Update data-analysis documentation to properly initialize configuration
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@@ -23,18 +23,19 @@
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"outputs": [],
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"source": [
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"from pathlib import Path\n",
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"from freqtrade.configuration import Configuration\n",
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"\n",
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"# Customize these according to your needs.\n",
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"\n",
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"# Initialize empty configuration object\n",
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"config = Configuration.from_files([])\n",
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"# Optionally, Use existing configuration file\n",
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"# config = Configuration.from_files([\"config.json\"])\n",
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"\n",
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"# Define some constants\n",
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"timeframe = \"5m\"\n",
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"config[\"ticker_interval\"] = \"5m\"\n",
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"# Name of the strategy class\n",
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"strategy_name = 'SampleStrategy'\n",
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"# Path to user data\n",
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"user_data_dir = Path('user_data')\n",
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"# Location of the strategy\n",
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"strategy_location = user_data_dir / 'strategies'\n",
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"# Location of the data\n",
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"data_location = Path(user_data_dir, 'data', 'binance')\n",
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"config[\"strategy\"] = \"SampleStrategy\"\n",
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"# Pair to analyze - Only use one pair here\n",
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"pair = \"BTC_USDT\""
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]
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@@ -48,8 +49,8 @@
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"# Load data using values set above\n",
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"from freqtrade.data.history import load_pair_history\n",
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"\n",
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"candles = load_pair_history(datadir=data_location,\n",
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" timeframe=timeframe,\n",
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"candles = load_pair_history(datadir=config[\"data_dir\"],\n",
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" timeframe=config[\"ticker_interval\"],\n",
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" pair=pair)\n",
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"\n",
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"# Confirm success\n",
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@@ -73,9 +74,7 @@
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"source": [
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"# Load strategy using values set above\n",
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"from freqtrade.resolvers import StrategyResolver\n",
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"strategy = StrategyResolver.load_strategy({'strategy': strategy_name,\n",
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" 'user_data_dir': user_data_dir,\n",
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" 'strategy_path': strategy_location})\n",
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"strategy = StrategyResolver.load_strategy(config)\n",
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"\n",
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"# Generate buy/sell signals using strategy\n",
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"df = strategy.analyze_ticker(candles, {'pair': pair})\n",
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@@ -137,7 +136,7 @@
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"from freqtrade.data.btanalysis import load_backtest_data\n",
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"\n",
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"# Load backtest results\n",
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"trades = load_backtest_data(user_data_dir / \"backtest_results/backtest-result.json\")\n",
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"trades = load_backtest_data(config[\"user_data_dir\"] / \"backtest_results/backtest-result.json\")\n",
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"\n",
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"# Show value-counts per pair\n",
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"trades.groupby(\"pair\")[\"sell_reason\"].value_counts()"
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