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OpenAPI interface
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Advanced API usage using JWT tokens
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Introduction
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Configuration
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Feature engineering
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Advanced Strategy
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FreqUI
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<h1 id="rest-api-frequi">REST API &amp; FreqUI<a class="headerlink" href="#rest-api-frequi" title="Permanent link">&para;</a></h1>
<h2 id="frequi">FreqUI<a class="headerlink" href="#frequi" title="Permanent link">&para;</a></h2>
<p>Freqtrade provides a builtin webserver, which can serve <a href="https://github.com/freqtrade/frequi">FreqUI</a>, the freqtrade UI.</p>
<p>By default, the UI is not included in the installation (except for docker images), and must be installed explicitly with <code>freqtrade install-ui</code>.
This same command can also be used to update freqUI, should there be a new release.</p>
<p>Once the bot is started in trade / dry-run mode (with <code>freqtrade trade</code>) - the UI will be available under the configured port below (usually <code>http://127.0.0.1:8080</code>).</p>
<div class="admonition info">
<p class="admonition-title">Alpha release</p>
<p>FreqUI is still considered an alpha release - if you encounter bugs or inconsistencies please open a <a href="https://github.com/freqtrade/frequi/issues/new/choose">FreqUI issue</a>.</p>
</div>
<div class="admonition note">
<p class="admonition-title">developers</p>
<p>Developers should not use this method, but instead use the method described in the <a href="https://github.com/freqtrade/frequi">freqUI repository</a> to get the source-code of freqUI.</p>
</div>
<h2 id="configuration">Configuration<a class="headerlink" href="#configuration" title="Permanent link">&para;</a></h2>
<p>Enable the rest API by adding the api_server section to your configuration and setting <code>api_server.enabled</code> to <code>true</code>.</p>
<p>Sample configuration:</p>
<div class="highlight"><pre><span></span><code><span class="w"> </span><span class="nt">&quot;api_server&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
<span class="w"> </span><span class="nt">&quot;enabled&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
<span class="w"> </span><span class="nt">&quot;listen_ip_address&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;127.0.0.1&quot;</span><span class="p">,</span>
<span class="w"> </span><span class="nt">&quot;listen_port&quot;</span><span class="p">:</span><span class="w"> </span><span class="mi">8080</span><span class="p">,</span>
<span class="w"> </span><span class="nt">&quot;verbosity&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;error&quot;</span><span class="p">,</span>
<span class="w"> </span><span class="nt">&quot;enable_openapi&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
<span class="w"> </span><span class="nt">&quot;jwt_secret_key&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;somethingrandom&quot;</span><span class="p">,</span>
<span class="w"> </span><span class="nt">&quot;CORS_origins&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[],</span>
<span class="w"> </span><span class="nt">&quot;username&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Freqtrader&quot;</span><span class="p">,</span>
<span class="w"> </span><span class="nt">&quot;password&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SuperSecret1!&quot;</span><span class="p">,</span>
<span class="w"> </span><span class="nt">&quot;ws_token&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;sercet_Ws_t0ken&quot;</span>
<span class="w"> </span><span class="p">},</span>
</code></pre></div>
<div class="admonition danger">
<p class="admonition-title">Security warning</p>
<p>By default, the configuration listens on localhost only (so it's not reachable from other systems). We strongly recommend to not expose this API to the internet and choose a strong, unique password, since others will potentially be able to control your bot.</p>
</div>
<details class="note">
<summary>API/UI Access on a remote servers</summary>
<p>If you're running on a VPS, you should consider using either a ssh tunnel, or setup a VPN (openVPN, wireguard) to connect to your bot.
This will ensure that freqUI is not directly exposed to the internet, which is not recommended for security reasons (freqUI does not support https out of the box).
Setup of these tools is not part of this tutorial, however many good tutorials can be found on the internet.</p>
</details>
<p>You can then access the API by going to <code>http://127.0.0.1:8080/api/v1/ping</code> in a browser to check if the API is running correctly.
This should return the response:</p>
<div class="highlight"><pre><span></span><code><span class="go">{&quot;status&quot;:&quot;pong&quot;}</span>
</code></pre></div>
<p>All other endpoints return sensitive info and require authentication and are therefore not available through a web browser.</p>
<h3 id="security">Security<a class="headerlink" href="#security" title="Permanent link">&para;</a></h3>
<p>To generate a secure password, best use a password manager, or use the below code.</p>
<div class="highlight"><pre><span></span><code><span class="kn">import</span> <span class="nn">secrets</span>
<span class="n">secrets</span><span class="o">.</span><span class="n">token_hex</span><span class="p">()</span>
</code></pre></div>
<div class="admonition hint">
<p class="admonition-title">JWT token</p>
<p>Use the same method to also generate a JWT secret key (<code>jwt_secret_key</code>).</p>
</div>
<div class="admonition danger">
<p class="admonition-title">Password selection</p>
<p>Please make sure to select a very strong, unique password to protect your bot from unauthorized access.
Also change <code>jwt_secret_key</code> to something random (no need to remember this, but it'll be used to encrypt your session, so it better be something unique!).</p>
</div>
<h3 id="configuration-with-docker">Configuration with docker<a class="headerlink" href="#configuration-with-docker" title="Permanent link">&para;</a></h3>
<p>If you run your bot using docker, you'll need to have the bot listen to incoming connections. The security is then handled by docker.</p>
<div class="highlight"><pre><span></span><code><span class="w"> </span><span class="nt">&quot;api_server&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
<span class="w"> </span><span class="nt">&quot;enabled&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
<span class="w"> </span><span class="nt">&quot;listen_ip_address&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;0.0.0.0&quot;</span><span class="p">,</span>
<span class="w"> </span><span class="nt">&quot;listen_port&quot;</span><span class="p">:</span><span class="w"> </span><span class="mi">8080</span><span class="p">,</span>
<span class="w"> </span><span class="nt">&quot;username&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Freqtrader&quot;</span><span class="p">,</span>
<span class="w"> </span><span class="nt">&quot;password&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SuperSecret1!&quot;</span><span class="p">,</span>
<span class="w"> </span><span class="c1">//...</span>
<span class="w"> </span><span class="p">},</span>
</code></pre></div>
<p>Make sure that the following 2 lines are available in your docker-compose file:</p>
<div class="highlight"><pre><span></span><code> ports:
- &quot;127.0.0.1:8080:8080&quot;
</code></pre></div>
<div class="admonition danger">
<p class="admonition-title">Security warning</p>
<p>By using <code>8080:8080</code> in the docker port mapping, the API will be available to everyone connecting to the server under the correct port, so others may be able to control your bot.</p>
</div>
<h2 id="rest-api">Rest API<a class="headerlink" href="#rest-api" title="Permanent link">&para;</a></h2>
<h3 id="consuming-the-api">Consuming the API<a class="headerlink" href="#consuming-the-api" title="Permanent link">&para;</a></h3>
<p>You can consume the API by using the script <code>scripts/rest_client.py</code>.
The client script only requires the <code>requests</code> module, so Freqtrade does not need to be installed on the system.</p>
<div class="highlight"><pre><span></span><code>python3<span class="w"> </span>scripts/rest_client.py<span class="w"> </span>&lt;command&gt;<span class="w"> </span><span class="o">[</span>optional<span class="w"> </span>parameters<span class="o">]</span>
</code></pre></div>
<p>By default, the script assumes <code>127.0.0.1</code> (localhost) and port <code>8080</code> to be used, however you can specify a configuration file to override this behaviour.</p>
<h4 id="minimalistic-client-config">Minimalistic client config<a class="headerlink" href="#minimalistic-client-config" title="Permanent link">&para;</a></h4>
<div class="highlight"><pre><span></span><code><span class="p">{</span>
<span class="w"> </span><span class="nt">&quot;api_server&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
<span class="w"> </span><span class="nt">&quot;enabled&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
<span class="w"> </span><span class="nt">&quot;listen_ip_address&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;0.0.0.0&quot;</span><span class="p">,</span>
<span class="w"> </span><span class="nt">&quot;listen_port&quot;</span><span class="p">:</span><span class="w"> </span><span class="mi">8080</span><span class="p">,</span>
<span class="w"> </span><span class="nt">&quot;username&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Freqtrader&quot;</span><span class="p">,</span>
<span class="w"> </span><span class="nt">&quot;password&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SuperSecret1!&quot;</span><span class="p">,</span>
<span class="w"> </span><span class="c1">//...</span>
<span class="w"> </span><span class="p">}</span>
<span class="p">}</span>
</code></pre></div>
<div class="highlight"><pre><span></span><code>python3<span class="w"> </span>scripts/rest_client.py<span class="w"> </span>--config<span class="w"> </span>rest_config.json<span class="w"> </span>&lt;command&gt;<span class="w"> </span><span class="o">[</span>optional<span class="w"> </span>parameters<span class="o">]</span>
</code></pre></div>
<h3 id="available-endpoints">Available endpoints<a class="headerlink" href="#available-endpoints" title="Permanent link">&para;</a></h3>
<table>
<thead>
<tr>
<th>Command</th>
<th>Description</th>
</tr>
</thead>
<tbody>
<tr>
<td><code>ping</code></td>
<td>Simple command testing the API Readiness - requires no authentication.</td>
</tr>
<tr>
<td><code>start</code></td>
<td>Starts the trader.</td>
</tr>
<tr>
<td><code>stop</code></td>
<td>Stops the trader.</td>
</tr>
<tr>
<td><code>stopbuy</code></td>
<td>Stops the trader from opening new trades. Gracefully closes open trades according to their rules.</td>
</tr>
<tr>
<td><code>reload_config</code></td>
<td>Reloads the configuration file.</td>
</tr>
<tr>
<td><code>trades</code></td>
<td>List last trades. Limited to 500 trades per call.</td>
</tr>
<tr>
<td><code>trade/&lt;tradeid&gt;</code></td>
<td>Get specific trade.</td>
</tr>
<tr>
<td><code>delete_trade &lt;trade_id&gt;</code></td>
<td>Remove trade from the database. Tries to close open orders. Requires manual handling of this trade on the exchange.</td>
</tr>
<tr>
<td><code>show_config</code></td>
<td>Shows part of the current configuration with relevant settings to operation.</td>
</tr>
<tr>
<td><code>logs</code></td>
<td>Shows last log messages.</td>
</tr>
<tr>
<td><code>status</code></td>
<td>Lists all open trades.</td>
</tr>
<tr>
<td><code>count</code></td>
<td>Displays number of trades used and available.</td>
</tr>
<tr>
<td><code>locks</code></td>
<td>Displays currently locked pairs.</td>
</tr>
<tr>
<td><code>delete_lock &lt;lock_id&gt;</code></td>
<td>Deletes (disables) the lock by id.</td>
</tr>
<tr>
<td><code>profit</code></td>
<td>Display a summary of your profit/loss from close trades and some stats about your performance.</td>
</tr>
<tr>
<td><code>forceexit &lt;trade_id&gt;</code></td>
<td>Instantly exits the given trade (Ignoring <code>minimum_roi</code>).</td>
</tr>
<tr>
<td><code>forceexit all</code></td>
<td>Instantly exits all open trades (Ignoring <code>minimum_roi</code>).</td>
</tr>
<tr>
<td><code>forceenter &lt;pair&gt; [rate]</code></td>
<td>Instantly enters the given pair. Rate is optional. (<code>force_entry_enable</code> must be set to True)</td>
</tr>
<tr>
<td><code>forceenter &lt;pair&gt; &lt;side&gt; [rate]</code></td>
<td>Instantly longs or shorts the given pair. Rate is optional. (<code>force_entry_enable</code> must be set to True)</td>
</tr>
<tr>
<td><code>performance</code></td>
<td>Show performance of each finished trade grouped by pair.</td>
</tr>
<tr>
<td><code>balance</code></td>
<td>Show account balance per currency.</td>
</tr>
<tr>
<td><code>daily &lt;n&gt;</code></td>
<td>Shows profit or loss per day, over the last n days (n defaults to 7).</td>
</tr>
<tr>
<td><code>stats</code></td>
<td>Display a summary of profit / loss reasons as well as average holding times.</td>
</tr>
<tr>
<td><code>whitelist</code></td>
<td>Show the current whitelist.</td>
</tr>
<tr>
<td><code>blacklist [pair]</code></td>
<td>Show the current blacklist, or adds a pair to the blacklist.</td>
</tr>
<tr>
<td><code>edge</code></td>
<td>Show validated pairs by Edge if it is enabled.</td>
</tr>
<tr>
<td><code>pair_candles</code></td>
<td>Returns dataframe for a pair / timeframe combination while the bot is running. <strong>Alpha</strong></td>
</tr>
<tr>
<td><code>pair_history</code></td>
<td>Returns an analyzed dataframe for a given timerange, analyzed by a given strategy. <strong>Alpha</strong></td>
</tr>
<tr>
<td><code>plot_config</code></td>
<td>Get plot config from the strategy (or nothing if not configured). <strong>Alpha</strong></td>
</tr>
<tr>
<td><code>strategies</code></td>
<td>List strategies in strategy directory. <strong>Alpha</strong></td>
</tr>
<tr>
<td><code>strategy &lt;strategy&gt;</code></td>
<td>Get specific Strategy content. <strong>Alpha</strong></td>
</tr>
<tr>
<td><code>available_pairs</code></td>
<td>List available backtest data. <strong>Alpha</strong></td>
</tr>
<tr>
<td><code>version</code></td>
<td>Show version.</td>
</tr>
<tr>
<td><code>sysinfo</code></td>
<td>Show informations about the system load.</td>
</tr>
<tr>
<td><code>health</code></td>
<td>Show bot health (last bot loop).</td>
</tr>
</tbody>
</table>
<div class="admonition warning">
<p class="admonition-title">Alpha status</p>
<p>Endpoints labeled with <em>Alpha status</em> above may change at any time without notice.</p>
</div>
<p>Possible commands can be listed from the rest-client script using the <code>help</code> command.</p>
<div class="highlight"><pre><span></span><code>python3<span class="w"> </span>scripts/rest_client.py<span class="w"> </span><span class="nb">help</span>
</code></pre></div>
<div class="highlight"><pre><span></span><code><span class="go">Possible commands:</span>
<span class="go">available_pairs</span>
<span class="go"> Return available pair (backtest data) based on timeframe / stake_currency selection</span>
<span class="go"> :param timeframe: Only pairs with this timeframe available.</span>
<span class="go"> :param stake_currency: Only pairs that include this timeframe</span>
<span class="go">balance</span>
<span class="go"> Get the account balance.</span>
<span class="go">blacklist</span>
<span class="go"> Show the current blacklist.</span>
<span class="go"> :param add: List of coins to add (example: &quot;BNB/BTC&quot;)</span>
<span class="go">count</span>
<span class="go"> Return the amount of open trades.</span>
<span class="go">daily</span>
<span class="go"> Return the profits for each day, and amount of trades.</span>
<span class="go">delete_lock</span>
<span class="go"> Delete (disable) lock from the database.</span>
<span class="go"> :param lock_id: ID for the lock to delete</span>
<span class="go">delete_trade</span>
<span class="go"> Delete trade from the database.</span>
<span class="go"> Tries to close open orders. Requires manual handling of this asset on the exchange.</span>
<span class="go"> :param trade_id: Deletes the trade with this ID from the database.</span>
<span class="go">edge</span>
<span class="go"> Return information about edge.</span>
<span class="go">forcebuy</span>
<span class="go"> Buy an asset.</span>
<span class="go"> :param pair: Pair to buy (ETH/BTC)</span>
<span class="go"> :param price: Optional - price to buy</span>
<span class="go">forceenter</span>
<span class="go"> Force entering a trade</span>
<span class="go"> :param pair: Pair to buy (ETH/BTC)</span>
<span class="go"> :param side: &#39;long&#39; or &#39;short&#39;</span>
<span class="go"> :param price: Optional - price to buy</span>
<span class="go">forceexit</span>
<span class="go"> Force-exit a trade.</span>
<span class="go"> :param tradeid: Id of the trade (can be received via status command)</span>
<span class="go"> :param ordertype: Order type to use (must be market or limit)</span>
<span class="go"> :param amount: Amount to sell. Full sell if not given</span>
<span class="go">health</span>
<span class="go"> Provides a quick health check of the running bot.</span>
<span class="go">locks</span>
<span class="go"> Return current locks</span>
<span class="go">logs</span>
<span class="go"> Show latest logs.</span>
<span class="go"> :param limit: Limits log messages to the last &lt;limit&gt; logs. No limit to get the entire log.</span>
<span class="go">pair_candles</span>
<span class="go"> Return live dataframe for &lt;pair&gt;&lt;timeframe&gt;.</span>
<span class="go"> :param pair: Pair to get data for</span>
<span class="go"> :param timeframe: Only pairs with this timeframe available.</span>
<span class="go"> :param limit: Limit result to the last n candles.</span>
<span class="go">pair_history</span>
<span class="go"> Return historic, analyzed dataframe</span>
<span class="go"> :param pair: Pair to get data for</span>
<span class="go"> :param timeframe: Only pairs with this timeframe available.</span>
<span class="go"> :param strategy: Strategy to analyze and get values for</span>
<span class="go"> :param timerange: Timerange to get data for (same format than --timerange endpoints)</span>
<span class="go">performance</span>
<span class="go"> Return the performance of the different coins.</span>
<span class="go">ping</span>
<span class="go"> simple ping</span>
<span class="go">plot_config</span>
<span class="go"> Return plot configuration if the strategy defines one.</span>
<span class="go">profit</span>
<span class="go"> Return the profit summary.</span>
<span class="go">reload_config</span>
<span class="go"> Reload configuration.</span>
<span class="go">show_config</span>
<span class="go"> Returns part of the configuration, relevant for trading operations.</span>
<span class="go">start</span>
<span class="go"> Start the bot if it&#39;s in the stopped state.</span>
<span class="go">stats</span>
<span class="go"> Return the stats report (durations, sell-reasons).</span>
<span class="go">status</span>
<span class="go"> Get the status of open trades.</span>
<span class="go">stop</span>
<span class="go"> Stop the bot. Use `start` to restart.</span>
<span class="go">stopbuy</span>
<span class="go"> Stop buying (but handle sells gracefully). Use `reload_config` to reset.</span>
<span class="go">strategies</span>
<span class="go"> Lists available strategies</span>
<span class="go">strategy</span>
<span class="go"> Get strategy details</span>
<span class="go"> :param strategy: Strategy class name</span>
<span class="go">sysinfo</span>
<span class="go"> Provides system information (CPU, RAM usage)</span>
<span class="go">trade</span>
<span class="go"> Return specific trade</span>
<span class="go"> :param trade_id: Specify which trade to get.</span>
<span class="go">trades</span>
<span class="go"> Return trades history, sorted by id</span>
<span class="go"> :param limit: Limits trades to the X last trades. Max 500 trades.</span>
<span class="go"> :param offset: Offset by this amount of trades.</span>
<span class="go">version</span>
<span class="go"> Return the version of the bot.</span>
<span class="go">whitelist</span>
<span class="go"> Show the current whitelist.</span>
</code></pre></div>
<h3 id="message-websocket">Message WebSocket<a class="headerlink" href="#message-websocket" title="Permanent link">&para;</a></h3>
<p>The API Server includes a websocket endpoint for subscribing to RPC messages from the freqtrade Bot.
This can be used to consume real-time data from your bot, such as entry/exit fill messages, whitelist changes, populated indicators for pairs, and more.</p>
<p>This is also used to setup <a href="../producer-consumer/">Producer/Consumer mode</a> in Freqtrade.</p>
<p>Assuming your rest API is set to <code>127.0.0.1</code> on port <code>8080</code>, the endpoint is available at <code>http://localhost:8080/api/v1/message/ws</code>.</p>
<p>To access the websocket endpoint, the <code>ws_token</code> is required as a query parameter in the endpoint URL.</p>
<p>To generate a safe <code>ws_token</code> you can run the following code:</p>
<div class="highlight"><pre><span></span><code><span class="o">&gt;&gt;&gt;</span> <span class="kn">import</span> <span class="nn">secrets</span>
<span class="o">&gt;&gt;&gt;</span> <span class="n">secrets</span><span class="o">.</span><span class="n">token_urlsafe</span><span class="p">(</span><span class="mi">25</span><span class="p">)</span>
<span class="s1">&#39;hZ-y58LXyX_HZ8O1cJzVyN6ePWrLpNQv4Q&#39;</span>
</code></pre></div>
<p>You would then add that token under <code>ws_token</code> in your <code>api_server</code> config. Like so:</p>
<div class="highlight"><pre><span></span><code><span class="nt">&quot;api_server&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
<span class="w"> </span><span class="nt">&quot;enabled&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
<span class="w"> </span><span class="nt">&quot;listen_ip_address&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;127.0.0.1&quot;</span><span class="p">,</span>
<span class="w"> </span><span class="nt">&quot;listen_port&quot;</span><span class="p">:</span><span class="w"> </span><span class="mi">8080</span><span class="p">,</span>
<span class="w"> </span><span class="nt">&quot;verbosity&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;error&quot;</span><span class="p">,</span>
<span class="w"> </span><span class="nt">&quot;enable_openapi&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
<span class="w"> </span><span class="nt">&quot;jwt_secret_key&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;somethingrandom&quot;</span><span class="p">,</span>
<span class="w"> </span><span class="nt">&quot;CORS_origins&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[],</span>
<span class="w"> </span><span class="nt">&quot;username&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Freqtrader&quot;</span><span class="p">,</span>
<span class="w"> </span><span class="nt">&quot;password&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SuperSecret1!&quot;</span><span class="p">,</span>
<span class="w"> </span><span class="nt">&quot;ws_token&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;hZ-y58LXyX_HZ8O1cJzVyN6ePWrLpNQv4Q&quot;</span><span class="w"> </span><span class="c1">// &lt;-----</span>
<span class="p">},</span>
</code></pre></div>
<p>You can now connect to the endpoint at <code>http://localhost:8080/api/v1/message/ws?token=hZ-y58LXyX_HZ8O1cJzVyN6ePWrLpNQv4Q</code>.</p>
<div class="admonition danger">
<p class="admonition-title">Reuse of example tokens</p>
<p>Please do not use the above example token. To make sure you are secure, generate a completely new token.</p>
</div>
<h4 id="using-the-websocket">Using the WebSocket<a class="headerlink" href="#using-the-websocket" title="Permanent link">&para;</a></h4>
<p>Once connected to the WebSocket, the bot will broadcast RPC messages to anyone who is subscribed to them. To subscribe to a list of messages, you must send a JSON request through the WebSocket like the one below. The <code>data</code> key must be a list of message type strings.</p>
<div class="highlight"><pre><span></span><code><span class="p">{</span>
<span class="w"> </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;subscribe&quot;</span><span class="p">,</span>
<span class="w"> </span><span class="nt">&quot;data&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span><span class="s2">&quot;whitelist&quot;</span><span class="p">,</span><span class="w"> </span><span class="s2">&quot;analyzed_df&quot;</span><span class="p">]</span><span class="w"> </span><span class="c1">// A list of string message types</span>
<span class="p">}</span>
</code></pre></div>
<p>For a list of message types, please refer to the RPCMessageType enum in <code>freqtrade/enums/rpcmessagetype.py</code></p>
<p>Now anytime those types of RPC messages are sent in the bot, you will receive them through the WebSocket as long as the connection is active. They typically take the same form as the request:</p>
<div class="highlight"><pre><span></span><code><span class="p">{</span>
<span class="w"> </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;analyzed_df&quot;</span><span class="p">,</span>
<span class="w"> </span><span class="nt">&quot;data&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
<span class="w"> </span><span class="nt">&quot;key&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span><span class="s2">&quot;NEO/BTC&quot;</span><span class="p">,</span><span class="w"> </span><span class="s2">&quot;5m&quot;</span><span class="p">,</span><span class="w"> </span><span class="s2">&quot;spot&quot;</span><span class="p">],</span>
<span class="w"> </span><span class="nt">&quot;df&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span><span class="w"> </span><span class="c1">// The dataframe</span>
<span class="w"> </span><span class="nt">&quot;la&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;2022-09-08 22:14:41.457786+00:00&quot;</span>
<span class="w"> </span><span class="p">}</span>
<span class="p">}</span>
</code></pre></div>
<h3 id="openapi-interface">OpenAPI interface<a class="headerlink" href="#openapi-interface" title="Permanent link">&para;</a></h3>
<p>To enable the builtin openAPI interface (Swagger UI), specify <code>"enable_openapi": true</code> in the api_server configuration.
This will enable the Swagger UI at the <code>/docs</code> endpoint. By default, that's running at <a href="http://localhost:8080/docs">http://localhost:8080/docs</a> - but it'll depend on your settings.</p>
<h3 id="advanced-api-usage-using-jwt-tokens">Advanced API usage using JWT tokens<a class="headerlink" href="#advanced-api-usage-using-jwt-tokens" title="Permanent link">&para;</a></h3>
<div class="admonition note">
<p class="admonition-title">Note</p>
<p>The below should be done in an application (a Freqtrade REST API client, which fetches info via API), and is not intended to be used on a regular basis.</p>
</div>
<p>Freqtrade's REST API also offers JWT (JSON Web Tokens).
You can login using the following command, and subsequently use the resulting access_token.</p>
<div class="highlight"><pre><span></span><code>&gt;<span class="w"> </span>curl<span class="w"> </span>-X<span class="w"> </span>POST<span class="w"> </span>--user<span class="w"> </span>Freqtrader<span class="w"> </span>http://localhost:8080/api/v1/token/login
<span class="o">{</span><span class="s2">&quot;access_token&quot;</span>:<span class="s2">&quot;eyJ0eXAiOiJKV1QiLCJhbGciOiJIUzI1NiJ9.eyJpYXQiOjE1ODkxMTk2ODEsIm5iZiI6MTU4OTExOTY4MSwianRpIjoiMmEwYmY0NWUtMjhmOS00YTUzLTlmNzItMmM5ZWVlYThkNzc2IiwiZXhwIjoxNTg5MTIwNTgxLCJpZGVudGl0eSI6eyJ1IjoiRnJlcXRyYWRlciJ9LCJmcmVzaCI6ZmFsc2UsInR5cGUiOiJhY2Nlc3MifQ.qt6MAXYIa-l556OM7arBvYJ0SDI9J8bIk3_glDujF5g&quot;</span>,<span class="s2">&quot;refresh_token&quot;</span>:<span class="s2">&quot;eyJ0eXAiOiJKV1QiLCJhbGciOiJIUzI1NiJ9.eyJpYXQiOjE1ODkxMTk2ODEsIm5iZiI6MTU4OTExOTY4MSwianRpIjoiZWQ1ZWI3YjAtYjMwMy00YzAyLTg2N2MtNWViMjIxNWQ2YTMxIiwiZXhwIjoxNTkxNzExNjgxLCJpZGVudGl0eSI6eyJ1IjoiRnJlcXRyYWRlciJ9LCJ0eXBlIjoicmVmcmVzaCJ9.d1AT_jYICyTAjD0fiQAr52rkRqtxCjUGEMwlNuuzgNQ&quot;</span><span class="o">}</span>
&gt;<span class="w"> </span><span class="nv">access_token</span><span class="o">=</span><span class="s2">&quot;eyJ0eXAiOiJKV1QiLCJhbGciOiJIUzI1NiJ9.eyJpYXQiOjE1ODkxMTk2ODEsIm5iZiI6MTU4OTExOTY4MSwianRpIjoiMmEwYmY0NWUtMjhmOS00YTUzLTlmNzItMmM5ZWVlYThkNzc2IiwiZXhwIjoxNTg5MTIwNTgxLCJpZGVudGl0eSI6eyJ1IjoiRnJlcXRyYWRlciJ9LCJmcmVzaCI6ZmFsc2UsInR5cGUiOiJhY2Nlc3MifQ.qt6MAXYIa-l556OM7arBvYJ0SDI9J8bIk3_glDujF5g&quot;</span>
<span class="c1"># Use access_token for authentication</span>
&gt;<span class="w"> </span>curl<span class="w"> </span>-X<span class="w"> </span>GET<span class="w"> </span>--header<span class="w"> </span><span class="s2">&quot;Authorization: Bearer </span><span class="si">${</span><span class="nv">access_token</span><span class="si">}</span><span class="s2">&quot;</span><span class="w"> </span>http://localhost:8080/api/v1/count
</code></pre></div>
<p>Since the access token has a short timeout (15 min) - the <code>token/refresh</code> request should be used periodically to get a fresh access token:</p>
<div class="highlight"><pre><span></span><code>&gt;<span class="w"> </span>curl<span class="w"> </span>-X<span class="w"> </span>POST<span class="w"> </span>--header<span class="w"> </span><span class="s2">&quot;Authorization: Bearer </span><span class="si">${</span><span class="nv">refresh_token</span><span class="si">}</span><span class="s2">&quot;</span>http://localhost:8080/api/v1/token/refresh
<span class="o">{</span><span class="s2">&quot;access_token&quot;</span>:<span class="s2">&quot;eyJ0eXAiOiJKV1QiLCJhbGciOiJIUzI1NiJ9.eyJpYXQiOjE1ODkxMTk5NzQsIm5iZiI6MTU4OTExOTk3NCwianRpIjoiMDBjNTlhMWUtMjBmYS00ZTk0LTliZjAtNWQwNTg2MTdiZDIyIiwiZXhwIjoxNTg5MTIwODc0LCJpZGVudGl0eSI6eyJ1IjoiRnJlcXRyYWRlciJ9LCJmcmVzaCI6ZmFsc2UsInR5cGUiOiJhY2Nlc3MifQ.1seHlII3WprjjclY6DpRhen0rqdF4j6jbvxIhUFaSbs&quot;</span><span class="o">}</span>
</code></pre></div>
<h3 id="cors">CORS<a class="headerlink" href="#cors" title="Permanent link">&para;</a></h3>
<p>This whole section is only necessary in cross-origin cases (where you multiple bot API's running on <code>localhost:8081</code>, <code>localhost:8082</code>, ...), and want to combine them into one FreqUI instance.</p>
<details class="info">
<summary>Technical explanation</summary>
<p>All web-based front-ends are subject to <a href="https://developer.mozilla.org/en-US/docs/Web/HTTP/CORS">CORS</a> - Cross-Origin Resource Sharing.
Since most of the requests to the Freqtrade API must be authenticated, a proper CORS policy is key to avoid security problems.
Also, the standard disallows <code>*</code> CORS policies for requests with credentials, so this setting must be set appropriately.</p>
</details>
<p>Users can allow access from different origin URL's to the bot API via the <code>CORS_origins</code> configuration setting.
It consists of a list of allowed URL's that are allowed to consume resources from the bot's API.</p>
<p>Assuming your application is deployed as <code>https://frequi.freqtrade.io/home/</code> - this would mean that the following configuration becomes necessary:</p>
<div class="highlight"><pre><span></span><code>{
//...
&quot;jwt_secret_key&quot;: &quot;somethingrandom&quot;,
&quot;CORS_origins&quot;: [&quot;https://frequi.freqtrade.io&quot;],
//...
}
</code></pre></div>
<p>In the following (pretty common) case, FreqUI is accessible on <code>http://localhost:8080/trade</code> (this is what you see in your navbar when navigating to freqUI).
<img alt="freqUI url" src="../assets/frequi_url.png" /></p>
<p>The correct configuration for this case is <code>http://localhost:8080</code> - the main part of the URL including the port.</p>
<div class="highlight"><pre><span></span><code>{
//...
&quot;jwt_secret_key&quot;: &quot;somethingrandom&quot;,
&quot;CORS_origins&quot;: [&quot;http://localhost:8080&quot;],
//...
}
</code></pre></div>
<div class="admonition note">
<p class="admonition-title">Note</p>
<p>We strongly recommend to also set <code>jwt_secret_key</code> to something random and known only to yourself to avoid unauthorized access to your bot.</p>
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