 (matplotlib)"
]
},
{
"cell_type": "code",
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/",
"height": 649
},
"id": "1NDODzUsfG4N",
"outputId": "26b779c6-6c62-4dd0-f573-a1d59e4aaa32"
},
"source": [
"display_png(Image(file_path + '.png'))"
],
"execution_count": 10,
"outputs": [
{
"output_type": "display_data",
"data": {
"image/png": 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\n"
},
"metadata": {
"tags": []
}
}
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "Gmf6JHAngHGV"
},
"source": [
"### インタラクティブチャート表示 (plotly)"
]
},
{
"cell_type": "code",
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/",
"height": 817
},
"id": "C07gY_yKNbz0",
"outputId": "0f086eff-f1e5-480d-a526-f3ec5fd5713e"
},
"source": [
"display_html(HTML(filename=file_path + '.html'))"
],
"execution_count": 11,
"outputs": [
{
"output_type": "display_data",
"data": {
"text/html": [
"<html>\n",
"<head><script src=\"https://cdn.plot.ly/plotly-latest.min.js\"></script><meta charset=\"utf-8\"/></head>\n",
"<body>\n",
"<div>\n",
"<div class=\"plotly-graph-div\" id=\"01940b68-fe01-4824-bf7f-e1675bff0976\" style=\"height:800px; width:1200px;\"></div>\n",
"<script type=\"text/javascript\">\n",
" \n",
" window.PLOTLYENV=window.PLOTLYENV || {};\n",
" \n",
" if (document.getElementById(\"01940b68-fe01-4824-bf7f-e1675bff0976\")) {\n",
" Plotly.newPlot(\n",
" '01940b68-fe01-4824-bf7f-e1675bff0976',\n",
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\"size\": 10}, \"tickformat\": \"%m/%d %H:%M\", \"type\": \"date\"}, \"yaxis\": {\"anchor\": \"x\", \"autorange\": false, \"domain\": [0.25, 1.0], \"exponentformat\": \"none\", \"fixedrange\": false, \"gridcolor\": \"dimgray\", \"range\": [-132.345, 2779.245], \"showgrid\": true, \"showspikes\": true, \"showticklabels\": true, \"spikecolor\": \"dimgray\", \"spikedash\": \"solid\", \"spikemode\": \"toaxis+across\", \"spikesnap\": \"data\", \"spikethickness\": 1.5, \"tickcolor\": \"dimgray\", \"tickfont\": {\"family\": \"arial, sans-selif\", \"size\": 10}, \"ticksuffix\": \" \", \"title\": {\"text\": \"Price (USD)\"}}, \"yaxis2\": {\"anchor\": \"x\", \"autorange\": false, \"domain\": [0.25, 1.0], \"fixedrange\": false, \"overlaying\": \"y\", \"range\": [0, 155985692], \"showgrid\": false, \"showspikes\": true, \"showticklabels\": true, \"side\": \"right\", \"spikecolor\": \"dimgray\", \"spikedash\": \"solid\", \"spikemode\": \"toaxis+across\", \"spikesnap\": \"data\", \"spikethickness\": 1.5, \"tickcolor\": \"dimgray\", \"tickfont\": {\"family\": \"arial, sans-selif\", \"size\": 10}, \"tickprefix\": \" \", \"title\": {\"text\": \"Volume\"}}, \"yaxis3\": {\"anchor\": \"x\", \"autorange\": false, \"domain\": [0.0, 0.25], \"exponentformat\": \"none\", \"fixedrange\": false, \"gridcolor\": \"dimgray\", \"range\": [-602796.05, 12470397.05], \"showgrid\": true, \"showspikes\": true, \"showticklabels\": true, \"spikecolor\": \"dimgray\", \"spikedash\": \"solid\", \"spikemode\": \"toaxis+across\", \"spikesnap\": \"data\", \"spikethickness\": 1.5, \"tickcolor\": \"dimgray\", \"tickfont\": {\"family\": \"arial, sans-selif\", \"size\": 10}, \"ticksuffix\": \" \", \"title\": {\"text\": \"Balance (USD)\"}}, \"yaxis4\": {\"anchor\": \"x\", \"autorange\": false, \"domain\": [0.0, 0.25], \"fixedrange\": false, \"overlaying\": \"y3\", \"showgrid\": false, \"showspikes\": true, \"showticklabels\": true, \"side\": \"right\", \"spikecolor\": \"dimgray\", \"spikedash\": \"solid\", \"spikemode\": \"toaxis+across\", \"spikesnap\": \"data\", \"spikethickness\": 1.5, \"tickcolor\": \"dimgray\", \"tickfont\": {\"family\": \"arial, sans-selif\", \"size\": 10}, \"tickprefix\": \" \", \"title\": {\"text\": \"Volume\"}}},\n",
" {\"scrollZoom\": true, \"displayModeBar\": true, \"responsive\": true}\n",
" )\n",
" };\n",
" \n",
" </script>\n",
"</div>\n",
"</body>\n",
"</html>"
]
},
"metadata": {
"tags": []
}
}
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "5aeoLyOze_VW"
},
"source": [
"# 7.パラメータパターンを指定して詳細テスト\n",
"パラメータNo.を指定して再度詳細にバックテストを行います。"
]
},
{
"cell_type": "code",
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/",
"height": 80
},
"id": "nQePeVlTQeyD",
"outputId": "5215f11e-5fb9-459f-feaa-7134632bb65c"
},
"source": [
"DETAIL_TEST_NO = 155\n",
"\n",
"df_detail = du.Tool.filter_df(df_temp_params, column='no', min_value=DETAIL_TEST_NO, max_value=DETAIL_TEST_NO)\n",
"display(df_detail)"
],
"execution_count": 12,
"outputs": [
{
"output_type": "display_data",
"data": {
"text/html": [
"<div>\n",
"<style scoped>\n",
" .dataframe tbody tr th:only-of-type {\n",
" vertical-align: middle;\n",
" }\n",
"\n",
" .dataframe tbody tr th {\n",
" vertical-align: top;\n",
" }\n",
"\n",
" .dataframe thead th {\n",
" text-align: right;\n",
" }\n",
"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>no</th>\n",
" <th>leverage</th>\n",
" <th>entry_period</th>\n",
" <th>entry_ratio</th>\n",
" <th>exit_period</th>\n",
" <th>exit_ratio</th>\n",
" <th>start_balance</th>\n",
" <th>end_balance</th>\n",
" <th>balance_ratio</th>\n",
" <th>min_balance</th>\n",
" <th>margin_rate</th>\n",
" <th>unreal_loss_ratio</th>\n",
" <th>unreal_loss_time</th>\n",
" <th>alive</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>13</th>\n",
" <td>155</td>\n",
" <td>3.0</td>\n",
" <td>240</td>\n",
" <td>14.0</td>\n",
" <td>120</td>\n",
" <td>10.0</td>\n",
" <td>40000.0</td>\n",
" <td>707908.0</td>\n",
" <td>17.6977</td>\n",
" <td>30448</td>\n",
" <td>15.6258</td>\n",
" <td>-0.4542</td>\n",
" <td>2021/01/04 19:16:30</td>\n",
" <td>1</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"text/plain": [
" no leverage entry_period ... unreal_loss_ratio unreal_loss_time alive\n",
"13 155 3.0 240 ... -0.4542 2021/01/04 19:16:30 1\n",
"\n",
"[1 rows x 14 columns]"
]
},
"metadata": {
"tags": []
}
}
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "KE0lEtbofXh-"
},
"source": [
"### テスト実行"
]
},
{
"cell_type": "code",
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"id": "wjCKaVoag1CM",
"outputId": "e636e313-76c8-4f39-bab0-bfcf624a3ff1"
},
"source": [
"results = strategy(df_params.iloc[DETAIL_TEST_NO], df_ohlcv, is_return_detail=True)"
],
"execution_count": 13,
"outputs": [
{
"output_type": "stream",
"text": [
"Now initializing...\n",
"Completed initialize process.\n",
"[Start] time:1609027200.0 ltp:637.9 balance:62.70575325 [Fee] taker:0.075 maker:-0.025 fr:0\n",
"preset ticks period: 1609027200.0 - 1619222385.0 (448892)\n",
"Now terminating...\n",
"\n",
"[Result]\n",
" [Time ] 2020/12/27 09:00:00 - 2021/04/24 08:59:00\n",
" [Balance ] 62.7058 -> 327.4244 (+422.16%)\n",
" [Orders ] Total:170437 (Open:1 Executed:33 Canceled:170403)\n",
" [Position] Max Long:1,715,127.0 Max Short:0.0 Min Margin:1559.97%\n",
"\n",
"[Execution statistics] PF:0.00\n",
" [Total ] Count:33(Size:12,555,836.0) PnL:+262.5251 Avr:+7.9553 Price Range:+814.32\n",
" [Profit ] Count:11(100.00%) Sum:+262.5251 Avr:+23.8659 Max:+52.9559 MaxLen:11(+262.5251)\n",
" [Loss ] Count:0(0.00%) Sum:+0 Avr:+0 Max:+0 MaxLen:0(+0)\n",
" [Fee ] Trade:-2.1936 Funding:0.0\n",
" [Max risk]\n",
" Drawdown :0.00%(+0.0) 2021/01/04 17:40:30\n",
" Unrealised loss:-45.42%(-28.5026) 2021/01/04 19:16:30\n",
"\n",
"[Fiat balance]\n",
" [Start ] 40,000.0 (Balance:62.7058 Price:637.9)\n",
" [End ] 707,907.9 (Balance:327.4244 Price:2162.05)\n",
" [Result] 667,907.9 (+1,669.77%)\n",
"\n",
"[Fiat execution statistics] PF:6.28\n",
" [Total ] Count:33(Size:0) PnL:+644,150 Avr:+19,520.0 Price Range:+0\n",
" [Profit ] Count:18(56.25%) Sum:+766,135 Avr:+42,563.0 Max:+155,363 MaxLen:3(+29,576)\n",
" [Loss ] Count:14(43.75%) Sum:-121,985 Avr:-8,713.0 Max:-60,757 MaxLen:3(-6,810)\n",
" [Fee ] Trade:0 Funding:0\n",
" [Max risk]\n",
" Drawdown :-18.25%(-60,757) 2021/02/23 18:09:30\n",
" Unrealised loss:-45.42%(-25,296) 2021/01/04 19:16:30\n",
"\n",
"Completed terminate process.\n"
],
"name": "stdout"
}
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "K3Mkb9aHeEdP"
},
"source": [
"## 8. バックテスト結果をチャート化\n",
"バックテスト終了処理のresultsにはチャート作成向けデータが出力されます。<br>\n",
"このデータからチャート作成ツール「ChartCreator」を使用してテスト結果を可視化します。"
]
},
{
"cell_type": "code",
"metadata": {
"id": "lQK6ioPWRDeC"
},
"source": [
"dict_data = results['data']\n",
"dict_statistics = results['statistics']\n",
"dict_chart = results['chart']\n",
"dict_band = results['band']\n",
"\n",
"#-------------------------------------------------------------------------------\n",
"# レイアウトカスタマイズ\n",
"#-------------------------------------------------------------------------------\n",
"cc.initialize()\n",
"cc.settings['title'] = 'Detail chart'\n",
"\n",
"# X軸設定\n",
"cc.set_xaxis(start=0, end=0, is_unixtime=True)\n",
"\n",
"#-------------------------------------------------------------------------------\n",
"# メインチャート(ax:0)\n",
"#-------------------------------------------------------------------------------\n",
"ax_idx = 0\n",
"cc.add_subchart(ax=ax_idx, label='USD', grid=True)\n",
"\n",
"# DataUtilityを使用してOHLCVをダウンサンプリング(1m→1d)\n",
"df_resampled_ohlcv = du.Tool.downsample_ohlcv(df_ohlcv_1m, period='4H')\n",
"# ローソクバー設定(OHLCV)\n",
"cc.set_ohlcv_df(df_resampled_ohlcv)\n",
"# 買い注文ポイント設定\n",
"cc.set_marker(dict_chart['buy']['timestamp'], dict_chart['buy']['price'], ax=ax_idx, color='blue', size=20.0, mark='^', name='Buy')\n",
"# 売り注文ポイント設定\n",
"cc.set_marker(dict_chart['sell']['timestamp'], dict_chart['sell']['price'], ax=ax_idx, color='red', size=20.0, mark='v', name='Sell')\n",
"# 清算注文ポイント設定\n",
"if len(dict_chart['liquid']['timestamp']) > 0:\n",
" cc.set_marker(dict_chart['liquid']['timestamp'], dict_chart['liquid']['price'], ax=ax_idx, color='magenta', size=20.0, mark='D', name='Liquidation')\n",
"# 指値バンド設定\n",
"cc.set_band(dict_band['unixtime'], dict_band['exit'], dict_band['entry'],\n",
" ax=ax_idx, up_color='skyblue', down_color='red',\n",
" alpha=0.1, edge_width=0.5, edge_color='dimgray', line_mode='hv', name='Entry & Exit')\n",
"\n",
"#-------------------------------------------------------------------------------\n",
"# ポジション推移サブチャート(ax:1)\n",
"#-------------------------------------------------------------------------------\n",
"ax_idx += 1\n",
"cc.add_subchart(ax=ax_idx, label=\"Position\", grid=True)\n",
"\n",
"# ポジション設定\n",
"cc.set_band(dict_chart['position']['unixtime'], dict_chart['position']['size'], dict_chart['position']['zero'], ax=ax_idx, up_color='blue', down_color='red',\n",
" alpha=0.5, edge_width=1.0, edge_color='dimgray', line_mode='hv', name='Position')\n",
"\n",
"#-------------------------------------------------------------------------------\n",
"# 損益推移サブチャート(ax:2)\n",
"#-------------------------------------------------------------------------------\n",
"ax_idx += 1\n",
"cc.add_subchart(ax=ax_idx, label='PnL', grid=True)\n",
"\n",
"# フィアット損益計算\n",
"fiat_blc = dict_chart['pnl']['balance'].values * dict_chart['pnl']['price'].values\n",
"fiat_start = fiat_blc[0]\n",
"fiat_blc = fiat_blc - fiat_start\n",
"fiat_unrel_blc = dict_chart['pnl']['unrealised_balance'].values * dict_chart['pnl']['price'].values\n",
"fiat_unrel_blc = fiat_unrel_blc - fiat_start\n",
"df_org = pd.DataFrame({\n",
" 'unixtime' : dict_chart['pnl']['unixtime'],\n",
" 'pnl' : dict_chart['pnl']['pnl'],\n",
" 'unrealised_pnl': dict_chart['pnl']['unrealised_pnl'],\n",
" 'zero' : dict_chart['pnl']['zero'],\n",
" 'fiat_unrel_blc': fiat_unrel_blc,\n",
" 'fiat_blc' : fiat_blc,\n",
" })\n",
"# 間引き処理\n",
"df_temp = df_org.copy()\n",
"#du.Tool.set_unixtime_to_dateindex(df_temp)\n",
"#df_temp = df_temp.resample('1H').agg({\n",
"# 'unixtime' : 'first',\n",
"# 'pnl' : 'first',\n",
"# 'unrealised_pnl': 'first',\n",
"# 'zero' : 'first',\n",
"# 'fiat_unrel_blc': 'first',\n",
"# 'fiat_blc' : 'first',\n",
"# })\n",
"\n",
"# 損益設定\n",
"cc.set_line(df_temp['unixtime'], df_temp['unrealised_pnl'], ax=ax_idx, color='green', width=0.8, name='Unrealised')\n",
"cc.set_band(df_temp['unixtime'], df_temp['pnl'], df_temp['zero'],\n",
" ax=ax_idx, up_color='skyblue', down_color='red',\n",
" alpha=0.2, edge_width=1.0, edge_color='dimgray', name='PL')\n",
"\n",
"#-------------------------------------------------------------------------------\n",
"# フィアット損益推移サブチャート(ax:3)\n",
"#-------------------------------------------------------------------------------\n",
"ax_idx += 1\n",
"cc.add_subchart(ax=ax_idx, label='Fiat PnL', grid=True)\n",
"\n",
"# フィアット損益設定\n",
"cc.set_line(df_temp['unixtime'], df_temp['fiat_unrel_blc'], ax=ax_idx, color='green', width=0.8, name='Include unrealised')\n",
"cc.set_band(df_temp['unixtime'], df_temp['fiat_blc'], df_temp['zero'],\n",
" ax=ax_idx, up_color='orange', down_color='red',\n",
" alpha=0.2, edge_width=1.0, edge_color='dimgray', name='Balance')\n",
"\n",
"#-------------------------------------------------------------------------------\n",
"# チャート生成\n",
"#-------------------------------------------------------------------------------\n",
"file_path = './result/detail'\n",
"cc.create_chart(file_path + '.png', 'png')\n",
"#cc.create_chart(file_path + '.html', 'html')"
],
"execution_count": 14,
"outputs": []
},
{
"cell_type": "markdown",
"metadata": {
"id": "S0qf8G8nf7zl"
},
"source": [
"### チャート画像表示 (matplotlib)"
]
},
{
"cell_type": "code",
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/",
"height": 649
},
"id": "Lus--z0xRGB5",
"outputId": "787f52d6-ec0b-49c0-ced6-909b731eff46"
},
"source": [
"display_png(Image(file_path + '.png'))"
],
"execution_count": 15,
"outputs": [
{
"output_type": "display_data",
"data": {
"image/png": 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