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guide">Contribution guide</a></li></ul></aside><main id="main-content" class="vp-page"><nav class="vp-breadcrumb disable"></nav><div class="vp-page-title"><h1>Taskiq message format</h1><div class="page-info"><span class="page-date-info" aria-label="Writing Date"><svg xmlns="http://www.w3.org/2000/svg" class="icon calendar-icon" viewBox="0 0 1024 1024" fill="currentColor" aria-label="calendar icon" name="calendar"><path d="M716.4 110.137c0-18.753-14.72-33.473-33.472-33.473-18.753 0-33.473 14.72-33.473 33.473v33.473h66.993v-33.473zm-334.87 0c0-18.753-14.72-33.473-33.473-33.473s-33.52 14.72-33.52 33.473v33.473h66.993v-33.473zm468.81 33.52H716.4v100.465c0 18.753-14.72 33.473-33.472 33.473a33.145 33.145 0 01-33.473-33.473V143.657H381.53v100.465c0 18.753-14.72 33.473-33.473 33.473a33.145 33.145 0 01-33.473-33.473V143.657H180.6A134.314 134.314 0 0046.66 277.595v535.756A134.314 134.314 0 00180.6 947.289h669.74a134.36 134.36 0 00133.94-133.938V277.595a134.314 134.314 0 00-133.94-133.938zm33.473 267.877H147.126a33.145 33.145 0 01-33.473-33.473c0-18.752 14.72-33.473 33.473-33.473h736.687c18.752 0 33.472 14.72 33.472 33.473a33.145 33.145 0 01-33.472 33.473z"></path></svg><span data-allow-mismatch="text">10/14/23</span><meta property="datePublished" content="2023-10-14T19:17:14.000Z"></span></div><hr></div><div class="" vp-content><div id="markdown-content"><h1 id="taskiq-message-format" tabindex="-1"><a class="header-anchor" href="#taskiq-message-format"><span>Taskiq message format</span></a></h1><p>Taskiq doesn't force you to use any specific message format. We define default message format, but you can use any format you want.</p><p>The default message format is:</p><div class="vp-tabs"><div class="vp-tabs-nav" role="tablist"><button type="button" class="vp-tab-nav active" role="tab" aria-controls="v-0" aria-selected="true">example</button><button type="button" class="vp-tab-nav" role="tab" aria-controls="v-1" aria-selected="false">json schema</button></div><div class="vp-tab active" id="v-0" role="tabpanel" aria-expanded="true"><div class="vp-tab-title">example</div><div class="language-json line-numbers-mode" data-highlighter="shiki" data-ext="json" style="--shiki-light:#383A42;--shiki-dark:#abb2bf;--shiki-light-bg:#FAFAFA;--shiki-dark-bg:#282c34;"><pre class="shiki shiki-themes one-light one-dark-pro vp-code"><code class="language-json"><span class="line"><span style="--shiki-light:#383A42;--shiki-dark:#ABB2BF;">{</span></span>

<span class="line"><span style="--shiki-light:#E45649;--shiki-dark:#E06C75;"> "task_name"</span><span style="--shiki-light:#383A42;--shiki-dark:#ABB2BF;">: </span><span style="--shiki-light:#50A14F;--shiki-dark:#98C379;">"my_project.module1.task"</span><span style="--shiki-light:#383A42;--shiki-dark:#ABB2BF;">,</span></span>

<span class="line"><span style="--shiki-light:#E45649;--shiki-dark:#E06C75;"> "kwargs"</span><span style="--shiki-light:#383A42;--shiki-dark:#ABB2BF;">: {</span><span style="--shiki-light:#E45649;--shiki-dark:#E06C75;">"a"</span><span style="--shiki-light:#383A42;--shiki-dark:#ABB2BF;">: </span><span style="--shiki-light:#986801;--shiki-dark:#D19A66;">1</span><span style="--shiki-light:#383A42;--shiki-dark:#ABB2BF;">, </span><span style="--shiki-light:#E45649;--shiki-dark:#E06C75;">"b"</span><span style="--shiki-light:#383A42;--shiki-dark:#ABB2BF;">: </span><span style="--shiki-light:#986801;--shiki-dark:#D19A66;">2</span><span style="--shiki-light:#383A42;--shiki-dark:#ABB2BF;">, </span><span style="--shiki-light:#E45649;--shiki-dark:#E06C75;">"c"</span><span style="--shiki-light:#383A42;--shiki-dark:#ABB2BF;">: </span><span style="--shiki-light:#986801;--shiki-dark:#D19A66;">3</span><span style="--shiki-light:#383A42;--shiki-dark:#ABB2BF;">},</span></span>

<span class="line"><span style="--shiki-light:#E45649;--shiki-dark:#E06C75;"> "labels"</span><span style="--shiki-light:#383A42;--shiki-dark:#ABB2BF;">: {</span></span>

<span class="line"><span style="--shiki-light:#E45649;--shiki-dark:#E06C75;"> "label1"</span><span style="--shiki-light:#383A42;--shiki-dark:#ABB2BF;">: </span><span style="--shiki-light:#50A14F;--shiki-dark:#98C379;">"value1"</span><span style="--shiki-light:#383A42;--shiki-dark:#ABB2BF;">,</span></span>

<span class="line"><span style="--shiki-light:#E45649;--shiki-dark:#E06C75;"> "label2"</span><span style="--shiki-light:#383A42;--shiki-dark:#ABB2BF;">: </span><span style="--shiki-light:#50A14F;--shiki-dark:#98C379;">"value2"</span></span>

<span class="line"><span style="--shiki-light:#E45649;--shiki-dark:#E06C75;"> "properties"</span><span style="--shiki-light:#383A42;--shiki-dark:#ABB2BF;">: {</span></span>

<span class="line"><span style="--shiki-light:#E45649;--shiki-dark:#E06C75;"> "title"</span><span style="--shiki-light:#383A42;--shiki-dark:#ABB2BF;">: </span><span style="--shiki-light:#50A14F;--shiki-dark:#98C379;">"Task Id"</span><span style="--shiki-light:#383A42;--shiki-dark:#ABB2BF;">,</span></span>

<span class="line"><span style="--shiki-light:#E45649;--shiki-dark:#E06C75;"> "type"</span><span style="--shiki-light:#383A42;--shiki-dark:#ABB2BF;">: </span><span style="--shiki-light:#50A14F;--shiki-dark:#98C379;">"string"</span></span>

<span class="line"><span style="--shiki-light:#E45649;--shiki-dark:#E06C75;"> "title"</span><span style="--shiki-light:#383A42;--shiki-dark:#ABB2BF;">: </span><span style="--shiki-light:#50A14F;--shiki-dark:#98C379;">"Name of the task"</span><span style="--shiki-light:#383A42;--shiki-dark:#ABB2BF;">,</span></span>

<span class="line"><span style="--shiki-light:#E45649;--shiki-dark:#E06C75;"> "labels"</span><span style="--shiki-light:#383A42;--shiki-dark:#ABB2BF;">: {</span></span>

<span class="line"><span style="--shiki-light:#E45649;--shiki-dark:#E06C75;"> "title"</span><span style="--shiki-light:#383A42;--shiki-dark:#ABB2BF;">: </span><span style="--shiki-light:#50A14F;--shiki-dark:#98C379;">"Additional labels"</span><span style="--shiki-light:#383A42;--shiki-dark:#ABB2BF;">,</span></span>

<span class="line"><span style="--shiki-light:#E45649;--shiki-dark:#E06C75;"> "items"</span><span style="--shiki-light:#383A42;--shiki-dark:#ABB2BF;">: {},</span></span>

<span class="line"><span style="--shiki-light:#E45649;--shiki-dark:#E06C75;"> "title"</span><span style="--shiki-light:#383A42;--shiki-dark:#ABB2BF;">: </span><span style="--shiki-light:#50A14F;--shiki-dark:#98C379;">"Arguments"</span><span style="--shiki-light:#383A42;--shiki-dark:#ABB2BF;">,</span></span>

<span class="line"><span style="--shiki-light:#E45649;--shiki-dark:#E06C75;"> "kwargs"</span><span style="--shiki-light:#383A42;--shiki-dark:#ABB2BF;">: {</span></span>

<span class="line"><span style="--shiki-light:#E45649;--shiki-dark:#E06C75;"> "title"</span><span style="--shiki-light:#383A42;--shiki-dark:#ABB2BF;">: </span><span style="--shiki-light:#50A14F;--shiki-dark:#98C379;">"Keyword arguments"</span><span style="--shiki-light:#383A42;--shiki-dark:#ABB2BF;">,</span></span>

<span class="line"><span style="--shiki-light:#E45649;--shiki-dark:#E06C75;"> "required"</span><span style="--shiki-light:#383A42;--shiki-dark:#ABB2BF;">: [</span></span>

<span class="line"><span style="--shiki-light:#50A14F;--shiki-dark:#98C379;"> "labels"</span><span style="--shiki-light:#383A42;--shiki-dark:#ABB2BF;">,</span></span>

<span class="line"><span style="--shiki-light:#50A14F;--shiki-dark:#98C379;"> "kwargs"</span></span>

<span class="line"><span style="--shiki-light:#383A42;--shiki-dark:#ABB2BF;">}</span></span></code></pre><div class="line-numbers" aria-hidden="true" style="counter-reset:line-number 0;"><div class="line-number"></div><div class="line-number"></div><div class="line-number"></div><div class="line-number"></div><div class="line-number"></div><div class="line-number"></div><div class="line-number"></div><div class="line-number"></div><div class="line-number"></div><div class="line-number"></div><div class="line-number"></div><div class="line-number"></div><div class="line-number"></div><div class="line-number"></div><div class="line-number"></div><div class="line-number"></div><div class="line-number"></div><div class="line-number"></div><div class="line-number"></div><div class="line-number"></div><div class="line-number"></div><div class="line-number"></div><div class="line-number"></div><div class="line-number"></div><div class="line-number"></div><div class="line-number"></div><div class="line-number"></div><div class="line-number"></div><div class="line-number"></div><div class="line-number"></div><div class="line-number"></div><div class="line-number"></div><div class="line-number"></div></div></div></div></div><p>But this can be easily changed by creating your own implementation of the TaskiqFormatter class or TaskiqSerializer class.</p><h3 id="serializers" tabindex="-1"><a class="header-anchor" href="#serializers"><span>Serializers</span></a></h3><p>Serializers define the format of the message but not the structure. For example, if you want to use msgpack or ORJson to serialize your message, you should update the serializer of your broker.</p><p>Be default, Taskiq uses JSON serializer. But we also have some implementations of other serializers:</p><ul><li>ORJSONSerializer - faster <a href="https://pypi.org/project/orjson/" target="_blank" rel="noopener noreferrer">JSON implementation</a>. Also, it supports datetime and UUID serialization.</li><li>MSGPackSerializer - <a href="https://pypi.org/project/msgpack/" target="_blank" rel="noopener noreferrer">MsgPack</a> format serializer. It might be useful to send less data over the network.</li><li>CBORSerializer - <a href="https://pypi.org/project/cbor2/" target="_blank" rel="noopener noreferrer">CBOR</a> format serializer. It is also has a smaller size than JSON.</li></ul><p>To define your own serializer, you have to subclass the TaskiqSerializer class and implement <code>dumpb</code> and <code>loadb</code> methods. You can take a look at the existing implementations from the <code>taskiq.serializers</code> module.</p><p>To install taskiq with libraries for non-JSON serializers, you should install taskiq with extras.</p><div class="vp-tabs"><div class="vp-tabs-nav" role="tablist"><button type="button" class="vp-tab-nav active" role="tab" aria-controls="v-2" aria-selected="true">orjson</button><button type="button" class="vp-tab-nav" role="tab" aria-controls="v-3" aria-selected="false">msgpack</button><button type="button" class="vp-tab-nav" role="tab" aria-controls="v-4" aria-selected="false">cbor</button></div><div class="vp-tab active" id="v-2" role="tabpanel" aria-expanded="true"><div class="vp-tab-title">orjson</div><div class="language-bash line-numbers-mode" data-highlighter="shiki" data-ext="bash" style="--shiki-light:#383A42;--shiki-dark:#abb2bf;--shiki-light-bg:#FAFAFA;--shiki-dark-bg:#282c34;"><pre class="shiki shiki-themes one-light one-dark-pro vp-code"><code class="language-bash"><span class="line"><span style="--shiki-light:#4078F2;--shiki-dark:#61AFEF;">pip</span><span style="--shiki-light:#50A14F;--shiki-dark:#98C379;"> install</span><span style="--shiki-light:#50A14F;--shiki-dark:#98C379;"> "taskiq[orjson]"</span></span></code></pre><div class="line-numbers" aria-hidden="true" style="counter-reset:line-number 0;"><div class="line-number"></div></div></div></div><div class="vp-tab" id="v-3" role="tabpanel" aria-expanded="false"><div class="vp-tab-title">msgpack</div><div class="language-bash line-numbers-mode" data-highlighter="shiki" data-ext="bash" style="--shiki-light:#383A42;--shiki-dark:#abb2bf;--shiki-light-bg:#FAFAFA;--shiki-dark-bg:#282c34;"><pre class="shiki shiki-themes one-light one-dark-pro vp-code"><code class="language-bash"><span class="line"><span style="--shiki-light:#4078F2;--shiki-dark:#61AFEF;">pip</span><span style="--shiki-light:#50A14F;--shiki-dark:#98C379;"> install</span><span style="--shiki-light:#50A14F;--shiki-dark:#98C379;"> "taskiq[msgpack]"</span></span></code></pre><div class="line-numbers" aria-hidden="true" style="counter-reset:line-number 0;"><div class="line-number"></div></div></div></div><div class="vp-tab" id="v-4" role="tabpanel" aria-expanded="false"><div class="vp-tab-title">cbor</div><div class="language-bash line-numbers-mode" data-highlighter="shiki" data-ext="bash" style="--shiki-light:#383A42;--shiki-dark:#abb2bf;--shiki-light-bg:#FAFAFA;--shiki-dark-bg:#282c34;"><pre class="shiki shiki-themes one-light one-dark-pro vp-code"><code class="language-bash"><span class="line"><span style="--shiki-light:#4078F2;--shiki-dark:#61AFEF;">pip</span><span style="--shiki-light:#50A14F;--shiki-dark:#98C379;"> install</span><span style="--shiki-light:#50A14F;--shiki-dark:#98C379;"> "taskiq[cbor]"</span></span></code></pre><div class="line-numbers" aria-hidden="true" style="counter-reset:line-number 0;"><div class="line-number"></div></div></div></div></div><h3 id="formatters" tabindex="-1"><a class="header-anchor" href="#formatters"><span>Formatters</span></a></h3><p>Formatters define the format of the message. It might be useful if you'd like to send a task to a celery worker for a different project. You can do it in seriazier as well, but formatters give you correct type hints.</p><p>By default we use a formatter that dumps the message to dict and serializes it using serializer. But you can define your own formatter to send a message in any format you want. To define a new formatter, you have to subclass the TaskiqFormatter class and implement <code>dumps</code> and <code>loads</code> methods. As an example, you can take a look at the <code>JSONFormatter</code> from <code>taskiq.formatters</code> implementation.</p></div></div><footer class="vp-page-meta"><div class="vp-meta-item edit-link"><a class="auto-link external-link vp-meta-label" href="https://github.com/taskiq-python/taskiq/edit/master/docs/guide/message-format.md" aria-label="Edit this page" rel="noopener noreferrer" target="_blank"><svg xmlns="http://www.w3.org/2000/svg" class="icon edit-icon" viewBox="0 0 1024 1024" fill="currentColor" aria-label="edit icon" name="edit"><path d="M430.818 653.65a60.46 60.46 0 0 1-50.96-93.281l71.69-114.012 7.773-10.365L816.038 80.138A60.46 60.46 0 0 1 859.225 62a60.46 60.46 0 0 1 43.186 18.138l43.186 43.186a60.46 60.46 0 0 1 0 86.373L588.879 565.55l-8.637 8.637-117.466 68.234a60.46 60.46 0 0 1-31.958 11.229z"></path><path d="M728.802 962H252.891A190.883 190.883 0 0 1 62.008 771.98V296.934a190.883 190.883 0 0 1 190.883-192.61h267.754a60.46 60.46 0 0 1 0 120.92H252.891a69.962 69.962 0 0 0-69.098 69.099V771.98a69.962 69.962 0 0 0 69.098 69.098h475.911A69.962 69.962 0 0 0 797.9 771.98V503.363a60.46 60.46 0 1 1 120.922 0V771.98A190.883 190.883 0 0 1 728.802 962z"></path></svg>Edit this page</a></div><div class="vp-meta-item git-info"><div class="update-time"><span class="vp-meta-label">Last Updated: </span><time class="vp-meta-info" datetime="2023-10-14T19:17:14.000Z" data-allow-mismatch>10/14/23, 7:17 PM</time></div><div class="contributors"><span class="vp-meta-label">Contributors: </span><span class="vp-meta-info" title="email: win10@list.ru">Pavel Kirilin</span></div></div></footer><nav class="vp-page-nav"><a class="route-link auto-link prev" href="/guide/testing-taskiq.html" aria-label="Testing with taskiq"><div class="hint"><span class="arrow start"></span>Prev</div><div class="link">Testing with taskiq</div></a></nav></main></div></div>

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