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Parameter table
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Feature engineering
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<a href="https://github.com/freqtrade/freqtrade/edit/develop/docs/sql_cheatsheet.md" title="Edit this page" class="md-content__button md-icon" rel="edit">
<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M10 20H6V4h7v5h5v3.1l2-2V8l-6-6H6c-1.1 0-2 .9-2 2v16c0 1.1.9 2 2 2h4zm10.2-7c.1 0 .3.1.4.2l1.3 1.3c.2.2.2.6 0 .8l-1 1-2.1-2.1 1-1c.1-.1.2-.2.4-.2m0 3.9L14.1 23H12v-2.1l6.1-6.1z"/></svg>
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<h1 id="sql-helper">SQL Helper<a class="headerlink" href="#sql-helper" title="Permanent link">&para;</a></h1>
<p>This page contains some help if you want to query your sqlite db.</p>
<div class="admonition tip">
<p class="admonition-title">Other Database systems</p>
<p>To use other Database Systems like PostgreSQL or MariaDB, you can use the same queries, but you need to use the respective client for the database system. <a href="../advanced-setup/#use-a-different-database-system">Click here</a> to learn how to setup a different database system with freqtrade.</p>
</div>
<div class="admonition warning">
<p class="admonition-title">Warning</p>
<p>If you are not familiar with SQL, you should be very careful when running queries on your database.<br />
Always make sure to have a backup of your database before running any queries.</p>
</div>
<h2 id="install-sqlite3">Install sqlite3<a class="headerlink" href="#install-sqlite3" title="Permanent link">&para;</a></h2>
<p>Sqlite3 is a terminal based sqlite application.
Feel free to use a visual Database editor like SqliteBrowser if you feel more comfortable with that.</p>
<h3 id="ubuntudebian-installation">Ubuntu/Debian installation<a class="headerlink" href="#ubuntudebian-installation" title="Permanent link">&para;</a></h3>
<div class="highlight"><pre><span></span><code>sudo<span class="w"> </span>apt-get<span class="w"> </span>install<span class="w"> </span>sqlite3
</code></pre></div>
<h3 id="using-sqlite3-via-docker">Using sqlite3 via docker<a class="headerlink" href="#using-sqlite3-via-docker" title="Permanent link">&para;</a></h3>
<p>The freqtrade docker image does contain sqlite3, so you can edit the database without having to install anything on the host system.</p>
<div class="highlight"><pre><span></span><code>docker<span class="w"> </span>compose<span class="w"> </span><span class="nb">exec</span><span class="w"> </span>freqtrade<span class="w"> </span>/bin/bash
sqlite3<span class="w"> </span>&lt;database-file&gt;.sqlite
</code></pre></div>
<h2 id="open-the-db">Open the DB<a class="headerlink" href="#open-the-db" title="Permanent link">&para;</a></h2>
<div class="highlight"><pre><span></span><code>sqlite3
.open<span class="w"> </span>&lt;filepath&gt;
</code></pre></div>
<h2 id="table-structure">Table structure<a class="headerlink" href="#table-structure" title="Permanent link">&para;</a></h2>
<h3 id="list-tables">List tables<a class="headerlink" href="#list-tables" title="Permanent link">&para;</a></h3>
<div class="highlight"><pre><span></span><code>.tables
</code></pre></div>
<h3 id="display-table-structure">Display table structure<a class="headerlink" href="#display-table-structure" title="Permanent link">&para;</a></h3>
<div class="highlight"><pre><span></span><code>.schema<span class="w"> </span>&lt;table_name&gt;
</code></pre></div>
<h3 id="get-all-trades-in-the-table">Get all trades in the table<a class="headerlink" href="#get-all-trades-in-the-table" title="Permanent link">&para;</a></h3>
<div class="highlight"><pre><span></span><code><span class="k">SELECT</span><span class="w"> </span><span class="o">*</span><span class="w"> </span><span class="k">FROM</span><span class="w"> </span><span class="n">trades</span><span class="p">;</span>
</code></pre></div>
<h2 id="destructive-queries">Destructive queries<a class="headerlink" href="#destructive-queries" title="Permanent link">&para;</a></h2>
<p>Queries that write to the database.
These queries should usually not be necessary as freqtrade tries to handle all database operations itself - or exposes them via API or telegram commands.</p>
<div class="admonition warning">
<p class="admonition-title">Warning</p>
<p>Please make sure you have a backup of your database before running any of the below queries.</p>
</div>
<div class="admonition danger">
<p class="admonition-title">Danger</p>
<p>You should also <strong>never</strong> run any writing query (<code>update</code>, <code>insert</code>, <code>delete</code>) while a bot is connected to the database.
This can and will lead to data corruption - most likely, without the possibility of recovery.</p>
</div>
<h3 id="fix-trade-still-open-after-a-manual-exit-on-the-exchange">Fix trade still open after a manual exit on the exchange<a class="headerlink" href="#fix-trade-still-open-after-a-manual-exit-on-the-exchange" title="Permanent link">&para;</a></h3>
<div class="admonition warning">
<p class="admonition-title">Warning</p>
<p>Manually selling a pair on the exchange will not be detected by the bot and it will try to sell anyway. Whenever possible, /forceexit <tradeid> should be used to accomplish the same thing.<br />
It is strongly advised to backup your database file before making any manual changes.</p>
</div>
<div class="admonition note">
<p class="admonition-title">Note</p>
<p>This should not be necessary after /forceexit, as force_exit orders are closed automatically by the bot on the next iteration.</p>
</div>
<div class="highlight"><pre><span></span><code><span class="k">UPDATE</span><span class="w"> </span><span class="n">trades</span>
<span class="k">SET</span><span class="w"> </span><span class="n">is_open</span><span class="o">=</span><span class="mi">0</span><span class="p">,</span>
<span class="w"> </span><span class="n">close_date</span><span class="o">=&lt;</span><span class="n">close_date</span><span class="o">&gt;</span><span class="p">,</span>
<span class="w"> </span><span class="n">close_rate</span><span class="o">=&lt;</span><span class="n">close_rate</span><span class="o">&gt;</span><span class="p">,</span>
<span class="w"> </span><span class="n">close_profit</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">close_rate</span><span class="w"> </span><span class="o">/</span><span class="w"> </span><span class="n">open_rate</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mi">1</span><span class="p">,</span>
<span class="w"> </span><span class="n">close_profit_abs</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">amount</span><span class="w"> </span><span class="o">*</span><span class="w"> </span><span class="o">&lt;</span><span class="n">close_rate</span><span class="o">&gt;</span><span class="w"> </span><span class="o">*</span><span class="w"> </span><span class="p">(</span><span class="mi">1</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">fee_close</span><span class="p">)</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="p">(</span><span class="n">amount</span><span class="w"> </span><span class="o">*</span><span class="w"> </span><span class="p">(</span><span class="n">open_rate</span><span class="w"> </span><span class="o">*</span><span class="w"> </span><span class="p">(</span><span class="mi">1</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">fee_open</span><span class="p">)))),</span>
<span class="w"> </span><span class="n">exit_reason</span><span class="o">=&lt;</span><span class="n">exit_reason</span><span class="o">&gt;</span>
<span class="k">WHERE</span><span class="w"> </span><span class="n">id</span><span class="o">=&lt;</span><span class="n">trade_ID_to_update</span><span class="o">&gt;</span><span class="p">;</span>
</code></pre></div>
<h4 id="example">Example<a class="headerlink" href="#example" title="Permanent link">&para;</a></h4>
<div class="highlight"><pre><span></span><code><span class="k">UPDATE</span><span class="w"> </span><span class="n">trades</span>
<span class="k">SET</span><span class="w"> </span><span class="n">is_open</span><span class="o">=</span><span class="mi">0</span><span class="p">,</span>
<span class="w"> </span><span class="n">close_date</span><span class="o">=</span><span class="s1">&#39;2020-06-20 03:08:45.103418&#39;</span><span class="p">,</span>
<span class="w"> </span><span class="n">close_rate</span><span class="o">=</span><span class="mi">0</span><span class="p">.</span><span class="mi">19638016</span><span class="p">,</span>
<span class="w"> </span><span class="n">close_profit</span><span class="o">=</span><span class="mi">0</span><span class="p">.</span><span class="mi">0496</span><span class="p">,</span>
<span class="w"> </span><span class="n">close_profit_abs</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">amount</span><span class="w"> </span><span class="o">*</span><span class="w"> </span><span class="mi">0</span><span class="p">.</span><span class="mi">19638016</span><span class="w"> </span><span class="o">*</span><span class="w"> </span><span class="p">(</span><span class="mi">1</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">fee_close</span><span class="p">)</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="p">(</span><span class="n">amount</span><span class="w"> </span><span class="o">*</span><span class="w"> </span><span class="p">(</span><span class="n">open_rate</span><span class="w"> </span><span class="o">*</span><span class="w"> </span><span class="p">(</span><span class="mi">1</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">fee_open</span><span class="p">)))),</span>
<span class="w"> </span><span class="n">exit_reason</span><span class="o">=</span><span class="s1">&#39;force_exit&#39;</span><span class="w"> </span>
<span class="k">WHERE</span><span class="w"> </span><span class="n">id</span><span class="o">=</span><span class="mi">31</span><span class="p">;</span>
</code></pre></div>
<h3 id="remove-trade-from-the-database">Remove trade from the database<a class="headerlink" href="#remove-trade-from-the-database" title="Permanent link">&para;</a></h3>
<div class="admonition tip">
<p class="admonition-title">Use RPC Methods to delete trades</p>
<p>Consider using <code>/delete &lt;tradeid&gt;</code> via telegram or rest API. That's the recommended way to deleting trades, as it will also remove the corresponding orders and custom data, and it will also trigger the necessary events in the bot to keep everything in sync.</p>
</div>
<p>If you'd still like to remove a trade from the database directly, you can use the below query.</p>
<div class="admonition danger">
<p class="admonition-title">Danger</p>
<p>Some systems (Ubuntu) disable foreign keys in their sqlite3 packaging. When using sqlite - please ensure that foreign keys are on by running <code>PRAGMA foreign_keys = ON</code> before the above query.</p>
</div>
<div class="highlight"><pre><span></span><code><span class="k">DELETE</span><span class="w"> </span><span class="k">FROM</span><span class="w"> </span><span class="n">trades</span><span class="w"> </span><span class="k">WHERE</span><span class="w"> </span><span class="n">id</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">&lt;</span><span class="n">tradeid</span><span class="o">&gt;</span><span class="p">;</span>
<span class="k">DELETE</span><span class="w"> </span><span class="k">FROM</span><span class="w"> </span><span class="n">orders</span><span class="w"> </span><span class="k">WHERE</span><span class="w"> </span><span class="n">ft_trade_id</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">&lt;</span><span class="n">tradeid</span><span class="o">&gt;</span><span class="p">;</span>
<span class="k">DELETE</span><span class="w"> </span><span class="k">FROM</span><span class="w"> </span><span class="n">trade_custom_data</span><span class="w"> </span><span class="k">WHERE</span><span class="w"> </span><span class="n">ft_trade_id</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">&lt;</span><span class="n">tradeid</span><span class="o">&gt;</span><span class="p">;</span>
<span class="k">DELETE</span><span class="w"> </span><span class="k">FROM</span><span class="w"> </span><span class="n">trades</span><span class="w"> </span><span class="k">WHERE</span><span class="w"> </span><span class="n">id</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">31</span><span class="p">;</span>
<span class="k">DELETE</span><span class="w"> </span><span class="k">FROM</span><span class="w"> </span><span class="n">orders</span><span class="w"> </span><span class="k">WHERE</span><span class="w"> </span><span class="n">ft_trade_id</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">31</span><span class="p">;</span>
<span class="k">DELETE</span><span class="w"> </span><span class="k">FROM</span><span class="w"> </span><span class="n">trade_custom_data</span><span class="w"> </span><span class="k">WHERE</span><span class="w"> </span><span class="n">ft_trade_id</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">31</span><span class="p">;</span>
</code></pre></div>
<div class="admonition warning">
<p class="admonition-title">Warning</p>
<p>This will remove the specified trade from the database. Please make sure you got the correct id and <strong>NEVER</strong> run this query without the <code>where</code> clause.</p>
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