Add bot basics documentation
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docs/bot-basics.md
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# Freqtrade basics
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This page will try to teach you some basic concepts on how freqtrade works and operates.
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## Freqtrade terminology
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* Trade: Open position
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* Open Order: Order which is currently placed on the exchange, and is not yet complete.
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* Pair: Tradable pair, usually in the format of Quote/Base (e.g. XRP/USDT).
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* Timeframe: Candle length to use (e.g. `"5m"`, `"1h"`, ...).
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* Indicators: Technical indicators (SMA, EMA, RSI, ...).
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* Limit order: Limit orders which execute at the defined limit price or better.
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* Market order: Guaranteed to fill, may move price depending on the order size.
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## Fee handling
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All profit calculations of Freqtrade include fees. For Backtesting / Hyperopt / Dry-run modes, the exchange default fee is used (lowest tier on the exchange). For live operations, fees are used as applied by the exchange (this includes BNB rebates etc.).
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## Bot execution logic
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Starting freqtrade in dry-run or live mode (using `freqtrade trade`) will start the bot and start the bot iteration loop.
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By default, loop runs every few seconds (`internals.process_throttle_secs`) and does roughly the following in the following sequence:
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* Fetch open trades from persistence.
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* Calculate current list of tradable pairs.
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* Download ohlcv data for the pairlist including all [informative pairs](strategy-customization.md#get-data-for-non-tradeable-pairs)
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This step is only executed once per Candle to avoid unnecessary network traffic.
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* Call `bot_loop_start()` strategy callback.
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* Analyze strategy per pair.
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* Call `populate_indicators()`
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* Call `populate_buy_trend()`
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* Call `populate_sell_trend()`
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* Check timeouts for open orders.
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* Calls `check_buy_timeout()` strategy callback for open buy orders.
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* Calls `check_sell_timeout()` strategy callback for open sell orders.
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* Verifies existing positions and eventually places sell orders.
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* Considers stoploss, ROI and sell-signal.
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* Determine sell-price based on `ask_strategy` configuration setting.
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* Before a sell order is placed, `confirm_trade_exit()` strategy callback is called.
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* Check if trade-slots are still available (if `max_open_trades` is reached).
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* Verifies buy signal trying to enter new positions.
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* Determine buy-price based on `bid_strategy` configuration setting.
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* Before a buy order is placed, `confirm_trade_entry()` strategy callback is called.
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This loop will be repeated again and again until the bot is stopped.
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## Backtesting / Hyperopt execution logic
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[backtesting](backtesting.md) or [hyperopt](hyperopt.md) do only part of the above logic, since most of the trading operations are fully simulated.
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* Load historic data for configured pairlist.
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* Calculate indicators (calls `populate_indicators()`).
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* Calls `populate_buy_trend()` and `populate_sell_trend()`
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* Loops per candle simulating entry and exit points.
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* Generate backtest report output
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!!! Note
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Both Backtesting and Hyperopt include exchange default Fees in the calculation. Custom fees can be passed to backtesting / hyperopt by specifying the `--fee` argument.
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@ -498,8 +498,3 @@ After you run Hyperopt for the desired amount of epochs, you can later list all
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Once the optimized strategy has been implemented into your strategy, you should backtest this strategy to make sure everything is working as expected.
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Once the optimized strategy has been implemented into your strategy, you should backtest this strategy to make sure everything is working as expected.
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To achieve same results (number of trades, their durations, profit, etc.) than during Hyperopt, please use same set of arguments `--dmmp`/`--disable-max-market-positions` and `--eps`/`--enable-position-stacking` for Backtesting.
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To achieve same results (number of trades, their durations, profit, etc.) than during Hyperopt, please use same set of arguments `--dmmp`/`--disable-max-market-positions` and `--eps`/`--enable-position-stacking` for Backtesting.
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## Next Step
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Now you have a perfect bot and want to control it from Telegram. Your
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next step is to learn the [Telegram usage](telegram-usage.md).
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@ -1,7 +1,9 @@
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# Advanced Strategies
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# Advanced Strategies
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This page explains some advanced concepts available for strategies.
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This page explains some advanced concepts available for strategies.
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If you're just getting started, please be familiar with the methods described in the [Strategy Customization](strategy-customization.md) documentation first.
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If you're just getting started, please be familiar with the methods described in the [Strategy Customization](strategy-customization.md) documentation and with the [Freqtrade basics](bot-basics.md) first.
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[Freqtrade basics](bot-basics.md) describes in which sequence each method defined below is called, which can be helpful to understand which method to use.
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!!! Note
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!!! Note
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All callback methods described below should only be implemented in a strategy if they are also actively used.
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All callback methods described below should only be implemented in a strategy if they are also actively used.
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# Strategy Customization
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# Strategy Customization
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This page explains where to customize your strategies, and add new indicators.
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This page explains how to customize your strategies, and add new indicators.
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Please familiarize yourself with [Freqtrade basics](bot-basics.md) first.
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## Install a custom strategy file
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## Install a custom strategy file
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@ -385,6 +387,7 @@ if self.dp:
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```
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```
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#### *current_whitelist()*
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#### *current_whitelist()*
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Imagine you've developed a strategy that trades the `5m` timeframe using signals generated from a `1d` timeframe on the top 10 volume pairs by volume.
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Imagine you've developed a strategy that trades the `5m` timeframe using signals generated from a `1d` timeframe on the top 10 volume pairs by volume.
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The strategy might look something like this:
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The strategy might look something like this:
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@ -3,6 +3,7 @@ nav:
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- Home: index.md
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- Home: index.md
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- Installation Docker: docker.md
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- Installation Docker: docker.md
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- Installation: installation.md
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- Installation: installation.md
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- Freqtrade Basics: bot-basics.md
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- Configuration: configuration.md
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- Configuration: configuration.md
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- Strategy Customization: strategy-customization.md
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- Strategy Customization: strategy-customization.md
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- Stoploss: stoploss.md
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- Stoploss: stoploss.md
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