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<!doctype html>
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<head>
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<title>Plugins - Freqtrade</title>
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Skip to content
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Freqtrade
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Plugins
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<nav class="md-search__options" aria-label="Search">
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<div class="md-search-result" data-md-component="search-result">
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Initializing search
</div>
<ol class="md-search-result__list" role="presentation"></ol>
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</nav>
</header>
<div class="md-container" data-md-component="container">
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<nav class="md-nav md-nav--primary" aria-label="Navigation" data-md-level="0">
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<a href=".." title="Freqtrade" class="md-nav__button md-logo" aria-label="Freqtrade" data-md-component="logo">
<img src="../images/logo.png" alt="logo">
</a>
Freqtrade
</label>
<ul class="md-nav__list" data-md-scrollfix>
<li class="md-nav__item">
<a href=".." class="md-nav__link">
<span class="md-ellipsis">
Home
</span>
</a>
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<li class="md-nav__item">
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<span class="md-ellipsis">
Quickstart with Docker
</span>
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<span class="md-ellipsis">
Installation
</span>
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</label>
<nav class="md-nav" data-md-level="1" aria-labelledby="__nav_3_label" aria-expanded="false">
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<span class="md-nav__icon md-icon"></span>
Installation
</label>
<ul class="md-nav__list" data-md-scrollfix>
<li class="md-nav__item">
<a href="../docker/" class="md-nav__link">
<span class="md-ellipsis">
Docker without docker-compose
</span>
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<a href="../installation/" class="md-nav__link">
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Linux/MacOS/Raspberry
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<a href="../windows_installation/" class="md-nav__link">
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Windows
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<li class="md-nav__item">
<a href="../bot-basics/" class="md-nav__link">
<span class="md-ellipsis">
Freqtrade Basics
</span>
</a>
</li>
<li class="md-nav__item">
<a href="../configuration/" class="md-nav__link">
<span class="md-ellipsis">
Configuration
</span>
</a>
</li>
<li class="md-nav__item">
<a href="../strategy-customization/" class="md-nav__link">
<span class="md-ellipsis">
Strategy Customization
</span>
</a>
</li>
<li class="md-nav__item">
<a href="../stoploss/" class="md-nav__link">
<span class="md-ellipsis">
Stoploss
</span>
</a>
</li>
<li class="md-nav__item">
<a href="../bot-usage/" class="md-nav__link">
<span class="md-ellipsis">
Start the bot
</span>
</a>
</li>
<li class="md-nav__item md-nav__item--nested">
<input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_9" >
<label class="md-nav__link" for="__nav_9" id="__nav_9_label" tabindex="0">
<span class="md-ellipsis">
Control the bot
</span>
<span class="md-nav__icon md-icon"></span>
</label>
<nav class="md-nav" data-md-level="1" aria-labelledby="__nav_9_label" aria-expanded="false">
<label class="md-nav__title" for="__nav_9">
<span class="md-nav__icon md-icon"></span>
Control the bot
</label>
<ul class="md-nav__list" data-md-scrollfix>
<li class="md-nav__item">
<a href="../telegram-usage/" class="md-nav__link">
<span class="md-ellipsis">
Telegram
</span>
</a>
</li>
<li class="md-nav__item">
<a href="../webhook-config/" class="md-nav__link">
<span class="md-ellipsis">
Web Hook
</span>
</a>
</li>
<li class="md-nav__item">
<a href="../rest-api/" class="md-nav__link">
<span class="md-ellipsis">
REST API
</span>
</a>
</li>
</ul>
</nav>
</li>
<li class="md-nav__item">
<a href="../data-download/" class="md-nav__link">
<span class="md-ellipsis">
Data Downloading
</span>
</a>
</li>
<li class="md-nav__item">
<a href="../backtesting/" class="md-nav__link">
<span class="md-ellipsis">
Backtesting
</span>
</a>
</li>
<li class="md-nav__item">
<a href="../hyperopt/" class="md-nav__link">
<span class="md-ellipsis">
Hyperopt
</span>
</a>
</li>
<li class="md-nav__item">
<a href="../edge/" class="md-nav__link">
<span class="md-ellipsis">
Edge Positioning
</span>
</a>
</li>
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<input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
<label class="md-nav__link md-nav__link--active" for="__toc">
<span class="md-ellipsis">
Plugins
</span>
<span class="md-nav__icon md-icon"></span>
</label>
<a href="./" class="md-nav__link md-nav__link--active">
<span class="md-ellipsis">
Plugins
</span>
</a>
<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
<label class="md-nav__title" for="__toc">
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Table of contents
</label>
<ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
<li class="md-nav__item">
<a href="#pairlists-and-pairlist-handlers" class="md-nav__link">
<span class="md-ellipsis">
Pairlists and Pairlist Handlers
</span>
</a>
<nav class="md-nav" aria-label="Pairlists and Pairlist Handlers">
<ul class="md-nav__list">
<li class="md-nav__item">
<a href="#available-pairlist-handlers" class="md-nav__link">
<span class="md-ellipsis">
Available Pairlist Handlers
</span>
</a>
<nav class="md-nav" aria-label="Available Pairlist Handlers">
<ul class="md-nav__list">
<li class="md-nav__item">
<a href="#static-pair-list" class="md-nav__link">
<span class="md-ellipsis">
Static Pair List
</span>
</a>
</li>
<li class="md-nav__item">
<a href="#volume-pair-list" class="md-nav__link">
<span class="md-ellipsis">
Volume Pair List
</span>
</a>
</li>
<li class="md-nav__item">
<a href="#agefilter" class="md-nav__link">
<span class="md-ellipsis">
AgeFilter
</span>
</a>
</li>
<li class="md-nav__item">
<a href="#performancefilter" class="md-nav__link">
<span class="md-ellipsis">
PerformanceFilter
</span>
</a>
</li>
<li class="md-nav__item">
<a href="#precisionfilter" class="md-nav__link">
<span class="md-ellipsis">
PrecisionFilter
</span>
</a>
</li>
<li class="md-nav__item">
<a href="#pricefilter" class="md-nav__link">
<span class="md-ellipsis">
PriceFilter
</span>
</a>
</li>
<li class="md-nav__item">
<a href="#shufflefilter" class="md-nav__link">
<span class="md-ellipsis">
ShuffleFilter
</span>
</a>
</li>
<li class="md-nav__item">
<a href="#spreadfilter" class="md-nav__link">
<span class="md-ellipsis">
SpreadFilter
</span>
</a>
</li>
<li class="md-nav__item">
<a href="#rangestabilityfilter" class="md-nav__link">
<span class="md-ellipsis">
RangeStabilityFilter
</span>
</a>
</li>
</ul>
</nav>
</li>
<li class="md-nav__item">
<a href="#full-example-of-pairlist-handlers" class="md-nav__link">
<span class="md-ellipsis">
Full example of Pairlist Handlers
</span>
</a>
</li>
</ul>
</nav>
</li>
<li class="md-nav__item">
<a href="#protections" class="md-nav__link">
<span class="md-ellipsis">
Protections
</span>
</a>
<nav class="md-nav" aria-label="Protections">
<ul class="md-nav__list">
<li class="md-nav__item">
<a href="#available-protections" class="md-nav__link">
<span class="md-ellipsis">
Available Protections
</span>
</a>
</li>
<li class="md-nav__item">
<a href="#common-settings-to-all-protections" class="md-nav__link">
<span class="md-ellipsis">
Common settings to all Protections
</span>
</a>
<nav class="md-nav" aria-label="Common settings to all Protections">
<ul class="md-nav__list">
<li class="md-nav__item">
<a href="#stoploss-guard" class="md-nav__link">
<span class="md-ellipsis">
Stoploss Guard
</span>
</a>
</li>
<li class="md-nav__item">
<a href="#maxdrawdown" class="md-nav__link">
<span class="md-ellipsis">
MaxDrawdown
</span>
</a>
</li>
<li class="md-nav__item">
<a href="#low-profit-pairs" class="md-nav__link">
<span class="md-ellipsis">
Low Profit Pairs
</span>
</a>
</li>
<li class="md-nav__item">
<a href="#cooldown-period" class="md-nav__link">
<span class="md-ellipsis">
Cooldown Period
</span>
</a>
</li>
</ul>
</nav>
</li>
<li class="md-nav__item">
<a href="#full-example-of-protections" class="md-nav__link">
<span class="md-ellipsis">
Full example of Protections
</span>
</a>
</li>
</ul>
</nav>
</li>
</ul>
</nav>
</li>
<li class="md-nav__item">
<a href="../utils/" class="md-nav__link">
<span class="md-ellipsis">
Utility Subcommands
</span>
</a>
</li>
<li class="md-nav__item">
<a href="../faq/" class="md-nav__link">
<span class="md-ellipsis">
FAQ
</span>
</a>
</li>
<li class="md-nav__item md-nav__item--nested">
<input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_17" >
<label class="md-nav__link" for="__nav_17" id="__nav_17_label" tabindex="0">
<span class="md-ellipsis">
Data Analysis
</span>
<span class="md-nav__icon md-icon"></span>
</label>
<nav class="md-nav" data-md-level="1" aria-labelledby="__nav_17_label" aria-expanded="false">
<label class="md-nav__title" for="__nav_17">
<span class="md-nav__icon md-icon"></span>
Data Analysis
</label>
<ul class="md-nav__list" data-md-scrollfix>
<li class="md-nav__item">
<a href="../data-analysis/" class="md-nav__link">
<span class="md-ellipsis">
Jupyter Notebooks
</span>
</a>
</li>
<li class="md-nav__item">
<a href="../strategy_analysis_example/" class="md-nav__link">
<span class="md-ellipsis">
Strategy analysis
</span>
</a>
</li>
<li class="md-nav__item">
<a href="../plotting/" class="md-nav__link">
<span class="md-ellipsis">
Plotting
</span>
</a>
</li>
</ul>
</nav>
</li>
<li class="md-nav__item">
<a href="../sql_cheatsheet/" class="md-nav__link">
<span class="md-ellipsis">
SQL Cheatsheet
</span>
</a>
</li>
<li class="md-nav__item">
<a href="../exchanges/" class="md-nav__link">
<span class="md-ellipsis">
Exchange-specific Notes
</span>
</a>
</li>
<li class="md-nav__item">
<a href="../advanced-setup/" class="md-nav__link">
<span class="md-ellipsis">
Advanced Post-installation Tasks
</span>
</a>
</li>
<li class="md-nav__item">
<a href="../strategy-advanced/" class="md-nav__link">
<span class="md-ellipsis">
Advanced Strategy
</span>
</a>
</li>
<li class="md-nav__item">
<a href="../advanced-hyperopt/" class="md-nav__link">
<span class="md-ellipsis">
Advanced Hyperopt
</span>
</a>
</li>
<li class="md-nav__item">
<a href="../sandbox-testing/" class="md-nav__link">
<span class="md-ellipsis">
Sandbox Testing
</span>
</a>
</li>
<li class="md-nav__item">
<a href="../updating/" class="md-nav__link">
<span class="md-ellipsis">
Updating Freqtrade
</span>
</a>
</li>
<li class="md-nav__item">
<a href="../deprecated/" class="md-nav__link">
<span class="md-ellipsis">
Deprecated Features
</span>
</a>
</li>
<li class="md-nav__item">
<a href="../developer/" class="md-nav__link">
<span class="md-ellipsis">
Contributors Guide
</span>
</a>
</li>
</ul>
</nav>
</div>
</div>
</div>
<div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
<div class="md-sidebar__scrollwrap">
<div class="md-sidebar__inner">
<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
<label class="md-nav__title" for="__toc">
<span class="md-nav__icon md-icon"></span>
Table of contents
</label>
<ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
<li class="md-nav__item">
<a href="#pairlists-and-pairlist-handlers" class="md-nav__link">
<span class="md-ellipsis">
Pairlists and Pairlist Handlers
</span>
</a>
<nav class="md-nav" aria-label="Pairlists and Pairlist Handlers">
<ul class="md-nav__list">
<li class="md-nav__item">
<a href="#available-pairlist-handlers" class="md-nav__link">
<span class="md-ellipsis">
Available Pairlist Handlers
</span>
</a>
<nav class="md-nav" aria-label="Available Pairlist Handlers">
<ul class="md-nav__list">
<li class="md-nav__item">
<a href="#static-pair-list" class="md-nav__link">
<span class="md-ellipsis">
Static Pair List
</span>
</a>
</li>
<li class="md-nav__item">
<a href="#volume-pair-list" class="md-nav__link">
<span class="md-ellipsis">
Volume Pair List
</span>
</a>
</li>
<li class="md-nav__item">
<a href="#agefilter" class="md-nav__link">
<span class="md-ellipsis">
AgeFilter
</span>
</a>
</li>
<li class="md-nav__item">
<a href="#performancefilter" class="md-nav__link">
<span class="md-ellipsis">
PerformanceFilter
</span>
</a>
</li>
<li class="md-nav__item">
<a href="#precisionfilter" class="md-nav__link">
<span class="md-ellipsis">
PrecisionFilter
</span>
</a>
</li>
<li class="md-nav__item">
<a href="#pricefilter" class="md-nav__link">
<span class="md-ellipsis">
PriceFilter
</span>
</a>
</li>
<li class="md-nav__item">
<a href="#shufflefilter" class="md-nav__link">
<span class="md-ellipsis">
ShuffleFilter
</span>
</a>
</li>
<li class="md-nav__item">
<a href="#spreadfilter" class="md-nav__link">
<span class="md-ellipsis">
SpreadFilter
</span>
</a>
</li>
<li class="md-nav__item">
<a href="#rangestabilityfilter" class="md-nav__link">
<span class="md-ellipsis">
RangeStabilityFilter
</span>
</a>
</li>
</ul>
</nav>
</li>
<li class="md-nav__item">
<a href="#full-example-of-pairlist-handlers" class="md-nav__link">
<span class="md-ellipsis">
Full example of Pairlist Handlers
</span>
</a>
</li>
</ul>
</nav>
</li>
<li class="md-nav__item">
<a href="#protections" class="md-nav__link">
<span class="md-ellipsis">
Protections
</span>
</a>
<nav class="md-nav" aria-label="Protections">
<ul class="md-nav__list">
<li class="md-nav__item">
<a href="#available-protections" class="md-nav__link">
<span class="md-ellipsis">
Available Protections
</span>
</a>
</li>
<li class="md-nav__item">
<a href="#common-settings-to-all-protections" class="md-nav__link">
<span class="md-ellipsis">
Common settings to all Protections
</span>
</a>
<nav class="md-nav" aria-label="Common settings to all Protections">
<ul class="md-nav__list">
<li class="md-nav__item">
<a href="#stoploss-guard" class="md-nav__link">
<span class="md-ellipsis">
Stoploss Guard
</span>
</a>
</li>
<li class="md-nav__item">
<a href="#maxdrawdown" class="md-nav__link">
<span class="md-ellipsis">
MaxDrawdown
</span>
</a>
</li>
<li class="md-nav__item">
<a href="#low-profit-pairs" class="md-nav__link">
<span class="md-ellipsis">
Low Profit Pairs
</span>
</a>
</li>
<li class="md-nav__item">
<a href="#cooldown-period" class="md-nav__link">
<span class="md-ellipsis">
Cooldown Period
</span>
</a>
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<li class="md-nav__item">
<a href="#full-example-of-protections" class="md-nav__link">
<span class="md-ellipsis">
Full example of Protections
</span>
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<div class="md-content" data-md-component="content">
<article class="md-content__inner md-typeset">
<h1 id="plugins">Plugins<a class="headerlink" href="#plugins" title="Permanent link">&para;</a></h1>
<h2 id="pairlists-and-pairlist-handlers">Pairlists and Pairlist Handlers<a class="headerlink" href="#pairlists-and-pairlist-handlers" title="Permanent link">&para;</a></h2>
<p>Pairlist Handlers define the list of pairs (pairlist) that the bot should trade. They are configured in the <code>pairlists</code> section of the configuration settings.</p>
<p>In your configuration, you can use Static Pairlist (defined by the <a href="#static-pair-list"><code>StaticPairList</code></a> Pairlist Handler) and Dynamic Pairlist (defined by the <a href="#volume-pair-list"><code>VolumePairList</code></a> Pairlist Handler).</p>
<p>Additionally, <a href="#agefilter"><code>AgeFilter</code></a>, <a href="#precisionfilter"><code>PrecisionFilter</code></a>, <a href="#pricefilter"><code>PriceFilter</code></a>, <a href="#shufflefilter"><code>ShuffleFilter</code></a> and <a href="#spreadfilter"><code>SpreadFilter</code></a> act as Pairlist Filters, removing certain pairs and/or moving their positions in the pairlist.</p>
<p>If multiple Pairlist Handlers are used, they are chained and a combination of all Pairlist Handlers forms the resulting pairlist the bot uses for trading and backtesting. Pairlist Handlers are executed in the sequence they are configured. You should always configure either <code>StaticPairList</code> or <code>VolumePairList</code> as the starting Pairlist Handler.</p>
<p>Inactive markets are always removed from the resulting pairlist. Explicitly blacklisted pairs (those in the <code>pair_blacklist</code> configuration setting) are also always removed from the resulting pairlist.</p>
<h3 id="available-pairlist-handlers">Available Pairlist Handlers<a class="headerlink" href="#available-pairlist-handlers" title="Permanent link">&para;</a></h3>
<ul>
<li><a href="#static-pair-list"><code>StaticPairList</code></a> (default, if not configured differently)</li>
<li><a href="#volume-pair-list"><code>VolumePairList</code></a></li>
<li><a href="#agefilter"><code>AgeFilter</code></a></li>
<li><a href="#performancefilter"><code>PerformanceFilter</code></a></li>
<li><a href="#precisionfilter"><code>PrecisionFilter</code></a></li>
<li><a href="#pricefilter"><code>PriceFilter</code></a></li>
<li><a href="#shufflefilter"><code>ShuffleFilter</code></a></li>
<li><a href="#spreadfilter"><code>SpreadFilter</code></a></li>
<li><a href="#rangestabilityfilter"><code>RangeStabilityFilter</code></a></li>
</ul>
<div class="admonition tip">
<p class="admonition-title">Testing pairlists</p>
<p>Pairlist configurations can be quite tricky to get right. Best use the <a href="../utils/#test-pairlist"><code>test-pairlist</code></a> utility sub-command to test your configuration quickly.</p>
</div>
<h4 id="static-pair-list">Static Pair List<a class="headerlink" href="#static-pair-list" title="Permanent link">&para;</a></h4>
<p>By default, the <code>StaticPairList</code> method is used, which uses a statically defined pair whitelist from the configuration.</p>
<p>It uses configuration from <code>exchange.pair_whitelist</code> and <code>exchange.pair_blacklist</code>.</p>
<div class="highlight"><pre><span></span><code><span class="nt">&quot;pairlists&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
<span class="w"> </span><span class="p">{</span><span class="nt">&quot;method&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;StaticPairList&quot;</span><span class="p">}</span>
<span class="w"> </span><span class="p">],</span>
</code></pre></div>
<p>By default, only currently enabled pairs are allowed.
To skip pair validation against active markets, set <code>"allow_inactive": true</code> within the <code>StaticPairList</code> configuration.
This can be useful for backtesting expired pairs (like quarterly spot-markets).
This option must be configured along with <code>exchange.skip_pair_validation</code> in the exchange configuration.</p>
<h4 id="volume-pair-list">Volume Pair List<a class="headerlink" href="#volume-pair-list" title="Permanent link">&para;</a></h4>
<p><code>VolumePairList</code> employs sorting/filtering of pairs by their trading volume. It selects <code>number_assets</code> top pairs with sorting based on the <code>sort_key</code> (which can only be <code>quoteVolume</code>).</p>
<p>When used in the chain of Pairlist Handlers in a non-leading position (after StaticPairList and other Pairlist Filters), <code>VolumePairList</code> considers outputs of previous Pairlist Handlers, adding its sorting/selection of the pairs by the trading volume.</p>
<p>When used on the leading position of the chain of Pairlist Handlers, it does not consider <code>pair_whitelist</code> configuration setting, but selects the top assets from all available markets (with matching stake-currency) on the exchange.</p>
<p>The <code>refresh_period</code> setting allows to define the period (in seconds), at which the pairlist will be refreshed. Defaults to 1800s (30 minutes).</p>
<p><code>VolumePairList</code> is based on the ticker data from exchange, as reported by the ccxt library:</p>
<ul>
<li>The <code>quoteVolume</code> is the amount of quote (stake) currency traded (bought or sold) in last 24 hours.</li>
</ul>
<div class="highlight"><pre><span></span><code><span class="nt">&quot;pairlists&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[{</span>
<span class="w"> </span><span class="nt">&quot;method&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VolumePairList&quot;</span><span class="p">,</span>
<span class="w"> </span><span class="nt">&quot;number_assets&quot;</span><span class="p">:</span><span class="w"> </span><span class="mi">20</span><span class="p">,</span>
<span class="w"> </span><span class="nt">&quot;sort_key&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;quoteVolume&quot;</span><span class="p">,</span>
<span class="w"> </span><span class="nt">&quot;refresh_period&quot;</span><span class="p">:</span><span class="w"> </span><span class="mi">1800</span>
<span class="p">}],</span>
</code></pre></div>
<div class="admonition note">
<p class="admonition-title">Note</p>
<p><code>VolumePairList</code> does not support backtesting mode.</p>
</div>
<h4 id="agefilter">AgeFilter<a class="headerlink" href="#agefilter" title="Permanent link">&para;</a></h4>
<p>Removes pairs that have been listed on the exchange for less than <code>min_days_listed</code> days (defaults to <code>10</code>).</p>
<p>When pairs are first listed on an exchange they can suffer huge price drops and volatility
in the first few days while the pair goes through its price-discovery period. Bots can often
be caught out buying before the pair has finished dropping in price.</p>
<p>This filter allows freqtrade to ignore pairs until they have been listed for at least <code>min_days_listed</code> days.</p>
<h4 id="performancefilter">PerformanceFilter<a class="headerlink" href="#performancefilter" title="Permanent link">&para;</a></h4>
<p>Sorts pairs by past trade performance, as follows:
1. Positive performance.
2. No closed trades yet.
3. Negative performance.</p>
<p>Trade count is used as a tie breaker.</p>
<div class="admonition note">
<p class="admonition-title">Note</p>
<p><code>PerformanceFilter</code> does not support backtesting mode.</p>
</div>
<h4 id="precisionfilter">PrecisionFilter<a class="headerlink" href="#precisionfilter" title="Permanent link">&para;</a></h4>
<p>Filters low-value coins which would not allow setting stoplosses.</p>
<h4 id="pricefilter">PriceFilter<a class="headerlink" href="#pricefilter" title="Permanent link">&para;</a></h4>
<p>The <code>PriceFilter</code> allows filtering of pairs by price. Currently the following price filters are supported:</p>
<ul>
<li><code>min_price</code></li>
<li><code>max_price</code></li>
<li><code>low_price_ratio</code></li>
</ul>
<p>The <code>min_price</code> setting removes pairs where the price is below the specified price. This is useful if you wish to avoid trading very low-priced pairs.
This option is disabled by default, and will only apply if set to &gt; 0.</p>
<p>The <code>max_price</code> setting removes pairs where the price is above the specified price. This is useful if you wish to trade only low-priced pairs.
This option is disabled by default, and will only apply if set to &gt; 0.</p>
<p>The <code>low_price_ratio</code> setting removes pairs where a raise of 1 price unit (pip) is above the <code>low_price_ratio</code> ratio.
This option is disabled by default, and will only apply if set to &gt; 0.</p>
<p>For <code>PriceFiler</code> at least one of its <code>min_price</code>, <code>max_price</code> or <code>low_price_ratio</code> settings must be applied.</p>
<p>Calculation example:</p>
<p>Min price precision for SHITCOIN/BTC is 8 decimals. If its price is 0.00000011 - one price step above would be 0.00000012, which is ~9% higher than the previous price value. You may filter out this pair by using PriceFilter with <code>low_price_ratio</code> set to 0.09 (9%) or with <code>min_price</code> set to 0.00000011, correspondingly.</p>
<div class="admonition warning">
<p class="admonition-title">Low priced pairs</p>
<p>Low priced pairs with high "1 pip movements" are dangerous since they are often illiquid and it may also be impossible to place the desired stoploss, which can often result in high losses since price needs to be rounded to the next tradable price - so instead of having a stoploss of -5%, you could end up with a stoploss of -9% simply due to price rounding.</p>
</div>
<h4 id="shufflefilter">ShuffleFilter<a class="headerlink" href="#shufflefilter" title="Permanent link">&para;</a></h4>
<p>Shuffles (randomizes) pairs in the pairlist. It can be used for preventing the bot from trading some of the pairs more frequently then others when you want all pairs be treated with the same priority.</p>
<div class="admonition tip">
<p class="admonition-title">Tip</p>
<p>You may set the <code>seed</code> value for this Pairlist to obtain reproducible results, which can be useful for repeated backtesting sessions. If <code>seed</code> is not set, the pairs are shuffled in the non-repeatable random order.</p>
</div>
<h4 id="spreadfilter">SpreadFilter<a class="headerlink" href="#spreadfilter" title="Permanent link">&para;</a></h4>
<p>Removes pairs that have a difference between asks and bids above the specified ratio, <code>max_spread_ratio</code> (defaults to <code>0.005</code>).</p>
<p>Example:</p>
<p>If <code>DOGE/BTC</code> maximum bid is 0.00000026 and minimum ask is 0.00000027, the ratio is calculated as: <code>1 - bid/ask ~= 0.037</code> which is <code>&gt; 0.005</code> and this pair will be filtered out.</p>
<h4 id="rangestabilityfilter">RangeStabilityFilter<a class="headerlink" href="#rangestabilityfilter" title="Permanent link">&para;</a></h4>
<p>Removes pairs where the difference between lowest low and highest high over <code>lookback_days</code> days is below <code>min_rate_of_change</code>. Since this is a filter that requires additional data, the results are cached for <code>refresh_period</code>.</p>
<p>In the below example:
If the trading range over the last 10 days is &lt;1%, remove the pair from the whitelist.</p>
<div class="highlight"><pre><span></span><code><span class="nt">&quot;pairlists&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
<span class="w"> </span><span class="p">{</span>
<span class="w"> </span><span class="nt">&quot;method&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RangeStabilityFilter&quot;</span><span class="p">,</span>
<span class="w"> </span><span class="nt">&quot;lookback_days&quot;</span><span class="p">:</span><span class="w"> </span><span class="mi">10</span><span class="p">,</span>
<span class="w"> </span><span class="nt">&quot;min_rate_of_change&quot;</span><span class="p">:</span><span class="w"> </span><span class="mf">0.01</span><span class="p">,</span>
<span class="w"> </span><span class="nt">&quot;refresh_period&quot;</span><span class="p">:</span><span class="w"> </span><span class="mi">1440</span>
<span class="w"> </span><span class="p">}</span>
<span class="p">]</span>
</code></pre></div>
<div class="admonition tip">
<p class="admonition-title">Tip</p>
<p>This Filter can be used to automatically remove stable coin pairs, which have a very low trading range, and are therefore extremely difficult to trade with profit.</p>
</div>
<h3 id="full-example-of-pairlist-handlers">Full example of Pairlist Handlers<a class="headerlink" href="#full-example-of-pairlist-handlers" title="Permanent link">&para;</a></h3>
<p>The below example blacklists <code>BNB/BTC</code>, uses <code>VolumePairList</code> with <code>20</code> assets, sorting pairs by <code>quoteVolume</code> and applies both <a href="#precisionfilter"><code>PrecisionFilter</code></a> and <a href="#price-filter"><code>PriceFilter</code></a>, filtering all assets where 1 price unit is &gt; 1%. Then the <code>SpreadFilter</code> is applied and pairs are finally shuffled with the random seed set to some predefined value.</p>
<div class="highlight"><pre><span></span><code><span class="nt">&quot;exchange&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
<span class="w"> </span><span class="nt">&quot;pair_whitelist&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[],</span>
<span class="w"> </span><span class="nt">&quot;pair_blacklist&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span><span class="s2">&quot;BNB/BTC&quot;</span><span class="p">]</span>
<span class="p">},</span>
<span class="nt">&quot;pairlists&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
<span class="w"> </span><span class="p">{</span>
<span class="w"> </span><span class="nt">&quot;method&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VolumePairList&quot;</span><span class="p">,</span>
<span class="w"> </span><span class="nt">&quot;number_assets&quot;</span><span class="p">:</span><span class="w"> </span><span class="mi">20</span><span class="p">,</span>
<span class="w"> </span><span class="nt">&quot;sort_key&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;quoteVolume&quot;</span><span class="p">,</span>
<span class="w"> </span><span class="p">},</span>
<span class="w"> </span><span class="p">{</span><span class="nt">&quot;method&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AgeFilter&quot;</span><span class="p">,</span><span class="w"> </span><span class="nt">&quot;min_days_listed&quot;</span><span class="p">:</span><span class="w"> </span><span class="mi">10</span><span class="p">},</span>
<span class="w"> </span><span class="p">{</span><span class="nt">&quot;method&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PrecisionFilter&quot;</span><span class="p">},</span>
<span class="w"> </span><span class="p">{</span><span class="nt">&quot;method&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PriceFilter&quot;</span><span class="p">,</span><span class="w"> </span><span class="nt">&quot;low_price_ratio&quot;</span><span class="p">:</span><span class="w"> </span><span class="mf">0.01</span><span class="p">},</span>
<span class="w"> </span><span class="p">{</span><span class="nt">&quot;method&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SpreadFilter&quot;</span><span class="p">,</span><span class="w"> </span><span class="nt">&quot;max_spread_ratio&quot;</span><span class="p">:</span><span class="w"> </span><span class="mf">0.005</span><span class="p">},</span>
<span class="w"> </span><span class="p">{</span>
<span class="w"> </span><span class="nt">&quot;method&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RangeStabilityFilter&quot;</span><span class="p">,</span>
<span class="w"> </span><span class="nt">&quot;lookback_days&quot;</span><span class="p">:</span><span class="w"> </span><span class="mi">10</span><span class="p">,</span>
<span class="w"> </span><span class="nt">&quot;min_rate_of_change&quot;</span><span class="p">:</span><span class="w"> </span><span class="mf">0.01</span><span class="p">,</span>
<span class="w"> </span><span class="nt">&quot;refresh_period&quot;</span><span class="p">:</span><span class="w"> </span><span class="mi">1440</span>
<span class="w"> </span><span class="p">},</span>
<span class="w"> </span><span class="p">{</span><span class="nt">&quot;method&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ShuffleFilter&quot;</span><span class="p">,</span><span class="w"> </span><span class="nt">&quot;seed&quot;</span><span class="p">:</span><span class="w"> </span><span class="mi">42</span><span class="p">}</span>
<span class="w"> </span><span class="p">],</span>
</code></pre></div>
<h2 id="protections">Protections<a class="headerlink" href="#protections" title="Permanent link">&para;</a></h2>
<div class="admonition warning">
<p class="admonition-title">Beta feature</p>
<p>This feature is still in it's testing phase. Should you notice something you think is wrong please let us know via Discord, Slack or via Github Issue.</p>
</div>
<p>Protections will protect your strategy from unexpected events and market conditions by temporarily stop trading for either one pair, or for all pairs.
All protection end times are rounded up to the next candle to avoid sudden, unexpected intra-candle buys.</p>
<div class="admonition note">
<p class="admonition-title">Note</p>
<p>Not all Protections will work for all strategies, and parameters will need to be tuned for your strategy to improve performance.</p>
</div>
<div class="admonition tip">
<p class="admonition-title">Tip</p>
<p>Each Protection can be configured multiple times with different parameters, to allow different levels of protection (short-term / long-term).</p>
</div>
<div class="admonition note">
<p class="admonition-title">Backtesting</p>
<p>Protections are supported by backtesting and hyperopt, but must be explicitly enabled by using the <code>--enable-protections</code> flag.</p>
</div>
<h3 id="available-protections">Available Protections<a class="headerlink" href="#available-protections" title="Permanent link">&para;</a></h3>
<ul>
<li><a href="#stoploss-guard"><code>StoplossGuard</code></a> Stop trading if a certain amount of stoploss occurred within a certain time window.</li>
<li><a href="#maxdrawdown"><code>MaxDrawdown</code></a> Stop trading if max-drawdown is reached.</li>
<li><a href="#low-profit-pairs"><code>LowProfitPairs</code></a> Lock pairs with low profits</li>
<li><a href="#cooldown-period"><code>CooldownPeriod</code></a> Don't enter a trade right after selling a trade.</li>
</ul>
<h3 id="common-settings-to-all-protections">Common settings to all Protections<a class="headerlink" href="#common-settings-to-all-protections" title="Permanent link">&para;</a></h3>
<table>
<thead>
<tr>
<th>Parameter</th>
<th>Description</th>
</tr>
</thead>
<tbody>
<tr>
<td><code>method</code></td>
<td>Protection name to use. <br> <strong>Datatype:</strong> String, selected from <a href="#available-protections">available Protections</a></td>
</tr>
<tr>
<td><code>stop_duration_candles</code></td>
<td>For how many candles should the lock be set? <br> <strong>Datatype:</strong> Positive integer (in candles)</td>
</tr>
<tr>
<td><code>stop_duration</code></td>
<td>how many minutes should protections be locked. <br>Cannot be used together with <code>stop_duration_candles</code>. <br> <strong>Datatype:</strong> Float (in minutes)</td>
</tr>
<tr>
<td><code>lookback_period_candles</code></td>
<td>Only trades that completed within the last <code>lookback_period_candles</code> candles will be considered. This setting may be ignored by some Protections. <br> <strong>Datatype:</strong> Positive integer (in candles).</td>
</tr>
<tr>
<td><code>lookback_period</code></td>
<td>Only trades that completed after <code>current_time - lookback_period</code> will be considered. <br>Cannot be used together with <code>lookback_period_candles</code>. <br>This setting may be ignored by some Protections. <br> <strong>Datatype:</strong> Float (in minutes)</td>
</tr>
<tr>
<td><code>trade_limit</code></td>
<td>Number of trades required at minimum (not used by all Protections). <br> <strong>Datatype:</strong> Positive integer</td>
</tr>
</tbody>
</table>
<div class="admonition note">
<p class="admonition-title">Durations</p>
<p>Durations (<code>stop_duration*</code> and <code>lookback_period*</code> can be defined in either minutes or candles).
For more flexibility when testing different timeframes, all below examples will use the "candle" definition.</p>
</div>
<h4 id="stoploss-guard">Stoploss Guard<a class="headerlink" href="#stoploss-guard" title="Permanent link">&para;</a></h4>
<p><code>StoplossGuard</code> selects all trades within <code>lookback_period</code>, and determines if the amount of trades that resulted in stoploss are above <code>trade_limit</code> - in which case trading will stop for <code>stop_duration</code>.
This applies across all pairs, unless <code>only_per_pair</code> is set to true, which will then only look at one pair at a time.</p>
<p>The below example stops trading for all pairs for 4 candles after the last trade if the bot hit stoploss 4 times within the last 24 candles.</p>
<div class="highlight"><pre><span></span><code><span class="nt">&quot;protections&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
<span class="w"> </span><span class="p">{</span>
<span class="w"> </span><span class="nt">&quot;method&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;StoplossGuard&quot;</span><span class="p">,</span>
<span class="w"> </span><span class="nt">&quot;lookback_period_candles&quot;</span><span class="p">:</span><span class="w"> </span><span class="mi">24</span><span class="p">,</span>
<span class="w"> </span><span class="nt">&quot;trade_limit&quot;</span><span class="p">:</span><span class="w"> </span><span class="mi">4</span><span class="p">,</span>
<span class="w"> </span><span class="nt">&quot;stop_duration_candles&quot;</span><span class="p">:</span><span class="w"> </span><span class="mi">4</span><span class="p">,</span>
<span class="w"> </span><span class="nt">&quot;only_per_pair&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
<span class="w"> </span><span class="p">}</span>
<span class="p">],</span>
</code></pre></div>
<div class="admonition note">
<p class="admonition-title">Note</p>
<p><code>StoplossGuard</code> considers all trades with the results <code>"stop_loss"</code> and <code>"trailing_stop_loss"</code> if the resulting profit was negative.
<code>trade_limit</code> and <code>lookback_period</code> will need to be tuned for your strategy.</p>
</div>
<h4 id="maxdrawdown">MaxDrawdown<a class="headerlink" href="#maxdrawdown" title="Permanent link">&para;</a></h4>
<p><code>MaxDrawdown</code> uses all trades within <code>lookback_period</code> (in minutes) to determine the maximum drawdown. If the drawdown is below <code>max_allowed_drawdown</code>, trading will stop for <code>stop_duration</code> (in minutes) after the last trade - assuming that the bot needs some time to let markets recover.</p>
<p>The below sample stops trading for 12 candles if max-drawdown is &gt; 20% considering all trades within the last 48 candles.</p>
<div class="highlight"><pre><span></span><code><span class="nt">&quot;protections&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
<span class="w"> </span><span class="p">{</span>
<span class="w"> </span><span class="nt">&quot;method&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MaxDrawdown&quot;</span><span class="p">,</span>
<span class="w"> </span><span class="nt">&quot;lookback_period_candles&quot;</span><span class="p">:</span><span class="w"> </span><span class="mi">48</span><span class="p">,</span>
<span class="w"> </span><span class="nt">&quot;trade_limit&quot;</span><span class="p">:</span><span class="w"> </span><span class="mi">20</span><span class="p">,</span>
<span class="w"> </span><span class="nt">&quot;stop_duration_candles&quot;</span><span class="p">:</span><span class="w"> </span><span class="mi">12</span><span class="p">,</span>
<span class="w"> </span><span class="nt">&quot;max_allowed_drawdown&quot;</span><span class="p">:</span><span class="w"> </span><span class="mf">0.2</span>
<span class="w"> </span><span class="p">},</span>
<span class="p">],</span>
</code></pre></div>
<h4 id="low-profit-pairs">Low Profit Pairs<a class="headerlink" href="#low-profit-pairs" title="Permanent link">&para;</a></h4>
<p><code>LowProfitPairs</code> uses all trades for a pair within <code>lookback_period</code> (in minutes) to determine the overall profit ratio.
If that ratio is below <code>required_profit</code>, that pair will be locked for <code>stop_duration</code> (in minutes).</p>
<p>The below example will stop trading a pair for 60 minutes if the pair does not have a required profit of 2% (and a minimum of 2 trades) within the last 6 candles.</p>
<div class="highlight"><pre><span></span><code><span class="nt">&quot;protections&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
<span class="w"> </span><span class="p">{</span>
<span class="w"> </span><span class="nt">&quot;method&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LowProfitPairs&quot;</span><span class="p">,</span>
<span class="w"> </span><span class="nt">&quot;lookback_period_candles&quot;</span><span class="p">:</span><span class="w"> </span><span class="mi">6</span><span class="p">,</span>
<span class="w"> </span><span class="nt">&quot;trade_limit&quot;</span><span class="p">:</span><span class="w"> </span><span class="mi">2</span><span class="p">,</span>
<span class="w"> </span><span class="nt">&quot;stop_duration&quot;</span><span class="p">:</span><span class="w"> </span><span class="mi">60</span><span class="p">,</span>
<span class="w"> </span><span class="nt">&quot;required_profit&quot;</span><span class="p">:</span><span class="w"> </span><span class="mf">0.02</span>
<span class="w"> </span><span class="p">}</span>
<span class="p">],</span>
</code></pre></div>
<h4 id="cooldown-period">Cooldown Period<a class="headerlink" href="#cooldown-period" title="Permanent link">&para;</a></h4>
<p><code>CooldownPeriod</code> locks a pair for <code>stop_duration</code> (in minutes) after selling, avoiding a re-entry for this pair for <code>stop_duration</code> minutes.</p>
<p>The below example will stop trading a pair for 2 candles after closing a trade, allowing this pair to "cool down".</p>
<div class="highlight"><pre><span></span><code><span class="nt">&quot;protections&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
<span class="w"> </span><span class="p">{</span>
<span class="w"> </span><span class="nt">&quot;method&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CooldownPeriod&quot;</span><span class="p">,</span>
<span class="w"> </span><span class="nt">&quot;stop_duration_candles&quot;</span><span class="p">:</span><span class="w"> </span><span class="mi">2</span>
<span class="w"> </span><span class="p">}</span>
<span class="p">],</span>
</code></pre></div>
<div class="admonition note">
<p class="admonition-title">Note</p>
<p>This Protection applies only at pair-level, and will never lock all pairs globally.
This Protection does not consider <code>lookback_period</code> as it only looks at the latest trade.</p>
</div>
<h3 id="full-example-of-protections">Full example of Protections<a class="headerlink" href="#full-example-of-protections" title="Permanent link">&para;</a></h3>
<p>All protections can be combined at will, also with different parameters, creating a increasing wall for under-performing pairs.
All protections are evaluated in the sequence they are defined.</p>
<p>The below example assumes a timeframe of 1 hour:</p>
<ul>
<li>Locks each pair after selling for an additional 5 candles (<code>CooldownPeriod</code>), giving other pairs a chance to get filled.</li>
<li>Stops trading for 4 hours (<code>4 * 1h candles</code>) if the last 2 days (<code>48 * 1h candles</code>) had 20 trades, which caused a max-drawdown of more than 20%. (<code>MaxDrawdown</code>).</li>
<li>Stops trading if more than 4 stoploss occur for all pairs within a 1 day (<code>24 * 1h candles</code>) limit (<code>StoplossGuard</code>).</li>
<li>Locks all pairs that had 4 Trades within the last 6 hours (<code>6 * 1h candles</code>) with a combined profit ratio of below 0.02 (&lt;2%) (<code>LowProfitPairs</code>).</li>
<li>Locks all pairs for 2 candles that had a profit of below 0.01 (&lt;1%) within the last 24h (<code>24 * 1h candles</code>), a minimum of 4 trades.</li>
</ul>
<div class="highlight"><pre><span></span><code><span class="nt">&quot;timeframe&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;1h&quot;</span><span class="p">,</span>
<span class="nt">&quot;protections&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
<span class="w"> </span><span class="p">{</span>
<span class="w"> </span><span class="nt">&quot;method&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CooldownPeriod&quot;</span><span class="p">,</span>
<span class="w"> </span><span class="nt">&quot;stop_duration_candles&quot;</span><span class="p">:</span><span class="w"> </span><span class="mi">5</span>
<span class="w"> </span><span class="p">},</span>
<span class="w"> </span><span class="p">{</span>
<span class="w"> </span><span class="nt">&quot;method&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MaxDrawdown&quot;</span><span class="p">,</span>
<span class="w"> </span><span class="nt">&quot;lookback_period_candles&quot;</span><span class="p">:</span><span class="w"> </span><span class="mi">48</span><span class="p">,</span>
<span class="w"> </span><span class="nt">&quot;trade_limit&quot;</span><span class="p">:</span><span class="w"> </span><span class="mi">20</span><span class="p">,</span>
<span class="w"> </span><span class="nt">&quot;stop_duration_candles&quot;</span><span class="p">:</span><span class="w"> </span><span class="mi">4</span><span class="p">,</span>
<span class="w"> </span><span class="nt">&quot;max_allowed_drawdown&quot;</span><span class="p">:</span><span class="w"> </span><span class="mf">0.2</span>
<span class="w"> </span><span class="p">},</span>
<span class="w"> </span><span class="p">{</span>
<span class="w"> </span><span class="nt">&quot;method&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;StoplossGuard&quot;</span><span class="p">,</span>
<span class="w"> </span><span class="nt">&quot;lookback_period_candles&quot;</span><span class="p">:</span><span class="w"> </span><span class="mi">24</span><span class="p">,</span>
<span class="w"> </span><span class="nt">&quot;trade_limit&quot;</span><span class="p">:</span><span class="w"> </span><span class="mi">4</span><span class="p">,</span>
<span class="w"> </span><span class="nt">&quot;stop_duration_candles&quot;</span><span class="p">:</span><span class="w"> </span><span class="mi">2</span><span class="p">,</span>
<span class="w"> </span><span class="nt">&quot;only_per_pair&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
<span class="w"> </span><span class="p">},</span>
<span class="w"> </span><span class="p">{</span>
<span class="w"> </span><span class="nt">&quot;method&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LowProfitPairs&quot;</span><span class="p">,</span>
<span class="w"> </span><span class="nt">&quot;lookback_period_candles&quot;</span><span class="p">:</span><span class="w"> </span><span class="mi">6</span><span class="p">,</span>
<span class="w"> </span><span class="nt">&quot;trade_limit&quot;</span><span class="p">:</span><span class="w"> </span><span class="mi">2</span><span class="p">,</span>
<span class="w"> </span><span class="nt">&quot;stop_duration_candles&quot;</span><span class="p">:</span><span class="w"> </span><span class="mi">60</span><span class="p">,</span>
<span class="w"> </span><span class="nt">&quot;required_profit&quot;</span><span class="p">:</span><span class="w"> </span><span class="mf">0.02</span>
<span class="w"> </span><span class="p">},</span>
<span class="w"> </span><span class="p">{</span>
<span class="w"> </span><span class="nt">&quot;method&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LowProfitPairs&quot;</span><span class="p">,</span>
<span class="w"> </span><span class="nt">&quot;lookback_period_candles&quot;</span><span class="p">:</span><span class="w"> </span><span class="mi">24</span><span class="p">,</span>
<span class="w"> </span><span class="nt">&quot;trade_limit&quot;</span><span class="p">:</span><span class="w"> </span><span class="mi">4</span><span class="p">,</span>
<span class="w"> </span><span class="nt">&quot;stop_duration_candles&quot;</span><span class="p">:</span><span class="w"> </span><span class="mi">2</span><span class="p">,</span>
<span class="w"> </span><span class="nt">&quot;required_profit&quot;</span><span class="p">:</span><span class="w"> </span><span class="mf">0.01</span>
<span class="w"> </span><span class="p">}</span>
<span class="w"> </span><span class="p">],</span>
</code></pre></div>
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