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</span>
</a>
</li>
<li class="md-nav__item">
<a href="#plot-annotations-callback" class="md-nav__link">
<span class="md-ellipsis">
Plot annotations callback
</span>
</a>
<nav class="md-nav" aria-label="Plot annotations callback">
<ul class="md-nav__list">
<li class="md-nav__item">
<a href="#plot-annotations-example" class="md-nav__link">
<span class="md-ellipsis">
Plot annotations example
</span>
</a>
</li>
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</span>
</a>
</li>
<li class="md-nav__item">
<a href="#plot-annotations-callback" class="md-nav__link">
<span class="md-ellipsis">
Plot annotations callback
</span>
</a>
<nav class="md-nav" aria-label="Plot annotations callback">
<ul class="md-nav__list">
<li class="md-nav__item">
<a href="#plot-annotations-example" class="md-nav__link">
<span class="md-ellipsis">
Plot annotations example
</span>
</a>
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</ul>
@@ -3400,6 +3448,108 @@ It will be called independent of the order type (entry, exit, stoploss or positi
<span class="k">return</span> <span class="kc">None</span>
</code></pre></div>
<h2 id="plot-annotations-callback">Plot annotations callback<a class="headerlink" href="#plot-annotations-callback" title="Permanent link">&para;</a></h2>
<p>The plot annotations callback is called whenever freqUI requests data to display a chart.
This callback has no meaning in the trade cycle context and is only used for charting purposes.</p>
<p>The strategy can then return a list of <code>AnnotationType</code> objects to be displayed on the chart.
Depending on the content returned - the chart can display horizontal areas, vertical areas, or boxes.</p>
<p>The full object looks like this:</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;area&quot;</span><span class="p">,</span><span class="w"> </span><span class="c1">// Type of the annotation, currently only &quot;area&quot; is supported</span>
<span class="w"> </span><span class="nt">&quot;start&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;2024-01-01 15:00:00&quot;</span><span class="p">,</span><span class="w"> </span><span class="c1">// Start date of the area</span>
<span class="w"> </span><span class="nt">&quot;end&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;2024-01-01 16:00:00&quot;</span><span class="p">,</span><span class="w"> </span><span class="c1">// End date of the area</span>
<span class="w"> </span><span class="nt">&quot;y_start&quot;</span><span class="p">:</span><span class="w"> </span><span class="mf">94000.2</span><span class="p">,</span><span class="w"> </span><span class="c1">// Price / y axis value</span>
<span class="w"> </span><span class="nt">&quot;y_end&quot;</span><span class="p">:</span><span class="w"> </span><span class="mi">98000</span><span class="p">,</span><span class="w"> </span><span class="c1">// Price / y axis value</span>
<span class="w"> </span><span class="nt">&quot;color&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;&quot;</span><span class="p">,</span>
<span class="w"> </span><span class="nt">&quot;label&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;some label&quot;</span>
<span class="p">}</span>
</code></pre></div>
<p>The below example will mark the chart with areas for the hours 8 and 15, with a grey color, highlighting the market open and close hours.
This is obviously a very basic example.</p>
<div class="highlight"><pre><span></span><code><span class="c1"># Default imports</span>
<span class="k">class</span><span class="w"> </span><span class="nc">AwesomeStrategy</span><span class="p">(</span><span class="n">IStrategy</span><span class="p">):</span>
<span class="k">def</span><span class="w"> </span><span class="nf">plot_annotations</span><span class="p">(</span>
<span class="bp">self</span><span class="p">,</span> <span class="n">pair</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> <span class="n">start_date</span><span class="p">:</span> <span class="n">datetime</span><span class="p">,</span> <span class="n">end_date</span><span class="p">:</span> <span class="n">datetime</span><span class="p">,</span> <span class="n">dataframe</span><span class="p">:</span> <span class="n">DataFrame</span><span class="p">,</span> <span class="o">**</span><span class="n">kwargs</span>
<span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">list</span><span class="p">[</span><span class="n">AnnotationType</span><span class="p">]:</span>
<span class="w"> </span><span class="sd">&quot;&quot;&quot;</span>
<span class="sd"> Retrieve area annotations for a chart.</span>
<span class="sd"> Must be returned as array, with type, label, color, start, end, y_start, y_end.</span>
<span class="sd"> All settings except for type are optional - though it usually makes sense to include either</span>
<span class="sd"> &quot;start and end&quot; or &quot;y_start and y_end&quot; for either horizontal or vertical plots</span>
<span class="sd"> (or all 4 for boxes).</span>
<span class="sd"> :param pair: Pair that&#39;s currently analyzed</span>
<span class="sd"> :param start_date: Start date of the chart data being requested</span>
<span class="sd"> :param end_date: End date of the chart data being requested</span>
<span class="sd"> :param dataframe: DataFrame with the analyzed data for the chart</span>
<span class="sd"> :param **kwargs: Ensure to keep this here so updates to this won&#39;t break your strategy.</span>
<span class="sd"> :return: List of AnnotationType objects</span>
<span class="sd"> &quot;&quot;&quot;</span>
<span class="n">annotations</span> <span class="o">=</span> <span class="p">[]</span>
<span class="k">while</span> <span class="n">start_dt</span> <span class="o">&lt;</span> <span class="n">end_date</span><span class="p">:</span>
<span class="n">start_dt</span> <span class="o">+=</span> <span class="n">timedelta</span><span class="p">(</span><span class="n">hours</span><span class="o">=</span><span class="mi">1</span><span class="p">)</span>
<span class="k">if</span> <span class="n">start_dt</span><span class="o">.</span><span class="n">hour</span> <span class="ow">in</span> <span class="p">(</span><span class="mi">8</span><span class="p">,</span> <span class="mi">15</span><span class="p">):</span>
<span class="n">annotations</span><span class="o">.</span><span class="n">append</span><span class="p">(</span>
<span class="p">{</span>
<span class="s2">&quot;type&quot;</span><span class="p">:</span> <span class="s2">&quot;area&quot;</span><span class="p">,</span>
<span class="s2">&quot;label&quot;</span><span class="p">:</span> <span class="s2">&quot;Trade open and close hours&quot;</span><span class="p">,</span>
<span class="s2">&quot;start&quot;</span><span class="p">:</span> <span class="n">start_dt</span><span class="p">,</span>
<span class="s2">&quot;end&quot;</span><span class="p">:</span> <span class="n">start_dt</span> <span class="o">+</span> <span class="n">timedelta</span><span class="p">(</span><span class="n">hours</span><span class="o">=</span><span class="mi">1</span><span class="p">),</span>
<span class="c1"># Omitting y_start and y_end will result in a vertical area spanning the whole height of the main Chart</span>
<span class="s2">&quot;color&quot;</span><span class="p">:</span> <span class="s2">&quot;rgba(133, 133, 133, 0.4)&quot;</span><span class="p">,</span>
<span class="p">}</span>
<span class="p">)</span>
<span class="k">return</span> <span class="n">annotations</span>
</code></pre></div>
<p>Entries will be validated, and won't be passed to the UI if they don't correspond to the expected schema and will log an error if they don't.</p>
<div class="admonition warning">
<p class="admonition-title">Many annotations</p>
<p>Using too many annotations can cause the UI to hang, especially when plotting large amounts of historic data.
Use the annotation feature with care.</p>
</div>
<h3 id="plot-annotations-example">Plot annotations example<a class="headerlink" href="#plot-annotations-example" title="Permanent link">&para;</a></h3>
<p><img alt="FreqUI - plot Annotations" src="../assets/freqUI-chart-annotations-dark.png#only-dark" />
<img alt="FreqUI - plot Annotations" src="../assets/freqUI-chart-annotations-light.png#only-light" /></p>
<details class="info">
<summary>Code used for the plot above</summary>
<p>This is an example code and should be treated as such.</p>
<div class="highlight"><pre><span></span><code><span class="c1"># Default imports</span>
<span class="k">class</span><span class="w"> </span><span class="nc">AwesomeStrategy</span><span class="p">(</span><span class="n">IStrategy</span><span class="p">):</span>
<span class="k">def</span><span class="w"> </span><span class="nf">plot_annotations</span><span class="p">(</span>
<span class="bp">self</span><span class="p">,</span> <span class="n">pair</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> <span class="n">start_date</span><span class="p">:</span> <span class="n">datetime</span><span class="p">,</span> <span class="n">end_date</span><span class="p">:</span> <span class="n">datetime</span><span class="p">,</span> <span class="n">dataframe</span><span class="p">:</span> <span class="n">DataFrame</span><span class="p">,</span> <span class="o">**</span><span class="n">kwargs</span>
<span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">list</span><span class="p">[</span><span class="n">AnnotationType</span><span class="p">]:</span>
<span class="n">annotations</span> <span class="o">=</span> <span class="p">[]</span>
<span class="k">while</span> <span class="n">start_dt</span> <span class="o">&lt;</span> <span class="n">end_date</span><span class="p">:</span>
<span class="n">start_dt</span> <span class="o">+=</span> <span class="n">timedelta</span><span class="p">(</span><span class="n">hours</span><span class="o">=</span><span class="mi">1</span><span class="p">)</span>
<span class="k">if</span> <span class="p">(</span><span class="n">start_dt</span><span class="o">.</span><span class="n">hour</span> <span class="o">%</span> <span class="mi">4</span><span class="p">)</span> <span class="o">==</span> <span class="mi">0</span><span class="p">:</span>
<span class="n">mark_areas</span><span class="o">.</span><span class="n">append</span><span class="p">(</span>
<span class="p">{</span>
<span class="s2">&quot;type&quot;</span><span class="p">:</span> <span class="s2">&quot;area&quot;</span><span class="p">,</span>
<span class="s2">&quot;label&quot;</span><span class="p">:</span> <span class="s2">&quot;4h&quot;</span><span class="p">,</span>
<span class="s2">&quot;start&quot;</span><span class="p">:</span> <span class="n">start_dt</span><span class="p">,</span>
<span class="s2">&quot;end&quot;</span><span class="p">:</span> <span class="n">start_dt</span> <span class="o">+</span> <span class="n">timedelta</span><span class="p">(</span><span class="n">hours</span><span class="o">=</span><span class="mi">1</span><span class="p">),</span>
<span class="s2">&quot;color&quot;</span><span class="p">:</span> <span class="s2">&quot;rgba(133, 133, 133, 0.4)&quot;</span><span class="p">,</span>
<span class="p">}</span>
<span class="p">)</span>
<span class="k">elif</span> <span class="p">(</span><span class="n">start_dt</span><span class="o">.</span><span class="n">hour</span> <span class="o">%</span> <span class="mi">2</span><span class="p">)</span> <span class="o">==</span> <span class="mi">0</span><span class="p">:</span>
<span class="n">price</span> <span class="o">=</span> <span class="n">dataframe</span><span class="o">.</span><span class="n">loc</span><span class="p">[</span><span class="n">dataframe</span><span class="p">[</span><span class="s2">&quot;date&quot;</span><span class="p">]</span> <span class="o">==</span> <span class="n">start_dt</span><span class="p">,</span> <span class="p">[</span><span class="s2">&quot;close&quot;</span><span class="p">]]</span><span class="o">.</span><span class="n">mean</span><span class="p">()</span>
<span class="n">mark_areas</span><span class="o">.</span><span class="n">append</span><span class="p">(</span>
<span class="p">{</span>
<span class="s2">&quot;type&quot;</span><span class="p">:</span> <span class="s2">&quot;area&quot;</span><span class="p">,</span>
<span class="s2">&quot;label&quot;</span><span class="p">:</span> <span class="s2">&quot;2h&quot;</span><span class="p">,</span>
<span class="s2">&quot;start&quot;</span><span class="p">:</span> <span class="n">start_dt</span><span class="p">,</span>
<span class="s2">&quot;end&quot;</span><span class="p">:</span> <span class="n">start_dt</span> <span class="o">+</span> <span class="n">timedelta</span><span class="p">(</span><span class="n">hours</span><span class="o">=</span><span class="mi">1</span><span class="p">),</span>
<span class="s2">&quot;y_end&quot;</span><span class="p">:</span> <span class="n">price</span> <span class="o">*</span> <span class="mf">1.01</span><span class="p">,</span>
<span class="s2">&quot;y_start&quot;</span><span class="p">:</span> <span class="n">price</span> <span class="o">*</span> <span class="mf">0.99</span><span class="p">,</span>
<span class="s2">&quot;color&quot;</span><span class="p">:</span> <span class="s2">&quot;rgba(0, 255, 0, 0.4)&quot;</span><span class="p">,</span>
<span class="p">}</span>
<span class="p">)</span>
<span class="k">return</span> <span class="n">annotations</span>
</code></pre></div>
</details>