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Posted to commits@pulsar.apache.org by ur...@apache.org on 2022/06/27 01:27:25 UTC

[pulsar-site] branch main updated: Docs sync done from apache/pulsar(#d543c7d)

This is an automated email from the ASF dual-hosted git repository.

urfree pushed a commit to branch main
in repository https://gitbox.apache.org/repos/asf/pulsar-site.git


The following commit(s) were added to refs/heads/main by this push:
     new 7f3f7ac4bc2 Docs sync done from apache/pulsar(#d543c7d)
7f3f7ac4bc2 is described below

commit 7f3f7ac4bc2509d763879037293c25937b27f0a7
Author: Pulsar Site Updater <de...@pulsar.apache.org>
AuthorDate: Mon Jun 27 01:27:20 2022 +0000

    Docs sync done from apache/pulsar(#d543c7d)
---
 .../static/api/python/2.9.2/index.html             |    7 +
 .../static/api/python/2.9.2/pulsar.html            | 6024 ++++++++++++++++++++
 .../static/api/python/2.9.2/pulsar/exceptions.html |  261 +
 .../static/api/python/2.9.2/pulsar/functions.html  |  260 +
 .../api/python/2.9.2/pulsar/functions/context.html | 1376 +++++
 .../python/2.9.2/pulsar/functions/function.html    |  377 ++
 .../api/python/2.9.2/pulsar/functions/serde.html   |  665 +++
 .../static/api/python/2.9.2/pulsar/schema.html     |  263 +
 .../api/python/2.9.2/pulsar/schema/definition.html | 3255 +++++++++++
 .../api/python/2.9.2/pulsar/schema/schema.html     |  825 +++
 .../python/2.9.2/pulsar/schema/schema_avro.html    |  527 ++
 .../website-next/static/api/python/2.9.2/search.js |   46 +
 12 files changed, 13886 insertions(+)

diff --git a/site2/website-next/static/api/python/2.9.2/index.html b/site2/website-next/static/api/python/2.9.2/index.html
new file mode 100644
index 00000000000..c13d629ab48
--- /dev/null
+++ b/site2/website-next/static/api/python/2.9.2/index.html
@@ -0,0 +1,7 @@
+<!doctype html>
+<html>
+<head>
+    <meta charset="utf-8">
+    <meta http-equiv="refresh" content="0; url=./pulsar.html"/>
+</head>
+</html>
diff --git a/site2/website-next/static/api/python/2.9.2/pulsar.html b/site2/website-next/static/api/python/2.9.2/pulsar.html
new file mode 100644
index 00000000000..5e5e97a049b
--- /dev/null
+++ b/site2/website-next/static/api/python/2.9.2/pulsar.html
@@ -0,0 +1,6024 @@
+<!doctype html>
+<html lang="en">
+<head>
+    <meta charset="utf-8">
+    <meta name="viewport" content="width=device-width, initial-scale=1">
+    <meta name="generator" content="pdoc 12.0.2"/>
+    <title>pulsar API documentation</title>
+
+    <style>/*! * Bootstrap Reboot v5.0.0 (https://getbootstrap.com/) * Copyright 2011-2021 The Bootstrap Authors * Copyright 2011-2021 Twitter, Inc. * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE) * Forked from Normalize.css, licensed MIT (https://github.com/necolas/normalize.css/blob/master/LICENSE.md) */*,::after,::before{box-sizing:border-box}@media (prefers-reduced-motion:no-preference){:root{scroll-behavior:smooth}}body{margin:0;font-family:system-ui,-appl [...]
+    <style>/*! syntax-highlighting.css */pre{line-height:125%;}span.linenos{color:inherit; background-color:transparent; padding-left:5px; padding-right:20px;}.pdoc-code .hll{background-color:#ffffcc}.pdoc-code{background:#f8f8f8;}.pdoc-code .c{color:#3D7B7B; font-style:italic}.pdoc-code .err{border:1px solid #FF0000}.pdoc-code .k{color:#008000; font-weight:bold}.pdoc-code .o{color:#666666}.pdoc-code .ch{color:#3D7B7B; font-style:italic}.pdoc-code .cm{color:#3D7B7B; font-style:italic}.pd [...]
+    <style>/*! theme.css */:root{--pdoc-background:#fff;}.pdoc{--text:#212529;--muted:#6c757d;--link:#3660a5;--link-hover:#1659c5;--code:#f8f8f8;--active:#fff598;--accent:#eee;--accent2:#c1c1c1;--nav-hover:rgba(255, 255, 255, 0.5);--name:#0066BB;--def:#008800;--annotation:#007020;}</style>
+    <style>/*! layout.css */html, body{width:100%;height:100%;}html, main{scroll-behavior:smooth;}body{background-color:var(--pdoc-background);}@media (max-width:769px){#navtoggle{cursor:pointer;position:absolute;width:50px;height:40px;top:1rem;right:1rem;border-color:var(--text);color:var(--text);display:flex;opacity:0.8;}#navtoggle:hover{opacity:1;}#togglestate + div{display:none;}#togglestate:checked + div{display:inherit;}main, header{padding:2rem 3vw;}header + main{margin-top:-3rem; [...]
+    <style>/*! content.css */.pdoc{color:var(--text);box-sizing:border-box;line-height:1.5;background:none;}.pdoc .pdoc-button{display:inline-block;border:solid black 1px;border-radius:2px;font-size:.75rem;padding:calc(0.5em - 1px) 1em;transition:100ms all;}.pdoc .pdoc-alert{padding:1rem 1rem 1rem calc(1.5rem + 24px);border:1px solid transparent;border-radius:.25rem;background-repeat:no-repeat;background-position:1rem center;margin-bottom:1rem;}.pdoc .pdoc-alert > *:last-child{margin-bot [...]
+    <style>/*! custom.css */</style></head>
+<body>
+    <nav class="pdoc">
+        <label id="navtoggle" for="togglestate" class="pdoc-button"><svg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 30 30'><path stroke-linecap='round' stroke="currentColor" stroke-miterlimit='10' stroke-width='2' d='M4 7h22M4 15h22M4 23h22'/></svg></label>
+        <input id="togglestate" type="checkbox" aria-hidden="true" tabindex="-1">
+        <div>
+
+            <input type="search" placeholder="Search..." role="searchbox" aria-label="search"
+                   pattern=".+" required>
+
+        <h2>Contents</h2>
+        <ul>
+  <li><a href="#install-from-pypi">Install from PyPI</a></li>
+  <li><a href="#install-from-sources">Install from sources</a></li>
+  <li><a href="#examples">Examples</a></li>
+</ul>
+
+
+        <h2>Submodules</h2>
+        <ul>
+                <li><a href="pulsar/exceptions.html">exceptions</a></li>
+                <li><a href="pulsar/functions.html">functions</a></li>
+                <li><a href="pulsar/schema.html">schema</a></li>
+        </ul>
+
+        <h2>API Documentation</h2>
+            <ul class="memberlist">
+            <li>
+                    <a class="class" href="#MessageId">MessageId</a>
+                            <ul class="memberlist">
+                        <li>
+                                <a class="function" href="#MessageId.__init__">MessageId</a>
+                        </li>
+                        <li>
+                                <a class="variable" href="#MessageId.earliest">earliest</a>
+                        </li>
+                        <li>
+                                <a class="variable" href="#MessageId.latest">latest</a>
+                        </li>
+                        <li>
+                                <a class="function" href="#MessageId.ledger_id">ledger_id</a>
+                        </li>
+                        <li>
+                                <a class="function" href="#MessageId.entry_id">entry_id</a>
+                        </li>
+                        <li>
+                                <a class="function" href="#MessageId.batch_index">batch_index</a>
+                        </li>
+                        <li>
+                                <a class="function" href="#MessageId.partition">partition</a>
+                        </li>
+                        <li>
+                                <a class="function" href="#MessageId.serialize">serialize</a>
+                        </li>
+                        <li>
+                                <a class="function" href="#MessageId.deserialize">deserialize</a>
+                        </li>
+                </ul>
+
+            </li>
+            <li>
+                    <a class="class" href="#Message">Message</a>
+                            <ul class="memberlist">
+                        <li>
+                                <a class="function" href="#Message.__init__">Message</a>
+                        </li>
+                        <li>
+                                <a class="function" href="#Message.data">data</a>
+                        </li>
+                        <li>
+                                <a class="function" href="#Message.value">value</a>
+                        </li>
+                        <li>
+                                <a class="function" href="#Message.properties">properties</a>
+                        </li>
+                        <li>
+                                <a class="function" href="#Message.partition_key">partition_key</a>
+                        </li>
+                        <li>
+                                <a class="function" href="#Message.publish_timestamp">publish_timestamp</a>
+                        </li>
+                        <li>
+                                <a class="function" href="#Message.event_timestamp">event_timestamp</a>
+                        </li>
+                        <li>
+                                <a class="function" href="#Message.message_id">message_id</a>
+                        </li>
+                        <li>
+                                <a class="function" href="#Message.topic_name">topic_name</a>
+                        </li>
+                        <li>
+                                <a class="function" href="#Message.redelivery_count">redelivery_count</a>
+                        </li>
+                        <li>
+                                <a class="function" href="#Message.schema_version">schema_version</a>
+                        </li>
+                </ul>
+
+            </li>
+            <li>
+                    <a class="class" href="#MessageBatch">MessageBatch</a>
+                            <ul class="memberlist">
+                        <li>
+                                <a class="function" href="#MessageBatch.__init__">MessageBatch</a>
+                        </li>
+                        <li>
+                                <a class="function" href="#MessageBatch.with_message_id">with_message_id</a>
+                        </li>
+                        <li>
+                                <a class="function" href="#MessageBatch.parse_from">parse_from</a>
+                        </li>
+                </ul>
+
+            </li>
+            <li>
+                    <a class="class" href="#Authentication">Authentication</a>
+                            <ul class="memberlist">
+                        <li>
+                                <a class="function" href="#Authentication.__init__">Authentication</a>
+                        </li>
+                </ul>
+
+            </li>
+            <li>
+                    <a class="class" href="#AuthenticationTLS">AuthenticationTLS</a>
+                            <ul class="memberlist">
+                        <li>
+                                <a class="function" href="#AuthenticationTLS.__init__">AuthenticationTLS</a>
+                        </li>
+                </ul>
+
+            </li>
+            <li>
+                    <a class="class" href="#AuthenticationToken">AuthenticationToken</a>
+                            <ul class="memberlist">
+                        <li>
+                                <a class="function" href="#AuthenticationToken.__init__">AuthenticationToken</a>
+                        </li>
+                </ul>
+
+            </li>
+            <li>
+                    <a class="class" href="#AuthenticationAthenz">AuthenticationAthenz</a>
+                            <ul class="memberlist">
+                        <li>
+                                <a class="function" href="#AuthenticationAthenz.__init__">AuthenticationAthenz</a>
+                        </li>
+                </ul>
+
+            </li>
+            <li>
+                    <a class="class" href="#AuthenticationOauth2">AuthenticationOauth2</a>
+                            <ul class="memberlist">
+                        <li>
+                                <a class="function" href="#AuthenticationOauth2.__init__">AuthenticationOauth2</a>
+                        </li>
+                </ul>
+
+            </li>
+            <li>
+                    <a class="class" href="#Client">Client</a>
+                            <ul class="memberlist">
+                        <li>
+                                <a class="function" href="#Client.__init__">Client</a>
+                        </li>
+                        <li>
+                                <a class="function" href="#Client.create_producer">create_producer</a>
+                        </li>
+                        <li>
+                                <a class="function" href="#Client.subscribe">subscribe</a>
+                        </li>
+                        <li>
+                                <a class="function" href="#Client.create_reader">create_reader</a>
+                        </li>
+                        <li>
+                                <a class="function" href="#Client.get_topic_partitions">get_topic_partitions</a>
+                        </li>
+                        <li>
+                                <a class="function" href="#Client.shutdown">shutdown</a>
+                        </li>
+                        <li>
+                                <a class="function" href="#Client.close">close</a>
+                        </li>
+                </ul>
+
+            </li>
+            <li>
+                    <a class="class" href="#Producer">Producer</a>
+                            <ul class="memberlist">
+                        <li>
+                                <a class="function" href="#Producer.__init__">Producer</a>
+                        </li>
+                        <li>
+                                <a class="function" href="#Producer.topic">topic</a>
+                        </li>
+                        <li>
+                                <a class="function" href="#Producer.producer_name">producer_name</a>
+                        </li>
+                        <li>
+                                <a class="function" href="#Producer.last_sequence_id">last_sequence_id</a>
+                        </li>
+                        <li>
+                                <a class="function" href="#Producer.send">send</a>
+                        </li>
+                        <li>
+                                <a class="function" href="#Producer.send_async">send_async</a>
+                        </li>
+                        <li>
+                                <a class="function" href="#Producer.flush">flush</a>
+                        </li>
+                        <li>
+                                <a class="function" href="#Producer.close">close</a>
+                        </li>
+                </ul>
+
+            </li>
+            <li>
+                    <a class="class" href="#Consumer">Consumer</a>
+                            <ul class="memberlist">
+                        <li>
+                                <a class="function" href="#Consumer.__init__">Consumer</a>
+                        </li>
+                        <li>
+                                <a class="function" href="#Consumer.topic">topic</a>
+                        </li>
+                        <li>
+                                <a class="function" href="#Consumer.subscription_name">subscription_name</a>
+                        </li>
+                        <li>
+                                <a class="function" href="#Consumer.unsubscribe">unsubscribe</a>
+                        </li>
+                        <li>
+                                <a class="function" href="#Consumer.receive">receive</a>
+                        </li>
+                        <li>
+                                <a class="function" href="#Consumer.acknowledge">acknowledge</a>
+                        </li>
+                        <li>
+                                <a class="function" href="#Consumer.acknowledge_cumulative">acknowledge_cumulative</a>
+                        </li>
+                        <li>
+                                <a class="function" href="#Consumer.negative_acknowledge">negative_acknowledge</a>
+                        </li>
+                        <li>
+                                <a class="function" href="#Consumer.pause_message_listener">pause_message_listener</a>
+                        </li>
+                        <li>
+                                <a class="function" href="#Consumer.resume_message_listener">resume_message_listener</a>
+                        </li>
+                        <li>
+                                <a class="function" href="#Consumer.redeliver_unacknowledged_messages">redeliver_unacknowledged_messages</a>
+                        </li>
+                        <li>
+                                <a class="function" href="#Consumer.seek">seek</a>
+                        </li>
+                        <li>
+                                <a class="function" href="#Consumer.close">close</a>
+                        </li>
+                </ul>
+
+            </li>
+            <li>
+                    <a class="class" href="#Reader">Reader</a>
+                            <ul class="memberlist">
+                        <li>
+                                <a class="function" href="#Reader.__init__">Reader</a>
+                        </li>
+                        <li>
+                                <a class="function" href="#Reader.topic">topic</a>
+                        </li>
+                        <li>
+                                <a class="function" href="#Reader.read_next">read_next</a>
+                        </li>
+                        <li>
+                                <a class="function" href="#Reader.has_message_available">has_message_available</a>
+                        </li>
+                        <li>
+                                <a class="function" href="#Reader.seek">seek</a>
+                        </li>
+                        <li>
+                                <a class="function" href="#Reader.close">close</a>
+                        </li>
+                </ul>
+
+            </li>
+            <li>
+                    <a class="class" href="#CryptoKeyReader">CryptoKeyReader</a>
+                            <ul class="memberlist">
+                        <li>
+                                <a class="function" href="#CryptoKeyReader.__init__">CryptoKeyReader</a>
+                        </li>
+                </ul>
+
+            </li>
+    </ul>
+
+
+
+        <a class="attribution" title="pdoc: Python API documentation generator" href="https://pdoc.dev" target="_blank">
+            built with <span class="visually-hidden">pdoc</span><img
+                alt="pdoc logo"
+                src="data:image/svg+xml,%3Csvg%20xmlns%3D%22http%3A//www.w3.org/2000/svg%22%20role%3D%22img%22%20aria-label%3D%22pdoc%20logo%22%20width%3D%22300%22%20height%3D%22150%22%20viewBox%3D%22-1%200%2060%2030%22%3E%3Ctitle%3Epdoc%3C/title%3E%3Cpath%20d%3D%22M29.621%2021.293c-.011-.273-.214-.475-.511-.481a.5.5%200%200%200-.489.503l-.044%201.393c-.097.551-.695%201.215-1.566%201.704-.577.428-1.306.486-2.193.182-1.426-.617-2.467-1.654-3.304-2.487l-.173-.172a3.43%203.43%200%200%200-.3 [...]
+        </a>
+</div>
+    </nav>
+    <main class="pdoc">
+            <section class="module-info">
+                    <h1 class="modulename">
+pulsar    </h1>
+
+                        <div class="docstring"><p>The Pulsar Python client library is based on the existing C++ client library.
+All the same features are exposed through the Python interface.</p>
+
+<p>Currently, the supported Python versions are 2.7, 3.5, 3.6, 3.7 and 3.8.</p>
+
+<h2 id="install-from-pypi">Install from PyPI</h2>
+
+<p>Download Python wheel binary files for MacOS and Linux
+directly from the PyPI archive.</p>
+
+<pre><code>#!shell
+$ sudo pip install pulsar-client
+</code></pre>
+
+<h2 id="install-from-sources">Install from sources</h2>
+
+<p>Follow the instructions to compile the Pulsar C++ client library. This method
+will also build the Python binding for the library.</p>
+
+<p>To install the Python bindings:</p>
+
+<pre><code>#!shell
+$ cd pulsar-client-cpp/python
+$ sudo python setup.py install
+</code></pre>
+
+<h2 id="examples">Examples</h2>
+
+<h3 id="producerpulsarproducer-example"><a href="#pulsar.Producer">Producer</a> example</h3>
+
+<pre><code>#!python
+import pulsar
+
+client = <a href="#Client">pulsar.Client</a>('pulsar://localhost:6650')
+
+producer = client.create_producer('my-topic')
+
+for i in range(10):
+    producer.send(('Hello-%d' % i).encode('utf-8'))
+
+client.close()
+</code></pre>
+
+<h4 id="consumerpulsarconsumer-example"><a href="#pulsar.Consumer">Consumer</a> Example</h4>
+
+<pre><code>#!python
+import pulsar
+
+client = <a href="#Client">pulsar.Client</a>('pulsar://localhost:6650')
+consumer = client.subscribe('my-topic', 'my-subscription')
+
+while True:
+    msg = consumer.receive()
+    try:
+        print("Received message '%s' id='%s'", msg.data().decode('utf-8'), msg.message_id())
+        consumer.acknowledge(msg)
+    except:
+        consumer.negative_acknowledge(msg)
+
+client.close()
+</code></pre>
+
+<h3 id="async-producerpulsarproducersend_async-example"><a href="#pulsar.<a href="#Producer.send_async">Producer.send_async</a>">Async producer</a> example</h3>
+
+<pre><code>#!python
+import pulsar
+
+client = <a href="#Client">pulsar.Client</a>('pulsar://localhost:6650')
+
+producer = client.create_producer(
+                'my-topic',
+                block_if_queue_full=True,
+                batching_enabled=True,
+                batching_max_publish_delay_ms=10
+            )
+
+def send_callback(res, msg_id):
+    print('Message published res=%s', res)
+
+while True:
+    producer.send_async(('Hello-%d' % i).encode('utf-8'), send_callback)
+
+client.close()
+</code></pre>
+</div>
+
+                        <input id="pulsar-view-source" class="view-source-toggle-state" type="checkbox" aria-hidden="true" tabindex="-1">
+
+                        <label class="view-source-button" for="pulsar-view-source"><span>View Source</span></label>
+
+                        <div class="pdoc-code codehilite"><pre><span></span><span id="L-1"><a href="#L-1"><span class="linenos">   1</span></a><span class="c1">#</span>
+</span><span id="L-2"><a href="#L-2"><span class="linenos">   2</span></a><span class="c1"># Licensed to the Apache Software Foundation (ASF) under one</span>
+</span><span id="L-3"><a href="#L-3"><span class="linenos">   3</span></a><span class="c1"># or more contributor license agreements.  See the NOTICE file</span>
+</span><span id="L-4"><a href="#L-4"><span class="linenos">   4</span></a><span class="c1"># distributed with this work for additional information</span>
+</span><span id="L-5"><a href="#L-5"><span class="linenos">   5</span></a><span class="c1"># regarding copyright ownership.  The ASF licenses this file</span>
+</span><span id="L-6"><a href="#L-6"><span class="linenos">   6</span></a><span class="c1"># to you under the Apache License, Version 2.0 (the</span>
+</span><span id="L-7"><a href="#L-7"><span class="linenos">   7</span></a><span class="c1"># &quot;License&quot;); you may not use this file except in compliance</span>
+</span><span id="L-8"><a href="#L-8"><span class="linenos">   8</span></a><span class="c1"># with the License.  You may obtain a copy of the License at</span>
+</span><span id="L-9"><a href="#L-9"><span class="linenos">   9</span></a><span class="c1">#</span>
+</span><span id="L-10"><a href="#L-10"><span class="linenos">  10</span></a><span class="c1">#   http://www.apache.org/licenses/LICENSE-2.0</span>
+</span><span id="L-11"><a href="#L-11"><span class="linenos">  11</span></a><span class="c1">#</span>
+</span><span id="L-12"><a href="#L-12"><span class="linenos">  12</span></a><span class="c1"># Unless required by applicable law or agreed to in writing,</span>
+</span><span id="L-13"><a href="#L-13"><span class="linenos">  13</span></a><span class="c1"># software distributed under the License is distributed on an</span>
+</span><span id="L-14"><a href="#L-14"><span class="linenos">  14</span></a><span class="c1"># &quot;AS IS&quot; BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY</span>
+</span><span id="L-15"><a href="#L-15"><span class="linenos">  15</span></a><span class="c1"># KIND, either express or implied.  See the License for the</span>
+</span><span id="L-16"><a href="#L-16"><span class="linenos">  16</span></a><span class="c1"># specific language governing permissions and limitations</span>
+</span><span id="L-17"><a href="#L-17"><span class="linenos">  17</span></a><span class="c1"># under the License.</span>
+</span><span id="L-18"><a href="#L-18"><span class="linenos">  18</span></a><span class="c1">#</span>
+</span><span id="L-19"><a href="#L-19"><span class="linenos">  19</span></a>
+</span><span id="L-20"><a href="#L-20"><span class="linenos">  20</span></a><span class="sd">&quot;&quot;&quot;</span>
+</span><span id="L-21"><a href="#L-21"><span class="linenos">  21</span></a><span class="sd">The Pulsar Python client library is based on the existing C++ client library.</span>
+</span><span id="L-22"><a href="#L-22"><span class="linenos">  22</span></a><span class="sd">All the same features are exposed through the Python interface.</span>
+</span><span id="L-23"><a href="#L-23"><span class="linenos">  23</span></a>
+</span><span id="L-24"><a href="#L-24"><span class="linenos">  24</span></a><span class="sd">Currently, the supported Python versions are 2.7, 3.5, 3.6, 3.7 and 3.8.</span>
+</span><span id="L-25"><a href="#L-25"><span class="linenos">  25</span></a>
+</span><span id="L-26"><a href="#L-26"><span class="linenos">  26</span></a><span class="sd">## Install from PyPI</span>
+</span><span id="L-27"><a href="#L-27"><span class="linenos">  27</span></a>
+</span><span id="L-28"><a href="#L-28"><span class="linenos">  28</span></a><span class="sd">Download Python wheel binary files for MacOS and Linux</span>
+</span><span id="L-29"><a href="#L-29"><span class="linenos">  29</span></a><span class="sd">directly from the PyPI archive.</span>
+</span><span id="L-30"><a href="#L-30"><span class="linenos">  30</span></a>
+</span><span id="L-31"><a href="#L-31"><span class="linenos">  31</span></a><span class="sd">    #!shell</span>
+</span><span id="L-32"><a href="#L-32"><span class="linenos">  32</span></a><span class="sd">    $ sudo pip install pulsar-client</span>
+</span><span id="L-33"><a href="#L-33"><span class="linenos">  33</span></a>
+</span><span id="L-34"><a href="#L-34"><span class="linenos">  34</span></a><span class="sd">## Install from sources</span>
+</span><span id="L-35"><a href="#L-35"><span class="linenos">  35</span></a>
+</span><span id="L-36"><a href="#L-36"><span class="linenos">  36</span></a><span class="sd">Follow the instructions to compile the Pulsar C++ client library. This method</span>
+</span><span id="L-37"><a href="#L-37"><span class="linenos">  37</span></a><span class="sd">will also build the Python binding for the library.</span>
+</span><span id="L-38"><a href="#L-38"><span class="linenos">  38</span></a>
+</span><span id="L-39"><a href="#L-39"><span class="linenos">  39</span></a><span class="sd">To install the Python bindings:</span>
+</span><span id="L-40"><a href="#L-40"><span class="linenos">  40</span></a>
+</span><span id="L-41"><a href="#L-41"><span class="linenos">  41</span></a><span class="sd">    #!shell</span>
+</span><span id="L-42"><a href="#L-42"><span class="linenos">  42</span></a><span class="sd">    $ cd pulsar-client-cpp/python</span>
+</span><span id="L-43"><a href="#L-43"><span class="linenos">  43</span></a><span class="sd">    $ sudo python setup.py install</span>
+</span><span id="L-44"><a href="#L-44"><span class="linenos">  44</span></a>
+</span><span id="L-45"><a href="#L-45"><span class="linenos">  45</span></a><span class="sd">## Examples</span>
+</span><span id="L-46"><a href="#L-46"><span class="linenos">  46</span></a>
+</span><span id="L-47"><a href="#L-47"><span class="linenos">  47</span></a><span class="sd">### [Producer](#pulsar.Producer) example</span>
+</span><span id="L-48"><a href="#L-48"><span class="linenos">  48</span></a>
+</span><span id="L-49"><a href="#L-49"><span class="linenos">  49</span></a><span class="sd">    #!python</span>
+</span><span id="L-50"><a href="#L-50"><span class="linenos">  50</span></a><span class="sd">    import pulsar</span>
+</span><span id="L-51"><a href="#L-51"><span class="linenos">  51</span></a>
+</span><span id="L-52"><a href="#L-52"><span class="linenos">  52</span></a><span class="sd">    client = pulsar.Client(&#39;pulsar://localhost:6650&#39;)</span>
+</span><span id="L-53"><a href="#L-53"><span class="linenos">  53</span></a>
+</span><span id="L-54"><a href="#L-54"><span class="linenos">  54</span></a><span class="sd">    producer = client.create_producer(&#39;my-topic&#39;)</span>
+</span><span id="L-55"><a href="#L-55"><span class="linenos">  55</span></a>
+</span><span id="L-56"><a href="#L-56"><span class="linenos">  56</span></a><span class="sd">    for i in range(10):</span>
+</span><span id="L-57"><a href="#L-57"><span class="linenos">  57</span></a><span class="sd">        producer.send((&#39;Hello-%d&#39; % i).encode(&#39;utf-8&#39;))</span>
+</span><span id="L-58"><a href="#L-58"><span class="linenos">  58</span></a>
+</span><span id="L-59"><a href="#L-59"><span class="linenos">  59</span></a><span class="sd">    client.close()</span>
+</span><span id="L-60"><a href="#L-60"><span class="linenos">  60</span></a>
+</span><span id="L-61"><a href="#L-61"><span class="linenos">  61</span></a><span class="sd">#### [Consumer](#pulsar.Consumer) Example</span>
+</span><span id="L-62"><a href="#L-62"><span class="linenos">  62</span></a>
+</span><span id="L-63"><a href="#L-63"><span class="linenos">  63</span></a><span class="sd">    #!python</span>
+</span><span id="L-64"><a href="#L-64"><span class="linenos">  64</span></a><span class="sd">    import pulsar</span>
+</span><span id="L-65"><a href="#L-65"><span class="linenos">  65</span></a>
+</span><span id="L-66"><a href="#L-66"><span class="linenos">  66</span></a><span class="sd">    client = pulsar.Client(&#39;pulsar://localhost:6650&#39;)</span>
+</span><span id="L-67"><a href="#L-67"><span class="linenos">  67</span></a><span class="sd">    consumer = client.subscribe(&#39;my-topic&#39;, &#39;my-subscription&#39;)</span>
+</span><span id="L-68"><a href="#L-68"><span class="linenos">  68</span></a>
+</span><span id="L-69"><a href="#L-69"><span class="linenos">  69</span></a><span class="sd">    while True:</span>
+</span><span id="L-70"><a href="#L-70"><span class="linenos">  70</span></a><span class="sd">        msg = consumer.receive()</span>
+</span><span id="L-71"><a href="#L-71"><span class="linenos">  71</span></a><span class="sd">        try:</span>
+</span><span id="L-72"><a href="#L-72"><span class="linenos">  72</span></a><span class="sd">            print(&quot;Received message &#39;%s&#39; id=&#39;%s&#39;&quot;, msg.data().decode(&#39;utf-8&#39;), msg.message_id())</span>
+</span><span id="L-73"><a href="#L-73"><span class="linenos">  73</span></a><span class="sd">            consumer.acknowledge(msg)</span>
+</span><span id="L-74"><a href="#L-74"><span class="linenos">  74</span></a><span class="sd">        except:</span>
+</span><span id="L-75"><a href="#L-75"><span class="linenos">  75</span></a><span class="sd">            consumer.negative_acknowledge(msg)</span>
+</span><span id="L-76"><a href="#L-76"><span class="linenos">  76</span></a>
+</span><span id="L-77"><a href="#L-77"><span class="linenos">  77</span></a><span class="sd">    client.close()</span>
+</span><span id="L-78"><a href="#L-78"><span class="linenos">  78</span></a>
+</span><span id="L-79"><a href="#L-79"><span class="linenos">  79</span></a><span class="sd">### [Async producer](#pulsar.Producer.send_async) example</span>
+</span><span id="L-80"><a href="#L-80"><span class="linenos">  80</span></a>
+</span><span id="L-81"><a href="#L-81"><span class="linenos">  81</span></a><span class="sd">    #!python</span>
+</span><span id="L-82"><a href="#L-82"><span class="linenos">  82</span></a><span class="sd">    import pulsar</span>
+</span><span id="L-83"><a href="#L-83"><span class="linenos">  83</span></a>
+</span><span id="L-84"><a href="#L-84"><span class="linenos">  84</span></a><span class="sd">    client = pulsar.Client(&#39;pulsar://localhost:6650&#39;)</span>
+</span><span id="L-85"><a href="#L-85"><span class="linenos">  85</span></a>
+</span><span id="L-86"><a href="#L-86"><span class="linenos">  86</span></a><span class="sd">    producer = client.create_producer(</span>
+</span><span id="L-87"><a href="#L-87"><span class="linenos">  87</span></a><span class="sd">                    &#39;my-topic&#39;,</span>
+</span><span id="L-88"><a href="#L-88"><span class="linenos">  88</span></a><span class="sd">                    block_if_queue_full=True,</span>
+</span><span id="L-89"><a href="#L-89"><span class="linenos">  89</span></a><span class="sd">                    batching_enabled=True,</span>
+</span><span id="L-90"><a href="#L-90"><span class="linenos">  90</span></a><span class="sd">                    batching_max_publish_delay_ms=10</span>
+</span><span id="L-91"><a href="#L-91"><span class="linenos">  91</span></a><span class="sd">                )</span>
+</span><span id="L-92"><a href="#L-92"><span class="linenos">  92</span></a>
+</span><span id="L-93"><a href="#L-93"><span class="linenos">  93</span></a><span class="sd">    def send_callback(res, msg_id):</span>
+</span><span id="L-94"><a href="#L-94"><span class="linenos">  94</span></a><span class="sd">        print(&#39;Message published res=%s&#39;, res)</span>
+</span><span id="L-95"><a href="#L-95"><span class="linenos">  95</span></a>
+</span><span id="L-96"><a href="#L-96"><span class="linenos">  96</span></a><span class="sd">    while True:</span>
+</span><span id="L-97"><a href="#L-97"><span class="linenos">  97</span></a><span class="sd">        producer.send_async((&#39;Hello-%d&#39; % i).encode(&#39;utf-8&#39;), send_callback)</span>
+</span><span id="L-98"><a href="#L-98"><span class="linenos">  98</span></a>
+</span><span id="L-99"><a href="#L-99"><span class="linenos">  99</span></a><span class="sd">    client.close()</span>
+</span><span id="L-100"><a href="#L-100"><span class="linenos"> 100</span></a><span class="sd">&quot;&quot;&quot;</span>
+</span><span id="L-101"><a href="#L-101"><span class="linenos"> 101</span></a>
+</span><span id="L-102"><a href="#L-102"><span class="linenos"> 102</span></a><span class="kn">import</span> <span class="nn">logging</span>
+</span><span id="L-103"><a href="#L-103"><span class="linenos"> 103</span></a><span class="kn">import</span> <span class="nn">_pulsar</span>
+</span><span id="L-104"><a href="#L-104"><span class="linenos"> 104</span></a>
+</span><span id="L-105"><a href="#L-105"><span class="linenos"> 105</span></a><span class="kn">from</span> <span class="nn">_pulsar</span> <span class="kn">import</span> <span class="n">Result</span><span class="p">,</span> <span class="n">CompressionType</span><span class="p">,</span> <span class="n">ConsumerType</span><span class="p">,</span> <span class="n">InitialPosition</span><span class="p">,</span> <span class="n">PartitionsRoutingMode</span><span class="p">,</span> <span class=" [...]
+</span><span id="L-106"><a href="#L-106"><span class="linenos"> 106</span></a>
+</span><span id="L-107"><a href="#L-107"><span class="linenos"> 107</span></a><span class="kn">from</span> <span class="nn">pulsar.exceptions</span> <span class="kn">import</span> <span class="o">*</span>
+</span><span id="L-108"><a href="#L-108"><span class="linenos"> 108</span></a>
+</span><span id="L-109"><a href="#L-109"><span class="linenos"> 109</span></a><span class="kn">from</span> <span class="nn">pulsar.functions.function</span> <span class="kn">import</span> <span class="n">Function</span>
+</span><span id="L-110"><a href="#L-110"><span class="linenos"> 110</span></a><span class="kn">from</span> <span class="nn">pulsar.functions.context</span> <span class="kn">import</span> <span class="n">Context</span>
+</span><span id="L-111"><a href="#L-111"><span class="linenos"> 111</span></a><span class="kn">from</span> <span class="nn">pulsar.functions.serde</span> <span class="kn">import</span> <span class="n">SerDe</span><span class="p">,</span> <span class="n">IdentitySerDe</span><span class="p">,</span> <span class="n">PickleSerDe</span>
+</span><span id="L-112"><a href="#L-112"><span class="linenos"> 112</span></a><span class="kn">from</span> <span class="nn">pulsar</span> <span class="kn">import</span> <span class="n">schema</span>
+</span><span id="L-113"><a href="#L-113"><span class="linenos"> 113</span></a><span class="n">_schema</span> <span class="o">=</span> <span class="n">schema</span>
+</span><span id="L-114"><a href="#L-114"><span class="linenos"> 114</span></a>
+</span><span id="L-115"><a href="#L-115"><span class="linenos"> 115</span></a><span class="kn">import</span> <span class="nn">re</span>
+</span><span id="L-116"><a href="#L-116"><span class="linenos"> 116</span></a><span class="n">_retype</span> <span class="o">=</span> <span class="nb">type</span><span class="p">(</span><span class="n">re</span><span class="o">.</span><span class="n">compile</span><span class="p">(</span><span class="s1">&#39;x&#39;</span><span class="p">))</span>
+</span><span id="L-117"><a href="#L-117"><span class="linenos"> 117</span></a>
+</span><span id="L-118"><a href="#L-118"><span class="linenos"> 118</span></a><span class="kn">import</span> <span class="nn">certifi</span>
+</span><span id="L-119"><a href="#L-119"><span class="linenos"> 119</span></a><span class="kn">from</span> <span class="nn">datetime</span> <span class="kn">import</span> <span class="n">timedelta</span>
+</span><span id="L-120"><a href="#L-120"><span class="linenos"> 120</span></a>
+</span><span id="L-121"><a href="#L-121"><span class="linenos"> 121</span></a>
+</span><span id="L-122"><a href="#L-122"><span class="linenos"> 122</span></a><span class="k">class</span> <span class="nc">MessageId</span><span class="p">:</span>
+</span><span id="L-123"><a href="#L-123"><span class="linenos"> 123</span></a>    <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="L-124"><a href="#L-124"><span class="linenos"> 124</span></a><span class="sd">    Represents a message id</span>
+</span><span id="L-125"><a href="#L-125"><span class="linenos"> 125</span></a><span class="sd">    &quot;&quot;&quot;</span>
+</span><span id="L-126"><a href="#L-126"><span class="linenos"> 126</span></a>
+</span><span id="L-127"><a href="#L-127"><span class="linenos"> 127</span></a>    <span class="k">def</span> <span class="fm">__init__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">partition</span><span class="o">=-</span><span class="mi">1</span><span class="p">,</span> <span class="n">ledger_id</span><span class="o">=-</span><span class="mi">1</span><span class="p">,</span> <span class="n">entry_id</span><span class="o">=-</span><spa [...]
+</span><span id="L-128"><a href="#L-128"><span class="linenos"> 128</span></a>        <span class="bp">self</span><span class="o">.</span><span class="n">_msg_id</span> <span class="o">=</span> <span class="n">_pulsar</span><span class="o">.</span><span class="n">MessageId</span><span class="p">(</span><span class="n">partition</span><span class="p">,</span> <span class="n">ledger_id</span><span class="p">,</span> <span class="n">entry_id</span><span class="p">,</span> <span class="n">ba [...]
+</span><span id="L-129"><a href="#L-129"><span class="linenos"> 129</span></a>
+</span><span id="L-130"><a href="#L-130"><span class="linenos"> 130</span></a>    <span class="s1">&#39;Represents the earliest message stored in a topic&#39;</span>
+</span><span id="L-131"><a href="#L-131"><span class="linenos"> 131</span></a>    <span class="n">earliest</span> <span class="o">=</span> <span class="n">_pulsar</span><span class="o">.</span><span class="n">MessageId</span><span class="o">.</span><span class="n">earliest</span>
+</span><span id="L-132"><a href="#L-132"><span class="linenos"> 132</span></a>
+</span><span id="L-133"><a href="#L-133"><span class="linenos"> 133</span></a>    <span class="s1">&#39;Represents the latest message published on a topic&#39;</span>
+</span><span id="L-134"><a href="#L-134"><span class="linenos"> 134</span></a>    <span class="n">latest</span> <span class="o">=</span> <span class="n">_pulsar</span><span class="o">.</span><span class="n">MessageId</span><span class="o">.</span><span class="n">latest</span>
+</span><span id="L-135"><a href="#L-135"><span class="linenos"> 135</span></a>
+</span><span id="L-136"><a href="#L-136"><span class="linenos"> 136</span></a>    <span class="k">def</span> <span class="nf">ledger_id</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="L-137"><a href="#L-137"><span class="linenos"> 137</span></a>        <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_msg_id</span><span class="o">.</span><span class="n">ledger_id</span><span class="p">()</span>
+</span><span id="L-138"><a href="#L-138"><span class="linenos"> 138</span></a>
+</span><span id="L-139"><a href="#L-139"><span class="linenos"> 139</span></a>    <span class="k">def</span> <span class="nf">entry_id</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="L-140"><a href="#L-140"><span class="linenos"> 140</span></a>        <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_msg_id</span><span class="o">.</span><span class="n">entry_id</span><span class="p">()</span>
+</span><span id="L-141"><a href="#L-141"><span class="linenos"> 141</span></a>
+</span><span id="L-142"><a href="#L-142"><span class="linenos"> 142</span></a>    <span class="k">def</span> <span class="nf">batch_index</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="L-143"><a href="#L-143"><span class="linenos"> 143</span></a>        <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_msg_id</span><span class="o">.</span><span class="n">batch_index</span><span class="p">()</span>
+</span><span id="L-144"><a href="#L-144"><span class="linenos"> 144</span></a>
+</span><span id="L-145"><a href="#L-145"><span class="linenos"> 145</span></a>    <span class="k">def</span> <span class="nf">partition</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="L-146"><a href="#L-146"><span class="linenos"> 146</span></a>        <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_msg_id</span><span class="o">.</span><span class="n">partition</span><span class="p">()</span>
+</span><span id="L-147"><a href="#L-147"><span class="linenos"> 147</span></a>
+</span><span id="L-148"><a href="#L-148"><span class="linenos"> 148</span></a>    <span class="k">def</span> <span class="nf">serialize</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="L-149"><a href="#L-149"><span class="linenos"> 149</span></a>        <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="L-150"><a href="#L-150"><span class="linenos"> 150</span></a><span class="sd">        Returns a bytes representation of the message id.</span>
+</span><span id="L-151"><a href="#L-151"><span class="linenos"> 151</span></a><span class="sd">        This bytes sequence can be stored and later deserialized.</span>
+</span><span id="L-152"><a href="#L-152"><span class="linenos"> 152</span></a><span class="sd">        &quot;&quot;&quot;</span>
+</span><span id="L-153"><a href="#L-153"><span class="linenos"> 153</span></a>        <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_msg_id</span><span class="o">.</span><span class="n">serialize</span><span class="p">()</span>
+</span><span id="L-154"><a href="#L-154"><span class="linenos"> 154</span></a>
+</span><span id="L-155"><a href="#L-155"><span class="linenos"> 155</span></a>    <span class="nd">@staticmethod</span>
+</span><span id="L-156"><a href="#L-156"><span class="linenos"> 156</span></a>    <span class="k">def</span> <span class="nf">deserialize</span><span class="p">(</span><span class="n">message_id_bytes</span><span class="p">):</span>
+</span><span id="L-157"><a href="#L-157"><span class="linenos"> 157</span></a>        <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="L-158"><a href="#L-158"><span class="linenos"> 158</span></a><span class="sd">        Deserialize a message id object from a previously</span>
+</span><span id="L-159"><a href="#L-159"><span class="linenos"> 159</span></a><span class="sd">        serialized bytes sequence.</span>
+</span><span id="L-160"><a href="#L-160"><span class="linenos"> 160</span></a><span class="sd">        &quot;&quot;&quot;</span>
+</span><span id="L-161"><a href="#L-161"><span class="linenos"> 161</span></a>        <span class="k">return</span> <span class="n">_pulsar</span><span class="o">.</span><span class="n">MessageId</span><span class="o">.</span><span class="n">deserialize</span><span class="p">(</span><span class="n">message_id_bytes</span><span class="p">)</span>
+</span><span id="L-162"><a href="#L-162"><span class="linenos"> 162</span></a>
+</span><span id="L-163"><a href="#L-163"><span class="linenos"> 163</span></a>
+</span><span id="L-164"><a href="#L-164"><span class="linenos"> 164</span></a><span class="k">class</span> <span class="nc">Message</span><span class="p">:</span>
+</span><span id="L-165"><a href="#L-165"><span class="linenos"> 165</span></a>    <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="L-166"><a href="#L-166"><span class="linenos"> 166</span></a><span class="sd">    Message objects are returned by a consumer, either by calling `receive` or</span>
+</span><span id="L-167"><a href="#L-167"><span class="linenos"> 167</span></a><span class="sd">    through a listener.</span>
+</span><span id="L-168"><a href="#L-168"><span class="linenos"> 168</span></a><span class="sd">    &quot;&quot;&quot;</span>
+</span><span id="L-169"><a href="#L-169"><span class="linenos"> 169</span></a>
+</span><span id="L-170"><a href="#L-170"><span class="linenos"> 170</span></a>    <span class="k">def</span> <span class="nf">data</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="L-171"><a href="#L-171"><span class="linenos"> 171</span></a>        <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="L-172"><a href="#L-172"><span class="linenos"> 172</span></a><span class="sd">        Returns object typed bytes with the payload of the message.</span>
+</span><span id="L-173"><a href="#L-173"><span class="linenos"> 173</span></a><span class="sd">        &quot;&quot;&quot;</span>
+</span><span id="L-174"><a href="#L-174"><span class="linenos"> 174</span></a>        <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_message</span><span class="o">.</span><span class="n">data</span><span class="p">()</span>
+</span><span id="L-175"><a href="#L-175"><span class="linenos"> 175</span></a>
+</span><span id="L-176"><a href="#L-176"><span class="linenos"> 176</span></a>    <span class="k">def</span> <span class="nf">value</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="L-177"><a href="#L-177"><span class="linenos"> 177</span></a>        <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="L-178"><a href="#L-178"><span class="linenos"> 178</span></a><span class="sd">        Returns object with the de-serialized version of the message content</span>
+</span><span id="L-179"><a href="#L-179"><span class="linenos"> 179</span></a><span class="sd">        &quot;&quot;&quot;</span>
+</span><span id="L-180"><a href="#L-180"><span class="linenos"> 180</span></a>        <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_schema</span><span class="o">.</span><span class="n">decode</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">_message</span><span class="o">.</span><span class="n">data</span><span class="p">())</span>
+</span><span id="L-181"><a href="#L-181"><span class="linenos"> 181</span></a>
+</span><span id="L-182"><a href="#L-182"><span class="linenos"> 182</span></a>    <span class="k">def</span> <span class="nf">properties</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="L-183"><a href="#L-183"><span class="linenos"> 183</span></a>        <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="L-184"><a href="#L-184"><span class="linenos"> 184</span></a><span class="sd">        Return the properties attached to the message. Properties are</span>
+</span><span id="L-185"><a href="#L-185"><span class="linenos"> 185</span></a><span class="sd">        application-defined key/value pairs that will be attached to the</span>
+</span><span id="L-186"><a href="#L-186"><span class="linenos"> 186</span></a><span class="sd">        message.</span>
+</span><span id="L-187"><a href="#L-187"><span class="linenos"> 187</span></a><span class="sd">        &quot;&quot;&quot;</span>
+</span><span id="L-188"><a href="#L-188"><span class="linenos"> 188</span></a>        <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_message</span><span class="o">.</span><span class="n">properties</span><span class="p">()</span>
+</span><span id="L-189"><a href="#L-189"><span class="linenos"> 189</span></a>
+</span><span id="L-190"><a href="#L-190"><span class="linenos"> 190</span></a>    <span class="k">def</span> <span class="nf">partition_key</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="L-191"><a href="#L-191"><span class="linenos"> 191</span></a>        <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="L-192"><a href="#L-192"><span class="linenos"> 192</span></a><span class="sd">        Get the partitioning key for the message.</span>
+</span><span id="L-193"><a href="#L-193"><span class="linenos"> 193</span></a><span class="sd">        &quot;&quot;&quot;</span>
+</span><span id="L-194"><a href="#L-194"><span class="linenos"> 194</span></a>        <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_message</span><span class="o">.</span><span class="n">partition_key</span><span class="p">()</span>
+</span><span id="L-195"><a href="#L-195"><span class="linenos"> 195</span></a>
+</span><span id="L-196"><a href="#L-196"><span class="linenos"> 196</span></a>    <span class="k">def</span> <span class="nf">publish_timestamp</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="L-197"><a href="#L-197"><span class="linenos"> 197</span></a>        <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="L-198"><a href="#L-198"><span class="linenos"> 198</span></a><span class="sd">        Get the timestamp in milliseconds with the message publish time.</span>
+</span><span id="L-199"><a href="#L-199"><span class="linenos"> 199</span></a><span class="sd">        &quot;&quot;&quot;</span>
+</span><span id="L-200"><a href="#L-200"><span class="linenos"> 200</span></a>        <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_message</span><span class="o">.</span><span class="n">publish_timestamp</span><span class="p">()</span>
+</span><span id="L-201"><a href="#L-201"><span class="linenos"> 201</span></a>
+</span><span id="L-202"><a href="#L-202"><span class="linenos"> 202</span></a>    <span class="k">def</span> <span class="nf">event_timestamp</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="L-203"><a href="#L-203"><span class="linenos"> 203</span></a>        <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="L-204"><a href="#L-204"><span class="linenos"> 204</span></a><span class="sd">        Get the timestamp in milliseconds with the message event time.</span>
+</span><span id="L-205"><a href="#L-205"><span class="linenos"> 205</span></a><span class="sd">        &quot;&quot;&quot;</span>
+</span><span id="L-206"><a href="#L-206"><span class="linenos"> 206</span></a>        <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_message</span><span class="o">.</span><span class="n">event_timestamp</span><span class="p">()</span>
+</span><span id="L-207"><a href="#L-207"><span class="linenos"> 207</span></a>
+</span><span id="L-208"><a href="#L-208"><span class="linenos"> 208</span></a>    <span class="k">def</span> <span class="nf">message_id</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="L-209"><a href="#L-209"><span class="linenos"> 209</span></a>        <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="L-210"><a href="#L-210"><span class="linenos"> 210</span></a><span class="sd">        The message ID that can be used to refere to this particular message.</span>
+</span><span id="L-211"><a href="#L-211"><span class="linenos"> 211</span></a><span class="sd">        &quot;&quot;&quot;</span>
+</span><span id="L-212"><a href="#L-212"><span class="linenos"> 212</span></a>        <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_message</span><span class="o">.</span><span class="n">message_id</span><span class="p">()</span>
+</span><span id="L-213"><a href="#L-213"><span class="linenos"> 213</span></a>
+</span><span id="L-214"><a href="#L-214"><span class="linenos"> 214</span></a>    <span class="k">def</span> <span class="nf">topic_name</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="L-215"><a href="#L-215"><span class="linenos"> 215</span></a>        <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="L-216"><a href="#L-216"><span class="linenos"> 216</span></a><span class="sd">        Get the topic Name from which this message originated from</span>
+</span><span id="L-217"><a href="#L-217"><span class="linenos"> 217</span></a><span class="sd">        &quot;&quot;&quot;</span>
+</span><span id="L-218"><a href="#L-218"><span class="linenos"> 218</span></a>        <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_message</span><span class="o">.</span><span class="n">topic_name</span><span class="p">()</span>
+</span><span id="L-219"><a href="#L-219"><span class="linenos"> 219</span></a>
+</span><span id="L-220"><a href="#L-220"><span class="linenos"> 220</span></a>    <span class="k">def</span> <span class="nf">redelivery_count</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="L-221"><a href="#L-221"><span class="linenos"> 221</span></a>        <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="L-222"><a href="#L-222"><span class="linenos"> 222</span></a><span class="sd">        Get the redelivery count for this message</span>
+</span><span id="L-223"><a href="#L-223"><span class="linenos"> 223</span></a><span class="sd">        &quot;&quot;&quot;</span>
+</span><span id="L-224"><a href="#L-224"><span class="linenos"> 224</span></a>        <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_message</span><span class="o">.</span><span class="n">redelivery_count</span><span class="p">()</span>
+</span><span id="L-225"><a href="#L-225"><span class="linenos"> 225</span></a>
+</span><span id="L-226"><a href="#L-226"><span class="linenos"> 226</span></a>    <span class="k">def</span> <span class="nf">schema_version</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="L-227"><a href="#L-227"><span class="linenos"> 227</span></a>        <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="L-228"><a href="#L-228"><span class="linenos"> 228</span></a><span class="sd">        Get the schema version for this message</span>
+</span><span id="L-229"><a href="#L-229"><span class="linenos"> 229</span></a><span class="sd">        &quot;&quot;&quot;</span>
+</span><span id="L-230"><a href="#L-230"><span class="linenos"> 230</span></a>        <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_message</span><span class="o">.</span><span class="n">schema_version</span><span class="p">()</span>
+</span><span id="L-231"><a href="#L-231"><span class="linenos"> 231</span></a>
+</span><span id="L-232"><a href="#L-232"><span class="linenos"> 232</span></a>    <span class="nd">@staticmethod</span>
+</span><span id="L-233"><a href="#L-233"><span class="linenos"> 233</span></a>    <span class="k">def</span> <span class="nf">_wrap</span><span class="p">(</span><span class="n">_message</span><span class="p">):</span>
+</span><span id="L-234"><a href="#L-234"><span class="linenos"> 234</span></a>        <span class="bp">self</span> <span class="o">=</span> <span class="n">Message</span><span class="p">()</span>
+</span><span id="L-235"><a href="#L-235"><span class="linenos"> 235</span></a>        <span class="bp">self</span><span class="o">.</span><span class="n">_message</span> <span class="o">=</span> <span class="n">_message</span>
+</span><span id="L-236"><a href="#L-236"><span class="linenos"> 236</span></a>        <span class="k">return</span> <span class="bp">self</span>
+</span><span id="L-237"><a href="#L-237"><span class="linenos"> 237</span></a>
+</span><span id="L-238"><a href="#L-238"><span class="linenos"> 238</span></a>
+</span><span id="L-239"><a href="#L-239"><span class="linenos"> 239</span></a><span class="k">class</span> <span class="nc">MessageBatch</span><span class="p">:</span>
+</span><span id="L-240"><a href="#L-240"><span class="linenos"> 240</span></a>
+</span><span id="L-241"><a href="#L-241"><span class="linenos"> 241</span></a>    <span class="k">def</span> <span class="fm">__init__</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="L-242"><a href="#L-242"><span class="linenos"> 242</span></a>        <span class="bp">self</span><span class="o">.</span><span class="n">_msg_batch</span> <span class="o">=</span> <span class="n">_pulsar</span><span class="o">.</span><span class="n">MessageBatch</span><span class="p">()</span>
+</span><span id="L-243"><a href="#L-243"><span class="linenos"> 243</span></a>
+</span><span id="L-244"><a href="#L-244"><span class="linenos"> 244</span></a>    <span class="k">def</span> <span class="nf">with_message_id</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">msg_id</span><span class="p">):</span>
+</span><span id="L-245"><a href="#L-245"><span class="linenos"> 245</span></a>        <span class="k">if</span> <span class="ow">not</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">msg_id</span><span class="p">,</span> <span class="n">_pulsar</span><span class="o">.</span><span class="n">MessageId</span><span class="p">):</span>
+</span><span id="L-246"><a href="#L-246"><span class="linenos"> 246</span></a>            <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">msg_id</span><span class="p">,</span> <span class="n">MessageId</span><span class="p">):</span>
+</span><span id="L-247"><a href="#L-247"><span class="linenos"> 247</span></a>                <span class="n">msg_id</span> <span class="o">=</span> <span class="n">msg_id</span><span class="o">.</span><span class="n">_msg_id</span>
+</span><span id="L-248"><a href="#L-248"><span class="linenos"> 248</span></a>            <span class="k">else</span><span class="p">:</span>
+</span><span id="L-249"><a href="#L-249"><span class="linenos"> 249</span></a>                <span class="k">raise</span> <span class="ne">TypeError</span><span class="p">(</span><span class="s2">&quot;unknown message id type&quot;</span><span class="p">)</span>
+</span><span id="L-250"><a href="#L-250"><span class="linenos"> 250</span></a>        <span class="bp">self</span><span class="o">.</span><span class="n">_msg_batch</span><span class="o">.</span><span class="n">with_message_id</span><span class="p">(</span><span class="n">msg_id</span><span class="p">)</span>
+</span><span id="L-251"><a href="#L-251"><span class="linenos"> 251</span></a>        <span class="k">return</span> <span class="bp">self</span>
+</span><span id="L-252"><a href="#L-252"><span class="linenos"> 252</span></a>
+</span><span id="L-253"><a href="#L-253"><span class="linenos"> 253</span></a>    <span class="k">def</span> <span class="nf">parse_from</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">data</span><span class="p">,</span> <span class="n">size</span><span class="p">):</span>
+</span><span id="L-254"><a href="#L-254"><span class="linenos"> 254</span></a>        <span class="bp">self</span><span class="o">.</span><span class="n">_msg_batch</span><span class="o">.</span><span class="n">parse_from</span><span class="p">(</span><span class="n">data</span><span class="p">,</span> <span class="n">size</span><span class="p">)</span>
+</span><span id="L-255"><a href="#L-255"><span class="linenos"> 255</span></a>        <span class="n">_msgs</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_msg_batch</span><span class="o">.</span><span class="n">messages</span><span class="p">()</span>
+</span><span id="L-256"><a href="#L-256"><span class="linenos"> 256</span></a>        <span class="k">return</span> <span class="nb">list</span><span class="p">(</span><span class="nb">map</span><span class="p">(</span><span class="n">Message</span><span class="o">.</span><span class="n">_wrap</span><span class="p">,</span> <span class="n">_msgs</span><span class="p">))</span>
+</span><span id="L-257"><a href="#L-257"><span class="linenos"> 257</span></a>
+</span><span id="L-258"><a href="#L-258"><span class="linenos"> 258</span></a>
+</span><span id="L-259"><a href="#L-259"><span class="linenos"> 259</span></a><span class="k">class</span> <span class="nc">Authentication</span><span class="p">:</span>
+</span><span id="L-260"><a href="#L-260"><span class="linenos"> 260</span></a>    <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="L-261"><a href="#L-261"><span class="linenos"> 261</span></a><span class="sd">    Authentication provider object. Used to load authentication from an external</span>
+</span><span id="L-262"><a href="#L-262"><span class="linenos"> 262</span></a><span class="sd">    shared library.</span>
+</span><span id="L-263"><a href="#L-263"><span class="linenos"> 263</span></a><span class="sd">    &quot;&quot;&quot;</span>
+</span><span id="L-264"><a href="#L-264"><span class="linenos"> 264</span></a>    <span class="k">def</span> <span class="fm">__init__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">dynamicLibPath</span><span class="p">,</span> <span class="n">authParamsString</span><span class="p">):</span>
+</span><span id="L-265"><a href="#L-265"><span class="linenos"> 265</span></a>        <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="L-266"><a href="#L-266"><span class="linenos"> 266</span></a><span class="sd">        Create the authentication provider instance.</span>
+</span><span id="L-267"><a href="#L-267"><span class="linenos"> 267</span></a>
+</span><span id="L-268"><a href="#L-268"><span class="linenos"> 268</span></a><span class="sd">        **Args**</span>
+</span><span id="L-269"><a href="#L-269"><span class="linenos"> 269</span></a>
+</span><span id="L-270"><a href="#L-270"><span class="linenos"> 270</span></a><span class="sd">        * `dynamicLibPath`: Path to the authentication provider shared library</span>
+</span><span id="L-271"><a href="#L-271"><span class="linenos"> 271</span></a><span class="sd">          (such as `tls.so`)</span>
+</span><span id="L-272"><a href="#L-272"><span class="linenos"> 272</span></a><span class="sd">        * `authParamsString`: Comma-separated list of provider-specific</span>
+</span><span id="L-273"><a href="#L-273"><span class="linenos"> 273</span></a><span class="sd">          configuration params</span>
+</span><span id="L-274"><a href="#L-274"><span class="linenos"> 274</span></a><span class="sd">        &quot;&quot;&quot;</span>
+</span><span id="L-275"><a href="#L-275"><span class="linenos"> 275</span></a>        <span class="n">_check_type</span><span class="p">(</span><span class="nb">str</span><span class="p">,</span> <span class="n">dynamicLibPath</span><span class="p">,</span> <span class="s1">&#39;dynamicLibPath&#39;</span><span class="p">)</span>
+</span><span id="L-276"><a href="#L-276"><span class="linenos"> 276</span></a>        <span class="n">_check_type</span><span class="p">(</span><span class="nb">str</span><span class="p">,</span> <span class="n">authParamsString</span><span class="p">,</span> <span class="s1">&#39;authParamsString&#39;</span><span class="p">)</span>
+</span><span id="L-277"><a href="#L-277"><span class="linenos"> 277</span></a>        <span class="bp">self</span><span class="o">.</span><span class="n">auth</span> <span class="o">=</span> <span class="n">_pulsar</span><span class="o">.</span><span class="n">Authentication</span><span class="p">(</span><span class="n">dynamicLibPath</span><span class="p">,</span> <span class="n">authParamsString</span><span class="p">)</span>
+</span><span id="L-278"><a href="#L-278"><span class="linenos"> 278</span></a>
+</span><span id="L-279"><a href="#L-279"><span class="linenos"> 279</span></a>
+</span><span id="L-280"><a href="#L-280"><span class="linenos"> 280</span></a><span class="k">class</span> <span class="nc">AuthenticationTLS</span><span class="p">(</span><span class="n">Authentication</span><span class="p">):</span>
+</span><span id="L-281"><a href="#L-281"><span class="linenos"> 281</span></a>    <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="L-282"><a href="#L-282"><span class="linenos"> 282</span></a><span class="sd">    TLS Authentication implementation</span>
+</span><span id="L-283"><a href="#L-283"><span class="linenos"> 283</span></a><span class="sd">    &quot;&quot;&quot;</span>
+</span><span id="L-284"><a href="#L-284"><span class="linenos"> 284</span></a>    <span class="k">def</span> <span class="fm">__init__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">certificate_path</span><span class="p">,</span> <span class="n">private_key_path</span><span class="p">):</span>
+</span><span id="L-285"><a href="#L-285"><span class="linenos"> 285</span></a>        <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="L-286"><a href="#L-286"><span class="linenos"> 286</span></a><span class="sd">        Create the TLS authentication provider instance.</span>
+</span><span id="L-287"><a href="#L-287"><span class="linenos"> 287</span></a>
+</span><span id="L-288"><a href="#L-288"><span class="linenos"> 288</span></a><span class="sd">        **Args**</span>
+</span><span id="L-289"><a href="#L-289"><span class="linenos"> 289</span></a>
+</span><span id="L-290"><a href="#L-290"><span class="linenos"> 290</span></a><span class="sd">        * `certificatePath`: Path to the public certificate</span>
+</span><span id="L-291"><a href="#L-291"><span class="linenos"> 291</span></a><span class="sd">        * `privateKeyPath`: Path to private TLS key</span>
+</span><span id="L-292"><a href="#L-292"><span class="linenos"> 292</span></a><span class="sd">        &quot;&quot;&quot;</span>
+</span><span id="L-293"><a href="#L-293"><span class="linenos"> 293</span></a>        <span class="n">_check_type</span><span class="p">(</span><span class="nb">str</span><span class="p">,</span> <span class="n">certificate_path</span><span class="p">,</span> <span class="s1">&#39;certificate_path&#39;</span><span class="p">)</span>
+</span><span id="L-294"><a href="#L-294"><span class="linenos"> 294</span></a>        <span class="n">_check_type</span><span class="p">(</span><span class="nb">str</span><span class="p">,</span> <span class="n">private_key_path</span><span class="p">,</span> <span class="s1">&#39;private_key_path&#39;</span><span class="p">)</span>
+</span><span id="L-295"><a href="#L-295"><span class="linenos"> 295</span></a>        <span class="bp">self</span><span class="o">.</span><span class="n">auth</span> <span class="o">=</span> <span class="n">_pulsar</span><span class="o">.</span><span class="n">AuthenticationTLS</span><span class="p">(</span><span class="n">certificate_path</span><span class="p">,</span> <span class="n">private_key_path</span><span class="p">)</span>
+</span><span id="L-296"><a href="#L-296"><span class="linenos"> 296</span></a>
+</span><span id="L-297"><a href="#L-297"><span class="linenos"> 297</span></a>
+</span><span id="L-298"><a href="#L-298"><span class="linenos"> 298</span></a><span class="k">class</span> <span class="nc">AuthenticationToken</span><span class="p">(</span><span class="n">Authentication</span><span class="p">):</span>
+</span><span id="L-299"><a href="#L-299"><span class="linenos"> 299</span></a>    <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="L-300"><a href="#L-300"><span class="linenos"> 300</span></a><span class="sd">    Token based authentication implementation</span>
+</span><span id="L-301"><a href="#L-301"><span class="linenos"> 301</span></a><span class="sd">    &quot;&quot;&quot;</span>
+</span><span id="L-302"><a href="#L-302"><span class="linenos"> 302</span></a>    <span class="k">def</span> <span class="fm">__init__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">token</span><span class="p">):</span>
+</span><span id="L-303"><a href="#L-303"><span class="linenos"> 303</span></a>        <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="L-304"><a href="#L-304"><span class="linenos"> 304</span></a><span class="sd">        Create the token authentication provider instance.</span>
+</span><span id="L-305"><a href="#L-305"><span class="linenos"> 305</span></a>
+</span><span id="L-306"><a href="#L-306"><span class="linenos"> 306</span></a><span class="sd">        **Args**</span>
+</span><span id="L-307"><a href="#L-307"><span class="linenos"> 307</span></a>
+</span><span id="L-308"><a href="#L-308"><span class="linenos"> 308</span></a><span class="sd">        * `token`: A string containing the token or a functions that provides a</span>
+</span><span id="L-309"><a href="#L-309"><span class="linenos"> 309</span></a><span class="sd">                   string with the token</span>
+</span><span id="L-310"><a href="#L-310"><span class="linenos"> 310</span></a><span class="sd">        &quot;&quot;&quot;</span>
+</span><span id="L-311"><a href="#L-311"><span class="linenos"> 311</span></a>        <span class="k">if</span> <span class="ow">not</span> <span class="p">(</span><span class="nb">isinstance</span><span class="p">(</span><span class="n">token</span><span class="p">,</span> <span class="nb">str</span><span class="p">)</span> <span class="ow">or</span> <span class="n">callable</span><span class="p">(</span><span class="n">token</span><span class="p">)):</span>
+</span><span id="L-312"><a href="#L-312"><span class="linenos"> 312</span></a>            <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span><span class="s2">&quot;Argument token is expected to be of type &#39;str&#39; or a function returning &#39;str&#39;&quot;</span><span class="p">)</span>
+</span><span id="L-313"><a href="#L-313"><span class="linenos"> 313</span></a>        <span class="bp">self</span><span class="o">.</span><span class="n">auth</span> <span class="o">=</span> <span class="n">_pulsar</span><span class="o">.</span><span class="n">AuthenticationToken</span><span class="p">(</span><span class="n">token</span><span class="p">)</span>
+</span><span id="L-314"><a href="#L-314"><span class="linenos"> 314</span></a>
+</span><span id="L-315"><a href="#L-315"><span class="linenos"> 315</span></a>
+</span><span id="L-316"><a href="#L-316"><span class="linenos"> 316</span></a><span class="k">class</span> <span class="nc">AuthenticationAthenz</span><span class="p">(</span><span class="n">Authentication</span><span class="p">):</span>
+</span><span id="L-317"><a href="#L-317"><span class="linenos"> 317</span></a>    <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="L-318"><a href="#L-318"><span class="linenos"> 318</span></a><span class="sd">    Athenz Authentication implementation</span>
+</span><span id="L-319"><a href="#L-319"><span class="linenos"> 319</span></a><span class="sd">    &quot;&quot;&quot;</span>
+</span><span id="L-320"><a href="#L-320"><span class="linenos"> 320</span></a>    <span class="k">def</span> <span class="fm">__init__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">auth_params_string</span><span class="p">):</span>
+</span><span id="L-321"><a href="#L-321"><span class="linenos"> 321</span></a>        <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="L-322"><a href="#L-322"><span class="linenos"> 322</span></a><span class="sd">        Create the Athenz authentication provider instance.</span>
+</span><span id="L-323"><a href="#L-323"><span class="linenos"> 323</span></a>
+</span><span id="L-324"><a href="#L-324"><span class="linenos"> 324</span></a><span class="sd">        **Args**</span>
+</span><span id="L-325"><a href="#L-325"><span class="linenos"> 325</span></a>
+</span><span id="L-326"><a href="#L-326"><span class="linenos"> 326</span></a><span class="sd">        * `auth_params_string`: JSON encoded configuration for Athenz client</span>
+</span><span id="L-327"><a href="#L-327"><span class="linenos"> 327</span></a><span class="sd">        &quot;&quot;&quot;</span>
+</span><span id="L-328"><a href="#L-328"><span class="linenos"> 328</span></a>        <span class="n">_check_type</span><span class="p">(</span><span class="nb">str</span><span class="p">,</span> <span class="n">auth_params_string</span><span class="p">,</span> <span class="s1">&#39;auth_params_string&#39;</span><span class="p">)</span>
+</span><span id="L-329"><a href="#L-329"><span class="linenos"> 329</span></a>        <span class="bp">self</span><span class="o">.</span><span class="n">auth</span> <span class="o">=</span> <span class="n">_pulsar</span><span class="o">.</span><span class="n">AuthenticationAthenz</span><span class="p">(</span><span class="n">auth_params_string</span><span class="p">)</span>
+</span><span id="L-330"><a href="#L-330"><span class="linenos"> 330</span></a>
+</span><span id="L-331"><a href="#L-331"><span class="linenos"> 331</span></a><span class="k">class</span> <span class="nc">AuthenticationOauth2</span><span class="p">(</span><span class="n">Authentication</span><span class="p">):</span>
+</span><span id="L-332"><a href="#L-332"><span class="linenos"> 332</span></a>    <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="L-333"><a href="#L-333"><span class="linenos"> 333</span></a><span class="sd">    Oauth2 Authentication implementation</span>
+</span><span id="L-334"><a href="#L-334"><span class="linenos"> 334</span></a><span class="sd">    &quot;&quot;&quot;</span>
+</span><span id="L-335"><a href="#L-335"><span class="linenos"> 335</span></a>    <span class="k">def</span> <span class="fm">__init__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">auth_params_string</span><span class="p">):</span>
+</span><span id="L-336"><a href="#L-336"><span class="linenos"> 336</span></a>        <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="L-337"><a href="#L-337"><span class="linenos"> 337</span></a><span class="sd">        Create the Oauth2 authentication provider instance.</span>
+</span><span id="L-338"><a href="#L-338"><span class="linenos"> 338</span></a>
+</span><span id="L-339"><a href="#L-339"><span class="linenos"> 339</span></a><span class="sd">        **Args**</span>
+</span><span id="L-340"><a href="#L-340"><span class="linenos"> 340</span></a>
+</span><span id="L-341"><a href="#L-341"><span class="linenos"> 341</span></a><span class="sd">        * `auth_params_string`: JSON encoded configuration for Oauth2 client</span>
+</span><span id="L-342"><a href="#L-342"><span class="linenos"> 342</span></a><span class="sd">        &quot;&quot;&quot;</span>
+</span><span id="L-343"><a href="#L-343"><span class="linenos"> 343</span></a>        <span class="n">_check_type</span><span class="p">(</span><span class="nb">str</span><span class="p">,</span> <span class="n">auth_params_string</span><span class="p">,</span> <span class="s1">&#39;auth_params_string&#39;</span><span class="p">)</span>
+</span><span id="L-344"><a href="#L-344"><span class="linenos"> 344</span></a>        <span class="bp">self</span><span class="o">.</span><span class="n">auth</span> <span class="o">=</span> <span class="n">_pulsar</span><span class="o">.</span><span class="n">AuthenticationOauth2</span><span class="p">(</span><span class="n">auth_params_string</span><span class="p">)</span>
+</span><span id="L-345"><a href="#L-345"><span class="linenos"> 345</span></a>
+</span><span id="L-346"><a href="#L-346"><span class="linenos"> 346</span></a><span class="k">class</span> <span class="nc">Client</span><span class="p">:</span>
+</span><span id="L-347"><a href="#L-347"><span class="linenos"> 347</span></a>    <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="L-348"><a href="#L-348"><span class="linenos"> 348</span></a><span class="sd">    The Pulsar client. A single client instance can be used to create producers</span>
+</span><span id="L-349"><a href="#L-349"><span class="linenos"> 349</span></a><span class="sd">    and consumers on multiple topics.</span>
+</span><span id="L-350"><a href="#L-350"><span class="linenos"> 350</span></a>
+</span><span id="L-351"><a href="#L-351"><span class="linenos"> 351</span></a><span class="sd">    The client will share the same connection pool and threads across all</span>
+</span><span id="L-352"><a href="#L-352"><span class="linenos"> 352</span></a><span class="sd">    producers and consumers.</span>
+</span><span id="L-353"><a href="#L-353"><span class="linenos"> 353</span></a><span class="sd">    &quot;&quot;&quot;</span>
+</span><span id="L-354"><a href="#L-354"><span class="linenos"> 354</span></a>
+</span><span id="L-355"><a href="#L-355"><span class="linenos"> 355</span></a>    <span class="k">def</span> <span class="fm">__init__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">service_url</span><span class="p">,</span>
+</span><span id="L-356"><a href="#L-356"><span class="linenos"> 356</span></a>                 <span class="n">authentication</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+</span><span id="L-357"><a href="#L-357"><span class="linenos"> 357</span></a>                 <span class="n">operation_timeout_seconds</span><span class="o">=</span><span class="mi">30</span><span class="p">,</span>
+</span><span id="L-358"><a href="#L-358"><span class="linenos"> 358</span></a>                 <span class="n">io_threads</span><span class="o">=</span><span class="mi">1</span><span class="p">,</span>
+</span><span id="L-359"><a href="#L-359"><span class="linenos"> 359</span></a>                 <span class="n">message_listener_threads</span><span class="o">=</span><span class="mi">1</span><span class="p">,</span>
+</span><span id="L-360"><a href="#L-360"><span class="linenos"> 360</span></a>                 <span class="n">concurrent_lookup_requests</span><span class="o">=</span><span class="mi">50000</span><span class="p">,</span>
+</span><span id="L-361"><a href="#L-361"><span class="linenos"> 361</span></a>                 <span class="n">log_conf_file_path</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+</span><span id="L-362"><a href="#L-362"><span class="linenos"> 362</span></a>                 <span class="n">use_tls</span><span class="o">=</span><span class="kc">False</span><span class="p">,</span>
+</span><span id="L-363"><a href="#L-363"><span class="linenos"> 363</span></a>                 <span class="n">tls_trust_certs_file_path</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+</span><span id="L-364"><a href="#L-364"><span class="linenos"> 364</span></a>                 <span class="n">tls_allow_insecure_connection</span><span class="o">=</span><span class="kc">False</span><span class="p">,</span>
+</span><span id="L-365"><a href="#L-365"><span class="linenos"> 365</span></a>                 <span class="n">tls_validate_hostname</span><span class="o">=</span><span class="kc">False</span><span class="p">,</span>
+</span><span id="L-366"><a href="#L-366"><span class="linenos"> 366</span></a>                 <span class="n">logger</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+</span><span id="L-367"><a href="#L-367"><span class="linenos"> 367</span></a>                 <span class="n">connection_timeout_ms</span><span class="o">=</span><span class="mi">10000</span><span class="p">,</span>
+</span><span id="L-368"><a href="#L-368"><span class="linenos"> 368</span></a>                 <span class="p">):</span>
+</span><span id="L-369"><a href="#L-369"><span class="linenos"> 369</span></a>        <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="L-370"><a href="#L-370"><span class="linenos"> 370</span></a><span class="sd">        Create a new Pulsar client instance.</span>
+</span><span id="L-371"><a href="#L-371"><span class="linenos"> 371</span></a>
+</span><span id="L-372"><a href="#L-372"><span class="linenos"> 372</span></a><span class="sd">        **Args**</span>
+</span><span id="L-373"><a href="#L-373"><span class="linenos"> 373</span></a>
+</span><span id="L-374"><a href="#L-374"><span class="linenos"> 374</span></a><span class="sd">        * `service_url`: The Pulsar service url eg: pulsar://my-broker.com:6650/</span>
+</span><span id="L-375"><a href="#L-375"><span class="linenos"> 375</span></a>
+</span><span id="L-376"><a href="#L-376"><span class="linenos"> 376</span></a><span class="sd">        **Options**</span>
+</span><span id="L-377"><a href="#L-377"><span class="linenos"> 377</span></a>
+</span><span id="L-378"><a href="#L-378"><span class="linenos"> 378</span></a><span class="sd">        * `authentication`:</span>
+</span><span id="L-379"><a href="#L-379"><span class="linenos"> 379</span></a><span class="sd">          Set the authentication provider to be used with the broker. For example:</span>
+</span><span id="L-380"><a href="#L-380"><span class="linenos"> 380</span></a><span class="sd">          `AuthenticationTls`, AuthenticaionToken, `AuthenticationAthenz`or `AuthenticationOauth2`</span>
+</span><span id="L-381"><a href="#L-381"><span class="linenos"> 381</span></a><span class="sd">        * `operation_timeout_seconds`:</span>
+</span><span id="L-382"><a href="#L-382"><span class="linenos"> 382</span></a><span class="sd">          Set timeout on client operations (subscribe, create producer, close,</span>
+</span><span id="L-383"><a href="#L-383"><span class="linenos"> 383</span></a><span class="sd">          unsubscribe).</span>
+</span><span id="L-384"><a href="#L-384"><span class="linenos"> 384</span></a><span class="sd">        * `io_threads`:</span>
+</span><span id="L-385"><a href="#L-385"><span class="linenos"> 385</span></a><span class="sd">          Set the number of IO threads to be used by the Pulsar client.</span>
+</span><span id="L-386"><a href="#L-386"><span class="linenos"> 386</span></a><span class="sd">        * `message_listener_threads`:</span>
+</span><span id="L-387"><a href="#L-387"><span class="linenos"> 387</span></a><span class="sd">          Set the number of threads to be used by the Pulsar client when</span>
+</span><span id="L-388"><a href="#L-388"><span class="linenos"> 388</span></a><span class="sd">          delivering messages through message listener. The default is 1 thread</span>
+</span><span id="L-389"><a href="#L-389"><span class="linenos"> 389</span></a><span class="sd">          per Pulsar client. If using more than 1 thread, messages for distinct</span>
+</span><span id="L-390"><a href="#L-390"><span class="linenos"> 390</span></a><span class="sd">          `message_listener`s will be delivered in different threads, however a</span>
+</span><span id="L-391"><a href="#L-391"><span class="linenos"> 391</span></a><span class="sd">          single `MessageListener` will always be assigned to the same thread.</span>
+</span><span id="L-392"><a href="#L-392"><span class="linenos"> 392</span></a><span class="sd">        * `concurrent_lookup_requests`:</span>
+</span><span id="L-393"><a href="#L-393"><span class="linenos"> 393</span></a><span class="sd">          Number of concurrent lookup-requests allowed on each broker connection</span>
+</span><span id="L-394"><a href="#L-394"><span class="linenos"> 394</span></a><span class="sd">          to prevent overload on the broker.</span>
+</span><span id="L-395"><a href="#L-395"><span class="linenos"> 395</span></a><span class="sd">        * `log_conf_file_path`:</span>
+</span><span id="L-396"><a href="#L-396"><span class="linenos"> 396</span></a><span class="sd">          Initialize log4cxx from a configuration file.</span>
+</span><span id="L-397"><a href="#L-397"><span class="linenos"> 397</span></a><span class="sd">        * `use_tls`:</span>
+</span><span id="L-398"><a href="#L-398"><span class="linenos"> 398</span></a><span class="sd">          Configure whether to use TLS encryption on the connection. This setting</span>
+</span><span id="L-399"><a href="#L-399"><span class="linenos"> 399</span></a><span class="sd">          is deprecated. TLS will be automatically enabled if the `serviceUrl` is</span>
+</span><span id="L-400"><a href="#L-400"><span class="linenos"> 400</span></a><span class="sd">          set to `pulsar+ssl://` or `https://`</span>
+</span><span id="L-401"><a href="#L-401"><span class="linenos"> 401</span></a><span class="sd">        * `tls_trust_certs_file_path`:</span>
+</span><span id="L-402"><a href="#L-402"><span class="linenos"> 402</span></a><span class="sd">          Set the path to the trusted TLS certificate file. If empty defaults to</span>
+</span><span id="L-403"><a href="#L-403"><span class="linenos"> 403</span></a><span class="sd">          certifi.</span>
+</span><span id="L-404"><a href="#L-404"><span class="linenos"> 404</span></a><span class="sd">        * `tls_allow_insecure_connection`:</span>
+</span><span id="L-405"><a href="#L-405"><span class="linenos"> 405</span></a><span class="sd">          Configure whether the Pulsar client accepts untrusted TLS certificates</span>
+</span><span id="L-406"><a href="#L-406"><span class="linenos"> 406</span></a><span class="sd">          from the broker.</span>
+</span><span id="L-407"><a href="#L-407"><span class="linenos"> 407</span></a><span class="sd">        * `tls_validate_hostname`:</span>
+</span><span id="L-408"><a href="#L-408"><span class="linenos"> 408</span></a><span class="sd">          Configure whether the Pulsar client validates that the hostname of the</span>
+</span><span id="L-409"><a href="#L-409"><span class="linenos"> 409</span></a><span class="sd">          endpoint, matches the common name on the TLS certificate presented by</span>
+</span><span id="L-410"><a href="#L-410"><span class="linenos"> 410</span></a><span class="sd">          the endpoint.</span>
+</span><span id="L-411"><a href="#L-411"><span class="linenos"> 411</span></a><span class="sd">        * `logger`:</span>
+</span><span id="L-412"><a href="#L-412"><span class="linenos"> 412</span></a><span class="sd">          Set a Python logger for this Pulsar client. Should be an instance of `logging.Logger`.</span>
+</span><span id="L-413"><a href="#L-413"><span class="linenos"> 413</span></a><span class="sd">        * `connection_timeout_ms`:</span>
+</span><span id="L-414"><a href="#L-414"><span class="linenos"> 414</span></a><span class="sd">          Set timeout in milliseconds on TCP connections.</span>
+</span><span id="L-415"><a href="#L-415"><span class="linenos"> 415</span></a><span class="sd">        &quot;&quot;&quot;</span>
+</span><span id="L-416"><a href="#L-416"><span class="linenos"> 416</span></a>        <span class="n">_check_type</span><span class="p">(</span><span class="nb">str</span><span class="p">,</span> <span class="n">service_url</span><span class="p">,</span> <span class="s1">&#39;service_url&#39;</span><span class="p">)</span>
+</span><span id="L-417"><a href="#L-417"><span class="linenos"> 417</span></a>        <span class="n">_check_type_or_none</span><span class="p">(</span><span class="n">Authentication</span><span class="p">,</span> <span class="n">authentication</span><span class="p">,</span> <span class="s1">&#39;authentication&#39;</span><span class="p">)</span>
+</span><span id="L-418"><a href="#L-418"><span class="linenos"> 418</span></a>        <span class="n">_check_type</span><span class="p">(</span><span class="nb">int</span><span class="p">,</span> <span class="n">operation_timeout_seconds</span><span class="p">,</span> <span class="s1">&#39;operation_timeout_seconds&#39;</span><span class="p">)</span>
+</span><span id="L-419"><a href="#L-419"><span class="linenos"> 419</span></a>        <span class="n">_check_type</span><span class="p">(</span><span class="nb">int</span><span class="p">,</span> <span class="n">connection_timeout_ms</span><span class="p">,</span> <span class="s1">&#39;connection_timeout_ms&#39;</span><span class="p">)</span>
+</span><span id="L-420"><a href="#L-420"><span class="linenos"> 420</span></a>        <span class="n">_check_type</span><span class="p">(</span><span class="nb">int</span><span class="p">,</span> <span class="n">io_threads</span><span class="p">,</span> <span class="s1">&#39;io_threads&#39;</span><span class="p">)</span>
+</span><span id="L-421"><a href="#L-421"><span class="linenos"> 421</span></a>        <span class="n">_check_type</span><span class="p">(</span><span class="nb">int</span><span class="p">,</span> <span class="n">message_listener_threads</span><span class="p">,</span> <span class="s1">&#39;message_listener_threads&#39;</span><span class="p">)</span>
+</span><span id="L-422"><a href="#L-422"><span class="linenos"> 422</span></a>        <span class="n">_check_type</span><span class="p">(</span><span class="nb">int</span><span class="p">,</span> <span class="n">concurrent_lookup_requests</span><span class="p">,</span> <span class="s1">&#39;concurrent_lookup_requests&#39;</span><span class="p">)</span>
+</span><span id="L-423"><a href="#L-423"><span class="linenos"> 423</span></a>        <span class="n">_check_type_or_none</span><span class="p">(</span><span class="nb">str</span><span class="p">,</span> <span class="n">log_conf_file_path</span><span class="p">,</span> <span class="s1">&#39;log_conf_file_path&#39;</span><span class="p">)</span>
+</span><span id="L-424"><a href="#L-424"><span class="linenos"> 424</span></a>        <span class="n">_check_type</span><span class="p">(</span><span class="nb">bool</span><span class="p">,</span> <span class="n">use_tls</span><span class="p">,</span> <span class="s1">&#39;use_tls&#39;</span><span class="p">)</span>
+</span><span id="L-425"><a href="#L-425"><span class="linenos"> 425</span></a>        <span class="n">_check_type_or_none</span><span class="p">(</span><span class="nb">str</span><span class="p">,</span> <span class="n">tls_trust_certs_file_path</span><span class="p">,</span> <span class="s1">&#39;tls_trust_certs_file_path&#39;</span><span class="p">)</span>
+</span><span id="L-426"><a href="#L-426"><span class="linenos"> 426</span></a>        <span class="n">_check_type</span><span class="p">(</span><span class="nb">bool</span><span class="p">,</span> <span class="n">tls_allow_insecure_connection</span><span class="p">,</span> <span class="s1">&#39;tls_allow_insecure_connection&#39;</span><span class="p">)</span>
+</span><span id="L-427"><a href="#L-427"><span class="linenos"> 427</span></a>        <span class="n">_check_type</span><span class="p">(</span><span class="nb">bool</span><span class="p">,</span> <span class="n">tls_validate_hostname</span><span class="p">,</span> <span class="s1">&#39;tls_validate_hostname&#39;</span><span class="p">)</span>
+</span><span id="L-428"><a href="#L-428"><span class="linenos"> 428</span></a>        <span class="n">_check_type_or_none</span><span class="p">(</span><span class="n">logging</span><span class="o">.</span><span class="n">Logger</span><span class="p">,</span> <span class="n">logger</span><span class="p">,</span> <span class="s1">&#39;logger&#39;</span><span class="p">)</span>
+</span><span id="L-429"><a href="#L-429"><span class="linenos"> 429</span></a>
+</span><span id="L-430"><a href="#L-430"><span class="linenos"> 430</span></a>        <span class="n">conf</span> <span class="o">=</span> <span class="n">_pulsar</span><span class="o">.</span><span class="n">ClientConfiguration</span><span class="p">()</span>
+</span><span id="L-431"><a href="#L-431"><span class="linenos"> 431</span></a>        <span class="k">if</span> <span class="n">authentication</span><span class="p">:</span>
+</span><span id="L-432"><a href="#L-432"><span class="linenos"> 432</span></a>            <span class="n">conf</span><span class="o">.</span><span class="n">authentication</span><span class="p">(</span><span class="n">authentication</span><span class="o">.</span><span class="n">auth</span><span class="p">)</span>
+</span><span id="L-433"><a href="#L-433"><span class="linenos"> 433</span></a>        <span class="n">conf</span><span class="o">.</span><span class="n">operation_timeout_seconds</span><span class="p">(</span><span class="n">operation_timeout_seconds</span><span class="p">)</span>
+</span><span id="L-434"><a href="#L-434"><span class="linenos"> 434</span></a>        <span class="n">conf</span><span class="o">.</span><span class="n">connection_timeout</span><span class="p">(</span><span class="n">connection_timeout_ms</span><span class="p">)</span>
+</span><span id="L-435"><a href="#L-435"><span class="linenos"> 435</span></a>        <span class="n">conf</span><span class="o">.</span><span class="n">io_threads</span><span class="p">(</span><span class="n">io_threads</span><span class="p">)</span>
+</span><span id="L-436"><a href="#L-436"><span class="linenos"> 436</span></a>        <span class="n">conf</span><span class="o">.</span><span class="n">message_listener_threads</span><span class="p">(</span><span class="n">message_listener_threads</span><span class="p">)</span>
+</span><span id="L-437"><a href="#L-437"><span class="linenos"> 437</span></a>        <span class="n">conf</span><span class="o">.</span><span class="n">concurrent_lookup_requests</span><span class="p">(</span><span class="n">concurrent_lookup_requests</span><span class="p">)</span>
+</span><span id="L-438"><a href="#L-438"><span class="linenos"> 438</span></a>        <span class="k">if</span> <span class="n">log_conf_file_path</span><span class="p">:</span>
+</span><span id="L-439"><a href="#L-439"><span class="linenos"> 439</span></a>            <span class="n">conf</span><span class="o">.</span><span class="n">log_conf_file_path</span><span class="p">(</span><span class="n">log_conf_file_path</span><span class="p">)</span>
+</span><span id="L-440"><a href="#L-440"><span class="linenos"> 440</span></a>        <span class="k">if</span> <span class="n">logger</span><span class="p">:</span>
+</span><span id="L-441"><a href="#L-441"><span class="linenos"> 441</span></a>            <span class="n">conf</span><span class="o">.</span><span class="n">set_logger</span><span class="p">(</span><span class="n">logger</span><span class="p">)</span>
+</span><span id="L-442"><a href="#L-442"><span class="linenos"> 442</span></a>        <span class="k">if</span> <span class="n">use_tls</span> <span class="ow">or</span> <span class="n">service_url</span><span class="o">.</span><span class="n">startswith</span><span class="p">(</span><span class="s1">&#39;pulsar+ssl://&#39;</span><span class="p">)</span> <span class="ow">or</span> <span class="n">service_url</span><span class="o">.</span><span class="n">startswith</span><span class="p">( [...]
+</span><span id="L-443"><a href="#L-443"><span class="linenos"> 443</span></a>            <span class="n">conf</span><span class="o">.</span><span class="n">use_tls</span><span class="p">(</span><span class="kc">True</span><span class="p">)</span>
+</span><span id="L-444"><a href="#L-444"><span class="linenos"> 444</span></a>        <span class="k">if</span> <span class="n">tls_trust_certs_file_path</span><span class="p">:</span>
+</span><span id="L-445"><a href="#L-445"><span class="linenos"> 445</span></a>            <span class="n">conf</span><span class="o">.</span><span class="n">tls_trust_certs_file_path</span><span class="p">(</span><span class="n">tls_trust_certs_file_path</span><span class="p">)</span>
+</span><span id="L-446"><a href="#L-446"><span class="linenos"> 446</span></a>        <span class="k">else</span><span class="p">:</span>
+</span><span id="L-447"><a href="#L-447"><span class="linenos"> 447</span></a>            <span class="n">conf</span><span class="o">.</span><span class="n">tls_trust_certs_file_path</span><span class="p">(</span><span class="n">certifi</span><span class="o">.</span><span class="n">where</span><span class="p">())</span>
+</span><span id="L-448"><a href="#L-448"><span class="linenos"> 448</span></a>        <span class="n">conf</span><span class="o">.</span><span class="n">tls_allow_insecure_connection</span><span class="p">(</span><span class="n">tls_allow_insecure_connection</span><span class="p">)</span>
+</span><span id="L-449"><a href="#L-449"><span class="linenos"> 449</span></a>        <span class="n">conf</span><span class="o">.</span><span class="n">tls_validate_hostname</span><span class="p">(</span><span class="n">tls_validate_hostname</span><span class="p">)</span>
+</span><span id="L-450"><a href="#L-450"><span class="linenos"> 450</span></a>        <span class="bp">self</span><span class="o">.</span><span class="n">_client</span> <span class="o">=</span> <span class="n">_pulsar</span><span class="o">.</span><span class="n">Client</span><span class="p">(</span><span class="n">service_url</span><span class="p">,</span> <span class="n">conf</span><span class="p">)</span>
+</span><span id="L-451"><a href="#L-451"><span class="linenos"> 451</span></a>        <span class="bp">self</span><span class="o">.</span><span class="n">_consumers</span> <span class="o">=</span> <span class="p">[]</span>
+</span><span id="L-452"><a href="#L-452"><span class="linenos"> 452</span></a>
+</span><span id="L-453"><a href="#L-453"><span class="linenos"> 453</span></a>    <span class="k">def</span> <span class="nf">create_producer</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">topic</span><span class="p">,</span>
+</span><span id="L-454"><a href="#L-454"><span class="linenos"> 454</span></a>                        <span class="n">producer_name</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+</span><span id="L-455"><a href="#L-455"><span class="linenos"> 455</span></a>                        <span class="n">schema</span><span class="o">=</span><span class="n">schema</span><span class="o">.</span><span class="n">BytesSchema</span><span class="p">(),</span>
+</span><span id="L-456"><a href="#L-456"><span class="linenos"> 456</span></a>                        <span class="n">initial_sequence_id</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+</span><span id="L-457"><a href="#L-457"><span class="linenos"> 457</span></a>                        <span class="n">send_timeout_millis</span><span class="o">=</span><span class="mi">30000</span><span class="p">,</span>
+</span><span id="L-458"><a href="#L-458"><span class="linenos"> 458</span></a>                        <span class="n">compression_type</span><span class="o">=</span><span class="n">CompressionType</span><span class="o">.</span><span class="n">NONE</span><span class="p">,</span>
+</span><span id="L-459"><a href="#L-459"><span class="linenos"> 459</span></a>                        <span class="n">max_pending_messages</span><span class="o">=</span><span class="mi">1000</span><span class="p">,</span>
+</span><span id="L-460"><a href="#L-460"><span class="linenos"> 460</span></a>                        <span class="n">max_pending_messages_across_partitions</span><span class="o">=</span><span class="mi">50000</span><span class="p">,</span>
+</span><span id="L-461"><a href="#L-461"><span class="linenos"> 461</span></a>                        <span class="n">block_if_queue_full</span><span class="o">=</span><span class="kc">False</span><span class="p">,</span>
+</span><span id="L-462"><a href="#L-462"><span class="linenos"> 462</span></a>                        <span class="n">batching_enabled</span><span class="o">=</span><span class="kc">False</span><span class="p">,</span>
+</span><span id="L-463"><a href="#L-463"><span class="linenos"> 463</span></a>                        <span class="n">batching_max_messages</span><span class="o">=</span><span class="mi">1000</span><span class="p">,</span>
+</span><span id="L-464"><a href="#L-464"><span class="linenos"> 464</span></a>                        <span class="n">batching_max_allowed_size_in_bytes</span><span class="o">=</span><span class="mi">128</span><span class="o">*</span><span class="mi">1024</span><span class="p">,</span>
+</span><span id="L-465"><a href="#L-465"><span class="linenos"> 465</span></a>                        <span class="n">batching_max_publish_delay_ms</span><span class="o">=</span><span class="mi">10</span><span class="p">,</span>
+</span><span id="L-466"><a href="#L-466"><span class="linenos"> 466</span></a>                        <span class="n">message_routing_mode</span><span class="o">=</span><span class="n">PartitionsRoutingMode</span><span class="o">.</span><span class="n">RoundRobinDistribution</span><span class="p">,</span>
+</span><span id="L-467"><a href="#L-467"><span class="linenos"> 467</span></a>                        <span class="n">lazy_start_partitioned_producers</span><span class="o">=</span><span class="kc">False</span><span class="p">,</span>
+</span><span id="L-468"><a href="#L-468"><span class="linenos"> 468</span></a>                        <span class="n">properties</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+</span><span id="L-469"><a href="#L-469"><span class="linenos"> 469</span></a>                        <span class="n">batching_type</span><span class="o">=</span><span class="n">BatchingType</span><span class="o">.</span><span class="n">Default</span><span class="p">,</span>
+</span><span id="L-470"><a href="#L-470"><span class="linenos"> 470</span></a>                        <span class="n">encryption_key</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+</span><span id="L-471"><a href="#L-471"><span class="linenos"> 471</span></a>                        <span class="n">crypto_key_reader</span><span class="o">=</span><span class="kc">None</span>
+</span><span id="L-472"><a href="#L-472"><span class="linenos"> 472</span></a>                        <span class="p">):</span>
+</span><span id="L-473"><a href="#L-473"><span class="linenos"> 473</span></a>        <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="L-474"><a href="#L-474"><span class="linenos"> 474</span></a><span class="sd">        Create a new producer on a given topic.</span>
+</span><span id="L-475"><a href="#L-475"><span class="linenos"> 475</span></a>
+</span><span id="L-476"><a href="#L-476"><span class="linenos"> 476</span></a><span class="sd">        **Args**</span>
+</span><span id="L-477"><a href="#L-477"><span class="linenos"> 477</span></a>
+</span><span id="L-478"><a href="#L-478"><span class="linenos"> 478</span></a><span class="sd">        * `topic`:</span>
+</span><span id="L-479"><a href="#L-479"><span class="linenos"> 479</span></a><span class="sd">          The topic name</span>
+</span><span id="L-480"><a href="#L-480"><span class="linenos"> 480</span></a>
+</span><span id="L-481"><a href="#L-481"><span class="linenos"> 481</span></a><span class="sd">        **Options**</span>
+</span><span id="L-482"><a href="#L-482"><span class="linenos"> 482</span></a>
+</span><span id="L-483"><a href="#L-483"><span class="linenos"> 483</span></a><span class="sd">        * `producer_name`:</span>
+</span><span id="L-484"><a href="#L-484"><span class="linenos"> 484</span></a><span class="sd">           Specify a name for the producer. If not assigned,</span>
+</span><span id="L-485"><a href="#L-485"><span class="linenos"> 485</span></a><span class="sd">           the system will generate a globally unique name which can be accessed</span>
+</span><span id="L-486"><a href="#L-486"><span class="linenos"> 486</span></a><span class="sd">           with `Producer.producer_name()`. When specifying a name, it is app to</span>
+</span><span id="L-487"><a href="#L-487"><span class="linenos"> 487</span></a><span class="sd">           the user to ensure that, for a given topic, the producer name is unique</span>
+</span><span id="L-488"><a href="#L-488"><span class="linenos"> 488</span></a><span class="sd">           across all Pulsar&#39;s clusters.</span>
+</span><span id="L-489"><a href="#L-489"><span class="linenos"> 489</span></a><span class="sd">        * `schema`:</span>
+</span><span id="L-490"><a href="#L-490"><span class="linenos"> 490</span></a><span class="sd">           Define the schema of the data that will be published by this producer.</span>
+</span><span id="L-491"><a href="#L-491"><span class="linenos"> 491</span></a><span class="sd">           The schema will be used for two purposes:</span>
+</span><span id="L-492"><a href="#L-492"><span class="linenos"> 492</span></a><span class="sd">             - Validate the data format against the topic defined schema</span>
+</span><span id="L-493"><a href="#L-493"><span class="linenos"> 493</span></a><span class="sd">             - Perform serialization/deserialization between data and objects</span>
+</span><span id="L-494"><a href="#L-494"><span class="linenos"> 494</span></a><span class="sd">           An example for this parameter would be to pass `schema=JsonSchema(MyRecordClass)`.</span>
+</span><span id="L-495"><a href="#L-495"><span class="linenos"> 495</span></a><span class="sd">        * `initial_sequence_id`:</span>
+</span><span id="L-496"><a href="#L-496"><span class="linenos"> 496</span></a><span class="sd">           Set the baseline for the sequence ids for messages</span>
+</span><span id="L-497"><a href="#L-497"><span class="linenos"> 497</span></a><span class="sd">           published by the producer. First message will be using</span>
+</span><span id="L-498"><a href="#L-498"><span class="linenos"> 498</span></a><span class="sd">           `(initialSequenceId + 1)`` as its sequence id and subsequent messages will</span>
+</span><span id="L-499"><a href="#L-499"><span class="linenos"> 499</span></a><span class="sd">           be assigned incremental sequence ids, if not otherwise specified.</span>
+</span><span id="L-500"><a href="#L-500"><span class="linenos"> 500</span></a><span class="sd">        * `send_timeout_millis`:</span>
+</span><span id="L-501"><a href="#L-501"><span class="linenos"> 501</span></a><span class="sd">          If a message is not acknowledged by the server before the</span>
+</span><span id="L-502"><a href="#L-502"><span class="linenos"> 502</span></a><span class="sd">          `send_timeout` expires, an error will be reported.</span>
+</span><span id="L-503"><a href="#L-503"><span class="linenos"> 503</span></a><span class="sd">        * `compression_type`:</span>
+</span><span id="L-504"><a href="#L-504"><span class="linenos"> 504</span></a><span class="sd">          Set the compression type for the producer. By default, message</span>
+</span><span id="L-505"><a href="#L-505"><span class="linenos"> 505</span></a><span class="sd">          payloads are not compressed. Supported compression types are</span>
+</span><span id="L-506"><a href="#L-506"><span class="linenos"> 506</span></a><span class="sd">          `CompressionType.LZ4`, `CompressionType.ZLib`, `CompressionType.ZSTD` and `CompressionType.SNAPPY`.</span>
+</span><span id="L-507"><a href="#L-507"><span class="linenos"> 507</span></a><span class="sd">          ZSTD is supported since Pulsar 2.3. Consumers will need to be at least at that</span>
+</span><span id="L-508"><a href="#L-508"><span class="linenos"> 508</span></a><span class="sd">          release in order to be able to receive messages compressed with ZSTD.</span>
+</span><span id="L-509"><a href="#L-509"><span class="linenos"> 509</span></a><span class="sd">          SNAPPY is supported since Pulsar 2.4. Consumers will need to be at least at that</span>
+</span><span id="L-510"><a href="#L-510"><span class="linenos"> 510</span></a><span class="sd">          release in order to be able to receive messages compressed with SNAPPY.</span>
+</span><span id="L-511"><a href="#L-511"><span class="linenos"> 511</span></a><span class="sd">        * `max_pending_messages`:</span>
+</span><span id="L-512"><a href="#L-512"><span class="linenos"> 512</span></a><span class="sd">          Set the max size of the queue holding the messages pending to receive</span>
+</span><span id="L-513"><a href="#L-513"><span class="linenos"> 513</span></a><span class="sd">          an acknowledgment from the broker.</span>
+</span><span id="L-514"><a href="#L-514"><span class="linenos"> 514</span></a><span class="sd">        * `max_pending_messages_across_partitions`:</span>
+</span><span id="L-515"><a href="#L-515"><span class="linenos"> 515</span></a><span class="sd">          Set the max size of the queue holding the messages pending to receive</span>
+</span><span id="L-516"><a href="#L-516"><span class="linenos"> 516</span></a><span class="sd">          an acknowledgment across partitions from the broker.</span>
+</span><span id="L-517"><a href="#L-517"><span class="linenos"> 517</span></a><span class="sd">        * `block_if_queue_full`: Set whether `send_async` operations should</span>
+</span><span id="L-518"><a href="#L-518"><span class="linenos"> 518</span></a><span class="sd">          block when the outgoing message queue is full.</span>
+</span><span id="L-519"><a href="#L-519"><span class="linenos"> 519</span></a><span class="sd">        * `message_routing_mode`:</span>
+</span><span id="L-520"><a href="#L-520"><span class="linenos"> 520</span></a><span class="sd">          Set the message routing mode for the partitioned producer. Default is `PartitionsRoutingMode.RoundRobinDistribution`,</span>
+</span><span id="L-521"><a href="#L-521"><span class="linenos"> 521</span></a><span class="sd">          other option is `PartitionsRoutingMode.UseSinglePartition`</span>
+</span><span id="L-522"><a href="#L-522"><span class="linenos"> 522</span></a><span class="sd">        * `lazy_start_partitioned_producers`:</span>
+</span><span id="L-523"><a href="#L-523"><span class="linenos"> 523</span></a><span class="sd">          This config affects producers of partitioned topics only. It controls whether</span>
+</span><span id="L-524"><a href="#L-524"><span class="linenos"> 524</span></a><span class="sd">          producers register and connect immediately to the owner broker of each partition</span>
+</span><span id="L-525"><a href="#L-525"><span class="linenos"> 525</span></a><span class="sd">          or start lazily on demand. The internal producer of one partition is always</span>
+</span><span id="L-526"><a href="#L-526"><span class="linenos"> 526</span></a><span class="sd">          started eagerly, chosen by the routing policy, but the internal producers of</span>
+</span><span id="L-527"><a href="#L-527"><span class="linenos"> 527</span></a><span class="sd">          any additional partitions are started on demand, upon receiving their first</span>
+</span><span id="L-528"><a href="#L-528"><span class="linenos"> 528</span></a><span class="sd">          message.</span>
+</span><span id="L-529"><a href="#L-529"><span class="linenos"> 529</span></a><span class="sd">          Using this mode can reduce the strain on brokers for topics with large numbers of</span>
+</span><span id="L-530"><a href="#L-530"><span class="linenos"> 530</span></a><span class="sd">          partitions and when the SinglePartition routing policy is used without keyed messages.</span>
+</span><span id="L-531"><a href="#L-531"><span class="linenos"> 531</span></a><span class="sd">          Because producer connection can be on demand, this can produce extra send latency</span>
+</span><span id="L-532"><a href="#L-532"><span class="linenos"> 532</span></a><span class="sd">          for the first messages of a given partition.</span>
+</span><span id="L-533"><a href="#L-533"><span class="linenos"> 533</span></a><span class="sd">        * `properties`:</span>
+</span><span id="L-534"><a href="#L-534"><span class="linenos"> 534</span></a><span class="sd">          Sets the properties for the producer. The properties associated with a producer</span>
+</span><span id="L-535"><a href="#L-535"><span class="linenos"> 535</span></a><span class="sd">          can be used for identify a producer at broker side.</span>
+</span><span id="L-536"><a href="#L-536"><span class="linenos"> 536</span></a><span class="sd">        * `batching_type`:</span>
+</span><span id="L-537"><a href="#L-537"><span class="linenos"> 537</span></a><span class="sd">          Sets the batching type for the producer.</span>
+</span><span id="L-538"><a href="#L-538"><span class="linenos"> 538</span></a><span class="sd">          There are two batching type: DefaultBatching and KeyBasedBatching.</span>
+</span><span id="L-539"><a href="#L-539"><span class="linenos"> 539</span></a><span class="sd">            - Default batching</span>
+</span><span id="L-540"><a href="#L-540"><span class="linenos"> 540</span></a><span class="sd">            incoming single messages:</span>
+</span><span id="L-541"><a href="#L-541"><span class="linenos"> 541</span></a><span class="sd">            (k1, v1), (k2, v1), (k3, v1), (k1, v2), (k2, v2), (k3, v2), (k1, v3), (k2, v3), (k3, v3)</span>
+</span><span id="L-542"><a href="#L-542"><span class="linenos"> 542</span></a><span class="sd">            batched into single batch message:</span>
+</span><span id="L-543"><a href="#L-543"><span class="linenos"> 543</span></a><span class="sd">            [(k1, v1), (k2, v1), (k3, v1), (k1, v2), (k2, v2), (k3, v2), (k1, v3), (k2, v3), (k3, v3)]</span>
+</span><span id="L-544"><a href="#L-544"><span class="linenos"> 544</span></a>
+</span><span id="L-545"><a href="#L-545"><span class="linenos"> 545</span></a><span class="sd">            - KeyBasedBatching</span>
+</span><span id="L-546"><a href="#L-546"><span class="linenos"> 546</span></a><span class="sd">            incoming single messages:</span>
+</span><span id="L-547"><a href="#L-547"><span class="linenos"> 547</span></a><span class="sd">            (k1, v1), (k2, v1), (k3, v1), (k1, v2), (k2, v2), (k3, v2), (k1, v3), (k2, v3), (k3, v3)</span>
+</span><span id="L-548"><a href="#L-548"><span class="linenos"> 548</span></a><span class="sd">            batched into single batch message:</span>
+</span><span id="L-549"><a href="#L-549"><span class="linenos"> 549</span></a><span class="sd">            [(k1, v1), (k1, v2), (k1, v3)], [(k2, v1), (k2, v2), (k2, v3)], [(k3, v1), (k3, v2), (k3, v3)]</span>
+</span><span id="L-550"><a href="#L-550"><span class="linenos"> 550</span></a><span class="sd">        * encryption_key:</span>
+</span><span id="L-551"><a href="#L-551"><span class="linenos"> 551</span></a><span class="sd">           The key used for symmetric encryption, configured on the producer side</span>
+</span><span id="L-552"><a href="#L-552"><span class="linenos"> 552</span></a><span class="sd">        * crypto_key_reader:</span>
+</span><span id="L-553"><a href="#L-553"><span class="linenos"> 553</span></a><span class="sd">           Symmetric encryption class implementation, configuring public key encryption messages for the producer</span>
+</span><span id="L-554"><a href="#L-554"><span class="linenos"> 554</span></a><span class="sd">           and private key decryption messages for the consumer</span>
+</span><span id="L-555"><a href="#L-555"><span class="linenos"> 555</span></a><span class="sd">        &quot;&quot;&quot;</span>
+</span><span id="L-556"><a href="#L-556"><span class="linenos"> 556</span></a>        <span class="n">_check_type</span><span class="p">(</span><span class="nb">str</span><span class="p">,</span> <span class="n">topic</span><span class="p">,</span> <span class="s1">&#39;topic&#39;</span><span class="p">)</span>
+</span><span id="L-557"><a href="#L-557"><span class="linenos"> 557</span></a>        <span class="n">_check_type_or_none</span><span class="p">(</span><span class="nb">str</span><span class="p">,</span> <span class="n">producer_name</span><span class="p">,</span> <span class="s1">&#39;producer_name&#39;</span><span class="p">)</span>
+</span><span id="L-558"><a href="#L-558"><span class="linenos"> 558</span></a>        <span class="n">_check_type</span><span class="p">(</span><span class="n">_schema</span><span class="o">.</span><span class="n">Schema</span><span class="p">,</span> <span class="n">schema</span><span class="p">,</span> <span class="s1">&#39;schema&#39;</span><span class="p">)</span>
+</span><span id="L-559"><a href="#L-559"><span class="linenos"> 559</span></a>        <span class="n">_check_type_or_none</span><span class="p">(</span><span class="nb">int</span><span class="p">,</span> <span class="n">initial_sequence_id</span><span class="p">,</span> <span class="s1">&#39;initial_sequence_id&#39;</span><span class="p">)</span>
+</span><span id="L-560"><a href="#L-560"><span class="linenos"> 560</span></a>        <span class="n">_check_type</span><span class="p">(</span><span class="nb">int</span><span class="p">,</span> <span class="n">send_timeout_millis</span><span class="p">,</span> <span class="s1">&#39;send_timeout_millis&#39;</span><span class="p">)</span>
+</span><span id="L-561"><a href="#L-561"><span class="linenos"> 561</span></a>        <span class="n">_check_type</span><span class="p">(</span><span class="n">CompressionType</span><span class="p">,</span> <span class="n">compression_type</span><span class="p">,</span> <span class="s1">&#39;compression_type&#39;</span><span class="p">)</span>
+</span><span id="L-562"><a href="#L-562"><span class="linenos"> 562</span></a>        <span class="n">_check_type</span><span class="p">(</span><span class="nb">int</span><span class="p">,</span> <span class="n">max_pending_messages</span><span class="p">,</span> <span class="s1">&#39;max_pending_messages&#39;</span><span class="p">)</span>
+</span><span id="L-563"><a href="#L-563"><span class="linenos"> 563</span></a>        <span class="n">_check_type</span><span class="p">(</span><span class="nb">int</span><span class="p">,</span> <span class="n">max_pending_messages_across_partitions</span><span class="p">,</span> <span class="s1">&#39;max_pending_messages_across_partitions&#39;</span><span class="p">)</span>
+</span><span id="L-564"><a href="#L-564"><span class="linenos"> 564</span></a>        <span class="n">_check_type</span><span class="p">(</span><span class="nb">bool</span><span class="p">,</span> <span class="n">block_if_queue_full</span><span class="p">,</span> <span class="s1">&#39;block_if_queue_full&#39;</span><span class="p">)</span>
+</span><span id="L-565"><a href="#L-565"><span class="linenos"> 565</span></a>        <span class="n">_check_type</span><span class="p">(</span><span class="nb">bool</span><span class="p">,</span> <span class="n">batching_enabled</span><span class="p">,</span> <span class="s1">&#39;batching_enabled&#39;</span><span class="p">)</span>
+</span><span id="L-566"><a href="#L-566"><span class="linenos"> 566</span></a>        <span class="n">_check_type</span><span class="p">(</span><span class="nb">int</span><span class="p">,</span> <span class="n">batching_max_messages</span><span class="p">,</span> <span class="s1">&#39;batching_max_messages&#39;</span><span class="p">)</span>
+</span><span id="L-567"><a href="#L-567"><span class="linenos"> 567</span></a>        <span class="n">_check_type</span><span class="p">(</span><span class="nb">int</span><span class="p">,</span> <span class="n">batching_max_allowed_size_in_bytes</span><span class="p">,</span> <span class="s1">&#39;batching_max_allowed_size_in_bytes&#39;</span><span class="p">)</span>
+</span><span id="L-568"><a href="#L-568"><span class="linenos"> 568</span></a>        <span class="n">_check_type</span><span class="p">(</span><span class="nb">int</span><span class="p">,</span> <span class="n">batching_max_publish_delay_ms</span><span class="p">,</span> <span class="s1">&#39;batching_max_publish_delay_ms&#39;</span><span class="p">)</span>
+</span><span id="L-569"><a href="#L-569"><span class="linenos"> 569</span></a>        <span class="n">_check_type_or_none</span><span class="p">(</span><span class="nb">dict</span><span class="p">,</span> <span class="n">properties</span><span class="p">,</span> <span class="s1">&#39;properties&#39;</span><span class="p">)</span>
+</span><span id="L-570"><a href="#L-570"><span class="linenos"> 570</span></a>        <span class="n">_check_type</span><span class="p">(</span><span class="n">BatchingType</span><span class="p">,</span> <span class="n">batching_type</span><span class="p">,</span> <span class="s1">&#39;batching_type&#39;</span><span class="p">)</span>
+</span><span id="L-571"><a href="#L-571"><span class="linenos"> 571</span></a>        <span class="n">_check_type_or_none</span><span class="p">(</span><span class="nb">str</span><span class="p">,</span> <span class="n">encryption_key</span><span class="p">,</span> <span class="s1">&#39;encryption_key&#39;</span><span class="p">)</span>
+</span><span id="L-572"><a href="#L-572"><span class="linenos"> 572</span></a>        <span class="n">_check_type_or_none</span><span class="p">(</span><span class="n">CryptoKeyReader</span><span class="p">,</span> <span class="n">crypto_key_reader</span><span class="p">,</span> <span class="s1">&#39;crypto_key_reader&#39;</span><span class="p">)</span>
+</span><span id="L-573"><a href="#L-573"><span class="linenos"> 573</span></a>        <span class="n">_check_type</span><span class="p">(</span><span class="nb">bool</span><span class="p">,</span> <span class="n">lazy_start_partitioned_producers</span><span class="p">,</span> <span class="s1">&#39;lazy_start_partitioned_producers&#39;</span><span class="p">)</span>
+</span><span id="L-574"><a href="#L-574"><span class="linenos"> 574</span></a>
+</span><span id="L-575"><a href="#L-575"><span class="linenos"> 575</span></a>        <span class="n">conf</span> <span class="o">=</span> <span class="n">_pulsar</span><span class="o">.</span><span class="n">ProducerConfiguration</span><span class="p">()</span>
+</span><span id="L-576"><a href="#L-576"><span class="linenos"> 576</span></a>        <span class="n">conf</span><span class="o">.</span><span class="n">send_timeout_millis</span><span class="p">(</span><span class="n">send_timeout_millis</span><span class="p">)</span>
+</span><span id="L-577"><a href="#L-577"><span class="linenos"> 577</span></a>        <span class="n">conf</span><span class="o">.</span><span class="n">compression_type</span><span class="p">(</span><span class="n">compression_type</span><span class="p">)</span>
+</span><span id="L-578"><a href="#L-578"><span class="linenos"> 578</span></a>        <span class="n">conf</span><span class="o">.</span><span class="n">max_pending_messages</span><span class="p">(</span><span class="n">max_pending_messages</span><span class="p">)</span>
+</span><span id="L-579"><a href="#L-579"><span class="linenos"> 579</span></a>        <span class="n">conf</span><span class="o">.</span><span class="n">max_pending_messages_across_partitions</span><span class="p">(</span><span class="n">max_pending_messages_across_partitions</span><span class="p">)</span>
+</span><span id="L-580"><a href="#L-580"><span class="linenos"> 580</span></a>        <span class="n">conf</span><span class="o">.</span><span class="n">block_if_queue_full</span><span class="p">(</span><span class="n">block_if_queue_full</span><span class="p">)</span>
+</span><span id="L-581"><a href="#L-581"><span class="linenos"> 581</span></a>        <span class="n">conf</span><span class="o">.</span><span class="n">batching_enabled</span><span class="p">(</span><span class="n">batching_enabled</span><span class="p">)</span>
+</span><span id="L-582"><a href="#L-582"><span class="linenos"> 582</span></a>        <span class="n">conf</span><span class="o">.</span><span class="n">batching_max_messages</span><span class="p">(</span><span class="n">batching_max_messages</span><span class="p">)</span>
+</span><span id="L-583"><a href="#L-583"><span class="linenos"> 583</span></a>        <span class="n">conf</span><span class="o">.</span><span class="n">batching_max_allowed_size_in_bytes</span><span class="p">(</span><span class="n">batching_max_allowed_size_in_bytes</span><span class="p">)</span>
+</span><span id="L-584"><a href="#L-584"><span class="linenos"> 584</span></a>        <span class="n">conf</span><span class="o">.</span><span class="n">batching_max_publish_delay_ms</span><span class="p">(</span><span class="n">batching_max_publish_delay_ms</span><span class="p">)</span>
+</span><span id="L-585"><a href="#L-585"><span class="linenos"> 585</span></a>        <span class="n">conf</span><span class="o">.</span><span class="n">partitions_routing_mode</span><span class="p">(</span><span class="n">message_routing_mode</span><span class="p">)</span>
+</span><span id="L-586"><a href="#L-586"><span class="linenos"> 586</span></a>        <span class="n">conf</span><span class="o">.</span><span class="n">batching_type</span><span class="p">(</span><span class="n">batching_type</span><span class="p">)</span>
+</span><span id="L-587"><a href="#L-587"><span class="linenos"> 587</span></a>        <span class="n">conf</span><span class="o">.</span><span class="n">lazy_start_partitioned_producers</span><span class="p">(</span><span class="n">lazy_start_partitioned_producers</span><span class="p">)</span>
+</span><span id="L-588"><a href="#L-588"><span class="linenos"> 588</span></a>        <span class="k">if</span> <span class="n">producer_name</span><span class="p">:</span>
+</span><span id="L-589"><a href="#L-589"><span class="linenos"> 589</span></a>            <span class="n">conf</span><span class="o">.</span><span class="n">producer_name</span><span class="p">(</span><span class="n">producer_name</span><span class="p">)</span>
+</span><span id="L-590"><a href="#L-590"><span class="linenos"> 590</span></a>        <span class="k">if</span> <span class="n">initial_sequence_id</span><span class="p">:</span>
+</span><span id="L-591"><a href="#L-591"><span class="linenos"> 591</span></a>            <span class="n">conf</span><span class="o">.</span><span class="n">initial_sequence_id</span><span class="p">(</span><span class="n">initial_sequence_id</span><span class="p">)</span>
+</span><span id="L-592"><a href="#L-592"><span class="linenos"> 592</span></a>        <span class="k">if</span> <span class="n">properties</span><span class="p">:</span>
+</span><span id="L-593"><a href="#L-593"><span class="linenos"> 593</span></a>            <span class="k">for</span> <span class="n">k</span><span class="p">,</span> <span class="n">v</span> <span class="ow">in</span> <span class="n">properties</span><span class="o">.</span><span class="n">items</span><span class="p">():</span>
+</span><span id="L-594"><a href="#L-594"><span class="linenos"> 594</span></a>                <span class="n">conf</span><span class="o">.</span><span class="n">property</span><span class="p">(</span><span class="n">k</span><span class="p">,</span> <span class="n">v</span><span class="p">)</span>
+</span><span id="L-595"><a href="#L-595"><span class="linenos"> 595</span></a>
+</span><span id="L-596"><a href="#L-596"><span class="linenos"> 596</span></a>        <span class="n">conf</span><span class="o">.</span><span class="n">schema</span><span class="p">(</span><span class="n">schema</span><span class="o">.</span><span class="n">schema_info</span><span class="p">())</span>
+</span><span id="L-597"><a href="#L-597"><span class="linenos"> 597</span></a>        <span class="k">if</span> <span class="n">encryption_key</span><span class="p">:</span>
+</span><span id="L-598"><a href="#L-598"><span class="linenos"> 598</span></a>            <span class="n">conf</span><span class="o">.</span><span class="n">encryption_key</span><span class="p">(</span><span class="n">encryption_key</span><span class="p">)</span>
+</span><span id="L-599"><a href="#L-599"><span class="linenos"> 599</span></a>        <span class="k">if</span> <span class="n">crypto_key_reader</span><span class="p">:</span>
+</span><span id="L-600"><a href="#L-600"><span class="linenos"> 600</span></a>            <span class="n">conf</span><span class="o">.</span><span class="n">crypto_key_reader</span><span class="p">(</span><span class="n">crypto_key_reader</span><span class="o">.</span><span class="n">cryptoKeyReader</span><span class="p">)</span>
+</span><span id="L-601"><a href="#L-601"><span class="linenos"> 601</span></a>
+</span><span id="L-602"><a href="#L-602"><span class="linenos"> 602</span></a>        <span class="n">p</span> <span class="o">=</span> <span class="n">Producer</span><span class="p">()</span>
+</span><span id="L-603"><a href="#L-603"><span class="linenos"> 603</span></a>        <span class="n">p</span><span class="o">.</span><span class="n">_producer</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_client</span><span class="o">.</span><span class="n">create_producer</span><span class="p">(</span><span class="n">topic</span><span class="p">,</span> <span class="n">conf</span><span class="p">)</span>
+</span><span id="L-604"><a href="#L-604"><span class="linenos"> 604</span></a>        <span class="n">p</span><span class="o">.</span><span class="n">_schema</span> <span class="o">=</span> <span class="n">schema</span>
+</span><span id="L-605"><a href="#L-605"><span class="linenos"> 605</span></a>        <span class="n">p</span><span class="o">.</span><span class="n">_client</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_client</span>
+</span><span id="L-606"><a href="#L-606"><span class="linenos"> 606</span></a>        <span class="k">return</span> <span class="n">p</span>
+</span><span id="L-607"><a href="#L-607"><span class="linenos"> 607</span></a>
+</span><span id="L-608"><a href="#L-608"><span class="linenos"> 608</span></a>    <span class="k">def</span> <span class="nf">subscribe</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">topic</span><span class="p">,</span> <span class="n">subscription_name</span><span class="p">,</span>
+</span><span id="L-609"><a href="#L-609"><span class="linenos"> 609</span></a>                  <span class="n">consumer_type</span><span class="o">=</span><span class="n">ConsumerType</span><span class="o">.</span><span class="n">Exclusive</span><span class="p">,</span>
+</span><span id="L-610"><a href="#L-610"><span class="linenos"> 610</span></a>                  <span class="n">schema</span><span class="o">=</span><span class="n">schema</span><span class="o">.</span><span class="n">BytesSchema</span><span class="p">(),</span>
+</span><span id="L-611"><a href="#L-611"><span class="linenos"> 611</span></a>                  <span class="n">message_listener</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+</span><span id="L-612"><a href="#L-612"><span class="linenos"> 612</span></a>                  <span class="n">receiver_queue_size</span><span class="o">=</span><span class="mi">1000</span><span class="p">,</span>
+</span><span id="L-613"><a href="#L-613"><span class="linenos"> 613</span></a>                  <span class="n">max_total_receiver_queue_size_across_partitions</span><span class="o">=</span><span class="mi">50000</span><span class="p">,</span>
+</span><span id="L-614"><a href="#L-614"><span class="linenos"> 614</span></a>                  <span class="n">consumer_name</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+</span><span id="L-615"><a href="#L-615"><span class="linenos"> 615</span></a>                  <span class="n">unacked_messages_timeout_ms</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+</span><span id="L-616"><a href="#L-616"><span class="linenos"> 616</span></a>                  <span class="n">broker_consumer_stats_cache_time_ms</span><span class="o">=</span><span class="mi">30000</span><span class="p">,</span>
+</span><span id="L-617"><a href="#L-617"><span class="linenos"> 617</span></a>                  <span class="n">negative_ack_redelivery_delay_ms</span><span class="o">=</span><span class="mi">60000</span><span class="p">,</span>
+</span><span id="L-618"><a href="#L-618"><span class="linenos"> 618</span></a>                  <span class="n">is_read_compacted</span><span class="o">=</span><span class="kc">False</span><span class="p">,</span>
+</span><span id="L-619"><a href="#L-619"><span class="linenos"> 619</span></a>                  <span class="n">properties</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+</span><span id="L-620"><a href="#L-620"><span class="linenos"> 620</span></a>                  <span class="n">pattern_auto_discovery_period</span><span class="o">=</span><span class="mi">60</span><span class="p">,</span>
+</span><span id="L-621"><a href="#L-621"><span class="linenos"> 621</span></a>                  <span class="n">initial_position</span><span class="o">=</span><span class="n">InitialPosition</span><span class="o">.</span><span class="n">Latest</span><span class="p">,</span>
+</span><span id="L-622"><a href="#L-622"><span class="linenos"> 622</span></a>                  <span class="n">crypto_key_reader</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+</span><span id="L-623"><a href="#L-623"><span class="linenos"> 623</span></a>                  <span class="n">replicate_subscription_state_enabled</span><span class="o">=</span><span class="kc">False</span>
+</span><span id="L-624"><a href="#L-624"><span class="linenos"> 624</span></a>                  <span class="p">):</span>
+</span><span id="L-625"><a href="#L-625"><span class="linenos"> 625</span></a>        <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="L-626"><a href="#L-626"><span class="linenos"> 626</span></a><span class="sd">        Subscribe to the given topic and subscription combination.</span>
+</span><span id="L-627"><a href="#L-627"><span class="linenos"> 627</span></a>
+</span><span id="L-628"><a href="#L-628"><span class="linenos"> 628</span></a><span class="sd">        **Args**</span>
+</span><span id="L-629"><a href="#L-629"><span class="linenos"> 629</span></a>
+</span><span id="L-630"><a href="#L-630"><span class="linenos"> 630</span></a><span class="sd">        * `topic`: The name of the topic, list of topics or regex pattern.</span>
+</span><span id="L-631"><a href="#L-631"><span class="linenos"> 631</span></a><span class="sd">                  This method will accept these forms:</span>
+</span><span id="L-632"><a href="#L-632"><span class="linenos"> 632</span></a><span class="sd">                    - `topic=&#39;my-topic&#39;`</span>
+</span><span id="L-633"><a href="#L-633"><span class="linenos"> 633</span></a><span class="sd">                    - `topic=[&#39;topic-1&#39;, &#39;topic-2&#39;, &#39;topic-3&#39;]`</span>
+</span><span id="L-634"><a href="#L-634"><span class="linenos"> 634</span></a><span class="sd">                    - `topic=re.compile(&#39;persistent://public/default/topic-*&#39;)`</span>
+</span><span id="L-635"><a href="#L-635"><span class="linenos"> 635</span></a><span class="sd">        * `subscription`: The name of the subscription.</span>
+</span><span id="L-636"><a href="#L-636"><span class="linenos"> 636</span></a>
+</span><span id="L-637"><a href="#L-637"><span class="linenos"> 637</span></a><span class="sd">        **Options**</span>
+</span><span id="L-638"><a href="#L-638"><span class="linenos"> 638</span></a>
+</span><span id="L-639"><a href="#L-639"><span class="linenos"> 639</span></a><span class="sd">        * `consumer_type`:</span>
+</span><span id="L-640"><a href="#L-640"><span class="linenos"> 640</span></a><span class="sd">          Select the subscription type to be used when subscribing to the topic.</span>
+</span><span id="L-641"><a href="#L-641"><span class="linenos"> 641</span></a><span class="sd">        * `schema`:</span>
+</span><span id="L-642"><a href="#L-642"><span class="linenos"> 642</span></a><span class="sd">           Define the schema of the data that will be received by this consumer.</span>
+</span><span id="L-643"><a href="#L-643"><span class="linenos"> 643</span></a><span class="sd">        * `message_listener`:</span>
+</span><span id="L-644"><a href="#L-644"><span class="linenos"> 644</span></a><span class="sd">          Sets a message listener for the consumer. When the listener is set,</span>
+</span><span id="L-645"><a href="#L-645"><span class="linenos"> 645</span></a><span class="sd">          the application will receive messages through it. Calls to</span>
+</span><span id="L-646"><a href="#L-646"><span class="linenos"> 646</span></a><span class="sd">          `consumer.receive()` will not be allowed. The listener function needs</span>
+</span><span id="L-647"><a href="#L-647"><span class="linenos"> 647</span></a><span class="sd">          to accept (consumer, message), for example:</span>
+</span><span id="L-648"><a href="#L-648"><span class="linenos"> 648</span></a>
+</span><span id="L-649"><a href="#L-649"><span class="linenos"> 649</span></a><span class="sd">                #!python</span>
+</span><span id="L-650"><a href="#L-650"><span class="linenos"> 650</span></a><span class="sd">                def my_listener(consumer, message):</span>
+</span><span id="L-651"><a href="#L-651"><span class="linenos"> 651</span></a><span class="sd">                    # process message</span>
+</span><span id="L-652"><a href="#L-652"><span class="linenos"> 652</span></a><span class="sd">                    consumer.acknowledge(message)</span>
+</span><span id="L-653"><a href="#L-653"><span class="linenos"> 653</span></a>
+</span><span id="L-654"><a href="#L-654"><span class="linenos"> 654</span></a><span class="sd">        * `receiver_queue_size`:</span>
+</span><span id="L-655"><a href="#L-655"><span class="linenos"> 655</span></a><span class="sd">          Sets the size of the consumer receive queue. The consumer receive</span>
+</span><span id="L-656"><a href="#L-656"><span class="linenos"> 656</span></a><span class="sd">          queue controls how many messages can be accumulated by the consumer</span>
+</span><span id="L-657"><a href="#L-657"><span class="linenos"> 657</span></a><span class="sd">          before the application calls `receive()`. Using a higher value could</span>
+</span><span id="L-658"><a href="#L-658"><span class="linenos"> 658</span></a><span class="sd">          potentially increase the consumer throughput at the expense of higher</span>
+</span><span id="L-659"><a href="#L-659"><span class="linenos"> 659</span></a><span class="sd">          memory utilization. Setting the consumer queue size to zero decreases</span>
+</span><span id="L-660"><a href="#L-660"><span class="linenos"> 660</span></a><span class="sd">          the throughput of the consumer by disabling pre-fetching of messages.</span>
+</span><span id="L-661"><a href="#L-661"><span class="linenos"> 661</span></a><span class="sd">          This approach improves the message distribution on shared subscription</span>
+</span><span id="L-662"><a href="#L-662"><span class="linenos"> 662</span></a><span class="sd">          by pushing messages only to those consumers that are ready to process</span>
+</span><span id="L-663"><a href="#L-663"><span class="linenos"> 663</span></a><span class="sd">          them. Neither receive with timeout nor partitioned topics can be used</span>
+</span><span id="L-664"><a href="#L-664"><span class="linenos"> 664</span></a><span class="sd">          if the consumer queue size is zero. The `receive()` function call</span>
+</span><span id="L-665"><a href="#L-665"><span class="linenos"> 665</span></a><span class="sd">          should not be interrupted when the consumer queue size is zero. The</span>
+</span><span id="L-666"><a href="#L-666"><span class="linenos"> 666</span></a><span class="sd">          default value is 1000 messages and should work well for most use</span>
+</span><span id="L-667"><a href="#L-667"><span class="linenos"> 667</span></a><span class="sd">          cases.</span>
+</span><span id="L-668"><a href="#L-668"><span class="linenos"> 668</span></a><span class="sd">        * `max_total_receiver_queue_size_across_partitions`</span>
+</span><span id="L-669"><a href="#L-669"><span class="linenos"> 669</span></a><span class="sd">          Set the max total receiver queue size across partitions.</span>
+</span><span id="L-670"><a href="#L-670"><span class="linenos"> 670</span></a><span class="sd">          This setting will be used to reduce the receiver queue size for individual partitions</span>
+</span><span id="L-671"><a href="#L-671"><span class="linenos"> 671</span></a><span class="sd">        * `consumer_name`:</span>
+</span><span id="L-672"><a href="#L-672"><span class="linenos"> 672</span></a><span class="sd">          Sets the consumer name.</span>
+</span><span id="L-673"><a href="#L-673"><span class="linenos"> 673</span></a><span class="sd">        * `unacked_messages_timeout_ms`:</span>
+</span><span id="L-674"><a href="#L-674"><span class="linenos"> 674</span></a><span class="sd">          Sets the timeout in milliseconds for unacknowledged messages. The</span>
+</span><span id="L-675"><a href="#L-675"><span class="linenos"> 675</span></a><span class="sd">          timeout needs to be greater than 10 seconds. An exception is thrown if</span>
+</span><span id="L-676"><a href="#L-676"><span class="linenos"> 676</span></a><span class="sd">          the given value is less than 10 seconds. If a successful</span>
+</span><span id="L-677"><a href="#L-677"><span class="linenos"> 677</span></a><span class="sd">          acknowledgement is not sent within the timeout, all the unacknowledged</span>
+</span><span id="L-678"><a href="#L-678"><span class="linenos"> 678</span></a><span class="sd">          messages are redelivered.</span>
+</span><span id="L-679"><a href="#L-679"><span class="linenos"> 679</span></a><span class="sd">        * `negative_ack_redelivery_delay_ms`:</span>
+</span><span id="L-680"><a href="#L-680"><span class="linenos"> 680</span></a><span class="sd">           The delay after which to redeliver the messages that failed to be</span>
+</span><span id="L-681"><a href="#L-681"><span class="linenos"> 681</span></a><span class="sd">           processed (with the `consumer.negative_acknowledge()`)</span>
+</span><span id="L-682"><a href="#L-682"><span class="linenos"> 682</span></a><span class="sd">        * `broker_consumer_stats_cache_time_ms`:</span>
+</span><span id="L-683"><a href="#L-683"><span class="linenos"> 683</span></a><span class="sd">          Sets the time duration for which the broker-side consumer stats will</span>
+</span><span id="L-684"><a href="#L-684"><span class="linenos"> 684</span></a><span class="sd">          be cached in the client.</span>
+</span><span id="L-685"><a href="#L-685"><span class="linenos"> 685</span></a><span class="sd">        * `is_read_compacted`:</span>
+</span><span id="L-686"><a href="#L-686"><span class="linenos"> 686</span></a><span class="sd">          Selects whether to read the compacted version of the topic</span>
+</span><span id="L-687"><a href="#L-687"><span class="linenos"> 687</span></a><span class="sd">        * `properties`:</span>
+</span><span id="L-688"><a href="#L-688"><span class="linenos"> 688</span></a><span class="sd">          Sets the properties for the consumer. The properties associated with a consumer</span>
+</span><span id="L-689"><a href="#L-689"><span class="linenos"> 689</span></a><span class="sd">          can be used for identify a consumer at broker side.</span>
+</span><span id="L-690"><a href="#L-690"><span class="linenos"> 690</span></a><span class="sd">        * `pattern_auto_discovery_period`:</span>
+</span><span id="L-691"><a href="#L-691"><span class="linenos"> 691</span></a><span class="sd">          Periods of seconds for consumer to auto discover match topics.</span>
+</span><span id="L-692"><a href="#L-692"><span class="linenos"> 692</span></a><span class="sd">        * `initial_position`:</span>
+</span><span id="L-693"><a href="#L-693"><span class="linenos"> 693</span></a><span class="sd">          Set the initial position of a consumer  when subscribing to the topic.</span>
+</span><span id="L-694"><a href="#L-694"><span class="linenos"> 694</span></a><span class="sd">          It could be either: `InitialPosition.Earliest` or `InitialPosition.Latest`.</span>
+</span><span id="L-695"><a href="#L-695"><span class="linenos"> 695</span></a><span class="sd">          Default: `Latest`.</span>
+</span><span id="L-696"><a href="#L-696"><span class="linenos"> 696</span></a><span class="sd">        * crypto_key_reader:</span>
+</span><span id="L-697"><a href="#L-697"><span class="linenos"> 697</span></a><span class="sd">           Symmetric encryption class implementation, configuring public key encryption messages for the producer</span>
+</span><span id="L-698"><a href="#L-698"><span class="linenos"> 698</span></a><span class="sd">           and private key decryption messages for the consumer</span>
+</span><span id="L-699"><a href="#L-699"><span class="linenos"> 699</span></a><span class="sd">        * replicate_subscription_state_enabled:</span>
+</span><span id="L-700"><a href="#L-700"><span class="linenos"> 700</span></a><span class="sd">          Set whether the subscription status should be replicated.</span>
+</span><span id="L-701"><a href="#L-701"><span class="linenos"> 701</span></a><span class="sd">          Default: `False`.</span>
+</span><span id="L-702"><a href="#L-702"><span class="linenos"> 702</span></a><span class="sd">        &quot;&quot;&quot;</span>
+</span><span id="L-703"><a href="#L-703"><span class="linenos"> 703</span></a>        <span class="n">_check_type</span><span class="p">(</span><span class="nb">str</span><span class="p">,</span> <span class="n">subscription_name</span><span class="p">,</span> <span class="s1">&#39;subscription_name&#39;</span><span class="p">)</span>
+</span><span id="L-704"><a href="#L-704"><span class="linenos"> 704</span></a>        <span class="n">_check_type</span><span class="p">(</span><span class="n">ConsumerType</span><span class="p">,</span> <span class="n">consumer_type</span><span class="p">,</span> <span class="s1">&#39;consumer_type&#39;</span><span class="p">)</span>
+</span><span id="L-705"><a href="#L-705"><span class="linenos"> 705</span></a>        <span class="n">_check_type</span><span class="p">(</span><span class="n">_schema</span><span class="o">.</span><span class="n">Schema</span><span class="p">,</span> <span class="n">schema</span><span class="p">,</span> <span class="s1">&#39;schema&#39;</span><span class="p">)</span>
+</span><span id="L-706"><a href="#L-706"><span class="linenos"> 706</span></a>        <span class="n">_check_type</span><span class="p">(</span><span class="nb">int</span><span class="p">,</span> <span class="n">receiver_queue_size</span><span class="p">,</span> <span class="s1">&#39;receiver_queue_size&#39;</span><span class="p">)</span>
+</span><span id="L-707"><a href="#L-707"><span class="linenos"> 707</span></a>        <span class="n">_check_type</span><span class="p">(</span><span class="nb">int</span><span class="p">,</span> <span class="n">max_total_receiver_queue_size_across_partitions</span><span class="p">,</span>
+</span><span id="L-708"><a href="#L-708"><span class="linenos"> 708</span></a>                    <span class="s1">&#39;max_total_receiver_queue_size_across_partitions&#39;</span><span class="p">)</span>
+</span><span id="L-709"><a href="#L-709"><span class="linenos"> 709</span></a>        <span class="n">_check_type_or_none</span><span class="p">(</span><span class="nb">str</span><span class="p">,</span> <span class="n">consumer_name</span><span class="p">,</span> <span class="s1">&#39;consumer_name&#39;</span><span class="p">)</span>
+</span><span id="L-710"><a href="#L-710"><span class="linenos"> 710</span></a>        <span class="n">_check_type_or_none</span><span class="p">(</span><span class="nb">int</span><span class="p">,</span> <span class="n">unacked_messages_timeout_ms</span><span class="p">,</span> <span class="s1">&#39;unacked_messages_timeout_ms&#39;</span><span class="p">)</span>
+</span><span id="L-711"><a href="#L-711"><span class="linenos"> 711</span></a>        <span class="n">_check_type</span><span class="p">(</span><span class="nb">int</span><span class="p">,</span> <span class="n">broker_consumer_stats_cache_time_ms</span><span class="p">,</span> <span class="s1">&#39;broker_consumer_stats_cache_time_ms&#39;</span><span class="p">)</span>
+</span><span id="L-712"><a href="#L-712"><span class="linenos"> 712</span></a>        <span class="n">_check_type</span><span class="p">(</span><span class="nb">int</span><span class="p">,</span> <span class="n">negative_ack_redelivery_delay_ms</span><span class="p">,</span> <span class="s1">&#39;negative_ack_redelivery_delay_ms&#39;</span><span class="p">)</span>
+</span><span id="L-713"><a href="#L-713"><span class="linenos"> 713</span></a>        <span class="n">_check_type</span><span class="p">(</span><span class="nb">int</span><span class="p">,</span> <span class="n">pattern_auto_discovery_period</span><span class="p">,</span> <span class="s1">&#39;pattern_auto_discovery_period&#39;</span><span class="p">)</span>
+</span><span id="L-714"><a href="#L-714"><span class="linenos"> 714</span></a>        <span class="n">_check_type</span><span class="p">(</span><span class="nb">bool</span><span class="p">,</span> <span class="n">is_read_compacted</span><span class="p">,</span> <span class="s1">&#39;is_read_compacted&#39;</span><span class="p">)</span>
+</span><span id="L-715"><a href="#L-715"><span class="linenos"> 715</span></a>        <span class="n">_check_type_or_none</span><span class="p">(</span><span class="nb">dict</span><span class="p">,</span> <span class="n">properties</span><span class="p">,</span> <span class="s1">&#39;properties&#39;</span><span class="p">)</span>
+</span><span id="L-716"><a href="#L-716"><span class="linenos"> 716</span></a>        <span class="n">_check_type</span><span class="p">(</span><span class="n">InitialPosition</span><span class="p">,</span> <span class="n">initial_position</span><span class="p">,</span> <span class="s1">&#39;initial_position&#39;</span><span class="p">)</span>
+</span><span id="L-717"><a href="#L-717"><span class="linenos"> 717</span></a>        <span class="n">_check_type_or_none</span><span class="p">(</span><span class="n">CryptoKeyReader</span><span class="p">,</span> <span class="n">crypto_key_reader</span><span class="p">,</span> <span class="s1">&#39;crypto_key_reader&#39;</span><span class="p">)</span>
+</span><span id="L-718"><a href="#L-718"><span class="linenos"> 718</span></a>
+</span><span id="L-719"><a href="#L-719"><span class="linenos"> 719</span></a>        <span class="n">conf</span> <span class="o">=</span> <span class="n">_pulsar</span><span class="o">.</span><span class="n">ConsumerConfiguration</span><span class="p">()</span>
+</span><span id="L-720"><a href="#L-720"><span class="linenos"> 720</span></a>        <span class="n">conf</span><span class="o">.</span><span class="n">consumer_type</span><span class="p">(</span><span class="n">consumer_type</span><span class="p">)</span>
+</span><span id="L-721"><a href="#L-721"><span class="linenos"> 721</span></a>        <span class="n">conf</span><span class="o">.</span><span class="n">read_compacted</span><span class="p">(</span><span class="n">is_read_compacted</span><span class="p">)</span>
+</span><span id="L-722"><a href="#L-722"><span class="linenos"> 722</span></a>        <span class="k">if</span> <span class="n">message_listener</span><span class="p">:</span>
+</span><span id="L-723"><a href="#L-723"><span class="linenos"> 723</span></a>            <span class="n">conf</span><span class="o">.</span><span class="n">message_listener</span><span class="p">(</span><span class="n">_listener_wrapper</span><span class="p">(</span><span class="n">message_listener</span><span class="p">,</span> <span class="n">schema</span><span class="p">))</span>
+</span><span id="L-724"><a href="#L-724"><span class="linenos"> 724</span></a>        <span class="n">conf</span><span class="o">.</span><span class="n">receiver_queue_size</span><span class="p">(</span><span class="n">receiver_queue_size</span><span class="p">)</span>
+</span><span id="L-725"><a href="#L-725"><span class="linenos"> 725</span></a>        <span class="n">conf</span><span class="o">.</span><span class="n">max_total_receiver_queue_size_across_partitions</span><span class="p">(</span><span class="n">max_total_receiver_queue_size_across_partitions</span><span class="p">)</span>
+</span><span id="L-726"><a href="#L-726"><span class="linenos"> 726</span></a>        <span class="k">if</span> <span class="n">consumer_name</span><span class="p">:</span>
+</span><span id="L-727"><a href="#L-727"><span class="linenos"> 727</span></a>            <span class="n">conf</span><span class="o">.</span><span class="n">consumer_name</span><span class="p">(</span><span class="n">consumer_name</span><span class="p">)</span>
+</span><span id="L-728"><a href="#L-728"><span class="linenos"> 728</span></a>        <span class="k">if</span> <span class="n">unacked_messages_timeout_ms</span><span class="p">:</span>
+</span><span id="L-729"><a href="#L-729"><span class="linenos"> 729</span></a>            <span class="n">conf</span><span class="o">.</span><span class="n">unacked_messages_timeout_ms</span><span class="p">(</span><span class="n">unacked_messages_timeout_ms</span><span class="p">)</span>
+</span><span id="L-730"><a href="#L-730"><span class="linenos"> 730</span></a>
+</span><span id="L-731"><a href="#L-731"><span class="linenos"> 731</span></a>        <span class="n">conf</span><span class="o">.</span><span class="n">negative_ack_redelivery_delay_ms</span><span class="p">(</span><span class="n">negative_ack_redelivery_delay_ms</span><span class="p">)</span>
+</span><span id="L-732"><a href="#L-732"><span class="linenos"> 732</span></a>        <span class="n">conf</span><span class="o">.</span><span class="n">broker_consumer_stats_cache_time_ms</span><span class="p">(</span><span class="n">broker_consumer_stats_cache_time_ms</span><span class="p">)</span>
+</span><span id="L-733"><a href="#L-733"><span class="linenos"> 733</span></a>        <span class="k">if</span> <span class="n">properties</span><span class="p">:</span>
+</span><span id="L-734"><a href="#L-734"><span class="linenos"> 734</span></a>            <span class="k">for</span> <span class="n">k</span><span class="p">,</span> <span class="n">v</span> <span class="ow">in</span> <span class="n">properties</span><span class="o">.</span><span class="n">items</span><span class="p">():</span>
+</span><span id="L-735"><a href="#L-735"><span class="linenos"> 735</span></a>                <span class="n">conf</span><span class="o">.</span><span class="n">property</span><span class="p">(</span><span class="n">k</span><span class="p">,</span> <span class="n">v</span><span class="p">)</span>
+</span><span id="L-736"><a href="#L-736"><span class="linenos"> 736</span></a>        <span class="n">conf</span><span class="o">.</span><span class="n">subscription_initial_position</span><span class="p">(</span><span class="n">initial_position</span><span class="p">)</span>
+</span><span id="L-737"><a href="#L-737"><span class="linenos"> 737</span></a>
+</span><span id="L-738"><a href="#L-738"><span class="linenos"> 738</span></a>        <span class="n">conf</span><span class="o">.</span><span class="n">schema</span><span class="p">(</span><span class="n">schema</span><span class="o">.</span><span class="n">schema_info</span><span class="p">())</span>
+</span><span id="L-739"><a href="#L-739"><span class="linenos"> 739</span></a>
+</span><span id="L-740"><a href="#L-740"><span class="linenos"> 740</span></a>        <span class="k">if</span> <span class="n">crypto_key_reader</span><span class="p">:</span>
+</span><span id="L-741"><a href="#L-741"><span class="linenos"> 741</span></a>            <span class="n">conf</span><span class="o">.</span><span class="n">crypto_key_reader</span><span class="p">(</span><span class="n">crypto_key_reader</span><span class="o">.</span><span class="n">cryptoKeyReader</span><span class="p">)</span>
+</span><span id="L-742"><a href="#L-742"><span class="linenos"> 742</span></a>
+</span><span id="L-743"><a href="#L-743"><span class="linenos"> 743</span></a>        <span class="n">conf</span><span class="o">.</span><span class="n">replicate_subscription_state_enabled</span><span class="p">(</span><span class="n">replicate_subscription_state_enabled</span><span class="p">)</span>
+</span><span id="L-744"><a href="#L-744"><span class="linenos"> 744</span></a>
+</span><span id="L-745"><a href="#L-745"><span class="linenos"> 745</span></a>        <span class="n">c</span> <span class="o">=</span> <span class="n">Consumer</span><span class="p">()</span>
+</span><span id="L-746"><a href="#L-746"><span class="linenos"> 746</span></a>        <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">topic</span><span class="p">,</span> <span class="nb">str</span><span class="p">):</span>
+</span><span id="L-747"><a href="#L-747"><span class="linenos"> 747</span></a>            <span class="c1"># Single topic</span>
+</span><span id="L-748"><a href="#L-748"><span class="linenos"> 748</span></a>            <span class="n">c</span><span class="o">.</span><span class="n">_consumer</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_client</span><span class="o">.</span><span class="n">subscribe</span><span class="p">(</span><span class="n">topic</span><span class="p">,</span> <span class="n">subscription_name</span><span class="p">,</span> <span class="n"> [...]
+</span><span id="L-749"><a href="#L-749"><span class="linenos"> 749</span></a>        <span class="k">elif</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">topic</span><span class="p">,</span> <span class="nb">list</span><span class="p">):</span>
+</span><span id="L-750"><a href="#L-750"><span class="linenos"> 750</span></a>            <span class="c1"># List of topics</span>
+</span><span id="L-751"><a href="#L-751"><span class="linenos"> 751</span></a>            <span class="n">c</span><span class="o">.</span><span class="n">_consumer</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_client</span><span class="o">.</span><span class="n">subscribe_topics</span><span class="p">(</span><span class="n">topic</span><span class="p">,</span> <span class="n">subscription_name</span><span class="p">,</span> <span cla [...]
+</span><span id="L-752"><a href="#L-752"><span class="linenos"> 752</span></a>        <span class="k">elif</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">topic</span><span class="p">,</span> <span class="n">_retype</span><span class="p">):</span>
+</span><span id="L-753"><a href="#L-753"><span class="linenos"> 753</span></a>            <span class="c1"># Regex pattern</span>
+</span><span id="L-754"><a href="#L-754"><span class="linenos"> 754</span></a>            <span class="n">c</span><span class="o">.</span><span class="n">_consumer</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_client</span><span class="o">.</span><span class="n">subscribe_pattern</span><span class="p">(</span><span class="n">topic</span><span class="o">.</span><span class="n">pattern</span><span class="p">,</span> <span class="n">sub [...]
+</span><span id="L-755"><a href="#L-755"><span class="linenos"> 755</span></a>        <span class="k">else</span><span class="p">:</span>
+</span><span id="L-756"><a href="#L-756"><span class="linenos"> 756</span></a>            <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span><span class="s2">&quot;Argument &#39;topic&#39; is expected to be of a type between (str, list, re.pattern)&quot;</span><span class="p">)</span>
+</span><span id="L-757"><a href="#L-757"><span class="linenos"> 757</span></a>
+</span><span id="L-758"><a href="#L-758"><span class="linenos"> 758</span></a>        <span class="n">c</span><span class="o">.</span><span class="n">_client</span> <span class="o">=</span> <span class="bp">self</span>
+</span><span id="L-759"><a href="#L-759"><span class="linenos"> 759</span></a>        <span class="n">c</span><span class="o">.</span><span class="n">_schema</span> <span class="o">=</span> <span class="n">schema</span>
+</span><span id="L-760"><a href="#L-760"><span class="linenos"> 760</span></a>        <span class="bp">self</span><span class="o">.</span><span class="n">_consumers</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">c</span><span class="p">)</span>
+</span><span id="L-761"><a href="#L-761"><span class="linenos"> 761</span></a>        <span class="k">return</span> <span class="n">c</span>
+</span><span id="L-762"><a href="#L-762"><span class="linenos"> 762</span></a>
+</span><span id="L-763"><a href="#L-763"><span class="linenos"> 763</span></a>    <span class="k">def</span> <span class="nf">create_reader</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">topic</span><span class="p">,</span> <span class="n">start_message_id</span><span class="p">,</span>
+</span><span id="L-764"><a href="#L-764"><span class="linenos"> 764</span></a>                      <span class="n">schema</span><span class="o">=</span><span class="n">schema</span><span class="o">.</span><span class="n">BytesSchema</span><span class="p">(),</span>
+</span><span id="L-765"><a href="#L-765"><span class="linenos"> 765</span></a>                      <span class="n">reader_listener</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+</span><span id="L-766"><a href="#L-766"><span class="linenos"> 766</span></a>                      <span class="n">receiver_queue_size</span><span class="o">=</span><span class="mi">1000</span><span class="p">,</span>
+</span><span id="L-767"><a href="#L-767"><span class="linenos"> 767</span></a>                      <span class="n">reader_name</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+</span><span id="L-768"><a href="#L-768"><span class="linenos"> 768</span></a>                      <span class="n">subscription_role_prefix</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+</span><span id="L-769"><a href="#L-769"><span class="linenos"> 769</span></a>                      <span class="n">is_read_compacted</span><span class="o">=</span><span class="kc">False</span><span class="p">,</span>
+</span><span id="L-770"><a href="#L-770"><span class="linenos"> 770</span></a>                      <span class="n">crypto_key_reader</span><span class="o">=</span><span class="kc">None</span>
+</span><span id="L-771"><a href="#L-771"><span class="linenos"> 771</span></a>                      <span class="p">):</span>
+</span><span id="L-772"><a href="#L-772"><span class="linenos"> 772</span></a>        <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="L-773"><a href="#L-773"><span class="linenos"> 773</span></a><span class="sd">        Create a reader on a particular topic</span>
+</span><span id="L-774"><a href="#L-774"><span class="linenos"> 774</span></a>
+</span><span id="L-775"><a href="#L-775"><span class="linenos"> 775</span></a><span class="sd">        **Args**</span>
+</span><span id="L-776"><a href="#L-776"><span class="linenos"> 776</span></a>
+</span><span id="L-777"><a href="#L-777"><span class="linenos"> 777</span></a><span class="sd">        * `topic`: The name of the topic.</span>
+</span><span id="L-778"><a href="#L-778"><span class="linenos"> 778</span></a><span class="sd">        * `start_message_id`: The initial reader positioning is done by specifying a message id.</span>
+</span><span id="L-779"><a href="#L-779"><span class="linenos"> 779</span></a><span class="sd">           The options are:</span>
+</span><span id="L-780"><a href="#L-780"><span class="linenos"> 780</span></a><span class="sd">            * `MessageId.earliest`: Start reading from the earliest message available in the topic</span>
+</span><span id="L-781"><a href="#L-781"><span class="linenos"> 781</span></a><span class="sd">            * `MessageId.latest`: Start reading from the end topic, only getting messages published</span>
+</span><span id="L-782"><a href="#L-782"><span class="linenos"> 782</span></a><span class="sd">               after the reader was created</span>
+</span><span id="L-783"><a href="#L-783"><span class="linenos"> 783</span></a><span class="sd">            * `MessageId`: When passing a particular message id, the reader will position itself on</span>
+</span><span id="L-784"><a href="#L-784"><span class="linenos"> 784</span></a><span class="sd">               that specific position. The first message to be read will be the message next to the</span>
+</span><span id="L-785"><a href="#L-785"><span class="linenos"> 785</span></a><span class="sd">               specified messageId. Message id can be serialized into a string and deserialized</span>
+</span><span id="L-786"><a href="#L-786"><span class="linenos"> 786</span></a><span class="sd">               back into a `MessageId` object:</span>
+</span><span id="L-787"><a href="#L-787"><span class="linenos"> 787</span></a>
+</span><span id="L-788"><a href="#L-788"><span class="linenos"> 788</span></a><span class="sd">                   # Serialize to string</span>
+</span><span id="L-789"><a href="#L-789"><span class="linenos"> 789</span></a><span class="sd">                   s = msg.message_id().serialize()</span>
+</span><span id="L-790"><a href="#L-790"><span class="linenos"> 790</span></a>
+</span><span id="L-791"><a href="#L-791"><span class="linenos"> 791</span></a><span class="sd">                   # Deserialize from string</span>
+</span><span id="L-792"><a href="#L-792"><span class="linenos"> 792</span></a><span class="sd">                   msg_id = MessageId.deserialize(s)</span>
+</span><span id="L-793"><a href="#L-793"><span class="linenos"> 793</span></a>
+</span><span id="L-794"><a href="#L-794"><span class="linenos"> 794</span></a><span class="sd">        **Options**</span>
+</span><span id="L-795"><a href="#L-795"><span class="linenos"> 795</span></a>
+</span><span id="L-796"><a href="#L-796"><span class="linenos"> 796</span></a><span class="sd">        * `schema`:</span>
+</span><span id="L-797"><a href="#L-797"><span class="linenos"> 797</span></a><span class="sd">           Define the schema of the data that will be received by this reader.</span>
+</span><span id="L-798"><a href="#L-798"><span class="linenos"> 798</span></a><span class="sd">        * `reader_listener`:</span>
+</span><span id="L-799"><a href="#L-799"><span class="linenos"> 799</span></a><span class="sd">          Sets a message listener for the reader. When the listener is set,</span>
+</span><span id="L-800"><a href="#L-800"><span class="linenos"> 800</span></a><span class="sd">          the application will receive messages through it. Calls to</span>
+</span><span id="L-801"><a href="#L-801"><span class="linenos"> 801</span></a><span class="sd">          `reader.read_next()` will not be allowed. The listener function needs</span>
+</span><span id="L-802"><a href="#L-802"><span class="linenos"> 802</span></a><span class="sd">          to accept (reader, message), for example:</span>
+</span><span id="L-803"><a href="#L-803"><span class="linenos"> 803</span></a>
+</span><span id="L-804"><a href="#L-804"><span class="linenos"> 804</span></a><span class="sd">                def my_listener(reader, message):</span>
+</span><span id="L-805"><a href="#L-805"><span class="linenos"> 805</span></a><span class="sd">                    # process message</span>
+</span><span id="L-806"><a href="#L-806"><span class="linenos"> 806</span></a><span class="sd">                    pass</span>
+</span><span id="L-807"><a href="#L-807"><span class="linenos"> 807</span></a>
+</span><span id="L-808"><a href="#L-808"><span class="linenos"> 808</span></a><span class="sd">        * `receiver_queue_size`:</span>
+</span><span id="L-809"><a href="#L-809"><span class="linenos"> 809</span></a><span class="sd">          Sets the size of the reader receive queue. The reader receive</span>
+</span><span id="L-810"><a href="#L-810"><span class="linenos"> 810</span></a><span class="sd">          queue controls how many messages can be accumulated by the reader</span>
+</span><span id="L-811"><a href="#L-811"><span class="linenos"> 811</span></a><span class="sd">          before the application calls `read_next()`. Using a higher value could</span>
+</span><span id="L-812"><a href="#L-812"><span class="linenos"> 812</span></a><span class="sd">          potentially increase the reader throughput at the expense of higher</span>
+</span><span id="L-813"><a href="#L-813"><span class="linenos"> 813</span></a><span class="sd">          memory utilization.</span>
+</span><span id="L-814"><a href="#L-814"><span class="linenos"> 814</span></a><span class="sd">        * `reader_name`:</span>
+</span><span id="L-815"><a href="#L-815"><span class="linenos"> 815</span></a><span class="sd">          Sets the reader name.</span>
+</span><span id="L-816"><a href="#L-816"><span class="linenos"> 816</span></a><span class="sd">        * `subscription_role_prefix`:</span>
+</span><span id="L-817"><a href="#L-817"><span class="linenos"> 817</span></a><span class="sd">          Sets the subscription role prefix.</span>
+</span><span id="L-818"><a href="#L-818"><span class="linenos"> 818</span></a><span class="sd">        * `is_read_compacted`:</span>
+</span><span id="L-819"><a href="#L-819"><span class="linenos"> 819</span></a><span class="sd">          Selects whether to read the compacted version of the topic</span>
+</span><span id="L-820"><a href="#L-820"><span class="linenos"> 820</span></a><span class="sd">        * crypto_key_reader:</span>
+</span><span id="L-821"><a href="#L-821"><span class="linenos"> 821</span></a><span class="sd">           Symmetric encryption class implementation, configuring public key encryption messages for the producer</span>
+</span><span id="L-822"><a href="#L-822"><span class="linenos"> 822</span></a><span class="sd">           and private key decryption messages for the consumer</span>
+</span><span id="L-823"><a href="#L-823"><span class="linenos"> 823</span></a><span class="sd">        &quot;&quot;&quot;</span>
+</span><span id="L-824"><a href="#L-824"><span class="linenos"> 824</span></a>        <span class="n">_check_type</span><span class="p">(</span><span class="nb">str</span><span class="p">,</span> <span class="n">topic</span><span class="p">,</span> <span class="s1">&#39;topic&#39;</span><span class="p">)</span>
+</span><span id="L-825"><a href="#L-825"><span class="linenos"> 825</span></a>        <span class="n">_check_type</span><span class="p">(</span><span class="n">_pulsar</span><span class="o">.</span><span class="n">MessageId</span><span class="p">,</span> <span class="n">start_message_id</span><span class="p">,</span> <span class="s1">&#39;start_message_id&#39;</span><span class="p">)</span>
+</span><span id="L-826"><a href="#L-826"><span class="linenos"> 826</span></a>        <span class="n">_check_type</span><span class="p">(</span><span class="n">_schema</span><span class="o">.</span><span class="n">Schema</span><span class="p">,</span> <span class="n">schema</span><span class="p">,</span> <span class="s1">&#39;schema&#39;</span><span class="p">)</span>
+</span><span id="L-827"><a href="#L-827"><span class="linenos"> 827</span></a>        <span class="n">_check_type</span><span class="p">(</span><span class="nb">int</span><span class="p">,</span> <span class="n">receiver_queue_size</span><span class="p">,</span> <span class="s1">&#39;receiver_queue_size&#39;</span><span class="p">)</span>
+</span><span id="L-828"><a href="#L-828"><span class="linenos"> 828</span></a>        <span class="n">_check_type_or_none</span><span class="p">(</span><span class="nb">str</span><span class="p">,</span> <span class="n">reader_name</span><span class="p">,</span> <span class="s1">&#39;reader_name&#39;</span><span class="p">)</span>
+</span><span id="L-829"><a href="#L-829"><span class="linenos"> 829</span></a>        <span class="n">_check_type_or_none</span><span class="p">(</span><span class="nb">str</span><span class="p">,</span> <span class="n">subscription_role_prefix</span><span class="p">,</span> <span class="s1">&#39;subscription_role_prefix&#39;</span><span class="p">)</span>
+</span><span id="L-830"><a href="#L-830"><span class="linenos"> 830</span></a>        <span class="n">_check_type</span><span class="p">(</span><span class="nb">bool</span><span class="p">,</span> <span class="n">is_read_compacted</span><span class="p">,</span> <span class="s1">&#39;is_read_compacted&#39;</span><span class="p">)</span>
+</span><span id="L-831"><a href="#L-831"><span class="linenos"> 831</span></a>        <span class="n">_check_type_or_none</span><span class="p">(</span><span class="n">CryptoKeyReader</span><span class="p">,</span> <span class="n">crypto_key_reader</span><span class="p">,</span> <span class="s1">&#39;crypto_key_reader&#39;</span><span class="p">)</span>
+</span><span id="L-832"><a href="#L-832"><span class="linenos"> 832</span></a>
+</span><span id="L-833"><a href="#L-833"><span class="linenos"> 833</span></a>        <span class="n">conf</span> <span class="o">=</span> <span class="n">_pulsar</span><span class="o">.</span><span class="n">ReaderConfiguration</span><span class="p">()</span>
+</span><span id="L-834"><a href="#L-834"><span class="linenos"> 834</span></a>        <span class="k">if</span> <span class="n">reader_listener</span><span class="p">:</span>
+</span><span id="L-835"><a href="#L-835"><span class="linenos"> 835</span></a>            <span class="n">conf</span><span class="o">.</span><span class="n">reader_listener</span><span class="p">(</span><span class="n">_listener_wrapper</span><span class="p">(</span><span class="n">reader_listener</span><span class="p">,</span> <span class="n">schema</span><span class="p">))</span>
+</span><span id="L-836"><a href="#L-836"><span class="linenos"> 836</span></a>        <span class="n">conf</span><span class="o">.</span><span class="n">receiver_queue_size</span><span class="p">(</span><span class="n">receiver_queue_size</span><span class="p">)</span>
+</span><span id="L-837"><a href="#L-837"><span class="linenos"> 837</span></a>        <span class="k">if</span> <span class="n">reader_name</span><span class="p">:</span>
+</span><span id="L-838"><a href="#L-838"><span class="linenos"> 838</span></a>            <span class="n">conf</span><span class="o">.</span><span class="n">reader_name</span><span class="p">(</span><span class="n">reader_name</span><span class="p">)</span>
+</span><span id="L-839"><a href="#L-839"><span class="linenos"> 839</span></a>        <span class="k">if</span> <span class="n">subscription_role_prefix</span><span class="p">:</span>
+</span><span id="L-840"><a href="#L-840"><span class="linenos"> 840</span></a>            <span class="n">conf</span><span class="o">.</span><span class="n">subscription_role_prefix</span><span class="p">(</span><span class="n">subscription_role_prefix</span><span class="p">)</span>
+</span><span id="L-841"><a href="#L-841"><span class="linenos"> 841</span></a>        <span class="n">conf</span><span class="o">.</span><span class="n">schema</span><span class="p">(</span><span class="n">schema</span><span class="o">.</span><span class="n">schema_info</span><span class="p">())</span>
+</span><span id="L-842"><a href="#L-842"><span class="linenos"> 842</span></a>        <span class="n">conf</span><span class="o">.</span><span class="n">read_compacted</span><span class="p">(</span><span class="n">is_read_compacted</span><span class="p">)</span>
+</span><span id="L-843"><a href="#L-843"><span class="linenos"> 843</span></a>        <span class="k">if</span> <span class="n">crypto_key_reader</span><span class="p">:</span>
+</span><span id="L-844"><a href="#L-844"><span class="linenos"> 844</span></a>            <span class="n">conf</span><span class="o">.</span><span class="n">crypto_key_reader</span><span class="p">(</span><span class="n">crypto_key_reader</span><span class="o">.</span><span class="n">cryptoKeyReader</span><span class="p">)</span>
+</span><span id="L-845"><a href="#L-845"><span class="linenos"> 845</span></a>
+</span><span id="L-846"><a href="#L-846"><span class="linenos"> 846</span></a>        <span class="n">c</span> <span class="o">=</span> <span class="n">Reader</span><span class="p">()</span>
+</span><span id="L-847"><a href="#L-847"><span class="linenos"> 847</span></a>        <span class="n">c</span><span class="o">.</span><span class="n">_reader</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_client</span><span class="o">.</span><span class="n">create_reader</span><span class="p">(</span><span class="n">topic</span><span class="p">,</span> <span class="n">start_message_id</span><span class="p">,</span> <span class="n">con [...]
+</span><span id="L-848"><a href="#L-848"><span class="linenos"> 848</span></a>        <span class="n">c</span><span class="o">.</span><span class="n">_client</span> <span class="o">=</span> <span class="bp">self</span>
+</span><span id="L-849"><a href="#L-849"><span class="linenos"> 849</span></a>        <span class="n">c</span><span class="o">.</span><span class="n">_schema</span> <span class="o">=</span> <span class="n">schema</span>
+</span><span id="L-850"><a href="#L-850"><span class="linenos"> 850</span></a>        <span class="bp">self</span><span class="o">.</span><span class="n">_consumers</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">c</span><span class="p">)</span>
+</span><span id="L-851"><a href="#L-851"><span class="linenos"> 851</span></a>        <span class="k">return</span> <span class="n">c</span>
+</span><span id="L-852"><a href="#L-852"><span class="linenos"> 852</span></a>
+</span><span id="L-853"><a href="#L-853"><span class="linenos"> 853</span></a>    <span class="k">def</span> <span class="nf">get_topic_partitions</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">topic</span><span class="p">):</span>
+</span><span id="L-854"><a href="#L-854"><span class="linenos"> 854</span></a>        <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="L-855"><a href="#L-855"><span class="linenos"> 855</span></a><span class="sd">        Get the list of partitions for a given topic.</span>
+</span><span id="L-856"><a href="#L-856"><span class="linenos"> 856</span></a>
+</span><span id="L-857"><a href="#L-857"><span class="linenos"> 857</span></a><span class="sd">        If the topic is partitioned, this will return a list of partition names. If the topic is not</span>
+</span><span id="L-858"><a href="#L-858"><span class="linenos"> 858</span></a><span class="sd">        partitioned, the returned list will contain the topic name itself.</span>
+</span><span id="L-859"><a href="#L-859"><span class="linenos"> 859</span></a>
+</span><span id="L-860"><a href="#L-860"><span class="linenos"> 860</span></a><span class="sd">        This can be used to discover the partitions and create Reader, Consumer or Producer</span>
+</span><span id="L-861"><a href="#L-861"><span class="linenos"> 861</span></a><span class="sd">        instances directly on a particular partition.</span>
+</span><span id="L-862"><a href="#L-862"><span class="linenos"> 862</span></a><span class="sd">        :param topic: the topic name to lookup</span>
+</span><span id="L-863"><a href="#L-863"><span class="linenos"> 863</span></a><span class="sd">        :return: a list of partition name</span>
+</span><span id="L-864"><a href="#L-864"><span class="linenos"> 864</span></a><span class="sd">        &quot;&quot;&quot;</span>
+</span><span id="L-865"><a href="#L-865"><span class="linenos"> 865</span></a>        <span class="n">_check_type</span><span class="p">(</span><span class="nb">str</span><span class="p">,</span> <span class="n">topic</span><span class="p">,</span> <span class="s1">&#39;topic&#39;</span><span class="p">)</span>
+</span><span id="L-866"><a href="#L-866"><span class="linenos"> 866</span></a>        <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_client</span><span class="o">.</span><span class="n">get_topic_partitions</span><span class="p">(</span><span class="n">topic</span><span class="p">)</span>
+</span><span id="L-867"><a href="#L-867"><span class="linenos"> 867</span></a>
+</span><span id="L-868"><a href="#L-868"><span class="linenos"> 868</span></a>    <span class="k">def</span> <span class="nf">shutdown</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="L-869"><a href="#L-869"><span class="linenos"> 869</span></a>        <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="L-870"><a href="#L-870"><span class="linenos"> 870</span></a><span class="sd">        Perform immediate shutdown of Pulsar client.</span>
+</span><span id="L-871"><a href="#L-871"><span class="linenos"> 871</span></a>
+</span><span id="L-872"><a href="#L-872"><span class="linenos"> 872</span></a><span class="sd">        Release all resources and close all producer, consumer, and readers without waiting</span>
+</span><span id="L-873"><a href="#L-873"><span class="linenos"> 873</span></a><span class="sd">        for ongoing operations to complete.</span>
+</span><span id="L-874"><a href="#L-874"><span class="linenos"> 874</span></a><span class="sd">        &quot;&quot;&quot;</span>
+</span><span id="L-875"><a href="#L-875"><span class="linenos"> 875</span></a>        <span class="bp">self</span><span class="o">.</span><span class="n">_client</span><span class="o">.</span><span class="n">shutdown</span><span class="p">()</span>
+</span><span id="L-876"><a href="#L-876"><span class="linenos"> 876</span></a>
+</span><span id="L-877"><a href="#L-877"><span class="linenos"> 877</span></a>    <span class="k">def</span> <span class="nf">close</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="L-878"><a href="#L-878"><span class="linenos"> 878</span></a>        <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="L-879"><a href="#L-879"><span class="linenos"> 879</span></a><span class="sd">        Close the client and all the associated producers and consumers</span>
+</span><span id="L-880"><a href="#L-880"><span class="linenos"> 880</span></a><span class="sd">        &quot;&quot;&quot;</span>
+</span><span id="L-881"><a href="#L-881"><span class="linenos"> 881</span></a>        <span class="bp">self</span><span class="o">.</span><span class="n">_client</span><span class="o">.</span><span class="n">close</span><span class="p">()</span>
+</span><span id="L-882"><a href="#L-882"><span class="linenos"> 882</span></a>
+</span><span id="L-883"><a href="#L-883"><span class="linenos"> 883</span></a>
+</span><span id="L-884"><a href="#L-884"><span class="linenos"> 884</span></a><span class="k">class</span> <span class="nc">Producer</span><span class="p">:</span>
+</span><span id="L-885"><a href="#L-885"><span class="linenos"> 885</span></a>    <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="L-886"><a href="#L-886"><span class="linenos"> 886</span></a><span class="sd">    The Pulsar message producer, used to publish messages on a topic.</span>
+</span><span id="L-887"><a href="#L-887"><span class="linenos"> 887</span></a><span class="sd">    &quot;&quot;&quot;</span>
+</span><span id="L-888"><a href="#L-888"><span class="linenos"> 888</span></a>
+</span><span id="L-889"><a href="#L-889"><span class="linenos"> 889</span></a>    <span class="k">def</span> <span class="nf">topic</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="L-890"><a href="#L-890"><span class="linenos"> 890</span></a>        <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="L-891"><a href="#L-891"><span class="linenos"> 891</span></a><span class="sd">        Return the topic which producer is publishing to</span>
+</span><span id="L-892"><a href="#L-892"><span class="linenos"> 892</span></a><span class="sd">        &quot;&quot;&quot;</span>
+</span><span id="L-893"><a href="#L-893"><span class="linenos"> 893</span></a>        <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_producer</span><span class="o">.</span><span class="n">topic</span><span class="p">()</span>
+</span><span id="L-894"><a href="#L-894"><span class="linenos"> 894</span></a>
+</span><span id="L-895"><a href="#L-895"><span class="linenos"> 895</span></a>    <span class="k">def</span> <span class="nf">producer_name</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="L-896"><a href="#L-896"><span class="linenos"> 896</span></a>        <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="L-897"><a href="#L-897"><span class="linenos"> 897</span></a><span class="sd">        Return the producer name which could have been assigned by the</span>
+</span><span id="L-898"><a href="#L-898"><span class="linenos"> 898</span></a><span class="sd">        system or specified by the client</span>
+</span><span id="L-899"><a href="#L-899"><span class="linenos"> 899</span></a><span class="sd">        &quot;&quot;&quot;</span>
+</span><span id="L-900"><a href="#L-900"><span class="linenos"> 900</span></a>        <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_producer</span><span class="o">.</span><span class="n">producer_name</span><span class="p">()</span>
+</span><span id="L-901"><a href="#L-901"><span class="linenos"> 901</span></a>
+</span><span id="L-902"><a href="#L-902"><span class="linenos"> 902</span></a>    <span class="k">def</span> <span class="nf">last_sequence_id</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="L-903"><a href="#L-903"><span class="linenos"> 903</span></a>        <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="L-904"><a href="#L-904"><span class="linenos"> 904</span></a><span class="sd">        Get the last sequence id that was published by this producer.</span>
+</span><span id="L-905"><a href="#L-905"><span class="linenos"> 905</span></a>
+</span><span id="L-906"><a href="#L-906"><span class="linenos"> 906</span></a><span class="sd">        This represent either the automatically assigned or custom sequence id</span>
+</span><span id="L-907"><a href="#L-907"><span class="linenos"> 907</span></a><span class="sd">        (set on the `MessageBuilder`) that was published and acknowledged by the broker.</span>
+</span><span id="L-908"><a href="#L-908"><span class="linenos"> 908</span></a>
+</span><span id="L-909"><a href="#L-909"><span class="linenos"> 909</span></a><span class="sd">        After recreating a producer with the same producer name, this will return the</span>
+</span><span id="L-910"><a href="#L-910"><span class="linenos"> 910</span></a><span class="sd">        last message that was published in the previous producer session, or -1 if</span>
+</span><span id="L-911"><a href="#L-911"><span class="linenos"> 911</span></a><span class="sd">        there no message was ever published.</span>
+</span><span id="L-912"><a href="#L-912"><span class="linenos"> 912</span></a><span class="sd">        &quot;&quot;&quot;</span>
+</span><span id="L-913"><a href="#L-913"><span class="linenos"> 913</span></a>        <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_producer</span><span class="o">.</span><span class="n">last_sequence_id</span><span class="p">()</span>
+</span><span id="L-914"><a href="#L-914"><span class="linenos"> 914</span></a>
+</span><span id="L-915"><a href="#L-915"><span class="linenos"> 915</span></a>    <span class="k">def</span> <span class="nf">send</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">content</span><span class="p">,</span>
+</span><span id="L-916"><a href="#L-916"><span class="linenos"> 916</span></a>             <span class="n">properties</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+</span><span id="L-917"><a href="#L-917"><span class="linenos"> 917</span></a>             <span class="n">partition_key</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+</span><span id="L-918"><a href="#L-918"><span class="linenos"> 918</span></a>             <span class="n">sequence_id</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+</span><span id="L-919"><a href="#L-919"><span class="linenos"> 919</span></a>             <span class="n">replication_clusters</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+</span><span id="L-920"><a href="#L-920"><span class="linenos"> 920</span></a>             <span class="n">disable_replication</span><span class="o">=</span><span class="kc">False</span><span class="p">,</span>
+</span><span id="L-921"><a href="#L-921"><span class="linenos"> 921</span></a>             <span class="n">event_timestamp</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+</span><span id="L-922"><a href="#L-922"><span class="linenos"> 922</span></a>             <span class="n">deliver_at</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+</span><span id="L-923"><a href="#L-923"><span class="linenos"> 923</span></a>             <span class="n">deliver_after</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+</span><span id="L-924"><a href="#L-924"><span class="linenos"> 924</span></a>             <span class="p">):</span>
+</span><span id="L-925"><a href="#L-925"><span class="linenos"> 925</span></a>        <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="L-926"><a href="#L-926"><span class="linenos"> 926</span></a><span class="sd">        Publish a message on the topic. Blocks until the message is acknowledged</span>
+</span><span id="L-927"><a href="#L-927"><span class="linenos"> 927</span></a>
+</span><span id="L-928"><a href="#L-928"><span class="linenos"> 928</span></a><span class="sd">        Returns a `MessageId` object that represents where the message is persisted.</span>
+</span><span id="L-929"><a href="#L-929"><span class="linenos"> 929</span></a>
+</span><span id="L-930"><a href="#L-930"><span class="linenos"> 930</span></a><span class="sd">        **Args**</span>
+</span><span id="L-931"><a href="#L-931"><span class="linenos"> 931</span></a>
+</span><span id="L-932"><a href="#L-932"><span class="linenos"> 932</span></a><span class="sd">        * `content`:</span>
+</span><span id="L-933"><a href="#L-933"><span class="linenos"> 933</span></a><span class="sd">          A `bytes` object with the message payload.</span>
+</span><span id="L-934"><a href="#L-934"><span class="linenos"> 934</span></a>
+</span><span id="L-935"><a href="#L-935"><span class="linenos"> 935</span></a><span class="sd">        **Options**</span>
+</span><span id="L-936"><a href="#L-936"><span class="linenos"> 936</span></a>
+</span><span id="L-937"><a href="#L-937"><span class="linenos"> 937</span></a><span class="sd">        * `properties`:</span>
+</span><span id="L-938"><a href="#L-938"><span class="linenos"> 938</span></a><span class="sd">          A dict of application-defined string properties.</span>
+</span><span id="L-939"><a href="#L-939"><span class="linenos"> 939</span></a><span class="sd">        * `partition_key`:</span>
+</span><span id="L-940"><a href="#L-940"><span class="linenos"> 940</span></a><span class="sd">          Sets the partition key for message routing. A hash of this key is used</span>
+</span><span id="L-941"><a href="#L-941"><span class="linenos"> 941</span></a><span class="sd">          to determine the message&#39;s topic partition.</span>
+</span><span id="L-942"><a href="#L-942"><span class="linenos"> 942</span></a><span class="sd">        * `sequence_id`:</span>
+</span><span id="L-943"><a href="#L-943"><span class="linenos"> 943</span></a><span class="sd">          Specify a custom sequence id for the message being published.</span>
+</span><span id="L-944"><a href="#L-944"><span class="linenos"> 944</span></a><span class="sd">        * `replication_clusters`:</span>
+</span><span id="L-945"><a href="#L-945"><span class="linenos"> 945</span></a><span class="sd">          Override namespace replication clusters. Note that it is the caller&#39;s</span>
+</span><span id="L-946"><a href="#L-946"><span class="linenos"> 946</span></a><span class="sd">          responsibility to provide valid cluster names and that all clusters</span>
+</span><span id="L-947"><a href="#L-947"><span class="linenos"> 947</span></a><span class="sd">          have been previously configured as topics. Given an empty list,</span>
+</span><span id="L-948"><a href="#L-948"><span class="linenos"> 948</span></a><span class="sd">          the message will replicate according to the namespace configuration.</span>
+</span><span id="L-949"><a href="#L-949"><span class="linenos"> 949</span></a><span class="sd">        * `disable_replication`:</span>
+</span><span id="L-950"><a href="#L-950"><span class="linenos"> 950</span></a><span class="sd">          Do not replicate this message.</span>
+</span><span id="L-951"><a href="#L-951"><span class="linenos"> 951</span></a><span class="sd">        * `event_timestamp`:</span>
+</span><span id="L-952"><a href="#L-952"><span class="linenos"> 952</span></a><span class="sd">          Timestamp in millis of the timestamp of event creation</span>
+</span><span id="L-953"><a href="#L-953"><span class="linenos"> 953</span></a><span class="sd">        * `deliver_at`:</span>
+</span><span id="L-954"><a href="#L-954"><span class="linenos"> 954</span></a><span class="sd">          Specify the this message should not be delivered earlier than the</span>
+</span><span id="L-955"><a href="#L-955"><span class="linenos"> 955</span></a><span class="sd">          specified timestamp.</span>
+</span><span id="L-956"><a href="#L-956"><span class="linenos"> 956</span></a><span class="sd">          The timestamp is milliseconds and based on UTC</span>
+</span><span id="L-957"><a href="#L-957"><span class="linenos"> 957</span></a><span class="sd">        * `deliver_after`:</span>
+</span><span id="L-958"><a href="#L-958"><span class="linenos"> 958</span></a><span class="sd">          Specify a delay in timedelta for the delivery of the messages.</span>
+</span><span id="L-959"><a href="#L-959"><span class="linenos"> 959</span></a>
+</span><span id="L-960"><a href="#L-960"><span class="linenos"> 960</span></a><span class="sd">        &quot;&quot;&quot;</span>
+</span><span id="L-961"><a href="#L-961"><span class="linenos"> 961</span></a>        <span class="n">msg</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_build_msg</span><span class="p">(</span><span class="n">content</span><span class="p">,</span> <span class="n">properties</span><span class="p">,</span> <span class="n">partition_key</span><span class="p">,</span> <span class="n">sequence_id</span><span class="p">,</span>
+</span><span id="L-962"><a href="#L-962"><span class="linenos"> 962</span></a>                              <span class="n">replication_clusters</span><span class="p">,</span> <span class="n">disable_replication</span><span class="p">,</span> <span class="n">event_timestamp</span><span class="p">,</span>
+</span><span id="L-963"><a href="#L-963"><span class="linenos"> 963</span></a>                              <span class="n">deliver_at</span><span class="p">,</span> <span class="n">deliver_after</span><span class="p">)</span>
+</span><span id="L-964"><a href="#L-964"><span class="linenos"> 964</span></a>        <span class="k">return</span> <span class="n">MessageId</span><span class="o">.</span><span class="n">deserialize</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">_producer</span><span class="o">.</span><span class="n">send</span><span class="p">(</span><span class="n">msg</span><span class="p">))</span>
+</span><span id="L-965"><a href="#L-965"><span class="linenos"> 965</span></a>
+</span><span id="L-966"><a href="#L-966"><span class="linenos"> 966</span></a>    <span class="k">def</span> <span class="nf">send_async</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">content</span><span class="p">,</span> <span class="n">callback</span><span class="p">,</span>
+</span><span id="L-967"><a href="#L-967"><span class="linenos"> 967</span></a>                   <span class="n">properties</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+</span><span id="L-968"><a href="#L-968"><span class="linenos"> 968</span></a>                   <span class="n">partition_key</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+</span><span id="L-969"><a href="#L-969"><span class="linenos"> 969</span></a>                   <span class="n">sequence_id</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+</span><span id="L-970"><a href="#L-970"><span class="linenos"> 970</span></a>                   <span class="n">replication_clusters</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+</span><span id="L-971"><a href="#L-971"><span class="linenos"> 971</span></a>                   <span class="n">disable_replication</span><span class="o">=</span><span class="kc">False</span><span class="p">,</span>
+</span><span id="L-972"><a href="#L-972"><span class="linenos"> 972</span></a>                   <span class="n">event_timestamp</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+</span><span id="L-973"><a href="#L-973"><span class="linenos"> 973</span></a>                   <span class="n">deliver_at</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+</span><span id="L-974"><a href="#L-974"><span class="linenos"> 974</span></a>                   <span class="n">deliver_after</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+</span><span id="L-975"><a href="#L-975"><span class="linenos"> 975</span></a>                   <span class="p">):</span>
+</span><span id="L-976"><a href="#L-976"><span class="linenos"> 976</span></a>        <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="L-977"><a href="#L-977"><span class="linenos"> 977</span></a><span class="sd">        Send a message asynchronously.</span>
+</span><span id="L-978"><a href="#L-978"><span class="linenos"> 978</span></a>
+</span><span id="L-979"><a href="#L-979"><span class="linenos"> 979</span></a><span class="sd">        The `callback` will be invoked once the message has been acknowledged</span>
+</span><span id="L-980"><a href="#L-980"><span class="linenos"> 980</span></a><span class="sd">        by the broker.</span>
+</span><span id="L-981"><a href="#L-981"><span class="linenos"> 981</span></a>
+</span><span id="L-982"><a href="#L-982"><span class="linenos"> 982</span></a><span class="sd">        Example:</span>
+</span><span id="L-983"><a href="#L-983"><span class="linenos"> 983</span></a>
+</span><span id="L-984"><a href="#L-984"><span class="linenos"> 984</span></a><span class="sd">            #!python</span>
+</span><span id="L-985"><a href="#L-985"><span class="linenos"> 985</span></a><span class="sd">            def callback(res, msg_id):</span>
+</span><span id="L-986"><a href="#L-986"><span class="linenos"> 986</span></a><span class="sd">                print(&#39;Message published: %s&#39; % res)</span>
+</span><span id="L-987"><a href="#L-987"><span class="linenos"> 987</span></a>
+</span><span id="L-988"><a href="#L-988"><span class="linenos"> 988</span></a><span class="sd">            producer.send_async(msg, callback)</span>
+</span><span id="L-989"><a href="#L-989"><span class="linenos"> 989</span></a>
+</span><span id="L-990"><a href="#L-990"><span class="linenos"> 990</span></a><span class="sd">        When the producer queue is full, by default the message will be rejected</span>
+</span><span id="L-991"><a href="#L-991"><span class="linenos"> 991</span></a><span class="sd">        and the callback invoked with an error code.</span>
+</span><span id="L-992"><a href="#L-992"><span class="linenos"> 992</span></a>
+</span><span id="L-993"><a href="#L-993"><span class="linenos"> 993</span></a><span class="sd">        **Args**</span>
+</span><span id="L-994"><a href="#L-994"><span class="linenos"> 994</span></a>
+</span><span id="L-995"><a href="#L-995"><span class="linenos"> 995</span></a><span class="sd">        * `content`:</span>
+</span><span id="L-996"><a href="#L-996"><span class="linenos"> 996</span></a><span class="sd">          A `bytes` object with the message payload.</span>
+</span><span id="L-997"><a href="#L-997"><span class="linenos"> 997</span></a>
+</span><span id="L-998"><a href="#L-998"><span class="linenos"> 998</span></a><span class="sd">        **Options**</span>
+</span><span id="L-999"><a href="#L-999"><span class="linenos"> 999</span></a>
+</span><span id="L-1000"><a href="#L-1000"><span class="linenos">1000</span></a><span class="sd">        * `properties`:</span>
+</span><span id="L-1001"><a href="#L-1001"><span class="linenos">1001</span></a><span class="sd">          A dict of application0-defined string properties.</span>
+</span><span id="L-1002"><a href="#L-1002"><span class="linenos">1002</span></a><span class="sd">        * `partition_key`:</span>
+</span><span id="L-1003"><a href="#L-1003"><span class="linenos">1003</span></a><span class="sd">          Sets the partition key for the message routing. A hash of this key is</span>
+</span><span id="L-1004"><a href="#L-1004"><span class="linenos">1004</span></a><span class="sd">          used to determine the message&#39;s topic partition.</span>
+</span><span id="L-1005"><a href="#L-1005"><span class="linenos">1005</span></a><span class="sd">        * `sequence_id`:</span>
+</span><span id="L-1006"><a href="#L-1006"><span class="linenos">1006</span></a><span class="sd">          Specify a custom sequence id for the message being published.</span>
+</span><span id="L-1007"><a href="#L-1007"><span class="linenos">1007</span></a><span class="sd">        * `replication_clusters`: Override namespace replication clusters. Note</span>
+</span><span id="L-1008"><a href="#L-1008"><span class="linenos">1008</span></a><span class="sd">          that it is the caller&#39;s responsibility to provide valid cluster names</span>
+</span><span id="L-1009"><a href="#L-1009"><span class="linenos">1009</span></a><span class="sd">          and that all clusters have been previously configured as topics.</span>
+</span><span id="L-1010"><a href="#L-1010"><span class="linenos">1010</span></a><span class="sd">          Given an empty list, the message will replicate per the namespace</span>
+</span><span id="L-1011"><a href="#L-1011"><span class="linenos">1011</span></a><span class="sd">          configuration.</span>
+</span><span id="L-1012"><a href="#L-1012"><span class="linenos">1012</span></a><span class="sd">        * `disable_replication`:</span>
+</span><span id="L-1013"><a href="#L-1013"><span class="linenos">1013</span></a><span class="sd">          Do not replicate this message.</span>
+</span><span id="L-1014"><a href="#L-1014"><span class="linenos">1014</span></a><span class="sd">        * `event_timestamp`:</span>
+</span><span id="L-1015"><a href="#L-1015"><span class="linenos">1015</span></a><span class="sd">          Timestamp in millis of the timestamp of event creation</span>
+</span><span id="L-1016"><a href="#L-1016"><span class="linenos">1016</span></a><span class="sd">        * `deliver_at`:</span>
+</span><span id="L-1017"><a href="#L-1017"><span class="linenos">1017</span></a><span class="sd">          Specify the this message should not be delivered earlier than the</span>
+</span><span id="L-1018"><a href="#L-1018"><span class="linenos">1018</span></a><span class="sd">          specified timestamp.</span>
+</span><span id="L-1019"><a href="#L-1019"><span class="linenos">1019</span></a><span class="sd">          The timestamp is milliseconds and based on UTC</span>
+</span><span id="L-1020"><a href="#L-1020"><span class="linenos">1020</span></a><span class="sd">        * `deliver_after`:</span>
+</span><span id="L-1021"><a href="#L-1021"><span class="linenos">1021</span></a><span class="sd">          Specify a delay in timedelta for the delivery of the messages.</span>
+</span><span id="L-1022"><a href="#L-1022"><span class="linenos">1022</span></a><span class="sd">        &quot;&quot;&quot;</span>
+</span><span id="L-1023"><a href="#L-1023"><span class="linenos">1023</span></a>        <span class="n">msg</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_build_msg</span><span class="p">(</span><span class="n">content</span><span class="p">,</span> <span class="n">properties</span><span class="p">,</span> <span class="n">partition_key</span><span class="p">,</span> <span class="n">sequence_id</span><span class="p">,</span>
+</span><span id="L-1024"><a href="#L-1024"><span class="linenos">1024</span></a>                              <span class="n">replication_clusters</span><span class="p">,</span> <span class="n">disable_replication</span><span class="p">,</span> <span class="n">event_timestamp</span><span class="p">,</span>
+</span><span id="L-1025"><a href="#L-1025"><span class="linenos">1025</span></a>                              <span class="n">deliver_at</span><span class="p">,</span> <span class="n">deliver_after</span><span class="p">)</span>
+</span><span id="L-1026"><a href="#L-1026"><span class="linenos">1026</span></a>        <span class="bp">self</span><span class="o">.</span><span class="n">_producer</span><span class="o">.</span><span class="n">send_async</span><span class="p">(</span><span class="n">msg</span><span class="p">,</span> <span class="n">callback</span><span class="p">)</span>
+</span><span id="L-1027"><a href="#L-1027"><span class="linenos">1027</span></a>
+</span><span id="L-1028"><a href="#L-1028"><span class="linenos">1028</span></a>
+</span><span id="L-1029"><a href="#L-1029"><span class="linenos">1029</span></a>    <span class="k">def</span> <span class="nf">flush</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="L-1030"><a href="#L-1030"><span class="linenos">1030</span></a>        <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="L-1031"><a href="#L-1031"><span class="linenos">1031</span></a><span class="sd">        Flush all the messages buffered in the client and wait until all messages have been</span>
+</span><span id="L-1032"><a href="#L-1032"><span class="linenos">1032</span></a><span class="sd">        successfully persisted</span>
+</span><span id="L-1033"><a href="#L-1033"><span class="linenos">1033</span></a><span class="sd">        &quot;&quot;&quot;</span>
+</span><span id="L-1034"><a href="#L-1034"><span class="linenos">1034</span></a>        <span class="bp">self</span><span class="o">.</span><span class="n">_producer</span><span class="o">.</span><span class="n">flush</span><span class="p">()</span>
+</span><span id="L-1035"><a href="#L-1035"><span class="linenos">1035</span></a>
+</span><span id="L-1036"><a href="#L-1036"><span class="linenos">1036</span></a>
+</span><span id="L-1037"><a href="#L-1037"><span class="linenos">1037</span></a>    <span class="k">def</span> <span class="nf">close</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="L-1038"><a href="#L-1038"><span class="linenos">1038</span></a>        <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="L-1039"><a href="#L-1039"><span class="linenos">1039</span></a><span class="sd">        Close the producer.</span>
+</span><span id="L-1040"><a href="#L-1040"><span class="linenos">1040</span></a><span class="sd">        &quot;&quot;&quot;</span>
+</span><span id="L-1041"><a href="#L-1041"><span class="linenos">1041</span></a>        <span class="bp">self</span><span class="o">.</span><span class="n">_producer</span><span class="o">.</span><span class="n">close</span><span class="p">()</span>
+</span><span id="L-1042"><a href="#L-1042"><span class="linenos">1042</span></a>
+</span><span id="L-1043"><a href="#L-1043"><span class="linenos">1043</span></a>    <span class="k">def</span> <span class="nf">_build_msg</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">content</span><span class="p">,</span> <span class="n">properties</span><span class="p">,</span> <span class="n">partition_key</span><span class="p">,</span> <span class="n">sequence_id</span><span class="p">,</span>
+</span><span id="L-1044"><a href="#L-1044"><span class="linenos">1044</span></a>                   <span class="n">replication_clusters</span><span class="p">,</span> <span class="n">disable_replication</span><span class="p">,</span> <span class="n">event_timestamp</span><span class="p">,</span>
+</span><span id="L-1045"><a href="#L-1045"><span class="linenos">1045</span></a>                   <span class="n">deliver_at</span><span class="p">,</span> <span class="n">deliver_after</span><span class="p">):</span>
+</span><span id="L-1046"><a href="#L-1046"><span class="linenos">1046</span></a>        <span class="n">data</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_schema</span><span class="o">.</span><span class="n">encode</span><span class="p">(</span><span class="n">content</span><span class="p">)</span>
+</span><span id="L-1047"><a href="#L-1047"><span class="linenos">1047</span></a>
+</span><span id="L-1048"><a href="#L-1048"><span class="linenos">1048</span></a>        <span class="n">_check_type</span><span class="p">(</span><span class="nb">bytes</span><span class="p">,</span> <span class="n">data</span><span class="p">,</span> <span class="s1">&#39;data&#39;</span><span class="p">)</span>
+</span><span id="L-1049"><a href="#L-1049"><span class="linenos">1049</span></a>        <span class="n">_check_type_or_none</span><span class="p">(</span><span class="nb">dict</span><span class="p">,</span> <span class="n">properties</span><span class="p">,</span> <span class="s1">&#39;properties&#39;</span><span class="p">)</span>
+</span><span id="L-1050"><a href="#L-1050"><span class="linenos">1050</span></a>        <span class="n">_check_type_or_none</span><span class="p">(</span><span class="nb">str</span><span class="p">,</span> <span class="n">partition_key</span><span class="p">,</span> <span class="s1">&#39;partition_key&#39;</span><span class="p">)</span>
+</span><span id="L-1051"><a href="#L-1051"><span class="linenos">1051</span></a>        <span class="n">_check_type_or_none</span><span class="p">(</span><span class="nb">int</span><span class="p">,</span> <span class="n">sequence_id</span><span class="p">,</span> <span class="s1">&#39;sequence_id&#39;</span><span class="p">)</span>
+</span><span id="L-1052"><a href="#L-1052"><span class="linenos">1052</span></a>        <span class="n">_check_type_or_none</span><span class="p">(</span><span class="nb">list</span><span class="p">,</span> <span class="n">replication_clusters</span><span class="p">,</span> <span class="s1">&#39;replication_clusters&#39;</span><span class="p">)</span>
+</span><span id="L-1053"><a href="#L-1053"><span class="linenos">1053</span></a>        <span class="n">_check_type</span><span class="p">(</span><span class="nb">bool</span><span class="p">,</span> <span class="n">disable_replication</span><span class="p">,</span> <span class="s1">&#39;disable_replication&#39;</span><span class="p">)</span>
+</span><span id="L-1054"><a href="#L-1054"><span class="linenos">1054</span></a>        <span class="n">_check_type_or_none</span><span class="p">(</span><span class="nb">int</span><span class="p">,</span> <span class="n">event_timestamp</span><span class="p">,</span> <span class="s1">&#39;event_timestamp&#39;</span><span class="p">)</span>
+</span><span id="L-1055"><a href="#L-1055"><span class="linenos">1055</span></a>        <span class="n">_check_type_or_none</span><span class="p">(</span><span class="nb">int</span><span class="p">,</span> <span class="n">deliver_at</span><span class="p">,</span> <span class="s1">&#39;deliver_at&#39;</span><span class="p">)</span>
+</span><span id="L-1056"><a href="#L-1056"><span class="linenos">1056</span></a>        <span class="n">_check_type_or_none</span><span class="p">(</span><span class="n">timedelta</span><span class="p">,</span> <span class="n">deliver_after</span><span class="p">,</span> <span class="s1">&#39;deliver_after&#39;</span><span class="p">)</span>
+</span><span id="L-1057"><a href="#L-1057"><span class="linenos">1057</span></a>
+</span><span id="L-1058"><a href="#L-1058"><span class="linenos">1058</span></a>        <span class="n">mb</span> <span class="o">=</span> <span class="n">_pulsar</span><span class="o">.</span><span class="n">MessageBuilder</span><span class="p">()</span>
+</span><span id="L-1059"><a href="#L-1059"><span class="linenos">1059</span></a>        <span class="n">mb</span><span class="o">.</span><span class="n">content</span><span class="p">(</span><span class="n">data</span><span class="p">)</span>
+</span><span id="L-1060"><a href="#L-1060"><span class="linenos">1060</span></a>        <span class="k">if</span> <span class="n">properties</span><span class="p">:</span>
+</span><span id="L-1061"><a href="#L-1061"><span class="linenos">1061</span></a>            <span class="k">for</span> <span class="n">k</span><span class="p">,</span> <span class="n">v</span> <span class="ow">in</span> <span class="n">properties</span><span class="o">.</span><span class="n">items</span><span class="p">():</span>
+</span><span id="L-1062"><a href="#L-1062"><span class="linenos">1062</span></a>                <span class="n">mb</span><span class="o">.</span><span class="n">property</span><span class="p">(</span><span class="n">k</span><span class="p">,</span> <span class="n">v</span><span class="p">)</span>
+</span><span id="L-1063"><a href="#L-1063"><span class="linenos">1063</span></a>        <span class="k">if</span> <span class="n">partition_key</span><span class="p">:</span>
+</span><span id="L-1064"><a href="#L-1064"><span class="linenos">1064</span></a>            <span class="n">mb</span><span class="o">.</span><span class="n">partition_key</span><span class="p">(</span><span class="n">partition_key</span><span class="p">)</span>
+</span><span id="L-1065"><a href="#L-1065"><span class="linenos">1065</span></a>        <span class="k">if</span> <span class="n">sequence_id</span><span class="p">:</span>
+</span><span id="L-1066"><a href="#L-1066"><span class="linenos">1066</span></a>            <span class="n">mb</span><span class="o">.</span><span class="n">sequence_id</span><span class="p">(</span><span class="n">sequence_id</span><span class="p">)</span>
+</span><span id="L-1067"><a href="#L-1067"><span class="linenos">1067</span></a>        <span class="k">if</span> <span class="n">replication_clusters</span><span class="p">:</span>
+</span><span id="L-1068"><a href="#L-1068"><span class="linenos">1068</span></a>            <span class="n">mb</span><span class="o">.</span><span class="n">replication_clusters</span><span class="p">(</span><span class="n">replication_clusters</span><span class="p">)</span>
+</span><span id="L-1069"><a href="#L-1069"><span class="linenos">1069</span></a>        <span class="k">if</span> <span class="n">disable_replication</span><span class="p">:</span>
+</span><span id="L-1070"><a href="#L-1070"><span class="linenos">1070</span></a>            <span class="n">mb</span><span class="o">.</span><span class="n">disable_replication</span><span class="p">(</span><span class="n">disable_replication</span><span class="p">)</span>
+</span><span id="L-1071"><a href="#L-1071"><span class="linenos">1071</span></a>        <span class="k">if</span> <span class="n">event_timestamp</span><span class="p">:</span>
+</span><span id="L-1072"><a href="#L-1072"><span class="linenos">1072</span></a>            <span class="n">mb</span><span class="o">.</span><span class="n">event_timestamp</span><span class="p">(</span><span class="n">event_timestamp</span><span class="p">)</span>
+</span><span id="L-1073"><a href="#L-1073"><span class="linenos">1073</span></a>        <span class="k">if</span> <span class="n">deliver_at</span><span class="p">:</span>
+</span><span id="L-1074"><a href="#L-1074"><span class="linenos">1074</span></a>            <span class="n">mb</span><span class="o">.</span><span class="n">deliver_at</span><span class="p">(</span><span class="n">deliver_at</span><span class="p">)</span>
+</span><span id="L-1075"><a href="#L-1075"><span class="linenos">1075</span></a>        <span class="k">if</span> <span class="n">deliver_after</span><span class="p">:</span>
+</span><span id="L-1076"><a href="#L-1076"><span class="linenos">1076</span></a>            <span class="n">mb</span><span class="o">.</span><span class="n">deliver_after</span><span class="p">(</span><span class="n">deliver_after</span><span class="p">)</span>
+</span><span id="L-1077"><a href="#L-1077"><span class="linenos">1077</span></a>
+</span><span id="L-1078"><a href="#L-1078"><span class="linenos">1078</span></a>        <span class="k">return</span> <span class="n">mb</span><span class="o">.</span><span class="n">build</span><span class="p">()</span>
+</span><span id="L-1079"><a href="#L-1079"><span class="linenos">1079</span></a>
+</span><span id="L-1080"><a href="#L-1080"><span class="linenos">1080</span></a>
+</span><span id="L-1081"><a href="#L-1081"><span class="linenos">1081</span></a><span class="k">class</span> <span class="nc">Consumer</span><span class="p">:</span>
+</span><span id="L-1082"><a href="#L-1082"><span class="linenos">1082</span></a>    <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="L-1083"><a href="#L-1083"><span class="linenos">1083</span></a><span class="sd">    Pulsar consumer.</span>
+</span><span id="L-1084"><a href="#L-1084"><span class="linenos">1084</span></a><span class="sd">    &quot;&quot;&quot;</span>
+</span><span id="L-1085"><a href="#L-1085"><span class="linenos">1085</span></a>
+</span><span id="L-1086"><a href="#L-1086"><span class="linenos">1086</span></a>    <span class="k">def</span> <span class="nf">topic</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="L-1087"><a href="#L-1087"><span class="linenos">1087</span></a>        <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="L-1088"><a href="#L-1088"><span class="linenos">1088</span></a><span class="sd">        Return the topic this consumer is subscribed to.</span>
+</span><span id="L-1089"><a href="#L-1089"><span class="linenos">1089</span></a><span class="sd">        &quot;&quot;&quot;</span>
+</span><span id="L-1090"><a href="#L-1090"><span class="linenos">1090</span></a>        <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_consumer</span><span class="o">.</span><span class="n">topic</span><span class="p">()</span>
+</span><span id="L-1091"><a href="#L-1091"><span class="linenos">1091</span></a>
+</span><span id="L-1092"><a href="#L-1092"><span class="linenos">1092</span></a>    <span class="k">def</span> <span class="nf">subscription_name</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="L-1093"><a href="#L-1093"><span class="linenos">1093</span></a>        <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="L-1094"><a href="#L-1094"><span class="linenos">1094</span></a><span class="sd">        Return the subscription name.</span>
+</span><span id="L-1095"><a href="#L-1095"><span class="linenos">1095</span></a><span class="sd">        &quot;&quot;&quot;</span>
+</span><span id="L-1096"><a href="#L-1096"><span class="linenos">1096</span></a>        <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_consumer</span><span class="o">.</span><span class="n">subscription_name</span><span class="p">()</span>
+</span><span id="L-1097"><a href="#L-1097"><span class="linenos">1097</span></a>
+</span><span id="L-1098"><a href="#L-1098"><span class="linenos">1098</span></a>    <span class="k">def</span> <span class="nf">unsubscribe</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="L-1099"><a href="#L-1099"><span class="linenos">1099</span></a>        <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="L-1100"><a href="#L-1100"><span class="linenos">1100</span></a><span class="sd">        Unsubscribe the current consumer from the topic.</span>
+</span><span id="L-1101"><a href="#L-1101"><span class="linenos">1101</span></a>
+</span><span id="L-1102"><a href="#L-1102"><span class="linenos">1102</span></a><span class="sd">        This method will block until the operation is completed. Once the</span>
+</span><span id="L-1103"><a href="#L-1103"><span class="linenos">1103</span></a><span class="sd">        consumer is unsubscribed, no more messages will be received and</span>
+</span><span id="L-1104"><a href="#L-1104"><span class="linenos">1104</span></a><span class="sd">        subsequent new messages will not be retained for this consumer.</span>
+</span><span id="L-1105"><a href="#L-1105"><span class="linenos">1105</span></a>
+</span><span id="L-1106"><a href="#L-1106"><span class="linenos">1106</span></a><span class="sd">        This consumer object cannot be reused.</span>
+</span><span id="L-1107"><a href="#L-1107"><span class="linenos">1107</span></a><span class="sd">        &quot;&quot;&quot;</span>
+</span><span id="L-1108"><a href="#L-1108"><span class="linenos">1108</span></a>        <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_consumer</span><span class="o">.</span><span class="n">unsubscribe</span><span class="p">()</span>
+</span><span id="L-1109"><a href="#L-1109"><span class="linenos">1109</span></a>
+</span><span id="L-1110"><a href="#L-1110"><span class="linenos">1110</span></a>    <span class="k">def</span> <span class="nf">receive</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">timeout_millis</span><span class="o">=</span><span class="kc">None</span><span class="p">):</span>
+</span><span id="L-1111"><a href="#L-1111"><span class="linenos">1111</span></a>        <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="L-1112"><a href="#L-1112"><span class="linenos">1112</span></a><span class="sd">        Receive a single message.</span>
+</span><span id="L-1113"><a href="#L-1113"><span class="linenos">1113</span></a>
+</span><span id="L-1114"><a href="#L-1114"><span class="linenos">1114</span></a><span class="sd">        If a message is not immediately available, this method will block until</span>
+</span><span id="L-1115"><a href="#L-1115"><span class="linenos">1115</span></a><span class="sd">        a new message is available.</span>
+</span><span id="L-1116"><a href="#L-1116"><span class="linenos">1116</span></a>
+</span><span id="L-1117"><a href="#L-1117"><span class="linenos">1117</span></a><span class="sd">        **Options**</span>
+</span><span id="L-1118"><a href="#L-1118"><span class="linenos">1118</span></a>
+</span><span id="L-1119"><a href="#L-1119"><span class="linenos">1119</span></a><span class="sd">        * `timeout_millis`:</span>
+</span><span id="L-1120"><a href="#L-1120"><span class="linenos">1120</span></a><span class="sd">          If specified, the receive will raise an exception if a message is not</span>
+</span><span id="L-1121"><a href="#L-1121"><span class="linenos">1121</span></a><span class="sd">          available within the timeout.</span>
+</span><span id="L-1122"><a href="#L-1122"><span class="linenos">1122</span></a><span class="sd">        &quot;&quot;&quot;</span>
+</span><span id="L-1123"><a href="#L-1123"><span class="linenos">1123</span></a>        <span class="k">if</span> <span class="n">timeout_millis</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span>
+</span><span id="L-1124"><a href="#L-1124"><span class="linenos">1124</span></a>            <span class="n">msg</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_consumer</span><span class="o">.</span><span class="n">receive</span><span class="p">()</span>
+</span><span id="L-1125"><a href="#L-1125"><span class="linenos">1125</span></a>        <span class="k">else</span><span class="p">:</span>
+</span><span id="L-1126"><a href="#L-1126"><span class="linenos">1126</span></a>            <span class="n">_check_type</span><span class="p">(</span><span class="nb">int</span><span class="p">,</span> <span class="n">timeout_millis</span><span class="p">,</span> <span class="s1">&#39;timeout_millis&#39;</span><span class="p">)</span>
+</span><span id="L-1127"><a href="#L-1127"><span class="linenos">1127</span></a>            <span class="n">msg</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_consumer</span><span class="o">.</span><span class="n">receive</span><span class="p">(</span><span class="n">timeout_millis</span><span class="p">)</span>
+</span><span id="L-1128"><a href="#L-1128"><span class="linenos">1128</span></a>
+</span><span id="L-1129"><a href="#L-1129"><span class="linenos">1129</span></a>        <span class="n">m</span> <span class="o">=</span> <span class="n">Message</span><span class="p">()</span>
+</span><span id="L-1130"><a href="#L-1130"><span class="linenos">1130</span></a>        <span class="n">m</span><span class="o">.</span><span class="n">_message</span> <span class="o">=</span> <span class="n">msg</span>
+</span><span id="L-1131"><a href="#L-1131"><span class="linenos">1131</span></a>        <span class="n">m</span><span class="o">.</span><span class="n">_schema</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_schema</span>
+</span><span id="L-1132"><a href="#L-1132"><span class="linenos">1132</span></a>        <span class="k">return</span> <span class="n">m</span>
+</span><span id="L-1133"><a href="#L-1133"><span class="linenos">1133</span></a>
+</span><span id="L-1134"><a href="#L-1134"><span class="linenos">1134</span></a>    <span class="k">def</span> <span class="nf">acknowledge</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">message</span><span class="p">):</span>
+</span><span id="L-1135"><a href="#L-1135"><span class="linenos">1135</span></a>        <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="L-1136"><a href="#L-1136"><span class="linenos">1136</span></a><span class="sd">        Acknowledge the reception of a single message.</span>
+</span><span id="L-1137"><a href="#L-1137"><span class="linenos">1137</span></a>
+</span><span id="L-1138"><a href="#L-1138"><span class="linenos">1138</span></a><span class="sd">        This method will block until an acknowledgement is sent to the broker.</span>
+</span><span id="L-1139"><a href="#L-1139"><span class="linenos">1139</span></a><span class="sd">        After that, the message will not be re-delivered to this consumer.</span>
+</span><span id="L-1140"><a href="#L-1140"><span class="linenos">1140</span></a>
+</span><span id="L-1141"><a href="#L-1141"><span class="linenos">1141</span></a><span class="sd">        **Args**</span>
+</span><span id="L-1142"><a href="#L-1142"><span class="linenos">1142</span></a>
+</span><span id="L-1143"><a href="#L-1143"><span class="linenos">1143</span></a><span class="sd">        * `message`:</span>
+</span><span id="L-1144"><a href="#L-1144"><span class="linenos">1144</span></a><span class="sd">          The received message or message id.</span>
+</span><span id="L-1145"><a href="#L-1145"><span class="linenos">1145</span></a><span class="sd">        &quot;&quot;&quot;</span>
+</span><span id="L-1146"><a href="#L-1146"><span class="linenos">1146</span></a>        <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">message</span><span class="p">,</span> <span class="n">Message</span><span class="p">):</span>
+</span><span id="L-1147"><a href="#L-1147"><span class="linenos">1147</span></a>            <span class="bp">self</span><span class="o">.</span><span class="n">_consumer</span><span class="o">.</span><span class="n">acknowledge</span><span class="p">(</span><span class="n">message</span><span class="o">.</span><span class="n">_message</span><span class="p">)</span>
+</span><span id="L-1148"><a href="#L-1148"><span class="linenos">1148</span></a>        <span class="k">else</span><span class="p">:</span>
+</span><span id="L-1149"><a href="#L-1149"><span class="linenos">1149</span></a>            <span class="bp">self</span><span class="o">.</span><span class="n">_consumer</span><span class="o">.</span><span class="n">acknowledge</span><span class="p">(</span><span class="n">message</span><span class="p">)</span>
+</span><span id="L-1150"><a href="#L-1150"><span class="linenos">1150</span></a>
+</span><span id="L-1151"><a href="#L-1151"><span class="linenos">1151</span></a>    <span class="k">def</span> <span class="nf">acknowledge_cumulative</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">message</span><span class="p">):</span>
+</span><span id="L-1152"><a href="#L-1152"><span class="linenos">1152</span></a>        <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="L-1153"><a href="#L-1153"><span class="linenos">1153</span></a><span class="sd">        Acknowledge the reception of all the messages in the stream up to (and</span>
+</span><span id="L-1154"><a href="#L-1154"><span class="linenos">1154</span></a><span class="sd">        including) the provided message.</span>
+</span><span id="L-1155"><a href="#L-1155"><span class="linenos">1155</span></a>
+</span><span id="L-1156"><a href="#L-1156"><span class="linenos">1156</span></a><span class="sd">        This method will block until an acknowledgement is sent to the broker.</span>
+</span><span id="L-1157"><a href="#L-1157"><span class="linenos">1157</span></a><span class="sd">        After that, the messages will not be re-delivered to this consumer.</span>
+</span><span id="L-1158"><a href="#L-1158"><span class="linenos">1158</span></a>
+</span><span id="L-1159"><a href="#L-1159"><span class="linenos">1159</span></a><span class="sd">        **Args**</span>
+</span><span id="L-1160"><a href="#L-1160"><span class="linenos">1160</span></a>
+</span><span id="L-1161"><a href="#L-1161"><span class="linenos">1161</span></a><span class="sd">        * `message`:</span>
+</span><span id="L-1162"><a href="#L-1162"><span class="linenos">1162</span></a><span class="sd">          The received message or message id.</span>
+</span><span id="L-1163"><a href="#L-1163"><span class="linenos">1163</span></a><span class="sd">        &quot;&quot;&quot;</span>
+</span><span id="L-1164"><a href="#L-1164"><span class="linenos">1164</span></a>        <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">message</span><span class="p">,</span> <span class="n">Message</span><span class="p">):</span>
+</span><span id="L-1165"><a href="#L-1165"><span class="linenos">1165</span></a>            <span class="bp">self</span><span class="o">.</span><span class="n">_consumer</span><span class="o">.</span><span class="n">acknowledge_cumulative</span><span class="p">(</span><span class="n">message</span><span class="o">.</span><span class="n">_message</span><span class="p">)</span>
+</span><span id="L-1166"><a href="#L-1166"><span class="linenos">1166</span></a>        <span class="k">else</span><span class="p">:</span>
+</span><span id="L-1167"><a href="#L-1167"><span class="linenos">1167</span></a>            <span class="bp">self</span><span class="o">.</span><span class="n">_consumer</span><span class="o">.</span><span class="n">acknowledge_cumulative</span><span class="p">(</span><span class="n">message</span><span class="p">)</span>
+</span><span id="L-1168"><a href="#L-1168"><span class="linenos">1168</span></a>
+</span><span id="L-1169"><a href="#L-1169"><span class="linenos">1169</span></a>    <span class="k">def</span> <span class="nf">negative_acknowledge</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">message</span><span class="p">):</span>
+</span><span id="L-1170"><a href="#L-1170"><span class="linenos">1170</span></a>        <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="L-1171"><a href="#L-1171"><span class="linenos">1171</span></a><span class="sd">        Acknowledge the failure to process a single message.</span>
+</span><span id="L-1172"><a href="#L-1172"><span class="linenos">1172</span></a>
+</span><span id="L-1173"><a href="#L-1173"><span class="linenos">1173</span></a><span class="sd">        When a message is &quot;negatively acked&quot; it will be marked for redelivery after</span>
+</span><span id="L-1174"><a href="#L-1174"><span class="linenos">1174</span></a><span class="sd">        some fixed delay. The delay is configurable when constructing the consumer</span>
+</span><span id="L-1175"><a href="#L-1175"><span class="linenos">1175</span></a><span class="sd">        with {@link ConsumerConfiguration#setNegativeAckRedeliveryDelayMs}.</span>
+</span><span id="L-1176"><a href="#L-1176"><span class="linenos">1176</span></a>
+</span><span id="L-1177"><a href="#L-1177"><span class="linenos">1177</span></a><span class="sd">        This call is not blocking.</span>
+</span><span id="L-1178"><a href="#L-1178"><span class="linenos">1178</span></a>
+</span><span id="L-1179"><a href="#L-1179"><span class="linenos">1179</span></a><span class="sd">        **Args**</span>
+</span><span id="L-1180"><a href="#L-1180"><span class="linenos">1180</span></a>
+</span><span id="L-1181"><a href="#L-1181"><span class="linenos">1181</span></a><span class="sd">        * `message`:</span>
+</span><span id="L-1182"><a href="#L-1182"><span class="linenos">1182</span></a><span class="sd">          The received message or message id.</span>
+</span><span id="L-1183"><a href="#L-1183"><span class="linenos">1183</span></a><span class="sd">        &quot;&quot;&quot;</span>
+</span><span id="L-1184"><a href="#L-1184"><span class="linenos">1184</span></a>        <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">message</span><span class="p">,</span> <span class="n">Message</span><span class="p">):</span>
+</span><span id="L-1185"><a href="#L-1185"><span class="linenos">1185</span></a>            <span class="bp">self</span><span class="o">.</span><span class="n">_consumer</span><span class="o">.</span><span class="n">negative_acknowledge</span><span class="p">(</span><span class="n">message</span><span class="o">.</span><span class="n">_message</span><span class="p">)</span>
+</span><span id="L-1186"><a href="#L-1186"><span class="linenos">1186</span></a>        <span class="k">else</span><span class="p">:</span>
+</span><span id="L-1187"><a href="#L-1187"><span class="linenos">1187</span></a>            <span class="bp">self</span><span class="o">.</span><span class="n">_consumer</span><span class="o">.</span><span class="n">negative_acknowledge</span><span class="p">(</span><span class="n">message</span><span class="p">)</span>
+</span><span id="L-1188"><a href="#L-1188"><span class="linenos">1188</span></a>
+</span><span id="L-1189"><a href="#L-1189"><span class="linenos">1189</span></a>    <span class="k">def</span> <span class="nf">pause_message_listener</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="L-1190"><a href="#L-1190"><span class="linenos">1190</span></a>        <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="L-1191"><a href="#L-1191"><span class="linenos">1191</span></a><span class="sd">        Pause receiving messages via the `message_listener` until</span>
+</span><span id="L-1192"><a href="#L-1192"><span class="linenos">1192</span></a><span class="sd">        `resume_message_listener()` is called.</span>
+</span><span id="L-1193"><a href="#L-1193"><span class="linenos">1193</span></a><span class="sd">        &quot;&quot;&quot;</span>
+</span><span id="L-1194"><a href="#L-1194"><span class="linenos">1194</span></a>        <span class="bp">self</span><span class="o">.</span><span class="n">_consumer</span><span class="o">.</span><span class="n">pause_message_listener</span><span class="p">()</span>
+</span><span id="L-1195"><a href="#L-1195"><span class="linenos">1195</span></a>
+</span><span id="L-1196"><a href="#L-1196"><span class="linenos">1196</span></a>    <span class="k">def</span> <span class="nf">resume_message_listener</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="L-1197"><a href="#L-1197"><span class="linenos">1197</span></a>        <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="L-1198"><a href="#L-1198"><span class="linenos">1198</span></a><span class="sd">        Resume receiving the messages via the message listener.</span>
+</span><span id="L-1199"><a href="#L-1199"><span class="linenos">1199</span></a><span class="sd">        Asynchronously receive all the messages enqueued from the time</span>
+</span><span id="L-1200"><a href="#L-1200"><span class="linenos">1200</span></a><span class="sd">        `pause_message_listener()` was called.</span>
+</span><span id="L-1201"><a href="#L-1201"><span class="linenos">1201</span></a><span class="sd">        &quot;&quot;&quot;</span>
+</span><span id="L-1202"><a href="#L-1202"><span class="linenos">1202</span></a>        <span class="bp">self</span><span class="o">.</span><span class="n">_consumer</span><span class="o">.</span><span class="n">resume_message_listener</span><span class="p">()</span>
+</span><span id="L-1203"><a href="#L-1203"><span class="linenos">1203</span></a>
+</span><span id="L-1204"><a href="#L-1204"><span class="linenos">1204</span></a>    <span class="k">def</span> <span class="nf">redeliver_unacknowledged_messages</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="L-1205"><a href="#L-1205"><span class="linenos">1205</span></a>        <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="L-1206"><a href="#L-1206"><span class="linenos">1206</span></a><span class="sd">        Redelivers all the unacknowledged messages. In failover mode, the</span>
+</span><span id="L-1207"><a href="#L-1207"><span class="linenos">1207</span></a><span class="sd">        request is ignored if the consumer is not active for the given topic. In</span>
+</span><span id="L-1208"><a href="#L-1208"><span class="linenos">1208</span></a><span class="sd">        shared mode, the consumer&#39;s messages to be redelivered are distributed</span>
+</span><span id="L-1209"><a href="#L-1209"><span class="linenos">1209</span></a><span class="sd">        across all the connected consumers. This is a non-blocking call and</span>
+</span><span id="L-1210"><a href="#L-1210"><span class="linenos">1210</span></a><span class="sd">        doesn&#39;t throw an exception. In case the connection breaks, the messages</span>
+</span><span id="L-1211"><a href="#L-1211"><span class="linenos">1211</span></a><span class="sd">        are redelivered after reconnect.</span>
+</span><span id="L-1212"><a href="#L-1212"><span class="linenos">1212</span></a><span class="sd">        &quot;&quot;&quot;</span>
+</span><span id="L-1213"><a href="#L-1213"><span class="linenos">1213</span></a>        <span class="bp">self</span><span class="o">.</span><span class="n">_consumer</span><span class="o">.</span><span class="n">redeliver_unacknowledged_messages</span><span class="p">()</span>
+</span><span id="L-1214"><a href="#L-1214"><span class="linenos">1214</span></a>
+</span><span id="L-1215"><a href="#L-1215"><span class="linenos">1215</span></a>    <span class="k">def</span> <span class="nf">seek</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">messageid</span><span class="p">):</span>
+</span><span id="L-1216"><a href="#L-1216"><span class="linenos">1216</span></a>        <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="L-1217"><a href="#L-1217"><span class="linenos">1217</span></a><span class="sd">        Reset the subscription associated with this consumer to a specific message id or publish timestamp.</span>
+</span><span id="L-1218"><a href="#L-1218"><span class="linenos">1218</span></a><span class="sd">        The message id can either be a specific message or represent the first or last messages in the topic.</span>
+</span><span id="L-1219"><a href="#L-1219"><span class="linenos">1219</span></a><span class="sd">        Note: this operation can only be done on non-partitioned topics. For these, one can rather perform the</span>
+</span><span id="L-1220"><a href="#L-1220"><span class="linenos">1220</span></a><span class="sd">        seek() on the individual partitions.</span>
+</span><span id="L-1221"><a href="#L-1221"><span class="linenos">1221</span></a>
+</span><span id="L-1222"><a href="#L-1222"><span class="linenos">1222</span></a><span class="sd">        **Args**</span>
+</span><span id="L-1223"><a href="#L-1223"><span class="linenos">1223</span></a>
+</span><span id="L-1224"><a href="#L-1224"><span class="linenos">1224</span></a><span class="sd">        * `message`:</span>
+</span><span id="L-1225"><a href="#L-1225"><span class="linenos">1225</span></a><span class="sd">          The message id for seek, OR an integer event time to seek to</span>
+</span><span id="L-1226"><a href="#L-1226"><span class="linenos">1226</span></a><span class="sd">        &quot;&quot;&quot;</span>
+</span><span id="L-1227"><a href="#L-1227"><span class="linenos">1227</span></a>        <span class="bp">self</span><span class="o">.</span><span class="n">_consumer</span><span class="o">.</span><span class="n">seek</span><span class="p">(</span><span class="n">messageid</span><span class="p">)</span>
+</span><span id="L-1228"><a href="#L-1228"><span class="linenos">1228</span></a>
+</span><span id="L-1229"><a href="#L-1229"><span class="linenos">1229</span></a>    <span class="k">def</span> <span class="nf">close</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="L-1230"><a href="#L-1230"><span class="linenos">1230</span></a>        <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="L-1231"><a href="#L-1231"><span class="linenos">1231</span></a><span class="sd">        Close the consumer.</span>
+</span><span id="L-1232"><a href="#L-1232"><span class="linenos">1232</span></a><span class="sd">        &quot;&quot;&quot;</span>
+</span><span id="L-1233"><a href="#L-1233"><span class="linenos">1233</span></a>        <span class="bp">self</span><span class="o">.</span><span class="n">_consumer</span><span class="o">.</span><span class="n">close</span><span class="p">()</span>
+</span><span id="L-1234"><a href="#L-1234"><span class="linenos">1234</span></a>        <span class="bp">self</span><span class="o">.</span><span class="n">_client</span><span class="o">.</span><span class="n">_consumers</span><span class="o">.</span><span class="n">remove</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span>
+</span><span id="L-1235"><a href="#L-1235"><span class="linenos">1235</span></a>
+</span><span id="L-1236"><a href="#L-1236"><span class="linenos">1236</span></a>
+</span><span id="L-1237"><a href="#L-1237"><span class="linenos">1237</span></a><span class="k">class</span> <span class="nc">Reader</span><span class="p">:</span>
+</span><span id="L-1238"><a href="#L-1238"><span class="linenos">1238</span></a>    <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="L-1239"><a href="#L-1239"><span class="linenos">1239</span></a><span class="sd">    Pulsar topic reader.</span>
+</span><span id="L-1240"><a href="#L-1240"><span class="linenos">1240</span></a><span class="sd">    &quot;&quot;&quot;</span>
+</span><span id="L-1241"><a href="#L-1241"><span class="linenos">1241</span></a>
+</span><span id="L-1242"><a href="#L-1242"><span class="linenos">1242</span></a>    <span class="k">def</span> <span class="nf">topic</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="L-1243"><a href="#L-1243"><span class="linenos">1243</span></a>        <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="L-1244"><a href="#L-1244"><span class="linenos">1244</span></a><span class="sd">        Return the topic this reader is reading from.</span>
+</span><span id="L-1245"><a href="#L-1245"><span class="linenos">1245</span></a><span class="sd">        &quot;&quot;&quot;</span>
+</span><span id="L-1246"><a href="#L-1246"><span class="linenos">1246</span></a>        <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_reader</span><span class="o">.</span><span class="n">topic</span><span class="p">()</span>
+</span><span id="L-1247"><a href="#L-1247"><span class="linenos">1247</span></a>
+</span><span id="L-1248"><a href="#L-1248"><span class="linenos">1248</span></a>    <span class="k">def</span> <span class="nf">read_next</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">timeout_millis</span><span class="o">=</span><span class="kc">None</span><span class="p">):</span>
+</span><span id="L-1249"><a href="#L-1249"><span class="linenos">1249</span></a>        <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="L-1250"><a href="#L-1250"><span class="linenos">1250</span></a><span class="sd">        Read a single message.</span>
+</span><span id="L-1251"><a href="#L-1251"><span class="linenos">1251</span></a>
+</span><span id="L-1252"><a href="#L-1252"><span class="linenos">1252</span></a><span class="sd">        If a message is not immediately available, this method will block until</span>
+</span><span id="L-1253"><a href="#L-1253"><span class="linenos">1253</span></a><span class="sd">        a new message is available.</span>
+</span><span id="L-1254"><a href="#L-1254"><span class="linenos">1254</span></a>
+</span><span id="L-1255"><a href="#L-1255"><span class="linenos">1255</span></a><span class="sd">        **Options**</span>
+</span><span id="L-1256"><a href="#L-1256"><span class="linenos">1256</span></a>
+</span><span id="L-1257"><a href="#L-1257"><span class="linenos">1257</span></a><span class="sd">        * `timeout_millis`:</span>
+</span><span id="L-1258"><a href="#L-1258"><span class="linenos">1258</span></a><span class="sd">          If specified, the receive will raise an exception if a message is not</span>
+</span><span id="L-1259"><a href="#L-1259"><span class="linenos">1259</span></a><span class="sd">          available within the timeout.</span>
+</span><span id="L-1260"><a href="#L-1260"><span class="linenos">1260</span></a><span class="sd">        &quot;&quot;&quot;</span>
+</span><span id="L-1261"><a href="#L-1261"><span class="linenos">1261</span></a>        <span class="k">if</span> <span class="n">timeout_millis</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span>
+</span><span id="L-1262"><a href="#L-1262"><span class="linenos">1262</span></a>            <span class="n">msg</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_reader</span><span class="o">.</span><span class="n">read_next</span><span class="p">()</span>
+</span><span id="L-1263"><a href="#L-1263"><span class="linenos">1263</span></a>        <span class="k">else</span><span class="p">:</span>
+</span><span id="L-1264"><a href="#L-1264"><span class="linenos">1264</span></a>            <span class="n">_check_type</span><span class="p">(</span><span class="nb">int</span><span class="p">,</span> <span class="n">timeout_millis</span><span class="p">,</span> <span class="s1">&#39;timeout_millis&#39;</span><span class="p">)</span>
+</span><span id="L-1265"><a href="#L-1265"><span class="linenos">1265</span></a>            <span class="n">msg</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_reader</span><span class="o">.</span><span class="n">read_next</span><span class="p">(</span><span class="n">timeout_millis</span><span class="p">)</span>
+</span><span id="L-1266"><a href="#L-1266"><span class="linenos">1266</span></a>
+</span><span id="L-1267"><a href="#L-1267"><span class="linenos">1267</span></a>        <span class="n">m</span> <span class="o">=</span> <span class="n">Message</span><span class="p">()</span>
+</span><span id="L-1268"><a href="#L-1268"><span class="linenos">1268</span></a>        <span class="n">m</span><span class="o">.</span><span class="n">_message</span> <span class="o">=</span> <span class="n">msg</span>
+</span><span id="L-1269"><a href="#L-1269"><span class="linenos">1269</span></a>        <span class="n">m</span><span class="o">.</span><span class="n">_schema</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_schema</span>
+</span><span id="L-1270"><a href="#L-1270"><span class="linenos">1270</span></a>        <span class="k">return</span> <span class="n">m</span>
+</span><span id="L-1271"><a href="#L-1271"><span class="linenos">1271</span></a>
+</span><span id="L-1272"><a href="#L-1272"><span class="linenos">1272</span></a>    <span class="k">def</span> <span class="nf">has_message_available</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="L-1273"><a href="#L-1273"><span class="linenos">1273</span></a>        <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="L-1274"><a href="#L-1274"><span class="linenos">1274</span></a><span class="sd">        Check if there is any message available to read from the current position.</span>
+</span><span id="L-1275"><a href="#L-1275"><span class="linenos">1275</span></a><span class="sd">        &quot;&quot;&quot;</span>
+</span><span id="L-1276"><a href="#L-1276"><span class="linenos">1276</span></a>        <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_reader</span><span class="o">.</span><span class="n">has_message_available</span><span class="p">();</span>
+</span><span id="L-1277"><a href="#L-1277"><span class="linenos">1277</span></a>
+</span><span id="L-1278"><a href="#L-1278"><span class="linenos">1278</span></a>    <span class="k">def</span> <span class="nf">seek</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">messageid</span><span class="p">):</span>
+</span><span id="L-1279"><a href="#L-1279"><span class="linenos">1279</span></a>        <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="L-1280"><a href="#L-1280"><span class="linenos">1280</span></a><span class="sd">        Reset this reader to a specific message id or publish timestamp.</span>
+</span><span id="L-1281"><a href="#L-1281"><span class="linenos">1281</span></a><span class="sd">        The message id can either be a specific message or represent the first or last messages in the topic.</span>
+</span><span id="L-1282"><a href="#L-1282"><span class="linenos">1282</span></a><span class="sd">        Note: this operation can only be done on non-partitioned topics. For these, one can rather perform the</span>
+</span><span id="L-1283"><a href="#L-1283"><span class="linenos">1283</span></a><span class="sd">        seek() on the individual partitions.</span>
+</span><span id="L-1284"><a href="#L-1284"><span class="linenos">1284</span></a>
+</span><span id="L-1285"><a href="#L-1285"><span class="linenos">1285</span></a><span class="sd">        **Args**</span>
+</span><span id="L-1286"><a href="#L-1286"><span class="linenos">1286</span></a>
+</span><span id="L-1287"><a href="#L-1287"><span class="linenos">1287</span></a><span class="sd">        * `message`:</span>
+</span><span id="L-1288"><a href="#L-1288"><span class="linenos">1288</span></a><span class="sd">          The message id for seek, OR an integer event time to seek to</span>
+</span><span id="L-1289"><a href="#L-1289"><span class="linenos">1289</span></a><span class="sd">        &quot;&quot;&quot;</span>
+</span><span id="L-1290"><a href="#L-1290"><span class="linenos">1290</span></a>        <span class="bp">self</span><span class="o">.</span><span class="n">_reader</span><span class="o">.</span><span class="n">seek</span><span class="p">(</span><span class="n">messageid</span><span class="p">)</span>
+</span><span id="L-1291"><a href="#L-1291"><span class="linenos">1291</span></a>
+</span><span id="L-1292"><a href="#L-1292"><span class="linenos">1292</span></a>    <span class="k">def</span> <span class="nf">close</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="L-1293"><a href="#L-1293"><span class="linenos">1293</span></a>        <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="L-1294"><a href="#L-1294"><span class="linenos">1294</span></a><span class="sd">        Close the reader.</span>
+</span><span id="L-1295"><a href="#L-1295"><span class="linenos">1295</span></a><span class="sd">        &quot;&quot;&quot;</span>
+</span><span id="L-1296"><a href="#L-1296"><span class="linenos">1296</span></a>        <span class="bp">self</span><span class="o">.</span><span class="n">_reader</span><span class="o">.</span><span class="n">close</span><span class="p">()</span>
+</span><span id="L-1297"><a href="#L-1297"><span class="linenos">1297</span></a>        <span class="bp">self</span><span class="o">.</span><span class="n">_client</span><span class="o">.</span><span class="n">_consumers</span><span class="o">.</span><span class="n">remove</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span>
+</span><span id="L-1298"><a href="#L-1298"><span class="linenos">1298</span></a>
+</span><span id="L-1299"><a href="#L-1299"><span class="linenos">1299</span></a><span class="k">class</span> <span class="nc">CryptoKeyReader</span><span class="p">:</span>
+</span><span id="L-1300"><a href="#L-1300"><span class="linenos">1300</span></a>    <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="L-1301"><a href="#L-1301"><span class="linenos">1301</span></a><span class="sd">    Default crypto key reader implementation</span>
+</span><span id="L-1302"><a href="#L-1302"><span class="linenos">1302</span></a><span class="sd">    &quot;&quot;&quot;</span>
+</span><span id="L-1303"><a href="#L-1303"><span class="linenos">1303</span></a>    <span class="k">def</span> <span class="fm">__init__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">public_key_path</span><span class="p">,</span> <span class="n">private_key_path</span><span class="p">):</span>
+</span><span id="L-1304"><a href="#L-1304"><span class="linenos">1304</span></a>        <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="L-1305"><a href="#L-1305"><span class="linenos">1305</span></a><span class="sd">        Create crypto key reader.</span>
+</span><span id="L-1306"><a href="#L-1306"><span class="linenos">1306</span></a>
+</span><span id="L-1307"><a href="#L-1307"><span class="linenos">1307</span></a><span class="sd">        **Args**</span>
+</span><span id="L-1308"><a href="#L-1308"><span class="linenos">1308</span></a>
+</span><span id="L-1309"><a href="#L-1309"><span class="linenos">1309</span></a><span class="sd">        * `public_key_path`: Path to the public key</span>
+</span><span id="L-1310"><a href="#L-1310"><span class="linenos">1310</span></a><span class="sd">        * `private_key_path`: Path to private key</span>
+</span><span id="L-1311"><a href="#L-1311"><span class="linenos">1311</span></a><span class="sd">        &quot;&quot;&quot;</span>
+</span><span id="L-1312"><a href="#L-1312"><span class="linenos">1312</span></a>        <span class="n">_check_type</span><span class="p">(</span><span class="nb">str</span><span class="p">,</span> <span class="n">public_key_path</span><span class="p">,</span> <span class="s1">&#39;public_key_path&#39;</span><span class="p">)</span>
+</span><span id="L-1313"><a href="#L-1313"><span class="linenos">1313</span></a>        <span class="n">_check_type</span><span class="p">(</span><span class="nb">str</span><span class="p">,</span> <span class="n">private_key_path</span><span class="p">,</span> <span class="s1">&#39;private_key_path&#39;</span><span class="p">)</span>
+</span><span id="L-1314"><a href="#L-1314"><span class="linenos">1314</span></a>        <span class="bp">self</span><span class="o">.</span><span class="n">cryptoKeyReader</span> <span class="o">=</span> <span class="n">_pulsar</span><span class="o">.</span><span class="n">CryptoKeyReader</span><span class="p">(</span><span class="n">public_key_path</span><span class="p">,</span> <span class="n">private_key_path</span><span class="p">)</span>
+</span><span id="L-1315"><a href="#L-1315"><span class="linenos">1315</span></a>
+</span><span id="L-1316"><a href="#L-1316"><span class="linenos">1316</span></a><span class="k">def</span> <span class="nf">_check_type</span><span class="p">(</span><span class="n">var_type</span><span class="p">,</span> <span class="n">var</span><span class="p">,</span> <span class="n">name</span><span class="p">):</span>
+</span><span id="L-1317"><a href="#L-1317"><span class="linenos">1317</span></a>    <span class="k">if</span> <span class="ow">not</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">var</span><span class="p">,</span> <span class="n">var_type</span><span class="p">):</span>
+</span><span id="L-1318"><a href="#L-1318"><span class="linenos">1318</span></a>        <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span><span class="s2">&quot;Argument </span><span class="si">%s</span><span class="s2"> is expected to be of type &#39;</span><span class="si">%s</span><span class="s2">&#39; and not &#39;</span><span class="si">%s</span><span class="s2">&#39;&quot;</span>
+</span><span id="L-1319"><a href="#L-1319"><span class="linenos">1319</span></a>                         <span class="o">%</span> <span class="p">(</span><span class="n">name</span><span class="p">,</span> <span class="n">var_type</span><span class="o">.</span><span class="vm">__name__</span><span class="p">,</span> <span class="nb">type</span><span class="p">(</span><span class="n">var</span><span class="p">)</span><span class="o">.</span><span class="vm">__name__</span><span class="p"> [...]
+</span><span id="L-1320"><a href="#L-1320"><span class="linenos">1320</span></a>
+</span><span id="L-1321"><a href="#L-1321"><span class="linenos">1321</span></a>
+</span><span id="L-1322"><a href="#L-1322"><span class="linenos">1322</span></a><span class="k">def</span> <span class="nf">_check_type_or_none</span><span class="p">(</span><span class="n">var_type</span><span class="p">,</span> <span class="n">var</span><span class="p">,</span> <span class="n">name</span><span class="p">):</span>
+</span><span id="L-1323"><a href="#L-1323"><span class="linenos">1323</span></a>    <span class="k">if</span> <span class="n">var</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span> <span class="ow">and</span> <span class="ow">not</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">var</span><span class="p">,</span> <span class="n">var_type</span><span class="p">):</span>
+</span><span id="L-1324"><a href="#L-1324"><span class="linenos">1324</span></a>        <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span><span class="s2">&quot;Argument </span><span class="si">%s</span><span class="s2"> is expected to be either None or of type &#39;</span><span class="si">%s</span><span class="s2">&#39;&quot;</span>
+</span><span id="L-1325"><a href="#L-1325"><span class="linenos">1325</span></a>                         <span class="o">%</span> <span class="p">(</span><span class="n">name</span><span class="p">,</span> <span class="n">var_type</span><span class="o">.</span><span class="vm">__name__</span><span class="p">))</span>
+</span><span id="L-1326"><a href="#L-1326"><span class="linenos">1326</span></a>
+</span><span id="L-1327"><a href="#L-1327"><span class="linenos">1327</span></a>
+</span><span id="L-1328"><a href="#L-1328"><span class="linenos">1328</span></a><span class="k">def</span> <span class="nf">_listener_wrapper</span><span class="p">(</span><span class="n">listener</span><span class="p">,</span> <span class="n">schema</span><span class="p">):</span>
+</span><span id="L-1329"><a href="#L-1329"><span class="linenos">1329</span></a>    <span class="k">def</span> <span class="nf">wrapper</span><span class="p">(</span><span class="n">consumer</span><span class="p">,</span> <span class="n">msg</span><span class="p">):</span>
+</span><span id="L-1330"><a href="#L-1330"><span class="linenos">1330</span></a>        <span class="n">c</span> <span class="o">=</span> <span class="n">Consumer</span><span class="p">()</span>
+</span><span id="L-1331"><a href="#L-1331"><span class="linenos">1331</span></a>        <span class="n">c</span><span class="o">.</span><span class="n">_consumer</span> <span class="o">=</span> <span class="n">consumer</span>
+</span><span id="L-1332"><a href="#L-1332"><span class="linenos">1332</span></a>        <span class="n">m</span> <span class="o">=</span> <span class="n">Message</span><span class="p">()</span>
+</span><span id="L-1333"><a href="#L-1333"><span class="linenos">1333</span></a>        <span class="n">m</span><span class="o">.</span><span class="n">_message</span> <span class="o">=</span> <span class="n">msg</span>
+</span><span id="L-1334"><a href="#L-1334"><span class="linenos">1334</span></a>        <span class="n">m</span><span class="o">.</span><span class="n">_schema</span> <span class="o">=</span> <span class="n">schema</span>
+</span><span id="L-1335"><a href="#L-1335"><span class="linenos">1335</span></a>        <span class="n">listener</span><span class="p">(</span><span class="n">c</span><span class="p">,</span> <span class="n">m</span><span class="p">)</span>
+</span><span id="L-1336"><a href="#L-1336"><span class="linenos">1336</span></a>    <span class="k">return</span> <span class="n">wrapper</span>
+</span></pre></div>
+
+
+            </section>
+                <section id="MessageId">
+                            <input id="MessageId-view-source" class="view-source-toggle-state" type="checkbox" aria-hidden="true" tabindex="-1">
+<div class="attr class">
+            
+    <span class="def">class</span>
+    <span class="name">MessageId</span>:
+
+                <label class="view-source-button" for="MessageId-view-source"><span>View Source</span></label>
+
+    </div>
+    <a class="headerlink" href="#MessageId"></a>
+            <div class="pdoc-code codehilite"><pre><span></span><span id="MessageId-123"><a href="#MessageId-123"><span class="linenos">123</span></a><span class="k">class</span> <span class="nc">MessageId</span><span class="p">:</span>
+</span><span id="MessageId-124"><a href="#MessageId-124"><span class="linenos">124</span></a>    <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="MessageId-125"><a href="#MessageId-125"><span class="linenos">125</span></a><span class="sd">    Represents a message id</span>
+</span><span id="MessageId-126"><a href="#MessageId-126"><span class="linenos">126</span></a><span class="sd">    &quot;&quot;&quot;</span>
+</span><span id="MessageId-127"><a href="#MessageId-127"><span class="linenos">127</span></a>
+</span><span id="MessageId-128"><a href="#MessageId-128"><span class="linenos">128</span></a>    <span class="k">def</span> <span class="fm">__init__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">partition</span><span class="o">=-</span><span class="mi">1</span><span class="p">,</span> <span class="n">ledger_id</span><span class="o">=-</span><span class="mi">1</span><span class="p">,</span> <span class="n">entry_id</span><span class="o [...]
+</span><span id="MessageId-129"><a href="#MessageId-129"><span class="linenos">129</span></a>        <span class="bp">self</span><span class="o">.</span><span class="n">_msg_id</span> <span class="o">=</span> <span class="n">_pulsar</span><span class="o">.</span><span class="n">MessageId</span><span class="p">(</span><span class="n">partition</span><span class="p">,</span> <span class="n">ledger_id</span><span class="p">,</span> <span class="n">entry_id</span><span class="p">,</span> <sp [...]
+</span><span id="MessageId-130"><a href="#MessageId-130"><span class="linenos">130</span></a>
+</span><span id="MessageId-131"><a href="#MessageId-131"><span class="linenos">131</span></a>    <span class="s1">&#39;Represents the earliest message stored in a topic&#39;</span>
+</span><span id="MessageId-132"><a href="#MessageId-132"><span class="linenos">132</span></a>    <span class="n">earliest</span> <span class="o">=</span> <span class="n">_pulsar</span><span class="o">.</span><span class="n">MessageId</span><span class="o">.</span><span class="n">earliest</span>
+</span><span id="MessageId-133"><a href="#MessageId-133"><span class="linenos">133</span></a>
+</span><span id="MessageId-134"><a href="#MessageId-134"><span class="linenos">134</span></a>    <span class="s1">&#39;Represents the latest message published on a topic&#39;</span>
+</span><span id="MessageId-135"><a href="#MessageId-135"><span class="linenos">135</span></a>    <span class="n">latest</span> <span class="o">=</span> <span class="n">_pulsar</span><span class="o">.</span><span class="n">MessageId</span><span class="o">.</span><span class="n">latest</span>
+</span><span id="MessageId-136"><a href="#MessageId-136"><span class="linenos">136</span></a>
+</span><span id="MessageId-137"><a href="#MessageId-137"><span class="linenos">137</span></a>    <span class="k">def</span> <span class="nf">ledger_id</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="MessageId-138"><a href="#MessageId-138"><span class="linenos">138</span></a>        <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_msg_id</span><span class="o">.</span><span class="n">ledger_id</span><span class="p">()</span>
+</span><span id="MessageId-139"><a href="#MessageId-139"><span class="linenos">139</span></a>
+</span><span id="MessageId-140"><a href="#MessageId-140"><span class="linenos">140</span></a>    <span class="k">def</span> <span class="nf">entry_id</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="MessageId-141"><a href="#MessageId-141"><span class="linenos">141</span></a>        <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_msg_id</span><span class="o">.</span><span class="n">entry_id</span><span class="p">()</span>
+</span><span id="MessageId-142"><a href="#MessageId-142"><span class="linenos">142</span></a>
+</span><span id="MessageId-143"><a href="#MessageId-143"><span class="linenos">143</span></a>    <span class="k">def</span> <span class="nf">batch_index</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="MessageId-144"><a href="#MessageId-144"><span class="linenos">144</span></a>        <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_msg_id</span><span class="o">.</span><span class="n">batch_index</span><span class="p">()</span>
+</span><span id="MessageId-145"><a href="#MessageId-145"><span class="linenos">145</span></a>
+</span><span id="MessageId-146"><a href="#MessageId-146"><span class="linenos">146</span></a>    <span class="k">def</span> <span class="nf">partition</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="MessageId-147"><a href="#MessageId-147"><span class="linenos">147</span></a>        <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_msg_id</span><span class="o">.</span><span class="n">partition</span><span class="p">()</span>
+</span><span id="MessageId-148"><a href="#MessageId-148"><span class="linenos">148</span></a>
+</span><span id="MessageId-149"><a href="#MessageId-149"><span class="linenos">149</span></a>    <span class="k">def</span> <span class="nf">serialize</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="MessageId-150"><a href="#MessageId-150"><span class="linenos">150</span></a>        <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="MessageId-151"><a href="#MessageId-151"><span class="linenos">151</span></a><span class="sd">        Returns a bytes representation of the message id.</span>
+</span><span id="MessageId-152"><a href="#MessageId-152"><span class="linenos">152</span></a><span class="sd">        This bytes sequence can be stored and later deserialized.</span>
+</span><span id="MessageId-153"><a href="#MessageId-153"><span class="linenos">153</span></a><span class="sd">        &quot;&quot;&quot;</span>
+</span><span id="MessageId-154"><a href="#MessageId-154"><span class="linenos">154</span></a>        <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_msg_id</span><span class="o">.</span><span class="n">serialize</span><span class="p">()</span>
+</span><span id="MessageId-155"><a href="#MessageId-155"><span class="linenos">155</span></a>
+</span><span id="MessageId-156"><a href="#MessageId-156"><span class="linenos">156</span></a>    <span class="nd">@staticmethod</span>
+</span><span id="MessageId-157"><a href="#MessageId-157"><span class="linenos">157</span></a>    <span class="k">def</span> <span class="nf">deserialize</span><span class="p">(</span><span class="n">message_id_bytes</span><span class="p">):</span>
+</span><span id="MessageId-158"><a href="#MessageId-158"><span class="linenos">158</span></a>        <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="MessageId-159"><a href="#MessageId-159"><span class="linenos">159</span></a><span class="sd">        Deserialize a message id object from a previously</span>
+</span><span id="MessageId-160"><a href="#MessageId-160"><span class="linenos">160</span></a><span class="sd">        serialized bytes sequence.</span>
+</span><span id="MessageId-161"><a href="#MessageId-161"><span class="linenos">161</span></a><span class="sd">        &quot;&quot;&quot;</span>
+</span><span id="MessageId-162"><a href="#MessageId-162"><span class="linenos">162</span></a>        <span class="k">return</span> <span class="n">_pulsar</span><span class="o">.</span><span class="n">MessageId</span><span class="o">.</span><span class="n">deserialize</span><span class="p">(</span><span class="n">message_id_bytes</span><span class="p">)</span>
+</span></pre></div>
+
+
+            <div class="docstring"><p>Represents a message id</p>
+</div>
+
+
+                            <div id="MessageId.__init__" class="classattr">
+                                        <input id="MessageId.__init__-view-source" class="view-source-toggle-state" type="checkbox" aria-hidden="true" tabindex="-1">
+<div class="attr function">
+            
+        <span class="name">MessageId</span><span class="signature pdoc-code condensed">(<span class="param"><span class="n">partition</span><span class="o">=-</span><span class="mi">1</span>, </span><span class="param"><span class="n">ledger_id</span><span class="o">=-</span><span class="mi">1</span>, </span><span class="param"><span class="n">entry_id</span><span class="o">=-</span><span class="mi">1</span>, </span><span class="param"><span class="n">batch_index</span><span class="o">=- [...]
+
+                <label class="view-source-button" for="MessageId.__init__-view-source"><span>View Source</span></label>
+
+    </div>
+    <a class="headerlink" href="#MessageId.__init__"></a>
+            <div class="pdoc-code codehilite"><pre><span></span><span id="MessageId.__init__-128"><a href="#MessageId.__init__-128"><span class="linenos">128</span></a>    <span class="k">def</span> <span class="fm">__init__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">partition</span><span class="o">=-</span><span class="mi">1</span><span class="p">,</span> <span class="n">ledger_id</span><span class="o">=-</span><span class="mi">1</ [...]
+</span><span id="MessageId.__init__-129"><a href="#MessageId.__init__-129"><span class="linenos">129</span></a>        <span class="bp">self</span><span class="o">.</span><span class="n">_msg_id</span> <span class="o">=</span> <span class="n">_pulsar</span><span class="o">.</span><span class="n">MessageId</span><span class="p">(</span><span class="n">partition</span><span class="p">,</span> <span class="n">ledger_id</span><span class="p">,</span> <span class="n">entry_id</span><span clas [...]
+</span></pre></div>
+
+
+    
+
+                            </div>
+                            <div id="MessageId.earliest" class="classattr">
+                                <div class="attr variable">
+            <span class="name">earliest</span><span class="default_value"> = &lt;_pulsar.MessageId object&gt;</span>
+
+        
+    </div>
+    <a class="headerlink" href="#MessageId.earliest"></a>
+    
+            <div class="docstring"><p>Represents the latest message published on a topic</p>
+</div>
+
+
+                            </div>
+                            <div id="MessageId.latest" class="classattr">
+                                <div class="attr variable">
+            <span class="name">latest</span><span class="default_value"> = &lt;_pulsar.MessageId object&gt;</span>
+
+        
+    </div>
+    <a class="headerlink" href="#MessageId.latest"></a>
+    
+    
+
+                            </div>
+                            <div id="MessageId.ledger_id" class="classattr">
+                                        <input id="MessageId.ledger_id-view-source" class="view-source-toggle-state" type="checkbox" aria-hidden="true" tabindex="-1">
+<div class="attr function">
+            
+        <span class="def">def</span>
+        <span class="name">ledger_id</span><span class="signature pdoc-code condensed">(<span class="param"><span class="bp">self</span></span>)</span>
+
+                <label class="view-source-button" for="MessageId.ledger_id-view-source"><span>View Source</span></label>
+
+    </div>
+    <a class="headerlink" href="#MessageId.ledger_id"></a>
+            <div class="pdoc-code codehilite"><pre><span></span><span id="MessageId.ledger_id-137"><a href="#MessageId.ledger_id-137"><span class="linenos">137</span></a>    <span class="k">def</span> <span class="nf">ledger_id</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="MessageId.ledger_id-138"><a href="#MessageId.ledger_id-138"><span class="linenos">138</span></a>        <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_msg_id</span><span class="o">.</span><span class="n">ledger_id</span><span class="p">()</span>
+</span></pre></div>
+
+
+    
+
+                            </div>
+                            <div id="MessageId.entry_id" class="classattr">
+                                        <input id="MessageId.entry_id-view-source" class="view-source-toggle-state" type="checkbox" aria-hidden="true" tabindex="-1">
+<div class="attr function">
+            
+        <span class="def">def</span>
+        <span class="name">entry_id</span><span class="signature pdoc-code condensed">(<span class="param"><span class="bp">self</span></span>)</span>
+
+                <label class="view-source-button" for="MessageId.entry_id-view-source"><span>View Source</span></label>
+
+    </div>
+    <a class="headerlink" href="#MessageId.entry_id"></a>
+            <div class="pdoc-code codehilite"><pre><span></span><span id="MessageId.entry_id-140"><a href="#MessageId.entry_id-140"><span class="linenos">140</span></a>    <span class="k">def</span> <span class="nf">entry_id</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="MessageId.entry_id-141"><a href="#MessageId.entry_id-141"><span class="linenos">141</span></a>        <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_msg_id</span><span class="o">.</span><span class="n">entry_id</span><span class="p">()</span>
+</span></pre></div>
+
+
+    
+
+                            </div>
+                            <div id="MessageId.batch_index" class="classattr">
+                                        <input id="MessageId.batch_index-view-source" class="view-source-toggle-state" type="checkbox" aria-hidden="true" tabindex="-1">
+<div class="attr function">
+            
+        <span class="def">def</span>
+        <span class="name">batch_index</span><span class="signature pdoc-code condensed">(<span class="param"><span class="bp">self</span></span>)</span>
+
+                <label class="view-source-button" for="MessageId.batch_index-view-source"><span>View Source</span></label>
+
+    </div>
+    <a class="headerlink" href="#MessageId.batch_index"></a>
+            <div class="pdoc-code codehilite"><pre><span></span><span id="MessageId.batch_index-143"><a href="#MessageId.batch_index-143"><span class="linenos">143</span></a>    <span class="k">def</span> <span class="nf">batch_index</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="MessageId.batch_index-144"><a href="#MessageId.batch_index-144"><span class="linenos">144</span></a>        <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_msg_id</span><span class="o">.</span><span class="n">batch_index</span><span class="p">()</span>
+</span></pre></div>
+
+
+    
+
+                            </div>
+                            <div id="MessageId.partition" class="classattr">
+                                        <input id="MessageId.partition-view-source" class="view-source-toggle-state" type="checkbox" aria-hidden="true" tabindex="-1">
+<div class="attr function">
+            
+        <span class="def">def</span>
+        <span class="name">partition</span><span class="signature pdoc-code condensed">(<span class="param"><span class="bp">self</span></span>)</span>
+
+                <label class="view-source-button" for="MessageId.partition-view-source"><span>View Source</span></label>
+
+    </div>
+    <a class="headerlink" href="#MessageId.partition"></a>
+            <div class="pdoc-code codehilite"><pre><span></span><span id="MessageId.partition-146"><a href="#MessageId.partition-146"><span class="linenos">146</span></a>    <span class="k">def</span> <span class="nf">partition</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="MessageId.partition-147"><a href="#MessageId.partition-147"><span class="linenos">147</span></a>        <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_msg_id</span><span class="o">.</span><span class="n">partition</span><span class="p">()</span>
+</span></pre></div>
+
+
+    
+
+                            </div>
+                            <div id="MessageId.serialize" class="classattr">
+                                        <input id="MessageId.serialize-view-source" class="view-source-toggle-state" type="checkbox" aria-hidden="true" tabindex="-1">
+<div class="attr function">
+            
+        <span class="def">def</span>
+        <span class="name">serialize</span><span class="signature pdoc-code condensed">(<span class="param"><span class="bp">self</span></span>)</span>
+
+                <label class="view-source-button" for="MessageId.serialize-view-source"><span>View Source</span></label>
+
+    </div>
+    <a class="headerlink" href="#MessageId.serialize"></a>
+            <div class="pdoc-code codehilite"><pre><span></span><span id="MessageId.serialize-149"><a href="#MessageId.serialize-149"><span class="linenos">149</span></a>    <span class="k">def</span> <span class="nf">serialize</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="MessageId.serialize-150"><a href="#MessageId.serialize-150"><span class="linenos">150</span></a>        <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="MessageId.serialize-151"><a href="#MessageId.serialize-151"><span class="linenos">151</span></a><span class="sd">        Returns a bytes representation of the message id.</span>
+</span><span id="MessageId.serialize-152"><a href="#MessageId.serialize-152"><span class="linenos">152</span></a><span class="sd">        This bytes sequence can be stored and later deserialized.</span>
+</span><span id="MessageId.serialize-153"><a href="#MessageId.serialize-153"><span class="linenos">153</span></a><span class="sd">        &quot;&quot;&quot;</span>
+</span><span id="MessageId.serialize-154"><a href="#MessageId.serialize-154"><span class="linenos">154</span></a>        <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_msg_id</span><span class="o">.</span><span class="n">serialize</span><span class="p">()</span>
+</span></pre></div>
+
+
+            <div class="docstring"><p>Returns a bytes representation of the message id.
+This bytes sequence can be stored and later deserialized.</p>
+</div>
+
+
+                            </div>
+                            <div id="MessageId.deserialize" class="classattr">
+                                        <input id="MessageId.deserialize-view-source" class="view-source-toggle-state" type="checkbox" aria-hidden="true" tabindex="-1">
+<div class="attr function">
+                    <div class="decorator">@staticmethod</div>
+
+        <span class="def">def</span>
+        <span class="name">deserialize</span><span class="signature pdoc-code condensed">(<span class="param"><span class="n">message_id_bytes</span></span>)</span>
+
+                <label class="view-source-button" for="MessageId.deserialize-view-source"><span>View Source</span></label>
+
+    </div>
+    <a class="headerlink" href="#MessageId.deserialize"></a>
+            <div class="pdoc-code codehilite"><pre><span></span><span id="MessageId.deserialize-156"><a href="#MessageId.deserialize-156"><span class="linenos">156</span></a>    <span class="nd">@staticmethod</span>
+</span><span id="MessageId.deserialize-157"><a href="#MessageId.deserialize-157"><span class="linenos">157</span></a>    <span class="k">def</span> <span class="nf">deserialize</span><span class="p">(</span><span class="n">message_id_bytes</span><span class="p">):</span>
+</span><span id="MessageId.deserialize-158"><a href="#MessageId.deserialize-158"><span class="linenos">158</span></a>        <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="MessageId.deserialize-159"><a href="#MessageId.deserialize-159"><span class="linenos">159</span></a><span class="sd">        Deserialize a message id object from a previously</span>
+</span><span id="MessageId.deserialize-160"><a href="#MessageId.deserialize-160"><span class="linenos">160</span></a><span class="sd">        serialized bytes sequence.</span>
+</span><span id="MessageId.deserialize-161"><a href="#MessageId.deserialize-161"><span class="linenos">161</span></a><span class="sd">        &quot;&quot;&quot;</span>
+</span><span id="MessageId.deserialize-162"><a href="#MessageId.deserialize-162"><span class="linenos">162</span></a>        <span class="k">return</span> <span class="n">_pulsar</span><span class="o">.</span><span class="n">MessageId</span><span class="o">.</span><span class="n">deserialize</span><span class="p">(</span><span class="n">message_id_bytes</span><span class="p">)</span>
+</span></pre></div>
+
+
+            <div class="docstring"><p>Deserialize a message id object from a previously
+serialized bytes sequence.</p>
+</div>
+
+
+                            </div>
+                </section>
+                <section id="Message">
+                            <input id="Message-view-source" class="view-source-toggle-state" type="checkbox" aria-hidden="true" tabindex="-1">
+<div class="attr class">
+            
+    <span class="def">class</span>
+    <span class="name">Message</span>:
+
+                <label class="view-source-button" for="Message-view-source"><span>View Source</span></label>
+
+    </div>
+    <a class="headerlink" href="#Message"></a>
+            <div class="pdoc-code codehilite"><pre><span></span><span id="Message-165"><a href="#Message-165"><span class="linenos">165</span></a><span class="k">class</span> <span class="nc">Message</span><span class="p">:</span>
+</span><span id="Message-166"><a href="#Message-166"><span class="linenos">166</span></a>    <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="Message-167"><a href="#Message-167"><span class="linenos">167</span></a><span class="sd">    Message objects are returned by a consumer, either by calling `receive` or</span>
+</span><span id="Message-168"><a href="#Message-168"><span class="linenos">168</span></a><span class="sd">    through a listener.</span>
+</span><span id="Message-169"><a href="#Message-169"><span class="linenos">169</span></a><span class="sd">    &quot;&quot;&quot;</span>
+</span><span id="Message-170"><a href="#Message-170"><span class="linenos">170</span></a>
+</span><span id="Message-171"><a href="#Message-171"><span class="linenos">171</span></a>    <span class="k">def</span> <span class="nf">data</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="Message-172"><a href="#Message-172"><span class="linenos">172</span></a>        <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="Message-173"><a href="#Message-173"><span class="linenos">173</span></a><span class="sd">        Returns object typed bytes with the payload of the message.</span>
+</span><span id="Message-174"><a href="#Message-174"><span class="linenos">174</span></a><span class="sd">        &quot;&quot;&quot;</span>
+</span><span id="Message-175"><a href="#Message-175"><span class="linenos">175</span></a>        <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_message</span><span class="o">.</span><span class="n">data</span><span class="p">()</span>
+</span><span id="Message-176"><a href="#Message-176"><span class="linenos">176</span></a>
+</span><span id="Message-177"><a href="#Message-177"><span class="linenos">177</span></a>    <span class="k">def</span> <span class="nf">value</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="Message-178"><a href="#Message-178"><span class="linenos">178</span></a>        <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="Message-179"><a href="#Message-179"><span class="linenos">179</span></a><span class="sd">        Returns object with the de-serialized version of the message content</span>
+</span><span id="Message-180"><a href="#Message-180"><span class="linenos">180</span></a><span class="sd">        &quot;&quot;&quot;</span>
+</span><span id="Message-181"><a href="#Message-181"><span class="linenos">181</span></a>        <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_schema</span><span class="o">.</span><span class="n">decode</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">_message</span><span class="o">.</span><span class="n">data</span><span class="p">())</span>
+</span><span id="Message-182"><a href="#Message-182"><span class="linenos">182</span></a>
+</span><span id="Message-183"><a href="#Message-183"><span class="linenos">183</span></a>    <span class="k">def</span> <span class="nf">properties</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="Message-184"><a href="#Message-184"><span class="linenos">184</span></a>        <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="Message-185"><a href="#Message-185"><span class="linenos">185</span></a><span class="sd">        Return the properties attached to the message. Properties are</span>
+</span><span id="Message-186"><a href="#Message-186"><span class="linenos">186</span></a><span class="sd">        application-defined key/value pairs that will be attached to the</span>
+</span><span id="Message-187"><a href="#Message-187"><span class="linenos">187</span></a><span class="sd">        message.</span>
+</span><span id="Message-188"><a href="#Message-188"><span class="linenos">188</span></a><span class="sd">        &quot;&quot;&quot;</span>
+</span><span id="Message-189"><a href="#Message-189"><span class="linenos">189</span></a>        <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_message</span><span class="o">.</span><span class="n">properties</span><span class="p">()</span>
+</span><span id="Message-190"><a href="#Message-190"><span class="linenos">190</span></a>
+</span><span id="Message-191"><a href="#Message-191"><span class="linenos">191</span></a>    <span class="k">def</span> <span class="nf">partition_key</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="Message-192"><a href="#Message-192"><span class="linenos">192</span></a>        <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="Message-193"><a href="#Message-193"><span class="linenos">193</span></a><span class="sd">        Get the partitioning key for the message.</span>
+</span><span id="Message-194"><a href="#Message-194"><span class="linenos">194</span></a><span class="sd">        &quot;&quot;&quot;</span>
+</span><span id="Message-195"><a href="#Message-195"><span class="linenos">195</span></a>        <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_message</span><span class="o">.</span><span class="n">partition_key</span><span class="p">()</span>
+</span><span id="Message-196"><a href="#Message-196"><span class="linenos">196</span></a>
+</span><span id="Message-197"><a href="#Message-197"><span class="linenos">197</span></a>    <span class="k">def</span> <span class="nf">publish_timestamp</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="Message-198"><a href="#Message-198"><span class="linenos">198</span></a>        <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="Message-199"><a href="#Message-199"><span class="linenos">199</span></a><span class="sd">        Get the timestamp in milliseconds with the message publish time.</span>
+</span><span id="Message-200"><a href="#Message-200"><span class="linenos">200</span></a><span class="sd">        &quot;&quot;&quot;</span>
+</span><span id="Message-201"><a href="#Message-201"><span class="linenos">201</span></a>        <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_message</span><span class="o">.</span><span class="n">publish_timestamp</span><span class="p">()</span>
+</span><span id="Message-202"><a href="#Message-202"><span class="linenos">202</span></a>
+</span><span id="Message-203"><a href="#Message-203"><span class="linenos">203</span></a>    <span class="k">def</span> <span class="nf">event_timestamp</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="Message-204"><a href="#Message-204"><span class="linenos">204</span></a>        <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="Message-205"><a href="#Message-205"><span class="linenos">205</span></a><span class="sd">        Get the timestamp in milliseconds with the message event time.</span>
+</span><span id="Message-206"><a href="#Message-206"><span class="linenos">206</span></a><span class="sd">        &quot;&quot;&quot;</span>
+</span><span id="Message-207"><a href="#Message-207"><span class="linenos">207</span></a>        <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_message</span><span class="o">.</span><span class="n">event_timestamp</span><span class="p">()</span>
+</span><span id="Message-208"><a href="#Message-208"><span class="linenos">208</span></a>
+</span><span id="Message-209"><a href="#Message-209"><span class="linenos">209</span></a>    <span class="k">def</span> <span class="nf">message_id</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="Message-210"><a href="#Message-210"><span class="linenos">210</span></a>        <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="Message-211"><a href="#Message-211"><span class="linenos">211</span></a><span class="sd">        The message ID that can be used to refere to this particular message.</span>
+</span><span id="Message-212"><a href="#Message-212"><span class="linenos">212</span></a><span class="sd">        &quot;&quot;&quot;</span>
+</span><span id="Message-213"><a href="#Message-213"><span class="linenos">213</span></a>        <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_message</span><span class="o">.</span><span class="n">message_id</span><span class="p">()</span>
+</span><span id="Message-214"><a href="#Message-214"><span class="linenos">214</span></a>
+</span><span id="Message-215"><a href="#Message-215"><span class="linenos">215</span></a>    <span class="k">def</span> <span class="nf">topic_name</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="Message-216"><a href="#Message-216"><span class="linenos">216</span></a>        <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="Message-217"><a href="#Message-217"><span class="linenos">217</span></a><span class="sd">        Get the topic Name from which this message originated from</span>
+</span><span id="Message-218"><a href="#Message-218"><span class="linenos">218</span></a><span class="sd">        &quot;&quot;&quot;</span>
+</span><span id="Message-219"><a href="#Message-219"><span class="linenos">219</span></a>        <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_message</span><span class="o">.</span><span class="n">topic_name</span><span class="p">()</span>
+</span><span id="Message-220"><a href="#Message-220"><span class="linenos">220</span></a>
+</span><span id="Message-221"><a href="#Message-221"><span class="linenos">221</span></a>    <span class="k">def</span> <span class="nf">redelivery_count</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="Message-222"><a href="#Message-222"><span class="linenos">222</span></a>        <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="Message-223"><a href="#Message-223"><span class="linenos">223</span></a><span class="sd">        Get the redelivery count for this message</span>
+</span><span id="Message-224"><a href="#Message-224"><span class="linenos">224</span></a><span class="sd">        &quot;&quot;&quot;</span>
+</span><span id="Message-225"><a href="#Message-225"><span class="linenos">225</span></a>        <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_message</span><span class="o">.</span><span class="n">redelivery_count</span><span class="p">()</span>
+</span><span id="Message-226"><a href="#Message-226"><span class="linenos">226</span></a>
+</span><span id="Message-227"><a href="#Message-227"><span class="linenos">227</span></a>    <span class="k">def</span> <span class="nf">schema_version</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="Message-228"><a href="#Message-228"><span class="linenos">228</span></a>        <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="Message-229"><a href="#Message-229"><span class="linenos">229</span></a><span class="sd">        Get the schema version for this message</span>
+</span><span id="Message-230"><a href="#Message-230"><span class="linenos">230</span></a><span class="sd">        &quot;&quot;&quot;</span>
+</span><span id="Message-231"><a href="#Message-231"><span class="linenos">231</span></a>        <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_message</span><span class="o">.</span><span class="n">schema_version</span><span class="p">()</span>
+</span><span id="Message-232"><a href="#Message-232"><span class="linenos">232</span></a>
+</span><span id="Message-233"><a href="#Message-233"><span class="linenos">233</span></a>    <span class="nd">@staticmethod</span>
+</span><span id="Message-234"><a href="#Message-234"><span class="linenos">234</span></a>    <span class="k">def</span> <span class="nf">_wrap</span><span class="p">(</span><span class="n">_message</span><span class="p">):</span>
+</span><span id="Message-235"><a href="#Message-235"><span class="linenos">235</span></a>        <span class="bp">self</span> <span class="o">=</span> <span class="n">Message</span><span class="p">()</span>
+</span><span id="Message-236"><a href="#Message-236"><span class="linenos">236</span></a>        <span class="bp">self</span><span class="o">.</span><span class="n">_message</span> <span class="o">=</span> <span class="n">_message</span>
+</span><span id="Message-237"><a href="#Message-237"><span class="linenos">237</span></a>        <span class="k">return</span> <span class="bp">self</span>
+</span></pre></div>
+
+
+            <div class="docstring"><p>Message objects are returned by a consumer, either by calling <code>receive</code> or
+through a listener.</p>
+</div>
+
+
+                            <div id="Message.__init__" class="classattr">
+                                <div class="attr function">
+            
+        <span class="name">Message</span><span class="signature pdoc-code condensed">()</span>
+
+        
+    </div>
+    <a class="headerlink" href="#Message.__init__"></a>
+    
+    
+
+                            </div>
+                            <div id="Message.data" class="classattr">
+                                        <input id="Message.data-view-source" class="view-source-toggle-state" type="checkbox" aria-hidden="true" tabindex="-1">
+<div class="attr function">
+            
+        <span class="def">def</span>
+        <span class="name">data</span><span class="signature pdoc-code condensed">(<span class="param"><span class="bp">self</span></span>)</span>
+
+                <label class="view-source-button" for="Message.data-view-source"><span>View Source</span></label>
+
+    </div>
+    <a class="headerlink" href="#Message.data"></a>
+            <div class="pdoc-code codehilite"><pre><span></span><span id="Message.data-171"><a href="#Message.data-171"><span class="linenos">171</span></a>    <span class="k">def</span> <span class="nf">data</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="Message.data-172"><a href="#Message.data-172"><span class="linenos">172</span></a>        <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="Message.data-173"><a href="#Message.data-173"><span class="linenos">173</span></a><span class="sd">        Returns object typed bytes with the payload of the message.</span>
+</span><span id="Message.data-174"><a href="#Message.data-174"><span class="linenos">174</span></a><span class="sd">        &quot;&quot;&quot;</span>
+</span><span id="Message.data-175"><a href="#Message.data-175"><span class="linenos">175</span></a>        <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_message</span><span class="o">.</span><span class="n">data</span><span class="p">()</span>
+</span></pre></div>
+
+
+            <div class="docstring"><p>Returns object typed bytes with the payload of the message.</p>
+</div>
+
+
+                            </div>
+                            <div id="Message.value" class="classattr">
+                                        <input id="Message.value-view-source" class="view-source-toggle-state" type="checkbox" aria-hidden="true" tabindex="-1">
+<div class="attr function">
+            
+        <span class="def">def</span>
+        <span class="name">value</span><span class="signature pdoc-code condensed">(<span class="param"><span class="bp">self</span></span>)</span>
+
+                <label class="view-source-button" for="Message.value-view-source"><span>View Source</span></label>
+
+    </div>
+    <a class="headerlink" href="#Message.value"></a>
+            <div class="pdoc-code codehilite"><pre><span></span><span id="Message.value-177"><a href="#Message.value-177"><span class="linenos">177</span></a>    <span class="k">def</span> <span class="nf">value</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="Message.value-178"><a href="#Message.value-178"><span class="linenos">178</span></a>        <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="Message.value-179"><a href="#Message.value-179"><span class="linenos">179</span></a><span class="sd">        Returns object with the de-serialized version of the message content</span>
+</span><span id="Message.value-180"><a href="#Message.value-180"><span class="linenos">180</span></a><span class="sd">        &quot;&quot;&quot;</span>
+</span><span id="Message.value-181"><a href="#Message.value-181"><span class="linenos">181</span></a>        <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_schema</span><span class="o">.</span><span class="n">decode</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">_message</span><span class="o">.</span><span class="n">data</span><span class="p">())</span>
+</span></pre></div>
+
+
+            <div class="docstring"><p>Returns object with the de-serialized version of the message content</p>
+</div>
+
+
+                            </div>
+                            <div id="Message.properties" class="classattr">
+                                        <input id="Message.properties-view-source" class="view-source-toggle-state" type="checkbox" aria-hidden="true" tabindex="-1">
+<div class="attr function">
+            
+        <span class="def">def</span>
+        <span class="name">properties</span><span class="signature pdoc-code condensed">(<span class="param"><span class="bp">self</span></span>)</span>
+
+                <label class="view-source-button" for="Message.properties-view-source"><span>View Source</span></label>
+
+    </div>
+    <a class="headerlink" href="#Message.properties"></a>
+            <div class="pdoc-code codehilite"><pre><span></span><span id="Message.properties-183"><a href="#Message.properties-183"><span class="linenos">183</span></a>    <span class="k">def</span> <span class="nf">properties</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="Message.properties-184"><a href="#Message.properties-184"><span class="linenos">184</span></a>        <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="Message.properties-185"><a href="#Message.properties-185"><span class="linenos">185</span></a><span class="sd">        Return the properties attached to the message. Properties are</span>
+</span><span id="Message.properties-186"><a href="#Message.properties-186"><span class="linenos">186</span></a><span class="sd">        application-defined key/value pairs that will be attached to the</span>
+</span><span id="Message.properties-187"><a href="#Message.properties-187"><span class="linenos">187</span></a><span class="sd">        message.</span>
+</span><span id="Message.properties-188"><a href="#Message.properties-188"><span class="linenos">188</span></a><span class="sd">        &quot;&quot;&quot;</span>
+</span><span id="Message.properties-189"><a href="#Message.properties-189"><span class="linenos">189</span></a>        <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_message</span><span class="o">.</span><span class="n">properties</span><span class="p">()</span>
+</span></pre></div>
+
+
+            <div class="docstring"><p>Return the properties attached to the message. Properties are
+application-defined key/value pairs that will be attached to the
+message.</p>
+</div>
+
+
+                            </div>
+                            <div id="Message.partition_key" class="classattr">
+                                        <input id="Message.partition_key-view-source" class="view-source-toggle-state" type="checkbox" aria-hidden="true" tabindex="-1">
+<div class="attr function">
+            
+        <span class="def">def</span>
+        <span class="name">partition_key</span><span class="signature pdoc-code condensed">(<span class="param"><span class="bp">self</span></span>)</span>
+
+                <label class="view-source-button" for="Message.partition_key-view-source"><span>View Source</span></label>
+
+    </div>
+    <a class="headerlink" href="#Message.partition_key"></a>
+            <div class="pdoc-code codehilite"><pre><span></span><span id="Message.partition_key-191"><a href="#Message.partition_key-191"><span class="linenos">191</span></a>    <span class="k">def</span> <span class="nf">partition_key</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="Message.partition_key-192"><a href="#Message.partition_key-192"><span class="linenos">192</span></a>        <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="Message.partition_key-193"><a href="#Message.partition_key-193"><span class="linenos">193</span></a><span class="sd">        Get the partitioning key for the message.</span>
+</span><span id="Message.partition_key-194"><a href="#Message.partition_key-194"><span class="linenos">194</span></a><span class="sd">        &quot;&quot;&quot;</span>
+</span><span id="Message.partition_key-195"><a href="#Message.partition_key-195"><span class="linenos">195</span></a>        <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_message</span><span class="o">.</span><span class="n">partition_key</span><span class="p">()</span>
+</span></pre></div>
+
+
+            <div class="docstring"><p>Get the partitioning key for the message.</p>
+</div>
+
+
+                            </div>
+                            <div id="Message.publish_timestamp" class="classattr">
+                                        <input id="Message.publish_timestamp-view-source" class="view-source-toggle-state" type="checkbox" aria-hidden="true" tabindex="-1">
+<div class="attr function">
+            
+        <span class="def">def</span>
+        <span class="name">publish_timestamp</span><span class="signature pdoc-code condensed">(<span class="param"><span class="bp">self</span></span>)</span>
+
+                <label class="view-source-button" for="Message.publish_timestamp-view-source"><span>View Source</span></label>
+
+    </div>
+    <a class="headerlink" href="#Message.publish_timestamp"></a>
+            <div class="pdoc-code codehilite"><pre><span></span><span id="Message.publish_timestamp-197"><a href="#Message.publish_timestamp-197"><span class="linenos">197</span></a>    <span class="k">def</span> <span class="nf">publish_timestamp</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="Message.publish_timestamp-198"><a href="#Message.publish_timestamp-198"><span class="linenos">198</span></a>        <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="Message.publish_timestamp-199"><a href="#Message.publish_timestamp-199"><span class="linenos">199</span></a><span class="sd">        Get the timestamp in milliseconds with the message publish time.</span>
+</span><span id="Message.publish_timestamp-200"><a href="#Message.publish_timestamp-200"><span class="linenos">200</span></a><span class="sd">        &quot;&quot;&quot;</span>
+</span><span id="Message.publish_timestamp-201"><a href="#Message.publish_timestamp-201"><span class="linenos">201</span></a>        <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_message</span><span class="o">.</span><span class="n">publish_timestamp</span><span class="p">()</span>
+</span></pre></div>
+
+
+            <div class="docstring"><p>Get the timestamp in milliseconds with the message publish time.</p>
+</div>
+
+
+                            </div>
+                            <div id="Message.event_timestamp" class="classattr">
+                                        <input id="Message.event_timestamp-view-source" class="view-source-toggle-state" type="checkbox" aria-hidden="true" tabindex="-1">
+<div class="attr function">
+            
+        <span class="def">def</span>
+        <span class="name">event_timestamp</span><span class="signature pdoc-code condensed">(<span class="param"><span class="bp">self</span></span>)</span>
+
+                <label class="view-source-button" for="Message.event_timestamp-view-source"><span>View Source</span></label>
+
+    </div>
+    <a class="headerlink" href="#Message.event_timestamp"></a>
+            <div class="pdoc-code codehilite"><pre><span></span><span id="Message.event_timestamp-203"><a href="#Message.event_timestamp-203"><span class="linenos">203</span></a>    <span class="k">def</span> <span class="nf">event_timestamp</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="Message.event_timestamp-204"><a href="#Message.event_timestamp-204"><span class="linenos">204</span></a>        <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="Message.event_timestamp-205"><a href="#Message.event_timestamp-205"><span class="linenos">205</span></a><span class="sd">        Get the timestamp in milliseconds with the message event time.</span>
+</span><span id="Message.event_timestamp-206"><a href="#Message.event_timestamp-206"><span class="linenos">206</span></a><span class="sd">        &quot;&quot;&quot;</span>
+</span><span id="Message.event_timestamp-207"><a href="#Message.event_timestamp-207"><span class="linenos">207</span></a>        <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_message</span><span class="o">.</span><span class="n">event_timestamp</span><span class="p">()</span>
+</span></pre></div>
+
+
+            <div class="docstring"><p>Get the timestamp in milliseconds with the message event time.</p>
+</div>
+
+
+                            </div>
+                            <div id="Message.message_id" class="classattr">
+                                        <input id="Message.message_id-view-source" class="view-source-toggle-state" type="checkbox" aria-hidden="true" tabindex="-1">
+<div class="attr function">
+            
+        <span class="def">def</span>
+        <span class="name">message_id</span><span class="signature pdoc-code condensed">(<span class="param"><span class="bp">self</span></span>)</span>
+
+                <label class="view-source-button" for="Message.message_id-view-source"><span>View Source</span></label>
+
+    </div>
+    <a class="headerlink" href="#Message.message_id"></a>
+            <div class="pdoc-code codehilite"><pre><span></span><span id="Message.message_id-209"><a href="#Message.message_id-209"><span class="linenos">209</span></a>    <span class="k">def</span> <span class="nf">message_id</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="Message.message_id-210"><a href="#Message.message_id-210"><span class="linenos">210</span></a>        <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="Message.message_id-211"><a href="#Message.message_id-211"><span class="linenos">211</span></a><span class="sd">        The message ID that can be used to refere to this particular message.</span>
+</span><span id="Message.message_id-212"><a href="#Message.message_id-212"><span class="linenos">212</span></a><span class="sd">        &quot;&quot;&quot;</span>
+</span><span id="Message.message_id-213"><a href="#Message.message_id-213"><span class="linenos">213</span></a>        <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_message</span><span class="o">.</span><span class="n">message_id</span><span class="p">()</span>
+</span></pre></div>
+
+
+            <div class="docstring"><p>The message ID that can be used to refere to this particular message.</p>
+</div>
+
+
+                            </div>
+                            <div id="Message.topic_name" class="classattr">
+                                        <input id="Message.topic_name-view-source" class="view-source-toggle-state" type="checkbox" aria-hidden="true" tabindex="-1">
+<div class="attr function">
+            
+        <span class="def">def</span>
+        <span class="name">topic_name</span><span class="signature pdoc-code condensed">(<span class="param"><span class="bp">self</span></span>)</span>
+
+                <label class="view-source-button" for="Message.topic_name-view-source"><span>View Source</span></label>
+
+    </div>
+    <a class="headerlink" href="#Message.topic_name"></a>
+            <div class="pdoc-code codehilite"><pre><span></span><span id="Message.topic_name-215"><a href="#Message.topic_name-215"><span class="linenos">215</span></a>    <span class="k">def</span> <span class="nf">topic_name</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="Message.topic_name-216"><a href="#Message.topic_name-216"><span class="linenos">216</span></a>        <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="Message.topic_name-217"><a href="#Message.topic_name-217"><span class="linenos">217</span></a><span class="sd">        Get the topic Name from which this message originated from</span>
+</span><span id="Message.topic_name-218"><a href="#Message.topic_name-218"><span class="linenos">218</span></a><span class="sd">        &quot;&quot;&quot;</span>
+</span><span id="Message.topic_name-219"><a href="#Message.topic_name-219"><span class="linenos">219</span></a>        <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_message</span><span class="o">.</span><span class="n">topic_name</span><span class="p">()</span>
+</span></pre></div>
+
+
+            <div class="docstring"><p>Get the topic Name from which this message originated from</p>
+</div>
+
+
+                            </div>
+                            <div id="Message.redelivery_count" class="classattr">
+                                        <input id="Message.redelivery_count-view-source" class="view-source-toggle-state" type="checkbox" aria-hidden="true" tabindex="-1">
+<div class="attr function">
+            
+        <span class="def">def</span>
+        <span class="name">redelivery_count</span><span class="signature pdoc-code condensed">(<span class="param"><span class="bp">self</span></span>)</span>
+
+                <label class="view-source-button" for="Message.redelivery_count-view-source"><span>View Source</span></label>
+
+    </div>
+    <a class="headerlink" href="#Message.redelivery_count"></a>
+            <div class="pdoc-code codehilite"><pre><span></span><span id="Message.redelivery_count-221"><a href="#Message.redelivery_count-221"><span class="linenos">221</span></a>    <span class="k">def</span> <span class="nf">redelivery_count</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="Message.redelivery_count-222"><a href="#Message.redelivery_count-222"><span class="linenos">222</span></a>        <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="Message.redelivery_count-223"><a href="#Message.redelivery_count-223"><span class="linenos">223</span></a><span class="sd">        Get the redelivery count for this message</span>
+</span><span id="Message.redelivery_count-224"><a href="#Message.redelivery_count-224"><span class="linenos">224</span></a><span class="sd">        &quot;&quot;&quot;</span>
+</span><span id="Message.redelivery_count-225"><a href="#Message.redelivery_count-225"><span class="linenos">225</span></a>        <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_message</span><span class="o">.</span><span class="n">redelivery_count</span><span class="p">()</span>
+</span></pre></div>
+
+
+            <div class="docstring"><p>Get the redelivery count for this message</p>
+</div>
+
+
+                            </div>
+                            <div id="Message.schema_version" class="classattr">
+                                        <input id="Message.schema_version-view-source" class="view-source-toggle-state" type="checkbox" aria-hidden="true" tabindex="-1">
+<div class="attr function">
+            
+        <span class="def">def</span>
+        <span class="name">schema_version</span><span class="signature pdoc-code condensed">(<span class="param"><span class="bp">self</span></span>)</span>
+
+                <label class="view-source-button" for="Message.schema_version-view-source"><span>View Source</span></label>
+
+    </div>
+    <a class="headerlink" href="#Message.schema_version"></a>
+            <div class="pdoc-code codehilite"><pre><span></span><span id="Message.schema_version-227"><a href="#Message.schema_version-227"><span class="linenos">227</span></a>    <span class="k">def</span> <span class="nf">schema_version</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="Message.schema_version-228"><a href="#Message.schema_version-228"><span class="linenos">228</span></a>        <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="Message.schema_version-229"><a href="#Message.schema_version-229"><span class="linenos">229</span></a><span class="sd">        Get the schema version for this message</span>
+</span><span id="Message.schema_version-230"><a href="#Message.schema_version-230"><span class="linenos">230</span></a><span class="sd">        &quot;&quot;&quot;</span>
+</span><span id="Message.schema_version-231"><a href="#Message.schema_version-231"><span class="linenos">231</span></a>        <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_message</span><span class="o">.</span><span class="n">schema_version</span><span class="p">()</span>
+</span></pre></div>
+
+
+            <div class="docstring"><p>Get the schema version for this message</p>
+</div>
+
+
+                            </div>
+                </section>
+                <section id="MessageBatch">
+                            <input id="MessageBatch-view-source" class="view-source-toggle-state" type="checkbox" aria-hidden="true" tabindex="-1">
+<div class="attr class">
+            
+    <span class="def">class</span>
+    <span class="name">MessageBatch</span>:
+
+                <label class="view-source-button" for="MessageBatch-view-source"><span>View Source</span></label>
+
+    </div>
+    <a class="headerlink" href="#MessageBatch"></a>
+            <div class="pdoc-code codehilite"><pre><span></span><span id="MessageBatch-240"><a href="#MessageBatch-240"><span class="linenos">240</span></a><span class="k">class</span> <span class="nc">MessageBatch</span><span class="p">:</span>
+</span><span id="MessageBatch-241"><a href="#MessageBatch-241"><span class="linenos">241</span></a>
+</span><span id="MessageBatch-242"><a href="#MessageBatch-242"><span class="linenos">242</span></a>    <span class="k">def</span> <span class="fm">__init__</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="MessageBatch-243"><a href="#MessageBatch-243"><span class="linenos">243</span></a>        <span class="bp">self</span><span class="o">.</span><span class="n">_msg_batch</span> <span class="o">=</span> <span class="n">_pulsar</span><span class="o">.</span><span class="n">MessageBatch</span><span class="p">()</span>
+</span><span id="MessageBatch-244"><a href="#MessageBatch-244"><span class="linenos">244</span></a>
+</span><span id="MessageBatch-245"><a href="#MessageBatch-245"><span class="linenos">245</span></a>    <span class="k">def</span> <span class="nf">with_message_id</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">msg_id</span><span class="p">):</span>
+</span><span id="MessageBatch-246"><a href="#MessageBatch-246"><span class="linenos">246</span></a>        <span class="k">if</span> <span class="ow">not</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">msg_id</span><span class="p">,</span> <span class="n">_pulsar</span><span class="o">.</span><span class="n">MessageId</span><span class="p">):</span>
+</span><span id="MessageBatch-247"><a href="#MessageBatch-247"><span class="linenos">247</span></a>            <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">msg_id</span><span class="p">,</span> <span class="n">MessageId</span><span class="p">):</span>
+</span><span id="MessageBatch-248"><a href="#MessageBatch-248"><span class="linenos">248</span></a>                <span class="n">msg_id</span> <span class="o">=</span> <span class="n">msg_id</span><span class="o">.</span><span class="n">_msg_id</span>
+</span><span id="MessageBatch-249"><a href="#MessageBatch-249"><span class="linenos">249</span></a>            <span class="k">else</span><span class="p">:</span>
+</span><span id="MessageBatch-250"><a href="#MessageBatch-250"><span class="linenos">250</span></a>                <span class="k">raise</span> <span class="ne">TypeError</span><span class="p">(</span><span class="s2">&quot;unknown message id type&quot;</span><span class="p">)</span>
+</span><span id="MessageBatch-251"><a href="#MessageBatch-251"><span class="linenos">251</span></a>        <span class="bp">self</span><span class="o">.</span><span class="n">_msg_batch</span><span class="o">.</span><span class="n">with_message_id</span><span class="p">(</span><span class="n">msg_id</span><span class="p">)</span>
+</span><span id="MessageBatch-252"><a href="#MessageBatch-252"><span class="linenos">252</span></a>        <span class="k">return</span> <span class="bp">self</span>
+</span><span id="MessageBatch-253"><a href="#MessageBatch-253"><span class="linenos">253</span></a>
+</span><span id="MessageBatch-254"><a href="#MessageBatch-254"><span class="linenos">254</span></a>    <span class="k">def</span> <span class="nf">parse_from</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">data</span><span class="p">,</span> <span class="n">size</span><span class="p">):</span>
+</span><span id="MessageBatch-255"><a href="#MessageBatch-255"><span class="linenos">255</span></a>        <span class="bp">self</span><span class="o">.</span><span class="n">_msg_batch</span><span class="o">.</span><span class="n">parse_from</span><span class="p">(</span><span class="n">data</span><span class="p">,</span> <span class="n">size</span><span class="p">)</span>
+</span><span id="MessageBatch-256"><a href="#MessageBatch-256"><span class="linenos">256</span></a>        <span class="n">_msgs</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_msg_batch</span><span class="o">.</span><span class="n">messages</span><span class="p">()</span>
+</span><span id="MessageBatch-257"><a href="#MessageBatch-257"><span class="linenos">257</span></a>        <span class="k">return</span> <span class="nb">list</span><span class="p">(</span><span class="nb">map</span><span class="p">(</span><span class="n">Message</span><span class="o">.</span><span class="n">_wrap</span><span class="p">,</span> <span class="n">_msgs</span><span class="p">))</span>
+</span></pre></div>
+
+
+    
+
+                            <div id="MessageBatch.__init__" class="classattr">
+                                        <input id="MessageBatch.__init__-view-source" class="view-source-toggle-state" type="checkbox" aria-hidden="true" tabindex="-1">
+<div class="attr function">
+            
+        <span class="name">MessageBatch</span><span class="signature pdoc-code condensed">()</span>
+
+                <label class="view-source-button" for="MessageBatch.__init__-view-source"><span>View Source</span></label>
+
+    </div>
+    <a class="headerlink" href="#MessageBatch.__init__"></a>
+            <div class="pdoc-code codehilite"><pre><span></span><span id="MessageBatch.__init__-242"><a href="#MessageBatch.__init__-242"><span class="linenos">242</span></a>    <span class="k">def</span> <span class="fm">__init__</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="MessageBatch.__init__-243"><a href="#MessageBatch.__init__-243"><span class="linenos">243</span></a>        <span class="bp">self</span><span class="o">.</span><span class="n">_msg_batch</span> <span class="o">=</span> <span class="n">_pulsar</span><span class="o">.</span><span class="n">MessageBatch</span><span class="p">()</span>
+</span></pre></div>
+
+
+    
+
+                            </div>
+                            <div id="MessageBatch.with_message_id" class="classattr">
+                                        <input id="MessageBatch.with_message_id-view-source" class="view-source-toggle-state" type="checkbox" aria-hidden="true" tabindex="-1">
+<div class="attr function">
+            
+        <span class="def">def</span>
+        <span class="name">with_message_id</span><span class="signature pdoc-code condensed">(<span class="param"><span class="bp">self</span>, </span><span class="param"><span class="n">msg_id</span></span>)</span>
+
+                <label class="view-source-button" for="MessageBatch.with_message_id-view-source"><span>View Source</span></label>
+
+    </div>
+    <a class="headerlink" href="#MessageBatch.with_message_id"></a>
+            <div class="pdoc-code codehilite"><pre><span></span><span id="MessageBatch.with_message_id-245"><a href="#MessageBatch.with_message_id-245"><span class="linenos">245</span></a>    <span class="k">def</span> <span class="nf">with_message_id</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">msg_id</span><span class="p">):</span>
+</span><span id="MessageBatch.with_message_id-246"><a href="#MessageBatch.with_message_id-246"><span class="linenos">246</span></a>        <span class="k">if</span> <span class="ow">not</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">msg_id</span><span class="p">,</span> <span class="n">_pulsar</span><span class="o">.</span><span class="n">MessageId</span><span class="p">):</span>
+</span><span id="MessageBatch.with_message_id-247"><a href="#MessageBatch.with_message_id-247"><span class="linenos">247</span></a>            <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">msg_id</span><span class="p">,</span> <span class="n">MessageId</span><span class="p">):</span>
+</span><span id="MessageBatch.with_message_id-248"><a href="#MessageBatch.with_message_id-248"><span class="linenos">248</span></a>                <span class="n">msg_id</span> <span class="o">=</span> <span class="n">msg_id</span><span class="o">.</span><span class="n">_msg_id</span>
+</span><span id="MessageBatch.with_message_id-249"><a href="#MessageBatch.with_message_id-249"><span class="linenos">249</span></a>            <span class="k">else</span><span class="p">:</span>
+</span><span id="MessageBatch.with_message_id-250"><a href="#MessageBatch.with_message_id-250"><span class="linenos">250</span></a>                <span class="k">raise</span> <span class="ne">TypeError</span><span class="p">(</span><span class="s2">&quot;unknown message id type&quot;</span><span class="p">)</span>
+</span><span id="MessageBatch.with_message_id-251"><a href="#MessageBatch.with_message_id-251"><span class="linenos">251</span></a>        <span class="bp">self</span><span class="o">.</span><span class="n">_msg_batch</span><span class="o">.</span><span class="n">with_message_id</span><span class="p">(</span><span class="n">msg_id</span><span class="p">)</span>
+</span><span id="MessageBatch.with_message_id-252"><a href="#MessageBatch.with_message_id-252"><span class="linenos">252</span></a>        <span class="k">return</span> <span class="bp">self</span>
+</span></pre></div>
+
+
+    
+
+                            </div>
+                            <div id="MessageBatch.parse_from" class="classattr">
+                                        <input id="MessageBatch.parse_from-view-source" class="view-source-toggle-state" type="checkbox" aria-hidden="true" tabindex="-1">
+<div class="attr function">
+            
+        <span class="def">def</span>
+        <span class="name">parse_from</span><span class="signature pdoc-code condensed">(<span class="param"><span class="bp">self</span>, </span><span class="param"><span class="n">data</span>, </span><span class="param"><span class="n">size</span></span>)</span>
+
+                <label class="view-source-button" for="MessageBatch.parse_from-view-source"><span>View Source</span></label>
+
+    </div>
+    <a class="headerlink" href="#MessageBatch.parse_from"></a>
+            <div class="pdoc-code codehilite"><pre><span></span><span id="MessageBatch.parse_from-254"><a href="#MessageBatch.parse_from-254"><span class="linenos">254</span></a>    <span class="k">def</span> <span class="nf">parse_from</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">data</span><span class="p">,</span> <span class="n">size</span><span class="p">):</span>
+</span><span id="MessageBatch.parse_from-255"><a href="#MessageBatch.parse_from-255"><span class="linenos">255</span></a>        <span class="bp">self</span><span class="o">.</span><span class="n">_msg_batch</span><span class="o">.</span><span class="n">parse_from</span><span class="p">(</span><span class="n">data</span><span class="p">,</span> <span class="n">size</span><span class="p">)</span>
+</span><span id="MessageBatch.parse_from-256"><a href="#MessageBatch.parse_from-256"><span class="linenos">256</span></a>        <span class="n">_msgs</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_msg_batch</span><span class="o">.</span><span class="n">messages</span><span class="p">()</span>
+</span><span id="MessageBatch.parse_from-257"><a href="#MessageBatch.parse_from-257"><span class="linenos">257</span></a>        <span class="k">return</span> <span class="nb">list</span><span class="p">(</span><span class="nb">map</span><span class="p">(</span><span class="n">Message</span><span class="o">.</span><span class="n">_wrap</span><span class="p">,</span> <span class="n">_msgs</span><span class="p">))</span>
+</span></pre></div>
+
+
+    
+
+                            </div>
+                </section>
+                <section id="Authentication">
+                            <input id="Authentication-view-source" class="view-source-toggle-state" type="checkbox" aria-hidden="true" tabindex="-1">
+<div class="attr class">
+            
+    <span class="def">class</span>
+    <span class="name">Authentication</span>:
+
+                <label class="view-source-button" for="Authentication-view-source"><span>View Source</span></label>
+
+    </div>
+    <a class="headerlink" href="#Authentication"></a>
+            <div class="pdoc-code codehilite"><pre><span></span><span id="Authentication-260"><a href="#Authentication-260"><span class="linenos">260</span></a><span class="k">class</span> <span class="nc">Authentication</span><span class="p">:</span>
+</span><span id="Authentication-261"><a href="#Authentication-261"><span class="linenos">261</span></a>    <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="Authentication-262"><a href="#Authentication-262"><span class="linenos">262</span></a><span class="sd">    Authentication provider object. Used to load authentication from an external</span>
+</span><span id="Authentication-263"><a href="#Authentication-263"><span class="linenos">263</span></a><span class="sd">    shared library.</span>
+</span><span id="Authentication-264"><a href="#Authentication-264"><span class="linenos">264</span></a><span class="sd">    &quot;&quot;&quot;</span>
+</span><span id="Authentication-265"><a href="#Authentication-265"><span class="linenos">265</span></a>    <span class="k">def</span> <span class="fm">__init__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">dynamicLibPath</span><span class="p">,</span> <span class="n">authParamsString</span><span class="p">):</span>
+</span><span id="Authentication-266"><a href="#Authentication-266"><span class="linenos">266</span></a>        <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="Authentication-267"><a href="#Authentication-267"><span class="linenos">267</span></a><span class="sd">        Create the authentication provider instance.</span>
+</span><span id="Authentication-268"><a href="#Authentication-268"><span class="linenos">268</span></a>
+</span><span id="Authentication-269"><a href="#Authentication-269"><span class="linenos">269</span></a><span class="sd">        **Args**</span>
+</span><span id="Authentication-270"><a href="#Authentication-270"><span class="linenos">270</span></a>
+</span><span id="Authentication-271"><a href="#Authentication-271"><span class="linenos">271</span></a><span class="sd">        * `dynamicLibPath`: Path to the authentication provider shared library</span>
+</span><span id="Authentication-272"><a href="#Authentication-272"><span class="linenos">272</span></a><span class="sd">          (such as `tls.so`)</span>
+</span><span id="Authentication-273"><a href="#Authentication-273"><span class="linenos">273</span></a><span class="sd">        * `authParamsString`: Comma-separated list of provider-specific</span>
+</span><span id="Authentication-274"><a href="#Authentication-274"><span class="linenos">274</span></a><span class="sd">          configuration params</span>
+</span><span id="Authentication-275"><a href="#Authentication-275"><span class="linenos">275</span></a><span class="sd">        &quot;&quot;&quot;</span>
+</span><span id="Authentication-276"><a href="#Authentication-276"><span class="linenos">276</span></a>        <span class="n">_check_type</span><span class="p">(</span><span class="nb">str</span><span class="p">,</span> <span class="n">dynamicLibPath</span><span class="p">,</span> <span class="s1">&#39;dynamicLibPath&#39;</span><span class="p">)</span>
+</span><span id="Authentication-277"><a href="#Authentication-277"><span class="linenos">277</span></a>        <span class="n">_check_type</span><span class="p">(</span><span class="nb">str</span><span class="p">,</span> <span class="n">authParamsString</span><span class="p">,</span> <span class="s1">&#39;authParamsString&#39;</span><span class="p">)</span>
+</span><span id="Authentication-278"><a href="#Authentication-278"><span class="linenos">278</span></a>        <span class="bp">self</span><span class="o">.</span><span class="n">auth</span> <span class="o">=</span> <span class="n">_pulsar</span><span class="o">.</span><span class="n">Authentication</span><span class="p">(</span><span class="n">dynamicLibPath</span><span class="p">,</span> <span class="n">authParamsString</span><span class="p">)</span>
+</span></pre></div>
+
+
+            <div class="docstring"><p>Authentication provider object. Used to load authentication from an external
+shared library.</p>
+</div>
+
+
+                            <div id="Authentication.__init__" class="classattr">
+                                        <input id="Authentication.__init__-view-source" class="view-source-toggle-state" type="checkbox" aria-hidden="true" tabindex="-1">
+<div class="attr function">
+            
+        <span class="name">Authentication</span><span class="signature pdoc-code condensed">(<span class="param"><span class="n">dynamicLibPath</span>, </span><span class="param"><span class="n">authParamsString</span></span>)</span>
+
+                <label class="view-source-button" for="Authentication.__init__-view-source"><span>View Source</span></label>
+
+    </div>
+    <a class="headerlink" href="#Authentication.__init__"></a>
+            <div class="pdoc-code codehilite"><pre><span></span><span id="Authentication.__init__-265"><a href="#Authentication.__init__-265"><span class="linenos">265</span></a>    <span class="k">def</span> <span class="fm">__init__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">dynamicLibPath</span><span class="p">,</span> <span class="n">authParamsString</span><span class="p">):</span>
+</span><span id="Authentication.__init__-266"><a href="#Authentication.__init__-266"><span class="linenos">266</span></a>        <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="Authentication.__init__-267"><a href="#Authentication.__init__-267"><span class="linenos">267</span></a><span class="sd">        Create the authentication provider instance.</span>
+</span><span id="Authentication.__init__-268"><a href="#Authentication.__init__-268"><span class="linenos">268</span></a>
+</span><span id="Authentication.__init__-269"><a href="#Authentication.__init__-269"><span class="linenos">269</span></a><span class="sd">        **Args**</span>
+</span><span id="Authentication.__init__-270"><a href="#Authentication.__init__-270"><span class="linenos">270</span></a>
+</span><span id="Authentication.__init__-271"><a href="#Authentication.__init__-271"><span class="linenos">271</span></a><span class="sd">        * `dynamicLibPath`: Path to the authentication provider shared library</span>
+</span><span id="Authentication.__init__-272"><a href="#Authentication.__init__-272"><span class="linenos">272</span></a><span class="sd">          (such as `tls.so`)</span>
+</span><span id="Authentication.__init__-273"><a href="#Authentication.__init__-273"><span class="linenos">273</span></a><span class="sd">        * `authParamsString`: Comma-separated list of provider-specific</span>
+</span><span id="Authentication.__init__-274"><a href="#Authentication.__init__-274"><span class="linenos">274</span></a><span class="sd">          configuration params</span>
+</span><span id="Authentication.__init__-275"><a href="#Authentication.__init__-275"><span class="linenos">275</span></a><span class="sd">        &quot;&quot;&quot;</span>
+</span><span id="Authentication.__init__-276"><a href="#Authentication.__init__-276"><span class="linenos">276</span></a>        <span class="n">_check_type</span><span class="p">(</span><span class="nb">str</span><span class="p">,</span> <span class="n">dynamicLibPath</span><span class="p">,</span> <span class="s1">&#39;dynamicLibPath&#39;</span><span class="p">)</span>
+</span><span id="Authentication.__init__-277"><a href="#Authentication.__init__-277"><span class="linenos">277</span></a>        <span class="n">_check_type</span><span class="p">(</span><span class="nb">str</span><span class="p">,</span> <span class="n">authParamsString</span><span class="p">,</span> <span class="s1">&#39;authParamsString&#39;</span><span class="p">)</span>
+</span><span id="Authentication.__init__-278"><a href="#Authentication.__init__-278"><span class="linenos">278</span></a>        <span class="bp">self</span><span class="o">.</span><span class="n">auth</span> <span class="o">=</span> <span class="n">_pulsar</span><span class="o">.</span><span class="n">Authentication</span><span class="p">(</span><span class="n">dynamicLibPath</span><span class="p">,</span> <span class="n">authParamsString</span><span class="p">)</span>
+</span></pre></div>
+
+
+            <div class="docstring"><p>Create the authentication provider instance.</p>
+
+<p><strong>Args</strong></p>
+
+<ul>
+<li><code>dynamicLibPath</code>: Path to the authentication provider shared library
+(such as <code>tls.so</code>)</li>
+<li><code>authParamsString</code>: Comma-separated list of provider-specific
+configuration params</li>
+</ul>
+</div>
+
+
+                            </div>
+                </section>
+                <section id="AuthenticationTLS">
+                            <input id="AuthenticationTLS-view-source" class="view-source-toggle-state" type="checkbox" aria-hidden="true" tabindex="-1">
+<div class="attr class">
+            
+    <span class="def">class</span>
+    <span class="name">AuthenticationTLS</span><wbr>(<span class="base"><a href="#Authentication">Authentication</a></span>):
+
+                <label class="view-source-button" for="AuthenticationTLS-view-source"><span>View Source</span></label>
+
+    </div>
+    <a class="headerlink" href="#AuthenticationTLS"></a>
+            <div class="pdoc-code codehilite"><pre><span></span><span id="AuthenticationTLS-281"><a href="#AuthenticationTLS-281"><span class="linenos">281</span></a><span class="k">class</span> <span class="nc">AuthenticationTLS</span><span class="p">(</span><span class="n">Authentication</span><span class="p">):</span>
+</span><span id="AuthenticationTLS-282"><a href="#AuthenticationTLS-282"><span class="linenos">282</span></a>    <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="AuthenticationTLS-283"><a href="#AuthenticationTLS-283"><span class="linenos">283</span></a><span class="sd">    TLS Authentication implementation</span>
+</span><span id="AuthenticationTLS-284"><a href="#AuthenticationTLS-284"><span class="linenos">284</span></a><span class="sd">    &quot;&quot;&quot;</span>
+</span><span id="AuthenticationTLS-285"><a href="#AuthenticationTLS-285"><span class="linenos">285</span></a>    <span class="k">def</span> <span class="fm">__init__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">certificate_path</span><span class="p">,</span> <span class="n">private_key_path</span><span class="p">):</span>
+</span><span id="AuthenticationTLS-286"><a href="#AuthenticationTLS-286"><span class="linenos">286</span></a>        <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="AuthenticationTLS-287"><a href="#AuthenticationTLS-287"><span class="linenos">287</span></a><span class="sd">        Create the TLS authentication provider instance.</span>
+</span><span id="AuthenticationTLS-288"><a href="#AuthenticationTLS-288"><span class="linenos">288</span></a>
+</span><span id="AuthenticationTLS-289"><a href="#AuthenticationTLS-289"><span class="linenos">289</span></a><span class="sd">        **Args**</span>
+</span><span id="AuthenticationTLS-290"><a href="#AuthenticationTLS-290"><span class="linenos">290</span></a>
+</span><span id="AuthenticationTLS-291"><a href="#AuthenticationTLS-291"><span class="linenos">291</span></a><span class="sd">        * `certificatePath`: Path to the public certificate</span>
+</span><span id="AuthenticationTLS-292"><a href="#AuthenticationTLS-292"><span class="linenos">292</span></a><span class="sd">        * `privateKeyPath`: Path to private TLS key</span>
+</span><span id="AuthenticationTLS-293"><a href="#AuthenticationTLS-293"><span class="linenos">293</span></a><span class="sd">        &quot;&quot;&quot;</span>
+</span><span id="AuthenticationTLS-294"><a href="#AuthenticationTLS-294"><span class="linenos">294</span></a>        <span class="n">_check_type</span><span class="p">(</span><span class="nb">str</span><span class="p">,</span> <span class="n">certificate_path</span><span class="p">,</span> <span class="s1">&#39;certificate_path&#39;</span><span class="p">)</span>
+</span><span id="AuthenticationTLS-295"><a href="#AuthenticationTLS-295"><span class="linenos">295</span></a>        <span class="n">_check_type</span><span class="p">(</span><span class="nb">str</span><span class="p">,</span> <span class="n">private_key_path</span><span class="p">,</span> <span class="s1">&#39;private_key_path&#39;</span><span class="p">)</span>
+</span><span id="AuthenticationTLS-296"><a href="#AuthenticationTLS-296"><span class="linenos">296</span></a>        <span class="bp">self</span><span class="o">.</span><span class="n">auth</span> <span class="o">=</span> <span class="n">_pulsar</span><span class="o">.</span><span class="n">AuthenticationTLS</span><span class="p">(</span><span class="n">certificate_path</span><span class="p">,</span> <span class="n">private_key_path</span><span class="p">)</span>
+</span></pre></div>
+
+
+            <div class="docstring"><p>TLS Authentication implementation</p>
+</div>
+
+
+                            <div id="AuthenticationTLS.__init__" class="classattr">
+                                        <input id="AuthenticationTLS.__init__-view-source" class="view-source-toggle-state" type="checkbox" aria-hidden="true" tabindex="-1">
+<div class="attr function">
+            
+        <span class="name">AuthenticationTLS</span><span class="signature pdoc-code condensed">(<span class="param"><span class="n">certificate_path</span>, </span><span class="param"><span class="n">private_key_path</span></span>)</span>
+
+                <label class="view-source-button" for="AuthenticationTLS.__init__-view-source"><span>View Source</span></label>
+
+    </div>
+    <a class="headerlink" href="#AuthenticationTLS.__init__"></a>
+            <div class="pdoc-code codehilite"><pre><span></span><span id="AuthenticationTLS.__init__-285"><a href="#AuthenticationTLS.__init__-285"><span class="linenos">285</span></a>    <span class="k">def</span> <span class="fm">__init__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">certificate_path</span><span class="p">,</span> <span class="n">private_key_path</span><span class="p">):</span>
+</span><span id="AuthenticationTLS.__init__-286"><a href="#AuthenticationTLS.__init__-286"><span class="linenos">286</span></a>        <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="AuthenticationTLS.__init__-287"><a href="#AuthenticationTLS.__init__-287"><span class="linenos">287</span></a><span class="sd">        Create the TLS authentication provider instance.</span>
+</span><span id="AuthenticationTLS.__init__-288"><a href="#AuthenticationTLS.__init__-288"><span class="linenos">288</span></a>
+</span><span id="AuthenticationTLS.__init__-289"><a href="#AuthenticationTLS.__init__-289"><span class="linenos">289</span></a><span class="sd">        **Args**</span>
+</span><span id="AuthenticationTLS.__init__-290"><a href="#AuthenticationTLS.__init__-290"><span class="linenos">290</span></a>
+</span><span id="AuthenticationTLS.__init__-291"><a href="#AuthenticationTLS.__init__-291"><span class="linenos">291</span></a><span class="sd">        * `certificatePath`: Path to the public certificate</span>
+</span><span id="AuthenticationTLS.__init__-292"><a href="#AuthenticationTLS.__init__-292"><span class="linenos">292</span></a><span class="sd">        * `privateKeyPath`: Path to private TLS key</span>
+</span><span id="AuthenticationTLS.__init__-293"><a href="#AuthenticationTLS.__init__-293"><span class="linenos">293</span></a><span class="sd">        &quot;&quot;&quot;</span>
+</span><span id="AuthenticationTLS.__init__-294"><a href="#AuthenticationTLS.__init__-294"><span class="linenos">294</span></a>        <span class="n">_check_type</span><span class="p">(</span><span class="nb">str</span><span class="p">,</span> <span class="n">certificate_path</span><span class="p">,</span> <span class="s1">&#39;certificate_path&#39;</span><span class="p">)</span>
+</span><span id="AuthenticationTLS.__init__-295"><a href="#AuthenticationTLS.__init__-295"><span class="linenos">295</span></a>        <span class="n">_check_type</span><span class="p">(</span><span class="nb">str</span><span class="p">,</span> <span class="n">private_key_path</span><span class="p">,</span> <span class="s1">&#39;private_key_path&#39;</span><span class="p">)</span>
+</span><span id="AuthenticationTLS.__init__-296"><a href="#AuthenticationTLS.__init__-296"><span class="linenos">296</span></a>        <span class="bp">self</span><span class="o">.</span><span class="n">auth</span> <span class="o">=</span> <span class="n">_pulsar</span><span class="o">.</span><span class="n">AuthenticationTLS</span><span class="p">(</span><span class="n">certificate_path</span><span class="p">,</span> <span class="n">private_key_path</span><span class="p">)</span>
+</span></pre></div>
+
+
+            <div class="docstring"><p>Create the TLS authentication provider instance.</p>
+
+<p><strong>Args</strong></p>
+
+<ul>
+<li><code>certificatePath</code>: Path to the public certificate</li>
+<li><code>privateKeyPath</code>: Path to private TLS key</li>
+</ul>
+</div>
+
+
+                            </div>
+                </section>
+                <section id="AuthenticationToken">
+                            <input id="AuthenticationToken-view-source" class="view-source-toggle-state" type="checkbox" aria-hidden="true" tabindex="-1">
+<div class="attr class">
+            
+    <span class="def">class</span>
+    <span class="name">AuthenticationToken</span><wbr>(<span class="base"><a href="#Authentication">Authentication</a></span>):
+
+                <label class="view-source-button" for="AuthenticationToken-view-source"><span>View Source</span></label>
+
+    </div>
+    <a class="headerlink" href="#AuthenticationToken"></a>
+            <div class="pdoc-code codehilite"><pre><span></span><span id="AuthenticationToken-299"><a href="#AuthenticationToken-299"><span class="linenos">299</span></a><span class="k">class</span> <span class="nc">AuthenticationToken</span><span class="p">(</span><span class="n">Authentication</span><span class="p">):</span>
+</span><span id="AuthenticationToken-300"><a href="#AuthenticationToken-300"><span class="linenos">300</span></a>    <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="AuthenticationToken-301"><a href="#AuthenticationToken-301"><span class="linenos">301</span></a><span class="sd">    Token based authentication implementation</span>
+</span><span id="AuthenticationToken-302"><a href="#AuthenticationToken-302"><span class="linenos">302</span></a><span class="sd">    &quot;&quot;&quot;</span>
+</span><span id="AuthenticationToken-303"><a href="#AuthenticationToken-303"><span class="linenos">303</span></a>    <span class="k">def</span> <span class="fm">__init__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">token</span><span class="p">):</span>
+</span><span id="AuthenticationToken-304"><a href="#AuthenticationToken-304"><span class="linenos">304</span></a>        <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="AuthenticationToken-305"><a href="#AuthenticationToken-305"><span class="linenos">305</span></a><span class="sd">        Create the token authentication provider instance.</span>
+</span><span id="AuthenticationToken-306"><a href="#AuthenticationToken-306"><span class="linenos">306</span></a>
+</span><span id="AuthenticationToken-307"><a href="#AuthenticationToken-307"><span class="linenos">307</span></a><span class="sd">        **Args**</span>
+</span><span id="AuthenticationToken-308"><a href="#AuthenticationToken-308"><span class="linenos">308</span></a>
+</span><span id="AuthenticationToken-309"><a href="#AuthenticationToken-309"><span class="linenos">309</span></a><span class="sd">        * `token`: A string containing the token or a functions that provides a</span>
+</span><span id="AuthenticationToken-310"><a href="#AuthenticationToken-310"><span class="linenos">310</span></a><span class="sd">                   string with the token</span>
+</span><span id="AuthenticationToken-311"><a href="#AuthenticationToken-311"><span class="linenos">311</span></a><span class="sd">        &quot;&quot;&quot;</span>
+</span><span id="AuthenticationToken-312"><a href="#AuthenticationToken-312"><span class="linenos">312</span></a>        <span class="k">if</span> <span class="ow">not</span> <span class="p">(</span><span class="nb">isinstance</span><span class="p">(</span><span class="n">token</span><span class="p">,</span> <span class="nb">str</span><span class="p">)</span> <span class="ow">or</span> <span class="n">callable</span><span class="p">(</span><span class="n">token</span><span class="p">)):</span>
+</span><span id="AuthenticationToken-313"><a href="#AuthenticationToken-313"><span class="linenos">313</span></a>            <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span><span class="s2">&quot;Argument token is expected to be of type &#39;str&#39; or a function returning &#39;str&#39;&quot;</span><span class="p">)</span>
+</span><span id="AuthenticationToken-314"><a href="#AuthenticationToken-314"><span class="linenos">314</span></a>        <span class="bp">self</span><span class="o">.</span><span class="n">auth</span> <span class="o">=</span> <span class="n">_pulsar</span><span class="o">.</span><span class="n">AuthenticationToken</span><span class="p">(</span><span class="n">token</span><span class="p">)</span>
+</span></pre></div>
+
+
+            <div class="docstring"><p>Token based authentication implementation</p>
+</div>
+
+
+                            <div id="AuthenticationToken.__init__" class="classattr">
+                                        <input id="AuthenticationToken.__init__-view-source" class="view-source-toggle-state" type="checkbox" aria-hidden="true" tabindex="-1">
+<div class="attr function">
+            
+        <span class="name">AuthenticationToken</span><span class="signature pdoc-code condensed">(<span class="param"><span class="n">token</span></span>)</span>
+
+                <label class="view-source-button" for="AuthenticationToken.__init__-view-source"><span>View Source</span></label>
+
+    </div>
+    <a class="headerlink" href="#AuthenticationToken.__init__"></a>
+            <div class="pdoc-code codehilite"><pre><span></span><span id="AuthenticationToken.__init__-303"><a href="#AuthenticationToken.__init__-303"><span class="linenos">303</span></a>    <span class="k">def</span> <span class="fm">__init__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">token</span><span class="p">):</span>
+</span><span id="AuthenticationToken.__init__-304"><a href="#AuthenticationToken.__init__-304"><span class="linenos">304</span></a>        <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="AuthenticationToken.__init__-305"><a href="#AuthenticationToken.__init__-305"><span class="linenos">305</span></a><span class="sd">        Create the token authentication provider instance.</span>
+</span><span id="AuthenticationToken.__init__-306"><a href="#AuthenticationToken.__init__-306"><span class="linenos">306</span></a>
+</span><span id="AuthenticationToken.__init__-307"><a href="#AuthenticationToken.__init__-307"><span class="linenos">307</span></a><span class="sd">        **Args**</span>
+</span><span id="AuthenticationToken.__init__-308"><a href="#AuthenticationToken.__init__-308"><span class="linenos">308</span></a>
+</span><span id="AuthenticationToken.__init__-309"><a href="#AuthenticationToken.__init__-309"><span class="linenos">309</span></a><span class="sd">        * `token`: A string containing the token or a functions that provides a</span>
+</span><span id="AuthenticationToken.__init__-310"><a href="#AuthenticationToken.__init__-310"><span class="linenos">310</span></a><span class="sd">                   string with the token</span>
+</span><span id="AuthenticationToken.__init__-311"><a href="#AuthenticationToken.__init__-311"><span class="linenos">311</span></a><span class="sd">        &quot;&quot;&quot;</span>
+</span><span id="AuthenticationToken.__init__-312"><a href="#AuthenticationToken.__init__-312"><span class="linenos">312</span></a>        <span class="k">if</span> <span class="ow">not</span> <span class="p">(</span><span class="nb">isinstance</span><span class="p">(</span><span class="n">token</span><span class="p">,</span> <span class="nb">str</span><span class="p">)</span> <span class="ow">or</span> <span class="n">callable</span><span class="p">(</span><span class="n">token</span><s [...]
+</span><span id="AuthenticationToken.__init__-313"><a href="#AuthenticationToken.__init__-313"><span class="linenos">313</span></a>            <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span><span class="s2">&quot;Argument token is expected to be of type &#39;str&#39; or a function returning &#39;str&#39;&quot;</span><span class="p">)</span>
+</span><span id="AuthenticationToken.__init__-314"><a href="#AuthenticationToken.__init__-314"><span class="linenos">314</span></a>        <span class="bp">self</span><span class="o">.</span><span class="n">auth</span> <span class="o">=</span> <span class="n">_pulsar</span><span class="o">.</span><span class="n">AuthenticationToken</span><span class="p">(</span><span class="n">token</span><span class="p">)</span>
+</span></pre></div>
+
+
+            <div class="docstring"><p>Create the token authentication provider instance.</p>
+
+<p><strong>Args</strong></p>
+
+<ul>
+<li><code>token</code>: A string containing the token or a functions that provides a
+       string with the token</li>
+</ul>
+</div>
+
+
+                            </div>
+                </section>
+                <section id="AuthenticationAthenz">
+                            <input id="AuthenticationAthenz-view-source" class="view-source-toggle-state" type="checkbox" aria-hidden="true" tabindex="-1">
+<div class="attr class">
+            
+    <span class="def">class</span>
+    <span class="name">AuthenticationAthenz</span><wbr>(<span class="base"><a href="#Authentication">Authentication</a></span>):
+
+                <label class="view-source-button" for="AuthenticationAthenz-view-source"><span>View Source</span></label>
+
+    </div>
+    <a class="headerlink" href="#AuthenticationAthenz"></a>
+            <div class="pdoc-code codehilite"><pre><span></span><span id="AuthenticationAthenz-317"><a href="#AuthenticationAthenz-317"><span class="linenos">317</span></a><span class="k">class</span> <span class="nc">AuthenticationAthenz</span><span class="p">(</span><span class="n">Authentication</span><span class="p">):</span>
+</span><span id="AuthenticationAthenz-318"><a href="#AuthenticationAthenz-318"><span class="linenos">318</span></a>    <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="AuthenticationAthenz-319"><a href="#AuthenticationAthenz-319"><span class="linenos">319</span></a><span class="sd">    Athenz Authentication implementation</span>
+</span><span id="AuthenticationAthenz-320"><a href="#AuthenticationAthenz-320"><span class="linenos">320</span></a><span class="sd">    &quot;&quot;&quot;</span>
+</span><span id="AuthenticationAthenz-321"><a href="#AuthenticationAthenz-321"><span class="linenos">321</span></a>    <span class="k">def</span> <span class="fm">__init__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">auth_params_string</span><span class="p">):</span>
+</span><span id="AuthenticationAthenz-322"><a href="#AuthenticationAthenz-322"><span class="linenos">322</span></a>        <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="AuthenticationAthenz-323"><a href="#AuthenticationAthenz-323"><span class="linenos">323</span></a><span class="sd">        Create the Athenz authentication provider instance.</span>
+</span><span id="AuthenticationAthenz-324"><a href="#AuthenticationAthenz-324"><span class="linenos">324</span></a>
+</span><span id="AuthenticationAthenz-325"><a href="#AuthenticationAthenz-325"><span class="linenos">325</span></a><span class="sd">        **Args**</span>
+</span><span id="AuthenticationAthenz-326"><a href="#AuthenticationAthenz-326"><span class="linenos">326</span></a>
+</span><span id="AuthenticationAthenz-327"><a href="#AuthenticationAthenz-327"><span class="linenos">327</span></a><span class="sd">        * `auth_params_string`: JSON encoded configuration for Athenz client</span>
+</span><span id="AuthenticationAthenz-328"><a href="#AuthenticationAthenz-328"><span class="linenos">328</span></a><span class="sd">        &quot;&quot;&quot;</span>
+</span><span id="AuthenticationAthenz-329"><a href="#AuthenticationAthenz-329"><span class="linenos">329</span></a>        <span class="n">_check_type</span><span class="p">(</span><span class="nb">str</span><span class="p">,</span> <span class="n">auth_params_string</span><span class="p">,</span> <span class="s1">&#39;auth_params_string&#39;</span><span class="p">)</span>
+</span><span id="AuthenticationAthenz-330"><a href="#AuthenticationAthenz-330"><span class="linenos">330</span></a>        <span class="bp">self</span><span class="o">.</span><span class="n">auth</span> <span class="o">=</span> <span class="n">_pulsar</span><span class="o">.</span><span class="n">AuthenticationAthenz</span><span class="p">(</span><span class="n">auth_params_string</span><span class="p">)</span>
+</span></pre></div>
+
+
+            <div class="docstring"><p>Athenz Authentication implementation</p>
+</div>
+
+
+                            <div id="AuthenticationAthenz.__init__" class="classattr">
+                                        <input id="AuthenticationAthenz.__init__-view-source" class="view-source-toggle-state" type="checkbox" aria-hidden="true" tabindex="-1">
+<div class="attr function">
+            
+        <span class="name">AuthenticationAthenz</span><span class="signature pdoc-code condensed">(<span class="param"><span class="n">auth_params_string</span></span>)</span>
+
+                <label class="view-source-button" for="AuthenticationAthenz.__init__-view-source"><span>View Source</span></label>
+
+    </div>
+    <a class="headerlink" href="#AuthenticationAthenz.__init__"></a>
+            <div class="pdoc-code codehilite"><pre><span></span><span id="AuthenticationAthenz.__init__-321"><a href="#AuthenticationAthenz.__init__-321"><span class="linenos">321</span></a>    <span class="k">def</span> <span class="fm">__init__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">auth_params_string</span><span class="p">):</span>
+</span><span id="AuthenticationAthenz.__init__-322"><a href="#AuthenticationAthenz.__init__-322"><span class="linenos">322</span></a>        <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="AuthenticationAthenz.__init__-323"><a href="#AuthenticationAthenz.__init__-323"><span class="linenos">323</span></a><span class="sd">        Create the Athenz authentication provider instance.</span>
+</span><span id="AuthenticationAthenz.__init__-324"><a href="#AuthenticationAthenz.__init__-324"><span class="linenos">324</span></a>
+</span><span id="AuthenticationAthenz.__init__-325"><a href="#AuthenticationAthenz.__init__-325"><span class="linenos">325</span></a><span class="sd">        **Args**</span>
+</span><span id="AuthenticationAthenz.__init__-326"><a href="#AuthenticationAthenz.__init__-326"><span class="linenos">326</span></a>
+</span><span id="AuthenticationAthenz.__init__-327"><a href="#AuthenticationAthenz.__init__-327"><span class="linenos">327</span></a><span class="sd">        * `auth_params_string`: JSON encoded configuration for Athenz client</span>
+</span><span id="AuthenticationAthenz.__init__-328"><a href="#AuthenticationAthenz.__init__-328"><span class="linenos">328</span></a><span class="sd">        &quot;&quot;&quot;</span>
+</span><span id="AuthenticationAthenz.__init__-329"><a href="#AuthenticationAthenz.__init__-329"><span class="linenos">329</span></a>        <span class="n">_check_type</span><span class="p">(</span><span class="nb">str</span><span class="p">,</span> <span class="n">auth_params_string</span><span class="p">,</span> <span class="s1">&#39;auth_params_string&#39;</span><span class="p">)</span>
+</span><span id="AuthenticationAthenz.__init__-330"><a href="#AuthenticationAthenz.__init__-330"><span class="linenos">330</span></a>        <span class="bp">self</span><span class="o">.</span><span class="n">auth</span> <span class="o">=</span> <span class="n">_pulsar</span><span class="o">.</span><span class="n">AuthenticationAthenz</span><span class="p">(</span><span class="n">auth_params_string</span><span class="p">)</span>
+</span></pre></div>
+
+
+            <div class="docstring"><p>Create the Athenz authentication provider instance.</p>
+
+<p><strong>Args</strong></p>
+
+<ul>
+<li><code>auth_params_string</code>: JSON encoded configuration for Athenz client</li>
+</ul>
+</div>
+
+
+                            </div>
+                </section>
+                <section id="AuthenticationOauth2">
+                            <input id="AuthenticationOauth2-view-source" class="view-source-toggle-state" type="checkbox" aria-hidden="true" tabindex="-1">
+<div class="attr class">
+            
+    <span class="def">class</span>
+    <span class="name">AuthenticationOauth2</span><wbr>(<span class="base"><a href="#Authentication">Authentication</a></span>):
+
+                <label class="view-source-button" for="AuthenticationOauth2-view-source"><span>View Source</span></label>
+
+    </div>
+    <a class="headerlink" href="#AuthenticationOauth2"></a>
+            <div class="pdoc-code codehilite"><pre><span></span><span id="AuthenticationOauth2-332"><a href="#AuthenticationOauth2-332"><span class="linenos">332</span></a><span class="k">class</span> <span class="nc">AuthenticationOauth2</span><span class="p">(</span><span class="n">Authentication</span><span class="p">):</span>
+</span><span id="AuthenticationOauth2-333"><a href="#AuthenticationOauth2-333"><span class="linenos">333</span></a>    <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="AuthenticationOauth2-334"><a href="#AuthenticationOauth2-334"><span class="linenos">334</span></a><span class="sd">    Oauth2 Authentication implementation</span>
+</span><span id="AuthenticationOauth2-335"><a href="#AuthenticationOauth2-335"><span class="linenos">335</span></a><span class="sd">    &quot;&quot;&quot;</span>
+</span><span id="AuthenticationOauth2-336"><a href="#AuthenticationOauth2-336"><span class="linenos">336</span></a>    <span class="k">def</span> <span class="fm">__init__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">auth_params_string</span><span class="p">):</span>
+</span><span id="AuthenticationOauth2-337"><a href="#AuthenticationOauth2-337"><span class="linenos">337</span></a>        <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="AuthenticationOauth2-338"><a href="#AuthenticationOauth2-338"><span class="linenos">338</span></a><span class="sd">        Create the Oauth2 authentication provider instance.</span>
+</span><span id="AuthenticationOauth2-339"><a href="#AuthenticationOauth2-339"><span class="linenos">339</span></a>
+</span><span id="AuthenticationOauth2-340"><a href="#AuthenticationOauth2-340"><span class="linenos">340</span></a><span class="sd">        **Args**</span>
+</span><span id="AuthenticationOauth2-341"><a href="#AuthenticationOauth2-341"><span class="linenos">341</span></a>
+</span><span id="AuthenticationOauth2-342"><a href="#AuthenticationOauth2-342"><span class="linenos">342</span></a><span class="sd">        * `auth_params_string`: JSON encoded configuration for Oauth2 client</span>
+</span><span id="AuthenticationOauth2-343"><a href="#AuthenticationOauth2-343"><span class="linenos">343</span></a><span class="sd">        &quot;&quot;&quot;</span>
+</span><span id="AuthenticationOauth2-344"><a href="#AuthenticationOauth2-344"><span class="linenos">344</span></a>        <span class="n">_check_type</span><span class="p">(</span><span class="nb">str</span><span class="p">,</span> <span class="n">auth_params_string</span><span class="p">,</span> <span class="s1">&#39;auth_params_string&#39;</span><span class="p">)</span>
+</span><span id="AuthenticationOauth2-345"><a href="#AuthenticationOauth2-345"><span class="linenos">345</span></a>        <span class="bp">self</span><span class="o">.</span><span class="n">auth</span> <span class="o">=</span> <span class="n">_pulsar</span><span class="o">.</span><span class="n">AuthenticationOauth2</span><span class="p">(</span><span class="n">auth_params_string</span><span class="p">)</span>
+</span></pre></div>
+
+
+            <div class="docstring"><p>Oauth2 Authentication implementation</p>
+</div>
+
+
+                            <div id="AuthenticationOauth2.__init__" class="classattr">
+                                        <input id="AuthenticationOauth2.__init__-view-source" class="view-source-toggle-state" type="checkbox" aria-hidden="true" tabindex="-1">
+<div class="attr function">
+            
+        <span class="name">AuthenticationOauth2</span><span class="signature pdoc-code condensed">(<span class="param"><span class="n">auth_params_string</span></span>)</span>
+
+                <label class="view-source-button" for="AuthenticationOauth2.__init__-view-source"><span>View Source</span></label>
+
+    </div>
+    <a class="headerlink" href="#AuthenticationOauth2.__init__"></a>
+            <div class="pdoc-code codehilite"><pre><span></span><span id="AuthenticationOauth2.__init__-336"><a href="#AuthenticationOauth2.__init__-336"><span class="linenos">336</span></a>    <span class="k">def</span> <span class="fm">__init__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">auth_params_string</span><span class="p">):</span>
+</span><span id="AuthenticationOauth2.__init__-337"><a href="#AuthenticationOauth2.__init__-337"><span class="linenos">337</span></a>        <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="AuthenticationOauth2.__init__-338"><a href="#AuthenticationOauth2.__init__-338"><span class="linenos">338</span></a><span class="sd">        Create the Oauth2 authentication provider instance.</span>
+</span><span id="AuthenticationOauth2.__init__-339"><a href="#AuthenticationOauth2.__init__-339"><span class="linenos">339</span></a>
+</span><span id="AuthenticationOauth2.__init__-340"><a href="#AuthenticationOauth2.__init__-340"><span class="linenos">340</span></a><span class="sd">        **Args**</span>
+</span><span id="AuthenticationOauth2.__init__-341"><a href="#AuthenticationOauth2.__init__-341"><span class="linenos">341</span></a>
+</span><span id="AuthenticationOauth2.__init__-342"><a href="#AuthenticationOauth2.__init__-342"><span class="linenos">342</span></a><span class="sd">        * `auth_params_string`: JSON encoded configuration for Oauth2 client</span>
+</span><span id="AuthenticationOauth2.__init__-343"><a href="#AuthenticationOauth2.__init__-343"><span class="linenos">343</span></a><span class="sd">        &quot;&quot;&quot;</span>
+</span><span id="AuthenticationOauth2.__init__-344"><a href="#AuthenticationOauth2.__init__-344"><span class="linenos">344</span></a>        <span class="n">_check_type</span><span class="p">(</span><span class="nb">str</span><span class="p">,</span> <span class="n">auth_params_string</span><span class="p">,</span> <span class="s1">&#39;auth_params_string&#39;</span><span class="p">)</span>
+</span><span id="AuthenticationOauth2.__init__-345"><a href="#AuthenticationOauth2.__init__-345"><span class="linenos">345</span></a>        <span class="bp">self</span><span class="o">.</span><span class="n">auth</span> <span class="o">=</span> <span class="n">_pulsar</span><span class="o">.</span><span class="n">AuthenticationOauth2</span><span class="p">(</span><span class="n">auth_params_string</span><span class="p">)</span>
+</span></pre></div>
+
+
+            <div class="docstring"><p>Create the Oauth2 authentication provider instance.</p>
+
+<p><strong>Args</strong></p>
+
+<ul>
+<li><code>auth_params_string</code>: JSON encoded configuration for Oauth2 client</li>
+</ul>
+</div>
+
+
+                            </div>
+                </section>
+                <section id="Client">
+                            <input id="Client-view-source" class="view-source-toggle-state" type="checkbox" aria-hidden="true" tabindex="-1">
+<div class="attr class">
+            
+    <span class="def">class</span>
+    <span class="name">Client</span>:
+
+                <label class="view-source-button" for="Client-view-source"><span>View Source</span></label>
+
+    </div>
+    <a class="headerlink" href="#Client"></a>
+            <div class="pdoc-code codehilite"><pre><span></span><span id="Client-347"><a href="#Client-347"><span class="linenos">347</span></a><span class="k">class</span> <span class="nc">Client</span><span class="p">:</span>
+</span><span id="Client-348"><a href="#Client-348"><span class="linenos">348</span></a>    <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="Client-349"><a href="#Client-349"><span class="linenos">349</span></a><span class="sd">    The Pulsar client. A single client instance can be used to create producers</span>
+</span><span id="Client-350"><a href="#Client-350"><span class="linenos">350</span></a><span class="sd">    and consumers on multiple topics.</span>
+</span><span id="Client-351"><a href="#Client-351"><span class="linenos">351</span></a>
+</span><span id="Client-352"><a href="#Client-352"><span class="linenos">352</span></a><span class="sd">    The client will share the same connection pool and threads across all</span>
+</span><span id="Client-353"><a href="#Client-353"><span class="linenos">353</span></a><span class="sd">    producers and consumers.</span>
+</span><span id="Client-354"><a href="#Client-354"><span class="linenos">354</span></a><span class="sd">    &quot;&quot;&quot;</span>
+</span><span id="Client-355"><a href="#Client-355"><span class="linenos">355</span></a>
+</span><span id="Client-356"><a href="#Client-356"><span class="linenos">356</span></a>    <span class="k">def</span> <span class="fm">__init__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">service_url</span><span class="p">,</span>
+</span><span id="Client-357"><a href="#Client-357"><span class="linenos">357</span></a>                 <span class="n">authentication</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+</span><span id="Client-358"><a href="#Client-358"><span class="linenos">358</span></a>                 <span class="n">operation_timeout_seconds</span><span class="o">=</span><span class="mi">30</span><span class="p">,</span>
+</span><span id="Client-359"><a href="#Client-359"><span class="linenos">359</span></a>                 <span class="n">io_threads</span><span class="o">=</span><span class="mi">1</span><span class="p">,</span>
+</span><span id="Client-360"><a href="#Client-360"><span class="linenos">360</span></a>                 <span class="n">message_listener_threads</span><span class="o">=</span><span class="mi">1</span><span class="p">,</span>
+</span><span id="Client-361"><a href="#Client-361"><span class="linenos">361</span></a>                 <span class="n">concurrent_lookup_requests</span><span class="o">=</span><span class="mi">50000</span><span class="p">,</span>
+</span><span id="Client-362"><a href="#Client-362"><span class="linenos">362</span></a>                 <span class="n">log_conf_file_path</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+</span><span id="Client-363"><a href="#Client-363"><span class="linenos">363</span></a>                 <span class="n">use_tls</span><span class="o">=</span><span class="kc">False</span><span class="p">,</span>
+</span><span id="Client-364"><a href="#Client-364"><span class="linenos">364</span></a>                 <span class="n">tls_trust_certs_file_path</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+</span><span id="Client-365"><a href="#Client-365"><span class="linenos">365</span></a>                 <span class="n">tls_allow_insecure_connection</span><span class="o">=</span><span class="kc">False</span><span class="p">,</span>
+</span><span id="Client-366"><a href="#Client-366"><span class="linenos">366</span></a>                 <span class="n">tls_validate_hostname</span><span class="o">=</span><span class="kc">False</span><span class="p">,</span>
+</span><span id="Client-367"><a href="#Client-367"><span class="linenos">367</span></a>                 <span class="n">logger</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+</span><span id="Client-368"><a href="#Client-368"><span class="linenos">368</span></a>                 <span class="n">connection_timeout_ms</span><span class="o">=</span><span class="mi">10000</span><span class="p">,</span>
+</span><span id="Client-369"><a href="#Client-369"><span class="linenos">369</span></a>                 <span class="p">):</span>
+</span><span id="Client-370"><a href="#Client-370"><span class="linenos">370</span></a>        <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="Client-371"><a href="#Client-371"><span class="linenos">371</span></a><span class="sd">        Create a new Pulsar client instance.</span>
+</span><span id="Client-372"><a href="#Client-372"><span class="linenos">372</span></a>
+</span><span id="Client-373"><a href="#Client-373"><span class="linenos">373</span></a><span class="sd">        **Args**</span>
+</span><span id="Client-374"><a href="#Client-374"><span class="linenos">374</span></a>
+</span><span id="Client-375"><a href="#Client-375"><span class="linenos">375</span></a><span class="sd">        * `service_url`: The Pulsar service url eg: pulsar://my-broker.com:6650/</span>
+</span><span id="Client-376"><a href="#Client-376"><span class="linenos">376</span></a>
+</span><span id="Client-377"><a href="#Client-377"><span class="linenos">377</span></a><span class="sd">        **Options**</span>
+</span><span id="Client-378"><a href="#Client-378"><span class="linenos">378</span></a>
+</span><span id="Client-379"><a href="#Client-379"><span class="linenos">379</span></a><span class="sd">        * `authentication`:</span>
+</span><span id="Client-380"><a href="#Client-380"><span class="linenos">380</span></a><span class="sd">          Set the authentication provider to be used with the broker. For example:</span>
+</span><span id="Client-381"><a href="#Client-381"><span class="linenos">381</span></a><span class="sd">          `AuthenticationTls`, AuthenticaionToken, `AuthenticationAthenz`or `AuthenticationOauth2`</span>
+</span><span id="Client-382"><a href="#Client-382"><span class="linenos">382</span></a><span class="sd">        * `operation_timeout_seconds`:</span>
+</span><span id="Client-383"><a href="#Client-383"><span class="linenos">383</span></a><span class="sd">          Set timeout on client operations (subscribe, create producer, close,</span>
+</span><span id="Client-384"><a href="#Client-384"><span class="linenos">384</span></a><span class="sd">          unsubscribe).</span>
+</span><span id="Client-385"><a href="#Client-385"><span class="linenos">385</span></a><span class="sd">        * `io_threads`:</span>
+</span><span id="Client-386"><a href="#Client-386"><span class="linenos">386</span></a><span class="sd">          Set the number of IO threads to be used by the Pulsar client.</span>
+</span><span id="Client-387"><a href="#Client-387"><span class="linenos">387</span></a><span class="sd">        * `message_listener_threads`:</span>
+</span><span id="Client-388"><a href="#Client-388"><span class="linenos">388</span></a><span class="sd">          Set the number of threads to be used by the Pulsar client when</span>
+</span><span id="Client-389"><a href="#Client-389"><span class="linenos">389</span></a><span class="sd">          delivering messages through message listener. The default is 1 thread</span>
+</span><span id="Client-390"><a href="#Client-390"><span class="linenos">390</span></a><span class="sd">          per Pulsar client. If using more than 1 thread, messages for distinct</span>
+</span><span id="Client-391"><a href="#Client-391"><span class="linenos">391</span></a><span class="sd">          `message_listener`s will be delivered in different threads, however a</span>
+</span><span id="Client-392"><a href="#Client-392"><span class="linenos">392</span></a><span class="sd">          single `MessageListener` will always be assigned to the same thread.</span>
+</span><span id="Client-393"><a href="#Client-393"><span class="linenos">393</span></a><span class="sd">        * `concurrent_lookup_requests`:</span>
+</span><span id="Client-394"><a href="#Client-394"><span class="linenos">394</span></a><span class="sd">          Number of concurrent lookup-requests allowed on each broker connection</span>
+</span><span id="Client-395"><a href="#Client-395"><span class="linenos">395</span></a><span class="sd">          to prevent overload on the broker.</span>
+</span><span id="Client-396"><a href="#Client-396"><span class="linenos">396</span></a><span class="sd">        * `log_conf_file_path`:</span>
+</span><span id="Client-397"><a href="#Client-397"><span class="linenos">397</span></a><span class="sd">          Initialize log4cxx from a configuration file.</span>
+</span><span id="Client-398"><a href="#Client-398"><span class="linenos">398</span></a><span class="sd">        * `use_tls`:</span>
+</span><span id="Client-399"><a href="#Client-399"><span class="linenos">399</span></a><span class="sd">          Configure whether to use TLS encryption on the connection. This setting</span>
+</span><span id="Client-400"><a href="#Client-400"><span class="linenos">400</span></a><span class="sd">          is deprecated. TLS will be automatically enabled if the `serviceUrl` is</span>
+</span><span id="Client-401"><a href="#Client-401"><span class="linenos">401</span></a><span class="sd">          set to `pulsar+ssl://` or `https://`</span>
+</span><span id="Client-402"><a href="#Client-402"><span class="linenos">402</span></a><span class="sd">        * `tls_trust_certs_file_path`:</span>
+</span><span id="Client-403"><a href="#Client-403"><span class="linenos">403</span></a><span class="sd">          Set the path to the trusted TLS certificate file. If empty defaults to</span>
+</span><span id="Client-404"><a href="#Client-404"><span class="linenos">404</span></a><span class="sd">          certifi.</span>
+</span><span id="Client-405"><a href="#Client-405"><span class="linenos">405</span></a><span class="sd">        * `tls_allow_insecure_connection`:</span>
+</span><span id="Client-406"><a href="#Client-406"><span class="linenos">406</span></a><span class="sd">          Configure whether the Pulsar client accepts untrusted TLS certificates</span>
+</span><span id="Client-407"><a href="#Client-407"><span class="linenos">407</span></a><span class="sd">          from the broker.</span>
+</span><span id="Client-408"><a href="#Client-408"><span class="linenos">408</span></a><span class="sd">        * `tls_validate_hostname`:</span>
+</span><span id="Client-409"><a href="#Client-409"><span class="linenos">409</span></a><span class="sd">          Configure whether the Pulsar client validates that the hostname of the</span>
+</span><span id="Client-410"><a href="#Client-410"><span class="linenos">410</span></a><span class="sd">          endpoint, matches the common name on the TLS certificate presented by</span>
+</span><span id="Client-411"><a href="#Client-411"><span class="linenos">411</span></a><span class="sd">          the endpoint.</span>
+</span><span id="Client-412"><a href="#Client-412"><span class="linenos">412</span></a><span class="sd">        * `logger`:</span>
+</span><span id="Client-413"><a href="#Client-413"><span class="linenos">413</span></a><span class="sd">          Set a Python logger for this Pulsar client. Should be an instance of `logging.Logger`.</span>
+</span><span id="Client-414"><a href="#Client-414"><span class="linenos">414</span></a><span class="sd">        * `connection_timeout_ms`:</span>
+</span><span id="Client-415"><a href="#Client-415"><span class="linenos">415</span></a><span class="sd">          Set timeout in milliseconds on TCP connections.</span>
+</span><span id="Client-416"><a href="#Client-416"><span class="linenos">416</span></a><span class="sd">        &quot;&quot;&quot;</span>
+</span><span id="Client-417"><a href="#Client-417"><span class="linenos">417</span></a>        <span class="n">_check_type</span><span class="p">(</span><span class="nb">str</span><span class="p">,</span> <span class="n">service_url</span><span class="p">,</span> <span class="s1">&#39;service_url&#39;</span><span class="p">)</span>
+</span><span id="Client-418"><a href="#Client-418"><span class="linenos">418</span></a>        <span class="n">_check_type_or_none</span><span class="p">(</span><span class="n">Authentication</span><span class="p">,</span> <span class="n">authentication</span><span class="p">,</span> <span class="s1">&#39;authentication&#39;</span><span class="p">)</span>
+</span><span id="Client-419"><a href="#Client-419"><span class="linenos">419</span></a>        <span class="n">_check_type</span><span class="p">(</span><span class="nb">int</span><span class="p">,</span> <span class="n">operation_timeout_seconds</span><span class="p">,</span> <span class="s1">&#39;operation_timeout_seconds&#39;</span><span class="p">)</span>
+</span><span id="Client-420"><a href="#Client-420"><span class="linenos">420</span></a>        <span class="n">_check_type</span><span class="p">(</span><span class="nb">int</span><span class="p">,</span> <span class="n">connection_timeout_ms</span><span class="p">,</span> <span class="s1">&#39;connection_timeout_ms&#39;</span><span class="p">)</span>
+</span><span id="Client-421"><a href="#Client-421"><span class="linenos">421</span></a>        <span class="n">_check_type</span><span class="p">(</span><span class="nb">int</span><span class="p">,</span> <span class="n">io_threads</span><span class="p">,</span> <span class="s1">&#39;io_threads&#39;</span><span class="p">)</span>
+</span><span id="Client-422"><a href="#Client-422"><span class="linenos">422</span></a>        <span class="n">_check_type</span><span class="p">(</span><span class="nb">int</span><span class="p">,</span> <span class="n">message_listener_threads</span><span class="p">,</span> <span class="s1">&#39;message_listener_threads&#39;</span><span class="p">)</span>
+</span><span id="Client-423"><a href="#Client-423"><span class="linenos">423</span></a>        <span class="n">_check_type</span><span class="p">(</span><span class="nb">int</span><span class="p">,</span> <span class="n">concurrent_lookup_requests</span><span class="p">,</span> <span class="s1">&#39;concurrent_lookup_requests&#39;</span><span class="p">)</span>
+</span><span id="Client-424"><a href="#Client-424"><span class="linenos">424</span></a>        <span class="n">_check_type_or_none</span><span class="p">(</span><span class="nb">str</span><span class="p">,</span> <span class="n">log_conf_file_path</span><span class="p">,</span> <span class="s1">&#39;log_conf_file_path&#39;</span><span class="p">)</span>
+</span><span id="Client-425"><a href="#Client-425"><span class="linenos">425</span></a>        <span class="n">_check_type</span><span class="p">(</span><span class="nb">bool</span><span class="p">,</span> <span class="n">use_tls</span><span class="p">,</span> <span class="s1">&#39;use_tls&#39;</span><span class="p">)</span>
+</span><span id="Client-426"><a href="#Client-426"><span class="linenos">426</span></a>        <span class="n">_check_type_or_none</span><span class="p">(</span><span class="nb">str</span><span class="p">,</span> <span class="n">tls_trust_certs_file_path</span><span class="p">,</span> <span class="s1">&#39;tls_trust_certs_file_path&#39;</span><span class="p">)</span>
+</span><span id="Client-427"><a href="#Client-427"><span class="linenos">427</span></a>        <span class="n">_check_type</span><span class="p">(</span><span class="nb">bool</span><span class="p">,</span> <span class="n">tls_allow_insecure_connection</span><span class="p">,</span> <span class="s1">&#39;tls_allow_insecure_connection&#39;</span><span class="p">)</span>
+</span><span id="Client-428"><a href="#Client-428"><span class="linenos">428</span></a>        <span class="n">_check_type</span><span class="p">(</span><span class="nb">bool</span><span class="p">,</span> <span class="n">tls_validate_hostname</span><span class="p">,</span> <span class="s1">&#39;tls_validate_hostname&#39;</span><span class="p">)</span>
+</span><span id="Client-429"><a href="#Client-429"><span class="linenos">429</span></a>        <span class="n">_check_type_or_none</span><span class="p">(</span><span class="n">logging</span><span class="o">.</span><span class="n">Logger</span><span class="p">,</span> <span class="n">logger</span><span class="p">,</span> <span class="s1">&#39;logger&#39;</span><span class="p">)</span>
+</span><span id="Client-430"><a href="#Client-430"><span class="linenos">430</span></a>
+</span><span id="Client-431"><a href="#Client-431"><span class="linenos">431</span></a>        <span class="n">conf</span> <span class="o">=</span> <span class="n">_pulsar</span><span class="o">.</span><span class="n">ClientConfiguration</span><span class="p">()</span>
+</span><span id="Client-432"><a href="#Client-432"><span class="linenos">432</span></a>        <span class="k">if</span> <span class="n">authentication</span><span class="p">:</span>
+</span><span id="Client-433"><a href="#Client-433"><span class="linenos">433</span></a>            <span class="n">conf</span><span class="o">.</span><span class="n">authentication</span><span class="p">(</span><span class="n">authentication</span><span class="o">.</span><span class="n">auth</span><span class="p">)</span>
+</span><span id="Client-434"><a href="#Client-434"><span class="linenos">434</span></a>        <span class="n">conf</span><span class="o">.</span><span class="n">operation_timeout_seconds</span><span class="p">(</span><span class="n">operation_timeout_seconds</span><span class="p">)</span>
+</span><span id="Client-435"><a href="#Client-435"><span class="linenos">435</span></a>        <span class="n">conf</span><span class="o">.</span><span class="n">connection_timeout</span><span class="p">(</span><span class="n">connection_timeout_ms</span><span class="p">)</span>
+</span><span id="Client-436"><a href="#Client-436"><span class="linenos">436</span></a>        <span class="n">conf</span><span class="o">.</span><span class="n">io_threads</span><span class="p">(</span><span class="n">io_threads</span><span class="p">)</span>
+</span><span id="Client-437"><a href="#Client-437"><span class="linenos">437</span></a>        <span class="n">conf</span><span class="o">.</span><span class="n">message_listener_threads</span><span class="p">(</span><span class="n">message_listener_threads</span><span class="p">)</span>
+</span><span id="Client-438"><a href="#Client-438"><span class="linenos">438</span></a>        <span class="n">conf</span><span class="o">.</span><span class="n">concurrent_lookup_requests</span><span class="p">(</span><span class="n">concurrent_lookup_requests</span><span class="p">)</span>
+</span><span id="Client-439"><a href="#Client-439"><span class="linenos">439</span></a>        <span class="k">if</span> <span class="n">log_conf_file_path</span><span class="p">:</span>
+</span><span id="Client-440"><a href="#Client-440"><span class="linenos">440</span></a>            <span class="n">conf</span><span class="o">.</span><span class="n">log_conf_file_path</span><span class="p">(</span><span class="n">log_conf_file_path</span><span class="p">)</span>
+</span><span id="Client-441"><a href="#Client-441"><span class="linenos">441</span></a>        <span class="k">if</span> <span class="n">logger</span><span class="p">:</span>
+</span><span id="Client-442"><a href="#Client-442"><span class="linenos">442</span></a>            <span class="n">conf</span><span class="o">.</span><span class="n">set_logger</span><span class="p">(</span><span class="n">logger</span><span class="p">)</span>
+</span><span id="Client-443"><a href="#Client-443"><span class="linenos">443</span></a>        <span class="k">if</span> <span class="n">use_tls</span> <span class="ow">or</span> <span class="n">service_url</span><span class="o">.</span><span class="n">startswith</span><span class="p">(</span><span class="s1">&#39;pulsar+ssl://&#39;</span><span class="p">)</span> <span class="ow">or</span> <span class="n">service_url</span><span class="o">.</span><span class="n">startswith</span><span cl [...]
+</span><span id="Client-444"><a href="#Client-444"><span class="linenos">444</span></a>            <span class="n">conf</span><span class="o">.</span><span class="n">use_tls</span><span class="p">(</span><span class="kc">True</span><span class="p">)</span>
+</span><span id="Client-445"><a href="#Client-445"><span class="linenos">445</span></a>        <span class="k">if</span> <span class="n">tls_trust_certs_file_path</span><span class="p">:</span>
+</span><span id="Client-446"><a href="#Client-446"><span class="linenos">446</span></a>            <span class="n">conf</span><span class="o">.</span><span class="n">tls_trust_certs_file_path</span><span class="p">(</span><span class="n">tls_trust_certs_file_path</span><span class="p">)</span>
+</span><span id="Client-447"><a href="#Client-447"><span class="linenos">447</span></a>        <span class="k">else</span><span class="p">:</span>
+</span><span id="Client-448"><a href="#Client-448"><span class="linenos">448</span></a>            <span class="n">conf</span><span class="o">.</span><span class="n">tls_trust_certs_file_path</span><span class="p">(</span><span class="n">certifi</span><span class="o">.</span><span class="n">where</span><span class="p">())</span>
+</span><span id="Client-449"><a href="#Client-449"><span class="linenos">449</span></a>        <span class="n">conf</span><span class="o">.</span><span class="n">tls_allow_insecure_connection</span><span class="p">(</span><span class="n">tls_allow_insecure_connection</span><span class="p">)</span>
+</span><span id="Client-450"><a href="#Client-450"><span class="linenos">450</span></a>        <span class="n">conf</span><span class="o">.</span><span class="n">tls_validate_hostname</span><span class="p">(</span><span class="n">tls_validate_hostname</span><span class="p">)</span>
+</span><span id="Client-451"><a href="#Client-451"><span class="linenos">451</span></a>        <span class="bp">self</span><span class="o">.</span><span class="n">_client</span> <span class="o">=</span> <span class="n">_pulsar</span><span class="o">.</span><span class="n">Client</span><span class="p">(</span><span class="n">service_url</span><span class="p">,</span> <span class="n">conf</span><span class="p">)</span>
+</span><span id="Client-452"><a href="#Client-452"><span class="linenos">452</span></a>        <span class="bp">self</span><span class="o">.</span><span class="n">_consumers</span> <span class="o">=</span> <span class="p">[]</span>
+</span><span id="Client-453"><a href="#Client-453"><span class="linenos">453</span></a>
+</span><span id="Client-454"><a href="#Client-454"><span class="linenos">454</span></a>    <span class="k">def</span> <span class="nf">create_producer</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">topic</span><span class="p">,</span>
+</span><span id="Client-455"><a href="#Client-455"><span class="linenos">455</span></a>                        <span class="n">producer_name</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+</span><span id="Client-456"><a href="#Client-456"><span class="linenos">456</span></a>                        <span class="n">schema</span><span class="o">=</span><span class="n">schema</span><span class="o">.</span><span class="n">BytesSchema</span><span class="p">(),</span>
+</span><span id="Client-457"><a href="#Client-457"><span class="linenos">457</span></a>                        <span class="n">initial_sequence_id</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+</span><span id="Client-458"><a href="#Client-458"><span class="linenos">458</span></a>                        <span class="n">send_timeout_millis</span><span class="o">=</span><span class="mi">30000</span><span class="p">,</span>
+</span><span id="Client-459"><a href="#Client-459"><span class="linenos">459</span></a>                        <span class="n">compression_type</span><span class="o">=</span><span class="n">CompressionType</span><span class="o">.</span><span class="n">NONE</span><span class="p">,</span>
+</span><span id="Client-460"><a href="#Client-460"><span class="linenos">460</span></a>                        <span class="n">max_pending_messages</span><span class="o">=</span><span class="mi">1000</span><span class="p">,</span>
+</span><span id="Client-461"><a href="#Client-461"><span class="linenos">461</span></a>                        <span class="n">max_pending_messages_across_partitions</span><span class="o">=</span><span class="mi">50000</span><span class="p">,</span>
+</span><span id="Client-462"><a href="#Client-462"><span class="linenos">462</span></a>                        <span class="n">block_if_queue_full</span><span class="o">=</span><span class="kc">False</span><span class="p">,</span>
+</span><span id="Client-463"><a href="#Client-463"><span class="linenos">463</span></a>                        <span class="n">batching_enabled</span><span class="o">=</span><span class="kc">False</span><span class="p">,</span>
+</span><span id="Client-464"><a href="#Client-464"><span class="linenos">464</span></a>                        <span class="n">batching_max_messages</span><span class="o">=</span><span class="mi">1000</span><span class="p">,</span>
+</span><span id="Client-465"><a href="#Client-465"><span class="linenos">465</span></a>                        <span class="n">batching_max_allowed_size_in_bytes</span><span class="o">=</span><span class="mi">128</span><span class="o">*</span><span class="mi">1024</span><span class="p">,</span>
+</span><span id="Client-466"><a href="#Client-466"><span class="linenos">466</span></a>                        <span class="n">batching_max_publish_delay_ms</span><span class="o">=</span><span class="mi">10</span><span class="p">,</span>
+</span><span id="Client-467"><a href="#Client-467"><span class="linenos">467</span></a>                        <span class="n">message_routing_mode</span><span class="o">=</span><span class="n">PartitionsRoutingMode</span><span class="o">.</span><span class="n">RoundRobinDistribution</span><span class="p">,</span>
+</span><span id="Client-468"><a href="#Client-468"><span class="linenos">468</span></a>                        <span class="n">lazy_start_partitioned_producers</span><span class="o">=</span><span class="kc">False</span><span class="p">,</span>
+</span><span id="Client-469"><a href="#Client-469"><span class="linenos">469</span></a>                        <span class="n">properties</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+</span><span id="Client-470"><a href="#Client-470"><span class="linenos">470</span></a>                        <span class="n">batching_type</span><span class="o">=</span><span class="n">BatchingType</span><span class="o">.</span><span class="n">Default</span><span class="p">,</span>
+</span><span id="Client-471"><a href="#Client-471"><span class="linenos">471</span></a>                        <span class="n">encryption_key</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+</span><span id="Client-472"><a href="#Client-472"><span class="linenos">472</span></a>                        <span class="n">crypto_key_reader</span><span class="o">=</span><span class="kc">None</span>
+</span><span id="Client-473"><a href="#Client-473"><span class="linenos">473</span></a>                        <span class="p">):</span>
+</span><span id="Client-474"><a href="#Client-474"><span class="linenos">474</span></a>        <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="Client-475"><a href="#Client-475"><span class="linenos">475</span></a><span class="sd">        Create a new producer on a given topic.</span>
+</span><span id="Client-476"><a href="#Client-476"><span class="linenos">476</span></a>
+</span><span id="Client-477"><a href="#Client-477"><span class="linenos">477</span></a><span class="sd">        **Args**</span>
+</span><span id="Client-478"><a href="#Client-478"><span class="linenos">478</span></a>
+</span><span id="Client-479"><a href="#Client-479"><span class="linenos">479</span></a><span class="sd">        * `topic`:</span>
+</span><span id="Client-480"><a href="#Client-480"><span class="linenos">480</span></a><span class="sd">          The topic name</span>
+</span><span id="Client-481"><a href="#Client-481"><span class="linenos">481</span></a>
+</span><span id="Client-482"><a href="#Client-482"><span class="linenos">482</span></a><span class="sd">        **Options**</span>
+</span><span id="Client-483"><a href="#Client-483"><span class="linenos">483</span></a>
+</span><span id="Client-484"><a href="#Client-484"><span class="linenos">484</span></a><span class="sd">        * `producer_name`:</span>
+</span><span id="Client-485"><a href="#Client-485"><span class="linenos">485</span></a><span class="sd">           Specify a name for the producer. If not assigned,</span>
+</span><span id="Client-486"><a href="#Client-486"><span class="linenos">486</span></a><span class="sd">           the system will generate a globally unique name which can be accessed</span>
+</span><span id="Client-487"><a href="#Client-487"><span class="linenos">487</span></a><span class="sd">           with `Producer.producer_name()`. When specifying a name, it is app to</span>
+</span><span id="Client-488"><a href="#Client-488"><span class="linenos">488</span></a><span class="sd">           the user to ensure that, for a given topic, the producer name is unique</span>
+</span><span id="Client-489"><a href="#Client-489"><span class="linenos">489</span></a><span class="sd">           across all Pulsar&#39;s clusters.</span>
+</span><span id="Client-490"><a href="#Client-490"><span class="linenos">490</span></a><span class="sd">        * `schema`:</span>
+</span><span id="Client-491"><a href="#Client-491"><span class="linenos">491</span></a><span class="sd">           Define the schema of the data that will be published by this producer.</span>
+</span><span id="Client-492"><a href="#Client-492"><span class="linenos">492</span></a><span class="sd">           The schema will be used for two purposes:</span>
+</span><span id="Client-493"><a href="#Client-493"><span class="linenos">493</span></a><span class="sd">             - Validate the data format against the topic defined schema</span>
+</span><span id="Client-494"><a href="#Client-494"><span class="linenos">494</span></a><span class="sd">             - Perform serialization/deserialization between data and objects</span>
+</span><span id="Client-495"><a href="#Client-495"><span class="linenos">495</span></a><span class="sd">           An example for this parameter would be to pass `schema=JsonSchema(MyRecordClass)`.</span>
+</span><span id="Client-496"><a href="#Client-496"><span class="linenos">496</span></a><span class="sd">        * `initial_sequence_id`:</span>
+</span><span id="Client-497"><a href="#Client-497"><span class="linenos">497</span></a><span class="sd">           Set the baseline for the sequence ids for messages</span>
+</span><span id="Client-498"><a href="#Client-498"><span class="linenos">498</span></a><span class="sd">           published by the producer. First message will be using</span>
+</span><span id="Client-499"><a href="#Client-499"><span class="linenos">499</span></a><span class="sd">           `(initialSequenceId + 1)`` as its sequence id and subsequent messages will</span>
+</span><span id="Client-500"><a href="#Client-500"><span class="linenos">500</span></a><span class="sd">           be assigned incremental sequence ids, if not otherwise specified.</span>
+</span><span id="Client-501"><a href="#Client-501"><span class="linenos">501</span></a><span class="sd">        * `send_timeout_millis`:</span>
+</span><span id="Client-502"><a href="#Client-502"><span class="linenos">502</span></a><span class="sd">          If a message is not acknowledged by the server before the</span>
+</span><span id="Client-503"><a href="#Client-503"><span class="linenos">503</span></a><span class="sd">          `send_timeout` expires, an error will be reported.</span>
+</span><span id="Client-504"><a href="#Client-504"><span class="linenos">504</span></a><span class="sd">        * `compression_type`:</span>
+</span><span id="Client-505"><a href="#Client-505"><span class="linenos">505</span></a><span class="sd">          Set the compression type for the producer. By default, message</span>
+</span><span id="Client-506"><a href="#Client-506"><span class="linenos">506</span></a><span class="sd">          payloads are not compressed. Supported compression types are</span>
+</span><span id="Client-507"><a href="#Client-507"><span class="linenos">507</span></a><span class="sd">          `CompressionType.LZ4`, `CompressionType.ZLib`, `CompressionType.ZSTD` and `CompressionType.SNAPPY`.</span>
+</span><span id="Client-508"><a href="#Client-508"><span class="linenos">508</span></a><span class="sd">          ZSTD is supported since Pulsar 2.3. Consumers will need to be at least at that</span>
+</span><span id="Client-509"><a href="#Client-509"><span class="linenos">509</span></a><span class="sd">          release in order to be able to receive messages compressed with ZSTD.</span>
+</span><span id="Client-510"><a href="#Client-510"><span class="linenos">510</span></a><span class="sd">          SNAPPY is supported since Pulsar 2.4. Consumers will need to be at least at that</span>
+</span><span id="Client-511"><a href="#Client-511"><span class="linenos">511</span></a><span class="sd">          release in order to be able to receive messages compressed with SNAPPY.</span>
+</span><span id="Client-512"><a href="#Client-512"><span class="linenos">512</span></a><span class="sd">        * `max_pending_messages`:</span>
+</span><span id="Client-513"><a href="#Client-513"><span class="linenos">513</span></a><span class="sd">          Set the max size of the queue holding the messages pending to receive</span>
+</span><span id="Client-514"><a href="#Client-514"><span class="linenos">514</span></a><span class="sd">          an acknowledgment from the broker.</span>
+</span><span id="Client-515"><a href="#Client-515"><span class="linenos">515</span></a><span class="sd">        * `max_pending_messages_across_partitions`:</span>
+</span><span id="Client-516"><a href="#Client-516"><span class="linenos">516</span></a><span class="sd">          Set the max size of the queue holding the messages pending to receive</span>
+</span><span id="Client-517"><a href="#Client-517"><span class="linenos">517</span></a><span class="sd">          an acknowledgment across partitions from the broker.</span>
+</span><span id="Client-518"><a href="#Client-518"><span class="linenos">518</span></a><span class="sd">        * `block_if_queue_full`: Set whether `send_async` operations should</span>
+</span><span id="Client-519"><a href="#Client-519"><span class="linenos">519</span></a><span class="sd">          block when the outgoing message queue is full.</span>
+</span><span id="Client-520"><a href="#Client-520"><span class="linenos">520</span></a><span class="sd">        * `message_routing_mode`:</span>
+</span><span id="Client-521"><a href="#Client-521"><span class="linenos">521</span></a><span class="sd">          Set the message routing mode for the partitioned producer. Default is `PartitionsRoutingMode.RoundRobinDistribution`,</span>
+</span><span id="Client-522"><a href="#Client-522"><span class="linenos">522</span></a><span class="sd">          other option is `PartitionsRoutingMode.UseSinglePartition`</span>
+</span><span id="Client-523"><a href="#Client-523"><span class="linenos">523</span></a><span class="sd">        * `lazy_start_partitioned_producers`:</span>
+</span><span id="Client-524"><a href="#Client-524"><span class="linenos">524</span></a><span class="sd">          This config affects producers of partitioned topics only. It controls whether</span>
+</span><span id="Client-525"><a href="#Client-525"><span class="linenos">525</span></a><span class="sd">          producers register and connect immediately to the owner broker of each partition</span>
+</span><span id="Client-526"><a href="#Client-526"><span class="linenos">526</span></a><span class="sd">          or start lazily on demand. The internal producer of one partition is always</span>
+</span><span id="Client-527"><a href="#Client-527"><span class="linenos">527</span></a><span class="sd">          started eagerly, chosen by the routing policy, but the internal producers of</span>
+</span><span id="Client-528"><a href="#Client-528"><span class="linenos">528</span></a><span class="sd">          any additional partitions are started on demand, upon receiving their first</span>
+</span><span id="Client-529"><a href="#Client-529"><span class="linenos">529</span></a><span class="sd">          message.</span>
+</span><span id="Client-530"><a href="#Client-530"><span class="linenos">530</span></a><span class="sd">          Using this mode can reduce the strain on brokers for topics with large numbers of</span>
+</span><span id="Client-531"><a href="#Client-531"><span class="linenos">531</span></a><span class="sd">          partitions and when the SinglePartition routing policy is used without keyed messages.</span>
+</span><span id="Client-532"><a href="#Client-532"><span class="linenos">532</span></a><span class="sd">          Because producer connection can be on demand, this can produce extra send latency</span>
+</span><span id="Client-533"><a href="#Client-533"><span class="linenos">533</span></a><span class="sd">          for the first messages of a given partition.</span>
+</span><span id="Client-534"><a href="#Client-534"><span class="linenos">534</span></a><span class="sd">        * `properties`:</span>
+</span><span id="Client-535"><a href="#Client-535"><span class="linenos">535</span></a><span class="sd">          Sets the properties for the producer. The properties associated with a producer</span>
+</span><span id="Client-536"><a href="#Client-536"><span class="linenos">536</span></a><span class="sd">          can be used for identify a producer at broker side.</span>
+</span><span id="Client-537"><a href="#Client-537"><span class="linenos">537</span></a><span class="sd">        * `batching_type`:</span>
+</span><span id="Client-538"><a href="#Client-538"><span class="linenos">538</span></a><span class="sd">          Sets the batching type for the producer.</span>
+</span><span id="Client-539"><a href="#Client-539"><span class="linenos">539</span></a><span class="sd">          There are two batching type: DefaultBatching and KeyBasedBatching.</span>
+</span><span id="Client-540"><a href="#Client-540"><span class="linenos">540</span></a><span class="sd">            - Default batching</span>
+</span><span id="Client-541"><a href="#Client-541"><span class="linenos">541</span></a><span class="sd">            incoming single messages:</span>
+</span><span id="Client-542"><a href="#Client-542"><span class="linenos">542</span></a><span class="sd">            (k1, v1), (k2, v1), (k3, v1), (k1, v2), (k2, v2), (k3, v2), (k1, v3), (k2, v3), (k3, v3)</span>
+</span><span id="Client-543"><a href="#Client-543"><span class="linenos">543</span></a><span class="sd">            batched into single batch message:</span>
+</span><span id="Client-544"><a href="#Client-544"><span class="linenos">544</span></a><span class="sd">            [(k1, v1), (k2, v1), (k3, v1), (k1, v2), (k2, v2), (k3, v2), (k1, v3), (k2, v3), (k3, v3)]</span>
+</span><span id="Client-545"><a href="#Client-545"><span class="linenos">545</span></a>
+</span><span id="Client-546"><a href="#Client-546"><span class="linenos">546</span></a><span class="sd">            - KeyBasedBatching</span>
+</span><span id="Client-547"><a href="#Client-547"><span class="linenos">547</span></a><span class="sd">            incoming single messages:</span>
+</span><span id="Client-548"><a href="#Client-548"><span class="linenos">548</span></a><span class="sd">            (k1, v1), (k2, v1), (k3, v1), (k1, v2), (k2, v2), (k3, v2), (k1, v3), (k2, v3), (k3, v3)</span>
+</span><span id="Client-549"><a href="#Client-549"><span class="linenos">549</span></a><span class="sd">            batched into single batch message:</span>
+</span><span id="Client-550"><a href="#Client-550"><span class="linenos">550</span></a><span class="sd">            [(k1, v1), (k1, v2), (k1, v3)], [(k2, v1), (k2, v2), (k2, v3)], [(k3, v1), (k3, v2), (k3, v3)]</span>
+</span><span id="Client-551"><a href="#Client-551"><span class="linenos">551</span></a><span class="sd">        * encryption_key:</span>
+</span><span id="Client-552"><a href="#Client-552"><span class="linenos">552</span></a><span class="sd">           The key used for symmetric encryption, configured on the producer side</span>
+</span><span id="Client-553"><a href="#Client-553"><span class="linenos">553</span></a><span class="sd">        * crypto_key_reader:</span>
+</span><span id="Client-554"><a href="#Client-554"><span class="linenos">554</span></a><span class="sd">           Symmetric encryption class implementation, configuring public key encryption messages for the producer</span>
+</span><span id="Client-555"><a href="#Client-555"><span class="linenos">555</span></a><span class="sd">           and private key decryption messages for the consumer</span>
+</span><span id="Client-556"><a href="#Client-556"><span class="linenos">556</span></a><span class="sd">        &quot;&quot;&quot;</span>
+</span><span id="Client-557"><a href="#Client-557"><span class="linenos">557</span></a>        <span class="n">_check_type</span><span class="p">(</span><span class="nb">str</span><span class="p">,</span> <span class="n">topic</span><span class="p">,</span> <span class="s1">&#39;topic&#39;</span><span class="p">)</span>
+</span><span id="Client-558"><a href="#Client-558"><span class="linenos">558</span></a>        <span class="n">_check_type_or_none</span><span class="p">(</span><span class="nb">str</span><span class="p">,</span> <span class="n">producer_name</span><span class="p">,</span> <span class="s1">&#39;producer_name&#39;</span><span class="p">)</span>
+</span><span id="Client-559"><a href="#Client-559"><span class="linenos">559</span></a>        <span class="n">_check_type</span><span class="p">(</span><span class="n">_schema</span><span class="o">.</span><span class="n">Schema</span><span class="p">,</span> <span class="n">schema</span><span class="p">,</span> <span class="s1">&#39;schema&#39;</span><span class="p">)</span>
+</span><span id="Client-560"><a href="#Client-560"><span class="linenos">560</span></a>        <span class="n">_check_type_or_none</span><span class="p">(</span><span class="nb">int</span><span class="p">,</span> <span class="n">initial_sequence_id</span><span class="p">,</span> <span class="s1">&#39;initial_sequence_id&#39;</span><span class="p">)</span>
+</span><span id="Client-561"><a href="#Client-561"><span class="linenos">561</span></a>        <span class="n">_check_type</span><span class="p">(</span><span class="nb">int</span><span class="p">,</span> <span class="n">send_timeout_millis</span><span class="p">,</span> <span class="s1">&#39;send_timeout_millis&#39;</span><span class="p">)</span>
+</span><span id="Client-562"><a href="#Client-562"><span class="linenos">562</span></a>        <span class="n">_check_type</span><span class="p">(</span><span class="n">CompressionType</span><span class="p">,</span> <span class="n">compression_type</span><span class="p">,</span> <span class="s1">&#39;compression_type&#39;</span><span class="p">)</span>
+</span><span id="Client-563"><a href="#Client-563"><span class="linenos">563</span></a>        <span class="n">_check_type</span><span class="p">(</span><span class="nb">int</span><span class="p">,</span> <span class="n">max_pending_messages</span><span class="p">,</span> <span class="s1">&#39;max_pending_messages&#39;</span><span class="p">)</span>
+</span><span id="Client-564"><a href="#Client-564"><span class="linenos">564</span></a>        <span class="n">_check_type</span><span class="p">(</span><span class="nb">int</span><span class="p">,</span> <span class="n">max_pending_messages_across_partitions</span><span class="p">,</span> <span class="s1">&#39;max_pending_messages_across_partitions&#39;</span><span class="p">)</span>
+</span><span id="Client-565"><a href="#Client-565"><span class="linenos">565</span></a>        <span class="n">_check_type</span><span class="p">(</span><span class="nb">bool</span><span class="p">,</span> <span class="n">block_if_queue_full</span><span class="p">,</span> <span class="s1">&#39;block_if_queue_full&#39;</span><span class="p">)</span>
+</span><span id="Client-566"><a href="#Client-566"><span class="linenos">566</span></a>        <span class="n">_check_type</span><span class="p">(</span><span class="nb">bool</span><span class="p">,</span> <span class="n">batching_enabled</span><span class="p">,</span> <span class="s1">&#39;batching_enabled&#39;</span><span class="p">)</span>
+</span><span id="Client-567"><a href="#Client-567"><span class="linenos">567</span></a>        <span class="n">_check_type</span><span class="p">(</span><span class="nb">int</span><span class="p">,</span> <span class="n">batching_max_messages</span><span class="p">,</span> <span class="s1">&#39;batching_max_messages&#39;</span><span class="p">)</span>
+</span><span id="Client-568"><a href="#Client-568"><span class="linenos">568</span></a>        <span class="n">_check_type</span><span class="p">(</span><span class="nb">int</span><span class="p">,</span> <span class="n">batching_max_allowed_size_in_bytes</span><span class="p">,</span> <span class="s1">&#39;batching_max_allowed_size_in_bytes&#39;</span><span class="p">)</span>
+</span><span id="Client-569"><a href="#Client-569"><span class="linenos">569</span></a>        <span class="n">_check_type</span><span class="p">(</span><span class="nb">int</span><span class="p">,</span> <span class="n">batching_max_publish_delay_ms</span><span class="p">,</span> <span class="s1">&#39;batching_max_publish_delay_ms&#39;</span><span class="p">)</span>
+</span><span id="Client-570"><a href="#Client-570"><span class="linenos">570</span></a>        <span class="n">_check_type_or_none</span><span class="p">(</span><span class="nb">dict</span><span class="p">,</span> <span class="n">properties</span><span class="p">,</span> <span class="s1">&#39;properties&#39;</span><span class="p">)</span>
+</span><span id="Client-571"><a href="#Client-571"><span class="linenos">571</span></a>        <span class="n">_check_type</span><span class="p">(</span><span class="n">BatchingType</span><span class="p">,</span> <span class="n">batching_type</span><span class="p">,</span> <span class="s1">&#39;batching_type&#39;</span><span class="p">)</span>
+</span><span id="Client-572"><a href="#Client-572"><span class="linenos">572</span></a>        <span class="n">_check_type_or_none</span><span class="p">(</span><span class="nb">str</span><span class="p">,</span> <span class="n">encryption_key</span><span class="p">,</span> <span class="s1">&#39;encryption_key&#39;</span><span class="p">)</span>
+</span><span id="Client-573"><a href="#Client-573"><span class="linenos">573</span></a>        <span class="n">_check_type_or_none</span><span class="p">(</span><span class="n">CryptoKeyReader</span><span class="p">,</span> <span class="n">crypto_key_reader</span><span class="p">,</span> <span class="s1">&#39;crypto_key_reader&#39;</span><span class="p">)</span>
+</span><span id="Client-574"><a href="#Client-574"><span class="linenos">574</span></a>        <span class="n">_check_type</span><span class="p">(</span><span class="nb">bool</span><span class="p">,</span> <span class="n">lazy_start_partitioned_producers</span><span class="p">,</span> <span class="s1">&#39;lazy_start_partitioned_producers&#39;</span><span class="p">)</span>
+</span><span id="Client-575"><a href="#Client-575"><span class="linenos">575</span></a>
+</span><span id="Client-576"><a href="#Client-576"><span class="linenos">576</span></a>        <span class="n">conf</span> <span class="o">=</span> <span class="n">_pulsar</span><span class="o">.</span><span class="n">ProducerConfiguration</span><span class="p">()</span>
+</span><span id="Client-577"><a href="#Client-577"><span class="linenos">577</span></a>        <span class="n">conf</span><span class="o">.</span><span class="n">send_timeout_millis</span><span class="p">(</span><span class="n">send_timeout_millis</span><span class="p">)</span>
+</span><span id="Client-578"><a href="#Client-578"><span class="linenos">578</span></a>        <span class="n">conf</span><span class="o">.</span><span class="n">compression_type</span><span class="p">(</span><span class="n">compression_type</span><span class="p">)</span>
+</span><span id="Client-579"><a href="#Client-579"><span class="linenos">579</span></a>        <span class="n">conf</span><span class="o">.</span><span class="n">max_pending_messages</span><span class="p">(</span><span class="n">max_pending_messages</span><span class="p">)</span>
+</span><span id="Client-580"><a href="#Client-580"><span class="linenos">580</span></a>        <span class="n">conf</span><span class="o">.</span><span class="n">max_pending_messages_across_partitions</span><span class="p">(</span><span class="n">max_pending_messages_across_partitions</span><span class="p">)</span>
+</span><span id="Client-581"><a href="#Client-581"><span class="linenos">581</span></a>        <span class="n">conf</span><span class="o">.</span><span class="n">block_if_queue_full</span><span class="p">(</span><span class="n">block_if_queue_full</span><span class="p">)</span>
+</span><span id="Client-582"><a href="#Client-582"><span class="linenos">582</span></a>        <span class="n">conf</span><span class="o">.</span><span class="n">batching_enabled</span><span class="p">(</span><span class="n">batching_enabled</span><span class="p">)</span>
+</span><span id="Client-583"><a href="#Client-583"><span class="linenos">583</span></a>        <span class="n">conf</span><span class="o">.</span><span class="n">batching_max_messages</span><span class="p">(</span><span class="n">batching_max_messages</span><span class="p">)</span>
+</span><span id="Client-584"><a href="#Client-584"><span class="linenos">584</span></a>        <span class="n">conf</span><span class="o">.</span><span class="n">batching_max_allowed_size_in_bytes</span><span class="p">(</span><span class="n">batching_max_allowed_size_in_bytes</span><span class="p">)</span>
+</span><span id="Client-585"><a href="#Client-585"><span class="linenos">585</span></a>        <span class="n">conf</span><span class="o">.</span><span class="n">batching_max_publish_delay_ms</span><span class="p">(</span><span class="n">batching_max_publish_delay_ms</span><span class="p">)</span>
+</span><span id="Client-586"><a href="#Client-586"><span class="linenos">586</span></a>        <span class="n">conf</span><span class="o">.</span><span class="n">partitions_routing_mode</span><span class="p">(</span><span class="n">message_routing_mode</span><span class="p">)</span>
+</span><span id="Client-587"><a href="#Client-587"><span class="linenos">587</span></a>        <span class="n">conf</span><span class="o">.</span><span class="n">batching_type</span><span class="p">(</span><span class="n">batching_type</span><span class="p">)</span>
+</span><span id="Client-588"><a href="#Client-588"><span class="linenos">588</span></a>        <span class="n">conf</span><span class="o">.</span><span class="n">lazy_start_partitioned_producers</span><span class="p">(</span><span class="n">lazy_start_partitioned_producers</span><span class="p">)</span>
+</span><span id="Client-589"><a href="#Client-589"><span class="linenos">589</span></a>        <span class="k">if</span> <span class="n">producer_name</span><span class="p">:</span>
+</span><span id="Client-590"><a href="#Client-590"><span class="linenos">590</span></a>            <span class="n">conf</span><span class="o">.</span><span class="n">producer_name</span><span class="p">(</span><span class="n">producer_name</span><span class="p">)</span>
+</span><span id="Client-591"><a href="#Client-591"><span class="linenos">591</span></a>        <span class="k">if</span> <span class="n">initial_sequence_id</span><span class="p">:</span>
+</span><span id="Client-592"><a href="#Client-592"><span class="linenos">592</span></a>            <span class="n">conf</span><span class="o">.</span><span class="n">initial_sequence_id</span><span class="p">(</span><span class="n">initial_sequence_id</span><span class="p">)</span>
+</span><span id="Client-593"><a href="#Client-593"><span class="linenos">593</span></a>        <span class="k">if</span> <span class="n">properties</span><span class="p">:</span>
+</span><span id="Client-594"><a href="#Client-594"><span class="linenos">594</span></a>            <span class="k">for</span> <span class="n">k</span><span class="p">,</span> <span class="n">v</span> <span class="ow">in</span> <span class="n">properties</span><span class="o">.</span><span class="n">items</span><span class="p">():</span>
+</span><span id="Client-595"><a href="#Client-595"><span class="linenos">595</span></a>                <span class="n">conf</span><span class="o">.</span><span class="n">property</span><span class="p">(</span><span class="n">k</span><span class="p">,</span> <span class="n">v</span><span class="p">)</span>
+</span><span id="Client-596"><a href="#Client-596"><span class="linenos">596</span></a>
+</span><span id="Client-597"><a href="#Client-597"><span class="linenos">597</span></a>        <span class="n">conf</span><span class="o">.</span><span class="n">schema</span><span class="p">(</span><span class="n">schema</span><span class="o">.</span><span class="n">schema_info</span><span class="p">())</span>
+</span><span id="Client-598"><a href="#Client-598"><span class="linenos">598</span></a>        <span class="k">if</span> <span class="n">encryption_key</span><span class="p">:</span>
+</span><span id="Client-599"><a href="#Client-599"><span class="linenos">599</span></a>            <span class="n">conf</span><span class="o">.</span><span class="n">encryption_key</span><span class="p">(</span><span class="n">encryption_key</span><span class="p">)</span>
+</span><span id="Client-600"><a href="#Client-600"><span class="linenos">600</span></a>        <span class="k">if</span> <span class="n">crypto_key_reader</span><span class="p">:</span>
+</span><span id="Client-601"><a href="#Client-601"><span class="linenos">601</span></a>            <span class="n">conf</span><span class="o">.</span><span class="n">crypto_key_reader</span><span class="p">(</span><span class="n">crypto_key_reader</span><span class="o">.</span><span class="n">cryptoKeyReader</span><span class="p">)</span>
+</span><span id="Client-602"><a href="#Client-602"><span class="linenos">602</span></a>
+</span><span id="Client-603"><a href="#Client-603"><span class="linenos">603</span></a>        <span class="n">p</span> <span class="o">=</span> <span class="n">Producer</span><span class="p">()</span>
+</span><span id="Client-604"><a href="#Client-604"><span class="linenos">604</span></a>        <span class="n">p</span><span class="o">.</span><span class="n">_producer</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_client</span><span class="o">.</span><span class="n">create_producer</span><span class="p">(</span><span class="n">topic</span><span class="p">,</span> <span class="n">conf</span><span class="p">)</span>
+</span><span id="Client-605"><a href="#Client-605"><span class="linenos">605</span></a>        <span class="n">p</span><span class="o">.</span><span class="n">_schema</span> <span class="o">=</span> <span class="n">schema</span>
+</span><span id="Client-606"><a href="#Client-606"><span class="linenos">606</span></a>        <span class="n">p</span><span class="o">.</span><span class="n">_client</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_client</span>
+</span><span id="Client-607"><a href="#Client-607"><span class="linenos">607</span></a>        <span class="k">return</span> <span class="n">p</span>
+</span><span id="Client-608"><a href="#Client-608"><span class="linenos">608</span></a>
+</span><span id="Client-609"><a href="#Client-609"><span class="linenos">609</span></a>    <span class="k">def</span> <span class="nf">subscribe</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">topic</span><span class="p">,</span> <span class="n">subscription_name</span><span class="p">,</span>
+</span><span id="Client-610"><a href="#Client-610"><span class="linenos">610</span></a>                  <span class="n">consumer_type</span><span class="o">=</span><span class="n">ConsumerType</span><span class="o">.</span><span class="n">Exclusive</span><span class="p">,</span>
+</span><span id="Client-611"><a href="#Client-611"><span class="linenos">611</span></a>                  <span class="n">schema</span><span class="o">=</span><span class="n">schema</span><span class="o">.</span><span class="n">BytesSchema</span><span class="p">(),</span>
+</span><span id="Client-612"><a href="#Client-612"><span class="linenos">612</span></a>                  <span class="n">message_listener</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+</span><span id="Client-613"><a href="#Client-613"><span class="linenos">613</span></a>                  <span class="n">receiver_queue_size</span><span class="o">=</span><span class="mi">1000</span><span class="p">,</span>
+</span><span id="Client-614"><a href="#Client-614"><span class="linenos">614</span></a>                  <span class="n">max_total_receiver_queue_size_across_partitions</span><span class="o">=</span><span class="mi">50000</span><span class="p">,</span>
+</span><span id="Client-615"><a href="#Client-615"><span class="linenos">615</span></a>                  <span class="n">consumer_name</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+</span><span id="Client-616"><a href="#Client-616"><span class="linenos">616</span></a>                  <span class="n">unacked_messages_timeout_ms</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+</span><span id="Client-617"><a href="#Client-617"><span class="linenos">617</span></a>                  <span class="n">broker_consumer_stats_cache_time_ms</span><span class="o">=</span><span class="mi">30000</span><span class="p">,</span>
+</span><span id="Client-618"><a href="#Client-618"><span class="linenos">618</span></a>                  <span class="n">negative_ack_redelivery_delay_ms</span><span class="o">=</span><span class="mi">60000</span><span class="p">,</span>
+</span><span id="Client-619"><a href="#Client-619"><span class="linenos">619</span></a>                  <span class="n">is_read_compacted</span><span class="o">=</span><span class="kc">False</span><span class="p">,</span>
+</span><span id="Client-620"><a href="#Client-620"><span class="linenos">620</span></a>                  <span class="n">properties</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+</span><span id="Client-621"><a href="#Client-621"><span class="linenos">621</span></a>                  <span class="n">pattern_auto_discovery_period</span><span class="o">=</span><span class="mi">60</span><span class="p">,</span>
+</span><span id="Client-622"><a href="#Client-622"><span class="linenos">622</span></a>                  <span class="n">initial_position</span><span class="o">=</span><span class="n">InitialPosition</span><span class="o">.</span><span class="n">Latest</span><span class="p">,</span>
+</span><span id="Client-623"><a href="#Client-623"><span class="linenos">623</span></a>                  <span class="n">crypto_key_reader</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+</span><span id="Client-624"><a href="#Client-624"><span class="linenos">624</span></a>                  <span class="n">replicate_subscription_state_enabled</span><span class="o">=</span><span class="kc">False</span>
+</span><span id="Client-625"><a href="#Client-625"><span class="linenos">625</span></a>                  <span class="p">):</span>
+</span><span id="Client-626"><a href="#Client-626"><span class="linenos">626</span></a>        <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="Client-627"><a href="#Client-627"><span class="linenos">627</span></a><span class="sd">        Subscribe to the given topic and subscription combination.</span>
+</span><span id="Client-628"><a href="#Client-628"><span class="linenos">628</span></a>
+</span><span id="Client-629"><a href="#Client-629"><span class="linenos">629</span></a><span class="sd">        **Args**</span>
+</span><span id="Client-630"><a href="#Client-630"><span class="linenos">630</span></a>
+</span><span id="Client-631"><a href="#Client-631"><span class="linenos">631</span></a><span class="sd">        * `topic`: The name of the topic, list of topics or regex pattern.</span>
+</span><span id="Client-632"><a href="#Client-632"><span class="linenos">632</span></a><span class="sd">                  This method will accept these forms:</span>
+</span><span id="Client-633"><a href="#Client-633"><span class="linenos">633</span></a><span class="sd">                    - `topic=&#39;my-topic&#39;`</span>
+</span><span id="Client-634"><a href="#Client-634"><span class="linenos">634</span></a><span class="sd">                    - `topic=[&#39;topic-1&#39;, &#39;topic-2&#39;, &#39;topic-3&#39;]`</span>
+</span><span id="Client-635"><a href="#Client-635"><span class="linenos">635</span></a><span class="sd">                    - `topic=re.compile(&#39;persistent://public/default/topic-*&#39;)`</span>
+</span><span id="Client-636"><a href="#Client-636"><span class="linenos">636</span></a><span class="sd">        * `subscription`: The name of the subscription.</span>
+</span><span id="Client-637"><a href="#Client-637"><span class="linenos">637</span></a>
+</span><span id="Client-638"><a href="#Client-638"><span class="linenos">638</span></a><span class="sd">        **Options**</span>
+</span><span id="Client-639"><a href="#Client-639"><span class="linenos">639</span></a>
+</span><span id="Client-640"><a href="#Client-640"><span class="linenos">640</span></a><span class="sd">        * `consumer_type`:</span>
+</span><span id="Client-641"><a href="#Client-641"><span class="linenos">641</span></a><span class="sd">          Select the subscription type to be used when subscribing to the topic.</span>
+</span><span id="Client-642"><a href="#Client-642"><span class="linenos">642</span></a><span class="sd">        * `schema`:</span>
+</span><span id="Client-643"><a href="#Client-643"><span class="linenos">643</span></a><span class="sd">           Define the schema of the data that will be received by this consumer.</span>
+</span><span id="Client-644"><a href="#Client-644"><span class="linenos">644</span></a><span class="sd">        * `message_listener`:</span>
+</span><span id="Client-645"><a href="#Client-645"><span class="linenos">645</span></a><span class="sd">          Sets a message listener for the consumer. When the listener is set,</span>
+</span><span id="Client-646"><a href="#Client-646"><span class="linenos">646</span></a><span class="sd">          the application will receive messages through it. Calls to</span>
+</span><span id="Client-647"><a href="#Client-647"><span class="linenos">647</span></a><span class="sd">          `consumer.receive()` will not be allowed. The listener function needs</span>
+</span><span id="Client-648"><a href="#Client-648"><span class="linenos">648</span></a><span class="sd">          to accept (consumer, message), for example:</span>
+</span><span id="Client-649"><a href="#Client-649"><span class="linenos">649</span></a>
+</span><span id="Client-650"><a href="#Client-650"><span class="linenos">650</span></a><span class="sd">                #!python</span>
+</span><span id="Client-651"><a href="#Client-651"><span class="linenos">651</span></a><span class="sd">                def my_listener(consumer, message):</span>
+</span><span id="Client-652"><a href="#Client-652"><span class="linenos">652</span></a><span class="sd">                    # process message</span>
+</span><span id="Client-653"><a href="#Client-653"><span class="linenos">653</span></a><span class="sd">                    consumer.acknowledge(message)</span>
+</span><span id="Client-654"><a href="#Client-654"><span class="linenos">654</span></a>
+</span><span id="Client-655"><a href="#Client-655"><span class="linenos">655</span></a><span class="sd">        * `receiver_queue_size`:</span>
+</span><span id="Client-656"><a href="#Client-656"><span class="linenos">656</span></a><span class="sd">          Sets the size of the consumer receive queue. The consumer receive</span>
+</span><span id="Client-657"><a href="#Client-657"><span class="linenos">657</span></a><span class="sd">          queue controls how many messages can be accumulated by the consumer</span>
+</span><span id="Client-658"><a href="#Client-658"><span class="linenos">658</span></a><span class="sd">          before the application calls `receive()`. Using a higher value could</span>
+</span><span id="Client-659"><a href="#Client-659"><span class="linenos">659</span></a><span class="sd">          potentially increase the consumer throughput at the expense of higher</span>
+</span><span id="Client-660"><a href="#Client-660"><span class="linenos">660</span></a><span class="sd">          memory utilization. Setting the consumer queue size to zero decreases</span>
+</span><span id="Client-661"><a href="#Client-661"><span class="linenos">661</span></a><span class="sd">          the throughput of the consumer by disabling pre-fetching of messages.</span>
+</span><span id="Client-662"><a href="#Client-662"><span class="linenos">662</span></a><span class="sd">          This approach improves the message distribution on shared subscription</span>
+</span><span id="Client-663"><a href="#Client-663"><span class="linenos">663</span></a><span class="sd">          by pushing messages only to those consumers that are ready to process</span>
+</span><span id="Client-664"><a href="#Client-664"><span class="linenos">664</span></a><span class="sd">          them. Neither receive with timeout nor partitioned topics can be used</span>
+</span><span id="Client-665"><a href="#Client-665"><span class="linenos">665</span></a><span class="sd">          if the consumer queue size is zero. The `receive()` function call</span>
+</span><span id="Client-666"><a href="#Client-666"><span class="linenos">666</span></a><span class="sd">          should not be interrupted when the consumer queue size is zero. The</span>
+</span><span id="Client-667"><a href="#Client-667"><span class="linenos">667</span></a><span class="sd">          default value is 1000 messages and should work well for most use</span>
+</span><span id="Client-668"><a href="#Client-668"><span class="linenos">668</span></a><span class="sd">          cases.</span>
+</span><span id="Client-669"><a href="#Client-669"><span class="linenos">669</span></a><span class="sd">        * `max_total_receiver_queue_size_across_partitions`</span>
+</span><span id="Client-670"><a href="#Client-670"><span class="linenos">670</span></a><span class="sd">          Set the max total receiver queue size across partitions.</span>
+</span><span id="Client-671"><a href="#Client-671"><span class="linenos">671</span></a><span class="sd">          This setting will be used to reduce the receiver queue size for individual partitions</span>
+</span><span id="Client-672"><a href="#Client-672"><span class="linenos">672</span></a><span class="sd">        * `consumer_name`:</span>
+</span><span id="Client-673"><a href="#Client-673"><span class="linenos">673</span></a><span class="sd">          Sets the consumer name.</span>
+</span><span id="Client-674"><a href="#Client-674"><span class="linenos">674</span></a><span class="sd">        * `unacked_messages_timeout_ms`:</span>
+</span><span id="Client-675"><a href="#Client-675"><span class="linenos">675</span></a><span class="sd">          Sets the timeout in milliseconds for unacknowledged messages. The</span>
+</span><span id="Client-676"><a href="#Client-676"><span class="linenos">676</span></a><span class="sd">          timeout needs to be greater than 10 seconds. An exception is thrown if</span>
+</span><span id="Client-677"><a href="#Client-677"><span class="linenos">677</span></a><span class="sd">          the given value is less than 10 seconds. If a successful</span>
+</span><span id="Client-678"><a href="#Client-678"><span class="linenos">678</span></a><span class="sd">          acknowledgement is not sent within the timeout, all the unacknowledged</span>
+</span><span id="Client-679"><a href="#Client-679"><span class="linenos">679</span></a><span class="sd">          messages are redelivered.</span>
+</span><span id="Client-680"><a href="#Client-680"><span class="linenos">680</span></a><span class="sd">        * `negative_ack_redelivery_delay_ms`:</span>
+</span><span id="Client-681"><a href="#Client-681"><span class="linenos">681</span></a><span class="sd">           The delay after which to redeliver the messages that failed to be</span>
+</span><span id="Client-682"><a href="#Client-682"><span class="linenos">682</span></a><span class="sd">           processed (with the `consumer.negative_acknowledge()`)</span>
+</span><span id="Client-683"><a href="#Client-683"><span class="linenos">683</span></a><span class="sd">        * `broker_consumer_stats_cache_time_ms`:</span>
+</span><span id="Client-684"><a href="#Client-684"><span class="linenos">684</span></a><span class="sd">          Sets the time duration for which the broker-side consumer stats will</span>
+</span><span id="Client-685"><a href="#Client-685"><span class="linenos">685</span></a><span class="sd">          be cached in the client.</span>
+</span><span id="Client-686"><a href="#Client-686"><span class="linenos">686</span></a><span class="sd">        * `is_read_compacted`:</span>
+</span><span id="Client-687"><a href="#Client-687"><span class="linenos">687</span></a><span class="sd">          Selects whether to read the compacted version of the topic</span>
+</span><span id="Client-688"><a href="#Client-688"><span class="linenos">688</span></a><span class="sd">        * `properties`:</span>
+</span><span id="Client-689"><a href="#Client-689"><span class="linenos">689</span></a><span class="sd">          Sets the properties for the consumer. The properties associated with a consumer</span>
+</span><span id="Client-690"><a href="#Client-690"><span class="linenos">690</span></a><span class="sd">          can be used for identify a consumer at broker side.</span>
+</span><span id="Client-691"><a href="#Client-691"><span class="linenos">691</span></a><span class="sd">        * `pattern_auto_discovery_period`:</span>
+</span><span id="Client-692"><a href="#Client-692"><span class="linenos">692</span></a><span class="sd">          Periods of seconds for consumer to auto discover match topics.</span>
+</span><span id="Client-693"><a href="#Client-693"><span class="linenos">693</span></a><span class="sd">        * `initial_position`:</span>
+</span><span id="Client-694"><a href="#Client-694"><span class="linenos">694</span></a><span class="sd">          Set the initial position of a consumer  when subscribing to the topic.</span>
+</span><span id="Client-695"><a href="#Client-695"><span class="linenos">695</span></a><span class="sd">          It could be either: `InitialPosition.Earliest` or `InitialPosition.Latest`.</span>
+</span><span id="Client-696"><a href="#Client-696"><span class="linenos">696</span></a><span class="sd">          Default: `Latest`.</span>
+</span><span id="Client-697"><a href="#Client-697"><span class="linenos">697</span></a><span class="sd">        * crypto_key_reader:</span>
+</span><span id="Client-698"><a href="#Client-698"><span class="linenos">698</span></a><span class="sd">           Symmetric encryption class implementation, configuring public key encryption messages for the producer</span>
+</span><span id="Client-699"><a href="#Client-699"><span class="linenos">699</span></a><span class="sd">           and private key decryption messages for the consumer</span>
+</span><span id="Client-700"><a href="#Client-700"><span class="linenos">700</span></a><span class="sd">        * replicate_subscription_state_enabled:</span>
+</span><span id="Client-701"><a href="#Client-701"><span class="linenos">701</span></a><span class="sd">          Set whether the subscription status should be replicated.</span>
+</span><span id="Client-702"><a href="#Client-702"><span class="linenos">702</span></a><span class="sd">          Default: `False`.</span>
+</span><span id="Client-703"><a href="#Client-703"><span class="linenos">703</span></a><span class="sd">        &quot;&quot;&quot;</span>
+</span><span id="Client-704"><a href="#Client-704"><span class="linenos">704</span></a>        <span class="n">_check_type</span><span class="p">(</span><span class="nb">str</span><span class="p">,</span> <span class="n">subscription_name</span><span class="p">,</span> <span class="s1">&#39;subscription_name&#39;</span><span class="p">)</span>
+</span><span id="Client-705"><a href="#Client-705"><span class="linenos">705</span></a>        <span class="n">_check_type</span><span class="p">(</span><span class="n">ConsumerType</span><span class="p">,</span> <span class="n">consumer_type</span><span class="p">,</span> <span class="s1">&#39;consumer_type&#39;</span><span class="p">)</span>
+</span><span id="Client-706"><a href="#Client-706"><span class="linenos">706</span></a>        <span class="n">_check_type</span><span class="p">(</span><span class="n">_schema</span><span class="o">.</span><span class="n">Schema</span><span class="p">,</span> <span class="n">schema</span><span class="p">,</span> <span class="s1">&#39;schema&#39;</span><span class="p">)</span>
+</span><span id="Client-707"><a href="#Client-707"><span class="linenos">707</span></a>        <span class="n">_check_type</span><span class="p">(</span><span class="nb">int</span><span class="p">,</span> <span class="n">receiver_queue_size</span><span class="p">,</span> <span class="s1">&#39;receiver_queue_size&#39;</span><span class="p">)</span>
+</span><span id="Client-708"><a href="#Client-708"><span class="linenos">708</span></a>        <span class="n">_check_type</span><span class="p">(</span><span class="nb">int</span><span class="p">,</span> <span class="n">max_total_receiver_queue_size_across_partitions</span><span class="p">,</span>
+</span><span id="Client-709"><a href="#Client-709"><span class="linenos">709</span></a>                    <span class="s1">&#39;max_total_receiver_queue_size_across_partitions&#39;</span><span class="p">)</span>
+</span><span id="Client-710"><a href="#Client-710"><span class="linenos">710</span></a>        <span class="n">_check_type_or_none</span><span class="p">(</span><span class="nb">str</span><span class="p">,</span> <span class="n">consumer_name</span><span class="p">,</span> <span class="s1">&#39;consumer_name&#39;</span><span class="p">)</span>
+</span><span id="Client-711"><a href="#Client-711"><span class="linenos">711</span></a>        <span class="n">_check_type_or_none</span><span class="p">(</span><span class="nb">int</span><span class="p">,</span> <span class="n">unacked_messages_timeout_ms</span><span class="p">,</span> <span class="s1">&#39;unacked_messages_timeout_ms&#39;</span><span class="p">)</span>
+</span><span id="Client-712"><a href="#Client-712"><span class="linenos">712</span></a>        <span class="n">_check_type</span><span class="p">(</span><span class="nb">int</span><span class="p">,</span> <span class="n">broker_consumer_stats_cache_time_ms</span><span class="p">,</span> <span class="s1">&#39;broker_consumer_stats_cache_time_ms&#39;</span><span class="p">)</span>
+</span><span id="Client-713"><a href="#Client-713"><span class="linenos">713</span></a>        <span class="n">_check_type</span><span class="p">(</span><span class="nb">int</span><span class="p">,</span> <span class="n">negative_ack_redelivery_delay_ms</span><span class="p">,</span> <span class="s1">&#39;negative_ack_redelivery_delay_ms&#39;</span><span class="p">)</span>
+</span><span id="Client-714"><a href="#Client-714"><span class="linenos">714</span></a>        <span class="n">_check_type</span><span class="p">(</span><span class="nb">int</span><span class="p">,</span> <span class="n">pattern_auto_discovery_period</span><span class="p">,</span> <span class="s1">&#39;pattern_auto_discovery_period&#39;</span><span class="p">)</span>
+</span><span id="Client-715"><a href="#Client-715"><span class="linenos">715</span></a>        <span class="n">_check_type</span><span class="p">(</span><span class="nb">bool</span><span class="p">,</span> <span class="n">is_read_compacted</span><span class="p">,</span> <span class="s1">&#39;is_read_compacted&#39;</span><span class="p">)</span>
+</span><span id="Client-716"><a href="#Client-716"><span class="linenos">716</span></a>        <span class="n">_check_type_or_none</span><span class="p">(</span><span class="nb">dict</span><span class="p">,</span> <span class="n">properties</span><span class="p">,</span> <span class="s1">&#39;properties&#39;</span><span class="p">)</span>
+</span><span id="Client-717"><a href="#Client-717"><span class="linenos">717</span></a>        <span class="n">_check_type</span><span class="p">(</span><span class="n">InitialPosition</span><span class="p">,</span> <span class="n">initial_position</span><span class="p">,</span> <span class="s1">&#39;initial_position&#39;</span><span class="p">)</span>
+</span><span id="Client-718"><a href="#Client-718"><span class="linenos">718</span></a>        <span class="n">_check_type_or_none</span><span class="p">(</span><span class="n">CryptoKeyReader</span><span class="p">,</span> <span class="n">crypto_key_reader</span><span class="p">,</span> <span class="s1">&#39;crypto_key_reader&#39;</span><span class="p">)</span>
+</span><span id="Client-719"><a href="#Client-719"><span class="linenos">719</span></a>
+</span><span id="Client-720"><a href="#Client-720"><span class="linenos">720</span></a>        <span class="n">conf</span> <span class="o">=</span> <span class="n">_pulsar</span><span class="o">.</span><span class="n">ConsumerConfiguration</span><span class="p">()</span>
+</span><span id="Client-721"><a href="#Client-721"><span class="linenos">721</span></a>        <span class="n">conf</span><span class="o">.</span><span class="n">consumer_type</span><span class="p">(</span><span class="n">consumer_type</span><span class="p">)</span>
+</span><span id="Client-722"><a href="#Client-722"><span class="linenos">722</span></a>        <span class="n">conf</span><span class="o">.</span><span class="n">read_compacted</span><span class="p">(</span><span class="n">is_read_compacted</span><span class="p">)</span>
+</span><span id="Client-723"><a href="#Client-723"><span class="linenos">723</span></a>        <span class="k">if</span> <span class="n">message_listener</span><span class="p">:</span>
+</span><span id="Client-724"><a href="#Client-724"><span class="linenos">724</span></a>            <span class="n">conf</span><span class="o">.</span><span class="n">message_listener</span><span class="p">(</span><span class="n">_listener_wrapper</span><span class="p">(</span><span class="n">message_listener</span><span class="p">,</span> <span class="n">schema</span><span class="p">))</span>
+</span><span id="Client-725"><a href="#Client-725"><span class="linenos">725</span></a>        <span class="n">conf</span><span class="o">.</span><span class="n">receiver_queue_size</span><span class="p">(</span><span class="n">receiver_queue_size</span><span class="p">)</span>
+</span><span id="Client-726"><a href="#Client-726"><span class="linenos">726</span></a>        <span class="n">conf</span><span class="o">.</span><span class="n">max_total_receiver_queue_size_across_partitions</span><span class="p">(</span><span class="n">max_total_receiver_queue_size_across_partitions</span><span class="p">)</span>
+</span><span id="Client-727"><a href="#Client-727"><span class="linenos">727</span></a>        <span class="k">if</span> <span class="n">consumer_name</span><span class="p">:</span>
+</span><span id="Client-728"><a href="#Client-728"><span class="linenos">728</span></a>            <span class="n">conf</span><span class="o">.</span><span class="n">consumer_name</span><span class="p">(</span><span class="n">consumer_name</span><span class="p">)</span>
+</span><span id="Client-729"><a href="#Client-729"><span class="linenos">729</span></a>        <span class="k">if</span> <span class="n">unacked_messages_timeout_ms</span><span class="p">:</span>
+</span><span id="Client-730"><a href="#Client-730"><span class="linenos">730</span></a>            <span class="n">conf</span><span class="o">.</span><span class="n">unacked_messages_timeout_ms</span><span class="p">(</span><span class="n">unacked_messages_timeout_ms</span><span class="p">)</span>
+</span><span id="Client-731"><a href="#Client-731"><span class="linenos">731</span></a>
+</span><span id="Client-732"><a href="#Client-732"><span class="linenos">732</span></a>        <span class="n">conf</span><span class="o">.</span><span class="n">negative_ack_redelivery_delay_ms</span><span class="p">(</span><span class="n">negative_ack_redelivery_delay_ms</span><span class="p">)</span>
+</span><span id="Client-733"><a href="#Client-733"><span class="linenos">733</span></a>        <span class="n">conf</span><span class="o">.</span><span class="n">broker_consumer_stats_cache_time_ms</span><span class="p">(</span><span class="n">broker_consumer_stats_cache_time_ms</span><span class="p">)</span>
+</span><span id="Client-734"><a href="#Client-734"><span class="linenos">734</span></a>        <span class="k">if</span> <span class="n">properties</span><span class="p">:</span>
+</span><span id="Client-735"><a href="#Client-735"><span class="linenos">735</span></a>            <span class="k">for</span> <span class="n">k</span><span class="p">,</span> <span class="n">v</span> <span class="ow">in</span> <span class="n">properties</span><span class="o">.</span><span class="n">items</span><span class="p">():</span>
+</span><span id="Client-736"><a href="#Client-736"><span class="linenos">736</span></a>                <span class="n">conf</span><span class="o">.</span><span class="n">property</span><span class="p">(</span><span class="n">k</span><span class="p">,</span> <span class="n">v</span><span class="p">)</span>
+</span><span id="Client-737"><a href="#Client-737"><span class="linenos">737</span></a>        <span class="n">conf</span><span class="o">.</span><span class="n">subscription_initial_position</span><span class="p">(</span><span class="n">initial_position</span><span class="p">)</span>
+</span><span id="Client-738"><a href="#Client-738"><span class="linenos">738</span></a>
+</span><span id="Client-739"><a href="#Client-739"><span class="linenos">739</span></a>        <span class="n">conf</span><span class="o">.</span><span class="n">schema</span><span class="p">(</span><span class="n">schema</span><span class="o">.</span><span class="n">schema_info</span><span class="p">())</span>
+</span><span id="Client-740"><a href="#Client-740"><span class="linenos">740</span></a>
+</span><span id="Client-741"><a href="#Client-741"><span class="linenos">741</span></a>        <span class="k">if</span> <span class="n">crypto_key_reader</span><span class="p">:</span>
+</span><span id="Client-742"><a href="#Client-742"><span class="linenos">742</span></a>            <span class="n">conf</span><span class="o">.</span><span class="n">crypto_key_reader</span><span class="p">(</span><span class="n">crypto_key_reader</span><span class="o">.</span><span class="n">cryptoKeyReader</span><span class="p">)</span>
+</span><span id="Client-743"><a href="#Client-743"><span class="linenos">743</span></a>
+</span><span id="Client-744"><a href="#Client-744"><span class="linenos">744</span></a>        <span class="n">conf</span><span class="o">.</span><span class="n">replicate_subscription_state_enabled</span><span class="p">(</span><span class="n">replicate_subscription_state_enabled</span><span class="p">)</span>
+</span><span id="Client-745"><a href="#Client-745"><span class="linenos">745</span></a>
+</span><span id="Client-746"><a href="#Client-746"><span class="linenos">746</span></a>        <span class="n">c</span> <span class="o">=</span> <span class="n">Consumer</span><span class="p">()</span>
+</span><span id="Client-747"><a href="#Client-747"><span class="linenos">747</span></a>        <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">topic</span><span class="p">,</span> <span class="nb">str</span><span class="p">):</span>
+</span><span id="Client-748"><a href="#Client-748"><span class="linenos">748</span></a>            <span class="c1"># Single topic</span>
+</span><span id="Client-749"><a href="#Client-749"><span class="linenos">749</span></a>            <span class="n">c</span><span class="o">.</span><span class="n">_consumer</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_client</span><span class="o">.</span><span class="n">subscribe</span><span class="p">(</span><span class="n">topic</span><span class="p">,</span> <span class="n">subscription_name</span><span class="p">,</span> <span c [...]
+</span><span id="Client-750"><a href="#Client-750"><span class="linenos">750</span></a>        <span class="k">elif</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">topic</span><span class="p">,</span> <span class="nb">list</span><span class="p">):</span>
+</span><span id="Client-751"><a href="#Client-751"><span class="linenos">751</span></a>            <span class="c1"># List of topics</span>
+</span><span id="Client-752"><a href="#Client-752"><span class="linenos">752</span></a>            <span class="n">c</span><span class="o">.</span><span class="n">_consumer</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_client</span><span class="o">.</span><span class="n">subscribe_topics</span><span class="p">(</span><span class="n">topic</span><span class="p">,</span> <span class="n">subscription_name</span><span class="p">,</span>  [...]
+</span><span id="Client-753"><a href="#Client-753"><span class="linenos">753</span></a>        <span class="k">elif</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">topic</span><span class="p">,</span> <span class="n">_retype</span><span class="p">):</span>
+</span><span id="Client-754"><a href="#Client-754"><span class="linenos">754</span></a>            <span class="c1"># Regex pattern</span>
+</span><span id="Client-755"><a href="#Client-755"><span class="linenos">755</span></a>            <span class="n">c</span><span class="o">.</span><span class="n">_consumer</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_client</span><span class="o">.</span><span class="n">subscribe_pattern</span><span class="p">(</span><span class="n">topic</span><span class="o">.</span><span class="n">pattern</span><span class="p">,</span> <span clas [...]
+</span><span id="Client-756"><a href="#Client-756"><span class="linenos">756</span></a>        <span class="k">else</span><span class="p">:</span>
+</span><span id="Client-757"><a href="#Client-757"><span class="linenos">757</span></a>            <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span><span class="s2">&quot;Argument &#39;topic&#39; is expected to be of a type between (str, list, re.pattern)&quot;</span><span class="p">)</span>
+</span><span id="Client-758"><a href="#Client-758"><span class="linenos">758</span></a>
+</span><span id="Client-759"><a href="#Client-759"><span class="linenos">759</span></a>        <span class="n">c</span><span class="o">.</span><span class="n">_client</span> <span class="o">=</span> <span class="bp">self</span>
+</span><span id="Client-760"><a href="#Client-760"><span class="linenos">760</span></a>        <span class="n">c</span><span class="o">.</span><span class="n">_schema</span> <span class="o">=</span> <span class="n">schema</span>
+</span><span id="Client-761"><a href="#Client-761"><span class="linenos">761</span></a>        <span class="bp">self</span><span class="o">.</span><span class="n">_consumers</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">c</span><span class="p">)</span>
+</span><span id="Client-762"><a href="#Client-762"><span class="linenos">762</span></a>        <span class="k">return</span> <span class="n">c</span>
+</span><span id="Client-763"><a href="#Client-763"><span class="linenos">763</span></a>
+</span><span id="Client-764"><a href="#Client-764"><span class="linenos">764</span></a>    <span class="k">def</span> <span class="nf">create_reader</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">topic</span><span class="p">,</span> <span class="n">start_message_id</span><span class="p">,</span>
+</span><span id="Client-765"><a href="#Client-765"><span class="linenos">765</span></a>                      <span class="n">schema</span><span class="o">=</span><span class="n">schema</span><span class="o">.</span><span class="n">BytesSchema</span><span class="p">(),</span>
+</span><span id="Client-766"><a href="#Client-766"><span class="linenos">766</span></a>                      <span class="n">reader_listener</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+</span><span id="Client-767"><a href="#Client-767"><span class="linenos">767</span></a>                      <span class="n">receiver_queue_size</span><span class="o">=</span><span class="mi">1000</span><span class="p">,</span>
+</span><span id="Client-768"><a href="#Client-768"><span class="linenos">768</span></a>                      <span class="n">reader_name</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+</span><span id="Client-769"><a href="#Client-769"><span class="linenos">769</span></a>                      <span class="n">subscription_role_prefix</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+</span><span id="Client-770"><a href="#Client-770"><span class="linenos">770</span></a>                      <span class="n">is_read_compacted</span><span class="o">=</span><span class="kc">False</span><span class="p">,</span>
+</span><span id="Client-771"><a href="#Client-771"><span class="linenos">771</span></a>                      <span class="n">crypto_key_reader</span><span class="o">=</span><span class="kc">None</span>
+</span><span id="Client-772"><a href="#Client-772"><span class="linenos">772</span></a>                      <span class="p">):</span>
+</span><span id="Client-773"><a href="#Client-773"><span class="linenos">773</span></a>        <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="Client-774"><a href="#Client-774"><span class="linenos">774</span></a><span class="sd">        Create a reader on a particular topic</span>
+</span><span id="Client-775"><a href="#Client-775"><span class="linenos">775</span></a>
+</span><span id="Client-776"><a href="#Client-776"><span class="linenos">776</span></a><span class="sd">        **Args**</span>
+</span><span id="Client-777"><a href="#Client-777"><span class="linenos">777</span></a>
+</span><span id="Client-778"><a href="#Client-778"><span class="linenos">778</span></a><span class="sd">        * `topic`: The name of the topic.</span>
+</span><span id="Client-779"><a href="#Client-779"><span class="linenos">779</span></a><span class="sd">        * `start_message_id`: The initial reader positioning is done by specifying a message id.</span>
+</span><span id="Client-780"><a href="#Client-780"><span class="linenos">780</span></a><span class="sd">           The options are:</span>
+</span><span id="Client-781"><a href="#Client-781"><span class="linenos">781</span></a><span class="sd">            * `MessageId.earliest`: Start reading from the earliest message available in the topic</span>
+</span><span id="Client-782"><a href="#Client-782"><span class="linenos">782</span></a><span class="sd">            * `MessageId.latest`: Start reading from the end topic, only getting messages published</span>
+</span><span id="Client-783"><a href="#Client-783"><span class="linenos">783</span></a><span class="sd">               after the reader was created</span>
+</span><span id="Client-784"><a href="#Client-784"><span class="linenos">784</span></a><span class="sd">            * `MessageId`: When passing a particular message id, the reader will position itself on</span>
+</span><span id="Client-785"><a href="#Client-785"><span class="linenos">785</span></a><span class="sd">               that specific position. The first message to be read will be the message next to the</span>
+</span><span id="Client-786"><a href="#Client-786"><span class="linenos">786</span></a><span class="sd">               specified messageId. Message id can be serialized into a string and deserialized</span>
+</span><span id="Client-787"><a href="#Client-787"><span class="linenos">787</span></a><span class="sd">               back into a `MessageId` object:</span>
+</span><span id="Client-788"><a href="#Client-788"><span class="linenos">788</span></a>
+</span><span id="Client-789"><a href="#Client-789"><span class="linenos">789</span></a><span class="sd">                   # Serialize to string</span>
+</span><span id="Client-790"><a href="#Client-790"><span class="linenos">790</span></a><span class="sd">                   s = msg.message_id().serialize()</span>
+</span><span id="Client-791"><a href="#Client-791"><span class="linenos">791</span></a>
+</span><span id="Client-792"><a href="#Client-792"><span class="linenos">792</span></a><span class="sd">                   # Deserialize from string</span>
+</span><span id="Client-793"><a href="#Client-793"><span class="linenos">793</span></a><span class="sd">                   msg_id = MessageId.deserialize(s)</span>
+</span><span id="Client-794"><a href="#Client-794"><span class="linenos">794</span></a>
+</span><span id="Client-795"><a href="#Client-795"><span class="linenos">795</span></a><span class="sd">        **Options**</span>
+</span><span id="Client-796"><a href="#Client-796"><span class="linenos">796</span></a>
+</span><span id="Client-797"><a href="#Client-797"><span class="linenos">797</span></a><span class="sd">        * `schema`:</span>
+</span><span id="Client-798"><a href="#Client-798"><span class="linenos">798</span></a><span class="sd">           Define the schema of the data that will be received by this reader.</span>
+</span><span id="Client-799"><a href="#Client-799"><span class="linenos">799</span></a><span class="sd">        * `reader_listener`:</span>
+</span><span id="Client-800"><a href="#Client-800"><span class="linenos">800</span></a><span class="sd">          Sets a message listener for the reader. When the listener is set,</span>
+</span><span id="Client-801"><a href="#Client-801"><span class="linenos">801</span></a><span class="sd">          the application will receive messages through it. Calls to</span>
+</span><span id="Client-802"><a href="#Client-802"><span class="linenos">802</span></a><span class="sd">          `reader.read_next()` will not be allowed. The listener function needs</span>
+</span><span id="Client-803"><a href="#Client-803"><span class="linenos">803</span></a><span class="sd">          to accept (reader, message), for example:</span>
+</span><span id="Client-804"><a href="#Client-804"><span class="linenos">804</span></a>
+</span><span id="Client-805"><a href="#Client-805"><span class="linenos">805</span></a><span class="sd">                def my_listener(reader, message):</span>
+</span><span id="Client-806"><a href="#Client-806"><span class="linenos">806</span></a><span class="sd">                    # process message</span>
+</span><span id="Client-807"><a href="#Client-807"><span class="linenos">807</span></a><span class="sd">                    pass</span>
+</span><span id="Client-808"><a href="#Client-808"><span class="linenos">808</span></a>
+</span><span id="Client-809"><a href="#Client-809"><span class="linenos">809</span></a><span class="sd">        * `receiver_queue_size`:</span>
+</span><span id="Client-810"><a href="#Client-810"><span class="linenos">810</span></a><span class="sd">          Sets the size of the reader receive queue. The reader receive</span>
+</span><span id="Client-811"><a href="#Client-811"><span class="linenos">811</span></a><span class="sd">          queue controls how many messages can be accumulated by the reader</span>
+</span><span id="Client-812"><a href="#Client-812"><span class="linenos">812</span></a><span class="sd">          before the application calls `read_next()`. Using a higher value could</span>
+</span><span id="Client-813"><a href="#Client-813"><span class="linenos">813</span></a><span class="sd">          potentially increase the reader throughput at the expense of higher</span>
+</span><span id="Client-814"><a href="#Client-814"><span class="linenos">814</span></a><span class="sd">          memory utilization.</span>
+</span><span id="Client-815"><a href="#Client-815"><span class="linenos">815</span></a><span class="sd">        * `reader_name`:</span>
+</span><span id="Client-816"><a href="#Client-816"><span class="linenos">816</span></a><span class="sd">          Sets the reader name.</span>
+</span><span id="Client-817"><a href="#Client-817"><span class="linenos">817</span></a><span class="sd">        * `subscription_role_prefix`:</span>
+</span><span id="Client-818"><a href="#Client-818"><span class="linenos">818</span></a><span class="sd">          Sets the subscription role prefix.</span>
+</span><span id="Client-819"><a href="#Client-819"><span class="linenos">819</span></a><span class="sd">        * `is_read_compacted`:</span>
+</span><span id="Client-820"><a href="#Client-820"><span class="linenos">820</span></a><span class="sd">          Selects whether to read the compacted version of the topic</span>
+</span><span id="Client-821"><a href="#Client-821"><span class="linenos">821</span></a><span class="sd">        * crypto_key_reader:</span>
+</span><span id="Client-822"><a href="#Client-822"><span class="linenos">822</span></a><span class="sd">           Symmetric encryption class implementation, configuring public key encryption messages for the producer</span>
+</span><span id="Client-823"><a href="#Client-823"><span class="linenos">823</span></a><span class="sd">           and private key decryption messages for the consumer</span>
+</span><span id="Client-824"><a href="#Client-824"><span class="linenos">824</span></a><span class="sd">        &quot;&quot;&quot;</span>
+</span><span id="Client-825"><a href="#Client-825"><span class="linenos">825</span></a>        <span class="n">_check_type</span><span class="p">(</span><span class="nb">str</span><span class="p">,</span> <span class="n">topic</span><span class="p">,</span> <span class="s1">&#39;topic&#39;</span><span class="p">)</span>
+</span><span id="Client-826"><a href="#Client-826"><span class="linenos">826</span></a>        <span class="n">_check_type</span><span class="p">(</span><span class="n">_pulsar</span><span class="o">.</span><span class="n">MessageId</span><span class="p">,</span> <span class="n">start_message_id</span><span class="p">,</span> <span class="s1">&#39;start_message_id&#39;</span><span class="p">)</span>
+</span><span id="Client-827"><a href="#Client-827"><span class="linenos">827</span></a>        <span class="n">_check_type</span><span class="p">(</span><span class="n">_schema</span><span class="o">.</span><span class="n">Schema</span><span class="p">,</span> <span class="n">schema</span><span class="p">,</span> <span class="s1">&#39;schema&#39;</span><span class="p">)</span>
+</span><span id="Client-828"><a href="#Client-828"><span class="linenos">828</span></a>        <span class="n">_check_type</span><span class="p">(</span><span class="nb">int</span><span class="p">,</span> <span class="n">receiver_queue_size</span><span class="p">,</span> <span class="s1">&#39;receiver_queue_size&#39;</span><span class="p">)</span>
+</span><span id="Client-829"><a href="#Client-829"><span class="linenos">829</span></a>        <span class="n">_check_type_or_none</span><span class="p">(</span><span class="nb">str</span><span class="p">,</span> <span class="n">reader_name</span><span class="p">,</span> <span class="s1">&#39;reader_name&#39;</span><span class="p">)</span>
+</span><span id="Client-830"><a href="#Client-830"><span class="linenos">830</span></a>        <span class="n">_check_type_or_none</span><span class="p">(</span><span class="nb">str</span><span class="p">,</span> <span class="n">subscription_role_prefix</span><span class="p">,</span> <span class="s1">&#39;subscription_role_prefix&#39;</span><span class="p">)</span>
+</span><span id="Client-831"><a href="#Client-831"><span class="linenos">831</span></a>        <span class="n">_check_type</span><span class="p">(</span><span class="nb">bool</span><span class="p">,</span> <span class="n">is_read_compacted</span><span class="p">,</span> <span class="s1">&#39;is_read_compacted&#39;</span><span class="p">)</span>
+</span><span id="Client-832"><a href="#Client-832"><span class="linenos">832</span></a>        <span class="n">_check_type_or_none</span><span class="p">(</span><span class="n">CryptoKeyReader</span><span class="p">,</span> <span class="n">crypto_key_reader</span><span class="p">,</span> <span class="s1">&#39;crypto_key_reader&#39;</span><span class="p">)</span>
+</span><span id="Client-833"><a href="#Client-833"><span class="linenos">833</span></a>
+</span><span id="Client-834"><a href="#Client-834"><span class="linenos">834</span></a>        <span class="n">conf</span> <span class="o">=</span> <span class="n">_pulsar</span><span class="o">.</span><span class="n">ReaderConfiguration</span><span class="p">()</span>
+</span><span id="Client-835"><a href="#Client-835"><span class="linenos">835</span></a>        <span class="k">if</span> <span class="n">reader_listener</span><span class="p">:</span>
+</span><span id="Client-836"><a href="#Client-836"><span class="linenos">836</span></a>            <span class="n">conf</span><span class="o">.</span><span class="n">reader_listener</span><span class="p">(</span><span class="n">_listener_wrapper</span><span class="p">(</span><span class="n">reader_listener</span><span class="p">,</span> <span class="n">schema</span><span class="p">))</span>
+</span><span id="Client-837"><a href="#Client-837"><span class="linenos">837</span></a>        <span class="n">conf</span><span class="o">.</span><span class="n">receiver_queue_size</span><span class="p">(</span><span class="n">receiver_queue_size</span><span class="p">)</span>
+</span><span id="Client-838"><a href="#Client-838"><span class="linenos">838</span></a>        <span class="k">if</span> <span class="n">reader_name</span><span class="p">:</span>
+</span><span id="Client-839"><a href="#Client-839"><span class="linenos">839</span></a>            <span class="n">conf</span><span class="o">.</span><span class="n">reader_name</span><span class="p">(</span><span class="n">reader_name</span><span class="p">)</span>
+</span><span id="Client-840"><a href="#Client-840"><span class="linenos">840</span></a>        <span class="k">if</span> <span class="n">subscription_role_prefix</span><span class="p">:</span>
+</span><span id="Client-841"><a href="#Client-841"><span class="linenos">841</span></a>            <span class="n">conf</span><span class="o">.</span><span class="n">subscription_role_prefix</span><span class="p">(</span><span class="n">subscription_role_prefix</span><span class="p">)</span>
+</span><span id="Client-842"><a href="#Client-842"><span class="linenos">842</span></a>        <span class="n">conf</span><span class="o">.</span><span class="n">schema</span><span class="p">(</span><span class="n">schema</span><span class="o">.</span><span class="n">schema_info</span><span class="p">())</span>
+</span><span id="Client-843"><a href="#Client-843"><span class="linenos">843</span></a>        <span class="n">conf</span><span class="o">.</span><span class="n">read_compacted</span><span class="p">(</span><span class="n">is_read_compacted</span><span class="p">)</span>
+</span><span id="Client-844"><a href="#Client-844"><span class="linenos">844</span></a>        <span class="k">if</span> <span class="n">crypto_key_reader</span><span class="p">:</span>
+</span><span id="Client-845"><a href="#Client-845"><span class="linenos">845</span></a>            <span class="n">conf</span><span class="o">.</span><span class="n">crypto_key_reader</span><span class="p">(</span><span class="n">crypto_key_reader</span><span class="o">.</span><span class="n">cryptoKeyReader</span><span class="p">)</span>
+</span><span id="Client-846"><a href="#Client-846"><span class="linenos">846</span></a>
+</span><span id="Client-847"><a href="#Client-847"><span class="linenos">847</span></a>        <span class="n">c</span> <span class="o">=</span> <span class="n">Reader</span><span class="p">()</span>
+</span><span id="Client-848"><a href="#Client-848"><span class="linenos">848</span></a>        <span class="n">c</span><span class="o">.</span><span class="n">_reader</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_client</span><span class="o">.</span><span class="n">create_reader</span><span class="p">(</span><span class="n">topic</span><span class="p">,</span> <span class="n">start_message_id</span><span class="p">,</span> <span clas [...]
+</span><span id="Client-849"><a href="#Client-849"><span class="linenos">849</span></a>        <span class="n">c</span><span class="o">.</span><span class="n">_client</span> <span class="o">=</span> <span class="bp">self</span>
+</span><span id="Client-850"><a href="#Client-850"><span class="linenos">850</span></a>        <span class="n">c</span><span class="o">.</span><span class="n">_schema</span> <span class="o">=</span> <span class="n">schema</span>
+</span><span id="Client-851"><a href="#Client-851"><span class="linenos">851</span></a>        <span class="bp">self</span><span class="o">.</span><span class="n">_consumers</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">c</span><span class="p">)</span>
+</span><span id="Client-852"><a href="#Client-852"><span class="linenos">852</span></a>        <span class="k">return</span> <span class="n">c</span>
+</span><span id="Client-853"><a href="#Client-853"><span class="linenos">853</span></a>
+</span><span id="Client-854"><a href="#Client-854"><span class="linenos">854</span></a>    <span class="k">def</span> <span class="nf">get_topic_partitions</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">topic</span><span class="p">):</span>
+</span><span id="Client-855"><a href="#Client-855"><span class="linenos">855</span></a>        <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="Client-856"><a href="#Client-856"><span class="linenos">856</span></a><span class="sd">        Get the list of partitions for a given topic.</span>
+</span><span id="Client-857"><a href="#Client-857"><span class="linenos">857</span></a>
+</span><span id="Client-858"><a href="#Client-858"><span class="linenos">858</span></a><span class="sd">        If the topic is partitioned, this will return a list of partition names. If the topic is not</span>
+</span><span id="Client-859"><a href="#Client-859"><span class="linenos">859</span></a><span class="sd">        partitioned, the returned list will contain the topic name itself.</span>
+</span><span id="Client-860"><a href="#Client-860"><span class="linenos">860</span></a>
+</span><span id="Client-861"><a href="#Client-861"><span class="linenos">861</span></a><span class="sd">        This can be used to discover the partitions and create Reader, Consumer or Producer</span>
+</span><span id="Client-862"><a href="#Client-862"><span class="linenos">862</span></a><span class="sd">        instances directly on a particular partition.</span>
+</span><span id="Client-863"><a href="#Client-863"><span class="linenos">863</span></a><span class="sd">        :param topic: the topic name to lookup</span>
+</span><span id="Client-864"><a href="#Client-864"><span class="linenos">864</span></a><span class="sd">        :return: a list of partition name</span>
+</span><span id="Client-865"><a href="#Client-865"><span class="linenos">865</span></a><span class="sd">        &quot;&quot;&quot;</span>
+</span><span id="Client-866"><a href="#Client-866"><span class="linenos">866</span></a>        <span class="n">_check_type</span><span class="p">(</span><span class="nb">str</span><span class="p">,</span> <span class="n">topic</span><span class="p">,</span> <span class="s1">&#39;topic&#39;</span><span class="p">)</span>
+</span><span id="Client-867"><a href="#Client-867"><span class="linenos">867</span></a>        <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_client</span><span class="o">.</span><span class="n">get_topic_partitions</span><span class="p">(</span><span class="n">topic</span><span class="p">)</span>
+</span><span id="Client-868"><a href="#Client-868"><span class="linenos">868</span></a>
+</span><span id="Client-869"><a href="#Client-869"><span class="linenos">869</span></a>    <span class="k">def</span> <span class="nf">shutdown</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="Client-870"><a href="#Client-870"><span class="linenos">870</span></a>        <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="Client-871"><a href="#Client-871"><span class="linenos">871</span></a><span class="sd">        Perform immediate shutdown of Pulsar client.</span>
+</span><span id="Client-872"><a href="#Client-872"><span class="linenos">872</span></a>
+</span><span id="Client-873"><a href="#Client-873"><span class="linenos">873</span></a><span class="sd">        Release all resources and close all producer, consumer, and readers without waiting</span>
+</span><span id="Client-874"><a href="#Client-874"><span class="linenos">874</span></a><span class="sd">        for ongoing operations to complete.</span>
+</span><span id="Client-875"><a href="#Client-875"><span class="linenos">875</span></a><span class="sd">        &quot;&quot;&quot;</span>
+</span><span id="Client-876"><a href="#Client-876"><span class="linenos">876</span></a>        <span class="bp">self</span><span class="o">.</span><span class="n">_client</span><span class="o">.</span><span class="n">shutdown</span><span class="p">()</span>
+</span><span id="Client-877"><a href="#Client-877"><span class="linenos">877</span></a>
+</span><span id="Client-878"><a href="#Client-878"><span class="linenos">878</span></a>    <span class="k">def</span> <span class="nf">close</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="Client-879"><a href="#Client-879"><span class="linenos">879</span></a>        <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="Client-880"><a href="#Client-880"><span class="linenos">880</span></a><span class="sd">        Close the client and all the associated producers and consumers</span>
+</span><span id="Client-881"><a href="#Client-881"><span class="linenos">881</span></a><span class="sd">        &quot;&quot;&quot;</span>
+</span><span id="Client-882"><a href="#Client-882"><span class="linenos">882</span></a>        <span class="bp">self</span><span class="o">.</span><span class="n">_client</span><span class="o">.</span><span class="n">close</span><span class="p">()</span>
+</span></pre></div>
+
+
+            <div class="docstring"><p>The Pulsar client. A single client instance can be used to create producers
+and consumers on multiple topics.</p>
+
+<p>The client will share the same connection pool and threads across all
+producers and consumers.</p>
+</div>
+
+
+                            <div id="Client.__init__" class="classattr">
+                                        <input id="Client.__init__-view-source" class="view-source-toggle-state" type="checkbox" aria-hidden="true" tabindex="-1">
+<div class="attr function">
+            
+        <span class="name">Client</span><span class="signature pdoc-code multiline">(<span class="param">	<span class="n">service_url</span>,</span><span class="param">	<span class="n">authentication</span><span class="o">=</span><span class="kc">None</span>,</span><span class="param">	<span class="n">operation_timeout_seconds</span><span class="o">=</span><span class="mi">30</span>,</span><span class="param">	<span class="n">io_threads</span><span class="o">=</span><span class="mi">1</s [...]
+
+                <label class="view-source-button" for="Client.__init__-view-source"><span>View Source</span></label>
+
+    </div>
+    <a class="headerlink" href="#Client.__init__"></a>
+            <div class="pdoc-code codehilite"><pre><span></span><span id="Client.__init__-356"><a href="#Client.__init__-356"><span class="linenos">356</span></a>    <span class="k">def</span> <span class="fm">__init__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">service_url</span><span class="p">,</span>
+</span><span id="Client.__init__-357"><a href="#Client.__init__-357"><span class="linenos">357</span></a>                 <span class="n">authentication</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+</span><span id="Client.__init__-358"><a href="#Client.__init__-358"><span class="linenos">358</span></a>                 <span class="n">operation_timeout_seconds</span><span class="o">=</span><span class="mi">30</span><span class="p">,</span>
+</span><span id="Client.__init__-359"><a href="#Client.__init__-359"><span class="linenos">359</span></a>                 <span class="n">io_threads</span><span class="o">=</span><span class="mi">1</span><span class="p">,</span>
+</span><span id="Client.__init__-360"><a href="#Client.__init__-360"><span class="linenos">360</span></a>                 <span class="n">message_listener_threads</span><span class="o">=</span><span class="mi">1</span><span class="p">,</span>
+</span><span id="Client.__init__-361"><a href="#Client.__init__-361"><span class="linenos">361</span></a>                 <span class="n">concurrent_lookup_requests</span><span class="o">=</span><span class="mi">50000</span><span class="p">,</span>
+</span><span id="Client.__init__-362"><a href="#Client.__init__-362"><span class="linenos">362</span></a>                 <span class="n">log_conf_file_path</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+</span><span id="Client.__init__-363"><a href="#Client.__init__-363"><span class="linenos">363</span></a>                 <span class="n">use_tls</span><span class="o">=</span><span class="kc">False</span><span class="p">,</span>
+</span><span id="Client.__init__-364"><a href="#Client.__init__-364"><span class="linenos">364</span></a>                 <span class="n">tls_trust_certs_file_path</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+</span><span id="Client.__init__-365"><a href="#Client.__init__-365"><span class="linenos">365</span></a>                 <span class="n">tls_allow_insecure_connection</span><span class="o">=</span><span class="kc">False</span><span class="p">,</span>
+</span><span id="Client.__init__-366"><a href="#Client.__init__-366"><span class="linenos">366</span></a>                 <span class="n">tls_validate_hostname</span><span class="o">=</span><span class="kc">False</span><span class="p">,</span>
+</span><span id="Client.__init__-367"><a href="#Client.__init__-367"><span class="linenos">367</span></a>                 <span class="n">logger</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+</span><span id="Client.__init__-368"><a href="#Client.__init__-368"><span class="linenos">368</span></a>                 <span class="n">connection_timeout_ms</span><span class="o">=</span><span class="mi">10000</span><span class="p">,</span>
+</span><span id="Client.__init__-369"><a href="#Client.__init__-369"><span class="linenos">369</span></a>                 <span class="p">):</span>
+</span><span id="Client.__init__-370"><a href="#Client.__init__-370"><span class="linenos">370</span></a>        <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="Client.__init__-371"><a href="#Client.__init__-371"><span class="linenos">371</span></a><span class="sd">        Create a new Pulsar client instance.</span>
+</span><span id="Client.__init__-372"><a href="#Client.__init__-372"><span class="linenos">372</span></a>
+</span><span id="Client.__init__-373"><a href="#Client.__init__-373"><span class="linenos">373</span></a><span class="sd">        **Args**</span>
+</span><span id="Client.__init__-374"><a href="#Client.__init__-374"><span class="linenos">374</span></a>
+</span><span id="Client.__init__-375"><a href="#Client.__init__-375"><span class="linenos">375</span></a><span class="sd">        * `service_url`: The Pulsar service url eg: pulsar://my-broker.com:6650/</span>
+</span><span id="Client.__init__-376"><a href="#Client.__init__-376"><span class="linenos">376</span></a>
+</span><span id="Client.__init__-377"><a href="#Client.__init__-377"><span class="linenos">377</span></a><span class="sd">        **Options**</span>
+</span><span id="Client.__init__-378"><a href="#Client.__init__-378"><span class="linenos">378</span></a>
+</span><span id="Client.__init__-379"><a href="#Client.__init__-379"><span class="linenos">379</span></a><span class="sd">        * `authentication`:</span>
+</span><span id="Client.__init__-380"><a href="#Client.__init__-380"><span class="linenos">380</span></a><span class="sd">          Set the authentication provider to be used with the broker. For example:</span>
+</span><span id="Client.__init__-381"><a href="#Client.__init__-381"><span class="linenos">381</span></a><span class="sd">          `AuthenticationTls`, AuthenticaionToken, `AuthenticationAthenz`or `AuthenticationOauth2`</span>
+</span><span id="Client.__init__-382"><a href="#Client.__init__-382"><span class="linenos">382</span></a><span class="sd">        * `operation_timeout_seconds`:</span>
+</span><span id="Client.__init__-383"><a href="#Client.__init__-383"><span class="linenos">383</span></a><span class="sd">          Set timeout on client operations (subscribe, create producer, close,</span>
+</span><span id="Client.__init__-384"><a href="#Client.__init__-384"><span class="linenos">384</span></a><span class="sd">          unsubscribe).</span>
+</span><span id="Client.__init__-385"><a href="#Client.__init__-385"><span class="linenos">385</span></a><span class="sd">        * `io_threads`:</span>
+</span><span id="Client.__init__-386"><a href="#Client.__init__-386"><span class="linenos">386</span></a><span class="sd">          Set the number of IO threads to be used by the Pulsar client.</span>
+</span><span id="Client.__init__-387"><a href="#Client.__init__-387"><span class="linenos">387</span></a><span class="sd">        * `message_listener_threads`:</span>
+</span><span id="Client.__init__-388"><a href="#Client.__init__-388"><span class="linenos">388</span></a><span class="sd">          Set the number of threads to be used by the Pulsar client when</span>
+</span><span id="Client.__init__-389"><a href="#Client.__init__-389"><span class="linenos">389</span></a><span class="sd">          delivering messages through message listener. The default is 1 thread</span>
+</span><span id="Client.__init__-390"><a href="#Client.__init__-390"><span class="linenos">390</span></a><span class="sd">          per Pulsar client. If using more than 1 thread, messages for distinct</span>
+</span><span id="Client.__init__-391"><a href="#Client.__init__-391"><span class="linenos">391</span></a><span class="sd">          `message_listener`s will be delivered in different threads, however a</span>
+</span><span id="Client.__init__-392"><a href="#Client.__init__-392"><span class="linenos">392</span></a><span class="sd">          single `MessageListener` will always be assigned to the same thread.</span>
+</span><span id="Client.__init__-393"><a href="#Client.__init__-393"><span class="linenos">393</span></a><span class="sd">        * `concurrent_lookup_requests`:</span>
+</span><span id="Client.__init__-394"><a href="#Client.__init__-394"><span class="linenos">394</span></a><span class="sd">          Number of concurrent lookup-requests allowed on each broker connection</span>
+</span><span id="Client.__init__-395"><a href="#Client.__init__-395"><span class="linenos">395</span></a><span class="sd">          to prevent overload on the broker.</span>
+</span><span id="Client.__init__-396"><a href="#Client.__init__-396"><span class="linenos">396</span></a><span class="sd">        * `log_conf_file_path`:</span>
+</span><span id="Client.__init__-397"><a href="#Client.__init__-397"><span class="linenos">397</span></a><span class="sd">          Initialize log4cxx from a configuration file.</span>
+</span><span id="Client.__init__-398"><a href="#Client.__init__-398"><span class="linenos">398</span></a><span class="sd">        * `use_tls`:</span>
+</span><span id="Client.__init__-399"><a href="#Client.__init__-399"><span class="linenos">399</span></a><span class="sd">          Configure whether to use TLS encryption on the connection. This setting</span>
+</span><span id="Client.__init__-400"><a href="#Client.__init__-400"><span class="linenos">400</span></a><span class="sd">          is deprecated. TLS will be automatically enabled if the `serviceUrl` is</span>
+</span><span id="Client.__init__-401"><a href="#Client.__init__-401"><span class="linenos">401</span></a><span class="sd">          set to `pulsar+ssl://` or `https://`</span>
+</span><span id="Client.__init__-402"><a href="#Client.__init__-402"><span class="linenos">402</span></a><span class="sd">        * `tls_trust_certs_file_path`:</span>
+</span><span id="Client.__init__-403"><a href="#Client.__init__-403"><span class="linenos">403</span></a><span class="sd">          Set the path to the trusted TLS certificate file. If empty defaults to</span>
+</span><span id="Client.__init__-404"><a href="#Client.__init__-404"><span class="linenos">404</span></a><span class="sd">          certifi.</span>
+</span><span id="Client.__init__-405"><a href="#Client.__init__-405"><span class="linenos">405</span></a><span class="sd">        * `tls_allow_insecure_connection`:</span>
+</span><span id="Client.__init__-406"><a href="#Client.__init__-406"><span class="linenos">406</span></a><span class="sd">          Configure whether the Pulsar client accepts untrusted TLS certificates</span>
+</span><span id="Client.__init__-407"><a href="#Client.__init__-407"><span class="linenos">407</span></a><span class="sd">          from the broker.</span>
+</span><span id="Client.__init__-408"><a href="#Client.__init__-408"><span class="linenos">408</span></a><span class="sd">        * `tls_validate_hostname`:</span>
+</span><span id="Client.__init__-409"><a href="#Client.__init__-409"><span class="linenos">409</span></a><span class="sd">          Configure whether the Pulsar client validates that the hostname of the</span>
+</span><span id="Client.__init__-410"><a href="#Client.__init__-410"><span class="linenos">410</span></a><span class="sd">          endpoint, matches the common name on the TLS certificate presented by</span>
+</span><span id="Client.__init__-411"><a href="#Client.__init__-411"><span class="linenos">411</span></a><span class="sd">          the endpoint.</span>
+</span><span id="Client.__init__-412"><a href="#Client.__init__-412"><span class="linenos">412</span></a><span class="sd">        * `logger`:</span>
+</span><span id="Client.__init__-413"><a href="#Client.__init__-413"><span class="linenos">413</span></a><span class="sd">          Set a Python logger for this Pulsar client. Should be an instance of `logging.Logger`.</span>
+</span><span id="Client.__init__-414"><a href="#Client.__init__-414"><span class="linenos">414</span></a><span class="sd">        * `connection_timeout_ms`:</span>
+</span><span id="Client.__init__-415"><a href="#Client.__init__-415"><span class="linenos">415</span></a><span class="sd">          Set timeout in milliseconds on TCP connections.</span>
+</span><span id="Client.__init__-416"><a href="#Client.__init__-416"><span class="linenos">416</span></a><span class="sd">        &quot;&quot;&quot;</span>
+</span><span id="Client.__init__-417"><a href="#Client.__init__-417"><span class="linenos">417</span></a>        <span class="n">_check_type</span><span class="p">(</span><span class="nb">str</span><span class="p">,</span> <span class="n">service_url</span><span class="p">,</span> <span class="s1">&#39;service_url&#39;</span><span class="p">)</span>
+</span><span id="Client.__init__-418"><a href="#Client.__init__-418"><span class="linenos">418</span></a>        <span class="n">_check_type_or_none</span><span class="p">(</span><span class="n">Authentication</span><span class="p">,</span> <span class="n">authentication</span><span class="p">,</span> <span class="s1">&#39;authentication&#39;</span><span class="p">)</span>
+</span><span id="Client.__init__-419"><a href="#Client.__init__-419"><span class="linenos">419</span></a>        <span class="n">_check_type</span><span class="p">(</span><span class="nb">int</span><span class="p">,</span> <span class="n">operation_timeout_seconds</span><span class="p">,</span> <span class="s1">&#39;operation_timeout_seconds&#39;</span><span class="p">)</span>
+</span><span id="Client.__init__-420"><a href="#Client.__init__-420"><span class="linenos">420</span></a>        <span class="n">_check_type</span><span class="p">(</span><span class="nb">int</span><span class="p">,</span> <span class="n">connection_timeout_ms</span><span class="p">,</span> <span class="s1">&#39;connection_timeout_ms&#39;</span><span class="p">)</span>
+</span><span id="Client.__init__-421"><a href="#Client.__init__-421"><span class="linenos">421</span></a>        <span class="n">_check_type</span><span class="p">(</span><span class="nb">int</span><span class="p">,</span> <span class="n">io_threads</span><span class="p">,</span> <span class="s1">&#39;io_threads&#39;</span><span class="p">)</span>
+</span><span id="Client.__init__-422"><a href="#Client.__init__-422"><span class="linenos">422</span></a>        <span class="n">_check_type</span><span class="p">(</span><span class="nb">int</span><span class="p">,</span> <span class="n">message_listener_threads</span><span class="p">,</span> <span class="s1">&#39;message_listener_threads&#39;</span><span class="p">)</span>
+</span><span id="Client.__init__-423"><a href="#Client.__init__-423"><span class="linenos">423</span></a>        <span class="n">_check_type</span><span class="p">(</span><span class="nb">int</span><span class="p">,</span> <span class="n">concurrent_lookup_requests</span><span class="p">,</span> <span class="s1">&#39;concurrent_lookup_requests&#39;</span><span class="p">)</span>
+</span><span id="Client.__init__-424"><a href="#Client.__init__-424"><span class="linenos">424</span></a>        <span class="n">_check_type_or_none</span><span class="p">(</span><span class="nb">str</span><span class="p">,</span> <span class="n">log_conf_file_path</span><span class="p">,</span> <span class="s1">&#39;log_conf_file_path&#39;</span><span class="p">)</span>
+</span><span id="Client.__init__-425"><a href="#Client.__init__-425"><span class="linenos">425</span></a>        <span class="n">_check_type</span><span class="p">(</span><span class="nb">bool</span><span class="p">,</span> <span class="n">use_tls</span><span class="p">,</span> <span class="s1">&#39;use_tls&#39;</span><span class="p">)</span>
+</span><span id="Client.__init__-426"><a href="#Client.__init__-426"><span class="linenos">426</span></a>        <span class="n">_check_type_or_none</span><span class="p">(</span><span class="nb">str</span><span class="p">,</span> <span class="n">tls_trust_certs_file_path</span><span class="p">,</span> <span class="s1">&#39;tls_trust_certs_file_path&#39;</span><span class="p">)</span>
+</span><span id="Client.__init__-427"><a href="#Client.__init__-427"><span class="linenos">427</span></a>        <span class="n">_check_type</span><span class="p">(</span><span class="nb">bool</span><span class="p">,</span> <span class="n">tls_allow_insecure_connection</span><span class="p">,</span> <span class="s1">&#39;tls_allow_insecure_connection&#39;</span><span class="p">)</span>
+</span><span id="Client.__init__-428"><a href="#Client.__init__-428"><span class="linenos">428</span></a>        <span class="n">_check_type</span><span class="p">(</span><span class="nb">bool</span><span class="p">,</span> <span class="n">tls_validate_hostname</span><span class="p">,</span> <span class="s1">&#39;tls_validate_hostname&#39;</span><span class="p">)</span>
+</span><span id="Client.__init__-429"><a href="#Client.__init__-429"><span class="linenos">429</span></a>        <span class="n">_check_type_or_none</span><span class="p">(</span><span class="n">logging</span><span class="o">.</span><span class="n">Logger</span><span class="p">,</span> <span class="n">logger</span><span class="p">,</span> <span class="s1">&#39;logger&#39;</span><span class="p">)</span>
+</span><span id="Client.__init__-430"><a href="#Client.__init__-430"><span class="linenos">430</span></a>
+</span><span id="Client.__init__-431"><a href="#Client.__init__-431"><span class="linenos">431</span></a>        <span class="n">conf</span> <span class="o">=</span> <span class="n">_pulsar</span><span class="o">.</span><span class="n">ClientConfiguration</span><span class="p">()</span>
+</span><span id="Client.__init__-432"><a href="#Client.__init__-432"><span class="linenos">432</span></a>        <span class="k">if</span> <span class="n">authentication</span><span class="p">:</span>
+</span><span id="Client.__init__-433"><a href="#Client.__init__-433"><span class="linenos">433</span></a>            <span class="n">conf</span><span class="o">.</span><span class="n">authentication</span><span class="p">(</span><span class="n">authentication</span><span class="o">.</span><span class="n">auth</span><span class="p">)</span>
+</span><span id="Client.__init__-434"><a href="#Client.__init__-434"><span class="linenos">434</span></a>        <span class="n">conf</span><span class="o">.</span><span class="n">operation_timeout_seconds</span><span class="p">(</span><span class="n">operation_timeout_seconds</span><span class="p">)</span>
+</span><span id="Client.__init__-435"><a href="#Client.__init__-435"><span class="linenos">435</span></a>        <span class="n">conf</span><span class="o">.</span><span class="n">connection_timeout</span><span class="p">(</span><span class="n">connection_timeout_ms</span><span class="p">)</span>
+</span><span id="Client.__init__-436"><a href="#Client.__init__-436"><span class="linenos">436</span></a>        <span class="n">conf</span><span class="o">.</span><span class="n">io_threads</span><span class="p">(</span><span class="n">io_threads</span><span class="p">)</span>
+</span><span id="Client.__init__-437"><a href="#Client.__init__-437"><span class="linenos">437</span></a>        <span class="n">conf</span><span class="o">.</span><span class="n">message_listener_threads</span><span class="p">(</span><span class="n">message_listener_threads</span><span class="p">)</span>
+</span><span id="Client.__init__-438"><a href="#Client.__init__-438"><span class="linenos">438</span></a>        <span class="n">conf</span><span class="o">.</span><span class="n">concurrent_lookup_requests</span><span class="p">(</span><span class="n">concurrent_lookup_requests</span><span class="p">)</span>
+</span><span id="Client.__init__-439"><a href="#Client.__init__-439"><span class="linenos">439</span></a>        <span class="k">if</span> <span class="n">log_conf_file_path</span><span class="p">:</span>
+</span><span id="Client.__init__-440"><a href="#Client.__init__-440"><span class="linenos">440</span></a>            <span class="n">conf</span><span class="o">.</span><span class="n">log_conf_file_path</span><span class="p">(</span><span class="n">log_conf_file_path</span><span class="p">)</span>
+</span><span id="Client.__init__-441"><a href="#Client.__init__-441"><span class="linenos">441</span></a>        <span class="k">if</span> <span class="n">logger</span><span class="p">:</span>
+</span><span id="Client.__init__-442"><a href="#Client.__init__-442"><span class="linenos">442</span></a>            <span class="n">conf</span><span class="o">.</span><span class="n">set_logger</span><span class="p">(</span><span class="n">logger</span><span class="p">)</span>
+</span><span id="Client.__init__-443"><a href="#Client.__init__-443"><span class="linenos">443</span></a>        <span class="k">if</span> <span class="n">use_tls</span> <span class="ow">or</span> <span class="n">service_url</span><span class="o">.</span><span class="n">startswith</span><span class="p">(</span><span class="s1">&#39;pulsar+ssl://&#39;</span><span class="p">)</span> <span class="ow">or</span> <span class="n">service_url</span><span class="o">.</span><span class="n">startsw [...]
+</span><span id="Client.__init__-444"><a href="#Client.__init__-444"><span class="linenos">444</span></a>            <span class="n">conf</span><span class="o">.</span><span class="n">use_tls</span><span class="p">(</span><span class="kc">True</span><span class="p">)</span>
+</span><span id="Client.__init__-445"><a href="#Client.__init__-445"><span class="linenos">445</span></a>        <span class="k">if</span> <span class="n">tls_trust_certs_file_path</span><span class="p">:</span>
+</span><span id="Client.__init__-446"><a href="#Client.__init__-446"><span class="linenos">446</span></a>            <span class="n">conf</span><span class="o">.</span><span class="n">tls_trust_certs_file_path</span><span class="p">(</span><span class="n">tls_trust_certs_file_path</span><span class="p">)</span>
+</span><span id="Client.__init__-447"><a href="#Client.__init__-447"><span class="linenos">447</span></a>        <span class="k">else</span><span class="p">:</span>
+</span><span id="Client.__init__-448"><a href="#Client.__init__-448"><span class="linenos">448</span></a>            <span class="n">conf</span><span class="o">.</span><span class="n">tls_trust_certs_file_path</span><span class="p">(</span><span class="n">certifi</span><span class="o">.</span><span class="n">where</span><span class="p">())</span>
+</span><span id="Client.__init__-449"><a href="#Client.__init__-449"><span class="linenos">449</span></a>        <span class="n">conf</span><span class="o">.</span><span class="n">tls_allow_insecure_connection</span><span class="p">(</span><span class="n">tls_allow_insecure_connection</span><span class="p">)</span>
+</span><span id="Client.__init__-450"><a href="#Client.__init__-450"><span class="linenos">450</span></a>        <span class="n">conf</span><span class="o">.</span><span class="n">tls_validate_hostname</span><span class="p">(</span><span class="n">tls_validate_hostname</span><span class="p">)</span>
+</span><span id="Client.__init__-451"><a href="#Client.__init__-451"><span class="linenos">451</span></a>        <span class="bp">self</span><span class="o">.</span><span class="n">_client</span> <span class="o">=</span> <span class="n">_pulsar</span><span class="o">.</span><span class="n">Client</span><span class="p">(</span><span class="n">service_url</span><span class="p">,</span> <span class="n">conf</span><span class="p">)</span>
+</span><span id="Client.__init__-452"><a href="#Client.__init__-452"><span class="linenos">452</span></a>        <span class="bp">self</span><span class="o">.</span><span class="n">_consumers</span> <span class="o">=</span> <span class="p">[]</span>
+</span></pre></div>
+
+
+            <div class="docstring"><p>Create a new Pulsar client instance.</p>
+
+<p><strong>Args</strong></p>
+
+<ul>
+<li><code>service_url</code>: The Pulsar service url eg: pulsar://my-broker.com:6650/</li>
+</ul>
+
+<p><strong>Options</strong></p>
+
+<ul>
+<li><code>authentication</code>:
+Set the authentication provider to be used with the broker. For example:
+<code>AuthenticationTls</code>, AuthenticaionToken, <code><a href="#AuthenticationAthenz">AuthenticationAthenz</a></code>or <code><a href="#AuthenticationOauth2">AuthenticationOauth2</a></code></li>
+<li><code>operation_timeout_seconds</code>:
+Set timeout on client operations (subscribe, create producer, close,
+unsubscribe).</li>
+<li><code>io_threads</code>:
+Set the number of IO threads to be used by the Pulsar client.</li>
+<li><code>message_listener_threads</code>:
+Set the number of threads to be used by the Pulsar client when
+delivering messages through message listener. The default is 1 thread
+per Pulsar client. If using more than 1 thread, messages for distinct
+<code>message_listener</code>s will be delivered in different threads, however a
+single <code>MessageListener</code> will always be assigned to the same thread.</li>
+<li><code>concurrent_lookup_requests</code>:
+Number of concurrent lookup-requests allowed on each broker connection
+to prevent overload on the broker.</li>
+<li><code>log_conf_file_path</code>:
+Initialize log4cxx from a configuration file.</li>
+<li><code>use_tls</code>:
+Configure whether to use TLS encryption on the connection. This setting
+is deprecated. TLS will be automatically enabled if the <code>serviceUrl</code> is
+set to <code>pulsar+ssl://</code> or <code>https://</code></li>
+<li><code>tls_trust_certs_file_path</code>:
+Set the path to the trusted TLS certificate file. If empty defaults to
+certifi.</li>
+<li><code>tls_allow_insecure_connection</code>:
+Configure whether the Pulsar client accepts untrusted TLS certificates
+from the broker.</li>
+<li><code>tls_validate_hostname</code>:
+Configure whether the Pulsar client validates that the hostname of the
+endpoint, matches the common name on the TLS certificate presented by
+the endpoint.</li>
+<li><code>logger</code>:
+Set a Python logger for this Pulsar client. Should be an instance of <code>logging.Logger</code>.</li>
+<li><code>connection_timeout_ms</code>:
+Set timeout in milliseconds on TCP connections.</li>
+</ul>
+</div>
+
+
+                            </div>
+                            <div id="Client.create_producer" class="classattr">
+                                        <input id="Client.create_producer-view-source" class="view-source-toggle-state" type="checkbox" aria-hidden="true" tabindex="-1">
+<div class="attr function">
+            
+        <span class="def">def</span>
+        <span class="name">create_producer</span><span class="signature pdoc-code multiline">(<span class="param">	<span class="bp">self</span>,</span><span class="param">	<span class="n">topic</span>,</span><span class="param">	<span class="n">producer_name</span><span class="o">=</span><span class="kc">None</span>,</span><span class="param">	<span class="n">schema</span><span class="o">=&lt;</span><span class="n"><a href="pulsar/schema/schema.html#BytesSchema">pulsar.schema.schema.Byte [...]
+
+                <label class="view-source-button" for="Client.create_producer-view-source"><span>View Source</span></label>
+
+    </div>
+    <a class="headerlink" href="#Client.create_producer"></a>
+            <div class="pdoc-code codehilite"><pre><span></span><span id="Client.create_producer-454"><a href="#Client.create_producer-454"><span class="linenos">454</span></a>    <span class="k">def</span> <span class="nf">create_producer</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">topic</span><span class="p">,</span>
+</span><span id="Client.create_producer-455"><a href="#Client.create_producer-455"><span class="linenos">455</span></a>                        <span class="n">producer_name</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+</span><span id="Client.create_producer-456"><a href="#Client.create_producer-456"><span class="linenos">456</span></a>                        <span class="n">schema</span><span class="o">=</span><span class="n">schema</span><span class="o">.</span><span class="n">BytesSchema</span><span class="p">(),</span>
+</span><span id="Client.create_producer-457"><a href="#Client.create_producer-457"><span class="linenos">457</span></a>                        <span class="n">initial_sequence_id</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+</span><span id="Client.create_producer-458"><a href="#Client.create_producer-458"><span class="linenos">458</span></a>                        <span class="n">send_timeout_millis</span><span class="o">=</span><span class="mi">30000</span><span class="p">,</span>
+</span><span id="Client.create_producer-459"><a href="#Client.create_producer-459"><span class="linenos">459</span></a>                        <span class="n">compression_type</span><span class="o">=</span><span class="n">CompressionType</span><span class="o">.</span><span class="n">NONE</span><span class="p">,</span>
+</span><span id="Client.create_producer-460"><a href="#Client.create_producer-460"><span class="linenos">460</span></a>                        <span class="n">max_pending_messages</span><span class="o">=</span><span class="mi">1000</span><span class="p">,</span>
+</span><span id="Client.create_producer-461"><a href="#Client.create_producer-461"><span class="linenos">461</span></a>                        <span class="n">max_pending_messages_across_partitions</span><span class="o">=</span><span class="mi">50000</span><span class="p">,</span>
+</span><span id="Client.create_producer-462"><a href="#Client.create_producer-462"><span class="linenos">462</span></a>                        <span class="n">block_if_queue_full</span><span class="o">=</span><span class="kc">False</span><span class="p">,</span>
+</span><span id="Client.create_producer-463"><a href="#Client.create_producer-463"><span class="linenos">463</span></a>                        <span class="n">batching_enabled</span><span class="o">=</span><span class="kc">False</span><span class="p">,</span>
+</span><span id="Client.create_producer-464"><a href="#Client.create_producer-464"><span class="linenos">464</span></a>                        <span class="n">batching_max_messages</span><span class="o">=</span><span class="mi">1000</span><span class="p">,</span>
+</span><span id="Client.create_producer-465"><a href="#Client.create_producer-465"><span class="linenos">465</span></a>                        <span class="n">batching_max_allowed_size_in_bytes</span><span class="o">=</span><span class="mi">128</span><span class="o">*</span><span class="mi">1024</span><span class="p">,</span>
+</span><span id="Client.create_producer-466"><a href="#Client.create_producer-466"><span class="linenos">466</span></a>                        <span class="n">batching_max_publish_delay_ms</span><span class="o">=</span><span class="mi">10</span><span class="p">,</span>
+</span><span id="Client.create_producer-467"><a href="#Client.create_producer-467"><span class="linenos">467</span></a>                        <span class="n">message_routing_mode</span><span class="o">=</span><span class="n">PartitionsRoutingMode</span><span class="o">.</span><span class="n">RoundRobinDistribution</span><span class="p">,</span>
+</span><span id="Client.create_producer-468"><a href="#Client.create_producer-468"><span class="linenos">468</span></a>                        <span class="n">lazy_start_partitioned_producers</span><span class="o">=</span><span class="kc">False</span><span class="p">,</span>
+</span><span id="Client.create_producer-469"><a href="#Client.create_producer-469"><span class="linenos">469</span></a>                        <span class="n">properties</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+</span><span id="Client.create_producer-470"><a href="#Client.create_producer-470"><span class="linenos">470</span></a>                        <span class="n">batching_type</span><span class="o">=</span><span class="n">BatchingType</span><span class="o">.</span><span class="n">Default</span><span class="p">,</span>
+</span><span id="Client.create_producer-471"><a href="#Client.create_producer-471"><span class="linenos">471</span></a>                        <span class="n">encryption_key</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+</span><span id="Client.create_producer-472"><a href="#Client.create_producer-472"><span class="linenos">472</span></a>                        <span class="n">crypto_key_reader</span><span class="o">=</span><span class="kc">None</span>
+</span><span id="Client.create_producer-473"><a href="#Client.create_producer-473"><span class="linenos">473</span></a>                        <span class="p">):</span>
+</span><span id="Client.create_producer-474"><a href="#Client.create_producer-474"><span class="linenos">474</span></a>        <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="Client.create_producer-475"><a href="#Client.create_producer-475"><span class="linenos">475</span></a><span class="sd">        Create a new producer on a given topic.</span>
+</span><span id="Client.create_producer-476"><a href="#Client.create_producer-476"><span class="linenos">476</span></a>
+</span><span id="Client.create_producer-477"><a href="#Client.create_producer-477"><span class="linenos">477</span></a><span class="sd">        **Args**</span>
+</span><span id="Client.create_producer-478"><a href="#Client.create_producer-478"><span class="linenos">478</span></a>
+</span><span id="Client.create_producer-479"><a href="#Client.create_producer-479"><span class="linenos">479</span></a><span class="sd">        * `topic`:</span>
+</span><span id="Client.create_producer-480"><a href="#Client.create_producer-480"><span class="linenos">480</span></a><span class="sd">          The topic name</span>
+</span><span id="Client.create_producer-481"><a href="#Client.create_producer-481"><span class="linenos">481</span></a>
+</span><span id="Client.create_producer-482"><a href="#Client.create_producer-482"><span class="linenos">482</span></a><span class="sd">        **Options**</span>
+</span><span id="Client.create_producer-483"><a href="#Client.create_producer-483"><span class="linenos">483</span></a>
+</span><span id="Client.create_producer-484"><a href="#Client.create_producer-484"><span class="linenos">484</span></a><span class="sd">        * `producer_name`:</span>
+</span><span id="Client.create_producer-485"><a href="#Client.create_producer-485"><span class="linenos">485</span></a><span class="sd">           Specify a name for the producer. If not assigned,</span>
+</span><span id="Client.create_producer-486"><a href="#Client.create_producer-486"><span class="linenos">486</span></a><span class="sd">           the system will generate a globally unique name which can be accessed</span>
+</span><span id="Client.create_producer-487"><a href="#Client.create_producer-487"><span class="linenos">487</span></a><span class="sd">           with `Producer.producer_name()`. When specifying a name, it is app to</span>
+</span><span id="Client.create_producer-488"><a href="#Client.create_producer-488"><span class="linenos">488</span></a><span class="sd">           the user to ensure that, for a given topic, the producer name is unique</span>
+</span><span id="Client.create_producer-489"><a href="#Client.create_producer-489"><span class="linenos">489</span></a><span class="sd">           across all Pulsar&#39;s clusters.</span>
+</span><span id="Client.create_producer-490"><a href="#Client.create_producer-490"><span class="linenos">490</span></a><span class="sd">        * `schema`:</span>
+</span><span id="Client.create_producer-491"><a href="#Client.create_producer-491"><span class="linenos">491</span></a><span class="sd">           Define the schema of the data that will be published by this producer.</span>
+</span><span id="Client.create_producer-492"><a href="#Client.create_producer-492"><span class="linenos">492</span></a><span class="sd">           The schema will be used for two purposes:</span>
+</span><span id="Client.create_producer-493"><a href="#Client.create_producer-493"><span class="linenos">493</span></a><span class="sd">             - Validate the data format against the topic defined schema</span>
+</span><span id="Client.create_producer-494"><a href="#Client.create_producer-494"><span class="linenos">494</span></a><span class="sd">             - Perform serialization/deserialization between data and objects</span>
+</span><span id="Client.create_producer-495"><a href="#Client.create_producer-495"><span class="linenos">495</span></a><span class="sd">           An example for this parameter would be to pass `schema=JsonSchema(MyRecordClass)`.</span>
+</span><span id="Client.create_producer-496"><a href="#Client.create_producer-496"><span class="linenos">496</span></a><span class="sd">        * `initial_sequence_id`:</span>
+</span><span id="Client.create_producer-497"><a href="#Client.create_producer-497"><span class="linenos">497</span></a><span class="sd">           Set the baseline for the sequence ids for messages</span>
+</span><span id="Client.create_producer-498"><a href="#Client.create_producer-498"><span class="linenos">498</span></a><span class="sd">           published by the producer. First message will be using</span>
+</span><span id="Client.create_producer-499"><a href="#Client.create_producer-499"><span class="linenos">499</span></a><span class="sd">           `(initialSequenceId + 1)`` as its sequence id and subsequent messages will</span>
+</span><span id="Client.create_producer-500"><a href="#Client.create_producer-500"><span class="linenos">500</span></a><span class="sd">           be assigned incremental sequence ids, if not otherwise specified.</span>
+</span><span id="Client.create_producer-501"><a href="#Client.create_producer-501"><span class="linenos">501</span></a><span class="sd">        * `send_timeout_millis`:</span>
+</span><span id="Client.create_producer-502"><a href="#Client.create_producer-502"><span class="linenos">502</span></a><span class="sd">          If a message is not acknowledged by the server before the</span>
+</span><span id="Client.create_producer-503"><a href="#Client.create_producer-503"><span class="linenos">503</span></a><span class="sd">          `send_timeout` expires, an error will be reported.</span>
+</span><span id="Client.create_producer-504"><a href="#Client.create_producer-504"><span class="linenos">504</span></a><span class="sd">        * `compression_type`:</span>
+</span><span id="Client.create_producer-505"><a href="#Client.create_producer-505"><span class="linenos">505</span></a><span class="sd">          Set the compression type for the producer. By default, message</span>
+</span><span id="Client.create_producer-506"><a href="#Client.create_producer-506"><span class="linenos">506</span></a><span class="sd">          payloads are not compressed. Supported compression types are</span>
+</span><span id="Client.create_producer-507"><a href="#Client.create_producer-507"><span class="linenos">507</span></a><span class="sd">          `CompressionType.LZ4`, `CompressionType.ZLib`, `CompressionType.ZSTD` and `CompressionType.SNAPPY`.</span>
+</span><span id="Client.create_producer-508"><a href="#Client.create_producer-508"><span class="linenos">508</span></a><span class="sd">          ZSTD is supported since Pulsar 2.3. Consumers will need to be at least at that</span>
+</span><span id="Client.create_producer-509"><a href="#Client.create_producer-509"><span class="linenos">509</span></a><span class="sd">          release in order to be able to receive messages compressed with ZSTD.</span>
+</span><span id="Client.create_producer-510"><a href="#Client.create_producer-510"><span class="linenos">510</span></a><span class="sd">          SNAPPY is supported since Pulsar 2.4. Consumers will need to be at least at that</span>
+</span><span id="Client.create_producer-511"><a href="#Client.create_producer-511"><span class="linenos">511</span></a><span class="sd">          release in order to be able to receive messages compressed with SNAPPY.</span>
+</span><span id="Client.create_producer-512"><a href="#Client.create_producer-512"><span class="linenos">512</span></a><span class="sd">        * `max_pending_messages`:</span>
+</span><span id="Client.create_producer-513"><a href="#Client.create_producer-513"><span class="linenos">513</span></a><span class="sd">          Set the max size of the queue holding the messages pending to receive</span>
+</span><span id="Client.create_producer-514"><a href="#Client.create_producer-514"><span class="linenos">514</span></a><span class="sd">          an acknowledgment from the broker.</span>
+</span><span id="Client.create_producer-515"><a href="#Client.create_producer-515"><span class="linenos">515</span></a><span class="sd">        * `max_pending_messages_across_partitions`:</span>
+</span><span id="Client.create_producer-516"><a href="#Client.create_producer-516"><span class="linenos">516</span></a><span class="sd">          Set the max size of the queue holding the messages pending to receive</span>
+</span><span id="Client.create_producer-517"><a href="#Client.create_producer-517"><span class="linenos">517</span></a><span class="sd">          an acknowledgment across partitions from the broker.</span>
+</span><span id="Client.create_producer-518"><a href="#Client.create_producer-518"><span class="linenos">518</span></a><span class="sd">        * `block_if_queue_full`: Set whether `send_async` operations should</span>
+</span><span id="Client.create_producer-519"><a href="#Client.create_producer-519"><span class="linenos">519</span></a><span class="sd">          block when the outgoing message queue is full.</span>
+</span><span id="Client.create_producer-520"><a href="#Client.create_producer-520"><span class="linenos">520</span></a><span class="sd">        * `message_routing_mode`:</span>
+</span><span id="Client.create_producer-521"><a href="#Client.create_producer-521"><span class="linenos">521</span></a><span class="sd">          Set the message routing mode for the partitioned producer. Default is `PartitionsRoutingMode.RoundRobinDistribution`,</span>
+</span><span id="Client.create_producer-522"><a href="#Client.create_producer-522"><span class="linenos">522</span></a><span class="sd">          other option is `PartitionsRoutingMode.UseSinglePartition`</span>
+</span><span id="Client.create_producer-523"><a href="#Client.create_producer-523"><span class="linenos">523</span></a><span class="sd">        * `lazy_start_partitioned_producers`:</span>
+</span><span id="Client.create_producer-524"><a href="#Client.create_producer-524"><span class="linenos">524</span></a><span class="sd">          This config affects producers of partitioned topics only. It controls whether</span>
+</span><span id="Client.create_producer-525"><a href="#Client.create_producer-525"><span class="linenos">525</span></a><span class="sd">          producers register and connect immediately to the owner broker of each partition</span>
+</span><span id="Client.create_producer-526"><a href="#Client.create_producer-526"><span class="linenos">526</span></a><span class="sd">          or start lazily on demand. The internal producer of one partition is always</span>
+</span><span id="Client.create_producer-527"><a href="#Client.create_producer-527"><span class="linenos">527</span></a><span class="sd">          started eagerly, chosen by the routing policy, but the internal producers of</span>
+</span><span id="Client.create_producer-528"><a href="#Client.create_producer-528"><span class="linenos">528</span></a><span class="sd">          any additional partitions are started on demand, upon receiving their first</span>
+</span><span id="Client.create_producer-529"><a href="#Client.create_producer-529"><span class="linenos">529</span></a><span class="sd">          message.</span>
+</span><span id="Client.create_producer-530"><a href="#Client.create_producer-530"><span class="linenos">530</span></a><span class="sd">          Using this mode can reduce the strain on brokers for topics with large numbers of</span>
+</span><span id="Client.create_producer-531"><a href="#Client.create_producer-531"><span class="linenos">531</span></a><span class="sd">          partitions and when the SinglePartition routing policy is used without keyed messages.</span>
+</span><span id="Client.create_producer-532"><a href="#Client.create_producer-532"><span class="linenos">532</span></a><span class="sd">          Because producer connection can be on demand, this can produce extra send latency</span>
+</span><span id="Client.create_producer-533"><a href="#Client.create_producer-533"><span class="linenos">533</span></a><span class="sd">          for the first messages of a given partition.</span>
+</span><span id="Client.create_producer-534"><a href="#Client.create_producer-534"><span class="linenos">534</span></a><span class="sd">        * `properties`:</span>
+</span><span id="Client.create_producer-535"><a href="#Client.create_producer-535"><span class="linenos">535</span></a><span class="sd">          Sets the properties for the producer. The properties associated with a producer</span>
+</span><span id="Client.create_producer-536"><a href="#Client.create_producer-536"><span class="linenos">536</span></a><span class="sd">          can be used for identify a producer at broker side.</span>
+</span><span id="Client.create_producer-537"><a href="#Client.create_producer-537"><span class="linenos">537</span></a><span class="sd">        * `batching_type`:</span>
+</span><span id="Client.create_producer-538"><a href="#Client.create_producer-538"><span class="linenos">538</span></a><span class="sd">          Sets the batching type for the producer.</span>
+</span><span id="Client.create_producer-539"><a href="#Client.create_producer-539"><span class="linenos">539</span></a><span class="sd">          There are two batching type: DefaultBatching and KeyBasedBatching.</span>
+</span><span id="Client.create_producer-540"><a href="#Client.create_producer-540"><span class="linenos">540</span></a><span class="sd">            - Default batching</span>
+</span><span id="Client.create_producer-541"><a href="#Client.create_producer-541"><span class="linenos">541</span></a><span class="sd">            incoming single messages:</span>
+</span><span id="Client.create_producer-542"><a href="#Client.create_producer-542"><span class="linenos">542</span></a><span class="sd">            (k1, v1), (k2, v1), (k3, v1), (k1, v2), (k2, v2), (k3, v2), (k1, v3), (k2, v3), (k3, v3)</span>
+</span><span id="Client.create_producer-543"><a href="#Client.create_producer-543"><span class="linenos">543</span></a><span class="sd">            batched into single batch message:</span>
+</span><span id="Client.create_producer-544"><a href="#Client.create_producer-544"><span class="linenos">544</span></a><span class="sd">            [(k1, v1), (k2, v1), (k3, v1), (k1, v2), (k2, v2), (k3, v2), (k1, v3), (k2, v3), (k3, v3)]</span>
+</span><span id="Client.create_producer-545"><a href="#Client.create_producer-545"><span class="linenos">545</span></a>
+</span><span id="Client.create_producer-546"><a href="#Client.create_producer-546"><span class="linenos">546</span></a><span class="sd">            - KeyBasedBatching</span>
+</span><span id="Client.create_producer-547"><a href="#Client.create_producer-547"><span class="linenos">547</span></a><span class="sd">            incoming single messages:</span>
+</span><span id="Client.create_producer-548"><a href="#Client.create_producer-548"><span class="linenos">548</span></a><span class="sd">            (k1, v1), (k2, v1), (k3, v1), (k1, v2), (k2, v2), (k3, v2), (k1, v3), (k2, v3), (k3, v3)</span>
+</span><span id="Client.create_producer-549"><a href="#Client.create_producer-549"><span class="linenos">549</span></a><span class="sd">            batched into single batch message:</span>
+</span><span id="Client.create_producer-550"><a href="#Client.create_producer-550"><span class="linenos">550</span></a><span class="sd">            [(k1, v1), (k1, v2), (k1, v3)], [(k2, v1), (k2, v2), (k2, v3)], [(k3, v1), (k3, v2), (k3, v3)]</span>
+</span><span id="Client.create_producer-551"><a href="#Client.create_producer-551"><span class="linenos">551</span></a><span class="sd">        * encryption_key:</span>
+</span><span id="Client.create_producer-552"><a href="#Client.create_producer-552"><span class="linenos">552</span></a><span class="sd">           The key used for symmetric encryption, configured on the producer side</span>
+</span><span id="Client.create_producer-553"><a href="#Client.create_producer-553"><span class="linenos">553</span></a><span class="sd">        * crypto_key_reader:</span>
+</span><span id="Client.create_producer-554"><a href="#Client.create_producer-554"><span class="linenos">554</span></a><span class="sd">           Symmetric encryption class implementation, configuring public key encryption messages for the producer</span>
+</span><span id="Client.create_producer-555"><a href="#Client.create_producer-555"><span class="linenos">555</span></a><span class="sd">           and private key decryption messages for the consumer</span>
+</span><span id="Client.create_producer-556"><a href="#Client.create_producer-556"><span class="linenos">556</span></a><span class="sd">        &quot;&quot;&quot;</span>
+</span><span id="Client.create_producer-557"><a href="#Client.create_producer-557"><span class="linenos">557</span></a>        <span class="n">_check_type</span><span class="p">(</span><span class="nb">str</span><span class="p">,</span> <span class="n">topic</span><span class="p">,</span> <span class="s1">&#39;topic&#39;</span><span class="p">)</span>
+</span><span id="Client.create_producer-558"><a href="#Client.create_producer-558"><span class="linenos">558</span></a>        <span class="n">_check_type_or_none</span><span class="p">(</span><span class="nb">str</span><span class="p">,</span> <span class="n">producer_name</span><span class="p">,</span> <span class="s1">&#39;producer_name&#39;</span><span class="p">)</span>
+</span><span id="Client.create_producer-559"><a href="#Client.create_producer-559"><span class="linenos">559</span></a>        <span class="n">_check_type</span><span class="p">(</span><span class="n">_schema</span><span class="o">.</span><span class="n">Schema</span><span class="p">,</span> <span class="n">schema</span><span class="p">,</span> <span class="s1">&#39;schema&#39;</span><span class="p">)</span>
+</span><span id="Client.create_producer-560"><a href="#Client.create_producer-560"><span class="linenos">560</span></a>        <span class="n">_check_type_or_none</span><span class="p">(</span><span class="nb">int</span><span class="p">,</span> <span class="n">initial_sequence_id</span><span class="p">,</span> <span class="s1">&#39;initial_sequence_id&#39;</span><span class="p">)</span>
+</span><span id="Client.create_producer-561"><a href="#Client.create_producer-561"><span class="linenos">561</span></a>        <span class="n">_check_type</span><span class="p">(</span><span class="nb">int</span><span class="p">,</span> <span class="n">send_timeout_millis</span><span class="p">,</span> <span class="s1">&#39;send_timeout_millis&#39;</span><span class="p">)</span>
+</span><span id="Client.create_producer-562"><a href="#Client.create_producer-562"><span class="linenos">562</span></a>        <span class="n">_check_type</span><span class="p">(</span><span class="n">CompressionType</span><span class="p">,</span> <span class="n">compression_type</span><span class="p">,</span> <span class="s1">&#39;compression_type&#39;</span><span class="p">)</span>
+</span><span id="Client.create_producer-563"><a href="#Client.create_producer-563"><span class="linenos">563</span></a>        <span class="n">_check_type</span><span class="p">(</span><span class="nb">int</span><span class="p">,</span> <span class="n">max_pending_messages</span><span class="p">,</span> <span class="s1">&#39;max_pending_messages&#39;</span><span class="p">)</span>
+</span><span id="Client.create_producer-564"><a href="#Client.create_producer-564"><span class="linenos">564</span></a>        <span class="n">_check_type</span><span class="p">(</span><span class="nb">int</span><span class="p">,</span> <span class="n">max_pending_messages_across_partitions</span><span class="p">,</span> <span class="s1">&#39;max_pending_messages_across_partitions&#39;</span><span class="p">)</span>
+</span><span id="Client.create_producer-565"><a href="#Client.create_producer-565"><span class="linenos">565</span></a>        <span class="n">_check_type</span><span class="p">(</span><span class="nb">bool</span><span class="p">,</span> <span class="n">block_if_queue_full</span><span class="p">,</span> <span class="s1">&#39;block_if_queue_full&#39;</span><span class="p">)</span>
+</span><span id="Client.create_producer-566"><a href="#Client.create_producer-566"><span class="linenos">566</span></a>        <span class="n">_check_type</span><span class="p">(</span><span class="nb">bool</span><span class="p">,</span> <span class="n">batching_enabled</span><span class="p">,</span> <span class="s1">&#39;batching_enabled&#39;</span><span class="p">)</span>
+</span><span id="Client.create_producer-567"><a href="#Client.create_producer-567"><span class="linenos">567</span></a>        <span class="n">_check_type</span><span class="p">(</span><span class="nb">int</span><span class="p">,</span> <span class="n">batching_max_messages</span><span class="p">,</span> <span class="s1">&#39;batching_max_messages&#39;</span><span class="p">)</span>
+</span><span id="Client.create_producer-568"><a href="#Client.create_producer-568"><span class="linenos">568</span></a>        <span class="n">_check_type</span><span class="p">(</span><span class="nb">int</span><span class="p">,</span> <span class="n">batching_max_allowed_size_in_bytes</span><span class="p">,</span> <span class="s1">&#39;batching_max_allowed_size_in_bytes&#39;</span><span class="p">)</span>
+</span><span id="Client.create_producer-569"><a href="#Client.create_producer-569"><span class="linenos">569</span></a>        <span class="n">_check_type</span><span class="p">(</span><span class="nb">int</span><span class="p">,</span> <span class="n">batching_max_publish_delay_ms</span><span class="p">,</span> <span class="s1">&#39;batching_max_publish_delay_ms&#39;</span><span class="p">)</span>
+</span><span id="Client.create_producer-570"><a href="#Client.create_producer-570"><span class="linenos">570</span></a>        <span class="n">_check_type_or_none</span><span class="p">(</span><span class="nb">dict</span><span class="p">,</span> <span class="n">properties</span><span class="p">,</span> <span class="s1">&#39;properties&#39;</span><span class="p">)</span>
+</span><span id="Client.create_producer-571"><a href="#Client.create_producer-571"><span class="linenos">571</span></a>        <span class="n">_check_type</span><span class="p">(</span><span class="n">BatchingType</span><span class="p">,</span> <span class="n">batching_type</span><span class="p">,</span> <span class="s1">&#39;batching_type&#39;</span><span class="p">)</span>
+</span><span id="Client.create_producer-572"><a href="#Client.create_producer-572"><span class="linenos">572</span></a>        <span class="n">_check_type_or_none</span><span class="p">(</span><span class="nb">str</span><span class="p">,</span> <span class="n">encryption_key</span><span class="p">,</span> <span class="s1">&#39;encryption_key&#39;</span><span class="p">)</span>
+</span><span id="Client.create_producer-573"><a href="#Client.create_producer-573"><span class="linenos">573</span></a>        <span class="n">_check_type_or_none</span><span class="p">(</span><span class="n">CryptoKeyReader</span><span class="p">,</span> <span class="n">crypto_key_reader</span><span class="p">,</span> <span class="s1">&#39;crypto_key_reader&#39;</span><span class="p">)</span>
+</span><span id="Client.create_producer-574"><a href="#Client.create_producer-574"><span class="linenos">574</span></a>        <span class="n">_check_type</span><span class="p">(</span><span class="nb">bool</span><span class="p">,</span> <span class="n">lazy_start_partitioned_producers</span><span class="p">,</span> <span class="s1">&#39;lazy_start_partitioned_producers&#39;</span><span class="p">)</span>
+</span><span id="Client.create_producer-575"><a href="#Client.create_producer-575"><span class="linenos">575</span></a>
+</span><span id="Client.create_producer-576"><a href="#Client.create_producer-576"><span class="linenos">576</span></a>        <span class="n">conf</span> <span class="o">=</span> <span class="n">_pulsar</span><span class="o">.</span><span class="n">ProducerConfiguration</span><span class="p">()</span>
+</span><span id="Client.create_producer-577"><a href="#Client.create_producer-577"><span class="linenos">577</span></a>        <span class="n">conf</span><span class="o">.</span><span class="n">send_timeout_millis</span><span class="p">(</span><span class="n">send_timeout_millis</span><span class="p">)</span>
+</span><span id="Client.create_producer-578"><a href="#Client.create_producer-578"><span class="linenos">578</span></a>        <span class="n">conf</span><span class="o">.</span><span class="n">compression_type</span><span class="p">(</span><span class="n">compression_type</span><span class="p">)</span>
+</span><span id="Client.create_producer-579"><a href="#Client.create_producer-579"><span class="linenos">579</span></a>        <span class="n">conf</span><span class="o">.</span><span class="n">max_pending_messages</span><span class="p">(</span><span class="n">max_pending_messages</span><span class="p">)</span>
+</span><span id="Client.create_producer-580"><a href="#Client.create_producer-580"><span class="linenos">580</span></a>        <span class="n">conf</span><span class="o">.</span><span class="n">max_pending_messages_across_partitions</span><span class="p">(</span><span class="n">max_pending_messages_across_partitions</span><span class="p">)</span>
+</span><span id="Client.create_producer-581"><a href="#Client.create_producer-581"><span class="linenos">581</span></a>        <span class="n">conf</span><span class="o">.</span><span class="n">block_if_queue_full</span><span class="p">(</span><span class="n">block_if_queue_full</span><span class="p">)</span>
+</span><span id="Client.create_producer-582"><a href="#Client.create_producer-582"><span class="linenos">582</span></a>        <span class="n">conf</span><span class="o">.</span><span class="n">batching_enabled</span><span class="p">(</span><span class="n">batching_enabled</span><span class="p">)</span>
+</span><span id="Client.create_producer-583"><a href="#Client.create_producer-583"><span class="linenos">583</span></a>        <span class="n">conf</span><span class="o">.</span><span class="n">batching_max_messages</span><span class="p">(</span><span class="n">batching_max_messages</span><span class="p">)</span>
+</span><span id="Client.create_producer-584"><a href="#Client.create_producer-584"><span class="linenos">584</span></a>        <span class="n">conf</span><span class="o">.</span><span class="n">batching_max_allowed_size_in_bytes</span><span class="p">(</span><span class="n">batching_max_allowed_size_in_bytes</span><span class="p">)</span>
+</span><span id="Client.create_producer-585"><a href="#Client.create_producer-585"><span class="linenos">585</span></a>        <span class="n">conf</span><span class="o">.</span><span class="n">batching_max_publish_delay_ms</span><span class="p">(</span><span class="n">batching_max_publish_delay_ms</span><span class="p">)</span>
+</span><span id="Client.create_producer-586"><a href="#Client.create_producer-586"><span class="linenos">586</span></a>        <span class="n">conf</span><span class="o">.</span><span class="n">partitions_routing_mode</span><span class="p">(</span><span class="n">message_routing_mode</span><span class="p">)</span>
+</span><span id="Client.create_producer-587"><a href="#Client.create_producer-587"><span class="linenos">587</span></a>        <span class="n">conf</span><span class="o">.</span><span class="n">batching_type</span><span class="p">(</span><span class="n">batching_type</span><span class="p">)</span>
+</span><span id="Client.create_producer-588"><a href="#Client.create_producer-588"><span class="linenos">588</span></a>        <span class="n">conf</span><span class="o">.</span><span class="n">lazy_start_partitioned_producers</span><span class="p">(</span><span class="n">lazy_start_partitioned_producers</span><span class="p">)</span>
+</span><span id="Client.create_producer-589"><a href="#Client.create_producer-589"><span class="linenos">589</span></a>        <span class="k">if</span> <span class="n">producer_name</span><span class="p">:</span>
+</span><span id="Client.create_producer-590"><a href="#Client.create_producer-590"><span class="linenos">590</span></a>            <span class="n">conf</span><span class="o">.</span><span class="n">producer_name</span><span class="p">(</span><span class="n">producer_name</span><span class="p">)</span>
+</span><span id="Client.create_producer-591"><a href="#Client.create_producer-591"><span class="linenos">591</span></a>        <span class="k">if</span> <span class="n">initial_sequence_id</span><span class="p">:</span>
+</span><span id="Client.create_producer-592"><a href="#Client.create_producer-592"><span class="linenos">592</span></a>            <span class="n">conf</span><span class="o">.</span><span class="n">initial_sequence_id</span><span class="p">(</span><span class="n">initial_sequence_id</span><span class="p">)</span>
+</span><span id="Client.create_producer-593"><a href="#Client.create_producer-593"><span class="linenos">593</span></a>        <span class="k">if</span> <span class="n">properties</span><span class="p">:</span>
+</span><span id="Client.create_producer-594"><a href="#Client.create_producer-594"><span class="linenos">594</span></a>            <span class="k">for</span> <span class="n">k</span><span class="p">,</span> <span class="n">v</span> <span class="ow">in</span> <span class="n">properties</span><span class="o">.</span><span class="n">items</span><span class="p">():</span>
+</span><span id="Client.create_producer-595"><a href="#Client.create_producer-595"><span class="linenos">595</span></a>                <span class="n">conf</span><span class="o">.</span><span class="n">property</span><span class="p">(</span><span class="n">k</span><span class="p">,</span> <span class="n">v</span><span class="p">)</span>
+</span><span id="Client.create_producer-596"><a href="#Client.create_producer-596"><span class="linenos">596</span></a>
+</span><span id="Client.create_producer-597"><a href="#Client.create_producer-597"><span class="linenos">597</span></a>        <span class="n">conf</span><span class="o">.</span><span class="n">schema</span><span class="p">(</span><span class="n">schema</span><span class="o">.</span><span class="n">schema_info</span><span class="p">())</span>
+</span><span id="Client.create_producer-598"><a href="#Client.create_producer-598"><span class="linenos">598</span></a>        <span class="k">if</span> <span class="n">encryption_key</span><span class="p">:</span>
+</span><span id="Client.create_producer-599"><a href="#Client.create_producer-599"><span class="linenos">599</span></a>            <span class="n">conf</span><span class="o">.</span><span class="n">encryption_key</span><span class="p">(</span><span class="n">encryption_key</span><span class="p">)</span>
+</span><span id="Client.create_producer-600"><a href="#Client.create_producer-600"><span class="linenos">600</span></a>        <span class="k">if</span> <span class="n">crypto_key_reader</span><span class="p">:</span>
+</span><span id="Client.create_producer-601"><a href="#Client.create_producer-601"><span class="linenos">601</span></a>            <span class="n">conf</span><span class="o">.</span><span class="n">crypto_key_reader</span><span class="p">(</span><span class="n">crypto_key_reader</span><span class="o">.</span><span class="n">cryptoKeyReader</span><span class="p">)</span>
+</span><span id="Client.create_producer-602"><a href="#Client.create_producer-602"><span class="linenos">602</span></a>
+</span><span id="Client.create_producer-603"><a href="#Client.create_producer-603"><span class="linenos">603</span></a>        <span class="n">p</span> <span class="o">=</span> <span class="n">Producer</span><span class="p">()</span>
+</span><span id="Client.create_producer-604"><a href="#Client.create_producer-604"><span class="linenos">604</span></a>        <span class="n">p</span><span class="o">.</span><span class="n">_producer</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_client</span><span class="o">.</span><span class="n">create_producer</span><span class="p">(</span><span class="n">topic</span><span class="p">,</span> <span class="n">conf</span><span class [...]
+</span><span id="Client.create_producer-605"><a href="#Client.create_producer-605"><span class="linenos">605</span></a>        <span class="n">p</span><span class="o">.</span><span class="n">_schema</span> <span class="o">=</span> <span class="n">schema</span>
+</span><span id="Client.create_producer-606"><a href="#Client.create_producer-606"><span class="linenos">606</span></a>        <span class="n">p</span><span class="o">.</span><span class="n">_client</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_client</span>
+</span><span id="Client.create_producer-607"><a href="#Client.create_producer-607"><span class="linenos">607</span></a>        <span class="k">return</span> <span class="n">p</span>
+</span></pre></div>
+
+
+            <div class="docstring"><p>Create a new producer on a given topic.</p>
+
+<p><strong>Args</strong></p>
+
+<ul>
+<li><code>topic</code>:
+The topic name</li>
+</ul>
+
+<p><strong>Options</strong></p>
+
+<ul>
+<li><code>producer_name</code>:
+Specify a name for the producer. If not assigned,
+the system will generate a globally unique name which can be accessed
+with <code><a href="#Producer.producer_name">Producer.producer_name()</a></code>. When specifying a name, it is app to
+the user to ensure that, for a given topic, the producer name is unique
+across all Pulsar's clusters.</li>
+<li><code>schema</code>:
+Define the schema of the data that will be published by this producer.
+The schema will be used for two purposes:
+<ul>
+<li>Validate the data format against the topic defined schema</li>
+<li>Perform serialization/deserialization between data and objects
+An example for this parameter would be to pass <code>schema=JsonSchema(MyRecordClass)</code>.</li>
+</ul></li>
+<li><code>initial_sequence_id</code>:
+Set the baseline for the sequence ids for messages
+published by the producer. First message will be using
+`(initialSequenceId + 1)`` as its sequence id and subsequent messages will
+be assigned incremental sequence ids, if not otherwise specified.</li>
+<li><code>send_timeout_millis</code>:
+If a message is not acknowledged by the server before the
+<code>send_timeout</code> expires, an error will be reported.</li>
+<li><code>compression_type</code>:
+Set the compression type for the producer. By default, message
+payloads are not compressed. Supported compression types are
+<code>CompressionType.LZ4</code>, <code>CompressionType.ZLib</code>, <code>CompressionType.ZSTD</code> and <code>CompressionType.SNAPPY</code>.
+ZSTD is supported since Pulsar 2.3. Consumers will need to be at least at that
+release in order to be able to receive messages compressed with ZSTD.
+SNAPPY is supported since Pulsar 2.4. Consumers will need to be at least at that
+release in order to be able to receive messages compressed with SNAPPY.</li>
+<li><code>max_pending_messages</code>:
+Set the max size of the queue holding the messages pending to receive
+an acknowledgment from the broker.</li>
+<li><code>max_pending_messages_across_partitions</code>:
+Set the max size of the queue holding the messages pending to receive
+an acknowledgment across partitions from the broker.</li>
+<li><code>block_if_queue_full</code>: Set whether <code>send_async</code> operations should
+block when the outgoing message queue is full.</li>
+<li><code>message_routing_mode</code>:
+Set the message routing mode for the partitioned producer. Default is <code>PartitionsRoutingMode.RoundRobinDistribution</code>,
+other option is <code>PartitionsRoutingMode.UseSinglePartition</code></li>
+<li><code>lazy_start_partitioned_producers</code>:
+This config affects producers of partitioned topics only. It controls whether
+producers register and connect immediately to the owner broker of each partition
+or start lazily on demand. The internal producer of one partition is always
+started eagerly, chosen by the routing policy, but the internal producers of
+any additional partitions are started on demand, upon receiving their first
+message.
+Using this mode can reduce the strain on brokers for topics with large numbers of
+partitions and when the SinglePartition routing policy is used without keyed messages.
+Because producer connection can be on demand, this can produce extra send latency
+for the first messages of a given partition.</li>
+<li><code>properties</code>:
+Sets the properties for the producer. The properties associated with a producer
+can be used for identify a producer at broker side.</li>
+<li><p><code>batching_type</code>:
+Sets the batching type for the producer.
+There are two batching type: DefaultBatching and KeyBasedBatching.</p>
+
+<ul>
+<li><p>Default batching
+incoming single messages:
+(k1, v1), (k2, v1), (k3, v1), (k1, v2), (k2, v2), (k3, v2), (k1, v3), (k2, v3), (k3, v3)
+batched into single batch message:
+[(k1, v1), (k2, v1), (k3, v1), (k1, v2), (k2, v2), (k3, v2), (k1, v3), (k2, v3), (k3, v3)]</p></li>
+<li><p>KeyBasedBatching
+incoming single messages:
+(k1, v1), (k2, v1), (k3, v1), (k1, v2), (k2, v2), (k3, v2), (k1, v3), (k2, v3), (k3, v3)
+batched into single batch message:
+[(k1, v1), (k1, v2), (k1, v3)], [(k2, v1), (k2, v2), (k2, v3)], [(k3, v1), (k3, v2), (k3, v3)]</p></li>
+</ul></li>
+<li>encryption_key:
+The key used for symmetric encryption, configured on the producer side</li>
+<li>crypto_key_reader:
+Symmetric encryption class implementation, configuring public key encryption messages for the producer
+and private key decryption messages for the consumer</li>
+</ul>
+</div>
+
+
+                            </div>
+                            <div id="Client.subscribe" class="classattr">
+                                        <input id="Client.subscribe-view-source" class="view-source-toggle-state" type="checkbox" aria-hidden="true" tabindex="-1">
+<div class="attr function">
+            
+        <span class="def">def</span>
+        <span class="name">subscribe</span><span class="signature pdoc-code multiline">(<span class="param">	<span class="bp">self</span>,</span><span class="param">	<span class="n">topic</span>,</span><span class="param">	<span class="n">subscription_name</span>,</span><span class="param">	<span class="n">consumer_type</span><span class="o">=</span><span class="n">_pulsar</span><span class="o">.</span><span class="n">ConsumerType</span><span class="o">.</span><span class="n">Exclusive</ [...]
+
+                <label class="view-source-button" for="Client.subscribe-view-source"><span>View Source</span></label>
+
+    </div>
+    <a class="headerlink" href="#Client.subscribe"></a>
+            <div class="pdoc-code codehilite"><pre><span></span><span id="Client.subscribe-609"><a href="#Client.subscribe-609"><span class="linenos">609</span></a>    <span class="k">def</span> <span class="nf">subscribe</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">topic</span><span class="p">,</span> <span class="n">subscription_name</span><span class="p">,</span>
+</span><span id="Client.subscribe-610"><a href="#Client.subscribe-610"><span class="linenos">610</span></a>                  <span class="n">consumer_type</span><span class="o">=</span><span class="n">ConsumerType</span><span class="o">.</span><span class="n">Exclusive</span><span class="p">,</span>
+</span><span id="Client.subscribe-611"><a href="#Client.subscribe-611"><span class="linenos">611</span></a>                  <span class="n">schema</span><span class="o">=</span><span class="n">schema</span><span class="o">.</span><span class="n">BytesSchema</span><span class="p">(),</span>
+</span><span id="Client.subscribe-612"><a href="#Client.subscribe-612"><span class="linenos">612</span></a>                  <span class="n">message_listener</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+</span><span id="Client.subscribe-613"><a href="#Client.subscribe-613"><span class="linenos">613</span></a>                  <span class="n">receiver_queue_size</span><span class="o">=</span><span class="mi">1000</span><span class="p">,</span>
+</span><span id="Client.subscribe-614"><a href="#Client.subscribe-614"><span class="linenos">614</span></a>                  <span class="n">max_total_receiver_queue_size_across_partitions</span><span class="o">=</span><span class="mi">50000</span><span class="p">,</span>
+</span><span id="Client.subscribe-615"><a href="#Client.subscribe-615"><span class="linenos">615</span></a>                  <span class="n">consumer_name</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+</span><span id="Client.subscribe-616"><a href="#Client.subscribe-616"><span class="linenos">616</span></a>                  <span class="n">unacked_messages_timeout_ms</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+</span><span id="Client.subscribe-617"><a href="#Client.subscribe-617"><span class="linenos">617</span></a>                  <span class="n">broker_consumer_stats_cache_time_ms</span><span class="o">=</span><span class="mi">30000</span><span class="p">,</span>
+</span><span id="Client.subscribe-618"><a href="#Client.subscribe-618"><span class="linenos">618</span></a>                  <span class="n">negative_ack_redelivery_delay_ms</span><span class="o">=</span><span class="mi">60000</span><span class="p">,</span>
+</span><span id="Client.subscribe-619"><a href="#Client.subscribe-619"><span class="linenos">619</span></a>                  <span class="n">is_read_compacted</span><span class="o">=</span><span class="kc">False</span><span class="p">,</span>
+</span><span id="Client.subscribe-620"><a href="#Client.subscribe-620"><span class="linenos">620</span></a>                  <span class="n">properties</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+</span><span id="Client.subscribe-621"><a href="#Client.subscribe-621"><span class="linenos">621</span></a>                  <span class="n">pattern_auto_discovery_period</span><span class="o">=</span><span class="mi">60</span><span class="p">,</span>
+</span><span id="Client.subscribe-622"><a href="#Client.subscribe-622"><span class="linenos">622</span></a>                  <span class="n">initial_position</span><span class="o">=</span><span class="n">InitialPosition</span><span class="o">.</span><span class="n">Latest</span><span class="p">,</span>
+</span><span id="Client.subscribe-623"><a href="#Client.subscribe-623"><span class="linenos">623</span></a>                  <span class="n">crypto_key_reader</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+</span><span id="Client.subscribe-624"><a href="#Client.subscribe-624"><span class="linenos">624</span></a>                  <span class="n">replicate_subscription_state_enabled</span><span class="o">=</span><span class="kc">False</span>
+</span><span id="Client.subscribe-625"><a href="#Client.subscribe-625"><span class="linenos">625</span></a>                  <span class="p">):</span>
+</span><span id="Client.subscribe-626"><a href="#Client.subscribe-626"><span class="linenos">626</span></a>        <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="Client.subscribe-627"><a href="#Client.subscribe-627"><span class="linenos">627</span></a><span class="sd">        Subscribe to the given topic and subscription combination.</span>
+</span><span id="Client.subscribe-628"><a href="#Client.subscribe-628"><span class="linenos">628</span></a>
+</span><span id="Client.subscribe-629"><a href="#Client.subscribe-629"><span class="linenos">629</span></a><span class="sd">        **Args**</span>
+</span><span id="Client.subscribe-630"><a href="#Client.subscribe-630"><span class="linenos">630</span></a>
+</span><span id="Client.subscribe-631"><a href="#Client.subscribe-631"><span class="linenos">631</span></a><span class="sd">        * `topic`: The name of the topic, list of topics or regex pattern.</span>
+</span><span id="Client.subscribe-632"><a href="#Client.subscribe-632"><span class="linenos">632</span></a><span class="sd">                  This method will accept these forms:</span>
+</span><span id="Client.subscribe-633"><a href="#Client.subscribe-633"><span class="linenos">633</span></a><span class="sd">                    - `topic=&#39;my-topic&#39;`</span>
+</span><span id="Client.subscribe-634"><a href="#Client.subscribe-634"><span class="linenos">634</span></a><span class="sd">                    - `topic=[&#39;topic-1&#39;, &#39;topic-2&#39;, &#39;topic-3&#39;]`</span>
+</span><span id="Client.subscribe-635"><a href="#Client.subscribe-635"><span class="linenos">635</span></a><span class="sd">                    - `topic=re.compile(&#39;persistent://public/default/topic-*&#39;)`</span>
+</span><span id="Client.subscribe-636"><a href="#Client.subscribe-636"><span class="linenos">636</span></a><span class="sd">        * `subscription`: The name of the subscription.</span>
+</span><span id="Client.subscribe-637"><a href="#Client.subscribe-637"><span class="linenos">637</span></a>
+</span><span id="Client.subscribe-638"><a href="#Client.subscribe-638"><span class="linenos">638</span></a><span class="sd">        **Options**</span>
+</span><span id="Client.subscribe-639"><a href="#Client.subscribe-639"><span class="linenos">639</span></a>
+</span><span id="Client.subscribe-640"><a href="#Client.subscribe-640"><span class="linenos">640</span></a><span class="sd">        * `consumer_type`:</span>
+</span><span id="Client.subscribe-641"><a href="#Client.subscribe-641"><span class="linenos">641</span></a><span class="sd">          Select the subscription type to be used when subscribing to the topic.</span>
+</span><span id="Client.subscribe-642"><a href="#Client.subscribe-642"><span class="linenos">642</span></a><span class="sd">        * `schema`:</span>
+</span><span id="Client.subscribe-643"><a href="#Client.subscribe-643"><span class="linenos">643</span></a><span class="sd">           Define the schema of the data that will be received by this consumer.</span>
+</span><span id="Client.subscribe-644"><a href="#Client.subscribe-644"><span class="linenos">644</span></a><span class="sd">        * `message_listener`:</span>
+</span><span id="Client.subscribe-645"><a href="#Client.subscribe-645"><span class="linenos">645</span></a><span class="sd">          Sets a message listener for the consumer. When the listener is set,</span>
+</span><span id="Client.subscribe-646"><a href="#Client.subscribe-646"><span class="linenos">646</span></a><span class="sd">          the application will receive messages through it. Calls to</span>
+</span><span id="Client.subscribe-647"><a href="#Client.subscribe-647"><span class="linenos">647</span></a><span class="sd">          `consumer.receive()` will not be allowed. The listener function needs</span>
+</span><span id="Client.subscribe-648"><a href="#Client.subscribe-648"><span class="linenos">648</span></a><span class="sd">          to accept (consumer, message), for example:</span>
+</span><span id="Client.subscribe-649"><a href="#Client.subscribe-649"><span class="linenos">649</span></a>
+</span><span id="Client.subscribe-650"><a href="#Client.subscribe-650"><span class="linenos">650</span></a><span class="sd">                #!python</span>
+</span><span id="Client.subscribe-651"><a href="#Client.subscribe-651"><span class="linenos">651</span></a><span class="sd">                def my_listener(consumer, message):</span>
+</span><span id="Client.subscribe-652"><a href="#Client.subscribe-652"><span class="linenos">652</span></a><span class="sd">                    # process message</span>
+</span><span id="Client.subscribe-653"><a href="#Client.subscribe-653"><span class="linenos">653</span></a><span class="sd">                    consumer.acknowledge(message)</span>
+</span><span id="Client.subscribe-654"><a href="#Client.subscribe-654"><span class="linenos">654</span></a>
+</span><span id="Client.subscribe-655"><a href="#Client.subscribe-655"><span class="linenos">655</span></a><span class="sd">        * `receiver_queue_size`:</span>
+</span><span id="Client.subscribe-656"><a href="#Client.subscribe-656"><span class="linenos">656</span></a><span class="sd">          Sets the size of the consumer receive queue. The consumer receive</span>
+</span><span id="Client.subscribe-657"><a href="#Client.subscribe-657"><span class="linenos">657</span></a><span class="sd">          queue controls how many messages can be accumulated by the consumer</span>
+</span><span id="Client.subscribe-658"><a href="#Client.subscribe-658"><span class="linenos">658</span></a><span class="sd">          before the application calls `receive()`. Using a higher value could</span>
+</span><span id="Client.subscribe-659"><a href="#Client.subscribe-659"><span class="linenos">659</span></a><span class="sd">          potentially increase the consumer throughput at the expense of higher</span>
+</span><span id="Client.subscribe-660"><a href="#Client.subscribe-660"><span class="linenos">660</span></a><span class="sd">          memory utilization. Setting the consumer queue size to zero decreases</span>
+</span><span id="Client.subscribe-661"><a href="#Client.subscribe-661"><span class="linenos">661</span></a><span class="sd">          the throughput of the consumer by disabling pre-fetching of messages.</span>
+</span><span id="Client.subscribe-662"><a href="#Client.subscribe-662"><span class="linenos">662</span></a><span class="sd">          This approach improves the message distribution on shared subscription</span>
+</span><span id="Client.subscribe-663"><a href="#Client.subscribe-663"><span class="linenos">663</span></a><span class="sd">          by pushing messages only to those consumers that are ready to process</span>
+</span><span id="Client.subscribe-664"><a href="#Client.subscribe-664"><span class="linenos">664</span></a><span class="sd">          them. Neither receive with timeout nor partitioned topics can be used</span>
+</span><span id="Client.subscribe-665"><a href="#Client.subscribe-665"><span class="linenos">665</span></a><span class="sd">          if the consumer queue size is zero. The `receive()` function call</span>
+</span><span id="Client.subscribe-666"><a href="#Client.subscribe-666"><span class="linenos">666</span></a><span class="sd">          should not be interrupted when the consumer queue size is zero. The</span>
+</span><span id="Client.subscribe-667"><a href="#Client.subscribe-667"><span class="linenos">667</span></a><span class="sd">          default value is 1000 messages and should work well for most use</span>
+</span><span id="Client.subscribe-668"><a href="#Client.subscribe-668"><span class="linenos">668</span></a><span class="sd">          cases.</span>
+</span><span id="Client.subscribe-669"><a href="#Client.subscribe-669"><span class="linenos">669</span></a><span class="sd">        * `max_total_receiver_queue_size_across_partitions`</span>
+</span><span id="Client.subscribe-670"><a href="#Client.subscribe-670"><span class="linenos">670</span></a><span class="sd">          Set the max total receiver queue size across partitions.</span>
+</span><span id="Client.subscribe-671"><a href="#Client.subscribe-671"><span class="linenos">671</span></a><span class="sd">          This setting will be used to reduce the receiver queue size for individual partitions</span>
+</span><span id="Client.subscribe-672"><a href="#Client.subscribe-672"><span class="linenos">672</span></a><span class="sd">        * `consumer_name`:</span>
+</span><span id="Client.subscribe-673"><a href="#Client.subscribe-673"><span class="linenos">673</span></a><span class="sd">          Sets the consumer name.</span>
+</span><span id="Client.subscribe-674"><a href="#Client.subscribe-674"><span class="linenos">674</span></a><span class="sd">        * `unacked_messages_timeout_ms`:</span>
+</span><span id="Client.subscribe-675"><a href="#Client.subscribe-675"><span class="linenos">675</span></a><span class="sd">          Sets the timeout in milliseconds for unacknowledged messages. The</span>
+</span><span id="Client.subscribe-676"><a href="#Client.subscribe-676"><span class="linenos">676</span></a><span class="sd">          timeout needs to be greater than 10 seconds. An exception is thrown if</span>
+</span><span id="Client.subscribe-677"><a href="#Client.subscribe-677"><span class="linenos">677</span></a><span class="sd">          the given value is less than 10 seconds. If a successful</span>
+</span><span id="Client.subscribe-678"><a href="#Client.subscribe-678"><span class="linenos">678</span></a><span class="sd">          acknowledgement is not sent within the timeout, all the unacknowledged</span>
+</span><span id="Client.subscribe-679"><a href="#Client.subscribe-679"><span class="linenos">679</span></a><span class="sd">          messages are redelivered.</span>
+</span><span id="Client.subscribe-680"><a href="#Client.subscribe-680"><span class="linenos">680</span></a><span class="sd">        * `negative_ack_redelivery_delay_ms`:</span>
+</span><span id="Client.subscribe-681"><a href="#Client.subscribe-681"><span class="linenos">681</span></a><span class="sd">           The delay after which to redeliver the messages that failed to be</span>
+</span><span id="Client.subscribe-682"><a href="#Client.subscribe-682"><span class="linenos">682</span></a><span class="sd">           processed (with the `consumer.negative_acknowledge()`)</span>
+</span><span id="Client.subscribe-683"><a href="#Client.subscribe-683"><span class="linenos">683</span></a><span class="sd">        * `broker_consumer_stats_cache_time_ms`:</span>
+</span><span id="Client.subscribe-684"><a href="#Client.subscribe-684"><span class="linenos">684</span></a><span class="sd">          Sets the time duration for which the broker-side consumer stats will</span>
+</span><span id="Client.subscribe-685"><a href="#Client.subscribe-685"><span class="linenos">685</span></a><span class="sd">          be cached in the client.</span>
+</span><span id="Client.subscribe-686"><a href="#Client.subscribe-686"><span class="linenos">686</span></a><span class="sd">        * `is_read_compacted`:</span>
+</span><span id="Client.subscribe-687"><a href="#Client.subscribe-687"><span class="linenos">687</span></a><span class="sd">          Selects whether to read the compacted version of the topic</span>
+</span><span id="Client.subscribe-688"><a href="#Client.subscribe-688"><span class="linenos">688</span></a><span class="sd">        * `properties`:</span>
+</span><span id="Client.subscribe-689"><a href="#Client.subscribe-689"><span class="linenos">689</span></a><span class="sd">          Sets the properties for the consumer. The properties associated with a consumer</span>
+</span><span id="Client.subscribe-690"><a href="#Client.subscribe-690"><span class="linenos">690</span></a><span class="sd">          can be used for identify a consumer at broker side.</span>
+</span><span id="Client.subscribe-691"><a href="#Client.subscribe-691"><span class="linenos">691</span></a><span class="sd">        * `pattern_auto_discovery_period`:</span>
+</span><span id="Client.subscribe-692"><a href="#Client.subscribe-692"><span class="linenos">692</span></a><span class="sd">          Periods of seconds for consumer to auto discover match topics.</span>
+</span><span id="Client.subscribe-693"><a href="#Client.subscribe-693"><span class="linenos">693</span></a><span class="sd">        * `initial_position`:</span>
+</span><span id="Client.subscribe-694"><a href="#Client.subscribe-694"><span class="linenos">694</span></a><span class="sd">          Set the initial position of a consumer  when subscribing to the topic.</span>
+</span><span id="Client.subscribe-695"><a href="#Client.subscribe-695"><span class="linenos">695</span></a><span class="sd">          It could be either: `InitialPosition.Earliest` or `InitialPosition.Latest`.</span>
+</span><span id="Client.subscribe-696"><a href="#Client.subscribe-696"><span class="linenos">696</span></a><span class="sd">          Default: `Latest`.</span>
+</span><span id="Client.subscribe-697"><a href="#Client.subscribe-697"><span class="linenos">697</span></a><span class="sd">        * crypto_key_reader:</span>
+</span><span id="Client.subscribe-698"><a href="#Client.subscribe-698"><span class="linenos">698</span></a><span class="sd">           Symmetric encryption class implementation, configuring public key encryption messages for the producer</span>
+</span><span id="Client.subscribe-699"><a href="#Client.subscribe-699"><span class="linenos">699</span></a><span class="sd">           and private key decryption messages for the consumer</span>
+</span><span id="Client.subscribe-700"><a href="#Client.subscribe-700"><span class="linenos">700</span></a><span class="sd">        * replicate_subscription_state_enabled:</span>
+</span><span id="Client.subscribe-701"><a href="#Client.subscribe-701"><span class="linenos">701</span></a><span class="sd">          Set whether the subscription status should be replicated.</span>
+</span><span id="Client.subscribe-702"><a href="#Client.subscribe-702"><span class="linenos">702</span></a><span class="sd">          Default: `False`.</span>
+</span><span id="Client.subscribe-703"><a href="#Client.subscribe-703"><span class="linenos">703</span></a><span class="sd">        &quot;&quot;&quot;</span>
+</span><span id="Client.subscribe-704"><a href="#Client.subscribe-704"><span class="linenos">704</span></a>        <span class="n">_check_type</span><span class="p">(</span><span class="nb">str</span><span class="p">,</span> <span class="n">subscription_name</span><span class="p">,</span> <span class="s1">&#39;subscription_name&#39;</span><span class="p">)</span>
+</span><span id="Client.subscribe-705"><a href="#Client.subscribe-705"><span class="linenos">705</span></a>        <span class="n">_check_type</span><span class="p">(</span><span class="n">ConsumerType</span><span class="p">,</span> <span class="n">consumer_type</span><span class="p">,</span> <span class="s1">&#39;consumer_type&#39;</span><span class="p">)</span>
+</span><span id="Client.subscribe-706"><a href="#Client.subscribe-706"><span class="linenos">706</span></a>        <span class="n">_check_type</span><span class="p">(</span><span class="n">_schema</span><span class="o">.</span><span class="n">Schema</span><span class="p">,</span> <span class="n">schema</span><span class="p">,</span> <span class="s1">&#39;schema&#39;</span><span class="p">)</span>
+</span><span id="Client.subscribe-707"><a href="#Client.subscribe-707"><span class="linenos">707</span></a>        <span class="n">_check_type</span><span class="p">(</span><span class="nb">int</span><span class="p">,</span> <span class="n">receiver_queue_size</span><span class="p">,</span> <span class="s1">&#39;receiver_queue_size&#39;</span><span class="p">)</span>
+</span><span id="Client.subscribe-708"><a href="#Client.subscribe-708"><span class="linenos">708</span></a>        <span class="n">_check_type</span><span class="p">(</span><span class="nb">int</span><span class="p">,</span> <span class="n">max_total_receiver_queue_size_across_partitions</span><span class="p">,</span>
+</span><span id="Client.subscribe-709"><a href="#Client.subscribe-709"><span class="linenos">709</span></a>                    <span class="s1">&#39;max_total_receiver_queue_size_across_partitions&#39;</span><span class="p">)</span>
+</span><span id="Client.subscribe-710"><a href="#Client.subscribe-710"><span class="linenos">710</span></a>        <span class="n">_check_type_or_none</span><span class="p">(</span><span class="nb">str</span><span class="p">,</span> <span class="n">consumer_name</span><span class="p">,</span> <span class="s1">&#39;consumer_name&#39;</span><span class="p">)</span>
+</span><span id="Client.subscribe-711"><a href="#Client.subscribe-711"><span class="linenos">711</span></a>        <span class="n">_check_type_or_none</span><span class="p">(</span><span class="nb">int</span><span class="p">,</span> <span class="n">unacked_messages_timeout_ms</span><span class="p">,</span> <span class="s1">&#39;unacked_messages_timeout_ms&#39;</span><span class="p">)</span>
+</span><span id="Client.subscribe-712"><a href="#Client.subscribe-712"><span class="linenos">712</span></a>        <span class="n">_check_type</span><span class="p">(</span><span class="nb">int</span><span class="p">,</span> <span class="n">broker_consumer_stats_cache_time_ms</span><span class="p">,</span> <span class="s1">&#39;broker_consumer_stats_cache_time_ms&#39;</span><span class="p">)</span>
+</span><span id="Client.subscribe-713"><a href="#Client.subscribe-713"><span class="linenos">713</span></a>        <span class="n">_check_type</span><span class="p">(</span><span class="nb">int</span><span class="p">,</span> <span class="n">negative_ack_redelivery_delay_ms</span><span class="p">,</span> <span class="s1">&#39;negative_ack_redelivery_delay_ms&#39;</span><span class="p">)</span>
+</span><span id="Client.subscribe-714"><a href="#Client.subscribe-714"><span class="linenos">714</span></a>        <span class="n">_check_type</span><span class="p">(</span><span class="nb">int</span><span class="p">,</span> <span class="n">pattern_auto_discovery_period</span><span class="p">,</span> <span class="s1">&#39;pattern_auto_discovery_period&#39;</span><span class="p">)</span>
+</span><span id="Client.subscribe-715"><a href="#Client.subscribe-715"><span class="linenos">715</span></a>        <span class="n">_check_type</span><span class="p">(</span><span class="nb">bool</span><span class="p">,</span> <span class="n">is_read_compacted</span><span class="p">,</span> <span class="s1">&#39;is_read_compacted&#39;</span><span class="p">)</span>
+</span><span id="Client.subscribe-716"><a href="#Client.subscribe-716"><span class="linenos">716</span></a>        <span class="n">_check_type_or_none</span><span class="p">(</span><span class="nb">dict</span><span class="p">,</span> <span class="n">properties</span><span class="p">,</span> <span class="s1">&#39;properties&#39;</span><span class="p">)</span>
+</span><span id="Client.subscribe-717"><a href="#Client.subscribe-717"><span class="linenos">717</span></a>        <span class="n">_check_type</span><span class="p">(</span><span class="n">InitialPosition</span><span class="p">,</span> <span class="n">initial_position</span><span class="p">,</span> <span class="s1">&#39;initial_position&#39;</span><span class="p">)</span>
+</span><span id="Client.subscribe-718"><a href="#Client.subscribe-718"><span class="linenos">718</span></a>        <span class="n">_check_type_or_none</span><span class="p">(</span><span class="n">CryptoKeyReader</span><span class="p">,</span> <span class="n">crypto_key_reader</span><span class="p">,</span> <span class="s1">&#39;crypto_key_reader&#39;</span><span class="p">)</span>
+</span><span id="Client.subscribe-719"><a href="#Client.subscribe-719"><span class="linenos">719</span></a>
+</span><span id="Client.subscribe-720"><a href="#Client.subscribe-720"><span class="linenos">720</span></a>        <span class="n">conf</span> <span class="o">=</span> <span class="n">_pulsar</span><span class="o">.</span><span class="n">ConsumerConfiguration</span><span class="p">()</span>
+</span><span id="Client.subscribe-721"><a href="#Client.subscribe-721"><span class="linenos">721</span></a>        <span class="n">conf</span><span class="o">.</span><span class="n">consumer_type</span><span class="p">(</span><span class="n">consumer_type</span><span class="p">)</span>
+</span><span id="Client.subscribe-722"><a href="#Client.subscribe-722"><span class="linenos">722</span></a>        <span class="n">conf</span><span class="o">.</span><span class="n">read_compacted</span><span class="p">(</span><span class="n">is_read_compacted</span><span class="p">)</span>
+</span><span id="Client.subscribe-723"><a href="#Client.subscribe-723"><span class="linenos">723</span></a>        <span class="k">if</span> <span class="n">message_listener</span><span class="p">:</span>
+</span><span id="Client.subscribe-724"><a href="#Client.subscribe-724"><span class="linenos">724</span></a>            <span class="n">conf</span><span class="o">.</span><span class="n">message_listener</span><span class="p">(</span><span class="n">_listener_wrapper</span><span class="p">(</span><span class="n">message_listener</span><span class="p">,</span> <span class="n">schema</span><span class="p">))</span>
+</span><span id="Client.subscribe-725"><a href="#Client.subscribe-725"><span class="linenos">725</span></a>        <span class="n">conf</span><span class="o">.</span><span class="n">receiver_queue_size</span><span class="p">(</span><span class="n">receiver_queue_size</span><span class="p">)</span>
+</span><span id="Client.subscribe-726"><a href="#Client.subscribe-726"><span class="linenos">726</span></a>        <span class="n">conf</span><span class="o">.</span><span class="n">max_total_receiver_queue_size_across_partitions</span><span class="p">(</span><span class="n">max_total_receiver_queue_size_across_partitions</span><span class="p">)</span>
+</span><span id="Client.subscribe-727"><a href="#Client.subscribe-727"><span class="linenos">727</span></a>        <span class="k">if</span> <span class="n">consumer_name</span><span class="p">:</span>
+</span><span id="Client.subscribe-728"><a href="#Client.subscribe-728"><span class="linenos">728</span></a>            <span class="n">conf</span><span class="o">.</span><span class="n">consumer_name</span><span class="p">(</span><span class="n">consumer_name</span><span class="p">)</span>
+</span><span id="Client.subscribe-729"><a href="#Client.subscribe-729"><span class="linenos">729</span></a>        <span class="k">if</span> <span class="n">unacked_messages_timeout_ms</span><span class="p">:</span>
+</span><span id="Client.subscribe-730"><a href="#Client.subscribe-730"><span class="linenos">730</span></a>            <span class="n">conf</span><span class="o">.</span><span class="n">unacked_messages_timeout_ms</span><span class="p">(</span><span class="n">unacked_messages_timeout_ms</span><span class="p">)</span>
+</span><span id="Client.subscribe-731"><a href="#Client.subscribe-731"><span class="linenos">731</span></a>
+</span><span id="Client.subscribe-732"><a href="#Client.subscribe-732"><span class="linenos">732</span></a>        <span class="n">conf</span><span class="o">.</span><span class="n">negative_ack_redelivery_delay_ms</span><span class="p">(</span><span class="n">negative_ack_redelivery_delay_ms</span><span class="p">)</span>
+</span><span id="Client.subscribe-733"><a href="#Client.subscribe-733"><span class="linenos">733</span></a>        <span class="n">conf</span><span class="o">.</span><span class="n">broker_consumer_stats_cache_time_ms</span><span class="p">(</span><span class="n">broker_consumer_stats_cache_time_ms</span><span class="p">)</span>
+</span><span id="Client.subscribe-734"><a href="#Client.subscribe-734"><span class="linenos">734</span></a>        <span class="k">if</span> <span class="n">properties</span><span class="p">:</span>
+</span><span id="Client.subscribe-735"><a href="#Client.subscribe-735"><span class="linenos">735</span></a>            <span class="k">for</span> <span class="n">k</span><span class="p">,</span> <span class="n">v</span> <span class="ow">in</span> <span class="n">properties</span><span class="o">.</span><span class="n">items</span><span class="p">():</span>
+</span><span id="Client.subscribe-736"><a href="#Client.subscribe-736"><span class="linenos">736</span></a>                <span class="n">conf</span><span class="o">.</span><span class="n">property</span><span class="p">(</span><span class="n">k</span><span class="p">,</span> <span class="n">v</span><span class="p">)</span>
+</span><span id="Client.subscribe-737"><a href="#Client.subscribe-737"><span class="linenos">737</span></a>        <span class="n">conf</span><span class="o">.</span><span class="n">subscription_initial_position</span><span class="p">(</span><span class="n">initial_position</span><span class="p">)</span>
+</span><span id="Client.subscribe-738"><a href="#Client.subscribe-738"><span class="linenos">738</span></a>
+</span><span id="Client.subscribe-739"><a href="#Client.subscribe-739"><span class="linenos">739</span></a>        <span class="n">conf</span><span class="o">.</span><span class="n">schema</span><span class="p">(</span><span class="n">schema</span><span class="o">.</span><span class="n">schema_info</span><span class="p">())</span>
+</span><span id="Client.subscribe-740"><a href="#Client.subscribe-740"><span class="linenos">740</span></a>
+</span><span id="Client.subscribe-741"><a href="#Client.subscribe-741"><span class="linenos">741</span></a>        <span class="k">if</span> <span class="n">crypto_key_reader</span><span class="p">:</span>
+</span><span id="Client.subscribe-742"><a href="#Client.subscribe-742"><span class="linenos">742</span></a>            <span class="n">conf</span><span class="o">.</span><span class="n">crypto_key_reader</span><span class="p">(</span><span class="n">crypto_key_reader</span><span class="o">.</span><span class="n">cryptoKeyReader</span><span class="p">)</span>
+</span><span id="Client.subscribe-743"><a href="#Client.subscribe-743"><span class="linenos">743</span></a>
+</span><span id="Client.subscribe-744"><a href="#Client.subscribe-744"><span class="linenos">744</span></a>        <span class="n">conf</span><span class="o">.</span><span class="n">replicate_subscription_state_enabled</span><span class="p">(</span><span class="n">replicate_subscription_state_enabled</span><span class="p">)</span>
+</span><span id="Client.subscribe-745"><a href="#Client.subscribe-745"><span class="linenos">745</span></a>
+</span><span id="Client.subscribe-746"><a href="#Client.subscribe-746"><span class="linenos">746</span></a>        <span class="n">c</span> <span class="o">=</span> <span class="n">Consumer</span><span class="p">()</span>
+</span><span id="Client.subscribe-747"><a href="#Client.subscribe-747"><span class="linenos">747</span></a>        <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">topic</span><span class="p">,</span> <span class="nb">str</span><span class="p">):</span>
+</span><span id="Client.subscribe-748"><a href="#Client.subscribe-748"><span class="linenos">748</span></a>            <span class="c1"># Single topic</span>
+</span><span id="Client.subscribe-749"><a href="#Client.subscribe-749"><span class="linenos">749</span></a>            <span class="n">c</span><span class="o">.</span><span class="n">_consumer</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_client</span><span class="o">.</span><span class="n">subscribe</span><span class="p">(</span><span class="n">topic</span><span class="p">,</span> <span class="n">subscription_name</span><span class= [...]
+</span><span id="Client.subscribe-750"><a href="#Client.subscribe-750"><span class="linenos">750</span></a>        <span class="k">elif</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">topic</span><span class="p">,</span> <span class="nb">list</span><span class="p">):</span>
+</span><span id="Client.subscribe-751"><a href="#Client.subscribe-751"><span class="linenos">751</span></a>            <span class="c1"># List of topics</span>
+</span><span id="Client.subscribe-752"><a href="#Client.subscribe-752"><span class="linenos">752</span></a>            <span class="n">c</span><span class="o">.</span><span class="n">_consumer</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_client</span><span class="o">.</span><span class="n">subscribe_topics</span><span class="p">(</span><span class="n">topic</span><span class="p">,</span> <span class="n">subscription_name</span><span [...]
+</span><span id="Client.subscribe-753"><a href="#Client.subscribe-753"><span class="linenos">753</span></a>        <span class="k">elif</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">topic</span><span class="p">,</span> <span class="n">_retype</span><span class="p">):</span>
+</span><span id="Client.subscribe-754"><a href="#Client.subscribe-754"><span class="linenos">754</span></a>            <span class="c1"># Regex pattern</span>
+</span><span id="Client.subscribe-755"><a href="#Client.subscribe-755"><span class="linenos">755</span></a>            <span class="n">c</span><span class="o">.</span><span class="n">_consumer</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_client</span><span class="o">.</span><span class="n">subscribe_pattern</span><span class="p">(</span><span class="n">topic</span><span class="o">.</span><span class="n">pattern</span><span class="p" [...]
+</span><span id="Client.subscribe-756"><a href="#Client.subscribe-756"><span class="linenos">756</span></a>        <span class="k">else</span><span class="p">:</span>
+</span><span id="Client.subscribe-757"><a href="#Client.subscribe-757"><span class="linenos">757</span></a>            <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span><span class="s2">&quot;Argument &#39;topic&#39; is expected to be of a type between (str, list, re.pattern)&quot;</span><span class="p">)</span>
+</span><span id="Client.subscribe-758"><a href="#Client.subscribe-758"><span class="linenos">758</span></a>
+</span><span id="Client.subscribe-759"><a href="#Client.subscribe-759"><span class="linenos">759</span></a>        <span class="n">c</span><span class="o">.</span><span class="n">_client</span> <span class="o">=</span> <span class="bp">self</span>
+</span><span id="Client.subscribe-760"><a href="#Client.subscribe-760"><span class="linenos">760</span></a>        <span class="n">c</span><span class="o">.</span><span class="n">_schema</span> <span class="o">=</span> <span class="n">schema</span>
+</span><span id="Client.subscribe-761"><a href="#Client.subscribe-761"><span class="linenos">761</span></a>        <span class="bp">self</span><span class="o">.</span><span class="n">_consumers</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">c</span><span class="p">)</span>
+</span><span id="Client.subscribe-762"><a href="#Client.subscribe-762"><span class="linenos">762</span></a>        <span class="k">return</span> <span class="n">c</span>
+</span></pre></div>
+
+
+            <div class="docstring"><p>Subscribe to the given topic and subscription combination.</p>
+
+<p><strong>Args</strong></p>
+
+<ul>
+<li><code>topic</code>: The name of the topic, list of topics or regex pattern.
+      This method will accept these forms:
+        - <code>topic='my-topic'</code>
+        - <code>topic=['topic-1', 'topic-2', 'topic-3']</code>
+        - <code>topic=re.compile('persistent://public/default/topic-*')</code></li>
+<li><code>subscription</code>: The name of the subscription.</li>
+</ul>
+
+<p><strong>Options</strong></p>
+
+<ul>
+<li><code>consumer_type</code>:
+Select the subscription type to be used when subscribing to the topic.</li>
+<li><code>schema</code>:
+Define the schema of the data that will be received by this consumer.</li>
+<li><p><code>message_listener</code>:
+Sets a message listener for the consumer. When the listener is set,
+the application will receive messages through it. Calls to
+<code>consumer.receive()</code> will not be allowed. The listener function needs
+to accept (consumer, message), for example:</p>
+
+<pre><code>#!python
+def my_listener(consumer, message):
+    # process message
+    consumer.acknowledge(message)
+</code></pre></li>
+<li><p><code>receiver_queue_size</code>:
+Sets the size of the consumer receive queue. The consumer receive
+queue controls how many messages can be accumulated by the consumer
+before the application calls <code>receive()</code>. Using a higher value could
+potentially increase the consumer throughput at the expense of higher
+memory utilization. Setting the consumer queue size to zero decreases
+the throughput of the consumer by disabling pre-fetching of messages.
+This approach improves the message distribution on shared subscription
+by pushing messages only to those consumers that are ready to process
+them. Neither receive with timeout nor partitioned topics can be used
+if the consumer queue size is zero. The <code>receive()</code> function call
+should not be interrupted when the consumer queue size is zero. The
+default value is 1000 messages and should work well for most use
+cases.</p></li>
+<li><code>max_total_receiver_queue_size_across_partitions</code>
+Set the max total receiver queue size across partitions.
+This setting will be used to reduce the receiver queue size for individual partitions</li>
+<li><code>consumer_name</code>:
+Sets the consumer name.</li>
+<li><code>unacked_messages_timeout_ms</code>:
+Sets the timeout in milliseconds for unacknowledged messages. The
+timeout needs to be greater than 10 seconds. An exception is thrown if
+the given value is less than 10 seconds. If a successful
+acknowledgement is not sent within the timeout, all the unacknowledged
+messages are redelivered.</li>
+<li><code>negative_ack_redelivery_delay_ms</code>:
+The delay after which to redeliver the messages that failed to be
+processed (with the <code>consumer.negative_acknowledge()</code>)</li>
+<li><code>broker_consumer_stats_cache_time_ms</code>:
+Sets the time duration for which the broker-side consumer stats will
+be cached in the client.</li>
+<li><code>is_read_compacted</code>:
+Selects whether to read the compacted version of the topic</li>
+<li><code>properties</code>:
+Sets the properties for the consumer. The properties associated with a consumer
+can be used for identify a consumer at broker side.</li>
+<li><code>pattern_auto_discovery_period</code>:
+Periods of seconds for consumer to auto discover match topics.</li>
+<li><code>initial_position</code>:
+Set the initial position of a consumer  when subscribing to the topic.
+It could be either: <code>InitialPosition.Earliest</code> or <code>InitialPosition.Latest</code>.
+Default: <code>Latest</code>.</li>
+<li>crypto_key_reader:
+Symmetric encryption class implementation, configuring public key encryption messages for the producer
+and private key decryption messages for the consumer</li>
+<li>replicate_subscription_state_enabled:
+Set whether the subscription status should be replicated.
+Default: <code>False</code>.</li>
+</ul>
+</div>
+
+
+                            </div>
+                            <div id="Client.create_reader" class="classattr">
+                                        <input id="Client.create_reader-view-source" class="view-source-toggle-state" type="checkbox" aria-hidden="true" tabindex="-1">
+<div class="attr function">
+            
+        <span class="def">def</span>
+        <span class="name">create_reader</span><span class="signature pdoc-code multiline">(<span class="param">	<span class="bp">self</span>,</span><span class="param">	<span class="n">topic</span>,</span><span class="param">	<span class="n">start_message_id</span>,</span><span class="param">	<span class="n">schema</span><span class="o">=&lt;</span><span class="n"><a href="pulsar/schema/schema.html#BytesSchema">pulsar.schema.schema.BytesSchema</a></span> <span class="nb">object</span><s [...]
+
+                <label class="view-source-button" for="Client.create_reader-view-source"><span>View Source</span></label>
+
+    </div>
+    <a class="headerlink" href="#Client.create_reader"></a>
+            <div class="pdoc-code codehilite"><pre><span></span><span id="Client.create_reader-764"><a href="#Client.create_reader-764"><span class="linenos">764</span></a>    <span class="k">def</span> <span class="nf">create_reader</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">topic</span><span class="p">,</span> <span class="n">start_message_id</span><span class="p">,</span>
+</span><span id="Client.create_reader-765"><a href="#Client.create_reader-765"><span class="linenos">765</span></a>                      <span class="n">schema</span><span class="o">=</span><span class="n">schema</span><span class="o">.</span><span class="n">BytesSchema</span><span class="p">(),</span>
+</span><span id="Client.create_reader-766"><a href="#Client.create_reader-766"><span class="linenos">766</span></a>                      <span class="n">reader_listener</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+</span><span id="Client.create_reader-767"><a href="#Client.create_reader-767"><span class="linenos">767</span></a>                      <span class="n">receiver_queue_size</span><span class="o">=</span><span class="mi">1000</span><span class="p">,</span>
+</span><span id="Client.create_reader-768"><a href="#Client.create_reader-768"><span class="linenos">768</span></a>                      <span class="n">reader_name</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+</span><span id="Client.create_reader-769"><a href="#Client.create_reader-769"><span class="linenos">769</span></a>                      <span class="n">subscription_role_prefix</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+</span><span id="Client.create_reader-770"><a href="#Client.create_reader-770"><span class="linenos">770</span></a>                      <span class="n">is_read_compacted</span><span class="o">=</span><span class="kc">False</span><span class="p">,</span>
+</span><span id="Client.create_reader-771"><a href="#Client.create_reader-771"><span class="linenos">771</span></a>                      <span class="n">crypto_key_reader</span><span class="o">=</span><span class="kc">None</span>
+</span><span id="Client.create_reader-772"><a href="#Client.create_reader-772"><span class="linenos">772</span></a>                      <span class="p">):</span>
+</span><span id="Client.create_reader-773"><a href="#Client.create_reader-773"><span class="linenos">773</span></a>        <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="Client.create_reader-774"><a href="#Client.create_reader-774"><span class="linenos">774</span></a><span class="sd">        Create a reader on a particular topic</span>
+</span><span id="Client.create_reader-775"><a href="#Client.create_reader-775"><span class="linenos">775</span></a>
+</span><span id="Client.create_reader-776"><a href="#Client.create_reader-776"><span class="linenos">776</span></a><span class="sd">        **Args**</span>
+</span><span id="Client.create_reader-777"><a href="#Client.create_reader-777"><span class="linenos">777</span></a>
+</span><span id="Client.create_reader-778"><a href="#Client.create_reader-778"><span class="linenos">778</span></a><span class="sd">        * `topic`: The name of the topic.</span>
+</span><span id="Client.create_reader-779"><a href="#Client.create_reader-779"><span class="linenos">779</span></a><span class="sd">        * `start_message_id`: The initial reader positioning is done by specifying a message id.</span>
+</span><span id="Client.create_reader-780"><a href="#Client.create_reader-780"><span class="linenos">780</span></a><span class="sd">           The options are:</span>
+</span><span id="Client.create_reader-781"><a href="#Client.create_reader-781"><span class="linenos">781</span></a><span class="sd">            * `MessageId.earliest`: Start reading from the earliest message available in the topic</span>
+</span><span id="Client.create_reader-782"><a href="#Client.create_reader-782"><span class="linenos">782</span></a><span class="sd">            * `MessageId.latest`: Start reading from the end topic, only getting messages published</span>
+</span><span id="Client.create_reader-783"><a href="#Client.create_reader-783"><span class="linenos">783</span></a><span class="sd">               after the reader was created</span>
+</span><span id="Client.create_reader-784"><a href="#Client.create_reader-784"><span class="linenos">784</span></a><span class="sd">            * `MessageId`: When passing a particular message id, the reader will position itself on</span>
+</span><span id="Client.create_reader-785"><a href="#Client.create_reader-785"><span class="linenos">785</span></a><span class="sd">               that specific position. The first message to be read will be the message next to the</span>
+</span><span id="Client.create_reader-786"><a href="#Client.create_reader-786"><span class="linenos">786</span></a><span class="sd">               specified messageId. Message id can be serialized into a string and deserialized</span>
+</span><span id="Client.create_reader-787"><a href="#Client.create_reader-787"><span class="linenos">787</span></a><span class="sd">               back into a `MessageId` object:</span>
+</span><span id="Client.create_reader-788"><a href="#Client.create_reader-788"><span class="linenos">788</span></a>
+</span><span id="Client.create_reader-789"><a href="#Client.create_reader-789"><span class="linenos">789</span></a><span class="sd">                   # Serialize to string</span>
+</span><span id="Client.create_reader-790"><a href="#Client.create_reader-790"><span class="linenos">790</span></a><span class="sd">                   s = msg.message_id().serialize()</span>
+</span><span id="Client.create_reader-791"><a href="#Client.create_reader-791"><span class="linenos">791</span></a>
+</span><span id="Client.create_reader-792"><a href="#Client.create_reader-792"><span class="linenos">792</span></a><span class="sd">                   # Deserialize from string</span>
+</span><span id="Client.create_reader-793"><a href="#Client.create_reader-793"><span class="linenos">793</span></a><span class="sd">                   msg_id = MessageId.deserialize(s)</span>
+</span><span id="Client.create_reader-794"><a href="#Client.create_reader-794"><span class="linenos">794</span></a>
+</span><span id="Client.create_reader-795"><a href="#Client.create_reader-795"><span class="linenos">795</span></a><span class="sd">        **Options**</span>
+</span><span id="Client.create_reader-796"><a href="#Client.create_reader-796"><span class="linenos">796</span></a>
+</span><span id="Client.create_reader-797"><a href="#Client.create_reader-797"><span class="linenos">797</span></a><span class="sd">        * `schema`:</span>
+</span><span id="Client.create_reader-798"><a href="#Client.create_reader-798"><span class="linenos">798</span></a><span class="sd">           Define the schema of the data that will be received by this reader.</span>
+</span><span id="Client.create_reader-799"><a href="#Client.create_reader-799"><span class="linenos">799</span></a><span class="sd">        * `reader_listener`:</span>
+</span><span id="Client.create_reader-800"><a href="#Client.create_reader-800"><span class="linenos">800</span></a><span class="sd">          Sets a message listener for the reader. When the listener is set,</span>
+</span><span id="Client.create_reader-801"><a href="#Client.create_reader-801"><span class="linenos">801</span></a><span class="sd">          the application will receive messages through it. Calls to</span>
+</span><span id="Client.create_reader-802"><a href="#Client.create_reader-802"><span class="linenos">802</span></a><span class="sd">          `reader.read_next()` will not be allowed. The listener function needs</span>
+</span><span id="Client.create_reader-803"><a href="#Client.create_reader-803"><span class="linenos">803</span></a><span class="sd">          to accept (reader, message), for example:</span>
+</span><span id="Client.create_reader-804"><a href="#Client.create_reader-804"><span class="linenos">804</span></a>
+</span><span id="Client.create_reader-805"><a href="#Client.create_reader-805"><span class="linenos">805</span></a><span class="sd">                def my_listener(reader, message):</span>
+</span><span id="Client.create_reader-806"><a href="#Client.create_reader-806"><span class="linenos">806</span></a><span class="sd">                    # process message</span>
+</span><span id="Client.create_reader-807"><a href="#Client.create_reader-807"><span class="linenos">807</span></a><span class="sd">                    pass</span>
+</span><span id="Client.create_reader-808"><a href="#Client.create_reader-808"><span class="linenos">808</span></a>
+</span><span id="Client.create_reader-809"><a href="#Client.create_reader-809"><span class="linenos">809</span></a><span class="sd">        * `receiver_queue_size`:</span>
+</span><span id="Client.create_reader-810"><a href="#Client.create_reader-810"><span class="linenos">810</span></a><span class="sd">          Sets the size of the reader receive queue. The reader receive</span>
+</span><span id="Client.create_reader-811"><a href="#Client.create_reader-811"><span class="linenos">811</span></a><span class="sd">          queue controls how many messages can be accumulated by the reader</span>
+</span><span id="Client.create_reader-812"><a href="#Client.create_reader-812"><span class="linenos">812</span></a><span class="sd">          before the application calls `read_next()`. Using a higher value could</span>
+</span><span id="Client.create_reader-813"><a href="#Client.create_reader-813"><span class="linenos">813</span></a><span class="sd">          potentially increase the reader throughput at the expense of higher</span>
+</span><span id="Client.create_reader-814"><a href="#Client.create_reader-814"><span class="linenos">814</span></a><span class="sd">          memory utilization.</span>
+</span><span id="Client.create_reader-815"><a href="#Client.create_reader-815"><span class="linenos">815</span></a><span class="sd">        * `reader_name`:</span>
+</span><span id="Client.create_reader-816"><a href="#Client.create_reader-816"><span class="linenos">816</span></a><span class="sd">          Sets the reader name.</span>
+</span><span id="Client.create_reader-817"><a href="#Client.create_reader-817"><span class="linenos">817</span></a><span class="sd">        * `subscription_role_prefix`:</span>
+</span><span id="Client.create_reader-818"><a href="#Client.create_reader-818"><span class="linenos">818</span></a><span class="sd">          Sets the subscription role prefix.</span>
+</span><span id="Client.create_reader-819"><a href="#Client.create_reader-819"><span class="linenos">819</span></a><span class="sd">        * `is_read_compacted`:</span>
+</span><span id="Client.create_reader-820"><a href="#Client.create_reader-820"><span class="linenos">820</span></a><span class="sd">          Selects whether to read the compacted version of the topic</span>
+</span><span id="Client.create_reader-821"><a href="#Client.create_reader-821"><span class="linenos">821</span></a><span class="sd">        * crypto_key_reader:</span>
+</span><span id="Client.create_reader-822"><a href="#Client.create_reader-822"><span class="linenos">822</span></a><span class="sd">           Symmetric encryption class implementation, configuring public key encryption messages for the producer</span>
+</span><span id="Client.create_reader-823"><a href="#Client.create_reader-823"><span class="linenos">823</span></a><span class="sd">           and private key decryption messages for the consumer</span>
+</span><span id="Client.create_reader-824"><a href="#Client.create_reader-824"><span class="linenos">824</span></a><span class="sd">        &quot;&quot;&quot;</span>
+</span><span id="Client.create_reader-825"><a href="#Client.create_reader-825"><span class="linenos">825</span></a>        <span class="n">_check_type</span><span class="p">(</span><span class="nb">str</span><span class="p">,</span> <span class="n">topic</span><span class="p">,</span> <span class="s1">&#39;topic&#39;</span><span class="p">)</span>
+</span><span id="Client.create_reader-826"><a href="#Client.create_reader-826"><span class="linenos">826</span></a>        <span class="n">_check_type</span><span class="p">(</span><span class="n">_pulsar</span><span class="o">.</span><span class="n">MessageId</span><span class="p">,</span> <span class="n">start_message_id</span><span class="p">,</span> <span class="s1">&#39;start_message_id&#39;</span><span class="p">)</span>
+</span><span id="Client.create_reader-827"><a href="#Client.create_reader-827"><span class="linenos">827</span></a>        <span class="n">_check_type</span><span class="p">(</span><span class="n">_schema</span><span class="o">.</span><span class="n">Schema</span><span class="p">,</span> <span class="n">schema</span><span class="p">,</span> <span class="s1">&#39;schema&#39;</span><span class="p">)</span>
+</span><span id="Client.create_reader-828"><a href="#Client.create_reader-828"><span class="linenos">828</span></a>        <span class="n">_check_type</span><span class="p">(</span><span class="nb">int</span><span class="p">,</span> <span class="n">receiver_queue_size</span><span class="p">,</span> <span class="s1">&#39;receiver_queue_size&#39;</span><span class="p">)</span>
+</span><span id="Client.create_reader-829"><a href="#Client.create_reader-829"><span class="linenos">829</span></a>        <span class="n">_check_type_or_none</span><span class="p">(</span><span class="nb">str</span><span class="p">,</span> <span class="n">reader_name</span><span class="p">,</span> <span class="s1">&#39;reader_name&#39;</span><span class="p">)</span>
+</span><span id="Client.create_reader-830"><a href="#Client.create_reader-830"><span class="linenos">830</span></a>        <span class="n">_check_type_or_none</span><span class="p">(</span><span class="nb">str</span><span class="p">,</span> <span class="n">subscription_role_prefix</span><span class="p">,</span> <span class="s1">&#39;subscription_role_prefix&#39;</span><span class="p">)</span>
+</span><span id="Client.create_reader-831"><a href="#Client.create_reader-831"><span class="linenos">831</span></a>        <span class="n">_check_type</span><span class="p">(</span><span class="nb">bool</span><span class="p">,</span> <span class="n">is_read_compacted</span><span class="p">,</span> <span class="s1">&#39;is_read_compacted&#39;</span><span class="p">)</span>
+</span><span id="Client.create_reader-832"><a href="#Client.create_reader-832"><span class="linenos">832</span></a>        <span class="n">_check_type_or_none</span><span class="p">(</span><span class="n">CryptoKeyReader</span><span class="p">,</span> <span class="n">crypto_key_reader</span><span class="p">,</span> <span class="s1">&#39;crypto_key_reader&#39;</span><span class="p">)</span>
+</span><span id="Client.create_reader-833"><a href="#Client.create_reader-833"><span class="linenos">833</span></a>
+</span><span id="Client.create_reader-834"><a href="#Client.create_reader-834"><span class="linenos">834</span></a>        <span class="n">conf</span> <span class="o">=</span> <span class="n">_pulsar</span><span class="o">.</span><span class="n">ReaderConfiguration</span><span class="p">()</span>
+</span><span id="Client.create_reader-835"><a href="#Client.create_reader-835"><span class="linenos">835</span></a>        <span class="k">if</span> <span class="n">reader_listener</span><span class="p">:</span>
+</span><span id="Client.create_reader-836"><a href="#Client.create_reader-836"><span class="linenos">836</span></a>            <span class="n">conf</span><span class="o">.</span><span class="n">reader_listener</span><span class="p">(</span><span class="n">_listener_wrapper</span><span class="p">(</span><span class="n">reader_listener</span><span class="p">,</span> <span class="n">schema</span><span class="p">))</span>
+</span><span id="Client.create_reader-837"><a href="#Client.create_reader-837"><span class="linenos">837</span></a>        <span class="n">conf</span><span class="o">.</span><span class="n">receiver_queue_size</span><span class="p">(</span><span class="n">receiver_queue_size</span><span class="p">)</span>
+</span><span id="Client.create_reader-838"><a href="#Client.create_reader-838"><span class="linenos">838</span></a>        <span class="k">if</span> <span class="n">reader_name</span><span class="p">:</span>
+</span><span id="Client.create_reader-839"><a href="#Client.create_reader-839"><span class="linenos">839</span></a>            <span class="n">conf</span><span class="o">.</span><span class="n">reader_name</span><span class="p">(</span><span class="n">reader_name</span><span class="p">)</span>
+</span><span id="Client.create_reader-840"><a href="#Client.create_reader-840"><span class="linenos">840</span></a>        <span class="k">if</span> <span class="n">subscription_role_prefix</span><span class="p">:</span>
+</span><span id="Client.create_reader-841"><a href="#Client.create_reader-841"><span class="linenos">841</span></a>            <span class="n">conf</span><span class="o">.</span><span class="n">subscription_role_prefix</span><span class="p">(</span><span class="n">subscription_role_prefix</span><span class="p">)</span>
+</span><span id="Client.create_reader-842"><a href="#Client.create_reader-842"><span class="linenos">842</span></a>        <span class="n">conf</span><span class="o">.</span><span class="n">schema</span><span class="p">(</span><span class="n">schema</span><span class="o">.</span><span class="n">schema_info</span><span class="p">())</span>
+</span><span id="Client.create_reader-843"><a href="#Client.create_reader-843"><span class="linenos">843</span></a>        <span class="n">conf</span><span class="o">.</span><span class="n">read_compacted</span><span class="p">(</span><span class="n">is_read_compacted</span><span class="p">)</span>
+</span><span id="Client.create_reader-844"><a href="#Client.create_reader-844"><span class="linenos">844</span></a>        <span class="k">if</span> <span class="n">crypto_key_reader</span><span class="p">:</span>
+</span><span id="Client.create_reader-845"><a href="#Client.create_reader-845"><span class="linenos">845</span></a>            <span class="n">conf</span><span class="o">.</span><span class="n">crypto_key_reader</span><span class="p">(</span><span class="n">crypto_key_reader</span><span class="o">.</span><span class="n">cryptoKeyReader</span><span class="p">)</span>
+</span><span id="Client.create_reader-846"><a href="#Client.create_reader-846"><span class="linenos">846</span></a>
+</span><span id="Client.create_reader-847"><a href="#Client.create_reader-847"><span class="linenos">847</span></a>        <span class="n">c</span> <span class="o">=</span> <span class="n">Reader</span><span class="p">()</span>
+</span><span id="Client.create_reader-848"><a href="#Client.create_reader-848"><span class="linenos">848</span></a>        <span class="n">c</span><span class="o">.</span><span class="n">_reader</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_client</span><span class="o">.</span><span class="n">create_reader</span><span class="p">(</span><span class="n">topic</span><span class="p">,</span> <span class="n">start_message_id</span><span c [...]
+</span><span id="Client.create_reader-849"><a href="#Client.create_reader-849"><span class="linenos">849</span></a>        <span class="n">c</span><span class="o">.</span><span class="n">_client</span> <span class="o">=</span> <span class="bp">self</span>
+</span><span id="Client.create_reader-850"><a href="#Client.create_reader-850"><span class="linenos">850</span></a>        <span class="n">c</span><span class="o">.</span><span class="n">_schema</span> <span class="o">=</span> <span class="n">schema</span>
+</span><span id="Client.create_reader-851"><a href="#Client.create_reader-851"><span class="linenos">851</span></a>        <span class="bp">self</span><span class="o">.</span><span class="n">_consumers</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">c</span><span class="p">)</span>
+</span><span id="Client.create_reader-852"><a href="#Client.create_reader-852"><span class="linenos">852</span></a>        <span class="k">return</span> <span class="n">c</span>
+</span></pre></div>
+
+
+            <div class="docstring"><p>Create a reader on a particular topic</p>
+
+<p><strong>Args</strong></p>
+
+<ul>
+<li><code>topic</code>: The name of the topic.</li>
+<li><p><code>start_message_id</code>: The initial reader positioning is done by specifying a message id.
+The options are:</p>
+
+<ul>
+<li><code><a href="#MessageId.earliest">MessageId.earliest</a></code>: Start reading from the earliest message available in the topic</li>
+<li><code><a href="#MessageId.latest">MessageId.latest</a></code>: Start reading from the end topic, only getting messages published
+after the reader was created</li>
+<li><p><code><a href="#MessageId">MessageId</a></code>: When passing a particular message id, the reader will position itself on
+that specific position. The first message to be read will be the message next to the
+specified messageId. Message id can be serialized into a string and deserialized
+back into a <code><a href="#MessageId">MessageId</a></code> object:</p>
+
+<p># Serialize to string
+   s = msg.message_id().serialize()</p>
+
+<p># Deserialize from string
+   msg_id = <a href="#MessageId.deserialize">MessageId.deserialize</a>(s)</p></li>
+</ul></li>
+</ul>
+
+<p><strong>Options</strong></p>
+
+<ul>
+<li><code>schema</code>:
+Define the schema of the data that will be received by this reader.</li>
+<li><p><code>reader_listener</code>:
+Sets a message listener for the reader. When the listener is set,
+the application will receive messages through it. Calls to
+<code>reader.read_next()</code> will not be allowed. The listener function needs
+to accept (reader, message), for example:</p>
+
+<pre><code>def my_listener(reader, message):
+    # process message
+    pass
+</code></pre></li>
+<li><p><code>receiver_queue_size</code>:
+Sets the size of the reader receive queue. The reader receive
+queue controls how many messages can be accumulated by the reader
+before the application calls <code>read_next()</code>. Using a higher value could
+potentially increase the reader throughput at the expense of higher
+memory utilization.</p></li>
+<li><code>reader_name</code>:
+Sets the reader name.</li>
+<li><code>subscription_role_prefix</code>:
+Sets the subscription role prefix.</li>
+<li><code>is_read_compacted</code>:
+Selects whether to read the compacted version of the topic</li>
+<li>crypto_key_reader:
+Symmetric encryption class implementation, configuring public key encryption messages for the producer
+and private key decryption messages for the consumer</li>
+</ul>
+</div>
+
+
+                            </div>
+                            <div id="Client.get_topic_partitions" class="classattr">
+                                        <input id="Client.get_topic_partitions-view-source" class="view-source-toggle-state" type="checkbox" aria-hidden="true" tabindex="-1">
+<div class="attr function">
+            
+        <span class="def">def</span>
+        <span class="name">get_topic_partitions</span><span class="signature pdoc-code condensed">(<span class="param"><span class="bp">self</span>, </span><span class="param"><span class="n">topic</span></span>)</span>
+
+                <label class="view-source-button" for="Client.get_topic_partitions-view-source"><span>View Source</span></label>
+
+    </div>
+    <a class="headerlink" href="#Client.get_topic_partitions"></a>
+            <div class="pdoc-code codehilite"><pre><span></span><span id="Client.get_topic_partitions-854"><a href="#Client.get_topic_partitions-854"><span class="linenos">854</span></a>    <span class="k">def</span> <span class="nf">get_topic_partitions</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">topic</span><span class="p">):</span>
+</span><span id="Client.get_topic_partitions-855"><a href="#Client.get_topic_partitions-855"><span class="linenos">855</span></a>        <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="Client.get_topic_partitions-856"><a href="#Client.get_topic_partitions-856"><span class="linenos">856</span></a><span class="sd">        Get the list of partitions for a given topic.</span>
+</span><span id="Client.get_topic_partitions-857"><a href="#Client.get_topic_partitions-857"><span class="linenos">857</span></a>
+</span><span id="Client.get_topic_partitions-858"><a href="#Client.get_topic_partitions-858"><span class="linenos">858</span></a><span class="sd">        If the topic is partitioned, this will return a list of partition names. If the topic is not</span>
+</span><span id="Client.get_topic_partitions-859"><a href="#Client.get_topic_partitions-859"><span class="linenos">859</span></a><span class="sd">        partitioned, the returned list will contain the topic name itself.</span>
+</span><span id="Client.get_topic_partitions-860"><a href="#Client.get_topic_partitions-860"><span class="linenos">860</span></a>
+</span><span id="Client.get_topic_partitions-861"><a href="#Client.get_topic_partitions-861"><span class="linenos">861</span></a><span class="sd">        This can be used to discover the partitions and create Reader, Consumer or Producer</span>
+</span><span id="Client.get_topic_partitions-862"><a href="#Client.get_topic_partitions-862"><span class="linenos">862</span></a><span class="sd">        instances directly on a particular partition.</span>
+</span><span id="Client.get_topic_partitions-863"><a href="#Client.get_topic_partitions-863"><span class="linenos">863</span></a><span class="sd">        :param topic: the topic name to lookup</span>
+</span><span id="Client.get_topic_partitions-864"><a href="#Client.get_topic_partitions-864"><span class="linenos">864</span></a><span class="sd">        :return: a list of partition name</span>
+</span><span id="Client.get_topic_partitions-865"><a href="#Client.get_topic_partitions-865"><span class="linenos">865</span></a><span class="sd">        &quot;&quot;&quot;</span>
+</span><span id="Client.get_topic_partitions-866"><a href="#Client.get_topic_partitions-866"><span class="linenos">866</span></a>        <span class="n">_check_type</span><span class="p">(</span><span class="nb">str</span><span class="p">,</span> <span class="n">topic</span><span class="p">,</span> <span class="s1">&#39;topic&#39;</span><span class="p">)</span>
+</span><span id="Client.get_topic_partitions-867"><a href="#Client.get_topic_partitions-867"><span class="linenos">867</span></a>        <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_client</span><span class="o">.</span><span class="n">get_topic_partitions</span><span class="p">(</span><span class="n">topic</span><span class="p">)</span>
+</span></pre></div>
+
+
+            <div class="docstring"><p>Get the list of partitions for a given topic.</p>
+
+<p>If the topic is partitioned, this will return a list of partition names. If the topic is not
+partitioned, the returned list will contain the topic name itself.</p>
+
+<p>This can be used to discover the partitions and create Reader, Consumer or Producer
+instances directly on a particular partition.</p>
+
+<h6 id="parameters">Parameters</h6>
+
+<ul>
+<li><strong>topic</strong>:  the topic name to lookup</li>
+</ul>
+
+<h6 id="returns">Returns</h6>
+
+<blockquote>
+  <p>a list of partition name</p>
+</blockquote>
+</div>
+
+
+                            </div>
+                            <div id="Client.shutdown" class="classattr">
+                                        <input id="Client.shutdown-view-source" class="view-source-toggle-state" type="checkbox" aria-hidden="true" tabindex="-1">
+<div class="attr function">
+            
+        <span class="def">def</span>
+        <span class="name">shutdown</span><span class="signature pdoc-code condensed">(<span class="param"><span class="bp">self</span></span>)</span>
+
+                <label class="view-source-button" for="Client.shutdown-view-source"><span>View Source</span></label>
+
+    </div>
+    <a class="headerlink" href="#Client.shutdown"></a>
+            <div class="pdoc-code codehilite"><pre><span></span><span id="Client.shutdown-869"><a href="#Client.shutdown-869"><span class="linenos">869</span></a>    <span class="k">def</span> <span class="nf">shutdown</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="Client.shutdown-870"><a href="#Client.shutdown-870"><span class="linenos">870</span></a>        <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="Client.shutdown-871"><a href="#Client.shutdown-871"><span class="linenos">871</span></a><span class="sd">        Perform immediate shutdown of Pulsar client.</span>
+</span><span id="Client.shutdown-872"><a href="#Client.shutdown-872"><span class="linenos">872</span></a>
+</span><span id="Client.shutdown-873"><a href="#Client.shutdown-873"><span class="linenos">873</span></a><span class="sd">        Release all resources and close all producer, consumer, and readers without waiting</span>
+</span><span id="Client.shutdown-874"><a href="#Client.shutdown-874"><span class="linenos">874</span></a><span class="sd">        for ongoing operations to complete.</span>
+</span><span id="Client.shutdown-875"><a href="#Client.shutdown-875"><span class="linenos">875</span></a><span class="sd">        &quot;&quot;&quot;</span>
+</span><span id="Client.shutdown-876"><a href="#Client.shutdown-876"><span class="linenos">876</span></a>        <span class="bp">self</span><span class="o">.</span><span class="n">_client</span><span class="o">.</span><span class="n">shutdown</span><span class="p">()</span>
+</span></pre></div>
+
+
+            <div class="docstring"><p>Perform immediate shutdown of Pulsar client.</p>
+
+<p>Release all resources and close all producer, consumer, and readers without waiting
+for ongoing operations to complete.</p>
+</div>
+
+
+                            </div>
+                            <div id="Client.close" class="classattr">
+                                        <input id="Client.close-view-source" class="view-source-toggle-state" type="checkbox" aria-hidden="true" tabindex="-1">
+<div class="attr function">
+            
+        <span class="def">def</span>
+        <span class="name">close</span><span class="signature pdoc-code condensed">(<span class="param"><span class="bp">self</span></span>)</span>
+
+                <label class="view-source-button" for="Client.close-view-source"><span>View Source</span></label>
+
+    </div>
+    <a class="headerlink" href="#Client.close"></a>
+            <div class="pdoc-code codehilite"><pre><span></span><span id="Client.close-878"><a href="#Client.close-878"><span class="linenos">878</span></a>    <span class="k">def</span> <span class="nf">close</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="Client.close-879"><a href="#Client.close-879"><span class="linenos">879</span></a>        <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="Client.close-880"><a href="#Client.close-880"><span class="linenos">880</span></a><span class="sd">        Close the client and all the associated producers and consumers</span>
+</span><span id="Client.close-881"><a href="#Client.close-881"><span class="linenos">881</span></a><span class="sd">        &quot;&quot;&quot;</span>
+</span><span id="Client.close-882"><a href="#Client.close-882"><span class="linenos">882</span></a>        <span class="bp">self</span><span class="o">.</span><span class="n">_client</span><span class="o">.</span><span class="n">close</span><span class="p">()</span>
+</span></pre></div>
+
+
+            <div class="docstring"><p>Close the client and all the associated producers and consumers</p>
+</div>
+
+
+                            </div>
+                </section>
+                <section id="Producer">
+                            <input id="Producer-view-source" class="view-source-toggle-state" type="checkbox" aria-hidden="true" tabindex="-1">
+<div class="attr class">
+            
+    <span class="def">class</span>
+    <span class="name">Producer</span>:
+
+                <label class="view-source-button" for="Producer-view-source"><span>View Source</span></label>
+
+    </div>
+    <a class="headerlink" href="#Producer"></a>
+            <div class="pdoc-code codehilite"><pre><span></span><span id="Producer-885"><a href="#Producer-885"><span class="linenos"> 885</span></a><span class="k">class</span> <span class="nc">Producer</span><span class="p">:</span>
+</span><span id="Producer-886"><a href="#Producer-886"><span class="linenos"> 886</span></a>    <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="Producer-887"><a href="#Producer-887"><span class="linenos"> 887</span></a><span class="sd">    The Pulsar message producer, used to publish messages on a topic.</span>
+</span><span id="Producer-888"><a href="#Producer-888"><span class="linenos"> 888</span></a><span class="sd">    &quot;&quot;&quot;</span>
+</span><span id="Producer-889"><a href="#Producer-889"><span class="linenos"> 889</span></a>
+</span><span id="Producer-890"><a href="#Producer-890"><span class="linenos"> 890</span></a>    <span class="k">def</span> <span class="nf">topic</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="Producer-891"><a href="#Producer-891"><span class="linenos"> 891</span></a>        <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="Producer-892"><a href="#Producer-892"><span class="linenos"> 892</span></a><span class="sd">        Return the topic which producer is publishing to</span>
+</span><span id="Producer-893"><a href="#Producer-893"><span class="linenos"> 893</span></a><span class="sd">        &quot;&quot;&quot;</span>
+</span><span id="Producer-894"><a href="#Producer-894"><span class="linenos"> 894</span></a>        <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_producer</span><span class="o">.</span><span class="n">topic</span><span class="p">()</span>
+</span><span id="Producer-895"><a href="#Producer-895"><span class="linenos"> 895</span></a>
+</span><span id="Producer-896"><a href="#Producer-896"><span class="linenos"> 896</span></a>    <span class="k">def</span> <span class="nf">producer_name</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="Producer-897"><a href="#Producer-897"><span class="linenos"> 897</span></a>        <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="Producer-898"><a href="#Producer-898"><span class="linenos"> 898</span></a><span class="sd">        Return the producer name which could have been assigned by the</span>
+</span><span id="Producer-899"><a href="#Producer-899"><span class="linenos"> 899</span></a><span class="sd">        system or specified by the client</span>
+</span><span id="Producer-900"><a href="#Producer-900"><span class="linenos"> 900</span></a><span class="sd">        &quot;&quot;&quot;</span>
+</span><span id="Producer-901"><a href="#Producer-901"><span class="linenos"> 901</span></a>        <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_producer</span><span class="o">.</span><span class="n">producer_name</span><span class="p">()</span>
+</span><span id="Producer-902"><a href="#Producer-902"><span class="linenos"> 902</span></a>
+</span><span id="Producer-903"><a href="#Producer-903"><span class="linenos"> 903</span></a>    <span class="k">def</span> <span class="nf">last_sequence_id</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="Producer-904"><a href="#Producer-904"><span class="linenos"> 904</span></a>        <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="Producer-905"><a href="#Producer-905"><span class="linenos"> 905</span></a><span class="sd">        Get the last sequence id that was published by this producer.</span>
+</span><span id="Producer-906"><a href="#Producer-906"><span class="linenos"> 906</span></a>
+</span><span id="Producer-907"><a href="#Producer-907"><span class="linenos"> 907</span></a><span class="sd">        This represent either the automatically assigned or custom sequence id</span>
+</span><span id="Producer-908"><a href="#Producer-908"><span class="linenos"> 908</span></a><span class="sd">        (set on the `MessageBuilder`) that was published and acknowledged by the broker.</span>
+</span><span id="Producer-909"><a href="#Producer-909"><span class="linenos"> 909</span></a>
+</span><span id="Producer-910"><a href="#Producer-910"><span class="linenos"> 910</span></a><span class="sd">        After recreating a producer with the same producer name, this will return the</span>
+</span><span id="Producer-911"><a href="#Producer-911"><span class="linenos"> 911</span></a><span class="sd">        last message that was published in the previous producer session, or -1 if</span>
+</span><span id="Producer-912"><a href="#Producer-912"><span class="linenos"> 912</span></a><span class="sd">        there no message was ever published.</span>
+</span><span id="Producer-913"><a href="#Producer-913"><span class="linenos"> 913</span></a><span class="sd">        &quot;&quot;&quot;</span>
+</span><span id="Producer-914"><a href="#Producer-914"><span class="linenos"> 914</span></a>        <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_producer</span><span class="o">.</span><span class="n">last_sequence_id</span><span class="p">()</span>
+</span><span id="Producer-915"><a href="#Producer-915"><span class="linenos"> 915</span></a>
+</span><span id="Producer-916"><a href="#Producer-916"><span class="linenos"> 916</span></a>    <span class="k">def</span> <span class="nf">send</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">content</span><span class="p">,</span>
+</span><span id="Producer-917"><a href="#Producer-917"><span class="linenos"> 917</span></a>             <span class="n">properties</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+</span><span id="Producer-918"><a href="#Producer-918"><span class="linenos"> 918</span></a>             <span class="n">partition_key</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+</span><span id="Producer-919"><a href="#Producer-919"><span class="linenos"> 919</span></a>             <span class="n">sequence_id</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+</span><span id="Producer-920"><a href="#Producer-920"><span class="linenos"> 920</span></a>             <span class="n">replication_clusters</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+</span><span id="Producer-921"><a href="#Producer-921"><span class="linenos"> 921</span></a>             <span class="n">disable_replication</span><span class="o">=</span><span class="kc">False</span><span class="p">,</span>
+</span><span id="Producer-922"><a href="#Producer-922"><span class="linenos"> 922</span></a>             <span class="n">event_timestamp</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+</span><span id="Producer-923"><a href="#Producer-923"><span class="linenos"> 923</span></a>             <span class="n">deliver_at</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+</span><span id="Producer-924"><a href="#Producer-924"><span class="linenos"> 924</span></a>             <span class="n">deliver_after</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+</span><span id="Producer-925"><a href="#Producer-925"><span class="linenos"> 925</span></a>             <span class="p">):</span>
+</span><span id="Producer-926"><a href="#Producer-926"><span class="linenos"> 926</span></a>        <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="Producer-927"><a href="#Producer-927"><span class="linenos"> 927</span></a><span class="sd">        Publish a message on the topic. Blocks until the message is acknowledged</span>
+</span><span id="Producer-928"><a href="#Producer-928"><span class="linenos"> 928</span></a>
+</span><span id="Producer-929"><a href="#Producer-929"><span class="linenos"> 929</span></a><span class="sd">        Returns a `MessageId` object that represents where the message is persisted.</span>
+</span><span id="Producer-930"><a href="#Producer-930"><span class="linenos"> 930</span></a>
+</span><span id="Producer-931"><a href="#Producer-931"><span class="linenos"> 931</span></a><span class="sd">        **Args**</span>
+</span><span id="Producer-932"><a href="#Producer-932"><span class="linenos"> 932</span></a>
+</span><span id="Producer-933"><a href="#Producer-933"><span class="linenos"> 933</span></a><span class="sd">        * `content`:</span>
+</span><span id="Producer-934"><a href="#Producer-934"><span class="linenos"> 934</span></a><span class="sd">          A `bytes` object with the message payload.</span>
+</span><span id="Producer-935"><a href="#Producer-935"><span class="linenos"> 935</span></a>
+</span><span id="Producer-936"><a href="#Producer-936"><span class="linenos"> 936</span></a><span class="sd">        **Options**</span>
+</span><span id="Producer-937"><a href="#Producer-937"><span class="linenos"> 937</span></a>
+</span><span id="Producer-938"><a href="#Producer-938"><span class="linenos"> 938</span></a><span class="sd">        * `properties`:</span>
+</span><span id="Producer-939"><a href="#Producer-939"><span class="linenos"> 939</span></a><span class="sd">          A dict of application-defined string properties.</span>
+</span><span id="Producer-940"><a href="#Producer-940"><span class="linenos"> 940</span></a><span class="sd">        * `partition_key`:</span>
+</span><span id="Producer-941"><a href="#Producer-941"><span class="linenos"> 941</span></a><span class="sd">          Sets the partition key for message routing. A hash of this key is used</span>
+</span><span id="Producer-942"><a href="#Producer-942"><span class="linenos"> 942</span></a><span class="sd">          to determine the message&#39;s topic partition.</span>
+</span><span id="Producer-943"><a href="#Producer-943"><span class="linenos"> 943</span></a><span class="sd">        * `sequence_id`:</span>
+</span><span id="Producer-944"><a href="#Producer-944"><span class="linenos"> 944</span></a><span class="sd">          Specify a custom sequence id for the message being published.</span>
+</span><span id="Producer-945"><a href="#Producer-945"><span class="linenos"> 945</span></a><span class="sd">        * `replication_clusters`:</span>
+</span><span id="Producer-946"><a href="#Producer-946"><span class="linenos"> 946</span></a><span class="sd">          Override namespace replication clusters. Note that it is the caller&#39;s</span>
+</span><span id="Producer-947"><a href="#Producer-947"><span class="linenos"> 947</span></a><span class="sd">          responsibility to provide valid cluster names and that all clusters</span>
+</span><span id="Producer-948"><a href="#Producer-948"><span class="linenos"> 948</span></a><span class="sd">          have been previously configured as topics. Given an empty list,</span>
+</span><span id="Producer-949"><a href="#Producer-949"><span class="linenos"> 949</span></a><span class="sd">          the message will replicate according to the namespace configuration.</span>
+</span><span id="Producer-950"><a href="#Producer-950"><span class="linenos"> 950</span></a><span class="sd">        * `disable_replication`:</span>
+</span><span id="Producer-951"><a href="#Producer-951"><span class="linenos"> 951</span></a><span class="sd">          Do not replicate this message.</span>
+</span><span id="Producer-952"><a href="#Producer-952"><span class="linenos"> 952</span></a><span class="sd">        * `event_timestamp`:</span>
+</span><span id="Producer-953"><a href="#Producer-953"><span class="linenos"> 953</span></a><span class="sd">          Timestamp in millis of the timestamp of event creation</span>
+</span><span id="Producer-954"><a href="#Producer-954"><span class="linenos"> 954</span></a><span class="sd">        * `deliver_at`:</span>
+</span><span id="Producer-955"><a href="#Producer-955"><span class="linenos"> 955</span></a><span class="sd">          Specify the this message should not be delivered earlier than the</span>
+</span><span id="Producer-956"><a href="#Producer-956"><span class="linenos"> 956</span></a><span class="sd">          specified timestamp.</span>
+</span><span id="Producer-957"><a href="#Producer-957"><span class="linenos"> 957</span></a><span class="sd">          The timestamp is milliseconds and based on UTC</span>
+</span><span id="Producer-958"><a href="#Producer-958"><span class="linenos"> 958</span></a><span class="sd">        * `deliver_after`:</span>
+</span><span id="Producer-959"><a href="#Producer-959"><span class="linenos"> 959</span></a><span class="sd">          Specify a delay in timedelta for the delivery of the messages.</span>
+</span><span id="Producer-960"><a href="#Producer-960"><span class="linenos"> 960</span></a>
+</span><span id="Producer-961"><a href="#Producer-961"><span class="linenos"> 961</span></a><span class="sd">        &quot;&quot;&quot;</span>
+</span><span id="Producer-962"><a href="#Producer-962"><span class="linenos"> 962</span></a>        <span class="n">msg</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_build_msg</span><span class="p">(</span><span class="n">content</span><span class="p">,</span> <span class="n">properties</span><span class="p">,</span> <span class="n">partition_key</span><span class="p">,</span> <span class="n">sequence_id</span><span class="p">,</span>
+</span><span id="Producer-963"><a href="#Producer-963"><span class="linenos"> 963</span></a>                              <span class="n">replication_clusters</span><span class="p">,</span> <span class="n">disable_replication</span><span class="p">,</span> <span class="n">event_timestamp</span><span class="p">,</span>
+</span><span id="Producer-964"><a href="#Producer-964"><span class="linenos"> 964</span></a>                              <span class="n">deliver_at</span><span class="p">,</span> <span class="n">deliver_after</span><span class="p">)</span>
+</span><span id="Producer-965"><a href="#Producer-965"><span class="linenos"> 965</span></a>        <span class="k">return</span> <span class="n">MessageId</span><span class="o">.</span><span class="n">deserialize</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">_producer</span><span class="o">.</span><span class="n">send</span><span class="p">(</span><span class="n">msg</span><span class="p">))</span>
+</span><span id="Producer-966"><a href="#Producer-966"><span class="linenos"> 966</span></a>
+</span><span id="Producer-967"><a href="#Producer-967"><span class="linenos"> 967</span></a>    <span class="k">def</span> <span class="nf">send_async</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">content</span><span class="p">,</span> <span class="n">callback</span><span class="p">,</span>
+</span><span id="Producer-968"><a href="#Producer-968"><span class="linenos"> 968</span></a>                   <span class="n">properties</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+</span><span id="Producer-969"><a href="#Producer-969"><span class="linenos"> 969</span></a>                   <span class="n">partition_key</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+</span><span id="Producer-970"><a href="#Producer-970"><span class="linenos"> 970</span></a>                   <span class="n">sequence_id</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+</span><span id="Producer-971"><a href="#Producer-971"><span class="linenos"> 971</span></a>                   <span class="n">replication_clusters</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+</span><span id="Producer-972"><a href="#Producer-972"><span class="linenos"> 972</span></a>                   <span class="n">disable_replication</span><span class="o">=</span><span class="kc">False</span><span class="p">,</span>
+</span><span id="Producer-973"><a href="#Producer-973"><span class="linenos"> 973</span></a>                   <span class="n">event_timestamp</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+</span><span id="Producer-974"><a href="#Producer-974"><span class="linenos"> 974</span></a>                   <span class="n">deliver_at</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+</span><span id="Producer-975"><a href="#Producer-975"><span class="linenos"> 975</span></a>                   <span class="n">deliver_after</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+</span><span id="Producer-976"><a href="#Producer-976"><span class="linenos"> 976</span></a>                   <span class="p">):</span>
+</span><span id="Producer-977"><a href="#Producer-977"><span class="linenos"> 977</span></a>        <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="Producer-978"><a href="#Producer-978"><span class="linenos"> 978</span></a><span class="sd">        Send a message asynchronously.</span>
+</span><span id="Producer-979"><a href="#Producer-979"><span class="linenos"> 979</span></a>
+</span><span id="Producer-980"><a href="#Producer-980"><span class="linenos"> 980</span></a><span class="sd">        The `callback` will be invoked once the message has been acknowledged</span>
+</span><span id="Producer-981"><a href="#Producer-981"><span class="linenos"> 981</span></a><span class="sd">        by the broker.</span>
+</span><span id="Producer-982"><a href="#Producer-982"><span class="linenos"> 982</span></a>
+</span><span id="Producer-983"><a href="#Producer-983"><span class="linenos"> 983</span></a><span class="sd">        Example:</span>
+</span><span id="Producer-984"><a href="#Producer-984"><span class="linenos"> 984</span></a>
+</span><span id="Producer-985"><a href="#Producer-985"><span class="linenos"> 985</span></a><span class="sd">            #!python</span>
+</span><span id="Producer-986"><a href="#Producer-986"><span class="linenos"> 986</span></a><span class="sd">            def callback(res, msg_id):</span>
+</span><span id="Producer-987"><a href="#Producer-987"><span class="linenos"> 987</span></a><span class="sd">                print(&#39;Message published: %s&#39; % res)</span>
+</span><span id="Producer-988"><a href="#Producer-988"><span class="linenos"> 988</span></a>
+</span><span id="Producer-989"><a href="#Producer-989"><span class="linenos"> 989</span></a><span class="sd">            producer.send_async(msg, callback)</span>
+</span><span id="Producer-990"><a href="#Producer-990"><span class="linenos"> 990</span></a>
+</span><span id="Producer-991"><a href="#Producer-991"><span class="linenos"> 991</span></a><span class="sd">        When the producer queue is full, by default the message will be rejected</span>
+</span><span id="Producer-992"><a href="#Producer-992"><span class="linenos"> 992</span></a><span class="sd">        and the callback invoked with an error code.</span>
+</span><span id="Producer-993"><a href="#Producer-993"><span class="linenos"> 993</span></a>
+</span><span id="Producer-994"><a href="#Producer-994"><span class="linenos"> 994</span></a><span class="sd">        **Args**</span>
+</span><span id="Producer-995"><a href="#Producer-995"><span class="linenos"> 995</span></a>
+</span><span id="Producer-996"><a href="#Producer-996"><span class="linenos"> 996</span></a><span class="sd">        * `content`:</span>
+</span><span id="Producer-997"><a href="#Producer-997"><span class="linenos"> 997</span></a><span class="sd">          A `bytes` object with the message payload.</span>
+</span><span id="Producer-998"><a href="#Producer-998"><span class="linenos"> 998</span></a>
+</span><span id="Producer-999"><a href="#Producer-999"><span class="linenos"> 999</span></a><span class="sd">        **Options**</span>
+</span><span id="Producer-1000"><a href="#Producer-1000"><span class="linenos">1000</span></a>
+</span><span id="Producer-1001"><a href="#Producer-1001"><span class="linenos">1001</span></a><span class="sd">        * `properties`:</span>
+</span><span id="Producer-1002"><a href="#Producer-1002"><span class="linenos">1002</span></a><span class="sd">          A dict of application0-defined string properties.</span>
+</span><span id="Producer-1003"><a href="#Producer-1003"><span class="linenos">1003</span></a><span class="sd">        * `partition_key`:</span>
+</span><span id="Producer-1004"><a href="#Producer-1004"><span class="linenos">1004</span></a><span class="sd">          Sets the partition key for the message routing. A hash of this key is</span>
+</span><span id="Producer-1005"><a href="#Producer-1005"><span class="linenos">1005</span></a><span class="sd">          used to determine the message&#39;s topic partition.</span>
+</span><span id="Producer-1006"><a href="#Producer-1006"><span class="linenos">1006</span></a><span class="sd">        * `sequence_id`:</span>
+</span><span id="Producer-1007"><a href="#Producer-1007"><span class="linenos">1007</span></a><span class="sd">          Specify a custom sequence id for the message being published.</span>
+</span><span id="Producer-1008"><a href="#Producer-1008"><span class="linenos">1008</span></a><span class="sd">        * `replication_clusters`: Override namespace replication clusters. Note</span>
+</span><span id="Producer-1009"><a href="#Producer-1009"><span class="linenos">1009</span></a><span class="sd">          that it is the caller&#39;s responsibility to provide valid cluster names</span>
+</span><span id="Producer-1010"><a href="#Producer-1010"><span class="linenos">1010</span></a><span class="sd">          and that all clusters have been previously configured as topics.</span>
+</span><span id="Producer-1011"><a href="#Producer-1011"><span class="linenos">1011</span></a><span class="sd">          Given an empty list, the message will replicate per the namespace</span>
+</span><span id="Producer-1012"><a href="#Producer-1012"><span class="linenos">1012</span></a><span class="sd">          configuration.</span>
+</span><span id="Producer-1013"><a href="#Producer-1013"><span class="linenos">1013</span></a><span class="sd">        * `disable_replication`:</span>
+</span><span id="Producer-1014"><a href="#Producer-1014"><span class="linenos">1014</span></a><span class="sd">          Do not replicate this message.</span>
+</span><span id="Producer-1015"><a href="#Producer-1015"><span class="linenos">1015</span></a><span class="sd">        * `event_timestamp`:</span>
+</span><span id="Producer-1016"><a href="#Producer-1016"><span class="linenos">1016</span></a><span class="sd">          Timestamp in millis of the timestamp of event creation</span>
+</span><span id="Producer-1017"><a href="#Producer-1017"><span class="linenos">1017</span></a><span class="sd">        * `deliver_at`:</span>
+</span><span id="Producer-1018"><a href="#Producer-1018"><span class="linenos">1018</span></a><span class="sd">          Specify the this message should not be delivered earlier than the</span>
+</span><span id="Producer-1019"><a href="#Producer-1019"><span class="linenos">1019</span></a><span class="sd">          specified timestamp.</span>
+</span><span id="Producer-1020"><a href="#Producer-1020"><span class="linenos">1020</span></a><span class="sd">          The timestamp is milliseconds and based on UTC</span>
+</span><span id="Producer-1021"><a href="#Producer-1021"><span class="linenos">1021</span></a><span class="sd">        * `deliver_after`:</span>
+</span><span id="Producer-1022"><a href="#Producer-1022"><span class="linenos">1022</span></a><span class="sd">          Specify a delay in timedelta for the delivery of the messages.</span>
+</span><span id="Producer-1023"><a href="#Producer-1023"><span class="linenos">1023</span></a><span class="sd">        &quot;&quot;&quot;</span>
+</span><span id="Producer-1024"><a href="#Producer-1024"><span class="linenos">1024</span></a>        <span class="n">msg</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_build_msg</span><span class="p">(</span><span class="n">content</span><span class="p">,</span> <span class="n">properties</span><span class="p">,</span> <span class="n">partition_key</span><span class="p">,</span> <span class="n">sequence_id</span><span class="p">,</span>
+</span><span id="Producer-1025"><a href="#Producer-1025"><span class="linenos">1025</span></a>                              <span class="n">replication_clusters</span><span class="p">,</span> <span class="n">disable_replication</span><span class="p">,</span> <span class="n">event_timestamp</span><span class="p">,</span>
+</span><span id="Producer-1026"><a href="#Producer-1026"><span class="linenos">1026</span></a>                              <span class="n">deliver_at</span><span class="p">,</span> <span class="n">deliver_after</span><span class="p">)</span>
+</span><span id="Producer-1027"><a href="#Producer-1027"><span class="linenos">1027</span></a>        <span class="bp">self</span><span class="o">.</span><span class="n">_producer</span><span class="o">.</span><span class="n">send_async</span><span class="p">(</span><span class="n">msg</span><span class="p">,</span> <span class="n">callback</span><span class="p">)</span>
+</span><span id="Producer-1028"><a href="#Producer-1028"><span class="linenos">1028</span></a>
+</span><span id="Producer-1029"><a href="#Producer-1029"><span class="linenos">1029</span></a>
+</span><span id="Producer-1030"><a href="#Producer-1030"><span class="linenos">1030</span></a>    <span class="k">def</span> <span class="nf">flush</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="Producer-1031"><a href="#Producer-1031"><span class="linenos">1031</span></a>        <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="Producer-1032"><a href="#Producer-1032"><span class="linenos">1032</span></a><span class="sd">        Flush all the messages buffered in the client and wait until all messages have been</span>
+</span><span id="Producer-1033"><a href="#Producer-1033"><span class="linenos">1033</span></a><span class="sd">        successfully persisted</span>
+</span><span id="Producer-1034"><a href="#Producer-1034"><span class="linenos">1034</span></a><span class="sd">        &quot;&quot;&quot;</span>
+</span><span id="Producer-1035"><a href="#Producer-1035"><span class="linenos">1035</span></a>        <span class="bp">self</span><span class="o">.</span><span class="n">_producer</span><span class="o">.</span><span class="n">flush</span><span class="p">()</span>
+</span><span id="Producer-1036"><a href="#Producer-1036"><span class="linenos">1036</span></a>
+</span><span id="Producer-1037"><a href="#Producer-1037"><span class="linenos">1037</span></a>
+</span><span id="Producer-1038"><a href="#Producer-1038"><span class="linenos">1038</span></a>    <span class="k">def</span> <span class="nf">close</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="Producer-1039"><a href="#Producer-1039"><span class="linenos">1039</span></a>        <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="Producer-1040"><a href="#Producer-1040"><span class="linenos">1040</span></a><span class="sd">        Close the producer.</span>
+</span><span id="Producer-1041"><a href="#Producer-1041"><span class="linenos">1041</span></a><span class="sd">        &quot;&quot;&quot;</span>
+</span><span id="Producer-1042"><a href="#Producer-1042"><span class="linenos">1042</span></a>        <span class="bp">self</span><span class="o">.</span><span class="n">_producer</span><span class="o">.</span><span class="n">close</span><span class="p">()</span>
+</span><span id="Producer-1043"><a href="#Producer-1043"><span class="linenos">1043</span></a>
+</span><span id="Producer-1044"><a href="#Producer-1044"><span class="linenos">1044</span></a>    <span class="k">def</span> <span class="nf">_build_msg</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">content</span><span class="p">,</span> <span class="n">properties</span><span class="p">,</span> <span class="n">partition_key</span><span class="p">,</span> <span class="n">sequence_id</span><span class="p">,</span>
+</span><span id="Producer-1045"><a href="#Producer-1045"><span class="linenos">1045</span></a>                   <span class="n">replication_clusters</span><span class="p">,</span> <span class="n">disable_replication</span><span class="p">,</span> <span class="n">event_timestamp</span><span class="p">,</span>
+</span><span id="Producer-1046"><a href="#Producer-1046"><span class="linenos">1046</span></a>                   <span class="n">deliver_at</span><span class="p">,</span> <span class="n">deliver_after</span><span class="p">):</span>
+</span><span id="Producer-1047"><a href="#Producer-1047"><span class="linenos">1047</span></a>        <span class="n">data</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_schema</span><span class="o">.</span><span class="n">encode</span><span class="p">(</span><span class="n">content</span><span class="p">)</span>
+</span><span id="Producer-1048"><a href="#Producer-1048"><span class="linenos">1048</span></a>
+</span><span id="Producer-1049"><a href="#Producer-1049"><span class="linenos">1049</span></a>        <span class="n">_check_type</span><span class="p">(</span><span class="nb">bytes</span><span class="p">,</span> <span class="n">data</span><span class="p">,</span> <span class="s1">&#39;data&#39;</span><span class="p">)</span>
+</span><span id="Producer-1050"><a href="#Producer-1050"><span class="linenos">1050</span></a>        <span class="n">_check_type_or_none</span><span class="p">(</span><span class="nb">dict</span><span class="p">,</span> <span class="n">properties</span><span class="p">,</span> <span class="s1">&#39;properties&#39;</span><span class="p">)</span>
+</span><span id="Producer-1051"><a href="#Producer-1051"><span class="linenos">1051</span></a>        <span class="n">_check_type_or_none</span><span class="p">(</span><span class="nb">str</span><span class="p">,</span> <span class="n">partition_key</span><span class="p">,</span> <span class="s1">&#39;partition_key&#39;</span><span class="p">)</span>
+</span><span id="Producer-1052"><a href="#Producer-1052"><span class="linenos">1052</span></a>        <span class="n">_check_type_or_none</span><span class="p">(</span><span class="nb">int</span><span class="p">,</span> <span class="n">sequence_id</span><span class="p">,</span> <span class="s1">&#39;sequence_id&#39;</span><span class="p">)</span>
+</span><span id="Producer-1053"><a href="#Producer-1053"><span class="linenos">1053</span></a>        <span class="n">_check_type_or_none</span><span class="p">(</span><span class="nb">list</span><span class="p">,</span> <span class="n">replication_clusters</span><span class="p">,</span> <span class="s1">&#39;replication_clusters&#39;</span><span class="p">)</span>
+</span><span id="Producer-1054"><a href="#Producer-1054"><span class="linenos">1054</span></a>        <span class="n">_check_type</span><span class="p">(</span><span class="nb">bool</span><span class="p">,</span> <span class="n">disable_replication</span><span class="p">,</span> <span class="s1">&#39;disable_replication&#39;</span><span class="p">)</span>
+</span><span id="Producer-1055"><a href="#Producer-1055"><span class="linenos">1055</span></a>        <span class="n">_check_type_or_none</span><span class="p">(</span><span class="nb">int</span><span class="p">,</span> <span class="n">event_timestamp</span><span class="p">,</span> <span class="s1">&#39;event_timestamp&#39;</span><span class="p">)</span>
+</span><span id="Producer-1056"><a href="#Producer-1056"><span class="linenos">1056</span></a>        <span class="n">_check_type_or_none</span><span class="p">(</span><span class="nb">int</span><span class="p">,</span> <span class="n">deliver_at</span><span class="p">,</span> <span class="s1">&#39;deliver_at&#39;</span><span class="p">)</span>
+</span><span id="Producer-1057"><a href="#Producer-1057"><span class="linenos">1057</span></a>        <span class="n">_check_type_or_none</span><span class="p">(</span><span class="n">timedelta</span><span class="p">,</span> <span class="n">deliver_after</span><span class="p">,</span> <span class="s1">&#39;deliver_after&#39;</span><span class="p">)</span>
+</span><span id="Producer-1058"><a href="#Producer-1058"><span class="linenos">1058</span></a>
+</span><span id="Producer-1059"><a href="#Producer-1059"><span class="linenos">1059</span></a>        <span class="n">mb</span> <span class="o">=</span> <span class="n">_pulsar</span><span class="o">.</span><span class="n">MessageBuilder</span><span class="p">()</span>
+</span><span id="Producer-1060"><a href="#Producer-1060"><span class="linenos">1060</span></a>        <span class="n">mb</span><span class="o">.</span><span class="n">content</span><span class="p">(</span><span class="n">data</span><span class="p">)</span>
+</span><span id="Producer-1061"><a href="#Producer-1061"><span class="linenos">1061</span></a>        <span class="k">if</span> <span class="n">properties</span><span class="p">:</span>
+</span><span id="Producer-1062"><a href="#Producer-1062"><span class="linenos">1062</span></a>            <span class="k">for</span> <span class="n">k</span><span class="p">,</span> <span class="n">v</span> <span class="ow">in</span> <span class="n">properties</span><span class="o">.</span><span class="n">items</span><span class="p">():</span>
+</span><span id="Producer-1063"><a href="#Producer-1063"><span class="linenos">1063</span></a>                <span class="n">mb</span><span class="o">.</span><span class="n">property</span><span class="p">(</span><span class="n">k</span><span class="p">,</span> <span class="n">v</span><span class="p">)</span>
+</span><span id="Producer-1064"><a href="#Producer-1064"><span class="linenos">1064</span></a>        <span class="k">if</span> <span class="n">partition_key</span><span class="p">:</span>
+</span><span id="Producer-1065"><a href="#Producer-1065"><span class="linenos">1065</span></a>            <span class="n">mb</span><span class="o">.</span><span class="n">partition_key</span><span class="p">(</span><span class="n">partition_key</span><span class="p">)</span>
+</span><span id="Producer-1066"><a href="#Producer-1066"><span class="linenos">1066</span></a>        <span class="k">if</span> <span class="n">sequence_id</span><span class="p">:</span>
+</span><span id="Producer-1067"><a href="#Producer-1067"><span class="linenos">1067</span></a>            <span class="n">mb</span><span class="o">.</span><span class="n">sequence_id</span><span class="p">(</span><span class="n">sequence_id</span><span class="p">)</span>
+</span><span id="Producer-1068"><a href="#Producer-1068"><span class="linenos">1068</span></a>        <span class="k">if</span> <span class="n">replication_clusters</span><span class="p">:</span>
+</span><span id="Producer-1069"><a href="#Producer-1069"><span class="linenos">1069</span></a>            <span class="n">mb</span><span class="o">.</span><span class="n">replication_clusters</span><span class="p">(</span><span class="n">replication_clusters</span><span class="p">)</span>
+</span><span id="Producer-1070"><a href="#Producer-1070"><span class="linenos">1070</span></a>        <span class="k">if</span> <span class="n">disable_replication</span><span class="p">:</span>
+</span><span id="Producer-1071"><a href="#Producer-1071"><span class="linenos">1071</span></a>            <span class="n">mb</span><span class="o">.</span><span class="n">disable_replication</span><span class="p">(</span><span class="n">disable_replication</span><span class="p">)</span>
+</span><span id="Producer-1072"><a href="#Producer-1072"><span class="linenos">1072</span></a>        <span class="k">if</span> <span class="n">event_timestamp</span><span class="p">:</span>
+</span><span id="Producer-1073"><a href="#Producer-1073"><span class="linenos">1073</span></a>            <span class="n">mb</span><span class="o">.</span><span class="n">event_timestamp</span><span class="p">(</span><span class="n">event_timestamp</span><span class="p">)</span>
+</span><span id="Producer-1074"><a href="#Producer-1074"><span class="linenos">1074</span></a>        <span class="k">if</span> <span class="n">deliver_at</span><span class="p">:</span>
+</span><span id="Producer-1075"><a href="#Producer-1075"><span class="linenos">1075</span></a>            <span class="n">mb</span><span class="o">.</span><span class="n">deliver_at</span><span class="p">(</span><span class="n">deliver_at</span><span class="p">)</span>
+</span><span id="Producer-1076"><a href="#Producer-1076"><span class="linenos">1076</span></a>        <span class="k">if</span> <span class="n">deliver_after</span><span class="p">:</span>
+</span><span id="Producer-1077"><a href="#Producer-1077"><span class="linenos">1077</span></a>            <span class="n">mb</span><span class="o">.</span><span class="n">deliver_after</span><span class="p">(</span><span class="n">deliver_after</span><span class="p">)</span>
+</span><span id="Producer-1078"><a href="#Producer-1078"><span class="linenos">1078</span></a>
+</span><span id="Producer-1079"><a href="#Producer-1079"><span class="linenos">1079</span></a>        <span class="k">return</span> <span class="n">mb</span><span class="o">.</span><span class="n">build</span><span class="p">()</span>
+</span></pre></div>
+
+
+            <div class="docstring"><p>The Pulsar message producer, used to publish messages on a topic.</p>
+</div>
+
+
+                            <div id="Producer.__init__" class="classattr">
+                                <div class="attr function">
+            
+        <span class="name">Producer</span><span class="signature pdoc-code condensed">()</span>
+
+        
+    </div>
+    <a class="headerlink" href="#Producer.__init__"></a>
+    
+    
+
+                            </div>
+                            <div id="Producer.topic" class="classattr">
+                                        <input id="Producer.topic-view-source" class="view-source-toggle-state" type="checkbox" aria-hidden="true" tabindex="-1">
+<div class="attr function">
+            
+        <span class="def">def</span>
+        <span class="name">topic</span><span class="signature pdoc-code condensed">(<span class="param"><span class="bp">self</span></span>)</span>
+
+                <label class="view-source-button" for="Producer.topic-view-source"><span>View Source</span></label>
+
+    </div>
+    <a class="headerlink" href="#Producer.topic"></a>
+            <div class="pdoc-code codehilite"><pre><span></span><span id="Producer.topic-890"><a href="#Producer.topic-890"><span class="linenos">890</span></a>    <span class="k">def</span> <span class="nf">topic</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="Producer.topic-891"><a href="#Producer.topic-891"><span class="linenos">891</span></a>        <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="Producer.topic-892"><a href="#Producer.topic-892"><span class="linenos">892</span></a><span class="sd">        Return the topic which producer is publishing to</span>
+</span><span id="Producer.topic-893"><a href="#Producer.topic-893"><span class="linenos">893</span></a><span class="sd">        &quot;&quot;&quot;</span>
+</span><span id="Producer.topic-894"><a href="#Producer.topic-894"><span class="linenos">894</span></a>        <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_producer</span><span class="o">.</span><span class="n">topic</span><span class="p">()</span>
+</span></pre></div>
+
+
+            <div class="docstring"><p>Return the topic which producer is publishing to</p>
+</div>
+
+
+                            </div>
+                            <div id="Producer.producer_name" class="classattr">
+                                        <input id="Producer.producer_name-view-source" class="view-source-toggle-state" type="checkbox" aria-hidden="true" tabindex="-1">
+<div class="attr function">
+            
+        <span class="def">def</span>
+        <span class="name">producer_name</span><span class="signature pdoc-code condensed">(<span class="param"><span class="bp">self</span></span>)</span>
+
+                <label class="view-source-button" for="Producer.producer_name-view-source"><span>View Source</span></label>
+
+    </div>
+    <a class="headerlink" href="#Producer.producer_name"></a>
+            <div class="pdoc-code codehilite"><pre><span></span><span id="Producer.producer_name-896"><a href="#Producer.producer_name-896"><span class="linenos">896</span></a>    <span class="k">def</span> <span class="nf">producer_name</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="Producer.producer_name-897"><a href="#Producer.producer_name-897"><span class="linenos">897</span></a>        <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="Producer.producer_name-898"><a href="#Producer.producer_name-898"><span class="linenos">898</span></a><span class="sd">        Return the producer name which could have been assigned by the</span>
+</span><span id="Producer.producer_name-899"><a href="#Producer.producer_name-899"><span class="linenos">899</span></a><span class="sd">        system or specified by the client</span>
+</span><span id="Producer.producer_name-900"><a href="#Producer.producer_name-900"><span class="linenos">900</span></a><span class="sd">        &quot;&quot;&quot;</span>
+</span><span id="Producer.producer_name-901"><a href="#Producer.producer_name-901"><span class="linenos">901</span></a>        <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_producer</span><span class="o">.</span><span class="n">producer_name</span><span class="p">()</span>
+</span></pre></div>
+
+
+            <div class="docstring"><p>Return the producer name which could have been assigned by the
+system or specified by the client</p>
+</div>
+
+
+                            </div>
+                            <div id="Producer.last_sequence_id" class="classattr">
+                                        <input id="Producer.last_sequence_id-view-source" class="view-source-toggle-state" type="checkbox" aria-hidden="true" tabindex="-1">
+<div class="attr function">
+            
+        <span class="def">def</span>
+        <span class="name">last_sequence_id</span><span class="signature pdoc-code condensed">(<span class="param"><span class="bp">self</span></span>)</span>
+
+                <label class="view-source-button" for="Producer.last_sequence_id-view-source"><span>View Source</span></label>
+
+    </div>
+    <a class="headerlink" href="#Producer.last_sequence_id"></a>
+            <div class="pdoc-code codehilite"><pre><span></span><span id="Producer.last_sequence_id-903"><a href="#Producer.last_sequence_id-903"><span class="linenos">903</span></a>    <span class="k">def</span> <span class="nf">last_sequence_id</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="Producer.last_sequence_id-904"><a href="#Producer.last_sequence_id-904"><span class="linenos">904</span></a>        <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="Producer.last_sequence_id-905"><a href="#Producer.last_sequence_id-905"><span class="linenos">905</span></a><span class="sd">        Get the last sequence id that was published by this producer.</span>
+</span><span id="Producer.last_sequence_id-906"><a href="#Producer.last_sequence_id-906"><span class="linenos">906</span></a>
+</span><span id="Producer.last_sequence_id-907"><a href="#Producer.last_sequence_id-907"><span class="linenos">907</span></a><span class="sd">        This represent either the automatically assigned or custom sequence id</span>
+</span><span id="Producer.last_sequence_id-908"><a href="#Producer.last_sequence_id-908"><span class="linenos">908</span></a><span class="sd">        (set on the `MessageBuilder`) that was published and acknowledged by the broker.</span>
+</span><span id="Producer.last_sequence_id-909"><a href="#Producer.last_sequence_id-909"><span class="linenos">909</span></a>
+</span><span id="Producer.last_sequence_id-910"><a href="#Producer.last_sequence_id-910"><span class="linenos">910</span></a><span class="sd">        After recreating a producer with the same producer name, this will return the</span>
+</span><span id="Producer.last_sequence_id-911"><a href="#Producer.last_sequence_id-911"><span class="linenos">911</span></a><span class="sd">        last message that was published in the previous producer session, or -1 if</span>
+</span><span id="Producer.last_sequence_id-912"><a href="#Producer.last_sequence_id-912"><span class="linenos">912</span></a><span class="sd">        there no message was ever published.</span>
+</span><span id="Producer.last_sequence_id-913"><a href="#Producer.last_sequence_id-913"><span class="linenos">913</span></a><span class="sd">        &quot;&quot;&quot;</span>
+</span><span id="Producer.last_sequence_id-914"><a href="#Producer.last_sequence_id-914"><span class="linenos">914</span></a>        <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_producer</span><span class="o">.</span><span class="n">last_sequence_id</span><span class="p">()</span>
+</span></pre></div>
+
+
+            <div class="docstring"><p>Get the last sequence id that was published by this producer.</p>
+
+<p>This represent either the automatically assigned or custom sequence id
+(set on the <code>MessageBuilder</code>) that was published and acknowledged by the broker.</p>
+
+<p>After recreating a producer with the same producer name, this will return the
+last message that was published in the previous producer session, or -1 if
+there no message was ever published.</p>
+</div>
+
+
+                            </div>
+                            <div id="Producer.send" class="classattr">
+                                        <input id="Producer.send-view-source" class="view-source-toggle-state" type="checkbox" aria-hidden="true" tabindex="-1">
+<div class="attr function">
+            
+        <span class="def">def</span>
+        <span class="name">send</span><span class="signature pdoc-code multiline">(<span class="param">	<span class="bp">self</span>,</span><span class="param">	<span class="n">content</span>,</span><span class="param">	<span class="n">properties</span><span class="o">=</span><span class="kc">None</span>,</span><span class="param">	<span class="n">partition_key</span><span class="o">=</span><span class="kc">None</span>,</span><span class="param">	<span class="n">sequence_id</span><span c [...]
+
+                <label class="view-source-button" for="Producer.send-view-source"><span>View Source</span></label>
+
+    </div>
+    <a class="headerlink" href="#Producer.send"></a>
+            <div class="pdoc-code codehilite"><pre><span></span><span id="Producer.send-916"><a href="#Producer.send-916"><span class="linenos">916</span></a>    <span class="k">def</span> <span class="nf">send</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">content</span><span class="p">,</span>
+</span><span id="Producer.send-917"><a href="#Producer.send-917"><span class="linenos">917</span></a>             <span class="n">properties</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+</span><span id="Producer.send-918"><a href="#Producer.send-918"><span class="linenos">918</span></a>             <span class="n">partition_key</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+</span><span id="Producer.send-919"><a href="#Producer.send-919"><span class="linenos">919</span></a>             <span class="n">sequence_id</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+</span><span id="Producer.send-920"><a href="#Producer.send-920"><span class="linenos">920</span></a>             <span class="n">replication_clusters</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+</span><span id="Producer.send-921"><a href="#Producer.send-921"><span class="linenos">921</span></a>             <span class="n">disable_replication</span><span class="o">=</span><span class="kc">False</span><span class="p">,</span>
+</span><span id="Producer.send-922"><a href="#Producer.send-922"><span class="linenos">922</span></a>             <span class="n">event_timestamp</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+</span><span id="Producer.send-923"><a href="#Producer.send-923"><span class="linenos">923</span></a>             <span class="n">deliver_at</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+</span><span id="Producer.send-924"><a href="#Producer.send-924"><span class="linenos">924</span></a>             <span class="n">deliver_after</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+</span><span id="Producer.send-925"><a href="#Producer.send-925"><span class="linenos">925</span></a>             <span class="p">):</span>
+</span><span id="Producer.send-926"><a href="#Producer.send-926"><span class="linenos">926</span></a>        <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="Producer.send-927"><a href="#Producer.send-927"><span class="linenos">927</span></a><span class="sd">        Publish a message on the topic. Blocks until the message is acknowledged</span>
+</span><span id="Producer.send-928"><a href="#Producer.send-928"><span class="linenos">928</span></a>
+</span><span id="Producer.send-929"><a href="#Producer.send-929"><span class="linenos">929</span></a><span class="sd">        Returns a `MessageId` object that represents where the message is persisted.</span>
+</span><span id="Producer.send-930"><a href="#Producer.send-930"><span class="linenos">930</span></a>
+</span><span id="Producer.send-931"><a href="#Producer.send-931"><span class="linenos">931</span></a><span class="sd">        **Args**</span>
+</span><span id="Producer.send-932"><a href="#Producer.send-932"><span class="linenos">932</span></a>
+</span><span id="Producer.send-933"><a href="#Producer.send-933"><span class="linenos">933</span></a><span class="sd">        * `content`:</span>
+</span><span id="Producer.send-934"><a href="#Producer.send-934"><span class="linenos">934</span></a><span class="sd">          A `bytes` object with the message payload.</span>
+</span><span id="Producer.send-935"><a href="#Producer.send-935"><span class="linenos">935</span></a>
+</span><span id="Producer.send-936"><a href="#Producer.send-936"><span class="linenos">936</span></a><span class="sd">        **Options**</span>
+</span><span id="Producer.send-937"><a href="#Producer.send-937"><span class="linenos">937</span></a>
+</span><span id="Producer.send-938"><a href="#Producer.send-938"><span class="linenos">938</span></a><span class="sd">        * `properties`:</span>
+</span><span id="Producer.send-939"><a href="#Producer.send-939"><span class="linenos">939</span></a><span class="sd">          A dict of application-defined string properties.</span>
+</span><span id="Producer.send-940"><a href="#Producer.send-940"><span class="linenos">940</span></a><span class="sd">        * `partition_key`:</span>
+</span><span id="Producer.send-941"><a href="#Producer.send-941"><span class="linenos">941</span></a><span class="sd">          Sets the partition key for message routing. A hash of this key is used</span>
+</span><span id="Producer.send-942"><a href="#Producer.send-942"><span class="linenos">942</span></a><span class="sd">          to determine the message&#39;s topic partition.</span>
+</span><span id="Producer.send-943"><a href="#Producer.send-943"><span class="linenos">943</span></a><span class="sd">        * `sequence_id`:</span>
+</span><span id="Producer.send-944"><a href="#Producer.send-944"><span class="linenos">944</span></a><span class="sd">          Specify a custom sequence id for the message being published.</span>
+</span><span id="Producer.send-945"><a href="#Producer.send-945"><span class="linenos">945</span></a><span class="sd">        * `replication_clusters`:</span>
+</span><span id="Producer.send-946"><a href="#Producer.send-946"><span class="linenos">946</span></a><span class="sd">          Override namespace replication clusters. Note that it is the caller&#39;s</span>
+</span><span id="Producer.send-947"><a href="#Producer.send-947"><span class="linenos">947</span></a><span class="sd">          responsibility to provide valid cluster names and that all clusters</span>
+</span><span id="Producer.send-948"><a href="#Producer.send-948"><span class="linenos">948</span></a><span class="sd">          have been previously configured as topics. Given an empty list,</span>
+</span><span id="Producer.send-949"><a href="#Producer.send-949"><span class="linenos">949</span></a><span class="sd">          the message will replicate according to the namespace configuration.</span>
+</span><span id="Producer.send-950"><a href="#Producer.send-950"><span class="linenos">950</span></a><span class="sd">        * `disable_replication`:</span>
+</span><span id="Producer.send-951"><a href="#Producer.send-951"><span class="linenos">951</span></a><span class="sd">          Do not replicate this message.</span>
+</span><span id="Producer.send-952"><a href="#Producer.send-952"><span class="linenos">952</span></a><span class="sd">        * `event_timestamp`:</span>
+</span><span id="Producer.send-953"><a href="#Producer.send-953"><span class="linenos">953</span></a><span class="sd">          Timestamp in millis of the timestamp of event creation</span>
+</span><span id="Producer.send-954"><a href="#Producer.send-954"><span class="linenos">954</span></a><span class="sd">        * `deliver_at`:</span>
+</span><span id="Producer.send-955"><a href="#Producer.send-955"><span class="linenos">955</span></a><span class="sd">          Specify the this message should not be delivered earlier than the</span>
+</span><span id="Producer.send-956"><a href="#Producer.send-956"><span class="linenos">956</span></a><span class="sd">          specified timestamp.</span>
+</span><span id="Producer.send-957"><a href="#Producer.send-957"><span class="linenos">957</span></a><span class="sd">          The timestamp is milliseconds and based on UTC</span>
+</span><span id="Producer.send-958"><a href="#Producer.send-958"><span class="linenos">958</span></a><span class="sd">        * `deliver_after`:</span>
+</span><span id="Producer.send-959"><a href="#Producer.send-959"><span class="linenos">959</span></a><span class="sd">          Specify a delay in timedelta for the delivery of the messages.</span>
+</span><span id="Producer.send-960"><a href="#Producer.send-960"><span class="linenos">960</span></a>
+</span><span id="Producer.send-961"><a href="#Producer.send-961"><span class="linenos">961</span></a><span class="sd">        &quot;&quot;&quot;</span>
+</span><span id="Producer.send-962"><a href="#Producer.send-962"><span class="linenos">962</span></a>        <span class="n">msg</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_build_msg</span><span class="p">(</span><span class="n">content</span><span class="p">,</span> <span class="n">properties</span><span class="p">,</span> <span class="n">partition_key</span><span class="p">,</span> <span class="n">sequence_id</span><span class="p [...]
+</span><span id="Producer.send-963"><a href="#Producer.send-963"><span class="linenos">963</span></a>                              <span class="n">replication_clusters</span><span class="p">,</span> <span class="n">disable_replication</span><span class="p">,</span> <span class="n">event_timestamp</span><span class="p">,</span>
+</span><span id="Producer.send-964"><a href="#Producer.send-964"><span class="linenos">964</span></a>                              <span class="n">deliver_at</span><span class="p">,</span> <span class="n">deliver_after</span><span class="p">)</span>
+</span><span id="Producer.send-965"><a href="#Producer.send-965"><span class="linenos">965</span></a>        <span class="k">return</span> <span class="n">MessageId</span><span class="o">.</span><span class="n">deserialize</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">_producer</span><span class="o">.</span><span class="n">send</span><span class="p">(</span><span class="n">msg</span><span class="p">))</span>
+</span></pre></div>
+
+
+            <div class="docstring"><p>Publish a message on the topic. Blocks until the message is acknowledged</p>
+
+<p>Returns a <code><a href="#MessageId">MessageId</a></code> object that represents where the message is persisted.</p>
+
+<p><strong>Args</strong></p>
+
+<ul>
+<li><code>content</code>:
+A <code>bytes</code> object with the message payload.</li>
+</ul>
+
+<p><strong>Options</strong></p>
+
+<ul>
+<li><code>properties</code>:
+A dict of application-defined string properties.</li>
+<li><code>partition_key</code>:
+Sets the partition key for message routing. A hash of this key is used
+to determine the message's topic partition.</li>
+<li><code>sequence_id</code>:
+Specify a custom sequence id for the message being published.</li>
+<li><code>replication_clusters</code>:
+Override namespace replication clusters. Note that it is the caller's
+responsibility to provide valid cluster names and that all clusters
+have been previously configured as topics. Given an empty list,
+the message will replicate according to the namespace configuration.</li>
+<li><code>disable_replication</code>:
+Do not replicate this message.</li>
+<li><code>event_timestamp</code>:
+Timestamp in millis of the timestamp of event creation</li>
+<li><code>deliver_at</code>:
+Specify the this message should not be delivered earlier than the
+specified timestamp.
+The timestamp is milliseconds and based on UTC</li>
+<li><code>deliver_after</code>:
+Specify a delay in timedelta for the delivery of the messages.</li>
+</ul>
+</div>
+
+
+                            </div>
+                            <div id="Producer.send_async" class="classattr">
+                                        <input id="Producer.send_async-view-source" class="view-source-toggle-state" type="checkbox" aria-hidden="true" tabindex="-1">
+<div class="attr function">
+            
+        <span class="def">def</span>
+        <span class="name">send_async</span><span class="signature pdoc-code multiline">(<span class="param">	<span class="bp">self</span>,</span><span class="param">	<span class="n">content</span>,</span><span class="param">	<span class="n">callback</span>,</span><span class="param">	<span class="n">properties</span><span class="o">=</span><span class="kc">None</span>,</span><span class="param">	<span class="n">partition_key</span><span class="o">=</span><span class="kc">None</span>,</s [...]
+
+                <label class="view-source-button" for="Producer.send_async-view-source"><span>View Source</span></label>
+
+    </div>
+    <a class="headerlink" href="#Producer.send_async"></a>
+            <div class="pdoc-code codehilite"><pre><span></span><span id="Producer.send_async-967"><a href="#Producer.send_async-967"><span class="linenos"> 967</span></a>    <span class="k">def</span> <span class="nf">send_async</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">content</span><span class="p">,</span> <span class="n">callback</span><span class="p">,</span>
+</span><span id="Producer.send_async-968"><a href="#Producer.send_async-968"><span class="linenos"> 968</span></a>                   <span class="n">properties</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+</span><span id="Producer.send_async-969"><a href="#Producer.send_async-969"><span class="linenos"> 969</span></a>                   <span class="n">partition_key</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+</span><span id="Producer.send_async-970"><a href="#Producer.send_async-970"><span class="linenos"> 970</span></a>                   <span class="n">sequence_id</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+</span><span id="Producer.send_async-971"><a href="#Producer.send_async-971"><span class="linenos"> 971</span></a>                   <span class="n">replication_clusters</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+</span><span id="Producer.send_async-972"><a href="#Producer.send_async-972"><span class="linenos"> 972</span></a>                   <span class="n">disable_replication</span><span class="o">=</span><span class="kc">False</span><span class="p">,</span>
+</span><span id="Producer.send_async-973"><a href="#Producer.send_async-973"><span class="linenos"> 973</span></a>                   <span class="n">event_timestamp</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+</span><span id="Producer.send_async-974"><a href="#Producer.send_async-974"><span class="linenos"> 974</span></a>                   <span class="n">deliver_at</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+</span><span id="Producer.send_async-975"><a href="#Producer.send_async-975"><span class="linenos"> 975</span></a>                   <span class="n">deliver_after</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+</span><span id="Producer.send_async-976"><a href="#Producer.send_async-976"><span class="linenos"> 976</span></a>                   <span class="p">):</span>
+</span><span id="Producer.send_async-977"><a href="#Producer.send_async-977"><span class="linenos"> 977</span></a>        <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="Producer.send_async-978"><a href="#Producer.send_async-978"><span class="linenos"> 978</span></a><span class="sd">        Send a message asynchronously.</span>
+</span><span id="Producer.send_async-979"><a href="#Producer.send_async-979"><span class="linenos"> 979</span></a>
+</span><span id="Producer.send_async-980"><a href="#Producer.send_async-980"><span class="linenos"> 980</span></a><span class="sd">        The `callback` will be invoked once the message has been acknowledged</span>
+</span><span id="Producer.send_async-981"><a href="#Producer.send_async-981"><span class="linenos"> 981</span></a><span class="sd">        by the broker.</span>
+</span><span id="Producer.send_async-982"><a href="#Producer.send_async-982"><span class="linenos"> 982</span></a>
+</span><span id="Producer.send_async-983"><a href="#Producer.send_async-983"><span class="linenos"> 983</span></a><span class="sd">        Example:</span>
+</span><span id="Producer.send_async-984"><a href="#Producer.send_async-984"><span class="linenos"> 984</span></a>
+</span><span id="Producer.send_async-985"><a href="#Producer.send_async-985"><span class="linenos"> 985</span></a><span class="sd">            #!python</span>
+</span><span id="Producer.send_async-986"><a href="#Producer.send_async-986"><span class="linenos"> 986</span></a><span class="sd">            def callback(res, msg_id):</span>
+</span><span id="Producer.send_async-987"><a href="#Producer.send_async-987"><span class="linenos"> 987</span></a><span class="sd">                print(&#39;Message published: %s&#39; % res)</span>
+</span><span id="Producer.send_async-988"><a href="#Producer.send_async-988"><span class="linenos"> 988</span></a>
+</span><span id="Producer.send_async-989"><a href="#Producer.send_async-989"><span class="linenos"> 989</span></a><span class="sd">            producer.send_async(msg, callback)</span>
+</span><span id="Producer.send_async-990"><a href="#Producer.send_async-990"><span class="linenos"> 990</span></a>
+</span><span id="Producer.send_async-991"><a href="#Producer.send_async-991"><span class="linenos"> 991</span></a><span class="sd">        When the producer queue is full, by default the message will be rejected</span>
+</span><span id="Producer.send_async-992"><a href="#Producer.send_async-992"><span class="linenos"> 992</span></a><span class="sd">        and the callback invoked with an error code.</span>
+</span><span id="Producer.send_async-993"><a href="#Producer.send_async-993"><span class="linenos"> 993</span></a>
+</span><span id="Producer.send_async-994"><a href="#Producer.send_async-994"><span class="linenos"> 994</span></a><span class="sd">        **Args**</span>
+</span><span id="Producer.send_async-995"><a href="#Producer.send_async-995"><span class="linenos"> 995</span></a>
+</span><span id="Producer.send_async-996"><a href="#Producer.send_async-996"><span class="linenos"> 996</span></a><span class="sd">        * `content`:</span>
+</span><span id="Producer.send_async-997"><a href="#Producer.send_async-997"><span class="linenos"> 997</span></a><span class="sd">          A `bytes` object with the message payload.</span>
+</span><span id="Producer.send_async-998"><a href="#Producer.send_async-998"><span class="linenos"> 998</span></a>
+</span><span id="Producer.send_async-999"><a href="#Producer.send_async-999"><span class="linenos"> 999</span></a><span class="sd">        **Options**</span>
+</span><span id="Producer.send_async-1000"><a href="#Producer.send_async-1000"><span class="linenos">1000</span></a>
+</span><span id="Producer.send_async-1001"><a href="#Producer.send_async-1001"><span class="linenos">1001</span></a><span class="sd">        * `properties`:</span>
+</span><span id="Producer.send_async-1002"><a href="#Producer.send_async-1002"><span class="linenos">1002</span></a><span class="sd">          A dict of application0-defined string properties.</span>
+</span><span id="Producer.send_async-1003"><a href="#Producer.send_async-1003"><span class="linenos">1003</span></a><span class="sd">        * `partition_key`:</span>
+</span><span id="Producer.send_async-1004"><a href="#Producer.send_async-1004"><span class="linenos">1004</span></a><span class="sd">          Sets the partition key for the message routing. A hash of this key is</span>
+</span><span id="Producer.send_async-1005"><a href="#Producer.send_async-1005"><span class="linenos">1005</span></a><span class="sd">          used to determine the message&#39;s topic partition.</span>
+</span><span id="Producer.send_async-1006"><a href="#Producer.send_async-1006"><span class="linenos">1006</span></a><span class="sd">        * `sequence_id`:</span>
+</span><span id="Producer.send_async-1007"><a href="#Producer.send_async-1007"><span class="linenos">1007</span></a><span class="sd">          Specify a custom sequence id for the message being published.</span>
+</span><span id="Producer.send_async-1008"><a href="#Producer.send_async-1008"><span class="linenos">1008</span></a><span class="sd">        * `replication_clusters`: Override namespace replication clusters. Note</span>
+</span><span id="Producer.send_async-1009"><a href="#Producer.send_async-1009"><span class="linenos">1009</span></a><span class="sd">          that it is the caller&#39;s responsibility to provide valid cluster names</span>
+</span><span id="Producer.send_async-1010"><a href="#Producer.send_async-1010"><span class="linenos">1010</span></a><span class="sd">          and that all clusters have been previously configured as topics.</span>
+</span><span id="Producer.send_async-1011"><a href="#Producer.send_async-1011"><span class="linenos">1011</span></a><span class="sd">          Given an empty list, the message will replicate per the namespace</span>
+</span><span id="Producer.send_async-1012"><a href="#Producer.send_async-1012"><span class="linenos">1012</span></a><span class="sd">          configuration.</span>
+</span><span id="Producer.send_async-1013"><a href="#Producer.send_async-1013"><span class="linenos">1013</span></a><span class="sd">        * `disable_replication`:</span>
+</span><span id="Producer.send_async-1014"><a href="#Producer.send_async-1014"><span class="linenos">1014</span></a><span class="sd">          Do not replicate this message.</span>
+</span><span id="Producer.send_async-1015"><a href="#Producer.send_async-1015"><span class="linenos">1015</span></a><span class="sd">        * `event_timestamp`:</span>
+</span><span id="Producer.send_async-1016"><a href="#Producer.send_async-1016"><span class="linenos">1016</span></a><span class="sd">          Timestamp in millis of the timestamp of event creation</span>
+</span><span id="Producer.send_async-1017"><a href="#Producer.send_async-1017"><span class="linenos">1017</span></a><span class="sd">        * `deliver_at`:</span>
+</span><span id="Producer.send_async-1018"><a href="#Producer.send_async-1018"><span class="linenos">1018</span></a><span class="sd">          Specify the this message should not be delivered earlier than the</span>
+</span><span id="Producer.send_async-1019"><a href="#Producer.send_async-1019"><span class="linenos">1019</span></a><span class="sd">          specified timestamp.</span>
+</span><span id="Producer.send_async-1020"><a href="#Producer.send_async-1020"><span class="linenos">1020</span></a><span class="sd">          The timestamp is milliseconds and based on UTC</span>
+</span><span id="Producer.send_async-1021"><a href="#Producer.send_async-1021"><span class="linenos">1021</span></a><span class="sd">        * `deliver_after`:</span>
+</span><span id="Producer.send_async-1022"><a href="#Producer.send_async-1022"><span class="linenos">1022</span></a><span class="sd">          Specify a delay in timedelta for the delivery of the messages.</span>
+</span><span id="Producer.send_async-1023"><a href="#Producer.send_async-1023"><span class="linenos">1023</span></a><span class="sd">        &quot;&quot;&quot;</span>
+</span><span id="Producer.send_async-1024"><a href="#Producer.send_async-1024"><span class="linenos">1024</span></a>        <span class="n">msg</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_build_msg</span><span class="p">(</span><span class="n">content</span><span class="p">,</span> <span class="n">properties</span><span class="p">,</span> <span class="n">partition_key</span><span class="p">,</span> <span class="n">sequence_id</span [...]
+</span><span id="Producer.send_async-1025"><a href="#Producer.send_async-1025"><span class="linenos">1025</span></a>                              <span class="n">replication_clusters</span><span class="p">,</span> <span class="n">disable_replication</span><span class="p">,</span> <span class="n">event_timestamp</span><span class="p">,</span>
+</span><span id="Producer.send_async-1026"><a href="#Producer.send_async-1026"><span class="linenos">1026</span></a>                              <span class="n">deliver_at</span><span class="p">,</span> <span class="n">deliver_after</span><span class="p">)</span>
+</span><span id="Producer.send_async-1027"><a href="#Producer.send_async-1027"><span class="linenos">1027</span></a>        <span class="bp">self</span><span class="o">.</span><span class="n">_producer</span><span class="o">.</span><span class="n">send_async</span><span class="p">(</span><span class="n">msg</span><span class="p">,</span> <span class="n">callback</span><span class="p">)</span>
+</span></pre></div>
+
+
+            <div class="docstring"><p>Send a message asynchronously.</p>
+
+<p>The <code>callback</code> will be invoked once the message has been acknowledged
+by the broker.</p>
+
+<p>Example:</p>
+
+<pre><code>#!python
+def callback(res, msg_id):
+    print('Message published: %s' % res)
+
+producer.send_async(msg, callback)
+</code></pre>
+
+<p>When the producer queue is full, by default the message will be rejected
+and the callback invoked with an error code.</p>
+
+<p><strong>Args</strong></p>
+
+<ul>
+<li><code>content</code>:
+A <code>bytes</code> object with the message payload.</li>
+</ul>
+
+<p><strong>Options</strong></p>
+
+<ul>
+<li><code>properties</code>:
+A dict of application0-defined string properties.</li>
+<li><code>partition_key</code>:
+Sets the partition key for the message routing. A hash of this key is
+used to determine the message's topic partition.</li>
+<li><code>sequence_id</code>:
+Specify a custom sequence id for the message being published.</li>
+<li><code>replication_clusters</code>: Override namespace replication clusters. Note
+that it is the caller's responsibility to provide valid cluster names
+and that all clusters have been previously configured as topics.
+Given an empty list, the message will replicate per the namespace
+configuration.</li>
+<li><code>disable_replication</code>:
+Do not replicate this message.</li>
+<li><code>event_timestamp</code>:
+Timestamp in millis of the timestamp of event creation</li>
+<li><code>deliver_at</code>:
+Specify the this message should not be delivered earlier than the
+specified timestamp.
+The timestamp is milliseconds and based on UTC</li>
+<li><code>deliver_after</code>:
+Specify a delay in timedelta for the delivery of the messages.</li>
+</ul>
+</div>
+
+
+                            </div>
+                            <div id="Producer.flush" class="classattr">
+                                        <input id="Producer.flush-view-source" class="view-source-toggle-state" type="checkbox" aria-hidden="true" tabindex="-1">
+<div class="attr function">
+            
+        <span class="def">def</span>
+        <span class="name">flush</span><span class="signature pdoc-code condensed">(<span class="param"><span class="bp">self</span></span>)</span>
+
+                <label class="view-source-button" for="Producer.flush-view-source"><span>View Source</span></label>
+
+    </div>
+    <a class="headerlink" href="#Producer.flush"></a>
+            <div class="pdoc-code codehilite"><pre><span></span><span id="Producer.flush-1030"><a href="#Producer.flush-1030"><span class="linenos">1030</span></a>    <span class="k">def</span> <span class="nf">flush</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="Producer.flush-1031"><a href="#Producer.flush-1031"><span class="linenos">1031</span></a>        <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="Producer.flush-1032"><a href="#Producer.flush-1032"><span class="linenos">1032</span></a><span class="sd">        Flush all the messages buffered in the client and wait until all messages have been</span>
+</span><span id="Producer.flush-1033"><a href="#Producer.flush-1033"><span class="linenos">1033</span></a><span class="sd">        successfully persisted</span>
+</span><span id="Producer.flush-1034"><a href="#Producer.flush-1034"><span class="linenos">1034</span></a><span class="sd">        &quot;&quot;&quot;</span>
+</span><span id="Producer.flush-1035"><a href="#Producer.flush-1035"><span class="linenos">1035</span></a>        <span class="bp">self</span><span class="o">.</span><span class="n">_producer</span><span class="o">.</span><span class="n">flush</span><span class="p">()</span>
+</span></pre></div>
+
+
+            <div class="docstring"><p>Flush all the messages buffered in the client and wait until all messages have been
+successfully persisted</p>
+</div>
+
+
+                            </div>
+                            <div id="Producer.close" class="classattr">
+                                        <input id="Producer.close-view-source" class="view-source-toggle-state" type="checkbox" aria-hidden="true" tabindex="-1">
+<div class="attr function">
+            
+        <span class="def">def</span>
+        <span class="name">close</span><span class="signature pdoc-code condensed">(<span class="param"><span class="bp">self</span></span>)</span>
+
+                <label class="view-source-button" for="Producer.close-view-source"><span>View Source</span></label>
+
+    </div>
+    <a class="headerlink" href="#Producer.close"></a>
+            <div class="pdoc-code codehilite"><pre><span></span><span id="Producer.close-1038"><a href="#Producer.close-1038"><span class="linenos">1038</span></a>    <span class="k">def</span> <span class="nf">close</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="Producer.close-1039"><a href="#Producer.close-1039"><span class="linenos">1039</span></a>        <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="Producer.close-1040"><a href="#Producer.close-1040"><span class="linenos">1040</span></a><span class="sd">        Close the producer.</span>
+</span><span id="Producer.close-1041"><a href="#Producer.close-1041"><span class="linenos">1041</span></a><span class="sd">        &quot;&quot;&quot;</span>
+</span><span id="Producer.close-1042"><a href="#Producer.close-1042"><span class="linenos">1042</span></a>        <span class="bp">self</span><span class="o">.</span><span class="n">_producer</span><span class="o">.</span><span class="n">close</span><span class="p">()</span>
+</span></pre></div>
+
+
+            <div class="docstring"><p>Close the producer.</p>
+</div>
+
+
+                            </div>
+                </section>
+                <section id="Consumer">
+                            <input id="Consumer-view-source" class="view-source-toggle-state" type="checkbox" aria-hidden="true" tabindex="-1">
+<div class="attr class">
+            
+    <span class="def">class</span>
+    <span class="name">Consumer</span>:
+
+                <label class="view-source-button" for="Consumer-view-source"><span>View Source</span></label>
+
+    </div>
+    <a class="headerlink" href="#Consumer"></a>
+            <div class="pdoc-code codehilite"><pre><span></span><span id="Consumer-1082"><a href="#Consumer-1082"><span class="linenos">1082</span></a><span class="k">class</span> <span class="nc">Consumer</span><span class="p">:</span>
+</span><span id="Consumer-1083"><a href="#Consumer-1083"><span class="linenos">1083</span></a>    <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="Consumer-1084"><a href="#Consumer-1084"><span class="linenos">1084</span></a><span class="sd">    Pulsar consumer.</span>
+</span><span id="Consumer-1085"><a href="#Consumer-1085"><span class="linenos">1085</span></a><span class="sd">    &quot;&quot;&quot;</span>
+</span><span id="Consumer-1086"><a href="#Consumer-1086"><span class="linenos">1086</span></a>
+</span><span id="Consumer-1087"><a href="#Consumer-1087"><span class="linenos">1087</span></a>    <span class="k">def</span> <span class="nf">topic</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="Consumer-1088"><a href="#Consumer-1088"><span class="linenos">1088</span></a>        <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="Consumer-1089"><a href="#Consumer-1089"><span class="linenos">1089</span></a><span class="sd">        Return the topic this consumer is subscribed to.</span>
+</span><span id="Consumer-1090"><a href="#Consumer-1090"><span class="linenos">1090</span></a><span class="sd">        &quot;&quot;&quot;</span>
+</span><span id="Consumer-1091"><a href="#Consumer-1091"><span class="linenos">1091</span></a>        <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_consumer</span><span class="o">.</span><span class="n">topic</span><span class="p">()</span>
+</span><span id="Consumer-1092"><a href="#Consumer-1092"><span class="linenos">1092</span></a>
+</span><span id="Consumer-1093"><a href="#Consumer-1093"><span class="linenos">1093</span></a>    <span class="k">def</span> <span class="nf">subscription_name</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="Consumer-1094"><a href="#Consumer-1094"><span class="linenos">1094</span></a>        <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="Consumer-1095"><a href="#Consumer-1095"><span class="linenos">1095</span></a><span class="sd">        Return the subscription name.</span>
+</span><span id="Consumer-1096"><a href="#Consumer-1096"><span class="linenos">1096</span></a><span class="sd">        &quot;&quot;&quot;</span>
+</span><span id="Consumer-1097"><a href="#Consumer-1097"><span class="linenos">1097</span></a>        <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_consumer</span><span class="o">.</span><span class="n">subscription_name</span><span class="p">()</span>
+</span><span id="Consumer-1098"><a href="#Consumer-1098"><span class="linenos">1098</span></a>
+</span><span id="Consumer-1099"><a href="#Consumer-1099"><span class="linenos">1099</span></a>    <span class="k">def</span> <span class="nf">unsubscribe</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="Consumer-1100"><a href="#Consumer-1100"><span class="linenos">1100</span></a>        <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="Consumer-1101"><a href="#Consumer-1101"><span class="linenos">1101</span></a><span class="sd">        Unsubscribe the current consumer from the topic.</span>
+</span><span id="Consumer-1102"><a href="#Consumer-1102"><span class="linenos">1102</span></a>
+</span><span id="Consumer-1103"><a href="#Consumer-1103"><span class="linenos">1103</span></a><span class="sd">        This method will block until the operation is completed. Once the</span>
+</span><span id="Consumer-1104"><a href="#Consumer-1104"><span class="linenos">1104</span></a><span class="sd">        consumer is unsubscribed, no more messages will be received and</span>
+</span><span id="Consumer-1105"><a href="#Consumer-1105"><span class="linenos">1105</span></a><span class="sd">        subsequent new messages will not be retained for this consumer.</span>
+</span><span id="Consumer-1106"><a href="#Consumer-1106"><span class="linenos">1106</span></a>
+</span><span id="Consumer-1107"><a href="#Consumer-1107"><span class="linenos">1107</span></a><span class="sd">        This consumer object cannot be reused.</span>
+</span><span id="Consumer-1108"><a href="#Consumer-1108"><span class="linenos">1108</span></a><span class="sd">        &quot;&quot;&quot;</span>
+</span><span id="Consumer-1109"><a href="#Consumer-1109"><span class="linenos">1109</span></a>        <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_consumer</span><span class="o">.</span><span class="n">unsubscribe</span><span class="p">()</span>
+</span><span id="Consumer-1110"><a href="#Consumer-1110"><span class="linenos">1110</span></a>
+</span><span id="Consumer-1111"><a href="#Consumer-1111"><span class="linenos">1111</span></a>    <span class="k">def</span> <span class="nf">receive</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">timeout_millis</span><span class="o">=</span><span class="kc">None</span><span class="p">):</span>
+</span><span id="Consumer-1112"><a href="#Consumer-1112"><span class="linenos">1112</span></a>        <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="Consumer-1113"><a href="#Consumer-1113"><span class="linenos">1113</span></a><span class="sd">        Receive a single message.</span>
+</span><span id="Consumer-1114"><a href="#Consumer-1114"><span class="linenos">1114</span></a>
+</span><span id="Consumer-1115"><a href="#Consumer-1115"><span class="linenos">1115</span></a><span class="sd">        If a message is not immediately available, this method will block until</span>
+</span><span id="Consumer-1116"><a href="#Consumer-1116"><span class="linenos">1116</span></a><span class="sd">        a new message is available.</span>
+</span><span id="Consumer-1117"><a href="#Consumer-1117"><span class="linenos">1117</span></a>
+</span><span id="Consumer-1118"><a href="#Consumer-1118"><span class="linenos">1118</span></a><span class="sd">        **Options**</span>
+</span><span id="Consumer-1119"><a href="#Consumer-1119"><span class="linenos">1119</span></a>
+</span><span id="Consumer-1120"><a href="#Consumer-1120"><span class="linenos">1120</span></a><span class="sd">        * `timeout_millis`:</span>
+</span><span id="Consumer-1121"><a href="#Consumer-1121"><span class="linenos">1121</span></a><span class="sd">          If specified, the receive will raise an exception if a message is not</span>
+</span><span id="Consumer-1122"><a href="#Consumer-1122"><span class="linenos">1122</span></a><span class="sd">          available within the timeout.</span>
+</span><span id="Consumer-1123"><a href="#Consumer-1123"><span class="linenos">1123</span></a><span class="sd">        &quot;&quot;&quot;</span>
+</span><span id="Consumer-1124"><a href="#Consumer-1124"><span class="linenos">1124</span></a>        <span class="k">if</span> <span class="n">timeout_millis</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span>
+</span><span id="Consumer-1125"><a href="#Consumer-1125"><span class="linenos">1125</span></a>            <span class="n">msg</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_consumer</span><span class="o">.</span><span class="n">receive</span><span class="p">()</span>
+</span><span id="Consumer-1126"><a href="#Consumer-1126"><span class="linenos">1126</span></a>        <span class="k">else</span><span class="p">:</span>
+</span><span id="Consumer-1127"><a href="#Consumer-1127"><span class="linenos">1127</span></a>            <span class="n">_check_type</span><span class="p">(</span><span class="nb">int</span><span class="p">,</span> <span class="n">timeout_millis</span><span class="p">,</span> <span class="s1">&#39;timeout_millis&#39;</span><span class="p">)</span>
+</span><span id="Consumer-1128"><a href="#Consumer-1128"><span class="linenos">1128</span></a>            <span class="n">msg</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_consumer</span><span class="o">.</span><span class="n">receive</span><span class="p">(</span><span class="n">timeout_millis</span><span class="p">)</span>
+</span><span id="Consumer-1129"><a href="#Consumer-1129"><span class="linenos">1129</span></a>
+</span><span id="Consumer-1130"><a href="#Consumer-1130"><span class="linenos">1130</span></a>        <span class="n">m</span> <span class="o">=</span> <span class="n">Message</span><span class="p">()</span>
+</span><span id="Consumer-1131"><a href="#Consumer-1131"><span class="linenos">1131</span></a>        <span class="n">m</span><span class="o">.</span><span class="n">_message</span> <span class="o">=</span> <span class="n">msg</span>
+</span><span id="Consumer-1132"><a href="#Consumer-1132"><span class="linenos">1132</span></a>        <span class="n">m</span><span class="o">.</span><span class="n">_schema</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_schema</span>
+</span><span id="Consumer-1133"><a href="#Consumer-1133"><span class="linenos">1133</span></a>        <span class="k">return</span> <span class="n">m</span>
+</span><span id="Consumer-1134"><a href="#Consumer-1134"><span class="linenos">1134</span></a>
+</span><span id="Consumer-1135"><a href="#Consumer-1135"><span class="linenos">1135</span></a>    <span class="k">def</span> <span class="nf">acknowledge</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">message</span><span class="p">):</span>
+</span><span id="Consumer-1136"><a href="#Consumer-1136"><span class="linenos">1136</span></a>        <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="Consumer-1137"><a href="#Consumer-1137"><span class="linenos">1137</span></a><span class="sd">        Acknowledge the reception of a single message.</span>
+</span><span id="Consumer-1138"><a href="#Consumer-1138"><span class="linenos">1138</span></a>
+</span><span id="Consumer-1139"><a href="#Consumer-1139"><span class="linenos">1139</span></a><span class="sd">        This method will block until an acknowledgement is sent to the broker.</span>
+</span><span id="Consumer-1140"><a href="#Consumer-1140"><span class="linenos">1140</span></a><span class="sd">        After that, the message will not be re-delivered to this consumer.</span>
+</span><span id="Consumer-1141"><a href="#Consumer-1141"><span class="linenos">1141</span></a>
+</span><span id="Consumer-1142"><a href="#Consumer-1142"><span class="linenos">1142</span></a><span class="sd">        **Args**</span>
+</span><span id="Consumer-1143"><a href="#Consumer-1143"><span class="linenos">1143</span></a>
+</span><span id="Consumer-1144"><a href="#Consumer-1144"><span class="linenos">1144</span></a><span class="sd">        * `message`:</span>
+</span><span id="Consumer-1145"><a href="#Consumer-1145"><span class="linenos">1145</span></a><span class="sd">          The received message or message id.</span>
+</span><span id="Consumer-1146"><a href="#Consumer-1146"><span class="linenos">1146</span></a><span class="sd">        &quot;&quot;&quot;</span>
+</span><span id="Consumer-1147"><a href="#Consumer-1147"><span class="linenos">1147</span></a>        <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">message</span><span class="p">,</span> <span class="n">Message</span><span class="p">):</span>
+</span><span id="Consumer-1148"><a href="#Consumer-1148"><span class="linenos">1148</span></a>            <span class="bp">self</span><span class="o">.</span><span class="n">_consumer</span><span class="o">.</span><span class="n">acknowledge</span><span class="p">(</span><span class="n">message</span><span class="o">.</span><span class="n">_message</span><span class="p">)</span>
+</span><span id="Consumer-1149"><a href="#Consumer-1149"><span class="linenos">1149</span></a>        <span class="k">else</span><span class="p">:</span>
+</span><span id="Consumer-1150"><a href="#Consumer-1150"><span class="linenos">1150</span></a>            <span class="bp">self</span><span class="o">.</span><span class="n">_consumer</span><span class="o">.</span><span class="n">acknowledge</span><span class="p">(</span><span class="n">message</span><span class="p">)</span>
+</span><span id="Consumer-1151"><a href="#Consumer-1151"><span class="linenos">1151</span></a>
+</span><span id="Consumer-1152"><a href="#Consumer-1152"><span class="linenos">1152</span></a>    <span class="k">def</span> <span class="nf">acknowledge_cumulative</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">message</span><span class="p">):</span>
+</span><span id="Consumer-1153"><a href="#Consumer-1153"><span class="linenos">1153</span></a>        <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="Consumer-1154"><a href="#Consumer-1154"><span class="linenos">1154</span></a><span class="sd">        Acknowledge the reception of all the messages in the stream up to (and</span>
+</span><span id="Consumer-1155"><a href="#Consumer-1155"><span class="linenos">1155</span></a><span class="sd">        including) the provided message.</span>
+</span><span id="Consumer-1156"><a href="#Consumer-1156"><span class="linenos">1156</span></a>
+</span><span id="Consumer-1157"><a href="#Consumer-1157"><span class="linenos">1157</span></a><span class="sd">        This method will block until an acknowledgement is sent to the broker.</span>
+</span><span id="Consumer-1158"><a href="#Consumer-1158"><span class="linenos">1158</span></a><span class="sd">        After that, the messages will not be re-delivered to this consumer.</span>
+</span><span id="Consumer-1159"><a href="#Consumer-1159"><span class="linenos">1159</span></a>
+</span><span id="Consumer-1160"><a href="#Consumer-1160"><span class="linenos">1160</span></a><span class="sd">        **Args**</span>
+</span><span id="Consumer-1161"><a href="#Consumer-1161"><span class="linenos">1161</span></a>
+</span><span id="Consumer-1162"><a href="#Consumer-1162"><span class="linenos">1162</span></a><span class="sd">        * `message`:</span>
+</span><span id="Consumer-1163"><a href="#Consumer-1163"><span class="linenos">1163</span></a><span class="sd">          The received message or message id.</span>
+</span><span id="Consumer-1164"><a href="#Consumer-1164"><span class="linenos">1164</span></a><span class="sd">        &quot;&quot;&quot;</span>
+</span><span id="Consumer-1165"><a href="#Consumer-1165"><span class="linenos">1165</span></a>        <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">message</span><span class="p">,</span> <span class="n">Message</span><span class="p">):</span>
+</span><span id="Consumer-1166"><a href="#Consumer-1166"><span class="linenos">1166</span></a>            <span class="bp">self</span><span class="o">.</span><span class="n">_consumer</span><span class="o">.</span><span class="n">acknowledge_cumulative</span><span class="p">(</span><span class="n">message</span><span class="o">.</span><span class="n">_message</span><span class="p">)</span>
+</span><span id="Consumer-1167"><a href="#Consumer-1167"><span class="linenos">1167</span></a>        <span class="k">else</span><span class="p">:</span>
+</span><span id="Consumer-1168"><a href="#Consumer-1168"><span class="linenos">1168</span></a>            <span class="bp">self</span><span class="o">.</span><span class="n">_consumer</span><span class="o">.</span><span class="n">acknowledge_cumulative</span><span class="p">(</span><span class="n">message</span><span class="p">)</span>
+</span><span id="Consumer-1169"><a href="#Consumer-1169"><span class="linenos">1169</span></a>
+</span><span id="Consumer-1170"><a href="#Consumer-1170"><span class="linenos">1170</span></a>    <span class="k">def</span> <span class="nf">negative_acknowledge</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">message</span><span class="p">):</span>
+</span><span id="Consumer-1171"><a href="#Consumer-1171"><span class="linenos">1171</span></a>        <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="Consumer-1172"><a href="#Consumer-1172"><span class="linenos">1172</span></a><span class="sd">        Acknowledge the failure to process a single message.</span>
+</span><span id="Consumer-1173"><a href="#Consumer-1173"><span class="linenos">1173</span></a>
+</span><span id="Consumer-1174"><a href="#Consumer-1174"><span class="linenos">1174</span></a><span class="sd">        When a message is &quot;negatively acked&quot; it will be marked for redelivery after</span>
+</span><span id="Consumer-1175"><a href="#Consumer-1175"><span class="linenos">1175</span></a><span class="sd">        some fixed delay. The delay is configurable when constructing the consumer</span>
+</span><span id="Consumer-1176"><a href="#Consumer-1176"><span class="linenos">1176</span></a><span class="sd">        with {@link ConsumerConfiguration#setNegativeAckRedeliveryDelayMs}.</span>
+</span><span id="Consumer-1177"><a href="#Consumer-1177"><span class="linenos">1177</span></a>
+</span><span id="Consumer-1178"><a href="#Consumer-1178"><span class="linenos">1178</span></a><span class="sd">        This call is not blocking.</span>
+</span><span id="Consumer-1179"><a href="#Consumer-1179"><span class="linenos">1179</span></a>
+</span><span id="Consumer-1180"><a href="#Consumer-1180"><span class="linenos">1180</span></a><span class="sd">        **Args**</span>
+</span><span id="Consumer-1181"><a href="#Consumer-1181"><span class="linenos">1181</span></a>
+</span><span id="Consumer-1182"><a href="#Consumer-1182"><span class="linenos">1182</span></a><span class="sd">        * `message`:</span>
+</span><span id="Consumer-1183"><a href="#Consumer-1183"><span class="linenos">1183</span></a><span class="sd">          The received message or message id.</span>
+</span><span id="Consumer-1184"><a href="#Consumer-1184"><span class="linenos">1184</span></a><span class="sd">        &quot;&quot;&quot;</span>
+</span><span id="Consumer-1185"><a href="#Consumer-1185"><span class="linenos">1185</span></a>        <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">message</span><span class="p">,</span> <span class="n">Message</span><span class="p">):</span>
+</span><span id="Consumer-1186"><a href="#Consumer-1186"><span class="linenos">1186</span></a>            <span class="bp">self</span><span class="o">.</span><span class="n">_consumer</span><span class="o">.</span><span class="n">negative_acknowledge</span><span class="p">(</span><span class="n">message</span><span class="o">.</span><span class="n">_message</span><span class="p">)</span>
+</span><span id="Consumer-1187"><a href="#Consumer-1187"><span class="linenos">1187</span></a>        <span class="k">else</span><span class="p">:</span>
+</span><span id="Consumer-1188"><a href="#Consumer-1188"><span class="linenos">1188</span></a>            <span class="bp">self</span><span class="o">.</span><span class="n">_consumer</span><span class="o">.</span><span class="n">negative_acknowledge</span><span class="p">(</span><span class="n">message</span><span class="p">)</span>
+</span><span id="Consumer-1189"><a href="#Consumer-1189"><span class="linenos">1189</span></a>
+</span><span id="Consumer-1190"><a href="#Consumer-1190"><span class="linenos">1190</span></a>    <span class="k">def</span> <span class="nf">pause_message_listener</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="Consumer-1191"><a href="#Consumer-1191"><span class="linenos">1191</span></a>        <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="Consumer-1192"><a href="#Consumer-1192"><span class="linenos">1192</span></a><span class="sd">        Pause receiving messages via the `message_listener` until</span>
+</span><span id="Consumer-1193"><a href="#Consumer-1193"><span class="linenos">1193</span></a><span class="sd">        `resume_message_listener()` is called.</span>
+</span><span id="Consumer-1194"><a href="#Consumer-1194"><span class="linenos">1194</span></a><span class="sd">        &quot;&quot;&quot;</span>
+</span><span id="Consumer-1195"><a href="#Consumer-1195"><span class="linenos">1195</span></a>        <span class="bp">self</span><span class="o">.</span><span class="n">_consumer</span><span class="o">.</span><span class="n">pause_message_listener</span><span class="p">()</span>
+</span><span id="Consumer-1196"><a href="#Consumer-1196"><span class="linenos">1196</span></a>
+</span><span id="Consumer-1197"><a href="#Consumer-1197"><span class="linenos">1197</span></a>    <span class="k">def</span> <span class="nf">resume_message_listener</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="Consumer-1198"><a href="#Consumer-1198"><span class="linenos">1198</span></a>        <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="Consumer-1199"><a href="#Consumer-1199"><span class="linenos">1199</span></a><span class="sd">        Resume receiving the messages via the message listener.</span>
+</span><span id="Consumer-1200"><a href="#Consumer-1200"><span class="linenos">1200</span></a><span class="sd">        Asynchronously receive all the messages enqueued from the time</span>
+</span><span id="Consumer-1201"><a href="#Consumer-1201"><span class="linenos">1201</span></a><span class="sd">        `pause_message_listener()` was called.</span>
+</span><span id="Consumer-1202"><a href="#Consumer-1202"><span class="linenos">1202</span></a><span class="sd">        &quot;&quot;&quot;</span>
+</span><span id="Consumer-1203"><a href="#Consumer-1203"><span class="linenos">1203</span></a>        <span class="bp">self</span><span class="o">.</span><span class="n">_consumer</span><span class="o">.</span><span class="n">resume_message_listener</span><span class="p">()</span>
+</span><span id="Consumer-1204"><a href="#Consumer-1204"><span class="linenos">1204</span></a>
+</span><span id="Consumer-1205"><a href="#Consumer-1205"><span class="linenos">1205</span></a>    <span class="k">def</span> <span class="nf">redeliver_unacknowledged_messages</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="Consumer-1206"><a href="#Consumer-1206"><span class="linenos">1206</span></a>        <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="Consumer-1207"><a href="#Consumer-1207"><span class="linenos">1207</span></a><span class="sd">        Redelivers all the unacknowledged messages. In failover mode, the</span>
+</span><span id="Consumer-1208"><a href="#Consumer-1208"><span class="linenos">1208</span></a><span class="sd">        request is ignored if the consumer is not active for the given topic. In</span>
+</span><span id="Consumer-1209"><a href="#Consumer-1209"><span class="linenos">1209</span></a><span class="sd">        shared mode, the consumer&#39;s messages to be redelivered are distributed</span>
+</span><span id="Consumer-1210"><a href="#Consumer-1210"><span class="linenos">1210</span></a><span class="sd">        across all the connected consumers. This is a non-blocking call and</span>
+</span><span id="Consumer-1211"><a href="#Consumer-1211"><span class="linenos">1211</span></a><span class="sd">        doesn&#39;t throw an exception. In case the connection breaks, the messages</span>
+</span><span id="Consumer-1212"><a href="#Consumer-1212"><span class="linenos">1212</span></a><span class="sd">        are redelivered after reconnect.</span>
+</span><span id="Consumer-1213"><a href="#Consumer-1213"><span class="linenos">1213</span></a><span class="sd">        &quot;&quot;&quot;</span>
+</span><span id="Consumer-1214"><a href="#Consumer-1214"><span class="linenos">1214</span></a>        <span class="bp">self</span><span class="o">.</span><span class="n">_consumer</span><span class="o">.</span><span class="n">redeliver_unacknowledged_messages</span><span class="p">()</span>
+</span><span id="Consumer-1215"><a href="#Consumer-1215"><span class="linenos">1215</span></a>
+</span><span id="Consumer-1216"><a href="#Consumer-1216"><span class="linenos">1216</span></a>    <span class="k">def</span> <span class="nf">seek</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">messageid</span><span class="p">):</span>
+</span><span id="Consumer-1217"><a href="#Consumer-1217"><span class="linenos">1217</span></a>        <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="Consumer-1218"><a href="#Consumer-1218"><span class="linenos">1218</span></a><span class="sd">        Reset the subscription associated with this consumer to a specific message id or publish timestamp.</span>
+</span><span id="Consumer-1219"><a href="#Consumer-1219"><span class="linenos">1219</span></a><span class="sd">        The message id can either be a specific message or represent the first or last messages in the topic.</span>
+</span><span id="Consumer-1220"><a href="#Consumer-1220"><span class="linenos">1220</span></a><span class="sd">        Note: this operation can only be done on non-partitioned topics. For these, one can rather perform the</span>
+</span><span id="Consumer-1221"><a href="#Consumer-1221"><span class="linenos">1221</span></a><span class="sd">        seek() on the individual partitions.</span>
+</span><span id="Consumer-1222"><a href="#Consumer-1222"><span class="linenos">1222</span></a>
+</span><span id="Consumer-1223"><a href="#Consumer-1223"><span class="linenos">1223</span></a><span class="sd">        **Args**</span>
+</span><span id="Consumer-1224"><a href="#Consumer-1224"><span class="linenos">1224</span></a>
+</span><span id="Consumer-1225"><a href="#Consumer-1225"><span class="linenos">1225</span></a><span class="sd">        * `message`:</span>
+</span><span id="Consumer-1226"><a href="#Consumer-1226"><span class="linenos">1226</span></a><span class="sd">          The message id for seek, OR an integer event time to seek to</span>
+</span><span id="Consumer-1227"><a href="#Consumer-1227"><span class="linenos">1227</span></a><span class="sd">        &quot;&quot;&quot;</span>
+</span><span id="Consumer-1228"><a href="#Consumer-1228"><span class="linenos">1228</span></a>        <span class="bp">self</span><span class="o">.</span><span class="n">_consumer</span><span class="o">.</span><span class="n">seek</span><span class="p">(</span><span class="n">messageid</span><span class="p">)</span>
+</span><span id="Consumer-1229"><a href="#Consumer-1229"><span class="linenos">1229</span></a>
+</span><span id="Consumer-1230"><a href="#Consumer-1230"><span class="linenos">1230</span></a>    <span class="k">def</span> <span class="nf">close</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="Consumer-1231"><a href="#Consumer-1231"><span class="linenos">1231</span></a>        <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="Consumer-1232"><a href="#Consumer-1232"><span class="linenos">1232</span></a><span class="sd">        Close the consumer.</span>
+</span><span id="Consumer-1233"><a href="#Consumer-1233"><span class="linenos">1233</span></a><span class="sd">        &quot;&quot;&quot;</span>
+</span><span id="Consumer-1234"><a href="#Consumer-1234"><span class="linenos">1234</span></a>        <span class="bp">self</span><span class="o">.</span><span class="n">_consumer</span><span class="o">.</span><span class="n">close</span><span class="p">()</span>
+</span><span id="Consumer-1235"><a href="#Consumer-1235"><span class="linenos">1235</span></a>        <span class="bp">self</span><span class="o">.</span><span class="n">_client</span><span class="o">.</span><span class="n">_consumers</span><span class="o">.</span><span class="n">remove</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span>
+</span></pre></div>
+
+
+            <div class="docstring"><p>Pulsar consumer.</p>
+</div>
+
+
+                            <div id="Consumer.__init__" class="classattr">
+                                <div class="attr function">
+            
+        <span class="name">Consumer</span><span class="signature pdoc-code condensed">()</span>
+
+        
+    </div>
+    <a class="headerlink" href="#Consumer.__init__"></a>
+    
+    
+
+                            </div>
+                            <div id="Consumer.topic" class="classattr">
+                                        <input id="Consumer.topic-view-source" class="view-source-toggle-state" type="checkbox" aria-hidden="true" tabindex="-1">
+<div class="attr function">
+            
+        <span class="def">def</span>
+        <span class="name">topic</span><span class="signature pdoc-code condensed">(<span class="param"><span class="bp">self</span></span>)</span>
+
+                <label class="view-source-button" for="Consumer.topic-view-source"><span>View Source</span></label>
+
+    </div>
+    <a class="headerlink" href="#Consumer.topic"></a>
+            <div class="pdoc-code codehilite"><pre><span></span><span id="Consumer.topic-1087"><a href="#Consumer.topic-1087"><span class="linenos">1087</span></a>    <span class="k">def</span> <span class="nf">topic</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="Consumer.topic-1088"><a href="#Consumer.topic-1088"><span class="linenos">1088</span></a>        <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="Consumer.topic-1089"><a href="#Consumer.topic-1089"><span class="linenos">1089</span></a><span class="sd">        Return the topic this consumer is subscribed to.</span>
+</span><span id="Consumer.topic-1090"><a href="#Consumer.topic-1090"><span class="linenos">1090</span></a><span class="sd">        &quot;&quot;&quot;</span>
+</span><span id="Consumer.topic-1091"><a href="#Consumer.topic-1091"><span class="linenos">1091</span></a>        <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_consumer</span><span class="o">.</span><span class="n">topic</span><span class="p">()</span>
+</span></pre></div>
+
+
+            <div class="docstring"><p>Return the topic this consumer is subscribed to.</p>
+</div>
+
+
+                            </div>
+                            <div id="Consumer.subscription_name" class="classattr">
+                                        <input id="Consumer.subscription_name-view-source" class="view-source-toggle-state" type="checkbox" aria-hidden="true" tabindex="-1">
+<div class="attr function">
+            
+        <span class="def">def</span>
+        <span class="name">subscription_name</span><span class="signature pdoc-code condensed">(<span class="param"><span class="bp">self</span></span>)</span>
+
+                <label class="view-source-button" for="Consumer.subscription_name-view-source"><span>View Source</span></label>
+
+    </div>
+    <a class="headerlink" href="#Consumer.subscription_name"></a>
+            <div class="pdoc-code codehilite"><pre><span></span><span id="Consumer.subscription_name-1093"><a href="#Consumer.subscription_name-1093"><span class="linenos">1093</span></a>    <span class="k">def</span> <span class="nf">subscription_name</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="Consumer.subscription_name-1094"><a href="#Consumer.subscription_name-1094"><span class="linenos">1094</span></a>        <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="Consumer.subscription_name-1095"><a href="#Consumer.subscription_name-1095"><span class="linenos">1095</span></a><span class="sd">        Return the subscription name.</span>
+</span><span id="Consumer.subscription_name-1096"><a href="#Consumer.subscription_name-1096"><span class="linenos">1096</span></a><span class="sd">        &quot;&quot;&quot;</span>
+</span><span id="Consumer.subscription_name-1097"><a href="#Consumer.subscription_name-1097"><span class="linenos">1097</span></a>        <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_consumer</span><span class="o">.</span><span class="n">subscription_name</span><span class="p">()</span>
+</span></pre></div>
+
+
+            <div class="docstring"><p>Return the subscription name.</p>
+</div>
+
+
+                            </div>
+                            <div id="Consumer.unsubscribe" class="classattr">
+                                        <input id="Consumer.unsubscribe-view-source" class="view-source-toggle-state" type="checkbox" aria-hidden="true" tabindex="-1">
+<div class="attr function">
+            
+        <span class="def">def</span>
+        <span class="name">unsubscribe</span><span class="signature pdoc-code condensed">(<span class="param"><span class="bp">self</span></span>)</span>
+
+                <label class="view-source-button" for="Consumer.unsubscribe-view-source"><span>View Source</span></label>
+
+    </div>
+    <a class="headerlink" href="#Consumer.unsubscribe"></a>
+            <div class="pdoc-code codehilite"><pre><span></span><span id="Consumer.unsubscribe-1099"><a href="#Consumer.unsubscribe-1099"><span class="linenos">1099</span></a>    <span class="k">def</span> <span class="nf">unsubscribe</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="Consumer.unsubscribe-1100"><a href="#Consumer.unsubscribe-1100"><span class="linenos">1100</span></a>        <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="Consumer.unsubscribe-1101"><a href="#Consumer.unsubscribe-1101"><span class="linenos">1101</span></a><span class="sd">        Unsubscribe the current consumer from the topic.</span>
+</span><span id="Consumer.unsubscribe-1102"><a href="#Consumer.unsubscribe-1102"><span class="linenos">1102</span></a>
+</span><span id="Consumer.unsubscribe-1103"><a href="#Consumer.unsubscribe-1103"><span class="linenos">1103</span></a><span class="sd">        This method will block until the operation is completed. Once the</span>
+</span><span id="Consumer.unsubscribe-1104"><a href="#Consumer.unsubscribe-1104"><span class="linenos">1104</span></a><span class="sd">        consumer is unsubscribed, no more messages will be received and</span>
+</span><span id="Consumer.unsubscribe-1105"><a href="#Consumer.unsubscribe-1105"><span class="linenos">1105</span></a><span class="sd">        subsequent new messages will not be retained for this consumer.</span>
+</span><span id="Consumer.unsubscribe-1106"><a href="#Consumer.unsubscribe-1106"><span class="linenos">1106</span></a>
+</span><span id="Consumer.unsubscribe-1107"><a href="#Consumer.unsubscribe-1107"><span class="linenos">1107</span></a><span class="sd">        This consumer object cannot be reused.</span>
+</span><span id="Consumer.unsubscribe-1108"><a href="#Consumer.unsubscribe-1108"><span class="linenos">1108</span></a><span class="sd">        &quot;&quot;&quot;</span>
+</span><span id="Consumer.unsubscribe-1109"><a href="#Consumer.unsubscribe-1109"><span class="linenos">1109</span></a>        <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_consumer</span><span class="o">.</span><span class="n">unsubscribe</span><span class="p">()</span>
+</span></pre></div>
+
+
+            <div class="docstring"><p>Unsubscribe the current consumer from the topic.</p>
+
+<p>This method will block until the operation is completed. Once the
+consumer is unsubscribed, no more messages will be received and
+subsequent new messages will not be retained for this consumer.</p>
+
+<p>This consumer object cannot be reused.</p>
+</div>
+
+
+                            </div>
+                            <div id="Consumer.receive" class="classattr">
+                                        <input id="Consumer.receive-view-source" class="view-source-toggle-state" type="checkbox" aria-hidden="true" tabindex="-1">
+<div class="attr function">
+            
+        <span class="def">def</span>
+        <span class="name">receive</span><span class="signature pdoc-code condensed">(<span class="param"><span class="bp">self</span>, </span><span class="param"><span class="n">timeout_millis</span><span class="o">=</span><span class="kc">None</span></span>)</span>
+
+                <label class="view-source-button" for="Consumer.receive-view-source"><span>View Source</span></label>
+
+    </div>
+    <a class="headerlink" href="#Consumer.receive"></a>
+            <div class="pdoc-code codehilite"><pre><span></span><span id="Consumer.receive-1111"><a href="#Consumer.receive-1111"><span class="linenos">1111</span></a>    <span class="k">def</span> <span class="nf">receive</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">timeout_millis</span><span class="o">=</span><span class="kc">None</span><span class="p">):</span>
+</span><span id="Consumer.receive-1112"><a href="#Consumer.receive-1112"><span class="linenos">1112</span></a>        <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="Consumer.receive-1113"><a href="#Consumer.receive-1113"><span class="linenos">1113</span></a><span class="sd">        Receive a single message.</span>
+</span><span id="Consumer.receive-1114"><a href="#Consumer.receive-1114"><span class="linenos">1114</span></a>
+</span><span id="Consumer.receive-1115"><a href="#Consumer.receive-1115"><span class="linenos">1115</span></a><span class="sd">        If a message is not immediately available, this method will block until</span>
+</span><span id="Consumer.receive-1116"><a href="#Consumer.receive-1116"><span class="linenos">1116</span></a><span class="sd">        a new message is available.</span>
+</span><span id="Consumer.receive-1117"><a href="#Consumer.receive-1117"><span class="linenos">1117</span></a>
+</span><span id="Consumer.receive-1118"><a href="#Consumer.receive-1118"><span class="linenos">1118</span></a><span class="sd">        **Options**</span>
+</span><span id="Consumer.receive-1119"><a href="#Consumer.receive-1119"><span class="linenos">1119</span></a>
+</span><span id="Consumer.receive-1120"><a href="#Consumer.receive-1120"><span class="linenos">1120</span></a><span class="sd">        * `timeout_millis`:</span>
+</span><span id="Consumer.receive-1121"><a href="#Consumer.receive-1121"><span class="linenos">1121</span></a><span class="sd">          If specified, the receive will raise an exception if a message is not</span>
+</span><span id="Consumer.receive-1122"><a href="#Consumer.receive-1122"><span class="linenos">1122</span></a><span class="sd">          available within the timeout.</span>
+</span><span id="Consumer.receive-1123"><a href="#Consumer.receive-1123"><span class="linenos">1123</span></a><span class="sd">        &quot;&quot;&quot;</span>
+</span><span id="Consumer.receive-1124"><a href="#Consumer.receive-1124"><span class="linenos">1124</span></a>        <span class="k">if</span> <span class="n">timeout_millis</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span>
+</span><span id="Consumer.receive-1125"><a href="#Consumer.receive-1125"><span class="linenos">1125</span></a>            <span class="n">msg</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_consumer</span><span class="o">.</span><span class="n">receive</span><span class="p">()</span>
+</span><span id="Consumer.receive-1126"><a href="#Consumer.receive-1126"><span class="linenos">1126</span></a>        <span class="k">else</span><span class="p">:</span>
+</span><span id="Consumer.receive-1127"><a href="#Consumer.receive-1127"><span class="linenos">1127</span></a>            <span class="n">_check_type</span><span class="p">(</span><span class="nb">int</span><span class="p">,</span> <span class="n">timeout_millis</span><span class="p">,</span> <span class="s1">&#39;timeout_millis&#39;</span><span class="p">)</span>
+</span><span id="Consumer.receive-1128"><a href="#Consumer.receive-1128"><span class="linenos">1128</span></a>            <span class="n">msg</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_consumer</span><span class="o">.</span><span class="n">receive</span><span class="p">(</span><span class="n">timeout_millis</span><span class="p">)</span>
+</span><span id="Consumer.receive-1129"><a href="#Consumer.receive-1129"><span class="linenos">1129</span></a>
+</span><span id="Consumer.receive-1130"><a href="#Consumer.receive-1130"><span class="linenos">1130</span></a>        <span class="n">m</span> <span class="o">=</span> <span class="n">Message</span><span class="p">()</span>
+</span><span id="Consumer.receive-1131"><a href="#Consumer.receive-1131"><span class="linenos">1131</span></a>        <span class="n">m</span><span class="o">.</span><span class="n">_message</span> <span class="o">=</span> <span class="n">msg</span>
+</span><span id="Consumer.receive-1132"><a href="#Consumer.receive-1132"><span class="linenos">1132</span></a>        <span class="n">m</span><span class="o">.</span><span class="n">_schema</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_schema</span>
+</span><span id="Consumer.receive-1133"><a href="#Consumer.receive-1133"><span class="linenos">1133</span></a>        <span class="k">return</span> <span class="n">m</span>
+</span></pre></div>
+
+
+            <div class="docstring"><p>Receive a single message.</p>
+
+<p>If a message is not immediately available, this method will block until
+a new message is available.</p>
+
+<p><strong>Options</strong></p>
+
+<ul>
+<li><code>timeout_millis</code>:
+If specified, the receive will raise an exception if a message is not
+available within the timeout.</li>
+</ul>
+</div>
+
+
+                            </div>
+                            <div id="Consumer.acknowledge" class="classattr">
+                                        <input id="Consumer.acknowledge-view-source" class="view-source-toggle-state" type="checkbox" aria-hidden="true" tabindex="-1">
+<div class="attr function">
+            
+        <span class="def">def</span>
+        <span class="name">acknowledge</span><span class="signature pdoc-code condensed">(<span class="param"><span class="bp">self</span>, </span><span class="param"><span class="n">message</span></span>)</span>
+
+                <label class="view-source-button" for="Consumer.acknowledge-view-source"><span>View Source</span></label>
+
+    </div>
+    <a class="headerlink" href="#Consumer.acknowledge"></a>
+            <div class="pdoc-code codehilite"><pre><span></span><span id="Consumer.acknowledge-1135"><a href="#Consumer.acknowledge-1135"><span class="linenos">1135</span></a>    <span class="k">def</span> <span class="nf">acknowledge</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">message</span><span class="p">):</span>
+</span><span id="Consumer.acknowledge-1136"><a href="#Consumer.acknowledge-1136"><span class="linenos">1136</span></a>        <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="Consumer.acknowledge-1137"><a href="#Consumer.acknowledge-1137"><span class="linenos">1137</span></a><span class="sd">        Acknowledge the reception of a single message.</span>
+</span><span id="Consumer.acknowledge-1138"><a href="#Consumer.acknowledge-1138"><span class="linenos">1138</span></a>
+</span><span id="Consumer.acknowledge-1139"><a href="#Consumer.acknowledge-1139"><span class="linenos">1139</span></a><span class="sd">        This method will block until an acknowledgement is sent to the broker.</span>
+</span><span id="Consumer.acknowledge-1140"><a href="#Consumer.acknowledge-1140"><span class="linenos">1140</span></a><span class="sd">        After that, the message will not be re-delivered to this consumer.</span>
+</span><span id="Consumer.acknowledge-1141"><a href="#Consumer.acknowledge-1141"><span class="linenos">1141</span></a>
+</span><span id="Consumer.acknowledge-1142"><a href="#Consumer.acknowledge-1142"><span class="linenos">1142</span></a><span class="sd">        **Args**</span>
+</span><span id="Consumer.acknowledge-1143"><a href="#Consumer.acknowledge-1143"><span class="linenos">1143</span></a>
+</span><span id="Consumer.acknowledge-1144"><a href="#Consumer.acknowledge-1144"><span class="linenos">1144</span></a><span class="sd">        * `message`:</span>
+</span><span id="Consumer.acknowledge-1145"><a href="#Consumer.acknowledge-1145"><span class="linenos">1145</span></a><span class="sd">          The received message or message id.</span>
+</span><span id="Consumer.acknowledge-1146"><a href="#Consumer.acknowledge-1146"><span class="linenos">1146</span></a><span class="sd">        &quot;&quot;&quot;</span>
+</span><span id="Consumer.acknowledge-1147"><a href="#Consumer.acknowledge-1147"><span class="linenos">1147</span></a>        <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">message</span><span class="p">,</span> <span class="n">Message</span><span class="p">):</span>
+</span><span id="Consumer.acknowledge-1148"><a href="#Consumer.acknowledge-1148"><span class="linenos">1148</span></a>            <span class="bp">self</span><span class="o">.</span><span class="n">_consumer</span><span class="o">.</span><span class="n">acknowledge</span><span class="p">(</span><span class="n">message</span><span class="o">.</span><span class="n">_message</span><span class="p">)</span>
+</span><span id="Consumer.acknowledge-1149"><a href="#Consumer.acknowledge-1149"><span class="linenos">1149</span></a>        <span class="k">else</span><span class="p">:</span>
+</span><span id="Consumer.acknowledge-1150"><a href="#Consumer.acknowledge-1150"><span class="linenos">1150</span></a>            <span class="bp">self</span><span class="o">.</span><span class="n">_consumer</span><span class="o">.</span><span class="n">acknowledge</span><span class="p">(</span><span class="n">message</span><span class="p">)</span>
+</span></pre></div>
+
+
+            <div class="docstring"><p>Acknowledge the reception of a single message.</p>
+
+<p>This method will block until an acknowledgement is sent to the broker.
+After that, the message will not be re-delivered to this consumer.</p>
+
+<p><strong>Args</strong></p>
+
+<ul>
+<li><code>message</code>:
+The received message or message id.</li>
+</ul>
+</div>
+
+
+                            </div>
+                            <div id="Consumer.acknowledge_cumulative" class="classattr">
+                                        <input id="Consumer.acknowledge_cumulative-view-source" class="view-source-toggle-state" type="checkbox" aria-hidden="true" tabindex="-1">
+<div class="attr function">
+            
+        <span class="def">def</span>
+        <span class="name">acknowledge_cumulative</span><span class="signature pdoc-code condensed">(<span class="param"><span class="bp">self</span>, </span><span class="param"><span class="n">message</span></span>)</span>
+
+                <label class="view-source-button" for="Consumer.acknowledge_cumulative-view-source"><span>View Source</span></label>
+
+    </div>
+    <a class="headerlink" href="#Consumer.acknowledge_cumulative"></a>
+            <div class="pdoc-code codehilite"><pre><span></span><span id="Consumer.acknowledge_cumulative-1152"><a href="#Consumer.acknowledge_cumulative-1152"><span class="linenos">1152</span></a>    <span class="k">def</span> <span class="nf">acknowledge_cumulative</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">message</span><span class="p">):</span>
+</span><span id="Consumer.acknowledge_cumulative-1153"><a href="#Consumer.acknowledge_cumulative-1153"><span class="linenos">1153</span></a>        <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="Consumer.acknowledge_cumulative-1154"><a href="#Consumer.acknowledge_cumulative-1154"><span class="linenos">1154</span></a><span class="sd">        Acknowledge the reception of all the messages in the stream up to (and</span>
+</span><span id="Consumer.acknowledge_cumulative-1155"><a href="#Consumer.acknowledge_cumulative-1155"><span class="linenos">1155</span></a><span class="sd">        including) the provided message.</span>
+</span><span id="Consumer.acknowledge_cumulative-1156"><a href="#Consumer.acknowledge_cumulative-1156"><span class="linenos">1156</span></a>
+</span><span id="Consumer.acknowledge_cumulative-1157"><a href="#Consumer.acknowledge_cumulative-1157"><span class="linenos">1157</span></a><span class="sd">        This method will block until an acknowledgement is sent to the broker.</span>
+</span><span id="Consumer.acknowledge_cumulative-1158"><a href="#Consumer.acknowledge_cumulative-1158"><span class="linenos">1158</span></a><span class="sd">        After that, the messages will not be re-delivered to this consumer.</span>
+</span><span id="Consumer.acknowledge_cumulative-1159"><a href="#Consumer.acknowledge_cumulative-1159"><span class="linenos">1159</span></a>
+</span><span id="Consumer.acknowledge_cumulative-1160"><a href="#Consumer.acknowledge_cumulative-1160"><span class="linenos">1160</span></a><span class="sd">        **Args**</span>
+</span><span id="Consumer.acknowledge_cumulative-1161"><a href="#Consumer.acknowledge_cumulative-1161"><span class="linenos">1161</span></a>
+</span><span id="Consumer.acknowledge_cumulative-1162"><a href="#Consumer.acknowledge_cumulative-1162"><span class="linenos">1162</span></a><span class="sd">        * `message`:</span>
+</span><span id="Consumer.acknowledge_cumulative-1163"><a href="#Consumer.acknowledge_cumulative-1163"><span class="linenos">1163</span></a><span class="sd">          The received message or message id.</span>
+</span><span id="Consumer.acknowledge_cumulative-1164"><a href="#Consumer.acknowledge_cumulative-1164"><span class="linenos">1164</span></a><span class="sd">        &quot;&quot;&quot;</span>
+</span><span id="Consumer.acknowledge_cumulative-1165"><a href="#Consumer.acknowledge_cumulative-1165"><span class="linenos">1165</span></a>        <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">message</span><span class="p">,</span> <span class="n">Message</span><span class="p">):</span>
+</span><span id="Consumer.acknowledge_cumulative-1166"><a href="#Consumer.acknowledge_cumulative-1166"><span class="linenos">1166</span></a>            <span class="bp">self</span><span class="o">.</span><span class="n">_consumer</span><span class="o">.</span><span class="n">acknowledge_cumulative</span><span class="p">(</span><span class="n">message</span><span class="o">.</span><span class="n">_message</span><span class="p">)</span>
+</span><span id="Consumer.acknowledge_cumulative-1167"><a href="#Consumer.acknowledge_cumulative-1167"><span class="linenos">1167</span></a>        <span class="k">else</span><span class="p">:</span>
+</span><span id="Consumer.acknowledge_cumulative-1168"><a href="#Consumer.acknowledge_cumulative-1168"><span class="linenos">1168</span></a>            <span class="bp">self</span><span class="o">.</span><span class="n">_consumer</span><span class="o">.</span><span class="n">acknowledge_cumulative</span><span class="p">(</span><span class="n">message</span><span class="p">)</span>
+</span></pre></div>
+
+
+            <div class="docstring"><p>Acknowledge the reception of all the messages in the stream up to (and
+including) the provided message.</p>
+
+<p>This method will block until an acknowledgement is sent to the broker.
+After that, the messages will not be re-delivered to this consumer.</p>
+
+<p><strong>Args</strong></p>
+
+<ul>
+<li><code>message</code>:
+The received message or message id.</li>
+</ul>
+</div>
+
+
+                            </div>
+                            <div id="Consumer.negative_acknowledge" class="classattr">
+                                        <input id="Consumer.negative_acknowledge-view-source" class="view-source-toggle-state" type="checkbox" aria-hidden="true" tabindex="-1">
+<div class="attr function">
+            
+        <span class="def">def</span>
+        <span class="name">negative_acknowledge</span><span class="signature pdoc-code condensed">(<span class="param"><span class="bp">self</span>, </span><span class="param"><span class="n">message</span></span>)</span>
+
+                <label class="view-source-button" for="Consumer.negative_acknowledge-view-source"><span>View Source</span></label>
+
+    </div>
+    <a class="headerlink" href="#Consumer.negative_acknowledge"></a>
+            <div class="pdoc-code codehilite"><pre><span></span><span id="Consumer.negative_acknowledge-1170"><a href="#Consumer.negative_acknowledge-1170"><span class="linenos">1170</span></a>    <span class="k">def</span> <span class="nf">negative_acknowledge</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">message</span><span class="p">):</span>
+</span><span id="Consumer.negative_acknowledge-1171"><a href="#Consumer.negative_acknowledge-1171"><span class="linenos">1171</span></a>        <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="Consumer.negative_acknowledge-1172"><a href="#Consumer.negative_acknowledge-1172"><span class="linenos">1172</span></a><span class="sd">        Acknowledge the failure to process a single message.</span>
+</span><span id="Consumer.negative_acknowledge-1173"><a href="#Consumer.negative_acknowledge-1173"><span class="linenos">1173</span></a>
+</span><span id="Consumer.negative_acknowledge-1174"><a href="#Consumer.negative_acknowledge-1174"><span class="linenos">1174</span></a><span class="sd">        When a message is &quot;negatively acked&quot; it will be marked for redelivery after</span>
+</span><span id="Consumer.negative_acknowledge-1175"><a href="#Consumer.negative_acknowledge-1175"><span class="linenos">1175</span></a><span class="sd">        some fixed delay. The delay is configurable when constructing the consumer</span>
+</span><span id="Consumer.negative_acknowledge-1176"><a href="#Consumer.negative_acknowledge-1176"><span class="linenos">1176</span></a><span class="sd">        with {@link ConsumerConfiguration#setNegativeAckRedeliveryDelayMs}.</span>
+</span><span id="Consumer.negative_acknowledge-1177"><a href="#Consumer.negative_acknowledge-1177"><span class="linenos">1177</span></a>
+</span><span id="Consumer.negative_acknowledge-1178"><a href="#Consumer.negative_acknowledge-1178"><span class="linenos">1178</span></a><span class="sd">        This call is not blocking.</span>
+</span><span id="Consumer.negative_acknowledge-1179"><a href="#Consumer.negative_acknowledge-1179"><span class="linenos">1179</span></a>
+</span><span id="Consumer.negative_acknowledge-1180"><a href="#Consumer.negative_acknowledge-1180"><span class="linenos">1180</span></a><span class="sd">        **Args**</span>
+</span><span id="Consumer.negative_acknowledge-1181"><a href="#Consumer.negative_acknowledge-1181"><span class="linenos">1181</span></a>
+</span><span id="Consumer.negative_acknowledge-1182"><a href="#Consumer.negative_acknowledge-1182"><span class="linenos">1182</span></a><span class="sd">        * `message`:</span>
+</span><span id="Consumer.negative_acknowledge-1183"><a href="#Consumer.negative_acknowledge-1183"><span class="linenos">1183</span></a><span class="sd">          The received message or message id.</span>
+</span><span id="Consumer.negative_acknowledge-1184"><a href="#Consumer.negative_acknowledge-1184"><span class="linenos">1184</span></a><span class="sd">        &quot;&quot;&quot;</span>
+</span><span id="Consumer.negative_acknowledge-1185"><a href="#Consumer.negative_acknowledge-1185"><span class="linenos">1185</span></a>        <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">message</span><span class="p">,</span> <span class="n">Message</span><span class="p">):</span>
+</span><span id="Consumer.negative_acknowledge-1186"><a href="#Consumer.negative_acknowledge-1186"><span class="linenos">1186</span></a>            <span class="bp">self</span><span class="o">.</span><span class="n">_consumer</span><span class="o">.</span><span class="n">negative_acknowledge</span><span class="p">(</span><span class="n">message</span><span class="o">.</span><span class="n">_message</span><span class="p">)</span>
+</span><span id="Consumer.negative_acknowledge-1187"><a href="#Consumer.negative_acknowledge-1187"><span class="linenos">1187</span></a>        <span class="k">else</span><span class="p">:</span>
+</span><span id="Consumer.negative_acknowledge-1188"><a href="#Consumer.negative_acknowledge-1188"><span class="linenos">1188</span></a>            <span class="bp">self</span><span class="o">.</span><span class="n">_consumer</span><span class="o">.</span><span class="n">negative_acknowledge</span><span class="p">(</span><span class="n">message</span><span class="p">)</span>
+</span></pre></div>
+
+
+            <div class="docstring"><p>Acknowledge the failure to process a single message.</p>
+
+<p>When a message is "negatively acked" it will be marked for redelivery after
+some fixed delay. The delay is configurable when constructing the consumer
+with {@link ConsumerConfiguration#setNegativeAckRedeliveryDelayMs}.</p>
+
+<p>This call is not blocking.</p>
+
+<p><strong>Args</strong></p>
+
+<ul>
+<li><code>message</code>:
+The received message or message id.</li>
+</ul>
+</div>
+
+
+                            </div>
+                            <div id="Consumer.pause_message_listener" class="classattr">
+                                        <input id="Consumer.pause_message_listener-view-source" class="view-source-toggle-state" type="checkbox" aria-hidden="true" tabindex="-1">
+<div class="attr function">
+            
+        <span class="def">def</span>
+        <span class="name">pause_message_listener</span><span class="signature pdoc-code condensed">(<span class="param"><span class="bp">self</span></span>)</span>
+
+                <label class="view-source-button" for="Consumer.pause_message_listener-view-source"><span>View Source</span></label>
+
+    </div>
+    <a class="headerlink" href="#Consumer.pause_message_listener"></a>
+            <div class="pdoc-code codehilite"><pre><span></span><span id="Consumer.pause_message_listener-1190"><a href="#Consumer.pause_message_listener-1190"><span class="linenos">1190</span></a>    <span class="k">def</span> <span class="nf">pause_message_listener</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="Consumer.pause_message_listener-1191"><a href="#Consumer.pause_message_listener-1191"><span class="linenos">1191</span></a>        <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="Consumer.pause_message_listener-1192"><a href="#Consumer.pause_message_listener-1192"><span class="linenos">1192</span></a><span class="sd">        Pause receiving messages via the `message_listener` until</span>
+</span><span id="Consumer.pause_message_listener-1193"><a href="#Consumer.pause_message_listener-1193"><span class="linenos">1193</span></a><span class="sd">        `resume_message_listener()` is called.</span>
+</span><span id="Consumer.pause_message_listener-1194"><a href="#Consumer.pause_message_listener-1194"><span class="linenos">1194</span></a><span class="sd">        &quot;&quot;&quot;</span>
+</span><span id="Consumer.pause_message_listener-1195"><a href="#Consumer.pause_message_listener-1195"><span class="linenos">1195</span></a>        <span class="bp">self</span><span class="o">.</span><span class="n">_consumer</span><span class="o">.</span><span class="n">pause_message_listener</span><span class="p">()</span>
+</span></pre></div>
+
+
+            <div class="docstring"><p>Pause receiving messages via the <code>message_listener</code> until
+<code><a href="#Consumer.resume_message_listener">resume_message_listener()</a></code> is called.</p>
+</div>
+
+
+                            </div>
+                            <div id="Consumer.resume_message_listener" class="classattr">
+                                        <input id="Consumer.resume_message_listener-view-source" class="view-source-toggle-state" type="checkbox" aria-hidden="true" tabindex="-1">
+<div class="attr function">
+            
+        <span class="def">def</span>
+        <span class="name">resume_message_listener</span><span class="signature pdoc-code condensed">(<span class="param"><span class="bp">self</span></span>)</span>
+
+                <label class="view-source-button" for="Consumer.resume_message_listener-view-source"><span>View Source</span></label>
+
+    </div>
+    <a class="headerlink" href="#Consumer.resume_message_listener"></a>
+            <div class="pdoc-code codehilite"><pre><span></span><span id="Consumer.resume_message_listener-1197"><a href="#Consumer.resume_message_listener-1197"><span class="linenos">1197</span></a>    <span class="k">def</span> <span class="nf">resume_message_listener</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="Consumer.resume_message_listener-1198"><a href="#Consumer.resume_message_listener-1198"><span class="linenos">1198</span></a>        <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="Consumer.resume_message_listener-1199"><a href="#Consumer.resume_message_listener-1199"><span class="linenos">1199</span></a><span class="sd">        Resume receiving the messages via the message listener.</span>
+</span><span id="Consumer.resume_message_listener-1200"><a href="#Consumer.resume_message_listener-1200"><span class="linenos">1200</span></a><span class="sd">        Asynchronously receive all the messages enqueued from the time</span>
+</span><span id="Consumer.resume_message_listener-1201"><a href="#Consumer.resume_message_listener-1201"><span class="linenos">1201</span></a><span class="sd">        `pause_message_listener()` was called.</span>
+</span><span id="Consumer.resume_message_listener-1202"><a href="#Consumer.resume_message_listener-1202"><span class="linenos">1202</span></a><span class="sd">        &quot;&quot;&quot;</span>
+</span><span id="Consumer.resume_message_listener-1203"><a href="#Consumer.resume_message_listener-1203"><span class="linenos">1203</span></a>        <span class="bp">self</span><span class="o">.</span><span class="n">_consumer</span><span class="o">.</span><span class="n">resume_message_listener</span><span class="p">()</span>
+</span></pre></div>
+
+
+            <div class="docstring"><p>Resume receiving the messages via the message listener.
+Asynchronously receive all the messages enqueued from the time
+<code><a href="#Consumer.pause_message_listener">pause_message_listener()</a></code> was called.</p>
+</div>
+
+
+                            </div>
+                            <div id="Consumer.redeliver_unacknowledged_messages" class="classattr">
+                                        <input id="Consumer.redeliver_unacknowledged_messages-view-source" class="view-source-toggle-state" type="checkbox" aria-hidden="true" tabindex="-1">
+<div class="attr function">
+            
+        <span class="def">def</span>
+        <span class="name">redeliver_unacknowledged_messages</span><span class="signature pdoc-code condensed">(<span class="param"><span class="bp">self</span></span>)</span>
+
+                <label class="view-source-button" for="Consumer.redeliver_unacknowledged_messages-view-source"><span>View Source</span></label>
+
+    </div>
+    <a class="headerlink" href="#Consumer.redeliver_unacknowledged_messages"></a>
+            <div class="pdoc-code codehilite"><pre><span></span><span id="Consumer.redeliver_unacknowledged_messages-1205"><a href="#Consumer.redeliver_unacknowledged_messages-1205"><span class="linenos">1205</span></a>    <span class="k">def</span> <span class="nf">redeliver_unacknowledged_messages</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="Consumer.redeliver_unacknowledged_messages-1206"><a href="#Consumer.redeliver_unacknowledged_messages-1206"><span class="linenos">1206</span></a>        <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="Consumer.redeliver_unacknowledged_messages-1207"><a href="#Consumer.redeliver_unacknowledged_messages-1207"><span class="linenos">1207</span></a><span class="sd">        Redelivers all the unacknowledged messages. In failover mode, the</span>
+</span><span id="Consumer.redeliver_unacknowledged_messages-1208"><a href="#Consumer.redeliver_unacknowledged_messages-1208"><span class="linenos">1208</span></a><span class="sd">        request is ignored if the consumer is not active for the given topic. In</span>
+</span><span id="Consumer.redeliver_unacknowledged_messages-1209"><a href="#Consumer.redeliver_unacknowledged_messages-1209"><span class="linenos">1209</span></a><span class="sd">        shared mode, the consumer&#39;s messages to be redelivered are distributed</span>
+</span><span id="Consumer.redeliver_unacknowledged_messages-1210"><a href="#Consumer.redeliver_unacknowledged_messages-1210"><span class="linenos">1210</span></a><span class="sd">        across all the connected consumers. This is a non-blocking call and</span>
+</span><span id="Consumer.redeliver_unacknowledged_messages-1211"><a href="#Consumer.redeliver_unacknowledged_messages-1211"><span class="linenos">1211</span></a><span class="sd">        doesn&#39;t throw an exception. In case the connection breaks, the messages</span>
+</span><span id="Consumer.redeliver_unacknowledged_messages-1212"><a href="#Consumer.redeliver_unacknowledged_messages-1212"><span class="linenos">1212</span></a><span class="sd">        are redelivered after reconnect.</span>
+</span><span id="Consumer.redeliver_unacknowledged_messages-1213"><a href="#Consumer.redeliver_unacknowledged_messages-1213"><span class="linenos">1213</span></a><span class="sd">        &quot;&quot;&quot;</span>
+</span><span id="Consumer.redeliver_unacknowledged_messages-1214"><a href="#Consumer.redeliver_unacknowledged_messages-1214"><span class="linenos">1214</span></a>        <span class="bp">self</span><span class="o">.</span><span class="n">_consumer</span><span class="o">.</span><span class="n">redeliver_unacknowledged_messages</span><span class="p">()</span>
+</span></pre></div>
+
+
+            <div class="docstring"><p>Redelivers all the unacknowledged messages. In failover mode, the
+request is ignored if the consumer is not active for the given topic. In
+shared mode, the consumer's messages to be redelivered are distributed
+across all the connected consumers. This is a non-blocking call and
+doesn't throw an exception. In case the connection breaks, the messages
+are redelivered after reconnect.</p>
+</div>
+
+
+                            </div>
+                            <div id="Consumer.seek" class="classattr">
+                                        <input id="Consumer.seek-view-source" class="view-source-toggle-state" type="checkbox" aria-hidden="true" tabindex="-1">
+<div class="attr function">
+            
+        <span class="def">def</span>
+        <span class="name">seek</span><span class="signature pdoc-code condensed">(<span class="param"><span class="bp">self</span>, </span><span class="param"><span class="n">messageid</span></span>)</span>
+
+                <label class="view-source-button" for="Consumer.seek-view-source"><span>View Source</span></label>
+
+    </div>
+    <a class="headerlink" href="#Consumer.seek"></a>
+            <div class="pdoc-code codehilite"><pre><span></span><span id="Consumer.seek-1216"><a href="#Consumer.seek-1216"><span class="linenos">1216</span></a>    <span class="k">def</span> <span class="nf">seek</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">messageid</span><span class="p">):</span>
+</span><span id="Consumer.seek-1217"><a href="#Consumer.seek-1217"><span class="linenos">1217</span></a>        <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="Consumer.seek-1218"><a href="#Consumer.seek-1218"><span class="linenos">1218</span></a><span class="sd">        Reset the subscription associated with this consumer to a specific message id or publish timestamp.</span>
+</span><span id="Consumer.seek-1219"><a href="#Consumer.seek-1219"><span class="linenos">1219</span></a><span class="sd">        The message id can either be a specific message or represent the first or last messages in the topic.</span>
+</span><span id="Consumer.seek-1220"><a href="#Consumer.seek-1220"><span class="linenos">1220</span></a><span class="sd">        Note: this operation can only be done on non-partitioned topics. For these, one can rather perform the</span>
+</span><span id="Consumer.seek-1221"><a href="#Consumer.seek-1221"><span class="linenos">1221</span></a><span class="sd">        seek() on the individual partitions.</span>
+</span><span id="Consumer.seek-1222"><a href="#Consumer.seek-1222"><span class="linenos">1222</span></a>
+</span><span id="Consumer.seek-1223"><a href="#Consumer.seek-1223"><span class="linenos">1223</span></a><span class="sd">        **Args**</span>
+</span><span id="Consumer.seek-1224"><a href="#Consumer.seek-1224"><span class="linenos">1224</span></a>
+</span><span id="Consumer.seek-1225"><a href="#Consumer.seek-1225"><span class="linenos">1225</span></a><span class="sd">        * `message`:</span>
+</span><span id="Consumer.seek-1226"><a href="#Consumer.seek-1226"><span class="linenos">1226</span></a><span class="sd">          The message id for seek, OR an integer event time to seek to</span>
+</span><span id="Consumer.seek-1227"><a href="#Consumer.seek-1227"><span class="linenos">1227</span></a><span class="sd">        &quot;&quot;&quot;</span>
+</span><span id="Consumer.seek-1228"><a href="#Consumer.seek-1228"><span class="linenos">1228</span></a>        <span class="bp">self</span><span class="o">.</span><span class="n">_consumer</span><span class="o">.</span><span class="n">seek</span><span class="p">(</span><span class="n">messageid</span><span class="p">)</span>
+</span></pre></div>
+
+
+            <div class="docstring"><p>Reset the subscription associated with this consumer to a specific message id or publish timestamp.
+The message id can either be a specific message or represent the first or last messages in the topic.
+Note: this operation can only be done on non-partitioned topics. For these, one can rather perform the
+seek() on the individual partitions.</p>
+
+<p><strong>Args</strong></p>
+
+<ul>
+<li><code>message</code>:
+The message id for seek, OR an integer event time to seek to</li>
+</ul>
+</div>
+
+
+                            </div>
+                            <div id="Consumer.close" class="classattr">
+                                        <input id="Consumer.close-view-source" class="view-source-toggle-state" type="checkbox" aria-hidden="true" tabindex="-1">
+<div class="attr function">
+            
+        <span class="def">def</span>
+        <span class="name">close</span><span class="signature pdoc-code condensed">(<span class="param"><span class="bp">self</span></span>)</span>
+
+                <label class="view-source-button" for="Consumer.close-view-source"><span>View Source</span></label>
+
+    </div>
+    <a class="headerlink" href="#Consumer.close"></a>
+            <div class="pdoc-code codehilite"><pre><span></span><span id="Consumer.close-1230"><a href="#Consumer.close-1230"><span class="linenos">1230</span></a>    <span class="k">def</span> <span class="nf">close</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="Consumer.close-1231"><a href="#Consumer.close-1231"><span class="linenos">1231</span></a>        <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="Consumer.close-1232"><a href="#Consumer.close-1232"><span class="linenos">1232</span></a><span class="sd">        Close the consumer.</span>
+</span><span id="Consumer.close-1233"><a href="#Consumer.close-1233"><span class="linenos">1233</span></a><span class="sd">        &quot;&quot;&quot;</span>
+</span><span id="Consumer.close-1234"><a href="#Consumer.close-1234"><span class="linenos">1234</span></a>        <span class="bp">self</span><span class="o">.</span><span class="n">_consumer</span><span class="o">.</span><span class="n">close</span><span class="p">()</span>
+</span><span id="Consumer.close-1235"><a href="#Consumer.close-1235"><span class="linenos">1235</span></a>        <span class="bp">self</span><span class="o">.</span><span class="n">_client</span><span class="o">.</span><span class="n">_consumers</span><span class="o">.</span><span class="n">remove</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span>
+</span></pre></div>
+
+
+            <div class="docstring"><p>Close the consumer.</p>
+</div>
+
+
+                            </div>
+                </section>
+                <section id="Reader">
+                            <input id="Reader-view-source" class="view-source-toggle-state" type="checkbox" aria-hidden="true" tabindex="-1">
+<div class="attr class">
+            
+    <span class="def">class</span>
+    <span class="name">Reader</span>:
+
+                <label class="view-source-button" for="Reader-view-source"><span>View Source</span></label>
+
+    </div>
+    <a class="headerlink" href="#Reader"></a>
+            <div class="pdoc-code codehilite"><pre><span></span><span id="Reader-1238"><a href="#Reader-1238"><span class="linenos">1238</span></a><span class="k">class</span> <span class="nc">Reader</span><span class="p">:</span>
+</span><span id="Reader-1239"><a href="#Reader-1239"><span class="linenos">1239</span></a>    <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="Reader-1240"><a href="#Reader-1240"><span class="linenos">1240</span></a><span class="sd">    Pulsar topic reader.</span>
+</span><span id="Reader-1241"><a href="#Reader-1241"><span class="linenos">1241</span></a><span class="sd">    &quot;&quot;&quot;</span>
+</span><span id="Reader-1242"><a href="#Reader-1242"><span class="linenos">1242</span></a>
+</span><span id="Reader-1243"><a href="#Reader-1243"><span class="linenos">1243</span></a>    <span class="k">def</span> <span class="nf">topic</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="Reader-1244"><a href="#Reader-1244"><span class="linenos">1244</span></a>        <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="Reader-1245"><a href="#Reader-1245"><span class="linenos">1245</span></a><span class="sd">        Return the topic this reader is reading from.</span>
+</span><span id="Reader-1246"><a href="#Reader-1246"><span class="linenos">1246</span></a><span class="sd">        &quot;&quot;&quot;</span>
+</span><span id="Reader-1247"><a href="#Reader-1247"><span class="linenos">1247</span></a>        <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_reader</span><span class="o">.</span><span class="n">topic</span><span class="p">()</span>
+</span><span id="Reader-1248"><a href="#Reader-1248"><span class="linenos">1248</span></a>
+</span><span id="Reader-1249"><a href="#Reader-1249"><span class="linenos">1249</span></a>    <span class="k">def</span> <span class="nf">read_next</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">timeout_millis</span><span class="o">=</span><span class="kc">None</span><span class="p">):</span>
+</span><span id="Reader-1250"><a href="#Reader-1250"><span class="linenos">1250</span></a>        <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="Reader-1251"><a href="#Reader-1251"><span class="linenos">1251</span></a><span class="sd">        Read a single message.</span>
+</span><span id="Reader-1252"><a href="#Reader-1252"><span class="linenos">1252</span></a>
+</span><span id="Reader-1253"><a href="#Reader-1253"><span class="linenos">1253</span></a><span class="sd">        If a message is not immediately available, this method will block until</span>
+</span><span id="Reader-1254"><a href="#Reader-1254"><span class="linenos">1254</span></a><span class="sd">        a new message is available.</span>
+</span><span id="Reader-1255"><a href="#Reader-1255"><span class="linenos">1255</span></a>
+</span><span id="Reader-1256"><a href="#Reader-1256"><span class="linenos">1256</span></a><span class="sd">        **Options**</span>
+</span><span id="Reader-1257"><a href="#Reader-1257"><span class="linenos">1257</span></a>
+</span><span id="Reader-1258"><a href="#Reader-1258"><span class="linenos">1258</span></a><span class="sd">        * `timeout_millis`:</span>
+</span><span id="Reader-1259"><a href="#Reader-1259"><span class="linenos">1259</span></a><span class="sd">          If specified, the receive will raise an exception if a message is not</span>
+</span><span id="Reader-1260"><a href="#Reader-1260"><span class="linenos">1260</span></a><span class="sd">          available within the timeout.</span>
+</span><span id="Reader-1261"><a href="#Reader-1261"><span class="linenos">1261</span></a><span class="sd">        &quot;&quot;&quot;</span>
+</span><span id="Reader-1262"><a href="#Reader-1262"><span class="linenos">1262</span></a>        <span class="k">if</span> <span class="n">timeout_millis</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span>
+</span><span id="Reader-1263"><a href="#Reader-1263"><span class="linenos">1263</span></a>            <span class="n">msg</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_reader</span><span class="o">.</span><span class="n">read_next</span><span class="p">()</span>
+</span><span id="Reader-1264"><a href="#Reader-1264"><span class="linenos">1264</span></a>        <span class="k">else</span><span class="p">:</span>
+</span><span id="Reader-1265"><a href="#Reader-1265"><span class="linenos">1265</span></a>            <span class="n">_check_type</span><span class="p">(</span><span class="nb">int</span><span class="p">,</span> <span class="n">timeout_millis</span><span class="p">,</span> <span class="s1">&#39;timeout_millis&#39;</span><span class="p">)</span>
+</span><span id="Reader-1266"><a href="#Reader-1266"><span class="linenos">1266</span></a>            <span class="n">msg</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_reader</span><span class="o">.</span><span class="n">read_next</span><span class="p">(</span><span class="n">timeout_millis</span><span class="p">)</span>
+</span><span id="Reader-1267"><a href="#Reader-1267"><span class="linenos">1267</span></a>
+</span><span id="Reader-1268"><a href="#Reader-1268"><span class="linenos">1268</span></a>        <span class="n">m</span> <span class="o">=</span> <span class="n">Message</span><span class="p">()</span>
+</span><span id="Reader-1269"><a href="#Reader-1269"><span class="linenos">1269</span></a>        <span class="n">m</span><span class="o">.</span><span class="n">_message</span> <span class="o">=</span> <span class="n">msg</span>
+</span><span id="Reader-1270"><a href="#Reader-1270"><span class="linenos">1270</span></a>        <span class="n">m</span><span class="o">.</span><span class="n">_schema</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_schema</span>
+</span><span id="Reader-1271"><a href="#Reader-1271"><span class="linenos">1271</span></a>        <span class="k">return</span> <span class="n">m</span>
+</span><span id="Reader-1272"><a href="#Reader-1272"><span class="linenos">1272</span></a>
+</span><span id="Reader-1273"><a href="#Reader-1273"><span class="linenos">1273</span></a>    <span class="k">def</span> <span class="nf">has_message_available</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="Reader-1274"><a href="#Reader-1274"><span class="linenos">1274</span></a>        <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="Reader-1275"><a href="#Reader-1275"><span class="linenos">1275</span></a><span class="sd">        Check if there is any message available to read from the current position.</span>
+</span><span id="Reader-1276"><a href="#Reader-1276"><span class="linenos">1276</span></a><span class="sd">        &quot;&quot;&quot;</span>
+</span><span id="Reader-1277"><a href="#Reader-1277"><span class="linenos">1277</span></a>        <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_reader</span><span class="o">.</span><span class="n">has_message_available</span><span class="p">();</span>
+</span><span id="Reader-1278"><a href="#Reader-1278"><span class="linenos">1278</span></a>
+</span><span id="Reader-1279"><a href="#Reader-1279"><span class="linenos">1279</span></a>    <span class="k">def</span> <span class="nf">seek</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">messageid</span><span class="p">):</span>
+</span><span id="Reader-1280"><a href="#Reader-1280"><span class="linenos">1280</span></a>        <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="Reader-1281"><a href="#Reader-1281"><span class="linenos">1281</span></a><span class="sd">        Reset this reader to a specific message id or publish timestamp.</span>
+</span><span id="Reader-1282"><a href="#Reader-1282"><span class="linenos">1282</span></a><span class="sd">        The message id can either be a specific message or represent the first or last messages in the topic.</span>
+</span><span id="Reader-1283"><a href="#Reader-1283"><span class="linenos">1283</span></a><span class="sd">        Note: this operation can only be done on non-partitioned topics. For these, one can rather perform the</span>
+</span><span id="Reader-1284"><a href="#Reader-1284"><span class="linenos">1284</span></a><span class="sd">        seek() on the individual partitions.</span>
+</span><span id="Reader-1285"><a href="#Reader-1285"><span class="linenos">1285</span></a>
+</span><span id="Reader-1286"><a href="#Reader-1286"><span class="linenos">1286</span></a><span class="sd">        **Args**</span>
+</span><span id="Reader-1287"><a href="#Reader-1287"><span class="linenos">1287</span></a>
+</span><span id="Reader-1288"><a href="#Reader-1288"><span class="linenos">1288</span></a><span class="sd">        * `message`:</span>
+</span><span id="Reader-1289"><a href="#Reader-1289"><span class="linenos">1289</span></a><span class="sd">          The message id for seek, OR an integer event time to seek to</span>
+</span><span id="Reader-1290"><a href="#Reader-1290"><span class="linenos">1290</span></a><span class="sd">        &quot;&quot;&quot;</span>
+</span><span id="Reader-1291"><a href="#Reader-1291"><span class="linenos">1291</span></a>        <span class="bp">self</span><span class="o">.</span><span class="n">_reader</span><span class="o">.</span><span class="n">seek</span><span class="p">(</span><span class="n">messageid</span><span class="p">)</span>
+</span><span id="Reader-1292"><a href="#Reader-1292"><span class="linenos">1292</span></a>
+</span><span id="Reader-1293"><a href="#Reader-1293"><span class="linenos">1293</span></a>    <span class="k">def</span> <span class="nf">close</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="Reader-1294"><a href="#Reader-1294"><span class="linenos">1294</span></a>        <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="Reader-1295"><a href="#Reader-1295"><span class="linenos">1295</span></a><span class="sd">        Close the reader.</span>
+</span><span id="Reader-1296"><a href="#Reader-1296"><span class="linenos">1296</span></a><span class="sd">        &quot;&quot;&quot;</span>
+</span><span id="Reader-1297"><a href="#Reader-1297"><span class="linenos">1297</span></a>        <span class="bp">self</span><span class="o">.</span><span class="n">_reader</span><span class="o">.</span><span class="n">close</span><span class="p">()</span>
+</span><span id="Reader-1298"><a href="#Reader-1298"><span class="linenos">1298</span></a>        <span class="bp">self</span><span class="o">.</span><span class="n">_client</span><span class="o">.</span><span class="n">_consumers</span><span class="o">.</span><span class="n">remove</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span>
+</span></pre></div>
+
+
+            <div class="docstring"><p>Pulsar topic reader.</p>
+</div>
+
+
+                            <div id="Reader.__init__" class="classattr">
+                                <div class="attr function">
+            
+        <span class="name">Reader</span><span class="signature pdoc-code condensed">()</span>
+
+        
+    </div>
+    <a class="headerlink" href="#Reader.__init__"></a>
+    
+    
+
+                            </div>
+                            <div id="Reader.topic" class="classattr">
+                                        <input id="Reader.topic-view-source" class="view-source-toggle-state" type="checkbox" aria-hidden="true" tabindex="-1">
+<div class="attr function">
+            
+        <span class="def">def</span>
+        <span class="name">topic</span><span class="signature pdoc-code condensed">(<span class="param"><span class="bp">self</span></span>)</span>
+
+                <label class="view-source-button" for="Reader.topic-view-source"><span>View Source</span></label>
+
+    </div>
+    <a class="headerlink" href="#Reader.topic"></a>
+            <div class="pdoc-code codehilite"><pre><span></span><span id="Reader.topic-1243"><a href="#Reader.topic-1243"><span class="linenos">1243</span></a>    <span class="k">def</span> <span class="nf">topic</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="Reader.topic-1244"><a href="#Reader.topic-1244"><span class="linenos">1244</span></a>        <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="Reader.topic-1245"><a href="#Reader.topic-1245"><span class="linenos">1245</span></a><span class="sd">        Return the topic this reader is reading from.</span>
+</span><span id="Reader.topic-1246"><a href="#Reader.topic-1246"><span class="linenos">1246</span></a><span class="sd">        &quot;&quot;&quot;</span>
+</span><span id="Reader.topic-1247"><a href="#Reader.topic-1247"><span class="linenos">1247</span></a>        <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_reader</span><span class="o">.</span><span class="n">topic</span><span class="p">()</span>
+</span></pre></div>
+
+
+            <div class="docstring"><p>Return the topic this reader is reading from.</p>
+</div>
+
+
+                            </div>
+                            <div id="Reader.read_next" class="classattr">
+                                        <input id="Reader.read_next-view-source" class="view-source-toggle-state" type="checkbox" aria-hidden="true" tabindex="-1">
+<div class="attr function">
+            
+        <span class="def">def</span>
+        <span class="name">read_next</span><span class="signature pdoc-code condensed">(<span class="param"><span class="bp">self</span>, </span><span class="param"><span class="n">timeout_millis</span><span class="o">=</span><span class="kc">None</span></span>)</span>
+
+                <label class="view-source-button" for="Reader.read_next-view-source"><span>View Source</span></label>
+
+    </div>
+    <a class="headerlink" href="#Reader.read_next"></a>
+            <div class="pdoc-code codehilite"><pre><span></span><span id="Reader.read_next-1249"><a href="#Reader.read_next-1249"><span class="linenos">1249</span></a>    <span class="k">def</span> <span class="nf">read_next</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">timeout_millis</span><span class="o">=</span><span class="kc">None</span><span class="p">):</span>
+</span><span id="Reader.read_next-1250"><a href="#Reader.read_next-1250"><span class="linenos">1250</span></a>        <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="Reader.read_next-1251"><a href="#Reader.read_next-1251"><span class="linenos">1251</span></a><span class="sd">        Read a single message.</span>
+</span><span id="Reader.read_next-1252"><a href="#Reader.read_next-1252"><span class="linenos">1252</span></a>
+</span><span id="Reader.read_next-1253"><a href="#Reader.read_next-1253"><span class="linenos">1253</span></a><span class="sd">        If a message is not immediately available, this method will block until</span>
+</span><span id="Reader.read_next-1254"><a href="#Reader.read_next-1254"><span class="linenos">1254</span></a><span class="sd">        a new message is available.</span>
+</span><span id="Reader.read_next-1255"><a href="#Reader.read_next-1255"><span class="linenos">1255</span></a>
+</span><span id="Reader.read_next-1256"><a href="#Reader.read_next-1256"><span class="linenos">1256</span></a><span class="sd">        **Options**</span>
+</span><span id="Reader.read_next-1257"><a href="#Reader.read_next-1257"><span class="linenos">1257</span></a>
+</span><span id="Reader.read_next-1258"><a href="#Reader.read_next-1258"><span class="linenos">1258</span></a><span class="sd">        * `timeout_millis`:</span>
+</span><span id="Reader.read_next-1259"><a href="#Reader.read_next-1259"><span class="linenos">1259</span></a><span class="sd">          If specified, the receive will raise an exception if a message is not</span>
+</span><span id="Reader.read_next-1260"><a href="#Reader.read_next-1260"><span class="linenos">1260</span></a><span class="sd">          available within the timeout.</span>
+</span><span id="Reader.read_next-1261"><a href="#Reader.read_next-1261"><span class="linenos">1261</span></a><span class="sd">        &quot;&quot;&quot;</span>
+</span><span id="Reader.read_next-1262"><a href="#Reader.read_next-1262"><span class="linenos">1262</span></a>        <span class="k">if</span> <span class="n">timeout_millis</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span>
+</span><span id="Reader.read_next-1263"><a href="#Reader.read_next-1263"><span class="linenos">1263</span></a>            <span class="n">msg</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_reader</span><span class="o">.</span><span class="n">read_next</span><span class="p">()</span>
+</span><span id="Reader.read_next-1264"><a href="#Reader.read_next-1264"><span class="linenos">1264</span></a>        <span class="k">else</span><span class="p">:</span>
+</span><span id="Reader.read_next-1265"><a href="#Reader.read_next-1265"><span class="linenos">1265</span></a>            <span class="n">_check_type</span><span class="p">(</span><span class="nb">int</span><span class="p">,</span> <span class="n">timeout_millis</span><span class="p">,</span> <span class="s1">&#39;timeout_millis&#39;</span><span class="p">)</span>
+</span><span id="Reader.read_next-1266"><a href="#Reader.read_next-1266"><span class="linenos">1266</span></a>            <span class="n">msg</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_reader</span><span class="o">.</span><span class="n">read_next</span><span class="p">(</span><span class="n">timeout_millis</span><span class="p">)</span>
+</span><span id="Reader.read_next-1267"><a href="#Reader.read_next-1267"><span class="linenos">1267</span></a>
+</span><span id="Reader.read_next-1268"><a href="#Reader.read_next-1268"><span class="linenos">1268</span></a>        <span class="n">m</span> <span class="o">=</span> <span class="n">Message</span><span class="p">()</span>
+</span><span id="Reader.read_next-1269"><a href="#Reader.read_next-1269"><span class="linenos">1269</span></a>        <span class="n">m</span><span class="o">.</span><span class="n">_message</span> <span class="o">=</span> <span class="n">msg</span>
+</span><span id="Reader.read_next-1270"><a href="#Reader.read_next-1270"><span class="linenos">1270</span></a>        <span class="n">m</span><span class="o">.</span><span class="n">_schema</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_schema</span>
+</span><span id="Reader.read_next-1271"><a href="#Reader.read_next-1271"><span class="linenos">1271</span></a>        <span class="k">return</span> <span class="n">m</span>
+</span></pre></div>
+
+
+            <div class="docstring"><p>Read a single message.</p>
+
+<p>If a message is not immediately available, this method will block until
+a new message is available.</p>
+
+<p><strong>Options</strong></p>
+
+<ul>
+<li><code>timeout_millis</code>:
+If specified, the receive will raise an exception if a message is not
+available within the timeout.</li>
+</ul>
+</div>
+
+
+                            </div>
+                            <div id="Reader.has_message_available" class="classattr">
+                                        <input id="Reader.has_message_available-view-source" class="view-source-toggle-state" type="checkbox" aria-hidden="true" tabindex="-1">
+<div class="attr function">
+            
+        <span class="def">def</span>
+        <span class="name">has_message_available</span><span class="signature pdoc-code condensed">(<span class="param"><span class="bp">self</span></span>)</span>
+
+                <label class="view-source-button" for="Reader.has_message_available-view-source"><span>View Source</span></label>
+
+    </div>
+    <a class="headerlink" href="#Reader.has_message_available"></a>
+            <div class="pdoc-code codehilite"><pre><span></span><span id="Reader.has_message_available-1273"><a href="#Reader.has_message_available-1273"><span class="linenos">1273</span></a>    <span class="k">def</span> <span class="nf">has_message_available</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="Reader.has_message_available-1274"><a href="#Reader.has_message_available-1274"><span class="linenos">1274</span></a>        <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="Reader.has_message_available-1275"><a href="#Reader.has_message_available-1275"><span class="linenos">1275</span></a><span class="sd">        Check if there is any message available to read from the current position.</span>
+</span><span id="Reader.has_message_available-1276"><a href="#Reader.has_message_available-1276"><span class="linenos">1276</span></a><span class="sd">        &quot;&quot;&quot;</span>
+</span><span id="Reader.has_message_available-1277"><a href="#Reader.has_message_available-1277"><span class="linenos">1277</span></a>        <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_reader</span><span class="o">.</span><span class="n">has_message_available</span><span class="p">();</span>
+</span></pre></div>
+
+
+            <div class="docstring"><p>Check if there is any message available to read from the current position.</p>
+</div>
+
+
+                            </div>
+                            <div id="Reader.seek" class="classattr">
+                                        <input id="Reader.seek-view-source" class="view-source-toggle-state" type="checkbox" aria-hidden="true" tabindex="-1">
+<div class="attr function">
+            
+        <span class="def">def</span>
+        <span class="name">seek</span><span class="signature pdoc-code condensed">(<span class="param"><span class="bp">self</span>, </span><span class="param"><span class="n">messageid</span></span>)</span>
+
+                <label class="view-source-button" for="Reader.seek-view-source"><span>View Source</span></label>
+
+    </div>
+    <a class="headerlink" href="#Reader.seek"></a>
+            <div class="pdoc-code codehilite"><pre><span></span><span id="Reader.seek-1279"><a href="#Reader.seek-1279"><span class="linenos">1279</span></a>    <span class="k">def</span> <span class="nf">seek</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">messageid</span><span class="p">):</span>
+</span><span id="Reader.seek-1280"><a href="#Reader.seek-1280"><span class="linenos">1280</span></a>        <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="Reader.seek-1281"><a href="#Reader.seek-1281"><span class="linenos">1281</span></a><span class="sd">        Reset this reader to a specific message id or publish timestamp.</span>
+</span><span id="Reader.seek-1282"><a href="#Reader.seek-1282"><span class="linenos">1282</span></a><span class="sd">        The message id can either be a specific message or represent the first or last messages in the topic.</span>
+</span><span id="Reader.seek-1283"><a href="#Reader.seek-1283"><span class="linenos">1283</span></a><span class="sd">        Note: this operation can only be done on non-partitioned topics. For these, one can rather perform the</span>
+</span><span id="Reader.seek-1284"><a href="#Reader.seek-1284"><span class="linenos">1284</span></a><span class="sd">        seek() on the individual partitions.</span>
+</span><span id="Reader.seek-1285"><a href="#Reader.seek-1285"><span class="linenos">1285</span></a>
+</span><span id="Reader.seek-1286"><a href="#Reader.seek-1286"><span class="linenos">1286</span></a><span class="sd">        **Args**</span>
+</span><span id="Reader.seek-1287"><a href="#Reader.seek-1287"><span class="linenos">1287</span></a>
+</span><span id="Reader.seek-1288"><a href="#Reader.seek-1288"><span class="linenos">1288</span></a><span class="sd">        * `message`:</span>
+</span><span id="Reader.seek-1289"><a href="#Reader.seek-1289"><span class="linenos">1289</span></a><span class="sd">          The message id for seek, OR an integer event time to seek to</span>
+</span><span id="Reader.seek-1290"><a href="#Reader.seek-1290"><span class="linenos">1290</span></a><span class="sd">        &quot;&quot;&quot;</span>
+</span><span id="Reader.seek-1291"><a href="#Reader.seek-1291"><span class="linenos">1291</span></a>        <span class="bp">self</span><span class="o">.</span><span class="n">_reader</span><span class="o">.</span><span class="n">seek</span><span class="p">(</span><span class="n">messageid</span><span class="p">)</span>
+</span></pre></div>
+
+
+            <div class="docstring"><p>Reset this reader to a specific message id or publish timestamp.
+The message id can either be a specific message or represent the first or last messages in the topic.
+Note: this operation can only be done on non-partitioned topics. For these, one can rather perform the
+seek() on the individual partitions.</p>
+
+<p><strong>Args</strong></p>
+
+<ul>
+<li><code>message</code>:
+The message id for seek, OR an integer event time to seek to</li>
+</ul>
+</div>
+
+
+                            </div>
+                            <div id="Reader.close" class="classattr">
+                                        <input id="Reader.close-view-source" class="view-source-toggle-state" type="checkbox" aria-hidden="true" tabindex="-1">
+<div class="attr function">
+            
+        <span class="def">def</span>
+        <span class="name">close</span><span class="signature pdoc-code condensed">(<span class="param"><span class="bp">self</span></span>)</span>
+
+                <label class="view-source-button" for="Reader.close-view-source"><span>View Source</span></label>
+
+    </div>
+    <a class="headerlink" href="#Reader.close"></a>
+            <div class="pdoc-code codehilite"><pre><span></span><span id="Reader.close-1293"><a href="#Reader.close-1293"><span class="linenos">1293</span></a>    <span class="k">def</span> <span class="nf">close</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="Reader.close-1294"><a href="#Reader.close-1294"><span class="linenos">1294</span></a>        <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="Reader.close-1295"><a href="#Reader.close-1295"><span class="linenos">1295</span></a><span class="sd">        Close the reader.</span>
+</span><span id="Reader.close-1296"><a href="#Reader.close-1296"><span class="linenos">1296</span></a><span class="sd">        &quot;&quot;&quot;</span>
+</span><span id="Reader.close-1297"><a href="#Reader.close-1297"><span class="linenos">1297</span></a>        <span class="bp">self</span><span class="o">.</span><span class="n">_reader</span><span class="o">.</span><span class="n">close</span><span class="p">()</span>
+</span><span id="Reader.close-1298"><a href="#Reader.close-1298"><span class="linenos">1298</span></a>        <span class="bp">self</span><span class="o">.</span><span class="n">_client</span><span class="o">.</span><span class="n">_consumers</span><span class="o">.</span><span class="n">remove</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span>
+</span></pre></div>
+
+
+            <div class="docstring"><p>Close the reader.</p>
+</div>
+
+
+                            </div>
+                </section>
+                <section id="CryptoKeyReader">
+                            <input id="CryptoKeyReader-view-source" class="view-source-toggle-state" type="checkbox" aria-hidden="true" tabindex="-1">
+<div class="attr class">
+            
+    <span class="def">class</span>
+    <span class="name">CryptoKeyReader</span>:
+
+                <label class="view-source-button" for="CryptoKeyReader-view-source"><span>View Source</span></label>
+
+    </div>
+    <a class="headerlink" href="#CryptoKeyReader"></a>
+            <div class="pdoc-code codehilite"><pre><span></span><span id="CryptoKeyReader-1300"><a href="#CryptoKeyReader-1300"><span class="linenos">1300</span></a><span class="k">class</span> <span class="nc">CryptoKeyReader</span><span class="p">:</span>
+</span><span id="CryptoKeyReader-1301"><a href="#CryptoKeyReader-1301"><span class="linenos">1301</span></a>    <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="CryptoKeyReader-1302"><a href="#CryptoKeyReader-1302"><span class="linenos">1302</span></a><span class="sd">    Default crypto key reader implementation</span>
+</span><span id="CryptoKeyReader-1303"><a href="#CryptoKeyReader-1303"><span class="linenos">1303</span></a><span class="sd">    &quot;&quot;&quot;</span>
+</span><span id="CryptoKeyReader-1304"><a href="#CryptoKeyReader-1304"><span class="linenos">1304</span></a>    <span class="k">def</span> <span class="fm">__init__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">public_key_path</span><span class="p">,</span> <span class="n">private_key_path</span><span class="p">):</span>
+</span><span id="CryptoKeyReader-1305"><a href="#CryptoKeyReader-1305"><span class="linenos">1305</span></a>        <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="CryptoKeyReader-1306"><a href="#CryptoKeyReader-1306"><span class="linenos">1306</span></a><span class="sd">        Create crypto key reader.</span>
+</span><span id="CryptoKeyReader-1307"><a href="#CryptoKeyReader-1307"><span class="linenos">1307</span></a>
+</span><span id="CryptoKeyReader-1308"><a href="#CryptoKeyReader-1308"><span class="linenos">1308</span></a><span class="sd">        **Args**</span>
+</span><span id="CryptoKeyReader-1309"><a href="#CryptoKeyReader-1309"><span class="linenos">1309</span></a>
+</span><span id="CryptoKeyReader-1310"><a href="#CryptoKeyReader-1310"><span class="linenos">1310</span></a><span class="sd">        * `public_key_path`: Path to the public key</span>
+</span><span id="CryptoKeyReader-1311"><a href="#CryptoKeyReader-1311"><span class="linenos">1311</span></a><span class="sd">        * `private_key_path`: Path to private key</span>
+</span><span id="CryptoKeyReader-1312"><a href="#CryptoKeyReader-1312"><span class="linenos">1312</span></a><span class="sd">        &quot;&quot;&quot;</span>
+</span><span id="CryptoKeyReader-1313"><a href="#CryptoKeyReader-1313"><span class="linenos">1313</span></a>        <span class="n">_check_type</span><span class="p">(</span><span class="nb">str</span><span class="p">,</span> <span class="n">public_key_path</span><span class="p">,</span> <span class="s1">&#39;public_key_path&#39;</span><span class="p">)</span>
+</span><span id="CryptoKeyReader-1314"><a href="#CryptoKeyReader-1314"><span class="linenos">1314</span></a>        <span class="n">_check_type</span><span class="p">(</span><span class="nb">str</span><span class="p">,</span> <span class="n">private_key_path</span><span class="p">,</span> <span class="s1">&#39;private_key_path&#39;</span><span class="p">)</span>
+</span><span id="CryptoKeyReader-1315"><a href="#CryptoKeyReader-1315"><span class="linenos">1315</span></a>        <span class="bp">self</span><span class="o">.</span><span class="n">cryptoKeyReader</span> <span class="o">=</span> <span class="n">_pulsar</span><span class="o">.</span><span class="n">CryptoKeyReader</span><span class="p">(</span><span class="n">public_key_path</span><span class="p">,</span> <span class="n">private_key_path</span><span class="p">)</span>
+</span></pre></div>
+
+
+            <div class="docstring"><p>Default crypto key reader implementation</p>
+</div>
+
+
+                            <div id="CryptoKeyReader.__init__" class="classattr">
+                                        <input id="CryptoKeyReader.__init__-view-source" class="view-source-toggle-state" type="checkbox" aria-hidden="true" tabindex="-1">
+<div class="attr function">
+            
+        <span class="name">CryptoKeyReader</span><span class="signature pdoc-code condensed">(<span class="param"><span class="n">public_key_path</span>, </span><span class="param"><span class="n">private_key_path</span></span>)</span>
+
+                <label class="view-source-button" for="CryptoKeyReader.__init__-view-source"><span>View Source</span></label>
+
+    </div>
+    <a class="headerlink" href="#CryptoKeyReader.__init__"></a>
+            <div class="pdoc-code codehilite"><pre><span></span><span id="CryptoKeyReader.__init__-1304"><a href="#CryptoKeyReader.__init__-1304"><span class="linenos">1304</span></a>    <span class="k">def</span> <span class="fm">__init__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">public_key_path</span><span class="p">,</span> <span class="n">private_key_path</span><span class="p">):</span>
+</span><span id="CryptoKeyReader.__init__-1305"><a href="#CryptoKeyReader.__init__-1305"><span class="linenos">1305</span></a>        <span class="sd">&quot;&quot;&quot;</span>
+</span><span id="CryptoKeyReader.__init__-1306"><a href="#CryptoKeyReader.__init__-1306"><span class="linenos">1306</span></a><span class="sd">        Create crypto key reader.</span>
+</span><span id="CryptoKeyReader.__init__-1307"><a href="#CryptoKeyReader.__init__-1307"><span class="linenos">1307</span></a>
+</span><span id="CryptoKeyReader.__init__-1308"><a href="#CryptoKeyReader.__init__-1308"><span class="linenos">1308</span></a><span class="sd">        **Args**</span>
+</span><span id="CryptoKeyReader.__init__-1309"><a href="#CryptoKeyReader.__init__-1309"><span class="linenos">1309</span></a>
+</span><span id="CryptoKeyReader.__init__-1310"><a href="#CryptoKeyReader.__init__-1310"><span class="linenos">1310</span></a><span class="sd">        * `public_key_path`: Path to the public key</span>
+</span><span id="CryptoKeyReader.__init__-1311"><a href="#CryptoKeyReader.__init__-1311"><span class="linenos">1311</span></a><span class="sd">        * `private_key_path`: Path to private key</span>
+</span><span id="CryptoKeyReader.__init__-1312"><a href="#CryptoKeyReader.__init__-1312"><span class="linenos">1312</span></a><span class="sd">        &quot;&quot;&quot;</span>
+</span><span id="CryptoKeyReader.__init__-1313"><a href="#CryptoKeyReader.__init__-1313"><span class="linenos">1313</span></a>        <span class="n">_check_type</span><span class="p">(</span><span class="nb">str</span><span class="p">,</span> <span class="n">public_key_path</span><span class="p">,</span> <span class="s1">&#39;public_key_path&#39;</span><span class="p">)</span>
+</span><span id="CryptoKeyReader.__init__-1314"><a href="#CryptoKeyReader.__init__-1314"><span class="linenos">1314</span></a>        <span class="n">_check_type</span><span class="p">(</span><span class="nb">str</span><span class="p">,</span> <span class="n">private_key_path</span><span class="p">,</span> <span class="s1">&#39;private_key_path&#39;</span><span class="p">)</span>
+</span><span id="CryptoKeyReader.__init__-1315"><a href="#CryptoKeyReader.__init__-1315"><span class="linenos">1315</span></a>        <span class="bp">self</span><span class="o">.</span><span class="n">cryptoKeyReader</span> <span class="o">=</span> <span class="n">_pulsar</span><span class="o">.</span><span class="n">CryptoKeyReader</span><span class="p">(</span><span class="n">public_key_path</span><span class="p">,</span> <span class="n">private_key_path</span><span class="p">)</span>
+</span></pre></div>
+
+
+            <div class="docstring"><p>Create crypto key reader.</p>
+
+<p><strong>Args</strong></p>
+
+<ul>
+<li><code>public_key_path</code>: Path to the public key</li>
+<li><code>private_key_path</code>: Path to private key</li>
+</ul>
+</div>
+
+
+                            </div>
+                </section>
+    </main>
+<script>
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+<!doctype html>
+<html lang="en">
+<head>
+    <meta charset="utf-8">
+    <meta name="viewport" content="width=device-width, initial-scale=1">
+    <meta name="generator" content="pdoc 12.0.2"/>
+    <title>pulsar.exceptions API documentation</title>
+
+    <style>/*! * Bootstrap Reboot v5.0.0 (https://getbootstrap.com/) * Copyright 2011-2021 The Bootstrap Authors * Copyright 2011-2021 Twitter, Inc. * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE) * Forked from Normalize.css, licensed MIT (https://github.com/necolas/normalize.css/blob/master/LICENSE.md) */*,::after,::before{box-sizing:border-box}@media (prefers-reduced-motion:no-preference){:root{scroll-behavior:smooth}}body{margin:0;font-family:system-ui,-appl [...]
+    <style>/*! syntax-highlighting.css */pre{line-height:125%;}span.linenos{color:inherit; background-color:transparent; padding-left:5px; padding-right:20px;}.pdoc-code .hll{background-color:#ffffcc}.pdoc-code{background:#f8f8f8;}.pdoc-code .c{color:#3D7B7B; font-style:italic}.pdoc-code .err{border:1px solid #FF0000}.pdoc-code .k{color:#008000; font-weight:bold}.pdoc-code .o{color:#666666}.pdoc-code .ch{color:#3D7B7B; font-style:italic}.pdoc-code .cm{color:#3D7B7B; font-style:italic}.pd [...]
+    <style>/*! theme.css */:root{--pdoc-background:#fff;}.pdoc{--text:#212529;--muted:#6c757d;--link:#3660a5;--link-hover:#1659c5;--code:#f8f8f8;--active:#fff598;--accent:#eee;--accent2:#c1c1c1;--nav-hover:rgba(255, 255, 255, 0.5);--name:#0066BB;--def:#008800;--annotation:#007020;}</style>
+    <style>/*! layout.css */html, body{width:100%;height:100%;}html, main{scroll-behavior:smooth;}body{background-color:var(--pdoc-background);}@media (max-width:769px){#navtoggle{cursor:pointer;position:absolute;width:50px;height:40px;top:1rem;right:1rem;border-color:var(--text);color:var(--text);display:flex;opacity:0.8;}#navtoggle:hover{opacity:1;}#togglestate + div{display:none;}#togglestate:checked + div{display:inherit;}main, header{padding:2rem 3vw;}header + main{margin-top:-3rem; [...]
+    <style>/*! content.css */.pdoc{color:var(--text);box-sizing:border-box;line-height:1.5;background:none;}.pdoc .pdoc-button{display:inline-block;border:solid black 1px;border-radius:2px;font-size:.75rem;padding:calc(0.5em - 1px) 1em;transition:100ms all;}.pdoc .pdoc-alert{padding:1rem 1rem 1rem calc(1.5rem + 24px);border:1px solid transparent;border-radius:.25rem;background-repeat:no-repeat;background-position:1rem center;margin-bottom:1rem;}.pdoc .pdoc-alert > *:last-child{margin-bot [...]
+    <style>/*! custom.css */</style></head>
+<body>
+    <nav class="pdoc">
+        <label id="navtoggle" for="togglestate" class="pdoc-button"><svg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 30 30'><path stroke-linecap='round' stroke="currentColor" stroke-miterlimit='10' stroke-width='2' d='M4 7h22M4 15h22M4 23h22'/></svg></label>
+        <input id="togglestate" type="checkbox" aria-hidden="true" tabindex="-1">
+        <div>            <a class="pdoc-button module-list-button" href="../pulsar.html">
+<svg xmlns="http://www.w3.org/2000/svg" width="16" height="16" fill="currentColor" class="bi bi-box-arrow-in-left" viewBox="0 0 16 16">
+  <path fill-rule="evenodd" d="M10 3.5a.5.5 0 0 0-.5-.5h-8a.5.5 0 0 0-.5.5v9a.5.5 0 0 0 .5.5h8a.5.5 0 0 0 .5-.5v-2a.5.5 0 0 1 1 0v2A1.5 1.5 0 0 1 9.5 14h-8A1.5 1.5 0 0 1 0 12.5v-9A1.5 1.5 0 0 1 1.5 2h8A1.5 1.5 0 0 1 11 3.5v2a.5.5 0 0 1-1 0v-2z"/>
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+</svg>                &nbsp;pulsar</a>
+
+
+            <input type="search" placeholder="Search..." role="searchbox" aria-label="search"
+                   pattern=".+" required>
+
+
+
+
+
+        <a class="attribution" title="pdoc: Python API documentation generator" href="https://pdoc.dev" target="_blank">
+            built with <span class="visually-hidden">pdoc</span><img
+                alt="pdoc logo"
+                src="data:image/svg+xml,%3Csvg%20xmlns%3D%22http%3A//www.w3.org/2000/svg%22%20role%3D%22img%22%20aria-label%3D%22pdoc%20logo%22%20width%3D%22300%22%20height%3D%22150%22%20viewBox%3D%22-1%200%2060%2030%22%3E%3Ctitle%3Epdoc%3C/title%3E%3Cpath%20d%3D%22M29.621%2021.293c-.011-.273-.214-.475-.511-.481a.5.5%200%200%200-.489.503l-.044%201.393c-.097.551-.695%201.215-1.566%201.704-.577.428-1.306.486-2.193.182-1.426-.617-2.467-1.654-3.304-2.487l-.173-.172a3.43%203.43%200%200%200-.3 [...]
+        </a>
+</div>
+    </nav>
+    <main class="pdoc">
+            <section class="module-info">
+                    <h1 class="modulename">
+<a href="./../pulsar.html">pulsar</a><wbr>.exceptions    </h1>
+
+                
+                        <input id="exceptions-view-source" class="view-source-toggle-state" type="checkbox" aria-hidden="true" tabindex="-1">
+
+                        <label class="view-source-button" for="exceptions-view-source"><span>View Source</span></label>
+
+                        <div class="pdoc-code codehilite"><pre><span></span><span id="L-1"><a href="#L-1"><span class="linenos"> 1</span></a><span class="c1">#</span>
+</span><span id="L-2"><a href="#L-2"><span class="linenos"> 2</span></a><span class="c1"># Licensed to the Apache Software Foundation (ASF) under one</span>
+</span><span id="L-3"><a href="#L-3"><span class="linenos"> 3</span></a><span class="c1"># or more contributor license agreements.  See the NOTICE file</span>
+</span><span id="L-4"><a href="#L-4"><span class="linenos"> 4</span></a><span class="c1"># distributed with this work for additional information</span>
+</span><span id="L-5"><a href="#L-5"><span class="linenos"> 5</span></a><span class="c1"># regarding copyright ownership.  The ASF licenses this file</span>
+</span><span id="L-6"><a href="#L-6"><span class="linenos"> 6</span></a><span class="c1"># to you under the Apache License, Version 2.0 (the</span>
+</span><span id="L-7"><a href="#L-7"><span class="linenos"> 7</span></a><span class="c1"># &quot;License&quot;); you may not use this file except in compliance</span>
+</span><span id="L-8"><a href="#L-8"><span class="linenos"> 8</span></a><span class="c1"># with the License.  You may obtain a copy of the License at</span>
+</span><span id="L-9"><a href="#L-9"><span class="linenos"> 9</span></a><span class="c1">#</span>
+</span><span id="L-10"><a href="#L-10"><span class="linenos">10</span></a><span class="c1">#   http://www.apache.org/licenses/LICENSE-2.0</span>
+</span><span id="L-11"><a href="#L-11"><span class="linenos">11</span></a><span class="c1">#</span>
+</span><span id="L-12"><a href="#L-12"><span class="linenos">12</span></a><span class="c1"># Unless required by applicable law or agreed to in writing,</span>
+</span><span id="L-13"><a href="#L-13"><span class="linenos">13</span></a><span class="c1"># software distributed under the License is distributed on an</span>
+</span><span id="L-14"><a href="#L-14"><span class="linenos">14</span></a><span class="c1"># &quot;AS IS&quot; BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY</span>
+</span><span id="L-15"><a href="#L-15"><span class="linenos">15</span></a><span class="c1"># KIND, either express or implied.  See the License for the</span>
+</span><span id="L-16"><a href="#L-16"><span class="linenos">16</span></a><span class="c1"># specific language governing permissions and limitations</span>
+</span><span id="L-17"><a href="#L-17"><span class="linenos">17</span></a><span class="c1"># under the License.</span>
+</span><span id="L-18"><a href="#L-18"><span class="linenos">18</span></a><span class="c1">#</span>
+</span><span id="L-19"><a href="#L-19"><span class="linenos">19</span></a>
+</span><span id="L-20"><a href="#L-20"><span class="linenos">20</span></a><span class="kn">from</span> <span class="nn">_pulsar</span> <span class="kn">import</span> <span class="n">PulsarException</span><span class="p">,</span> <span class="n">UnknownError</span><span class="p">,</span> <span class="n">InvalidConfiguration</span><span class="p">,</span> <span class="n">Timeout</span><span class="p">,</span> <span class="ne">LookupError</span><span class="p">,</span> <span class="n">Conn [...]
+</span><span id="L-21"><a href="#L-21"><span class="linenos">21</span></a>    <span class="n">ReadError</span><span class="p">,</span> <span class="n">AuthenticationError</span><span class="p">,</span> <span class="n">AuthorizationError</span><span class="p">,</span> <span class="n">ErrorGettingAuthenticationData</span><span class="p">,</span> <span class="n">BrokerMetadataError</span><span class="p">,</span> \
+</span><span id="L-22"><a href="#L-22"><span class="linenos">22</span></a>    <span class="n">BrokerPersistenceError</span><span class="p">,</span> <span class="n">ChecksumError</span><span class="p">,</span> <span class="n">ConsumerBusy</span><span class="p">,</span> <span class="n">NotConnected</span><span class="p">,</span> <span class="n">AlreadyClosed</span><span class="p">,</span> <span class="n">InvalidMessage</span><span class="p">,</span> \
+</span><span id="L-23"><a href="#L-23"><span class="linenos">23</span></a>    <span class="n">ConsumerNotInitialized</span><span class="p">,</span> <span class="n">ProducerNotInitialized</span><span class="p">,</span> <span class="n">ProducerBusy</span><span class="p">,</span> <span class="n">TooManyLookupRequestException</span><span class="p">,</span> <span class="n">InvalidTopicName</span><span class="p">,</span> \
+</span><span id="L-24"><a href="#L-24"><span class="linenos">24</span></a>    <span class="n">InvalidUrl</span><span class="p">,</span> <span class="n">ServiceUnitNotReady</span><span class="p">,</span> <span class="n">OperationNotSupported</span><span class="p">,</span> <span class="n">ProducerBlockedQuotaExceededError</span><span class="p">,</span> \
+</span><span id="L-25"><a href="#L-25"><span class="linenos">25</span></a>    <span class="n">ProducerBlockedQuotaExceededException</span><span class="p">,</span> <span class="n">ProducerQueueIsFull</span><span class="p">,</span> <span class="n">MessageTooBig</span><span class="p">,</span> <span class="n">TopicNotFound</span><span class="p">,</span> <span class="n">SubscriptionNotFound</span><span class="p">,</span> \
+</span><span id="L-26"><a href="#L-26"><span class="linenos">26</span></a>    <span class="n">ConsumerNotFound</span><span class="p">,</span> <span class="n">UnsupportedVersionError</span><span class="p">,</span> <span class="n">TopicTerminated</span><span class="p">,</span> <span class="n">CryptoError</span><span class="p">,</span> <span class="n">IncompatibleSchema</span><span class="p">,</span> <span class="n">ConsumerAssignError</span><span class="p">,</span> \
+</span><span id="L-27"><a href="#L-27"><span class="linenos">27</span></a>    <span class="n">CumulativeAcknowledgementNotAllowedError</span><span class="p">,</span> <span class="n">TransactionCoordinatorNotFoundError</span><span class="p">,</span> <span class="n">InvalidTxnStatusError</span><span class="p">,</span> \
+</span><span id="L-28"><a href="#L-28"><span class="linenos">28</span></a>    <span class="n">NotAllowedError</span><span class="p">,</span> <span class="n">TransactionConflict</span><span class="p">,</span> <span class="n">TransactionNotFound</span><span class="p">,</span> <span class="n">ProducerFenced</span><span class="p">,</span> <span class="n">MemoryBufferIsFull</span>
+</span></pre></div>
+
+
+            </section>
+    </main>
+<script>
+    function escapeHTML(html) {
+        return document.createElement('div').appendChild(document.createTextNode(html)).parentNode.innerHTML;
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diff --git a/site2/website-next/static/api/python/2.9.2/pulsar/functions.html b/site2/website-next/static/api/python/2.9.2/pulsar/functions.html
new file mode 100644
index 00000000000..13f3d8c0125
--- /dev/null
+++ b/site2/website-next/static/api/python/2.9.2/pulsar/functions.html
@@ -0,0 +1,260 @@
+<!doctype html>
+<html lang="en">
+<head>
+    <meta charset="utf-8">
+    <meta name="viewport" content="width=device-width, initial-scale=1">
+    <meta name="generator" content="pdoc 12.0.2"/>
+    <title>pulsar.functions API documentation</title>
+
+    <style>/*! * Bootstrap Reboot v5.0.0 (https://getbootstrap.com/) * Copyright 2011-2021 The Bootstrap Authors * Copyright 2011-2021 Twitter, Inc. * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE) * Forked from Normalize.css, licensed MIT (https://github.com/necolas/normalize.css/blob/master/LICENSE.md) */*,::after,::before{box-sizing:border-box}@media (prefers-reduced-motion:no-preference){:root{scroll-behavior:smooth}}body{margin:0;font-family:system-ui,-appl [...]
+    <style>/*! syntax-highlighting.css */pre{line-height:125%;}span.linenos{color:inherit; background-color:transparent; padding-left:5px; padding-right:20px;}.pdoc-code .hll{background-color:#ffffcc}.pdoc-code{background:#f8f8f8;}.pdoc-code .c{color:#3D7B7B; font-style:italic}.pdoc-code .err{border:1px solid #FF0000}.pdoc-code .k{color:#008000; font-weight:bold}.pdoc-code .o{color:#666666}.pdoc-code .ch{color:#3D7B7B; font-style:italic}.pdoc-code .cm{color:#3D7B7B; font-style:italic}.pd [...]
+    <style>/*! theme.css */:root{--pdoc-background:#fff;}.pdoc{--text:#212529;--muted:#6c757d;--link:#3660a5;--link-hover:#1659c5;--code:#f8f8f8;--active:#fff598;--accent:#eee;--accent2:#c1c1c1;--nav-hover:rgba(255, 255, 255, 0.5);--name:#0066BB;--def:#008800;--annotation:#007020;}</style>
+    <style>/*! layout.css */html, body{width:100%;height:100%;}html, main{scroll-behavior:smooth;}body{background-color:var(--pdoc-background);}@media (max-width:769px){#navtoggle{cursor:pointer;position:absolute;width:50px;height:40px;top:1rem;right:1rem;border-color:var(--text);color:var(--text);display:flex;opacity:0.8;}#navtoggle:hover{opacity:1;}#togglestate + div{display:none;}#togglestate:checked + div{display:inherit;}main, header{padding:2rem 3vw;}header + main{margin-top:-3rem; [...]
+    <style>/*! content.css */.pdoc{color:var(--text);box-sizing:border-box;line-height:1.5;background:none;}.pdoc .pdoc-button{display:inline-block;border:solid black 1px;border-radius:2px;font-size:.75rem;padding:calc(0.5em - 1px) 1em;transition:100ms all;}.pdoc .pdoc-alert{padding:1rem 1rem 1rem calc(1.5rem + 24px);border:1px solid transparent;border-radius:.25rem;background-repeat:no-repeat;background-position:1rem center;margin-bottom:1rem;}.pdoc .pdoc-alert > *:last-child{margin-bot [...]
+    <style>/*! custom.css */</style></head>
+<body>
+    <nav class="pdoc">
+        <label id="navtoggle" for="togglestate" class="pdoc-button"><svg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 30 30'><path stroke-linecap='round' stroke="currentColor" stroke-miterlimit='10' stroke-width='2' d='M4 7h22M4 15h22M4 23h22'/></svg></label>
+        <input id="togglestate" type="checkbox" aria-hidden="true" tabindex="-1">
+        <div>            <a class="pdoc-button module-list-button" href="../pulsar.html">
+<svg xmlns="http://www.w3.org/2000/svg" width="16" height="16" fill="currentColor" class="bi bi-box-arrow-in-left" viewBox="0 0 16 16">
+  <path fill-rule="evenodd" d="M10 3.5a.5.5 0 0 0-.5-.5h-8a.5.5 0 0 0-.5.5v9a.5.5 0 0 0 .5.5h8a.5.5 0 0 0 .5-.5v-2a.5.5 0 0 1 1 0v2A1.5 1.5 0 0 1 9.5 14h-8A1.5 1.5 0 0 1 0 12.5v-9A1.5 1.5 0 0 1 1.5 2h8A1.5 1.5 0 0 1 11 3.5v2a.5.5 0 0 1-1 0v-2z"/>
+  <path fill-rule="evenodd" d="M4.146 8.354a.5.5 0 0 1 0-.708l3-3a.5.5 0 1 1 .708.708L5.707 7.5H14.5a.5.5 0 0 1 0 1H5.707l2.147 2.146a.5.5 0 0 1-.708.708l-3-3z"/>
+</svg>                &nbsp;pulsar</a>
+
+
+            <input type="search" placeholder="Search..." role="searchbox" aria-label="search"
+                   pattern=".+" required>
+
+
+        <h2>Submodules</h2>
+        <ul>
+                <li><a href="functions/context.html">context</a></li>
+                <li><a href="functions/function.html">function</a></li>
+                <li><a href="functions/serde.html">serde</a></li>
+        </ul>
+
+
+
+        <a class="attribution" title="pdoc: Python API documentation generator" href="https://pdoc.dev" target="_blank">
+            built with <span class="visually-hidden">pdoc</span><img
+                alt="pdoc logo"
+                src="data:image/svg+xml,%3Csvg%20xmlns%3D%22http%3A//www.w3.org/2000/svg%22%20role%3D%22img%22%20aria-label%3D%22pdoc%20logo%22%20width%3D%22300%22%20height%3D%22150%22%20viewBox%3D%22-1%200%2060%2030%22%3E%3Ctitle%3Epdoc%3C/title%3E%3Cpath%20d%3D%22M29.621%2021.293c-.011-.273-.214-.475-.511-.481a.5.5%200%200%200-.489.503l-.044%201.393c-.097.551-.695%201.215-1.566%201.704-.577.428-1.306.486-2.193.182-1.426-.617-2.467-1.654-3.304-2.487l-.173-.172a3.43%203.43%200%200%200-.3 [...]
+        </a>
+</div>
+    </nav>
+    <main class="pdoc">
+            <section class="module-info">
+                    <h1 class="modulename">
+<a href="./../pulsar.html">pulsar</a><wbr>.functions    </h1>
+
+                
+                        <input id="functions-view-source" class="view-source-toggle-state" type="checkbox" aria-hidden="true" tabindex="-1">
+
+                        <label class="view-source-button" for="functions-view-source"><span>View Source</span></label>
+
+                        <div class="pdoc-code codehilite"><pre><span></span><span id="L-1"><a href="#L-1"><span class="linenos"> 1</span></a><span class="ch">#!/usr/bin/env python</span>
+</span><span id="L-2"><a href="#L-2"><span class="linenos"> 2</span></a><span class="c1">#</span>
+</span><span id="L-3"><a href="#L-3"><span class="linenos"> 3</span></a><span class="c1"># Licensed to the Apache Software Foundation (ASF) under one</span>
+</span><span id="L-4"><a href="#L-4"><span class="linenos"> 4</span></a><span class="c1"># or more contributor license agreements.  See the NOTICE file</span>
+</span><span id="L-5"><a href="#L-5"><span class="linenos"> 5</span></a><span class="c1"># distributed with this work for additional information</span>
+</span><span id="L-6"><a href="#L-6"><span class="linenos"> 6</span></a><span class="c1"># regarding copyright ownership.  The ASF licenses this file</span>
+</span><span id="L-7"><a href="#L-7"><span class="linenos"> 7</span></a><span class="c1"># to you under the Apache License, Version 2.0 (the</span>
+</span><span id="L-8"><a href="#L-8"><span class="linenos"> 8</span></a><span class="c1"># &quot;License&quot;); you may not use this file except in compliance</span>
+</span><span id="L-9"><a href="#L-9"><span class="linenos"> 9</span></a><span class="c1"># with the License.  You may obtain a copy of the License at</span>
+</span><span id="L-10"><a href="#L-10"><span class="linenos">10</span></a><span class="c1">#</span>
+</span><span id="L-11"><a href="#L-11"><span class="linenos">11</span></a><span class="c1">#   http://www.apache.org/licenses/LICENSE-2.0</span>
+</span><span id="L-12"><a href="#L-12"><span class="linenos">12</span></a><span class="c1">#</span>
+</span><span id="L-13"><a href="#L-13"><span class="linenos">13</span></a><span class="c1"># Unless required by applicable law or agreed to in writing,</span>
+</span><span id="L-14"><a href="#L-14"><span class="linenos">14</span></a><span class="c1"># software distributed under the License is distributed on an</span>
+</span><span id="L-15"><a href="#L-15"><span class="linenos">15</span></a><span class="c1"># &quot;AS IS&quot; BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY</span>
+</span><span id="L-16"><a href="#L-16"><span class="linenos">16</span></a><span class="c1"># KIND, either express or implied.  See the License for the</span>
+</span><span id="L-17"><a href="#L-17"><span class="linenos">17</span></a><span class="c1"># specific language governing permissions and limitations</span>
+</span><span id="L-18"><a href="#L-18"><span class="linenos">18</span></a><span class="c1"># under the License.</span>
+</span><span id="L-19"><a href="#L-19"><span class="linenos">19</span></a><span class="c1">#</span>
+</span><span id="L-20"><a href="#L-20"><span class="linenos">20</span></a>
+</span><span id="L-21"><a href="#L-21"><span class="linenos">21</span></a><span class="c1"># -*- encoding: utf-8 -*-</span>
+</span></pre></div>
+
+
+            </section>
+    </main>
+<script>
+    function escapeHTML(html) {
+        return document.createElement('div').appendChild(document.createTextNode(html)).parentNode.innerHTML;
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+                return "<h3>Searching...</h3>"
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+
+            window.scrollTo({top: 0, left: 0, behavior: 'auto'});
+
+            const results = search(term);
+
+            let html;
+            if (results.length === 0) {
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+                    `;
+
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+            return html;
+        })());
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+        searchBox.value = getSearchTerm();
+        onInput();
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+        searchBox.addEventListener("focus", initialize, {once: true});
+    }
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+        if (["ArrowDown", "ArrowUp", "Enter"].includes(e.key)) {
+            let focused = currentContent.querySelector(".search-result.focused");
+            if (!focused) {
+                currentContent.querySelector(".search-result").classList.add("focused");
+            } else if (
+                e.key === "ArrowDown"
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+                && focused.nextElementSibling.classList.contains("search-result")
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\ No newline at end of file
diff --git a/site2/website-next/static/api/python/2.9.2/pulsar/functions/context.html b/site2/website-next/static/api/python/2.9.2/pulsar/functions/context.html
new file mode 100644
index 00000000000..c8db51280fc
--- /dev/null
+++ b/site2/website-next/static/api/python/2.9.2/pulsar/functions/context.html
@@ -0,0 +1,1376 @@
+<!doctype html>
+<html lang="en">
+<head>
+    <meta charset="utf-8">
+    <meta name="viewport" content="width=device-width, initial-scale=1">
+    <meta name="generator" content="pdoc 12.0.2"/>
+    <title>pulsar.functions.context API documentation</title>
+
+    <style>/*! * Bootstrap Reboot v5.0.0 (https://getbootstrap.com/) * Copyright 2011-2021 The Bootstrap Authors * Copyright 2011-2021 Twitter, Inc. * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE) * Forked from Normalize.css, licensed MIT (https://github.com/necolas/normalize.css/blob/master/LICENSE.md) */*,::after,::before{box-sizing:border-box}@media (prefers-reduced-motion:no-preference){:root{scroll-behavior:smooth}}body{margin:0;font-family:system-ui,-appl [...]
+    <style>/*! syntax-highlighting.css */pre{line-height:125%;}span.linenos{color:inherit; background-color:transparent; padding-left:5px; padding-right:20px;}.pdoc-code .hll{background-color:#ffffcc}.pdoc-code{background:#f8f8f8;}.pdoc-code .c{color:#3D7B7B; font-style:italic}.pdoc-code .err{border:1px solid #FF0000}.pdoc-code .k{color:#008000; font-weight:bold}.pdoc-code .o{color:#666666}.pdoc-code .ch{color:#3D7B7B; font-style:italic}.pdoc-code .cm{color:#3D7B7B; font-style:italic}.pd [...]
+    <style>/*! theme.css */:root{--pdoc-background:#fff;}.pdoc{--text:#212529;--muted:#6c757d;--link:#3660a5;--link-hover:#1659c5;--code:#f8f8f8;--active:#fff598;--accent:#eee;--accent2:#c1c1c1;--nav-hover:rgba(255, 255, 255, 0.5);--name:#0066BB;--def:#008800;--annotation:#007020;}</style>
+    <style>/*! layout.css */html, body{width:100%;height:100%;}html, main{scroll-behavior:smooth;}body{background-color:var(--pdoc-background);}@media (max-width:769px){#navtoggle{cursor:pointer;position:absolute;width:50px;height:40px;top:1rem;right:1rem;border-color:var(--text);color:var(--text);display:flex;opacity:0.8;}#navtoggle:hover{opacity:1;}#togglestate + div{display:none;}#togglestate:checked + div{display:inherit;}main, header{padding:2rem 3vw;}header + main{margin-top:-3rem; [...]
+    <style>/*! content.css */.pdoc{color:var(--text);box-sizing:border-box;line-height:1.5;background:none;}.pdoc .pdoc-button{display:inline-block;border:solid black 1px;border-radius:2px;font-size:.75rem;padding:calc(0.5em - 1px) 1em;transition:100ms all;}.pdoc .pdoc-alert{padding:1rem 1rem 1rem calc(1.5rem + 24px);border:1px solid transparent;border-radius:.25rem;background-repeat:no-repeat;background-position:1rem center;margin-bottom:1rem;}.pdoc .pdoc-alert > *:last-child{margin-bot [...]
+    <style>/*! custom.css */</style></head>
+<body>
+    <nav class="pdoc">
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+        <input id="togglestate" type="checkbox" aria-hidden="true" tabindex="-1">
+        <div>            <a class="pdoc-button module-list-button" href="../functions.html">
+<svg xmlns="http://www.w3.org/2000/svg" width="16" height="16" fill="currentColor" class="bi bi-box-arrow-in-left" viewBox="0 0 16 16">
+  <path fill-rule="evenodd" d="M10 3.5a.5.5 0 0 0-.5-.5h-8a.5.5 0 0 0-.5.5v9a.5.5 0 0 0 .5.5h8a.5.5 0 0 0 .5-.5v-2a.5.5 0 0 1 1 0v2A1.5 1.5 0 0 1 9.5 14h-8A1.5 1.5 0 0 1 0 12.5v-9A1.5 1.5 0 0 1 1.5 2h8A1.5 1.5 0 0 1 11 3.5v2a.5.5 0 0 1-1 0v-2z"/>
+  <path fill-rule="evenodd" d="M4.146 8.354a.5.5 0 0 1 0-.708l3-3a.5.5 0 1 1 .708.708L5.707 7.5H14.5a.5.5 0 0 1 0 1H5.707l2.147 2.146a.5.5 0 0 1-.708.708l-3-3z"/>
+</svg>                &nbsp;pulsar.functions</a>
+
+
+            <input type="search" placeholder="Search..." role="searchbox" aria-label="search"
+                   pattern=".+" required>
+
+        <h2>Contents</h2>
+        <ul>
+  <li><a href="#processing-of-a-request">processing of a request.</a></li>
+</ul>
+
+
+
+        <h2>API Documentation</h2>
+            <ul class="memberlist">
+            <li>
+                    <a class="class" href="#Context">Context</a>
+                            <ul class="memberlist">
+                        <li>
+                                <a class="function" href="#Context.__init__">Context</a>
+                        </li>
+                        <li>
+                                <a class="function" href="#Context.get_message_id">get_message_id</a>
+                        </li>
+                        <li>
+                                <a class="function" href="#Context.get_message_key">get_message_key</a>
+                        </li>
+                        <li>
+                                <a class="function" href="#Context.get_message_eventtime">get_message_eventtime</a>
+                        </li>
+                        <li>
+                                <a class="function" href="#Context.get_message_properties">get_message_properties</a>
+                        </li>
+                        <li>
+                                <a class="function" href="#Context.get_current_message_topic_name">get_current_message_topic_name</a>
+                        </li>
+                        <li>
+                                <a class="function" href="#Context.get_function_tenant">get_function_tenant</a>
+                        </li>
+                        <li>
+                                <a class="function" href="#Context.get_function_namespace">get_function_namespace</a>
+                        </li>
+                        <li>
+                                <a class="function" href="#Context.get_function_name">get_function_name</a>
+                        </li>
+                        <li>
+                                <a class="function" href="#Context.get_function_id">get_function_id</a>
+                        </li>
+                        <li>
+                                <a class="function" href="#Context.get_instance_id">get_instance_id</a>
+                        </li>
+                        <li>
+                                <a class="function" href="#Context.get_function_version">get_function_version</a>
+                        </li>
+                        <li>
+                                <a class="function" href="#Context.get_logger">get_logger</a>
+                        </li>
+                        <li>
+                                <a class="function" href="#Context.get_user_config_value">get_user_config_value</a>
+                        </li>
+                        <li>
+                                <a class="function" href="#Context.get_user_config_map">get_user_config_map</a>
+                        </li>
+                        <li>
+                                <a class="function" href="#Context.get_secret">get_secret</a>
+                        </li>
+                        <li>
+                                <a class="function" href="#Context.get_partition_key">get_partition_key</a>
+                        </li>
+                        <li>
+                                <a class="function" href="#Context.record_metric">record_metric</a>
+                        </li>
+                        <li>
+                                <a class="function" href="#Context.publish">publish</a>
+                        </li>
+                        <li>
+                                <a class="function" href="#Context.get_input_topics">get_input_topics</a>
+                        </li>
+                        <li>
+                                <a class="function" href="#Context.get_output_topic">get_output_topic</a>
+                        </li>
+                        <li>
+                                <a class="function" href="#Context.get_output_serde_class_name">get_output_serde_class_name</a>
+                        </li>
+                        <li>
+                                <a class="function" href="#Context.ack">ack</a>
+                        </li>
+                        <li>
+                                <a class="function" href="#Context.incr_counter">incr_counter</a>
+                        </li>
+                        <li>
+                                <a class="function" href="#Context.get_counter">get_counter</a>
+                        </li>
+                        <li>
+                                <a class="function" href="#Context.del_counter">del_counter</a>
+                        </li>
+                        <li>
+                                <a class="function" href="#Context.put_state">put_state</a>
+                        </li>
+                        <li>
+                                <a class="function" href="#Context.get_state">get_state</a>
+                        </li>
+                </ul>
+
+            </li>
+    </ul>
+
+
+
+        <a class="attribution" title="pdoc: Python API documentation generator" href="https://pdoc.dev" target="_blank">
+            built with <span class="visually-hidden">pdoc</span><img
+                alt="pdoc logo"
+                src="data:image/svg+xml,%3Csvg%20xmlns%3D%22http%3A//www.w3.org/2000/svg%22%20role%3D%22img%22%20aria-label%3D%22pdoc%20logo%22%20width%3D%22300%22%20height%3D%22150%22%20viewBox%3D%22-1%200%2060%2030%22%3E%3Ctitle%3Epdoc%3C/title%3E%3Cpath%20d%3D%22M29.621%2021.293c-.011-.273-.214-.475-.511-.481a.5.5%200%200%200-.489.503l-.044%201.393c-.097.551-.695%201.215-1.566%201.704-.577.428-1.306.486-2.193.182-1.426-.617-2.467-1.654-3.304-2.487l-.173-.172a3.43%203.43%200%200%200-.3 [...]
+        </a>
+</div>
+    </nav>
+    <main class="pdoc">
+            <section class="module-info">
+                    <h1 class="modulename">
+<a href="./../../pulsar.html">pulsar</a><wbr>.<a href="./../functions.html">functions</a><wbr>.context    </h1>
+
+                        <div class="docstring"><p>context.py: Context defines context information available during</p>
+
+<h1 id="processing-of-a-request">processing of a request.</h1>
+</div>
+
+                        <input id="context-view-source" class="view-source-toggle-state" type="checkbox" aria-hidden="true" tabindex="-1">
+
+                        <label class="view-source-button" for="context-view-source"><span>View Source</span></label>
+
+                        <div class="pdoc-code codehilite"><pre><span></span><span id="L-1"><a href="#L-1"><span class="linenos">  1</span></a><span class="ch">#!/usr/bin/env python</span>
+</span><span id="L-2"><a href="#L-2"><span class="linenos">  2</span></a><span class="c1">#</span>
+</span><span id="L-3"><a href="#L-3"><span class="linenos">  3</span></a><span class="c1"># Licensed to the Apache Software Foundation (ASF) under one</span>
+</span><span id="L-4"><a href="#L-4"><span class="linenos">  4</span></a><span class="c1"># or more contributor license agreements.  See the NOTICE file</span>
+</span><span id="L-5"><a href="#L-5"><span class="linenos">  5</span></a><span class="c1"># distributed with this work for additional information</span>
+</span><span id="L-6"><a href="#L-6"><span class="linenos">  6</span></a><span class="c1"># regarding copyright ownership.  The ASF licenses this file</span>
+</span><span id="L-7"><a href="#L-7"><span class="linenos">  7</span></a><span class="c1"># to you under the Apache License, Version 2.0 (the</span>
+</span><span id="L-8"><a href="#L-8"><span class="linenos">  8</span></a><span class="c1"># &quot;License&quot;); you may not use this file except in compliance</span>
+</span><span id="L-9"><a href="#L-9"><span class="linenos">  9</span></a><span class="c1"># with the License.  You may obtain a copy of the License at</span>
+</span><span id="L-10"><a href="#L-10"><span class="linenos"> 10</span></a><span class="c1">#</span>
+</span><span id="L-11"><a href="#L-11"><span class="linenos"> 11</span></a><span class="c1">#   http://www.apache.org/licenses/LICENSE-2.0</span>
+</span><span id="L-12"><a href="#L-12"><span class="linenos"> 12</span></a><span class="c1">#</span>
+</span><span id="L-13"><a href="#L-13"><span class="linenos"> 13</span></a><span class="c1"># Unless required by applicable law or agreed to in writing,</span>
+</span><span id="L-14"><a href="#L-14"><span class="linenos"> 14</span></a><span class="c1"># software distributed under the License is distributed on an</span>
+</span><span id="L-15"><a href="#L-15"><span class="linenos"> 15</span></a><span class="c1"># &quot;AS IS&quot; BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY</span>
+</span><span id="L-16"><a href="#L-16"><span class="linenos"> 16</span></a><span class="c1"># KIND, either express or implied.  See the License for the</span>
+</span><span id="L-17"><a href="#L-17"><span class="linenos"> 17</span></a><span class="c1"># specific language governing permissions and limitations</span>
+</span><span id="L-18"><a href="#L-18"><span class="linenos"> 18</span></a><span class="c1"># under the License.</span>
+</span><span id="L-19"><a href="#L-19"><span class="linenos"> 19</span></a><span class="c1">#</span>
+</span><span id="L-20"><a href="#L-20"><span class="linenos"> 20</span></a>
+</span><span id="L-21"><a href="#L-21"><span class="linenos"> 21</span></a><span class="c1"># -*- encoding: utf-8 -*-</span>
+</span><span id="L-22"><a href="#L-22"><span class="linenos"> 22</span></a>
+</span><span id="L-23"><a href="#L-23"><span class="linenos"> 23</span></a><span class="c1"># Licensed to the Apache Software Foundation (ASF) under one</span>
+</span><span id="L-24"><a href="#L-24"><span class="linenos"> 24</span></a><span class="c1"># or more contributor license agreements.  See the NOTICE file</span>
+</span><span id="L-25"><a href="#L-25"><span class="linenos"> 25</span></a><span class="c1"># distributed with this work for additional information</span>
+</span><span id="L-26"><a href="#L-26"><span class="linenos"> 26</span></a><span class="c1"># regarding copyright ownership.  The ASF licenses this file</span>
+</span><span id="L-27"><a href="#L-27"><span class="linenos"> 27</span></a><span class="c1"># to you under the Apache License, Version 2.0 (the</span>
+</span><span id="L-28"><a href="#L-28"><span class="linenos"> 28</span></a><span class="c1"># &quot;License&quot;); you may not use this file except in compliance</span>
+</span><span id="L-29"><a href="#L-29"><span class="linenos"> 29</span></a><span class="c1"># with the License.  You may obtain a copy of the License at</span>
+</span><span id="L-30"><a href="#L-30"><span class="linenos"> 30</span></a><span class="c1">#</span>
+</span><span id="L-31"><a href="#L-31"><span class="linenos"> 31</span></a><span class="c1">#   http://www.apache.org/licenses/LICENSE-2.0</span>
+</span><span id="L-32"><a href="#L-32"><span class="linenos"> 32</span></a><span class="c1">#</span>
+</span><span id="L-33"><a href="#L-33"><span class="linenos"> 33</span></a><span class="c1"># Unless required by applicable law or agreed to in writing,</span>
+</span><span id="L-34"><a href="#L-34"><span class="linenos"> 34</span></a><span class="c1"># software distributed under the License is distributed on an</span>
+</span><span id="L-35"><a href="#L-35"><span class="linenos"> 35</span></a><span class="c1"># &quot;AS IS&quot; BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY</span>
+</span><span id="L-36"><a href="#L-36"><span class="linenos"> 36</span></a><span class="c1"># KIND, either express or implied.  See the License for the</span>
+</span><span id="L-37"><a href="#L-37"><span class="linenos"> 37</span></a><span class="c1"># specific language governing permissions and limitations</span>
+</span><span id="L-38"><a href="#L-38"><span class="linenos"> 38</span></a><span class="c1"># under the License.</span>
+</span><span id="L-39"><a href="#L-39"><span class="linenos"> 39</span></a><span class="c1">#</span>
+</span><span id="L-40"><a href="#L-40"><span class="linenos"> 40</span></a><span class="sd">&quot;&quot;&quot;context.py: Context defines context information available during</span>
+</span><span id="L-41"><a href="#L-41"><span class="linenos"> 41</span></a><span class="sd"># processing of a request.</span>
+</span><span id="L-42"><a href="#L-42"><span class="linenos"> 42</span></a><span class="sd">&quot;&quot;&quot;</span>
+</span><span id="L-43"><a href="#L-43"><span class="linenos"> 43</span></a><span class="kn">from</span> <span class="nn">abc</span> <span class="kn">import</span> <span class="n">abstractmethod</span>
+</span><span id="L-44"><a href="#L-44"><span class="linenos"> 44</span></a>
+</span><span id="L-45"><a href="#L-45"><span class="linenos"> 45</span></a><span class="k">class</span> <span class="nc">Context</span><span class="p">(</span><span class="nb">object</span><span class="p">):</span>
+</span><span id="L-46"><a href="#L-46"><span class="linenos"> 46</span></a>  <span class="sd">&quot;&quot;&quot;Interface defining information available at process time&quot;&quot;&quot;</span>
+</span><span id="L-47"><a href="#L-47"><span class="linenos"> 47</span></a>  <span class="nd">@abstractmethod</span>
+</span><span id="L-48"><a href="#L-48"><span class="linenos"> 48</span></a>  <span class="k">def</span> <span class="nf">get_message_id</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="L-49"><a href="#L-49"><span class="linenos"> 49</span></a>    <span class="sd">&quot;&quot;&quot;Return the messageid of the current message that we are processing&quot;&quot;&quot;</span>
+</span><span id="L-50"><a href="#L-50"><span class="linenos"> 50</span></a>    <span class="k">pass</span>
+</span><span id="L-51"><a href="#L-51"><span class="linenos"> 51</span></a>
+</span><span id="L-52"><a href="#L-52"><span class="linenos"> 52</span></a>  <span class="nd">@abstractmethod</span>
+</span><span id="L-53"><a href="#L-53"><span class="linenos"> 53</span></a>  <span class="k">def</span> <span class="nf">get_message_key</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="L-54"><a href="#L-54"><span class="linenos"> 54</span></a>    <span class="sd">&quot;&quot;&quot;Return the key of the current message that we are processing&quot;&quot;&quot;</span>
+</span><span id="L-55"><a href="#L-55"><span class="linenos"> 55</span></a>    <span class="k">pass</span>
+</span><span id="L-56"><a href="#L-56"><span class="linenos"> 56</span></a>
+</span><span id="L-57"><a href="#L-57"><span class="linenos"> 57</span></a>  <span class="nd">@abstractmethod</span>
+</span><span id="L-58"><a href="#L-58"><span class="linenos"> 58</span></a>  <span class="k">def</span> <span class="nf">get_message_eventtime</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="L-59"><a href="#L-59"><span class="linenos"> 59</span></a>    <span class="sd">&quot;&quot;&quot;Return the event time of the current message that we are processing&quot;&quot;&quot;</span>
+</span><span id="L-60"><a href="#L-60"><span class="linenos"> 60</span></a>    <span class="k">pass</span>
+</span><span id="L-61"><a href="#L-61"><span class="linenos"> 61</span></a>
+</span><span id="L-62"><a href="#L-62"><span class="linenos"> 62</span></a>  <span class="nd">@abstractmethod</span>
+</span><span id="L-63"><a href="#L-63"><span class="linenos"> 63</span></a>  <span class="k">def</span> <span class="nf">get_message_properties</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="L-64"><a href="#L-64"><span class="linenos"> 64</span></a>    <span class="sd">&quot;&quot;&quot;Return the message properties kv map of the current message that we are processing&quot;&quot;&quot;</span>
+</span><span id="L-65"><a href="#L-65"><span class="linenos"> 65</span></a>    <span class="k">pass</span>
+</span><span id="L-66"><a href="#L-66"><span class="linenos"> 66</span></a>
+</span><span id="L-67"><a href="#L-67"><span class="linenos"> 67</span></a>  <span class="nd">@abstractmethod</span>
+</span><span id="L-68"><a href="#L-68"><span class="linenos"> 68</span></a>  <span class="k">def</span> <span class="nf">get_current_message_topic_name</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="L-69"><a href="#L-69"><span class="linenos"> 69</span></a>    <span class="sd">&quot;&quot;&quot;Returns the topic name of the message that we are processing&quot;&quot;&quot;</span>
+</span><span id="L-70"><a href="#L-70"><span class="linenos"> 70</span></a>    <span class="k">pass</span>
+</span><span id="L-71"><a href="#L-71"><span class="linenos"> 71</span></a>  
+</span><span id="L-72"><a href="#L-72"><span class="linenos"> 72</span></a>  <span class="nd">@abstractmethod</span>
+</span><span id="L-73"><a href="#L-73"><span class="linenos"> 73</span></a>  <span class="k">def</span> <span class="nf">get_function_tenant</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="L-74"><a href="#L-74"><span class="linenos"> 74</span></a>    <span class="sd">&quot;&quot;&quot;Returns the tenant of the message that&#39;s being processed&quot;&quot;&quot;</span>
+</span><span id="L-75"><a href="#L-75"><span class="linenos"> 75</span></a>    <span class="k">pass</span>
+</span><span id="L-76"><a href="#L-76"><span class="linenos"> 76</span></a>
+</span><span id="L-77"><a href="#L-77"><span class="linenos"> 77</span></a>  <span class="nd">@abstractmethod</span>
+</span><span id="L-78"><a href="#L-78"><span class="linenos"> 78</span></a>  <span class="k">def</span> <span class="nf">get_function_namespace</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="L-79"><a href="#L-79"><span class="linenos"> 79</span></a>    <span class="sd">&quot;&quot;&quot;Returns the namespace of the message that&#39;s being processed&quot;&quot;&quot;</span>
+</span><span id="L-80"><a href="#L-80"><span class="linenos"> 80</span></a>
+</span><span id="L-81"><a href="#L-81"><span class="linenos"> 81</span></a>  <span class="nd">@abstractmethod</span>
+</span><span id="L-82"><a href="#L-82"><span class="linenos"> 82</span></a>  <span class="k">def</span> <span class="nf">get_function_name</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="L-83"><a href="#L-83"><span class="linenos"> 83</span></a>    <span class="sd">&quot;&quot;&quot;Returns the function name that we are a part of&quot;&quot;&quot;</span>
+</span><span id="L-84"><a href="#L-84"><span class="linenos"> 84</span></a>    <span class="k">pass</span>
+</span><span id="L-85"><a href="#L-85"><span class="linenos"> 85</span></a>
+</span><span id="L-86"><a href="#L-86"><span class="linenos"> 86</span></a>  <span class="nd">@abstractmethod</span>
+</span><span id="L-87"><a href="#L-87"><span class="linenos"> 87</span></a>  <span class="k">def</span> <span class="nf">get_function_id</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="L-88"><a href="#L-88"><span class="linenos"> 88</span></a>    <span class="sd">&quot;&quot;&quot;Returns the function id that we are a part of&quot;&quot;&quot;</span>
+</span><span id="L-89"><a href="#L-89"><span class="linenos"> 89</span></a>    <span class="k">pass</span>
+</span><span id="L-90"><a href="#L-90"><span class="linenos"> 90</span></a>
+</span><span id="L-91"><a href="#L-91"><span class="linenos"> 91</span></a>  <span class="nd">@abstractmethod</span>
+</span><span id="L-92"><a href="#L-92"><span class="linenos"> 92</span></a>  <span class="k">def</span> <span class="nf">get_instance_id</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="L-93"><a href="#L-93"><span class="linenos"> 93</span></a>    <span class="sd">&quot;&quot;&quot;Returns the instance id that is executing the function&quot;&quot;&quot;</span>
+</span><span id="L-94"><a href="#L-94"><span class="linenos"> 94</span></a>    <span class="k">pass</span>
+</span><span id="L-95"><a href="#L-95"><span class="linenos"> 95</span></a>
+</span><span id="L-96"><a href="#L-96"><span class="linenos"> 96</span></a>  <span class="nd">@abstractmethod</span>
+</span><span id="L-97"><a href="#L-97"><span class="linenos"> 97</span></a>  <span class="k">def</span> <span class="nf">get_function_version</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="L-98"><a href="#L-98"><span class="linenos"> 98</span></a>    <span class="sd">&quot;&quot;&quot;Returns the version of function that we are executing&quot;&quot;&quot;</span>
+</span><span id="L-99"><a href="#L-99"><span class="linenos"> 99</span></a>    <span class="k">pass</span>
+</span><span id="L-100"><a href="#L-100"><span class="linenos">100</span></a>
+</span><span id="L-101"><a href="#L-101"><span class="linenos">101</span></a>  <span class="nd">@abstractmethod</span>
+</span><span id="L-102"><a href="#L-102"><span class="linenos">102</span></a>  <span class="k">def</span> <span class="nf">get_logger</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="L-103"><a href="#L-103"><span class="linenos">103</span></a>    <span class="sd">&quot;&quot;&quot;Returns the logger object that can be used to do logging&quot;&quot;&quot;</span>
+</span><span id="L-104"><a href="#L-104"><span class="linenos">104</span></a>    <span class="k">pass</span>
+</span><span id="L-105"><a href="#L-105"><span class="linenos">105</span></a>
+</span><span id="L-106"><a href="#L-106"><span class="linenos">106</span></a>  <span class="nd">@abstractmethod</span>
+</span><span id="L-107"><a href="#L-107"><span class="linenos">107</span></a>  <span class="k">def</span> <span class="nf">get_user_config_value</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">key</span><span class="p">):</span>
+</span><span id="L-108"><a href="#L-108"><span class="linenos">108</span></a>    <span class="sd">&quot;&quot;&quot;Returns the value of the user-defined config. If the key doesn&#39;t exist, None is returned&quot;&quot;&quot;</span>
+</span><span id="L-109"><a href="#L-109"><span class="linenos">109</span></a>    <span class="k">pass</span>
+</span><span id="L-110"><a href="#L-110"><span class="linenos">110</span></a>  
+</span><span id="L-111"><a href="#L-111"><span class="linenos">111</span></a>  <span class="nd">@abstractmethod</span>
+</span><span id="L-112"><a href="#L-112"><span class="linenos">112</span></a>  <span class="k">def</span> <span class="nf">get_user_config_map</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="L-113"><a href="#L-113"><span class="linenos">113</span></a>    <span class="sd">&quot;&quot;&quot;Returns the entire user-defined config as a dict (the dict will be empty if no user-defined config is supplied)&quot;&quot;&quot;</span>
+</span><span id="L-114"><a href="#L-114"><span class="linenos">114</span></a>    <span class="k">pass</span>
+</span><span id="L-115"><a href="#L-115"><span class="linenos">115</span></a>
+</span><span id="L-116"><a href="#L-116"><span class="linenos">116</span></a>  <span class="nd">@abstractmethod</span>
+</span><span id="L-117"><a href="#L-117"><span class="linenos">117</span></a>  <span class="k">def</span> <span class="nf">get_secret</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">secret_name</span><span class="p">):</span>
+</span><span id="L-118"><a href="#L-118"><span class="linenos">118</span></a>    <span class="sd">&quot;&quot;&quot;Returns the secret value associated with the name. None if nothing was found&quot;&quot;&quot;</span>
+</span><span id="L-119"><a href="#L-119"><span class="linenos">119</span></a>    <span class="k">pass</span>
+</span><span id="L-120"><a href="#L-120"><span class="linenos">120</span></a>
+</span><span id="L-121"><a href="#L-121"><span class="linenos">121</span></a>  <span class="nd">@abstractmethod</span>
+</span><span id="L-122"><a href="#L-122"><span class="linenos">122</span></a>  <span class="k">def</span> <span class="nf">get_partition_key</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="L-123"><a href="#L-123"><span class="linenos">123</span></a>    <span class="sd">&quot;&quot;&quot;Returns partition key of the input message is one exists&quot;&quot;&quot;</span>
+</span><span id="L-124"><a href="#L-124"><span class="linenos">124</span></a>    <span class="k">pass</span>
+</span><span id="L-125"><a href="#L-125"><span class="linenos">125</span></a>
+</span><span id="L-126"><a href="#L-126"><span class="linenos">126</span></a>
+</span><span id="L-127"><a href="#L-127"><span class="linenos">127</span></a>  <span class="nd">@abstractmethod</span>
+</span><span id="L-128"><a href="#L-128"><span class="linenos">128</span></a>  <span class="k">def</span> <span class="nf">record_metric</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">metric_name</span><span class="p">,</span> <span class="n">metric_value</span><span class="p">):</span>
+</span><span id="L-129"><a href="#L-129"><span class="linenos">129</span></a>    <span class="sd">&quot;&quot;&quot;Records the metric_value. metric_value has to satisfy isinstance(metric_value, numbers.Number)&quot;&quot;&quot;</span>
+</span><span id="L-130"><a href="#L-130"><span class="linenos">130</span></a>    <span class="k">pass</span>
+</span><span id="L-131"><a href="#L-131"><span class="linenos">131</span></a>
+</span><span id="L-132"><a href="#L-132"><span class="linenos">132</span></a>  <span class="nd">@abstractmethod</span>
+</span><span id="L-133"><a href="#L-133"><span class="linenos">133</span></a>  <span class="k">def</span> <span class="nf">publish</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">topic_name</span><span class="p">,</span> <span class="n">message</span><span class="p">,</span> <span class="n">serde_class_name</span><span class="o">=</span><span class="s2">&quot;serde.IdentitySerDe&quot;</span><span class="p">,</span> <span class="n">proper [...]
+</span><span id="L-134"><a href="#L-134"><span class="linenos">134</span></a>    <span class="sd">&quot;&quot;&quot;Publishes message to topic_name by first serializing the message using serde_class_name serde</span>
+</span><span id="L-135"><a href="#L-135"><span class="linenos">135</span></a><span class="sd">    The message will have properties specified if any</span>
+</span><span id="L-136"><a href="#L-136"><span class="linenos">136</span></a>
+</span><span id="L-137"><a href="#L-137"><span class="linenos">137</span></a><span class="sd">    The available options for message_conf:</span>
+</span><span id="L-138"><a href="#L-138"><span class="linenos">138</span></a>
+</span><span id="L-139"><a href="#L-139"><span class="linenos">139</span></a><span class="sd">      properties,</span>
+</span><span id="L-140"><a href="#L-140"><span class="linenos">140</span></a><span class="sd">      partition_key,</span>
+</span><span id="L-141"><a href="#L-141"><span class="linenos">141</span></a><span class="sd">      sequence_id,</span>
+</span><span id="L-142"><a href="#L-142"><span class="linenos">142</span></a><span class="sd">      replication_clusters,</span>
+</span><span id="L-143"><a href="#L-143"><span class="linenos">143</span></a><span class="sd">      disable_replication,</span>
+</span><span id="L-144"><a href="#L-144"><span class="linenos">144</span></a><span class="sd">      event_timestamp</span>
+</span><span id="L-145"><a href="#L-145"><span class="linenos">145</span></a>
+</span><span id="L-146"><a href="#L-146"><span class="linenos">146</span></a><span class="sd">    &quot;&quot;&quot;</span>
+</span><span id="L-147"><a href="#L-147"><span class="linenos">147</span></a>    <span class="k">pass</span>
+</span><span id="L-148"><a href="#L-148"><span class="linenos">148</span></a>
+</span><span id="L-149"><a href="#L-149"><span class="linenos">149</span></a>  <span class="nd">@abstractmethod</span>
+</span><span id="L-150"><a href="#L-150"><span class="linenos">150</span></a>  <span class="k">def</span> <span class="nf">get_input_topics</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="L-151"><a href="#L-151"><span class="linenos">151</span></a>    <span class="sd">&quot;&quot;&quot;Returns the input topics of function&quot;&quot;&quot;</span>
+</span><span id="L-152"><a href="#L-152"><span class="linenos">152</span></a>    <span class="k">pass</span>
+</span><span id="L-153"><a href="#L-153"><span class="linenos">153</span></a>
+</span><span id="L-154"><a href="#L-154"><span class="linenos">154</span></a>  <span class="nd">@abstractmethod</span>
+</span><span id="L-155"><a href="#L-155"><span class="linenos">155</span></a>  <span class="k">def</span> <span class="nf">get_output_topic</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="L-156"><a href="#L-156"><span class="linenos">156</span></a>    <span class="sd">&quot;&quot;&quot;Returns the output topic of function&quot;&quot;&quot;</span>
+</span><span id="L-157"><a href="#L-157"><span class="linenos">157</span></a>    <span class="k">pass</span>
+</span><span id="L-158"><a href="#L-158"><span class="linenos">158</span></a>
+</span><span id="L-159"><a href="#L-159"><span class="linenos">159</span></a>  <span class="nd">@abstractmethod</span>
+</span><span id="L-160"><a href="#L-160"><span class="linenos">160</span></a>  <span class="k">def</span> <span class="nf">get_output_serde_class_name</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="L-161"><a href="#L-161"><span class="linenos">161</span></a>    <span class="sd">&quot;&quot;&quot;return output Serde class&quot;&quot;&quot;</span>
+</span><span id="L-162"><a href="#L-162"><span class="linenos">162</span></a>    <span class="k">pass</span>
+</span><span id="L-163"><a href="#L-163"><span class="linenos">163</span></a>
+</span><span id="L-164"><a href="#L-164"><span class="linenos">164</span></a>  <span class="nd">@abstractmethod</span>
+</span><span id="L-165"><a href="#L-165"><span class="linenos">165</span></a>  <span class="k">def</span> <span class="nf">ack</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">msgid</span><span class="p">,</span> <span class="n">topic</span><span class="p">):</span>
+</span><span id="L-166"><a href="#L-166"><span class="linenos">166</span></a>    <span class="sd">&quot;&quot;&quot;ack this message id&quot;&quot;&quot;</span>
+</span><span id="L-167"><a href="#L-167"><span class="linenos">167</span></a>    <span class="k">pass</span>
+</span><span id="L-168"><a href="#L-168"><span class="linenos">168</span></a>
+</span><span id="L-169"><a href="#L-169"><span class="linenos">169</span></a>  <span class="nd">@abstractmethod</span>
+</span><span id="L-170"><a href="#L-170"><span class="linenos">170</span></a>  <span class="k">def</span> <span class="nf">incr_counter</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">key</span><span class="p">,</span> <span class="n">amount</span><span class="p">):</span>
+</span><span id="L-171"><a href="#L-171"><span class="linenos">171</span></a>    <span class="sd">&quot;&quot;&quot;incr the counter of a given key in the managed state&quot;&quot;&quot;</span>
+</span><span id="L-172"><a href="#L-172"><span class="linenos">172</span></a>    <span class="k">pass</span>
+</span><span id="L-173"><a href="#L-173"><span class="linenos">173</span></a>
+</span><span id="L-174"><a href="#L-174"><span class="linenos">174</span></a>  <span class="nd">@abstractmethod</span>
+</span><span id="L-175"><a href="#L-175"><span class="linenos">175</span></a>  <span class="k">def</span> <span class="nf">get_counter</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">key</span><span class="p">):</span>
+</span><span id="L-176"><a href="#L-176"><span class="linenos">176</span></a>    <span class="sd">&quot;&quot;&quot;get the counter of a given key in the managed state&quot;&quot;&quot;</span>
+</span><span id="L-177"><a href="#L-177"><span class="linenos">177</span></a>    <span class="k">pass</span>
+</span><span id="L-178"><a href="#L-178"><span class="linenos">178</span></a>
+</span><span id="L-179"><a href="#L-179"><span class="linenos">179</span></a>  <span class="nd">@abstractmethod</span>
+</span><span id="L-180"><a href="#L-180"><span class="linenos">180</span></a>  <span class="k">def</span> <span class="nf">del_counter</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">key</span><span class="p">):</span>
+</span><span id="L-181"><a href="#L-181"><span class="linenos">181</span></a>    <span class="sd">&quot;&quot;&quot;delete the counter of a given key in the managed state&quot;&quot;&quot;</span>
+</span><span id="L-182"><a href="#L-182"><span class="linenos">182</span></a>    <span class="k">pass</span>
+</span><span id="L-183"><a href="#L-183"><span class="linenos">183</span></a>
+</span><span id="L-184"><a href="#L-184"><span class="linenos">184</span></a>  <span class="nd">@abstractmethod</span>
+</span><span id="L-185"><a href="#L-185"><span class="linenos">185</span></a>  <span class="k">def</span> <span class="nf">put_state</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">key</span><span class="p">,</span> <span class="n">value</span><span class="p">):</span>
+</span><span id="L-186"><a href="#L-186"><span class="linenos">186</span></a>    <span class="sd">&quot;&quot;&quot;update the value of a given key in the managed state&quot;&quot;&quot;</span>
+</span><span id="L-187"><a href="#L-187"><span class="linenos">187</span></a>    <span class="k">pass</span>
+</span><span id="L-188"><a href="#L-188"><span class="linenos">188</span></a>
+</span><span id="L-189"><a href="#L-189"><span class="linenos">189</span></a>  <span class="nd">@abstractmethod</span>
+</span><span id="L-190"><a href="#L-190"><span class="linenos">190</span></a>  <span class="k">def</span> <span class="nf">get_state</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">key</span><span class="p">):</span>
+</span><span id="L-191"><a href="#L-191"><span class="linenos">191</span></a>    <span class="sd">&quot;&quot;&quot;get the value of a given key in the managed state&quot;&quot;&quot;</span>
+</span><span id="L-192"><a href="#L-192"><span class="linenos">192</span></a>    <span class="k">pass</span>
+</span></pre></div>
+
+
+            </section>
+                <section id="Context">
+                            <input id="Context-view-source" class="view-source-toggle-state" type="checkbox" aria-hidden="true" tabindex="-1">
+<div class="attr class">
+            
+    <span class="def">class</span>
+    <span class="name">Context</span>:
+
+                <label class="view-source-button" for="Context-view-source"><span>View Source</span></label>
+
+    </div>
+    <a class="headerlink" href="#Context"></a>
+            <div class="pdoc-code codehilite"><pre><span></span><span id="Context-46"><a href="#Context-46"><span class="linenos"> 46</span></a><span class="k">class</span> <span class="nc">Context</span><span class="p">(</span><span class="nb">object</span><span class="p">):</span>
+</span><span id="Context-47"><a href="#Context-47"><span class="linenos"> 47</span></a>  <span class="sd">&quot;&quot;&quot;Interface defining information available at process time&quot;&quot;&quot;</span>
+</span><span id="Context-48"><a href="#Context-48"><span class="linenos"> 48</span></a>  <span class="nd">@abstractmethod</span>
+</span><span id="Context-49"><a href="#Context-49"><span class="linenos"> 49</span></a>  <span class="k">def</span> <span class="nf">get_message_id</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="Context-50"><a href="#Context-50"><span class="linenos"> 50</span></a>    <span class="sd">&quot;&quot;&quot;Return the messageid of the current message that we are processing&quot;&quot;&quot;</span>
+</span><span id="Context-51"><a href="#Context-51"><span class="linenos"> 51</span></a>    <span class="k">pass</span>
+</span><span id="Context-52"><a href="#Context-52"><span class="linenos"> 52</span></a>
+</span><span id="Context-53"><a href="#Context-53"><span class="linenos"> 53</span></a>  <span class="nd">@abstractmethod</span>
+</span><span id="Context-54"><a href="#Context-54"><span class="linenos"> 54</span></a>  <span class="k">def</span> <span class="nf">get_message_key</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="Context-55"><a href="#Context-55"><span class="linenos"> 55</span></a>    <span class="sd">&quot;&quot;&quot;Return the key of the current message that we are processing&quot;&quot;&quot;</span>
+</span><span id="Context-56"><a href="#Context-56"><span class="linenos"> 56</span></a>    <span class="k">pass</span>
+</span><span id="Context-57"><a href="#Context-57"><span class="linenos"> 57</span></a>
+</span><span id="Context-58"><a href="#Context-58"><span class="linenos"> 58</span></a>  <span class="nd">@abstractmethod</span>
+</span><span id="Context-59"><a href="#Context-59"><span class="linenos"> 59</span></a>  <span class="k">def</span> <span class="nf">get_message_eventtime</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="Context-60"><a href="#Context-60"><span class="linenos"> 60</span></a>    <span class="sd">&quot;&quot;&quot;Return the event time of the current message that we are processing&quot;&quot;&quot;</span>
+</span><span id="Context-61"><a href="#Context-61"><span class="linenos"> 61</span></a>    <span class="k">pass</span>
+</span><span id="Context-62"><a href="#Context-62"><span class="linenos"> 62</span></a>
+</span><span id="Context-63"><a href="#Context-63"><span class="linenos"> 63</span></a>  <span class="nd">@abstractmethod</span>
+</span><span id="Context-64"><a href="#Context-64"><span class="linenos"> 64</span></a>  <span class="k">def</span> <span class="nf">get_message_properties</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="Context-65"><a href="#Context-65"><span class="linenos"> 65</span></a>    <span class="sd">&quot;&quot;&quot;Return the message properties kv map of the current message that we are processing&quot;&quot;&quot;</span>
+</span><span id="Context-66"><a href="#Context-66"><span class="linenos"> 66</span></a>    <span class="k">pass</span>
+</span><span id="Context-67"><a href="#Context-67"><span class="linenos"> 67</span></a>
+</span><span id="Context-68"><a href="#Context-68"><span class="linenos"> 68</span></a>  <span class="nd">@abstractmethod</span>
+</span><span id="Context-69"><a href="#Context-69"><span class="linenos"> 69</span></a>  <span class="k">def</span> <span class="nf">get_current_message_topic_name</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="Context-70"><a href="#Context-70"><span class="linenos"> 70</span></a>    <span class="sd">&quot;&quot;&quot;Returns the topic name of the message that we are processing&quot;&quot;&quot;</span>
+</span><span id="Context-71"><a href="#Context-71"><span class="linenos"> 71</span></a>    <span class="k">pass</span>
+</span><span id="Context-72"><a href="#Context-72"><span class="linenos"> 72</span></a>  
+</span><span id="Context-73"><a href="#Context-73"><span class="linenos"> 73</span></a>  <span class="nd">@abstractmethod</span>
+</span><span id="Context-74"><a href="#Context-74"><span class="linenos"> 74</span></a>  <span class="k">def</span> <span class="nf">get_function_tenant</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="Context-75"><a href="#Context-75"><span class="linenos"> 75</span></a>    <span class="sd">&quot;&quot;&quot;Returns the tenant of the message that&#39;s being processed&quot;&quot;&quot;</span>
+</span><span id="Context-76"><a href="#Context-76"><span class="linenos"> 76</span></a>    <span class="k">pass</span>
+</span><span id="Context-77"><a href="#Context-77"><span class="linenos"> 77</span></a>
+</span><span id="Context-78"><a href="#Context-78"><span class="linenos"> 78</span></a>  <span class="nd">@abstractmethod</span>
+</span><span id="Context-79"><a href="#Context-79"><span class="linenos"> 79</span></a>  <span class="k">def</span> <span class="nf">get_function_namespace</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="Context-80"><a href="#Context-80"><span class="linenos"> 80</span></a>    <span class="sd">&quot;&quot;&quot;Returns the namespace of the message that&#39;s being processed&quot;&quot;&quot;</span>
+</span><span id="Context-81"><a href="#Context-81"><span class="linenos"> 81</span></a>
+</span><span id="Context-82"><a href="#Context-82"><span class="linenos"> 82</span></a>  <span class="nd">@abstractmethod</span>
+</span><span id="Context-83"><a href="#Context-83"><span class="linenos"> 83</span></a>  <span class="k">def</span> <span class="nf">get_function_name</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="Context-84"><a href="#Context-84"><span class="linenos"> 84</span></a>    <span class="sd">&quot;&quot;&quot;Returns the function name that we are a part of&quot;&quot;&quot;</span>
+</span><span id="Context-85"><a href="#Context-85"><span class="linenos"> 85</span></a>    <span class="k">pass</span>
+</span><span id="Context-86"><a href="#Context-86"><span class="linenos"> 86</span></a>
+</span><span id="Context-87"><a href="#Context-87"><span class="linenos"> 87</span></a>  <span class="nd">@abstractmethod</span>
+</span><span id="Context-88"><a href="#Context-88"><span class="linenos"> 88</span></a>  <span class="k">def</span> <span class="nf">get_function_id</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="Context-89"><a href="#Context-89"><span class="linenos"> 89</span></a>    <span class="sd">&quot;&quot;&quot;Returns the function id that we are a part of&quot;&quot;&quot;</span>
+</span><span id="Context-90"><a href="#Context-90"><span class="linenos"> 90</span></a>    <span class="k">pass</span>
+</span><span id="Context-91"><a href="#Context-91"><span class="linenos"> 91</span></a>
+</span><span id="Context-92"><a href="#Context-92"><span class="linenos"> 92</span></a>  <span class="nd">@abstractmethod</span>
+</span><span id="Context-93"><a href="#Context-93"><span class="linenos"> 93</span></a>  <span class="k">def</span> <span class="nf">get_instance_id</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="Context-94"><a href="#Context-94"><span class="linenos"> 94</span></a>    <span class="sd">&quot;&quot;&quot;Returns the instance id that is executing the function&quot;&quot;&quot;</span>
+</span><span id="Context-95"><a href="#Context-95"><span class="linenos"> 95</span></a>    <span class="k">pass</span>
+</span><span id="Context-96"><a href="#Context-96"><span class="linenos"> 96</span></a>
+</span><span id="Context-97"><a href="#Context-97"><span class="linenos"> 97</span></a>  <span class="nd">@abstractmethod</span>
+</span><span id="Context-98"><a href="#Context-98"><span class="linenos"> 98</span></a>  <span class="k">def</span> <span class="nf">get_function_version</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="Context-99"><a href="#Context-99"><span class="linenos"> 99</span></a>    <span class="sd">&quot;&quot;&quot;Returns the version of function that we are executing&quot;&quot;&quot;</span>
+</span><span id="Context-100"><a href="#Context-100"><span class="linenos">100</span></a>    <span class="k">pass</span>
+</span><span id="Context-101"><a href="#Context-101"><span class="linenos">101</span></a>
+</span><span id="Context-102"><a href="#Context-102"><span class="linenos">102</span></a>  <span class="nd">@abstractmethod</span>
+</span><span id="Context-103"><a href="#Context-103"><span class="linenos">103</span></a>  <span class="k">def</span> <span class="nf">get_logger</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="Context-104"><a href="#Context-104"><span class="linenos">104</span></a>    <span class="sd">&quot;&quot;&quot;Returns the logger object that can be used to do logging&quot;&quot;&quot;</span>
+</span><span id="Context-105"><a href="#Context-105"><span class="linenos">105</span></a>    <span class="k">pass</span>
+</span><span id="Context-106"><a href="#Context-106"><span class="linenos">106</span></a>
+</span><span id="Context-107"><a href="#Context-107"><span class="linenos">107</span></a>  <span class="nd">@abstractmethod</span>
+</span><span id="Context-108"><a href="#Context-108"><span class="linenos">108</span></a>  <span class="k">def</span> <span class="nf">get_user_config_value</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">key</span><span class="p">):</span>
+</span><span id="Context-109"><a href="#Context-109"><span class="linenos">109</span></a>    <span class="sd">&quot;&quot;&quot;Returns the value of the user-defined config. If the key doesn&#39;t exist, None is returned&quot;&quot;&quot;</span>
+</span><span id="Context-110"><a href="#Context-110"><span class="linenos">110</span></a>    <span class="k">pass</span>
+</span><span id="Context-111"><a href="#Context-111"><span class="linenos">111</span></a>  
+</span><span id="Context-112"><a href="#Context-112"><span class="linenos">112</span></a>  <span class="nd">@abstractmethod</span>
+</span><span id="Context-113"><a href="#Context-113"><span class="linenos">113</span></a>  <span class="k">def</span> <span class="nf">get_user_config_map</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="Context-114"><a href="#Context-114"><span class="linenos">114</span></a>    <span class="sd">&quot;&quot;&quot;Returns the entire user-defined config as a dict (the dict will be empty if no user-defined config is supplied)&quot;&quot;&quot;</span>
+</span><span id="Context-115"><a href="#Context-115"><span class="linenos">115</span></a>    <span class="k">pass</span>
+</span><span id="Context-116"><a href="#Context-116"><span class="linenos">116</span></a>
+</span><span id="Context-117"><a href="#Context-117"><span class="linenos">117</span></a>  <span class="nd">@abstractmethod</span>
+</span><span id="Context-118"><a href="#Context-118"><span class="linenos">118</span></a>  <span class="k">def</span> <span class="nf">get_secret</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">secret_name</span><span class="p">):</span>
+</span><span id="Context-119"><a href="#Context-119"><span class="linenos">119</span></a>    <span class="sd">&quot;&quot;&quot;Returns the secret value associated with the name. None if nothing was found&quot;&quot;&quot;</span>
+</span><span id="Context-120"><a href="#Context-120"><span class="linenos">120</span></a>    <span class="k">pass</span>
+</span><span id="Context-121"><a href="#Context-121"><span class="linenos">121</span></a>
+</span><span id="Context-122"><a href="#Context-122"><span class="linenos">122</span></a>  <span class="nd">@abstractmethod</span>
+</span><span id="Context-123"><a href="#Context-123"><span class="linenos">123</span></a>  <span class="k">def</span> <span class="nf">get_partition_key</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="Context-124"><a href="#Context-124"><span class="linenos">124</span></a>    <span class="sd">&quot;&quot;&quot;Returns partition key of the input message is one exists&quot;&quot;&quot;</span>
+</span><span id="Context-125"><a href="#Context-125"><span class="linenos">125</span></a>    <span class="k">pass</span>
+</span><span id="Context-126"><a href="#Context-126"><span class="linenos">126</span></a>
+</span><span id="Context-127"><a href="#Context-127"><span class="linenos">127</span></a>
+</span><span id="Context-128"><a href="#Context-128"><span class="linenos">128</span></a>  <span class="nd">@abstractmethod</span>
+</span><span id="Context-129"><a href="#Context-129"><span class="linenos">129</span></a>  <span class="k">def</span> <span class="nf">record_metric</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">metric_name</span><span class="p">,</span> <span class="n">metric_value</span><span class="p">):</span>
+</span><span id="Context-130"><a href="#Context-130"><span class="linenos">130</span></a>    <span class="sd">&quot;&quot;&quot;Records the metric_value. metric_value has to satisfy isinstance(metric_value, numbers.Number)&quot;&quot;&quot;</span>
+</span><span id="Context-131"><a href="#Context-131"><span class="linenos">131</span></a>    <span class="k">pass</span>
+</span><span id="Context-132"><a href="#Context-132"><span class="linenos">132</span></a>
+</span><span id="Context-133"><a href="#Context-133"><span class="linenos">133</span></a>  <span class="nd">@abstractmethod</span>
+</span><span id="Context-134"><a href="#Context-134"><span class="linenos">134</span></a>  <span class="k">def</span> <span class="nf">publish</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">topic_name</span><span class="p">,</span> <span class="n">message</span><span class="p">,</span> <span class="n">serde_class_name</span><span class="o">=</span><span class="s2">&quot;serde.IdentitySerDe&quot;</span><span class="p">,</span> <span clas [...]
+</span><span id="Context-135"><a href="#Context-135"><span class="linenos">135</span></a>    <span class="sd">&quot;&quot;&quot;Publishes message to topic_name by first serializing the message using serde_class_name serde</span>
+</span><span id="Context-136"><a href="#Context-136"><span class="linenos">136</span></a><span class="sd">    The message will have properties specified if any</span>
+</span><span id="Context-137"><a href="#Context-137"><span class="linenos">137</span></a>
+</span><span id="Context-138"><a href="#Context-138"><span class="linenos">138</span></a><span class="sd">    The available options for message_conf:</span>
+</span><span id="Context-139"><a href="#Context-139"><span class="linenos">139</span></a>
+</span><span id="Context-140"><a href="#Context-140"><span class="linenos">140</span></a><span class="sd">      properties,</span>
+</span><span id="Context-141"><a href="#Context-141"><span class="linenos">141</span></a><span class="sd">      partition_key,</span>
+</span><span id="Context-142"><a href="#Context-142"><span class="linenos">142</span></a><span class="sd">      sequence_id,</span>
+</span><span id="Context-143"><a href="#Context-143"><span class="linenos">143</span></a><span class="sd">      replication_clusters,</span>
+</span><span id="Context-144"><a href="#Context-144"><span class="linenos">144</span></a><span class="sd">      disable_replication,</span>
+</span><span id="Context-145"><a href="#Context-145"><span class="linenos">145</span></a><span class="sd">      event_timestamp</span>
+</span><span id="Context-146"><a href="#Context-146"><span class="linenos">146</span></a>
+</span><span id="Context-147"><a href="#Context-147"><span class="linenos">147</span></a><span class="sd">    &quot;&quot;&quot;</span>
+</span><span id="Context-148"><a href="#Context-148"><span class="linenos">148</span></a>    <span class="k">pass</span>
+</span><span id="Context-149"><a href="#Context-149"><span class="linenos">149</span></a>
+</span><span id="Context-150"><a href="#Context-150"><span class="linenos">150</span></a>  <span class="nd">@abstractmethod</span>
+</span><span id="Context-151"><a href="#Context-151"><span class="linenos">151</span></a>  <span class="k">def</span> <span class="nf">get_input_topics</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="Context-152"><a href="#Context-152"><span class="linenos">152</span></a>    <span class="sd">&quot;&quot;&quot;Returns the input topics of function&quot;&quot;&quot;</span>
+</span><span id="Context-153"><a href="#Context-153"><span class="linenos">153</span></a>    <span class="k">pass</span>
+</span><span id="Context-154"><a href="#Context-154"><span class="linenos">154</span></a>
+</span><span id="Context-155"><a href="#Context-155"><span class="linenos">155</span></a>  <span class="nd">@abstractmethod</span>
+</span><span id="Context-156"><a href="#Context-156"><span class="linenos">156</span></a>  <span class="k">def</span> <span class="nf">get_output_topic</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="Context-157"><a href="#Context-157"><span class="linenos">157</span></a>    <span class="sd">&quot;&quot;&quot;Returns the output topic of function&quot;&quot;&quot;</span>
+</span><span id="Context-158"><a href="#Context-158"><span class="linenos">158</span></a>    <span class="k">pass</span>
+</span><span id="Context-159"><a href="#Context-159"><span class="linenos">159</span></a>
+</span><span id="Context-160"><a href="#Context-160"><span class="linenos">160</span></a>  <span class="nd">@abstractmethod</span>
+</span><span id="Context-161"><a href="#Context-161"><span class="linenos">161</span></a>  <span class="k">def</span> <span class="nf">get_output_serde_class_name</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="Context-162"><a href="#Context-162"><span class="linenos">162</span></a>    <span class="sd">&quot;&quot;&quot;return output Serde class&quot;&quot;&quot;</span>
+</span><span id="Context-163"><a href="#Context-163"><span class="linenos">163</span></a>    <span class="k">pass</span>
+</span><span id="Context-164"><a href="#Context-164"><span class="linenos">164</span></a>
+</span><span id="Context-165"><a href="#Context-165"><span class="linenos">165</span></a>  <span class="nd">@abstractmethod</span>
+</span><span id="Context-166"><a href="#Context-166"><span class="linenos">166</span></a>  <span class="k">def</span> <span class="nf">ack</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">msgid</span><span class="p">,</span> <span class="n">topic</span><span class="p">):</span>
+</span><span id="Context-167"><a href="#Context-167"><span class="linenos">167</span></a>    <span class="sd">&quot;&quot;&quot;ack this message id&quot;&quot;&quot;</span>
+</span><span id="Context-168"><a href="#Context-168"><span class="linenos">168</span></a>    <span class="k">pass</span>
+</span><span id="Context-169"><a href="#Context-169"><span class="linenos">169</span></a>
+</span><span id="Context-170"><a href="#Context-170"><span class="linenos">170</span></a>  <span class="nd">@abstractmethod</span>
+</span><span id="Context-171"><a href="#Context-171"><span class="linenos">171</span></a>  <span class="k">def</span> <span class="nf">incr_counter</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">key</span><span class="p">,</span> <span class="n">amount</span><span class="p">):</span>
+</span><span id="Context-172"><a href="#Context-172"><span class="linenos">172</span></a>    <span class="sd">&quot;&quot;&quot;incr the counter of a given key in the managed state&quot;&quot;&quot;</span>
+</span><span id="Context-173"><a href="#Context-173"><span class="linenos">173</span></a>    <span class="k">pass</span>
+</span><span id="Context-174"><a href="#Context-174"><span class="linenos">174</span></a>
+</span><span id="Context-175"><a href="#Context-175"><span class="linenos">175</span></a>  <span class="nd">@abstractmethod</span>
+</span><span id="Context-176"><a href="#Context-176"><span class="linenos">176</span></a>  <span class="k">def</span> <span class="nf">get_counter</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">key</span><span class="p">):</span>
+</span><span id="Context-177"><a href="#Context-177"><span class="linenos">177</span></a>    <span class="sd">&quot;&quot;&quot;get the counter of a given key in the managed state&quot;&quot;&quot;</span>
+</span><span id="Context-178"><a href="#Context-178"><span class="linenos">178</span></a>    <span class="k">pass</span>
+</span><span id="Context-179"><a href="#Context-179"><span class="linenos">179</span></a>
+</span><span id="Context-180"><a href="#Context-180"><span class="linenos">180</span></a>  <span class="nd">@abstractmethod</span>
+</span><span id="Context-181"><a href="#Context-181"><span class="linenos">181</span></a>  <span class="k">def</span> <span class="nf">del_counter</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">key</span><span class="p">):</span>
+</span><span id="Context-182"><a href="#Context-182"><span class="linenos">182</span></a>    <span class="sd">&quot;&quot;&quot;delete the counter of a given key in the managed state&quot;&quot;&quot;</span>
+</span><span id="Context-183"><a href="#Context-183"><span class="linenos">183</span></a>    <span class="k">pass</span>
+</span><span id="Context-184"><a href="#Context-184"><span class="linenos">184</span></a>
+</span><span id="Context-185"><a href="#Context-185"><span class="linenos">185</span></a>  <span class="nd">@abstractmethod</span>
+</span><span id="Context-186"><a href="#Context-186"><span class="linenos">186</span></a>  <span class="k">def</span> <span class="nf">put_state</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">key</span><span class="p">,</span> <span class="n">value</span><span class="p">):</span>
+</span><span id="Context-187"><a href="#Context-187"><span class="linenos">187</span></a>    <span class="sd">&quot;&quot;&quot;update the value of a given key in the managed state&quot;&quot;&quot;</span>
+</span><span id="Context-188"><a href="#Context-188"><span class="linenos">188</span></a>    <span class="k">pass</span>
+</span><span id="Context-189"><a href="#Context-189"><span class="linenos">189</span></a>
+</span><span id="Context-190"><a href="#Context-190"><span class="linenos">190</span></a>  <span class="nd">@abstractmethod</span>
+</span><span id="Context-191"><a href="#Context-191"><span class="linenos">191</span></a>  <span class="k">def</span> <span class="nf">get_state</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">key</span><span class="p">):</span>
+</span><span id="Context-192"><a href="#Context-192"><span class="linenos">192</span></a>    <span class="sd">&quot;&quot;&quot;get the value of a given key in the managed state&quot;&quot;&quot;</span>
+</span><span id="Context-193"><a href="#Context-193"><span class="linenos">193</span></a>    <span class="k">pass</span>
+</span></pre></div>
+
+
+            <div class="docstring"><p>Interface defining information available at process time</p>
+</div>
+
+
+                            <div id="Context.__init__" class="classattr">
+                                <div class="attr function">
+            
+        <span class="name">Context</span><span class="signature pdoc-code condensed">()</span>
+
+        
+    </div>
+    <a class="headerlink" href="#Context.__init__"></a>
+    
+    
+
+                            </div>
+                            <div id="Context.get_message_id" class="classattr">
+                                        <input id="Context.get_message_id-view-source" class="view-source-toggle-state" type="checkbox" aria-hidden="true" tabindex="-1">
+<div class="attr function">
+                    <div class="decorator">@abstractmethod</div>
+
+        <span class="def">def</span>
+        <span class="name">get_message_id</span><span class="signature pdoc-code condensed">(<span class="param"><span class="bp">self</span></span>)</span>
+
+                <label class="view-source-button" for="Context.get_message_id-view-source"><span>View Source</span></label>
+
+    </div>
+    <a class="headerlink" href="#Context.get_message_id"></a>
+            <div class="pdoc-code codehilite"><pre><span></span><span id="Context.get_message_id-48"><a href="#Context.get_message_id-48"><span class="linenos">48</span></a>  <span class="nd">@abstractmethod</span>
+</span><span id="Context.get_message_id-49"><a href="#Context.get_message_id-49"><span class="linenos">49</span></a>  <span class="k">def</span> <span class="nf">get_message_id</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="Context.get_message_id-50"><a href="#Context.get_message_id-50"><span class="linenos">50</span></a>    <span class="sd">&quot;&quot;&quot;Return the messageid of the current message that we are processing&quot;&quot;&quot;</span>
+</span><span id="Context.get_message_id-51"><a href="#Context.get_message_id-51"><span class="linenos">51</span></a>    <span class="k">pass</span>
+</span></pre></div>
+
+
+            <div class="docstring"><p>Return the messageid of the current message that we are processing</p>
+</div>
+
+
+                            </div>
+                            <div id="Context.get_message_key" class="classattr">
+                                        <input id="Context.get_message_key-view-source" class="view-source-toggle-state" type="checkbox" aria-hidden="true" tabindex="-1">
+<div class="attr function">
+                    <div class="decorator">@abstractmethod</div>
+
+        <span class="def">def</span>
+        <span class="name">get_message_key</span><span class="signature pdoc-code condensed">(<span class="param"><span class="bp">self</span></span>)</span>
+
+                <label class="view-source-button" for="Context.get_message_key-view-source"><span>View Source</span></label>
+
+    </div>
+    <a class="headerlink" href="#Context.get_message_key"></a>
+            <div class="pdoc-code codehilite"><pre><span></span><span id="Context.get_message_key-53"><a href="#Context.get_message_key-53"><span class="linenos">53</span></a>  <span class="nd">@abstractmethod</span>
+</span><span id="Context.get_message_key-54"><a href="#Context.get_message_key-54"><span class="linenos">54</span></a>  <span class="k">def</span> <span class="nf">get_message_key</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="Context.get_message_key-55"><a href="#Context.get_message_key-55"><span class="linenos">55</span></a>    <span class="sd">&quot;&quot;&quot;Return the key of the current message that we are processing&quot;&quot;&quot;</span>
+</span><span id="Context.get_message_key-56"><a href="#Context.get_message_key-56"><span class="linenos">56</span></a>    <span class="k">pass</span>
+</span></pre></div>
+
+
+            <div class="docstring"><p>Return the key of the current message that we are processing</p>
+</div>
+
+
+                            </div>
+                            <div id="Context.get_message_eventtime" class="classattr">
+                                        <input id="Context.get_message_eventtime-view-source" class="view-source-toggle-state" type="checkbox" aria-hidden="true" tabindex="-1">
+<div class="attr function">
+                    <div class="decorator">@abstractmethod</div>
+
+        <span class="def">def</span>
+        <span class="name">get_message_eventtime</span><span class="signature pdoc-code condensed">(<span class="param"><span class="bp">self</span></span>)</span>
+
+                <label class="view-source-button" for="Context.get_message_eventtime-view-source"><span>View Source</span></label>
+
+    </div>
+    <a class="headerlink" href="#Context.get_message_eventtime"></a>
+            <div class="pdoc-code codehilite"><pre><span></span><span id="Context.get_message_eventtime-58"><a href="#Context.get_message_eventtime-58"><span class="linenos">58</span></a>  <span class="nd">@abstractmethod</span>
+</span><span id="Context.get_message_eventtime-59"><a href="#Context.get_message_eventtime-59"><span class="linenos">59</span></a>  <span class="k">def</span> <span class="nf">get_message_eventtime</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="Context.get_message_eventtime-60"><a href="#Context.get_message_eventtime-60"><span class="linenos">60</span></a>    <span class="sd">&quot;&quot;&quot;Return the event time of the current message that we are processing&quot;&quot;&quot;</span>
+</span><span id="Context.get_message_eventtime-61"><a href="#Context.get_message_eventtime-61"><span class="linenos">61</span></a>    <span class="k">pass</span>
+</span></pre></div>
+
+
+            <div class="docstring"><p>Return the event time of the current message that we are processing</p>
+</div>
+
+
+                            </div>
+                            <div id="Context.get_message_properties" class="classattr">
+                                        <input id="Context.get_message_properties-view-source" class="view-source-toggle-state" type="checkbox" aria-hidden="true" tabindex="-1">
+<div class="attr function">
+                    <div class="decorator">@abstractmethod</div>
+
+        <span class="def">def</span>
+        <span class="name">get_message_properties</span><span class="signature pdoc-code condensed">(<span class="param"><span class="bp">self</span></span>)</span>
+
+                <label class="view-source-button" for="Context.get_message_properties-view-source"><span>View Source</span></label>
+
+    </div>
+    <a class="headerlink" href="#Context.get_message_properties"></a>
+            <div class="pdoc-code codehilite"><pre><span></span><span id="Context.get_message_properties-63"><a href="#Context.get_message_properties-63"><span class="linenos">63</span></a>  <span class="nd">@abstractmethod</span>
+</span><span id="Context.get_message_properties-64"><a href="#Context.get_message_properties-64"><span class="linenos">64</span></a>  <span class="k">def</span> <span class="nf">get_message_properties</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="Context.get_message_properties-65"><a href="#Context.get_message_properties-65"><span class="linenos">65</span></a>    <span class="sd">&quot;&quot;&quot;Return the message properties kv map of the current message that we are processing&quot;&quot;&quot;</span>
+</span><span id="Context.get_message_properties-66"><a href="#Context.get_message_properties-66"><span class="linenos">66</span></a>    <span class="k">pass</span>
+</span></pre></div>
+
+
+            <div class="docstring"><p>Return the message properties kv map of the current message that we are processing</p>
+</div>
+
+
+                            </div>
+                            <div id="Context.get_current_message_topic_name" class="classattr">
+                                        <input id="Context.get_current_message_topic_name-view-source" class="view-source-toggle-state" type="checkbox" aria-hidden="true" tabindex="-1">
+<div class="attr function">
+                    <div class="decorator">@abstractmethod</div>
+
+        <span class="def">def</span>
+        <span class="name">get_current_message_topic_name</span><span class="signature pdoc-code condensed">(<span class="param"><span class="bp">self</span></span>)</span>
+
+                <label class="view-source-button" for="Context.get_current_message_topic_name-view-source"><span>View Source</span></label>
+
+    </div>
+    <a class="headerlink" href="#Context.get_current_message_topic_name"></a>
+            <div class="pdoc-code codehilite"><pre><span></span><span id="Context.get_current_message_topic_name-68"><a href="#Context.get_current_message_topic_name-68"><span class="linenos">68</span></a>  <span class="nd">@abstractmethod</span>
+</span><span id="Context.get_current_message_topic_name-69"><a href="#Context.get_current_message_topic_name-69"><span class="linenos">69</span></a>  <span class="k">def</span> <span class="nf">get_current_message_topic_name</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="Context.get_current_message_topic_name-70"><a href="#Context.get_current_message_topic_name-70"><span class="linenos">70</span></a>    <span class="sd">&quot;&quot;&quot;Returns the topic name of the message that we are processing&quot;&quot;&quot;</span>
+</span><span id="Context.get_current_message_topic_name-71"><a href="#Context.get_current_message_topic_name-71"><span class="linenos">71</span></a>    <span class="k">pass</span>
+</span></pre></div>
+
+
+            <div class="docstring"><p>Returns the topic name of the message that we are processing</p>
+</div>
+
+
+                            </div>
+                            <div id="Context.get_function_tenant" class="classattr">
+                                        <input id="Context.get_function_tenant-view-source" class="view-source-toggle-state" type="checkbox" aria-hidden="true" tabindex="-1">
+<div class="attr function">
+                    <div class="decorator">@abstractmethod</div>
+
+        <span class="def">def</span>
+        <span class="name">get_function_tenant</span><span class="signature pdoc-code condensed">(<span class="param"><span class="bp">self</span></span>)</span>
+
+                <label class="view-source-button" for="Context.get_function_tenant-view-source"><span>View Source</span></label>
+
+    </div>
+    <a class="headerlink" href="#Context.get_function_tenant"></a>
+            <div class="pdoc-code codehilite"><pre><span></span><span id="Context.get_function_tenant-73"><a href="#Context.get_function_tenant-73"><span class="linenos">73</span></a>  <span class="nd">@abstractmethod</span>
+</span><span id="Context.get_function_tenant-74"><a href="#Context.get_function_tenant-74"><span class="linenos">74</span></a>  <span class="k">def</span> <span class="nf">get_function_tenant</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="Context.get_function_tenant-75"><a href="#Context.get_function_tenant-75"><span class="linenos">75</span></a>    <span class="sd">&quot;&quot;&quot;Returns the tenant of the message that&#39;s being processed&quot;&quot;&quot;</span>
+</span><span id="Context.get_function_tenant-76"><a href="#Context.get_function_tenant-76"><span class="linenos">76</span></a>    <span class="k">pass</span>
+</span></pre></div>
+
+
+            <div class="docstring"><p>Returns the tenant of the message that's being processed</p>
+</div>
+
+
+                            </div>
+                            <div id="Context.get_function_namespace" class="classattr">
+                                        <input id="Context.get_function_namespace-view-source" class="view-source-toggle-state" type="checkbox" aria-hidden="true" tabindex="-1">
+<div class="attr function">
+                    <div class="decorator">@abstractmethod</div>
+
+        <span class="def">def</span>
+        <span class="name">get_function_namespace</span><span class="signature pdoc-code condensed">(<span class="param"><span class="bp">self</span></span>)</span>
+
+                <label class="view-source-button" for="Context.get_function_namespace-view-source"><span>View Source</span></label>
+
+    </div>
+    <a class="headerlink" href="#Context.get_function_namespace"></a>
+            <div class="pdoc-code codehilite"><pre><span></span><span id="Context.get_function_namespace-78"><a href="#Context.get_function_namespace-78"><span class="linenos">78</span></a>  <span class="nd">@abstractmethod</span>
+</span><span id="Context.get_function_namespace-79"><a href="#Context.get_function_namespace-79"><span class="linenos">79</span></a>  <span class="k">def</span> <span class="nf">get_function_namespace</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="Context.get_function_namespace-80"><a href="#Context.get_function_namespace-80"><span class="linenos">80</span></a>    <span class="sd">&quot;&quot;&quot;Returns the namespace of the message that&#39;s being processed&quot;&quot;&quot;</span>
+</span></pre></div>
+
+
+            <div class="docstring"><p>Returns the namespace of the message that's being processed</p>
+</div>
+
+
+                            </div>
+                            <div id="Context.get_function_name" class="classattr">
+                                        <input id="Context.get_function_name-view-source" class="view-source-toggle-state" type="checkbox" aria-hidden="true" tabindex="-1">
+<div class="attr function">
+                    <div class="decorator">@abstractmethod</div>
+
+        <span class="def">def</span>
+        <span class="name">get_function_name</span><span class="signature pdoc-code condensed">(<span class="param"><span class="bp">self</span></span>)</span>
+
+                <label class="view-source-button" for="Context.get_function_name-view-source"><span>View Source</span></label>
+
+    </div>
+    <a class="headerlink" href="#Context.get_function_name"></a>
+            <div class="pdoc-code codehilite"><pre><span></span><span id="Context.get_function_name-82"><a href="#Context.get_function_name-82"><span class="linenos">82</span></a>  <span class="nd">@abstractmethod</span>
+</span><span id="Context.get_function_name-83"><a href="#Context.get_function_name-83"><span class="linenos">83</span></a>  <span class="k">def</span> <span class="nf">get_function_name</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="Context.get_function_name-84"><a href="#Context.get_function_name-84"><span class="linenos">84</span></a>    <span class="sd">&quot;&quot;&quot;Returns the function name that we are a part of&quot;&quot;&quot;</span>
+</span><span id="Context.get_function_name-85"><a href="#Context.get_function_name-85"><span class="linenos">85</span></a>    <span class="k">pass</span>
+</span></pre></div>
+
+
+            <div class="docstring"><p>Returns the function name that we are a part of</p>
+</div>
+
+
+                            </div>
+                            <div id="Context.get_function_id" class="classattr">
+                                        <input id="Context.get_function_id-view-source" class="view-source-toggle-state" type="checkbox" aria-hidden="true" tabindex="-1">
+<div class="attr function">
+                    <div class="decorator">@abstractmethod</div>
+
+        <span class="def">def</span>
+        <span class="name">get_function_id</span><span class="signature pdoc-code condensed">(<span class="param"><span class="bp">self</span></span>)</span>
+
+                <label class="view-source-button" for="Context.get_function_id-view-source"><span>View Source</span></label>
+
+    </div>
+    <a class="headerlink" href="#Context.get_function_id"></a>
+            <div class="pdoc-code codehilite"><pre><span></span><span id="Context.get_function_id-87"><a href="#Context.get_function_id-87"><span class="linenos">87</span></a>  <span class="nd">@abstractmethod</span>
+</span><span id="Context.get_function_id-88"><a href="#Context.get_function_id-88"><span class="linenos">88</span></a>  <span class="k">def</span> <span class="nf">get_function_id</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="Context.get_function_id-89"><a href="#Context.get_function_id-89"><span class="linenos">89</span></a>    <span class="sd">&quot;&quot;&quot;Returns the function id that we are a part of&quot;&quot;&quot;</span>
+</span><span id="Context.get_function_id-90"><a href="#Context.get_function_id-90"><span class="linenos">90</span></a>    <span class="k">pass</span>
+</span></pre></div>
+
+
+            <div class="docstring"><p>Returns the function id that we are a part of</p>
+</div>
+
+
+                            </div>
+                            <div id="Context.get_instance_id" class="classattr">
+                                        <input id="Context.get_instance_id-view-source" class="view-source-toggle-state" type="checkbox" aria-hidden="true" tabindex="-1">
+<div class="attr function">
+                    <div class="decorator">@abstractmethod</div>
+
+        <span class="def">def</span>
+        <span class="name">get_instance_id</span><span class="signature pdoc-code condensed">(<span class="param"><span class="bp">self</span></span>)</span>
+
+                <label class="view-source-button" for="Context.get_instance_id-view-source"><span>View Source</span></label>
+
+    </div>
+    <a class="headerlink" href="#Context.get_instance_id"></a>
+            <div class="pdoc-code codehilite"><pre><span></span><span id="Context.get_instance_id-92"><a href="#Context.get_instance_id-92"><span class="linenos">92</span></a>  <span class="nd">@abstractmethod</span>
+</span><span id="Context.get_instance_id-93"><a href="#Context.get_instance_id-93"><span class="linenos">93</span></a>  <span class="k">def</span> <span class="nf">get_instance_id</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="Context.get_instance_id-94"><a href="#Context.get_instance_id-94"><span class="linenos">94</span></a>    <span class="sd">&quot;&quot;&quot;Returns the instance id that is executing the function&quot;&quot;&quot;</span>
+</span><span id="Context.get_instance_id-95"><a href="#Context.get_instance_id-95"><span class="linenos">95</span></a>    <span class="k">pass</span>
+</span></pre></div>
+
+
+            <div class="docstring"><p>Returns the instance id that is executing the function</p>
+</div>
+
+
+                            </div>
+                            <div id="Context.get_function_version" class="classattr">
+                                        <input id="Context.get_function_version-view-source" class="view-source-toggle-state" type="checkbox" aria-hidden="true" tabindex="-1">
+<div class="attr function">
+                    <div class="decorator">@abstractmethod</div>
+
+        <span class="def">def</span>
+        <span class="name">get_function_version</span><span class="signature pdoc-code condensed">(<span class="param"><span class="bp">self</span></span>)</span>
+
+                <label class="view-source-button" for="Context.get_function_version-view-source"><span>View Source</span></label>
+
+    </div>
+    <a class="headerlink" href="#Context.get_function_version"></a>
+            <div class="pdoc-code codehilite"><pre><span></span><span id="Context.get_function_version-97"><a href="#Context.get_function_version-97"><span class="linenos"> 97</span></a>  <span class="nd">@abstractmethod</span>
+</span><span id="Context.get_function_version-98"><a href="#Context.get_function_version-98"><span class="linenos"> 98</span></a>  <span class="k">def</span> <span class="nf">get_function_version</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="Context.get_function_version-99"><a href="#Context.get_function_version-99"><span class="linenos"> 99</span></a>    <span class="sd">&quot;&quot;&quot;Returns the version of function that we are executing&quot;&quot;&quot;</span>
+</span><span id="Context.get_function_version-100"><a href="#Context.get_function_version-100"><span class="linenos">100</span></a>    <span class="k">pass</span>
+</span></pre></div>
+
+
+            <div class="docstring"><p>Returns the version of function that we are executing</p>
+</div>
+
+
+                            </div>
+                            <div id="Context.get_logger" class="classattr">
+                                        <input id="Context.get_logger-view-source" class="view-source-toggle-state" type="checkbox" aria-hidden="true" tabindex="-1">
+<div class="attr function">
+                    <div class="decorator">@abstractmethod</div>
+
+        <span class="def">def</span>
+        <span class="name">get_logger</span><span class="signature pdoc-code condensed">(<span class="param"><span class="bp">self</span></span>)</span>
+
+                <label class="view-source-button" for="Context.get_logger-view-source"><span>View Source</span></label>
+
+    </div>
+    <a class="headerlink" href="#Context.get_logger"></a>
+            <div class="pdoc-code codehilite"><pre><span></span><span id="Context.get_logger-102"><a href="#Context.get_logger-102"><span class="linenos">102</span></a>  <span class="nd">@abstractmethod</span>
+</span><span id="Context.get_logger-103"><a href="#Context.get_logger-103"><span class="linenos">103</span></a>  <span class="k">def</span> <span class="nf">get_logger</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="Context.get_logger-104"><a href="#Context.get_logger-104"><span class="linenos">104</span></a>    <span class="sd">&quot;&quot;&quot;Returns the logger object that can be used to do logging&quot;&quot;&quot;</span>
+</span><span id="Context.get_logger-105"><a href="#Context.get_logger-105"><span class="linenos">105</span></a>    <span class="k">pass</span>
+</span></pre></div>
+
+
+            <div class="docstring"><p>Returns the logger object that can be used to do logging</p>
+</div>
+
+
+                            </div>
+                            <div id="Context.get_user_config_value" class="classattr">
+                                        <input id="Context.get_user_config_value-view-source" class="view-source-toggle-state" type="checkbox" aria-hidden="true" tabindex="-1">
+<div class="attr function">
+                    <div class="decorator">@abstractmethod</div>
+
+        <span class="def">def</span>
+        <span class="name">get_user_config_value</span><span class="signature pdoc-code condensed">(<span class="param"><span class="bp">self</span>, </span><span class="param"><span class="n">key</span></span>)</span>
+
+                <label class="view-source-button" for="Context.get_user_config_value-view-source"><span>View Source</span></label>
+
+    </div>
+    <a class="headerlink" href="#Context.get_user_config_value"></a>
+            <div class="pdoc-code codehilite"><pre><span></span><span id="Context.get_user_config_value-107"><a href="#Context.get_user_config_value-107"><span class="linenos">107</span></a>  <span class="nd">@abstractmethod</span>
+</span><span id="Context.get_user_config_value-108"><a href="#Context.get_user_config_value-108"><span class="linenos">108</span></a>  <span class="k">def</span> <span class="nf">get_user_config_value</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">key</span><span class="p">):</span>
+</span><span id="Context.get_user_config_value-109"><a href="#Context.get_user_config_value-109"><span class="linenos">109</span></a>    <span class="sd">&quot;&quot;&quot;Returns the value of the user-defined config. If the key doesn&#39;t exist, None is returned&quot;&quot;&quot;</span>
+</span><span id="Context.get_user_config_value-110"><a href="#Context.get_user_config_value-110"><span class="linenos">110</span></a>    <span class="k">pass</span>
+</span></pre></div>
+
+
+            <div class="docstring"><p>Returns the value of the user-defined config. If the key doesn't exist, None is returned</p>
+</div>
+
+
+                            </div>
+                            <div id="Context.get_user_config_map" class="classattr">
+                                        <input id="Context.get_user_config_map-view-source" class="view-source-toggle-state" type="checkbox" aria-hidden="true" tabindex="-1">
+<div class="attr function">
+                    <div class="decorator">@abstractmethod</div>
+
+        <span class="def">def</span>
+        <span class="name">get_user_config_map</span><span class="signature pdoc-code condensed">(<span class="param"><span class="bp">self</span></span>)</span>
+
+                <label class="view-source-button" for="Context.get_user_config_map-view-source"><span>View Source</span></label>
+
+    </div>
+    <a class="headerlink" href="#Context.get_user_config_map"></a>
+            <div class="pdoc-code codehilite"><pre><span></span><span id="Context.get_user_config_map-112"><a href="#Context.get_user_config_map-112"><span class="linenos">112</span></a>  <span class="nd">@abstractmethod</span>
+</span><span id="Context.get_user_config_map-113"><a href="#Context.get_user_config_map-113"><span class="linenos">113</span></a>  <span class="k">def</span> <span class="nf">get_user_config_map</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="Context.get_user_config_map-114"><a href="#Context.get_user_config_map-114"><span class="linenos">114</span></a>    <span class="sd">&quot;&quot;&quot;Returns the entire user-defined config as a dict (the dict will be empty if no user-defined config is supplied)&quot;&quot;&quot;</span>
+</span><span id="Context.get_user_config_map-115"><a href="#Context.get_user_config_map-115"><span class="linenos">115</span></a>    <span class="k">pass</span>
+</span></pre></div>
+
+
+            <div class="docstring"><p>Returns the entire user-defined config as a dict (the dict will be empty if no user-defined config is supplied)</p>
+</div>
+
+
+                            </div>
+                            <div id="Context.get_secret" class="classattr">
+                                        <input id="Context.get_secret-view-source" class="view-source-toggle-state" type="checkbox" aria-hidden="true" tabindex="-1">
+<div class="attr function">
+                    <div class="decorator">@abstractmethod</div>
+
+        <span class="def">def</span>
+        <span class="name">get_secret</span><span class="signature pdoc-code condensed">(<span class="param"><span class="bp">self</span>, </span><span class="param"><span class="n">secret_name</span></span>)</span>
+
+                <label class="view-source-button" for="Context.get_secret-view-source"><span>View Source</span></label>
+
+    </div>
+    <a class="headerlink" href="#Context.get_secret"></a>
+            <div class="pdoc-code codehilite"><pre><span></span><span id="Context.get_secret-117"><a href="#Context.get_secret-117"><span class="linenos">117</span></a>  <span class="nd">@abstractmethod</span>
+</span><span id="Context.get_secret-118"><a href="#Context.get_secret-118"><span class="linenos">118</span></a>  <span class="k">def</span> <span class="nf">get_secret</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">secret_name</span><span class="p">):</span>
+</span><span id="Context.get_secret-119"><a href="#Context.get_secret-119"><span class="linenos">119</span></a>    <span class="sd">&quot;&quot;&quot;Returns the secret value associated with the name. None if nothing was found&quot;&quot;&quot;</span>
+</span><span id="Context.get_secret-120"><a href="#Context.get_secret-120"><span class="linenos">120</span></a>    <span class="k">pass</span>
+</span></pre></div>
+
+
+            <div class="docstring"><p>Returns the secret value associated with the name. None if nothing was found</p>
+</div>
+
+
+                            </div>
+                            <div id="Context.get_partition_key" class="classattr">
+                                        <input id="Context.get_partition_key-view-source" class="view-source-toggle-state" type="checkbox" aria-hidden="true" tabindex="-1">
+<div class="attr function">
+                    <div class="decorator">@abstractmethod</div>
+
+        <span class="def">def</span>
+        <span class="name">get_partition_key</span><span class="signature pdoc-code condensed">(<span class="param"><span class="bp">self</span></span>)</span>
+
+                <label class="view-source-button" for="Context.get_partition_key-view-source"><span>View Source</span></label>
+
+    </div>
+    <a class="headerlink" href="#Context.get_partition_key"></a>
+            <div class="pdoc-code codehilite"><pre><span></span><span id="Context.get_partition_key-122"><a href="#Context.get_partition_key-122"><span class="linenos">122</span></a>  <span class="nd">@abstractmethod</span>
+</span><span id="Context.get_partition_key-123"><a href="#Context.get_partition_key-123"><span class="linenos">123</span></a>  <span class="k">def</span> <span class="nf">get_partition_key</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="Context.get_partition_key-124"><a href="#Context.get_partition_key-124"><span class="linenos">124</span></a>    <span class="sd">&quot;&quot;&quot;Returns partition key of the input message is one exists&quot;&quot;&quot;</span>
+</span><span id="Context.get_partition_key-125"><a href="#Context.get_partition_key-125"><span class="linenos">125</span></a>    <span class="k">pass</span>
+</span></pre></div>
+
+
+            <div class="docstring"><p>Returns partition key of the input message is one exists</p>
+</div>
+
+
+                            </div>
+                            <div id="Context.record_metric" class="classattr">
+                                        <input id="Context.record_metric-view-source" class="view-source-toggle-state" type="checkbox" aria-hidden="true" tabindex="-1">
+<div class="attr function">
+                    <div class="decorator">@abstractmethod</div>
+
+        <span class="def">def</span>
+        <span class="name">record_metric</span><span class="signature pdoc-code condensed">(<span class="param"><span class="bp">self</span>, </span><span class="param"><span class="n">metric_name</span>, </span><span class="param"><span class="n">metric_value</span></span>)</span>
+
+                <label class="view-source-button" for="Context.record_metric-view-source"><span>View Source</span></label>
+
+    </div>
+    <a class="headerlink" href="#Context.record_metric"></a>
+            <div class="pdoc-code codehilite"><pre><span></span><span id="Context.record_metric-128"><a href="#Context.record_metric-128"><span class="linenos">128</span></a>  <span class="nd">@abstractmethod</span>
+</span><span id="Context.record_metric-129"><a href="#Context.record_metric-129"><span class="linenos">129</span></a>  <span class="k">def</span> <span class="nf">record_metric</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">metric_name</span><span class="p">,</span> <span class="n">metric_value</span><span class="p">):</span>
+</span><span id="Context.record_metric-130"><a href="#Context.record_metric-130"><span class="linenos">130</span></a>    <span class="sd">&quot;&quot;&quot;Records the metric_value. metric_value has to satisfy isinstance(metric_value, numbers.Number)&quot;&quot;&quot;</span>
+</span><span id="Context.record_metric-131"><a href="#Context.record_metric-131"><span class="linenos">131</span></a>    <span class="k">pass</span>
+</span></pre></div>
+
+
+            <div class="docstring"><p>Records the metric_value. metric_value has to satisfy isinstance(metric_value, numbers.Number)</p>
+</div>
+
+
+                            </div>
+                            <div id="Context.publish" class="classattr">
+                                        <input id="Context.publish-view-source" class="view-source-toggle-state" type="checkbox" aria-hidden="true" tabindex="-1">
+<div class="attr function">
+                    <div class="decorator">@abstractmethod</div>
+
+        <span class="def">def</span>
+        <span class="name">publish</span><span class="signature pdoc-code multiline">(<span class="param">	<span class="bp">self</span>,</span><span class="param">	<span class="n">topic_name</span>,</span><span class="param">	<span class="n">message</span>,</span><span class="param">	<span class="n">serde_class_name</span><span class="o">=</span><span class="s1">&#39;serde.IdentitySerDe&#39;</span>,</span><span class="param">	<span class="n">properties</span><span class="o">=</span><span [...]
+
+                <label class="view-source-button" for="Context.publish-view-source"><span>View Source</span></label>
+
+    </div>
+    <a class="headerlink" href="#Context.publish"></a>
+            <div class="pdoc-code codehilite"><pre><span></span><span id="Context.publish-133"><a href="#Context.publish-133"><span class="linenos">133</span></a>  <span class="nd">@abstractmethod</span>
+</span><span id="Context.publish-134"><a href="#Context.publish-134"><span class="linenos">134</span></a>  <span class="k">def</span> <span class="nf">publish</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">topic_name</span><span class="p">,</span> <span class="n">message</span><span class="p">,</span> <span class="n">serde_class_name</span><span class="o">=</span><span class="s2">&quot;serde.IdentitySerDe&quot;</span><span class="p">,</ [...]
+</span><span id="Context.publish-135"><a href="#Context.publish-135"><span class="linenos">135</span></a>    <span class="sd">&quot;&quot;&quot;Publishes message to topic_name by first serializing the message using serde_class_name serde</span>
+</span><span id="Context.publish-136"><a href="#Context.publish-136"><span class="linenos">136</span></a><span class="sd">    The message will have properties specified if any</span>
+</span><span id="Context.publish-137"><a href="#Context.publish-137"><span class="linenos">137</span></a>
+</span><span id="Context.publish-138"><a href="#Context.publish-138"><span class="linenos">138</span></a><span class="sd">    The available options for message_conf:</span>
+</span><span id="Context.publish-139"><a href="#Context.publish-139"><span class="linenos">139</span></a>
+</span><span id="Context.publish-140"><a href="#Context.publish-140"><span class="linenos">140</span></a><span class="sd">      properties,</span>
+</span><span id="Context.publish-141"><a href="#Context.publish-141"><span class="linenos">141</span></a><span class="sd">      partition_key,</span>
+</span><span id="Context.publish-142"><a href="#Context.publish-142"><span class="linenos">142</span></a><span class="sd">      sequence_id,</span>
+</span><span id="Context.publish-143"><a href="#Context.publish-143"><span class="linenos">143</span></a><span class="sd">      replication_clusters,</span>
+</span><span id="Context.publish-144"><a href="#Context.publish-144"><span class="linenos">144</span></a><span class="sd">      disable_replication,</span>
+</span><span id="Context.publish-145"><a href="#Context.publish-145"><span class="linenos">145</span></a><span class="sd">      event_timestamp</span>
+</span><span id="Context.publish-146"><a href="#Context.publish-146"><span class="linenos">146</span></a>
+</span><span id="Context.publish-147"><a href="#Context.publish-147"><span class="linenos">147</span></a><span class="sd">    &quot;&quot;&quot;</span>
+</span><span id="Context.publish-148"><a href="#Context.publish-148"><span class="linenos">148</span></a>    <span class="k">pass</span>
+</span></pre></div>
+
+
+            <div class="docstring"><p>Publishes message to topic_name by first serializing the message using serde_class_name serde
+The message will have properties specified if any</p>
+
+<p>The available options for message_conf:</p>
+
+<p>properties,
+  partition_key,
+  sequence_id,
+  replication_clusters,
+  disable_replication,
+  event_timestamp</p>
+</div>
+
+
+                            </div>
+                            <div id="Context.get_input_topics" class="classattr">
+                                        <input id="Context.get_input_topics-view-source" class="view-source-toggle-state" type="checkbox" aria-hidden="true" tabindex="-1">
+<div class="attr function">
+                    <div class="decorator">@abstractmethod</div>
+
+        <span class="def">def</span>
+        <span class="name">get_input_topics</span><span class="signature pdoc-code condensed">(<span class="param"><span class="bp">self</span></span>)</span>
+
+                <label class="view-source-button" for="Context.get_input_topics-view-source"><span>View Source</span></label>
+
+    </div>
+    <a class="headerlink" href="#Context.get_input_topics"></a>
+            <div class="pdoc-code codehilite"><pre><span></span><span id="Context.get_input_topics-150"><a href="#Context.get_input_topics-150"><span class="linenos">150</span></a>  <span class="nd">@abstractmethod</span>
+</span><span id="Context.get_input_topics-151"><a href="#Context.get_input_topics-151"><span class="linenos">151</span></a>  <span class="k">def</span> <span class="nf">get_input_topics</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="Context.get_input_topics-152"><a href="#Context.get_input_topics-152"><span class="linenos">152</span></a>    <span class="sd">&quot;&quot;&quot;Returns the input topics of function&quot;&quot;&quot;</span>
+</span><span id="Context.get_input_topics-153"><a href="#Context.get_input_topics-153"><span class="linenos">153</span></a>    <span class="k">pass</span>
+</span></pre></div>
+
+
+            <div class="docstring"><p>Returns the input topics of function</p>
+</div>
+
+
+                            </div>
+                            <div id="Context.get_output_topic" class="classattr">
+                                        <input id="Context.get_output_topic-view-source" class="view-source-toggle-state" type="checkbox" aria-hidden="true" tabindex="-1">
+<div class="attr function">
+                    <div class="decorator">@abstractmethod</div>
+
+        <span class="def">def</span>
+        <span class="name">get_output_topic</span><span class="signature pdoc-code condensed">(<span class="param"><span class="bp">self</span></span>)</span>
+
+                <label class="view-source-button" for="Context.get_output_topic-view-source"><span>View Source</span></label>
+
+    </div>
+    <a class="headerlink" href="#Context.get_output_topic"></a>
+            <div class="pdoc-code codehilite"><pre><span></span><span id="Context.get_output_topic-155"><a href="#Context.get_output_topic-155"><span class="linenos">155</span></a>  <span class="nd">@abstractmethod</span>
+</span><span id="Context.get_output_topic-156"><a href="#Context.get_output_topic-156"><span class="linenos">156</span></a>  <span class="k">def</span> <span class="nf">get_output_topic</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="Context.get_output_topic-157"><a href="#Context.get_output_topic-157"><span class="linenos">157</span></a>    <span class="sd">&quot;&quot;&quot;Returns the output topic of function&quot;&quot;&quot;</span>
+</span><span id="Context.get_output_topic-158"><a href="#Context.get_output_topic-158"><span class="linenos">158</span></a>    <span class="k">pass</span>
+</span></pre></div>
+
+
+            <div class="docstring"><p>Returns the output topic of function</p>
+</div>
+
+
+                            </div>
+                            <div id="Context.get_output_serde_class_name" class="classattr">
+                                        <input id="Context.get_output_serde_class_name-view-source" class="view-source-toggle-state" type="checkbox" aria-hidden="true" tabindex="-1">
+<div class="attr function">
+                    <div class="decorator">@abstractmethod</div>
+
+        <span class="def">def</span>
+        <span class="name">get_output_serde_class_name</span><span class="signature pdoc-code condensed">(<span class="param"><span class="bp">self</span></span>)</span>
+
+                <label class="view-source-button" for="Context.get_output_serde_class_name-view-source"><span>View Source</span></label>
+
+    </div>
+    <a class="headerlink" href="#Context.get_output_serde_class_name"></a>
+            <div class="pdoc-code codehilite"><pre><span></span><span id="Context.get_output_serde_class_name-160"><a href="#Context.get_output_serde_class_name-160"><span class="linenos">160</span></a>  <span class="nd">@abstractmethod</span>
+</span><span id="Context.get_output_serde_class_name-161"><a href="#Context.get_output_serde_class_name-161"><span class="linenos">161</span></a>  <span class="k">def</span> <span class="nf">get_output_serde_class_name</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="Context.get_output_serde_class_name-162"><a href="#Context.get_output_serde_class_name-162"><span class="linenos">162</span></a>    <span class="sd">&quot;&quot;&quot;return output Serde class&quot;&quot;&quot;</span>
+</span><span id="Context.get_output_serde_class_name-163"><a href="#Context.get_output_serde_class_name-163"><span class="linenos">163</span></a>    <span class="k">pass</span>
+</span></pre></div>
+
+
+            <div class="docstring"><p>return output Serde class</p>
+</div>
+
+
+                            </div>
+                            <div id="Context.ack" class="classattr">
+                                        <input id="Context.ack-view-source" class="view-source-toggle-state" type="checkbox" aria-hidden="true" tabindex="-1">
+<div class="attr function">
+                    <div class="decorator">@abstractmethod</div>
+
+        <span class="def">def</span>
+        <span class="name">ack</span><span class="signature pdoc-code condensed">(<span class="param"><span class="bp">self</span>, </span><span class="param"><span class="n">msgid</span>, </span><span class="param"><span class="n">topic</span></span>)</span>
+
+                <label class="view-source-button" for="Context.ack-view-source"><span>View Source</span></label>
+
+    </div>
+    <a class="headerlink" href="#Context.ack"></a>
+            <div class="pdoc-code codehilite"><pre><span></span><span id="Context.ack-165"><a href="#Context.ack-165"><span class="linenos">165</span></a>  <span class="nd">@abstractmethod</span>
+</span><span id="Context.ack-166"><a href="#Context.ack-166"><span class="linenos">166</span></a>  <span class="k">def</span> <span class="nf">ack</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">msgid</span><span class="p">,</span> <span class="n">topic</span><span class="p">):</span>
+</span><span id="Context.ack-167"><a href="#Context.ack-167"><span class="linenos">167</span></a>    <span class="sd">&quot;&quot;&quot;ack this message id&quot;&quot;&quot;</span>
+</span><span id="Context.ack-168"><a href="#Context.ack-168"><span class="linenos">168</span></a>    <span class="k">pass</span>
+</span></pre></div>
+
+
+            <div class="docstring"><p>ack this message id</p>
+</div>
+
+
+                            </div>
+                            <div id="Context.incr_counter" class="classattr">
+                                        <input id="Context.incr_counter-view-source" class="view-source-toggle-state" type="checkbox" aria-hidden="true" tabindex="-1">
+<div class="attr function">
+                    <div class="decorator">@abstractmethod</div>
+
+        <span class="def">def</span>
+        <span class="name">incr_counter</span><span class="signature pdoc-code condensed">(<span class="param"><span class="bp">self</span>, </span><span class="param"><span class="n">key</span>, </span><span class="param"><span class="n">amount</span></span>)</span>
+
+                <label class="view-source-button" for="Context.incr_counter-view-source"><span>View Source</span></label>
+
+    </div>
+    <a class="headerlink" href="#Context.incr_counter"></a>
+            <div class="pdoc-code codehilite"><pre><span></span><span id="Context.incr_counter-170"><a href="#Context.incr_counter-170"><span class="linenos">170</span></a>  <span class="nd">@abstractmethod</span>
+</span><span id="Context.incr_counter-171"><a href="#Context.incr_counter-171"><span class="linenos">171</span></a>  <span class="k">def</span> <span class="nf">incr_counter</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">key</span><span class="p">,</span> <span class="n">amount</span><span class="p">):</span>
+</span><span id="Context.incr_counter-172"><a href="#Context.incr_counter-172"><span class="linenos">172</span></a>    <span class="sd">&quot;&quot;&quot;incr the counter of a given key in the managed state&quot;&quot;&quot;</span>
+</span><span id="Context.incr_counter-173"><a href="#Context.incr_counter-173"><span class="linenos">173</span></a>    <span class="k">pass</span>
+</span></pre></div>
+
+
+            <div class="docstring"><p>incr the counter of a given key in the managed state</p>
+</div>
+
+
+                            </div>
+                            <div id="Context.get_counter" class="classattr">
+                                        <input id="Context.get_counter-view-source" class="view-source-toggle-state" type="checkbox" aria-hidden="true" tabindex="-1">
+<div class="attr function">
+                    <div class="decorator">@abstractmethod</div>
+
+        <span class="def">def</span>
+        <span class="name">get_counter</span><span class="signature pdoc-code condensed">(<span class="param"><span class="bp">self</span>, </span><span class="param"><span class="n">key</span></span>)</span>
+
+                <label class="view-source-button" for="Context.get_counter-view-source"><span>View Source</span></label>
+
+    </div>
+    <a class="headerlink" href="#Context.get_counter"></a>
+            <div class="pdoc-code codehilite"><pre><span></span><span id="Context.get_counter-175"><a href="#Context.get_counter-175"><span class="linenos">175</span></a>  <span class="nd">@abstractmethod</span>
+</span><span id="Context.get_counter-176"><a href="#Context.get_counter-176"><span class="linenos">176</span></a>  <span class="k">def</span> <span class="nf">get_counter</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">key</span><span class="p">):</span>
+</span><span id="Context.get_counter-177"><a href="#Context.get_counter-177"><span class="linenos">177</span></a>    <span class="sd">&quot;&quot;&quot;get the counter of a given key in the managed state&quot;&quot;&quot;</span>
+</span><span id="Context.get_counter-178"><a href="#Context.get_counter-178"><span class="linenos">178</span></a>    <span class="k">pass</span>
+</span></pre></div>
+
+
+            <div class="docstring"><p>get the counter of a given key in the managed state</p>
+</div>
+
+
+                            </div>
+                            <div id="Context.del_counter" class="classattr">
+                                        <input id="Context.del_counter-view-source" class="view-source-toggle-state" type="checkbox" aria-hidden="true" tabindex="-1">
+<div class="attr function">
+                    <div class="decorator">@abstractmethod</div>
+
+        <span class="def">def</span>
+        <span class="name">del_counter</span><span class="signature pdoc-code condensed">(<span class="param"><span class="bp">self</span>, </span><span class="param"><span class="n">key</span></span>)</span>
+
+                <label class="view-source-button" for="Context.del_counter-view-source"><span>View Source</span></label>
+
+    </div>
+    <a class="headerlink" href="#Context.del_counter"></a>
+            <div class="pdoc-code codehilite"><pre><span></span><span id="Context.del_counter-180"><a href="#Context.del_counter-180"><span class="linenos">180</span></a>  <span class="nd">@abstractmethod</span>
+</span><span id="Context.del_counter-181"><a href="#Context.del_counter-181"><span class="linenos">181</span></a>  <span class="k">def</span> <span class="nf">del_counter</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">key</span><span class="p">):</span>
+</span><span id="Context.del_counter-182"><a href="#Context.del_counter-182"><span class="linenos">182</span></a>    <span class="sd">&quot;&quot;&quot;delete the counter of a given key in the managed state&quot;&quot;&quot;</span>
+</span><span id="Context.del_counter-183"><a href="#Context.del_counter-183"><span class="linenos">183</span></a>    <span class="k">pass</span>
+</span></pre></div>
+
+
+            <div class="docstring"><p>delete the counter of a given key in the managed state</p>
+</div>
+
+
+                            </div>
+                            <div id="Context.put_state" class="classattr">
+                                        <input id="Context.put_state-view-source" class="view-source-toggle-state" type="checkbox" aria-hidden="true" tabindex="-1">
+<div class="attr function">
+                    <div class="decorator">@abstractmethod</div>
+
+        <span class="def">def</span>
+        <span class="name">put_state</span><span class="signature pdoc-code condensed">(<span class="param"><span class="bp">self</span>, </span><span class="param"><span class="n">key</span>, </span><span class="param"><span class="n">value</span></span>)</span>
+
+                <label class="view-source-button" for="Context.put_state-view-source"><span>View Source</span></label>
+
+    </div>
+    <a class="headerlink" href="#Context.put_state"></a>
+            <div class="pdoc-code codehilite"><pre><span></span><span id="Context.put_state-185"><a href="#Context.put_state-185"><span class="linenos">185</span></a>  <span class="nd">@abstractmethod</span>
+</span><span id="Context.put_state-186"><a href="#Context.put_state-186"><span class="linenos">186</span></a>  <span class="k">def</span> <span class="nf">put_state</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">key</span><span class="p">,</span> <span class="n">value</span><span class="p">):</span>
+</span><span id="Context.put_state-187"><a href="#Context.put_state-187"><span class="linenos">187</span></a>    <span class="sd">&quot;&quot;&quot;update the value of a given key in the managed state&quot;&quot;&quot;</span>
+</span><span id="Context.put_state-188"><a href="#Context.put_state-188"><span class="linenos">188</span></a>    <span class="k">pass</span>
+</span></pre></div>
+
+
+            <div class="docstring"><p>update the value of a given key in the managed state</p>
+</div>
+
+
+                            </div>
+                            <div id="Context.get_state" class="classattr">
+                                        <input id="Context.get_state-view-source" class="view-source-toggle-state" type="checkbox" aria-hidden="true" tabindex="-1">
+<div class="attr function">
+                    <div class="decorator">@abstractmethod</div>
+
+        <span class="def">def</span>
+        <span class="name">get_state</span><span class="signature pdoc-code condensed">(<span class="param"><span class="bp">self</span>, </span><span class="param"><span class="n">key</span></span>)</span>
+
+                <label class="view-source-button" for="Context.get_state-view-source"><span>View Source</span></label>
+
+    </div>
+    <a class="headerlink" href="#Context.get_state"></a>
+            <div class="pdoc-code codehilite"><pre><span></span><span id="Context.get_state-190"><a href="#Context.get_state-190"><span class="linenos">190</span></a>  <span class="nd">@abstractmethod</span>
+</span><span id="Context.get_state-191"><a href="#Context.get_state-191"><span class="linenos">191</span></a>  <span class="k">def</span> <span class="nf">get_state</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">key</span><span class="p">):</span>
+</span><span id="Context.get_state-192"><a href="#Context.get_state-192"><span class="linenos">192</span></a>    <span class="sd">&quot;&quot;&quot;get the value of a given key in the managed state&quot;&quot;&quot;</span>
+</span><span id="Context.get_state-193"><a href="#Context.get_state-193"><span class="linenos">193</span></a>    <span class="k">pass</span>
+</span></pre></div>
+
+
+            <div class="docstring"><p>get the value of a given key in the managed state</p>
+</div>
+
+
+                            </div>
+                </section>
+    </main>
+<script>
+    function escapeHTML(html) {
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+
+    function setContent(innerHTML) {
+        let elem;
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+            window.scrollTo({top: 0, left: 0, behavior: 'auto'});
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+                    `;
+
+            }
+            return html;
+        })());
+    }
+
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+        initialize();
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diff --git a/site2/website-next/static/api/python/2.9.2/pulsar/functions/function.html b/site2/website-next/static/api/python/2.9.2/pulsar/functions/function.html
new file mode 100644
index 00000000000..af361bff806
--- /dev/null
+++ b/site2/website-next/static/api/python/2.9.2/pulsar/functions/function.html
@@ -0,0 +1,377 @@
+<!doctype html>
+<html lang="en">
+<head>
+    <meta charset="utf-8">
+    <meta name="viewport" content="width=device-width, initial-scale=1">
+    <meta name="generator" content="pdoc 12.0.2"/>
+    <title>pulsar.functions.function API documentation</title>
+
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+        <div>            <a class="pdoc-button module-list-button" href="../functions.html">
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+</svg>                &nbsp;pulsar.functions</a>
+
+
+            <input type="search" placeholder="Search..." role="searchbox" aria-label="search"
+                   pattern=".+" required>
+
+        <h2>Contents</h2>
+        <ul>
+  <li><a href="#the-process-method-is-called-for-every-message-of-the-input-topic-of-the">The process method is called for every message of the input topic of the</a></li>
+  <li><a href="#function-the-incoming-input-bytes-are-deserialized-using-the-serde">function. The incoming input bytes are deserialized using the serde.</a></li>
+  <li><a href="#the-process-function-can-optionally-emit-an-output">The process function can optionally emit an output</a></li>
+</ul>
+
+
+
+        <h2>API Documentation</h2>
+            <ul class="memberlist">
+            <li>
+                    <a class="class" href="#Function">Function</a>
+                            <ul class="memberlist">
+                        <li>
+                                <a class="function" href="#Function.__init__">Function</a>
+                        </li>
+                        <li>
+                                <a class="function" href="#Function.process">process</a>
+                        </li>
+                </ul>
+
+            </li>
+    </ul>
+
+
+
+        <a class="attribution" title="pdoc: Python API documentation generator" href="https://pdoc.dev" target="_blank">
+            built with <span class="visually-hidden">pdoc</span><img
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+        </a>
+</div>
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+    <main class="pdoc">
+            <section class="module-info">
+                    <h1 class="modulename">
+<a href="./../../pulsar.html">pulsar</a><wbr>.<a href="./../functions.html">functions</a><wbr>.function    </h1>
+
+                        <div class="docstring"><p>function.py: This is the core interface of the function api.</p>
+
+<h1 id="the-process-method-is-called-for-every-message-of-the-input-topic-of-the">The process method is called for every message of the input topic of the</h1>
+
+<h1 id="function-the-incoming-input-bytes-are-deserialized-using-the-serde">function. The incoming input bytes are deserialized using the serde.</h1>
+
+<h1 id="the-process-function-can-optionally-emit-an-output">The process function can optionally emit an output</h1>
+</div>
+
+                        <input id="function-view-source" class="view-source-toggle-state" type="checkbox" aria-hidden="true" tabindex="-1">
+
+                        <label class="view-source-button" for="function-view-source"><span>View Source</span></label>
+
+                        <div class="pdoc-code codehilite"><pre><span></span><span id="L-1"><a href="#L-1"><span class="linenos"> 1</span></a><span class="ch">#!/usr/bin/env python</span>
+</span><span id="L-2"><a href="#L-2"><span class="linenos"> 2</span></a><span class="c1">#</span>
+</span><span id="L-3"><a href="#L-3"><span class="linenos"> 3</span></a><span class="c1"># Licensed to the Apache Software Foundation (ASF) under one</span>
+</span><span id="L-4"><a href="#L-4"><span class="linenos"> 4</span></a><span class="c1"># or more contributor license agreements.  See the NOTICE file</span>
+</span><span id="L-5"><a href="#L-5"><span class="linenos"> 5</span></a><span class="c1"># distributed with this work for additional information</span>
+</span><span id="L-6"><a href="#L-6"><span class="linenos"> 6</span></a><span class="c1"># regarding copyright ownership.  The ASF licenses this file</span>
+</span><span id="L-7"><a href="#L-7"><span class="linenos"> 7</span></a><span class="c1"># to you under the Apache License, Version 2.0 (the</span>
+</span><span id="L-8"><a href="#L-8"><span class="linenos"> 8</span></a><span class="c1"># &quot;License&quot;); you may not use this file except in compliance</span>
+</span><span id="L-9"><a href="#L-9"><span class="linenos"> 9</span></a><span class="c1"># with the License.  You may obtain a copy of the License at</span>
+</span><span id="L-10"><a href="#L-10"><span class="linenos">10</span></a><span class="c1">#</span>
+</span><span id="L-11"><a href="#L-11"><span class="linenos">11</span></a><span class="c1">#   http://www.apache.org/licenses/LICENSE-2.0</span>
+</span><span id="L-12"><a href="#L-12"><span class="linenos">12</span></a><span class="c1">#</span>
+</span><span id="L-13"><a href="#L-13"><span class="linenos">13</span></a><span class="c1"># Unless required by applicable law or agreed to in writing,</span>
+</span><span id="L-14"><a href="#L-14"><span class="linenos">14</span></a><span class="c1"># software distributed under the License is distributed on an</span>
+</span><span id="L-15"><a href="#L-15"><span class="linenos">15</span></a><span class="c1"># &quot;AS IS&quot; BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY</span>
+</span><span id="L-16"><a href="#L-16"><span class="linenos">16</span></a><span class="c1"># KIND, either express or implied.  See the License for the</span>
+</span><span id="L-17"><a href="#L-17"><span class="linenos">17</span></a><span class="c1"># specific language governing permissions and limitations</span>
+</span><span id="L-18"><a href="#L-18"><span class="linenos">18</span></a><span class="c1"># under the License.</span>
+</span><span id="L-19"><a href="#L-19"><span class="linenos">19</span></a><span class="c1">#</span>
+</span><span id="L-20"><a href="#L-20"><span class="linenos">20</span></a>
+</span><span id="L-21"><a href="#L-21"><span class="linenos">21</span></a><span class="c1"># -*- encoding: utf-8 -*-</span>
+</span><span id="L-22"><a href="#L-22"><span class="linenos">22</span></a>
+</span><span id="L-23"><a href="#L-23"><span class="linenos">23</span></a><span class="c1"># Licensed to the Apache Software Foundation (ASF) under one</span>
+</span><span id="L-24"><a href="#L-24"><span class="linenos">24</span></a><span class="c1"># or more contributor license agreements.  See the NOTICE file</span>
+</span><span id="L-25"><a href="#L-25"><span class="linenos">25</span></a><span class="c1"># distributed with this work for additional information</span>
+</span><span id="L-26"><a href="#L-26"><span class="linenos">26</span></a><span class="c1"># regarding copyright ownership.  The ASF licenses this file</span>
+</span><span id="L-27"><a href="#L-27"><span class="linenos">27</span></a><span class="c1"># to you under the Apache License, Version 2.0 (the</span>
+</span><span id="L-28"><a href="#L-28"><span class="linenos">28</span></a><span class="c1"># &quot;License&quot;); you may not use this file except in compliance</span>
+</span><span id="L-29"><a href="#L-29"><span class="linenos">29</span></a><span class="c1"># with the License.  You may obtain a copy of the License at</span>
+</span><span id="L-30"><a href="#L-30"><span class="linenos">30</span></a><span class="c1">#</span>
+</span><span id="L-31"><a href="#L-31"><span class="linenos">31</span></a><span class="c1">#   http://www.apache.org/licenses/LICENSE-2.0</span>
+</span><span id="L-32"><a href="#L-32"><span class="linenos">32</span></a><span class="c1">#</span>
+</span><span id="L-33"><a href="#L-33"><span class="linenos">33</span></a><span class="c1"># Unless required by applicable law or agreed to in writing,</span>
+</span><span id="L-34"><a href="#L-34"><span class="linenos">34</span></a><span class="c1"># software distributed under the License is distributed on an</span>
+</span><span id="L-35"><a href="#L-35"><span class="linenos">35</span></a><span class="c1"># &quot;AS IS&quot; BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY</span>
+</span><span id="L-36"><a href="#L-36"><span class="linenos">36</span></a><span class="c1"># KIND, either express or implied.  See the License for the</span>
+</span><span id="L-37"><a href="#L-37"><span class="linenos">37</span></a><span class="c1"># specific language governing permissions and limitations</span>
+</span><span id="L-38"><a href="#L-38"><span class="linenos">38</span></a><span class="c1"># under the License.</span>
+</span><span id="L-39"><a href="#L-39"><span class="linenos">39</span></a><span class="c1">#</span>
+</span><span id="L-40"><a href="#L-40"><span class="linenos">40</span></a><span class="sd">&quot;&quot;&quot;function.py: This is the core interface of the function api.</span>
+</span><span id="L-41"><a href="#L-41"><span class="linenos">41</span></a><span class="sd"># The process method is called for every message of the input topic of the</span>
+</span><span id="L-42"><a href="#L-42"><span class="linenos">42</span></a><span class="sd"># function. The incoming input bytes are deserialized using the serde.</span>
+</span><span id="L-43"><a href="#L-43"><span class="linenos">43</span></a><span class="sd"># The process function can optionally emit an output</span>
+</span><span id="L-44"><a href="#L-44"><span class="linenos">44</span></a><span class="sd">&quot;&quot;&quot;</span>
+</span><span id="L-45"><a href="#L-45"><span class="linenos">45</span></a><span class="kn">from</span> <span class="nn">abc</span> <span class="kn">import</span> <span class="n">abstractmethod</span>
+</span><span id="L-46"><a href="#L-46"><span class="linenos">46</span></a>
+</span><span id="L-47"><a href="#L-47"><span class="linenos">47</span></a><span class="k">class</span> <span class="nc">Function</span><span class="p">(</span><span class="nb">object</span><span class="p">):</span>
+</span><span id="L-48"><a href="#L-48"><span class="linenos">48</span></a>  <span class="sd">&quot;&quot;&quot;Interface for Pulsar Function&quot;&quot;&quot;</span>
+</span><span id="L-49"><a href="#L-49"><span class="linenos">49</span></a>  <span class="nd">@abstractmethod</span>
+</span><span id="L-50"><a href="#L-50"><span class="linenos">50</span></a>  <span class="k">def</span> <span class="nf">process</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="nb">input</span><span class="p">,</span> <span class="n">context</span><span class="p">):</span>
+</span><span id="L-51"><a href="#L-51"><span class="linenos">51</span></a>    <span class="sd">&quot;&quot;&quot;Process input message&quot;&quot;&quot;</span>
+</span><span id="L-52"><a href="#L-52"><span class="linenos">52</span></a>    <span class="k">pass</span>
+</span></pre></div>
+
+
+            </section>
+                <section id="Function">
+                            <input id="Function-view-source" class="view-source-toggle-state" type="checkbox" aria-hidden="true" tabindex="-1">
+<div class="attr class">
+            
+    <span class="def">class</span>
+    <span class="name">Function</span>:
+
+                <label class="view-source-button" for="Function-view-source"><span>View Source</span></label>
+
+    </div>
+    <a class="headerlink" href="#Function"></a>
+            <div class="pdoc-code codehilite"><pre><span></span><span id="Function-48"><a href="#Function-48"><span class="linenos">48</span></a><span class="k">class</span> <span class="nc">Function</span><span class="p">(</span><span class="nb">object</span><span class="p">):</span>
+</span><span id="Function-49"><a href="#Function-49"><span class="linenos">49</span></a>  <span class="sd">&quot;&quot;&quot;Interface for Pulsar Function&quot;&quot;&quot;</span>
+</span><span id="Function-50"><a href="#Function-50"><span class="linenos">50</span></a>  <span class="nd">@abstractmethod</span>
+</span><span id="Function-51"><a href="#Function-51"><span class="linenos">51</span></a>  <span class="k">def</span> <span class="nf">process</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="nb">input</span><span class="p">,</span> <span class="n">context</span><span class="p">):</span>
+</span><span id="Function-52"><a href="#Function-52"><span class="linenos">52</span></a>    <span class="sd">&quot;&quot;&quot;Process input message&quot;&quot;&quot;</span>
+</span><span id="Function-53"><a href="#Function-53"><span class="linenos">53</span></a>    <span class="k">pass</span>
+</span></pre></div>
+
+
+            <div class="docstring"><p>Interface for Pulsar Function</p>
+</div>
+
+
+                            <div id="Function.__init__" class="classattr">
+                                <div class="attr function">
+            
+        <span class="name">Function</span><span class="signature pdoc-code condensed">()</span>
+
+        
+    </div>
+    <a class="headerlink" href="#Function.__init__"></a>
+    
+    
+
+                            </div>
+                            <div id="Function.process" class="classattr">
+                                        <input id="Function.process-view-source" class="view-source-toggle-state" type="checkbox" aria-hidden="true" tabindex="-1">
+<div class="attr function">
+                    <div class="decorator">@abstractmethod</div>
+
+        <span class="def">def</span>
+        <span class="name">process</span><span class="signature pdoc-code condensed">(<span class="param"><span class="bp">self</span>, </span><span class="param"><span class="nb">input</span>, </span><span class="param"><span class="n">context</span></span>)</span>
+
+                <label class="view-source-button" for="Function.process-view-source"><span>View Source</span></label>
+
+    </div>
+    <a class="headerlink" href="#Function.process"></a>
+            <div class="pdoc-code codehilite"><pre><span></span><span id="Function.process-50"><a href="#Function.process-50"><span class="linenos">50</span></a>  <span class="nd">@abstractmethod</span>
+</span><span id="Function.process-51"><a href="#Function.process-51"><span class="linenos">51</span></a>  <span class="k">def</span> <span class="nf">process</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="nb">input</span><span class="p">,</span> <span class="n">context</span><span class="p">):</span>
+</span><span id="Function.process-52"><a href="#Function.process-52"><span class="linenos">52</span></a>    <span class="sd">&quot;&quot;&quot;Process input message&quot;&quot;&quot;</span>
+</span><span id="Function.process-53"><a href="#Function.process-53"><span class="linenos">53</span></a>    <span class="k">pass</span>
+</span></pre></div>
+
+
+            <div class="docstring"><p>Process input message</p>
+</div>
+
+
+                            </div>
+                </section>
+    </main>
+<script>
+    function escapeHTML(html) {
+        return document.createElement('div').appendChild(document.createTextNode(html)).parentNode.innerHTML;
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+
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+        let elem;
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+            elem.classList.add("pdoc");
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diff --git a/site2/website-next/static/api/python/2.9.2/pulsar/functions/serde.html b/site2/website-next/static/api/python/2.9.2/pulsar/functions/serde.html
new file mode 100644
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--- /dev/null
+++ b/site2/website-next/static/api/python/2.9.2/pulsar/functions/serde.html
@@ -0,0 +1,665 @@
+<!doctype html>
+<html lang="en">
+<head>
+    <meta charset="utf-8">
+    <meta name="viewport" content="width=device-width, initial-scale=1">
+    <meta name="generator" content="pdoc 12.0.2"/>
+    <title>pulsar.functions.serde API documentation</title>
+
+    <style>/*! * Bootstrap Reboot v5.0.0 (https://getbootstrap.com/) * Copyright 2011-2021 The Bootstrap Authors * Copyright 2011-2021 Twitter, Inc. * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE) * Forked from Normalize.css, licensed MIT (https://github.com/necolas/normalize.css/blob/master/LICENSE.md) */*,::after,::before{box-sizing:border-box}@media (prefers-reduced-motion:no-preference){:root{scroll-behavior:smooth}}body{margin:0;font-family:system-ui,-appl [...]
+    <style>/*! syntax-highlighting.css */pre{line-height:125%;}span.linenos{color:inherit; background-color:transparent; padding-left:5px; padding-right:20px;}.pdoc-code .hll{background-color:#ffffcc}.pdoc-code{background:#f8f8f8;}.pdoc-code .c{color:#3D7B7B; font-style:italic}.pdoc-code .err{border:1px solid #FF0000}.pdoc-code .k{color:#008000; font-weight:bold}.pdoc-code .o{color:#666666}.pdoc-code .ch{color:#3D7B7B; font-style:italic}.pdoc-code .cm{color:#3D7B7B; font-style:italic}.pd [...]
+    <style>/*! theme.css */:root{--pdoc-background:#fff;}.pdoc{--text:#212529;--muted:#6c757d;--link:#3660a5;--link-hover:#1659c5;--code:#f8f8f8;--active:#fff598;--accent:#eee;--accent2:#c1c1c1;--nav-hover:rgba(255, 255, 255, 0.5);--name:#0066BB;--def:#008800;--annotation:#007020;}</style>
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+        <input id="togglestate" type="checkbox" aria-hidden="true" tabindex="-1">
+        <div>            <a class="pdoc-button module-list-button" href="../functions.html">
+<svg xmlns="http://www.w3.org/2000/svg" width="16" height="16" fill="currentColor" class="bi bi-box-arrow-in-left" viewBox="0 0 16 16">
+  <path fill-rule="evenodd" d="M10 3.5a.5.5 0 0 0-.5-.5h-8a.5.5 0 0 0-.5.5v9a.5.5 0 0 0 .5.5h8a.5.5 0 0 0 .5-.5v-2a.5.5 0 0 1 1 0v2A1.5 1.5 0 0 1 9.5 14h-8A1.5 1.5 0 0 1 0 12.5v-9A1.5 1.5 0 0 1 1.5 2h8A1.5 1.5 0 0 1 11 3.5v2a.5.5 0 0 1-1 0v-2z"/>
+  <path fill-rule="evenodd" d="M4.146 8.354a.5.5 0 0 1 0-.708l3-3a.5.5 0 1 1 .708.708L5.707 7.5H14.5a.5.5 0 0 1 0 1H5.707l2.147 2.146a.5.5 0 0 1-.708.708l-3-3z"/>
+</svg>                &nbsp;pulsar.functions</a>
+
+
+            <input type="search" placeholder="Search..." role="searchbox" aria-label="search"
+                   pattern=".+" required>
+
+        <h2>Contents</h2>
+        <ul>
+  <li><a href="#everytime-a-message-is-read-from-pulsar-topic-the-serde-is-invoked-to">Everytime a message is read from pulsar topic, the serde is invoked to</a></li>
+  <li><a href="#serialize-the-bytes-into-an-object-before-invoking-the-process-method">serialize the bytes into an object before invoking the process method.</a></li>
+  <li><a href="#anytime-a-python-object-needs-to-be-written-back-to-pulsar-it-is">Anytime a python object needs to be written back to pulsar, it is</a></li>
+  <li><a href="#serialized-into-bytes-before-writing">serialized into bytes before writing.</a></li>
+</ul>
+
+
+
+        <h2>API Documentation</h2>
+            <ul class="memberlist">
+            <li>
+                    <a class="class" href="#SerDe">SerDe</a>
+                            <ul class="memberlist">
+                        <li>
+                                <a class="function" href="#SerDe.__init__">SerDe</a>
+                        </li>
+                        <li>
+                                <a class="function" href="#SerDe.serialize">serialize</a>
+                        </li>
+                        <li>
+                                <a class="function" href="#SerDe.deserialize">deserialize</a>
+                        </li>
+                </ul>
+
+            </li>
+            <li>
+                    <a class="class" href="#PickleSerDe">PickleSerDe</a>
+                            <ul class="memberlist">
+                        <li>
+                                <a class="function" href="#PickleSerDe.__init__">PickleSerDe</a>
+                        </li>
+                        <li>
+                                <a class="function" href="#PickleSerDe.serialize">serialize</a>
+                        </li>
+                        <li>
+                                <a class="function" href="#PickleSerDe.deserialize">deserialize</a>
+                        </li>
+                </ul>
+
+            </li>
+            <li>
+                    <a class="class" href="#IdentitySerDe">IdentitySerDe</a>
+                            <ul class="memberlist">
+                        <li>
+                                <a class="function" href="#IdentitySerDe.__init__">IdentitySerDe</a>
+                        </li>
+                        <li>
+                                <a class="function" href="#IdentitySerDe.serialize">serialize</a>
+                        </li>
+                        <li>
+                                <a class="function" href="#IdentitySerDe.deserialize">deserialize</a>
+                        </li>
+                </ul>
+
+            </li>
+    </ul>
+
+
+
+        <a class="attribution" title="pdoc: Python API documentation generator" href="https://pdoc.dev" target="_blank">
+            built with <span class="visually-hidden">pdoc</span><img
+                alt="pdoc logo"
+                src="data:image/svg+xml,%3Csvg%20xmlns%3D%22http%3A//www.w3.org/2000/svg%22%20role%3D%22img%22%20aria-label%3D%22pdoc%20logo%22%20width%3D%22300%22%20height%3D%22150%22%20viewBox%3D%22-1%200%2060%2030%22%3E%3Ctitle%3Epdoc%3C/title%3E%3Cpath%20d%3D%22M29.621%2021.293c-.011-.273-.214-.475-.511-.481a.5.5%200%200%200-.489.503l-.044%201.393c-.097.551-.695%201.215-1.566%201.704-.577.428-1.306.486-2.193.182-1.426-.617-2.467-1.654-3.304-2.487l-.173-.172a3.43%203.43%200%200%200-.3 [...]
+        </a>
+</div>
+    </nav>
+    <main class="pdoc">
+            <section class="module-info">
+                    <h1 class="modulename">
+<a href="./../../pulsar.html">pulsar</a><wbr>.<a href="./../functions.html">functions</a><wbr>.serde    </h1>
+
+                        <div class="docstring"><p>serde.py: SerDe defines the interface for serialization/deserialization.</p>
+
+<h1 id="everytime-a-message-is-read-from-pulsar-topic-the-serde-is-invoked-to">Everytime a message is read from pulsar topic, the serde is invoked to</h1>
+
+<h1 id="serialize-the-bytes-into-an-object-before-invoking-the-process-method">serialize the bytes into an object before invoking the process method.</h1>
+
+<h1 id="anytime-a-python-object-needs-to-be-written-back-to-pulsar-it-is">Anytime a python object needs to be written back to pulsar, it is</h1>
+
+<h1 id="serialized-into-bytes-before-writing">serialized into bytes before writing.</h1>
+</div>
+
+                        <input id="serde-view-source" class="view-source-toggle-state" type="checkbox" aria-hidden="true" tabindex="-1">
+
+                        <label class="view-source-button" for="serde-view-source"><span>View Source</span></label>
+
+                        <div class="pdoc-code codehilite"><pre><span></span><span id="L-1"><a href="#L-1"><span class="linenos"> 1</span></a><span class="ch">#!/usr/bin/env python</span>
+</span><span id="L-2"><a href="#L-2"><span class="linenos"> 2</span></a><span class="c1">#</span>
+</span><span id="L-3"><a href="#L-3"><span class="linenos"> 3</span></a><span class="c1"># Licensed to the Apache Software Foundation (ASF) under one</span>
+</span><span id="L-4"><a href="#L-4"><span class="linenos"> 4</span></a><span class="c1"># or more contributor license agreements.  See the NOTICE file</span>
+</span><span id="L-5"><a href="#L-5"><span class="linenos"> 5</span></a><span class="c1"># distributed with this work for additional information</span>
+</span><span id="L-6"><a href="#L-6"><span class="linenos"> 6</span></a><span class="c1"># regarding copyright ownership.  The ASF licenses this file</span>
+</span><span id="L-7"><a href="#L-7"><span class="linenos"> 7</span></a><span class="c1"># to you under the Apache License, Version 2.0 (the</span>
+</span><span id="L-8"><a href="#L-8"><span class="linenos"> 8</span></a><span class="c1"># &quot;License&quot;); you may not use this file except in compliance</span>
+</span><span id="L-9"><a href="#L-9"><span class="linenos"> 9</span></a><span class="c1"># with the License.  You may obtain a copy of the License at</span>
+</span><span id="L-10"><a href="#L-10"><span class="linenos">10</span></a><span class="c1">#</span>
+</span><span id="L-11"><a href="#L-11"><span class="linenos">11</span></a><span class="c1">#   http://www.apache.org/licenses/LICENSE-2.0</span>
+</span><span id="L-12"><a href="#L-12"><span class="linenos">12</span></a><span class="c1">#</span>
+</span><span id="L-13"><a href="#L-13"><span class="linenos">13</span></a><span class="c1"># Unless required by applicable law or agreed to in writing,</span>
+</span><span id="L-14"><a href="#L-14"><span class="linenos">14</span></a><span class="c1"># software distributed under the License is distributed on an</span>
+</span><span id="L-15"><a href="#L-15"><span class="linenos">15</span></a><span class="c1"># &quot;AS IS&quot; BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY</span>
+</span><span id="L-16"><a href="#L-16"><span class="linenos">16</span></a><span class="c1"># KIND, either express or implied.  See the License for the</span>
+</span><span id="L-17"><a href="#L-17"><span class="linenos">17</span></a><span class="c1"># specific language governing permissions and limitations</span>
+</span><span id="L-18"><a href="#L-18"><span class="linenos">18</span></a><span class="c1"># under the License.</span>
+</span><span id="L-19"><a href="#L-19"><span class="linenos">19</span></a><span class="c1">#</span>
+</span><span id="L-20"><a href="#L-20"><span class="linenos">20</span></a>
+</span><span id="L-21"><a href="#L-21"><span class="linenos">21</span></a><span class="c1"># -*- encoding: utf-8 -*-</span>
+</span><span id="L-22"><a href="#L-22"><span class="linenos">22</span></a>
+</span><span id="L-23"><a href="#L-23"><span class="linenos">23</span></a><span class="c1"># Licensed to the Apache Software Foundation (ASF) under one</span>
+</span><span id="L-24"><a href="#L-24"><span class="linenos">24</span></a><span class="c1"># or more contributor license agreements.  See the NOTICE file</span>
+</span><span id="L-25"><a href="#L-25"><span class="linenos">25</span></a><span class="c1"># distributed with this work for additional information</span>
+</span><span id="L-26"><a href="#L-26"><span class="linenos">26</span></a><span class="c1"># regarding copyright ownership.  The ASF licenses this file</span>
+</span><span id="L-27"><a href="#L-27"><span class="linenos">27</span></a><span class="c1"># to you under the Apache License, Version 2.0 (the</span>
+</span><span id="L-28"><a href="#L-28"><span class="linenos">28</span></a><span class="c1"># &quot;License&quot;); you may not use this file except in compliance</span>
+</span><span id="L-29"><a href="#L-29"><span class="linenos">29</span></a><span class="c1"># with the License.  You may obtain a copy of the License at</span>
+</span><span id="L-30"><a href="#L-30"><span class="linenos">30</span></a><span class="c1">#</span>
+</span><span id="L-31"><a href="#L-31"><span class="linenos">31</span></a><span class="c1">#   http://www.apache.org/licenses/LICENSE-2.0</span>
+</span><span id="L-32"><a href="#L-32"><span class="linenos">32</span></a><span class="c1">#</span>
+</span><span id="L-33"><a href="#L-33"><span class="linenos">33</span></a><span class="c1"># Unless required by applicable law or agreed to in writing,</span>
+</span><span id="L-34"><a href="#L-34"><span class="linenos">34</span></a><span class="c1"># software distributed under the License is distributed on an</span>
+</span><span id="L-35"><a href="#L-35"><span class="linenos">35</span></a><span class="c1"># &quot;AS IS&quot; BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY</span>
+</span><span id="L-36"><a href="#L-36"><span class="linenos">36</span></a><span class="c1"># KIND, either express or implied.  See the License for the</span>
+</span><span id="L-37"><a href="#L-37"><span class="linenos">37</span></a><span class="c1"># specific language governing permissions and limitations</span>
+</span><span id="L-38"><a href="#L-38"><span class="linenos">38</span></a><span class="c1"># under the License.</span>
+</span><span id="L-39"><a href="#L-39"><span class="linenos">39</span></a><span class="c1">#</span>
+</span><span id="L-40"><a href="#L-40"><span class="linenos">40</span></a><span class="sd">&quot;&quot;&quot;serde.py: SerDe defines the interface for serialization/deserialization.</span>
+</span><span id="L-41"><a href="#L-41"><span class="linenos">41</span></a><span class="sd"># Everytime a message is read from pulsar topic, the serde is invoked to</span>
+</span><span id="L-42"><a href="#L-42"><span class="linenos">42</span></a><span class="sd"># serialize the bytes into an object before invoking the process method.</span>
+</span><span id="L-43"><a href="#L-43"><span class="linenos">43</span></a><span class="sd"># Anytime a python object needs to be written back to pulsar, it is</span>
+</span><span id="L-44"><a href="#L-44"><span class="linenos">44</span></a><span class="sd"># serialized into bytes before writing.</span>
+</span><span id="L-45"><a href="#L-45"><span class="linenos">45</span></a><span class="sd">&quot;&quot;&quot;</span>
+</span><span id="L-46"><a href="#L-46"><span class="linenos">46</span></a><span class="kn">from</span> <span class="nn">abc</span> <span class="kn">import</span> <span class="n">abstractmethod</span>
+</span><span id="L-47"><a href="#L-47"><span class="linenos">47</span></a>
+</span><span id="L-48"><a href="#L-48"><span class="linenos">48</span></a><span class="kn">import</span> <span class="nn">pickle</span>
+</span><span id="L-49"><a href="#L-49"><span class="linenos">49</span></a>
+</span><span id="L-50"><a href="#L-50"><span class="linenos">50</span></a><span class="k">class</span> <span class="nc">SerDe</span><span class="p">(</span><span class="nb">object</span><span class="p">):</span>
+</span><span id="L-51"><a href="#L-51"><span class="linenos">51</span></a>  <span class="sd">&quot;&quot;&quot;Interface for Serialization/Deserialization&quot;&quot;&quot;</span>
+</span><span id="L-52"><a href="#L-52"><span class="linenos">52</span></a>  <span class="nd">@abstractmethod</span>
+</span><span id="L-53"><a href="#L-53"><span class="linenos">53</span></a>  <span class="k">def</span> <span class="nf">serialize</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="nb">input</span><span class="p">):</span>
+</span><span id="L-54"><a href="#L-54"><span class="linenos">54</span></a>    <span class="sd">&quot;&quot;&quot;Serialize input message into bytes&quot;&quot;&quot;</span>
+</span><span id="L-55"><a href="#L-55"><span class="linenos">55</span></a>    <span class="k">pass</span>
+</span><span id="L-56"><a href="#L-56"><span class="linenos">56</span></a>
+</span><span id="L-57"><a href="#L-57"><span class="linenos">57</span></a>  <span class="nd">@abstractmethod</span>
+</span><span id="L-58"><a href="#L-58"><span class="linenos">58</span></a>  <span class="k">def</span> <span class="nf">deserialize</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">input_bytes</span><span class="p">):</span>
+</span><span id="L-59"><a href="#L-59"><span class="linenos">59</span></a>    <span class="sd">&quot;&quot;&quot;Serialize input_bytes into an object&quot;&quot;&quot;</span>
+</span><span id="L-60"><a href="#L-60"><span class="linenos">60</span></a>    <span class="k">pass</span>
+</span><span id="L-61"><a href="#L-61"><span class="linenos">61</span></a>
+</span><span id="L-62"><a href="#L-62"><span class="linenos">62</span></a><span class="k">class</span> <span class="nc">PickleSerDe</span><span class="p">(</span><span class="n">SerDe</span><span class="p">):</span>
+</span><span id="L-63"><a href="#L-63"><span class="linenos">63</span></a>  <span class="sd">&quot;&quot;&quot;Pickle based serializer&quot;&quot;&quot;</span>
+</span><span id="L-64"><a href="#L-64"><span class="linenos">64</span></a>  <span class="k">def</span> <span class="nf">serialize</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="nb">input</span><span class="p">):</span>
+</span><span id="L-65"><a href="#L-65"><span class="linenos">65</span></a>      <span class="k">return</span> <span class="n">pickle</span><span class="o">.</span><span class="n">dumps</span><span class="p">(</span><span class="nb">input</span><span class="p">)</span>
+</span><span id="L-66"><a href="#L-66"><span class="linenos">66</span></a>
+</span><span id="L-67"><a href="#L-67"><span class="linenos">67</span></a>  <span class="k">def</span> <span class="nf">deserialize</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">input_bytes</span><span class="p">):</span>
+</span><span id="L-68"><a href="#L-68"><span class="linenos">68</span></a>      <span class="k">return</span> <span class="n">pickle</span><span class="o">.</span><span class="n">loads</span><span class="p">(</span><span class="n">input_bytes</span><span class="p">)</span>
+</span><span id="L-69"><a href="#L-69"><span class="linenos">69</span></a>
+</span><span id="L-70"><a href="#L-70"><span class="linenos">70</span></a><span class="k">class</span> <span class="nc">IdentitySerDe</span><span class="p">(</span><span class="n">SerDe</span><span class="p">):</span>
+</span><span id="L-71"><a href="#L-71"><span class="linenos">71</span></a>  <span class="sd">&quot;&quot;&quot;Simple Serde that just conversion to string and back&quot;&quot;&quot;</span>
+</span><span id="L-72"><a href="#L-72"><span class="linenos">72</span></a>  <span class="k">def</span> <span class="fm">__init__</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="L-73"><a href="#L-73"><span class="linenos">73</span></a>    <span class="bp">self</span><span class="o">.</span><span class="n">_types</span> <span class="o">=</span> <span class="p">[</span><span class="nb">int</span><span class="p">,</span> <span class="nb">float</span><span class="p">,</span> <span class="nb">complex</span><span class="p">,</span> <span class="nb">str</span><span class="p">]</span>
+</span><span id="L-74"><a href="#L-74"><span class="linenos">74</span></a>
+</span><span id="L-75"><a href="#L-75"><span class="linenos">75</span></a>  <span class="k">def</span> <span class="nf">serialize</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="nb">input</span><span class="p">):</span>
+</span><span id="L-76"><a href="#L-76"><span class="linenos">76</span></a>    <span class="k">if</span> <span class="nb">type</span><span class="p">(</span><span class="nb">input</span><span class="p">)</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">_types</span><span class="p">:</span>
+</span><span id="L-77"><a href="#L-77"><span class="linenos">77</span></a>      <span class="k">return</span> <span class="nb">str</span><span class="p">(</span><span class="nb">input</span><span class="p">)</span><span class="o">.</span><span class="n">encode</span><span class="p">(</span><span class="s1">&#39;utf-8&#39;</span><span class="p">)</span>
+</span><span id="L-78"><a href="#L-78"><span class="linenos">78</span></a>    <span class="k">if</span> <span class="nb">type</span><span class="p">(</span><span class="nb">input</span><span class="p">)</span> <span class="o">==</span> <span class="nb">bytes</span><span class="p">:</span>
+</span><span id="L-79"><a href="#L-79"><span class="linenos">79</span></a>      <span class="k">return</span> <span class="nb">input</span>
+</span><span id="L-80"><a href="#L-80"><span class="linenos">80</span></a>    <span class="k">raise</span> <span class="ne">TypeError</span><span class="p">(</span><span class="s2">&quot;IdentitySerde cannot serialize object of type </span><span class="si">%s</span><span class="s2">&quot;</span> <span class="o">%</span> <span class="nb">type</span><span class="p">(</span><span class="nb">input</span><span class="p">))</span>
+</span><span id="L-81"><a href="#L-81"><span class="linenos">81</span></a>
+</span><span id="L-82"><a href="#L-82"><span class="linenos">82</span></a>  <span class="k">def</span> <span class="nf">deserialize</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">input_bytes</span><span class="p">):</span>
+</span><span id="L-83"><a href="#L-83"><span class="linenos">83</span></a>    <span class="k">for</span> <span class="n">typ</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">_types</span><span class="p">:</span>
+</span><span id="L-84"><a href="#L-84"><span class="linenos">84</span></a>      <span class="k">try</span><span class="p">:</span>
+</span><span id="L-85"><a href="#L-85"><span class="linenos">85</span></a>        <span class="k">return</span> <span class="n">typ</span><span class="p">(</span><span class="n">input_bytes</span><span class="o">.</span><span class="n">decode</span><span class="p">(</span><span class="s1">&#39;utf-8&#39;</span><span class="p">))</span>
+</span><span id="L-86"><a href="#L-86"><span class="linenos">86</span></a>      <span class="k">except</span><span class="p">:</span>
+</span><span id="L-87"><a href="#L-87"><span class="linenos">87</span></a>        <span class="k">pass</span>
+</span><span id="L-88"><a href="#L-88"><span class="linenos">88</span></a>    <span class="k">return</span> <span class="n">input_bytes</span>
+</span></pre></div>
+
+
+            </section>
+                <section id="SerDe">
+                            <input id="SerDe-view-source" class="view-source-toggle-state" type="checkbox" aria-hidden="true" tabindex="-1">
+<div class="attr class">
+            
+    <span class="def">class</span>
+    <span class="name">SerDe</span>:
+
+                <label class="view-source-button" for="SerDe-view-source"><span>View Source</span></label>
+
+    </div>
+    <a class="headerlink" href="#SerDe"></a>
+            <div class="pdoc-code codehilite"><pre><span></span><span id="SerDe-51"><a href="#SerDe-51"><span class="linenos">51</span></a><span class="k">class</span> <span class="nc">SerDe</span><span class="p">(</span><span class="nb">object</span><span class="p">):</span>
+</span><span id="SerDe-52"><a href="#SerDe-52"><span class="linenos">52</span></a>  <span class="sd">&quot;&quot;&quot;Interface for Serialization/Deserialization&quot;&quot;&quot;</span>
+</span><span id="SerDe-53"><a href="#SerDe-53"><span class="linenos">53</span></a>  <span class="nd">@abstractmethod</span>
+</span><span id="SerDe-54"><a href="#SerDe-54"><span class="linenos">54</span></a>  <span class="k">def</span> <span class="nf">serialize</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="nb">input</span><span class="p">):</span>
+</span><span id="SerDe-55"><a href="#SerDe-55"><span class="linenos">55</span></a>    <span class="sd">&quot;&quot;&quot;Serialize input message into bytes&quot;&quot;&quot;</span>
+</span><span id="SerDe-56"><a href="#SerDe-56"><span class="linenos">56</span></a>    <span class="k">pass</span>
+</span><span id="SerDe-57"><a href="#SerDe-57"><span class="linenos">57</span></a>
+</span><span id="SerDe-58"><a href="#SerDe-58"><span class="linenos">58</span></a>  <span class="nd">@abstractmethod</span>
+</span><span id="SerDe-59"><a href="#SerDe-59"><span class="linenos">59</span></a>  <span class="k">def</span> <span class="nf">deserialize</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">input_bytes</span><span class="p">):</span>
+</span><span id="SerDe-60"><a href="#SerDe-60"><span class="linenos">60</span></a>    <span class="sd">&quot;&quot;&quot;Serialize input_bytes into an object&quot;&quot;&quot;</span>
+</span><span id="SerDe-61"><a href="#SerDe-61"><span class="linenos">61</span></a>    <span class="k">pass</span>
+</span></pre></div>
+
+
+            <div class="docstring"><p>Interface for Serialization/Deserialization</p>
+</div>
+
+
+                            <div id="SerDe.__init__" class="classattr">
+                                <div class="attr function">
+            
+        <span class="name">SerDe</span><span class="signature pdoc-code condensed">()</span>
+
+        
+    </div>
+    <a class="headerlink" href="#SerDe.__init__"></a>
+    
+    
+
+                            </div>
+                            <div id="SerDe.serialize" class="classattr">
+                                        <input id="SerDe.serialize-view-source" class="view-source-toggle-state" type="checkbox" aria-hidden="true" tabindex="-1">
+<div class="attr function">
+                    <div class="decorator">@abstractmethod</div>
+
+        <span class="def">def</span>
+        <span class="name">serialize</span><span class="signature pdoc-code condensed">(<span class="param"><span class="bp">self</span>, </span><span class="param"><span class="nb">input</span></span>)</span>
+
+                <label class="view-source-button" for="SerDe.serialize-view-source"><span>View Source</span></label>
+
+    </div>
+    <a class="headerlink" href="#SerDe.serialize"></a>
+            <div class="pdoc-code codehilite"><pre><span></span><span id="SerDe.serialize-53"><a href="#SerDe.serialize-53"><span class="linenos">53</span></a>  <span class="nd">@abstractmethod</span>
+</span><span id="SerDe.serialize-54"><a href="#SerDe.serialize-54"><span class="linenos">54</span></a>  <span class="k">def</span> <span class="nf">serialize</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="nb">input</span><span class="p">):</span>
+</span><span id="SerDe.serialize-55"><a href="#SerDe.serialize-55"><span class="linenos">55</span></a>    <span class="sd">&quot;&quot;&quot;Serialize input message into bytes&quot;&quot;&quot;</span>
+</span><span id="SerDe.serialize-56"><a href="#SerDe.serialize-56"><span class="linenos">56</span></a>    <span class="k">pass</span>
+</span></pre></div>
+
+
+            <div class="docstring"><p>Serialize input message into bytes</p>
+</div>
+
+
+                            </div>
+                            <div id="SerDe.deserialize" class="classattr">
+                                        <input id="SerDe.deserialize-view-source" class="view-source-toggle-state" type="checkbox" aria-hidden="true" tabindex="-1">
+<div class="attr function">
+                    <div class="decorator">@abstractmethod</div>
+
+        <span class="def">def</span>
+        <span class="name">deserialize</span><span class="signature pdoc-code condensed">(<span class="param"><span class="bp">self</span>, </span><span class="param"><span class="n">input_bytes</span></span>)</span>
+
+                <label class="view-source-button" for="SerDe.deserialize-view-source"><span>View Source</span></label>
+
+    </div>
+    <a class="headerlink" href="#SerDe.deserialize"></a>
+            <div class="pdoc-code codehilite"><pre><span></span><span id="SerDe.deserialize-58"><a href="#SerDe.deserialize-58"><span class="linenos">58</span></a>  <span class="nd">@abstractmethod</span>
+</span><span id="SerDe.deserialize-59"><a href="#SerDe.deserialize-59"><span class="linenos">59</span></a>  <span class="k">def</span> <span class="nf">deserialize</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">input_bytes</span><span class="p">):</span>
+</span><span id="SerDe.deserialize-60"><a href="#SerDe.deserialize-60"><span class="linenos">60</span></a>    <span class="sd">&quot;&quot;&quot;Serialize input_bytes into an object&quot;&quot;&quot;</span>
+</span><span id="SerDe.deserialize-61"><a href="#SerDe.deserialize-61"><span class="linenos">61</span></a>    <span class="k">pass</span>
+</span></pre></div>
+
+
+            <div class="docstring"><p>Serialize input_bytes into an object</p>
+</div>
+
+
+                            </div>
+                </section>
+                <section id="PickleSerDe">
+                            <input id="PickleSerDe-view-source" class="view-source-toggle-state" type="checkbox" aria-hidden="true" tabindex="-1">
+<div class="attr class">
+            
+    <span class="def">class</span>
+    <span class="name">PickleSerDe</span><wbr>(<span class="base"><a href="#SerDe">SerDe</a></span>):
+
+                <label class="view-source-button" for="PickleSerDe-view-source"><span>View Source</span></label>
+
+    </div>
+    <a class="headerlink" href="#PickleSerDe"></a>
+            <div class="pdoc-code codehilite"><pre><span></span><span id="PickleSerDe-63"><a href="#PickleSerDe-63"><span class="linenos">63</span></a><span class="k">class</span> <span class="nc">PickleSerDe</span><span class="p">(</span><span class="n">SerDe</span><span class="p">):</span>
+</span><span id="PickleSerDe-64"><a href="#PickleSerDe-64"><span class="linenos">64</span></a>  <span class="sd">&quot;&quot;&quot;Pickle based serializer&quot;&quot;&quot;</span>
+</span><span id="PickleSerDe-65"><a href="#PickleSerDe-65"><span class="linenos">65</span></a>  <span class="k">def</span> <span class="nf">serialize</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="nb">input</span><span class="p">):</span>
+</span><span id="PickleSerDe-66"><a href="#PickleSerDe-66"><span class="linenos">66</span></a>      <span class="k">return</span> <span class="n">pickle</span><span class="o">.</span><span class="n">dumps</span><span class="p">(</span><span class="nb">input</span><span class="p">)</span>
+</span><span id="PickleSerDe-67"><a href="#PickleSerDe-67"><span class="linenos">67</span></a>
+</span><span id="PickleSerDe-68"><a href="#PickleSerDe-68"><span class="linenos">68</span></a>  <span class="k">def</span> <span class="nf">deserialize</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">input_bytes</span><span class="p">):</span>
+</span><span id="PickleSerDe-69"><a href="#PickleSerDe-69"><span class="linenos">69</span></a>      <span class="k">return</span> <span class="n">pickle</span><span class="o">.</span><span class="n">loads</span><span class="p">(</span><span class="n">input_bytes</span><span class="p">)</span>
+</span></pre></div>
+
+
+            <div class="docstring"><p>Pickle based serializer</p>
+</div>
+
+
+                            <div id="PickleSerDe.__init__" class="classattr">
+                                <div class="attr function">
+            
+        <span class="name">PickleSerDe</span><span class="signature pdoc-code condensed">()</span>
+
+        
+    </div>
+    <a class="headerlink" href="#PickleSerDe.__init__"></a>
+    
+    
+
+                            </div>
+                            <div id="PickleSerDe.serialize" class="classattr">
+                                        <input id="PickleSerDe.serialize-view-source" class="view-source-toggle-state" type="checkbox" aria-hidden="true" tabindex="-1">
+<div class="attr function">
+            
+        <span class="def">def</span>
+        <span class="name">serialize</span><span class="signature pdoc-code condensed">(<span class="param"><span class="bp">self</span>, </span><span class="param"><span class="nb">input</span></span>)</span>
+
+                <label class="view-source-button" for="PickleSerDe.serialize-view-source"><span>View Source</span></label>
+
+    </div>
+    <a class="headerlink" href="#PickleSerDe.serialize"></a>
+            <div class="pdoc-code codehilite"><pre><span></span><span id="PickleSerDe.serialize-65"><a href="#PickleSerDe.serialize-65"><span class="linenos">65</span></a>  <span class="k">def</span> <span class="nf">serialize</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="nb">input</span><span class="p">):</span>
+</span><span id="PickleSerDe.serialize-66"><a href="#PickleSerDe.serialize-66"><span class="linenos">66</span></a>      <span class="k">return</span> <span class="n">pickle</span><span class="o">.</span><span class="n">dumps</span><span class="p">(</span><span class="nb">input</span><span class="p">)</span>
+</span></pre></div>
+
+
+            <div class="docstring"><p>Serialize input message into bytes</p>
+</div>
+
+
+                            </div>
+                            <div id="PickleSerDe.deserialize" class="classattr">
+                                        <input id="PickleSerDe.deserialize-view-source" class="view-source-toggle-state" type="checkbox" aria-hidden="true" tabindex="-1">
+<div class="attr function">
+            
+        <span class="def">def</span>
+        <span class="name">deserialize</span><span class="signature pdoc-code condensed">(<span class="param"><span class="bp">self</span>, </span><span class="param"><span class="n">input_bytes</span></span>)</span>
+
+                <label class="view-source-button" for="PickleSerDe.deserialize-view-source"><span>View Source</span></label>
+
+    </div>
+    <a class="headerlink" href="#PickleSerDe.deserialize"></a>
+            <div class="pdoc-code codehilite"><pre><span></span><span id="PickleSerDe.deserialize-68"><a href="#PickleSerDe.deserialize-68"><span class="linenos">68</span></a>  <span class="k">def</span> <span class="nf">deserialize</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">input_bytes</span><span class="p">):</span>
+</span><span id="PickleSerDe.deserialize-69"><a href="#PickleSerDe.deserialize-69"><span class="linenos">69</span></a>      <span class="k">return</span> <span class="n">pickle</span><span class="o">.</span><span class="n">loads</span><span class="p">(</span><span class="n">input_bytes</span><span class="p">)</span>
+</span></pre></div>
+
+
+            <div class="docstring"><p>Serialize input_bytes into an object</p>
+</div>
+
+
+                            </div>
+                </section>
+                <section id="IdentitySerDe">
+                            <input id="IdentitySerDe-view-source" class="view-source-toggle-state" type="checkbox" aria-hidden="true" tabindex="-1">
+<div class="attr class">
+            
+    <span class="def">class</span>
+    <span class="name">IdentitySerDe</span><wbr>(<span class="base"><a href="#SerDe">SerDe</a></span>):
+
+                <label class="view-source-button" for="IdentitySerDe-view-source"><span>View Source</span></label>
+
+    </div>
+    <a class="headerlink" href="#IdentitySerDe"></a>
+            <div class="pdoc-code codehilite"><pre><span></span><span id="IdentitySerDe-71"><a href="#IdentitySerDe-71"><span class="linenos">71</span></a><span class="k">class</span> <span class="nc">IdentitySerDe</span><span class="p">(</span><span class="n">SerDe</span><span class="p">):</span>
+</span><span id="IdentitySerDe-72"><a href="#IdentitySerDe-72"><span class="linenos">72</span></a>  <span class="sd">&quot;&quot;&quot;Simple Serde that just conversion to string and back&quot;&quot;&quot;</span>
+</span><span id="IdentitySerDe-73"><a href="#IdentitySerDe-73"><span class="linenos">73</span></a>  <span class="k">def</span> <span class="fm">__init__</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="IdentitySerDe-74"><a href="#IdentitySerDe-74"><span class="linenos">74</span></a>    <span class="bp">self</span><span class="o">.</span><span class="n">_types</span> <span class="o">=</span> <span class="p">[</span><span class="nb">int</span><span class="p">,</span> <span class="nb">float</span><span class="p">,</span> <span class="nb">complex</span><span class="p">,</span> <span class="nb">str</span><span class="p">]</span>
+</span><span id="IdentitySerDe-75"><a href="#IdentitySerDe-75"><span class="linenos">75</span></a>
+</span><span id="IdentitySerDe-76"><a href="#IdentitySerDe-76"><span class="linenos">76</span></a>  <span class="k">def</span> <span class="nf">serialize</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="nb">input</span><span class="p">):</span>
+</span><span id="IdentitySerDe-77"><a href="#IdentitySerDe-77"><span class="linenos">77</span></a>    <span class="k">if</span> <span class="nb">type</span><span class="p">(</span><span class="nb">input</span><span class="p">)</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">_types</span><span class="p">:</span>
+</span><span id="IdentitySerDe-78"><a href="#IdentitySerDe-78"><span class="linenos">78</span></a>      <span class="k">return</span> <span class="nb">str</span><span class="p">(</span><span class="nb">input</span><span class="p">)</span><span class="o">.</span><span class="n">encode</span><span class="p">(</span><span class="s1">&#39;utf-8&#39;</span><span class="p">)</span>
+</span><span id="IdentitySerDe-79"><a href="#IdentitySerDe-79"><span class="linenos">79</span></a>    <span class="k">if</span> <span class="nb">type</span><span class="p">(</span><span class="nb">input</span><span class="p">)</span> <span class="o">==</span> <span class="nb">bytes</span><span class="p">:</span>
+</span><span id="IdentitySerDe-80"><a href="#IdentitySerDe-80"><span class="linenos">80</span></a>      <span class="k">return</span> <span class="nb">input</span>
+</span><span id="IdentitySerDe-81"><a href="#IdentitySerDe-81"><span class="linenos">81</span></a>    <span class="k">raise</span> <span class="ne">TypeError</span><span class="p">(</span><span class="s2">&quot;IdentitySerde cannot serialize object of type </span><span class="si">%s</span><span class="s2">&quot;</span> <span class="o">%</span> <span class="nb">type</span><span class="p">(</span><span class="nb">input</span><span class="p">))</span>
+</span><span id="IdentitySerDe-82"><a href="#IdentitySerDe-82"><span class="linenos">82</span></a>
+</span><span id="IdentitySerDe-83"><a href="#IdentitySerDe-83"><span class="linenos">83</span></a>  <span class="k">def</span> <span class="nf">deserialize</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">input_bytes</span><span class="p">):</span>
+</span><span id="IdentitySerDe-84"><a href="#IdentitySerDe-84"><span class="linenos">84</span></a>    <span class="k">for</span> <span class="n">typ</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">_types</span><span class="p">:</span>
+</span><span id="IdentitySerDe-85"><a href="#IdentitySerDe-85"><span class="linenos">85</span></a>      <span class="k">try</span><span class="p">:</span>
+</span><span id="IdentitySerDe-86"><a href="#IdentitySerDe-86"><span class="linenos">86</span></a>        <span class="k">return</span> <span class="n">typ</span><span class="p">(</span><span class="n">input_bytes</span><span class="o">.</span><span class="n">decode</span><span class="p">(</span><span class="s1">&#39;utf-8&#39;</span><span class="p">))</span>
+</span><span id="IdentitySerDe-87"><a href="#IdentitySerDe-87"><span class="linenos">87</span></a>      <span class="k">except</span><span class="p">:</span>
+</span><span id="IdentitySerDe-88"><a href="#IdentitySerDe-88"><span class="linenos">88</span></a>        <span class="k">pass</span>
+</span><span id="IdentitySerDe-89"><a href="#IdentitySerDe-89"><span class="linenos">89</span></a>    <span class="k">return</span> <span class="n">input_bytes</span>
+</span></pre></div>
+
+
+            <div class="docstring"><p>Simple Serde that just conversion to string and back</p>
+</div>
+
+
+                            <div id="IdentitySerDe.__init__" class="classattr">
+                                        <input id="IdentitySerDe.__init__-view-source" class="view-source-toggle-state" type="checkbox" aria-hidden="true" tabindex="-1">
+<div class="attr function">
+            
+        <span class="name">IdentitySerDe</span><span class="signature pdoc-code condensed">()</span>
+
+                <label class="view-source-button" for="IdentitySerDe.__init__-view-source"><span>View Source</span></label>
+
+    </div>
+    <a class="headerlink" href="#IdentitySerDe.__init__"></a>
+            <div class="pdoc-code codehilite"><pre><span></span><span id="IdentitySerDe.__init__-73"><a href="#IdentitySerDe.__init__-73"><span class="linenos">73</span></a>  <span class="k">def</span> <span class="fm">__init__</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="IdentitySerDe.__init__-74"><a href="#IdentitySerDe.__init__-74"><span class="linenos">74</span></a>    <span class="bp">self</span><span class="o">.</span><span class="n">_types</span> <span class="o">=</span> <span class="p">[</span><span class="nb">int</span><span class="p">,</span> <span class="nb">float</span><span class="p">,</span> <span class="nb">complex</span><span class="p">,</span> <span class="nb">str</span><span class="p">]</span>
+</span></pre></div>
+
+
+    
+
+                            </div>
+                            <div id="IdentitySerDe.serialize" class="classattr">
+                                        <input id="IdentitySerDe.serialize-view-source" class="view-source-toggle-state" type="checkbox" aria-hidden="true" tabindex="-1">
+<div class="attr function">
+            
+        <span class="def">def</span>
+        <span class="name">serialize</span><span class="signature pdoc-code condensed">(<span class="param"><span class="bp">self</span>, </span><span class="param"><span class="nb">input</span></span>)</span>
+
+                <label class="view-source-button" for="IdentitySerDe.serialize-view-source"><span>View Source</span></label>
+
+    </div>
+    <a class="headerlink" href="#IdentitySerDe.serialize"></a>
+            <div class="pdoc-code codehilite"><pre><span></span><span id="IdentitySerDe.serialize-76"><a href="#IdentitySerDe.serialize-76"><span class="linenos">76</span></a>  <span class="k">def</span> <span class="nf">serialize</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="nb">input</span><span class="p">):</span>
+</span><span id="IdentitySerDe.serialize-77"><a href="#IdentitySerDe.serialize-77"><span class="linenos">77</span></a>    <span class="k">if</span> <span class="nb">type</span><span class="p">(</span><span class="nb">input</span><span class="p">)</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">_types</span><span class="p">:</span>
+</span><span id="IdentitySerDe.serialize-78"><a href="#IdentitySerDe.serialize-78"><span class="linenos">78</span></a>      <span class="k">return</span> <span class="nb">str</span><span class="p">(</span><span class="nb">input</span><span class="p">)</span><span class="o">.</span><span class="n">encode</span><span class="p">(</span><span class="s1">&#39;utf-8&#39;</span><span class="p">)</span>
+</span><span id="IdentitySerDe.serialize-79"><a href="#IdentitySerDe.serialize-79"><span class="linenos">79</span></a>    <span class="k">if</span> <span class="nb">type</span><span class="p">(</span><span class="nb">input</span><span class="p">)</span> <span class="o">==</span> <span class="nb">bytes</span><span class="p">:</span>
+</span><span id="IdentitySerDe.serialize-80"><a href="#IdentitySerDe.serialize-80"><span class="linenos">80</span></a>      <span class="k">return</span> <span class="nb">input</span>
+</span><span id="IdentitySerDe.serialize-81"><a href="#IdentitySerDe.serialize-81"><span class="linenos">81</span></a>    <span class="k">raise</span> <span class="ne">TypeError</span><span class="p">(</span><span class="s2">&quot;IdentitySerde cannot serialize object of type </span><span class="si">%s</span><span class="s2">&quot;</span> <span class="o">%</span> <span class="nb">type</span><span class="p">(</span><span class="nb">input</span><span class="p">))</span>
+</span></pre></div>
+
+
+            <div class="docstring"><p>Serialize input message into bytes</p>
+</div>
+
+
+                            </div>
+                            <div id="IdentitySerDe.deserialize" class="classattr">
+                                        <input id="IdentitySerDe.deserialize-view-source" class="view-source-toggle-state" type="checkbox" aria-hidden="true" tabindex="-1">
+<div class="attr function">
+            
+        <span class="def">def</span>
+        <span class="name">deserialize</span><span class="signature pdoc-code condensed">(<span class="param"><span class="bp">self</span>, </span><span class="param"><span class="n">input_bytes</span></span>)</span>
+
+                <label class="view-source-button" for="IdentitySerDe.deserialize-view-source"><span>View Source</span></label>
+
+    </div>
+    <a class="headerlink" href="#IdentitySerDe.deserialize"></a>
+            <div class="pdoc-code codehilite"><pre><span></span><span id="IdentitySerDe.deserialize-83"><a href="#IdentitySerDe.deserialize-83"><span class="linenos">83</span></a>  <span class="k">def</span> <span class="nf">deserialize</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">input_bytes</span><span class="p">):</span>
+</span><span id="IdentitySerDe.deserialize-84"><a href="#IdentitySerDe.deserialize-84"><span class="linenos">84</span></a>    <span class="k">for</span> <span class="n">typ</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">_types</span><span class="p">:</span>
+</span><span id="IdentitySerDe.deserialize-85"><a href="#IdentitySerDe.deserialize-85"><span class="linenos">85</span></a>      <span class="k">try</span><span class="p">:</span>
+</span><span id="IdentitySerDe.deserialize-86"><a href="#IdentitySerDe.deserialize-86"><span class="linenos">86</span></a>        <span class="k">return</span> <span class="n">typ</span><span class="p">(</span><span class="n">input_bytes</span><span class="o">.</span><span class="n">decode</span><span class="p">(</span><span class="s1">&#39;utf-8&#39;</span><span class="p">))</span>
+</span><span id="IdentitySerDe.deserialize-87"><a href="#IdentitySerDe.deserialize-87"><span class="linenos">87</span></a>      <span class="k">except</span><span class="p">:</span>
+</span><span id="IdentitySerDe.deserialize-88"><a href="#IdentitySerDe.deserialize-88"><span class="linenos">88</span></a>        <span class="k">pass</span>
+</span><span id="IdentitySerDe.deserialize-89"><a href="#IdentitySerDe.deserialize-89"><span class="linenos">89</span></a>    <span class="k">return</span> <span class="n">input_bytes</span>
+</span></pre></div>
+
+
+            <div class="docstring"><p>Serialize input_bytes into an object</p>
+</div>
+
+
+                            </div>
+                </section>
+    </main>
+<script>
+    function escapeHTML(html) {
+        return document.createElement('div').appendChild(document.createTextNode(html)).parentNode.innerHTML;
+    }
+
+    const originalContent = document.querySelector("main.pdoc");
+    let currentContent = originalContent;
+
+    function setContent(innerHTML) {
+        let elem;
+        if (innerHTML) {
+            elem = document.createElement("main");
+            elem.classList.add("pdoc");
+            elem.innerHTML = innerHTML;
+        } else {
+            elem = originalContent;
+        }
+        if (currentContent !== elem) {
+            currentContent.replaceWith(elem);
+            currentContent = elem;
+        }
+    }
+
+    function getSearchTerm() {
+        return (new URL(window.location)).searchParams.get("search");
+    }
+
+    const searchBox = document.querySelector(".pdoc input[type=search]");
+    searchBox.addEventListener("input", function () {
+        let url = new URL(window.location);
+        if (searchBox.value.trim()) {
+            url.hash = "";
+            url.searchParams.set("search", searchBox.value);
+        } else {
+            url.searchParams.delete("search");
+        }
+        history.replaceState("", "", url.toString());
+        onInput();
+    });
+    window.addEventListener("popstate", onInput);
+
+
+    let search, searchErr;
+
+    async function initialize() {
+        try {
+            search = await new Promise((resolve, reject) => {
+                const script = document.createElement("script");
+                script.type = "text/javascript";
+                script.async = true;
+                script.onload = () => resolve(window.pdocSearch);
+                script.onerror = (e) => reject(e);
+                script.src = "../../search.js";
+                document.getElementsByTagName("head")[0].appendChild(script);
+            });
+        } catch (e) {
+            console.error("Cannot fetch pdoc search index");
+            searchErr = "Cannot fetch search index.";
+        }
+        onInput();
+
+        document.querySelector("nav.pdoc").addEventListener("click", e => {
+            if (e.target.hash) {
+                searchBox.value = "";
+                searchBox.dispatchEvent(new Event("input"));
+            }
+        });
+    }
+
+    function onInput() {
+        setContent((() => {
+            const term = getSearchTerm();
+            if (!term) {
+                return null
+            }
+            if (searchErr) {
+                return `<h3>Error: ${searchErr}</h3>`
+            }
+            if (!search) {
+                return "<h3>Searching...</h3>"
+            }
+
+            window.scrollTo({top: 0, left: 0, behavior: 'auto'});
+
+            const results = search(term);
+
+            let html;
+            if (results.length === 0) {
+                html = `No search results for '${escapeHTML(term)}'.`
+            } else {
+                html = `<h4>${results.length} search result${results.length > 1 ? "s" : ""} for '${escapeHTML(term)}'.</h4>`;
+            }
+            for (let result of results.slice(0, 10)) {
+                let doc = result.doc;
+                let url = `../../${doc.modulename.replaceAll(".", "/")}.html`;
+                if (doc.qualname) {
+                    url += `#${doc.qualname}`;
+                }
+
+                let heading;
+                switch (result.doc.type) {
+                    case "function":
+                        heading = `<span class="def">${doc.funcdef}</span> <span class="name">${doc.fullname}</span><span class="signature">${doc.signature}:</span>`;
+                        break;
+                    case "class":
+                        heading = `<span class="def">class</span> <span class="name">${doc.fullname}</span>`;
+                        if (doc.bases)
+                            heading += `<wbr>(<span class="base">${doc.bases}</span>)`;
+                        heading += `:`;
+                        break;
+                    case "variable":
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+                            heading += `<span class="annotation">${doc.annotation}</span>`;
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+                        break;
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+                html += `
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diff --git a/site2/website-next/static/api/python/2.9.2/pulsar/schema.html b/site2/website-next/static/api/python/2.9.2/pulsar/schema.html
new file mode 100644
index 00000000000..e37be87623a
--- /dev/null
+++ b/site2/website-next/static/api/python/2.9.2/pulsar/schema.html
@@ -0,0 +1,263 @@
+<!doctype html>
+<html lang="en">
+<head>
+    <meta charset="utf-8">
+    <meta name="viewport" content="width=device-width, initial-scale=1">
+    <meta name="generator" content="pdoc 12.0.2"/>
+    <title>pulsar.schema API documentation</title>
+
+    <style>/*! * Bootstrap Reboot v5.0.0 (https://getbootstrap.com/) * Copyright 2011-2021 The Bootstrap Authors * Copyright 2011-2021 Twitter, Inc. * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE) * Forked from Normalize.css, licensed MIT (https://github.com/necolas/normalize.css/blob/master/LICENSE.md) */*,::after,::before{box-sizing:border-box}@media (prefers-reduced-motion:no-preference){:root{scroll-behavior:smooth}}body{margin:0;font-family:system-ui,-appl [...]
+    <style>/*! syntax-highlighting.css */pre{line-height:125%;}span.linenos{color:inherit; background-color:transparent; padding-left:5px; padding-right:20px;}.pdoc-code .hll{background-color:#ffffcc}.pdoc-code{background:#f8f8f8;}.pdoc-code .c{color:#3D7B7B; font-style:italic}.pdoc-code .err{border:1px solid #FF0000}.pdoc-code .k{color:#008000; font-weight:bold}.pdoc-code .o{color:#666666}.pdoc-code .ch{color:#3D7B7B; font-style:italic}.pdoc-code .cm{color:#3D7B7B; font-style:italic}.pd [...]
+    <style>/*! theme.css */:root{--pdoc-background:#fff;}.pdoc{--text:#212529;--muted:#6c757d;--link:#3660a5;--link-hover:#1659c5;--code:#f8f8f8;--active:#fff598;--accent:#eee;--accent2:#c1c1c1;--nav-hover:rgba(255, 255, 255, 0.5);--name:#0066BB;--def:#008800;--annotation:#007020;}</style>
+    <style>/*! layout.css */html, body{width:100%;height:100%;}html, main{scroll-behavior:smooth;}body{background-color:var(--pdoc-background);}@media (max-width:769px){#navtoggle{cursor:pointer;position:absolute;width:50px;height:40px;top:1rem;right:1rem;border-color:var(--text);color:var(--text);display:flex;opacity:0.8;}#navtoggle:hover{opacity:1;}#togglestate + div{display:none;}#togglestate:checked + div{display:inherit;}main, header{padding:2rem 3vw;}header + main{margin-top:-3rem; [...]
+    <style>/*! content.css */.pdoc{color:var(--text);box-sizing:border-box;line-height:1.5;background:none;}.pdoc .pdoc-button{display:inline-block;border:solid black 1px;border-radius:2px;font-size:.75rem;padding:calc(0.5em - 1px) 1em;transition:100ms all;}.pdoc .pdoc-alert{padding:1rem 1rem 1rem calc(1.5rem + 24px);border:1px solid transparent;border-radius:.25rem;background-repeat:no-repeat;background-position:1rem center;margin-bottom:1rem;}.pdoc .pdoc-alert > *:last-child{margin-bot [...]
+    <style>/*! custom.css */</style></head>
+<body>
+    <nav class="pdoc">
+        <label id="navtoggle" for="togglestate" class="pdoc-button"><svg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 30 30'><path stroke-linecap='round' stroke="currentColor" stroke-miterlimit='10' stroke-width='2' d='M4 7h22M4 15h22M4 23h22'/></svg></label>
+        <input id="togglestate" type="checkbox" aria-hidden="true" tabindex="-1">
+        <div>            <a class="pdoc-button module-list-button" href="../pulsar.html">
+<svg xmlns="http://www.w3.org/2000/svg" width="16" height="16" fill="currentColor" class="bi bi-box-arrow-in-left" viewBox="0 0 16 16">
+  <path fill-rule="evenodd" d="M10 3.5a.5.5 0 0 0-.5-.5h-8a.5.5 0 0 0-.5.5v9a.5.5 0 0 0 .5.5h8a.5.5 0 0 0 .5-.5v-2a.5.5 0 0 1 1 0v2A1.5 1.5 0 0 1 9.5 14h-8A1.5 1.5 0 0 1 0 12.5v-9A1.5 1.5 0 0 1 1.5 2h8A1.5 1.5 0 0 1 11 3.5v2a.5.5 0 0 1-1 0v-2z"/>
+  <path fill-rule="evenodd" d="M4.146 8.354a.5.5 0 0 1 0-.708l3-3a.5.5 0 1 1 .708.708L5.707 7.5H14.5a.5.5 0 0 1 0 1H5.707l2.147 2.146a.5.5 0 0 1-.708.708l-3-3z"/>
+</svg>                &nbsp;pulsar</a>
+
+
+            <input type="search" placeholder="Search..." role="searchbox" aria-label="search"
+                   pattern=".+" required>
+
+
+        <h2>Submodules</h2>
+        <ul>
+                <li><a href="schema/definition.html">definition</a></li>
+                <li><a href="schema/schema.html">schema</a></li>
+                <li><a href="schema/schema_avro.html">schema_avro</a></li>
+        </ul>
+
+
+
+        <a class="attribution" title="pdoc: Python API documentation generator" href="https://pdoc.dev" target="_blank">
+            built with <span class="visually-hidden">pdoc</span><img
+                alt="pdoc logo"
+                src="data:image/svg+xml,%3Csvg%20xmlns%3D%22http%3A//www.w3.org/2000/svg%22%20role%3D%22img%22%20aria-label%3D%22pdoc%20logo%22%20width%3D%22300%22%20height%3D%22150%22%20viewBox%3D%22-1%200%2060%2030%22%3E%3Ctitle%3Epdoc%3C/title%3E%3Cpath%20d%3D%22M29.621%2021.293c-.011-.273-.214-.475-.511-.481a.5.5%200%200%200-.489.503l-.044%201.393c-.097.551-.695%201.215-1.566%201.704-.577.428-1.306.486-2.193.182-1.426-.617-2.467-1.654-3.304-2.487l-.173-.172a3.43%203.43%200%200%200-.3 [...]
+        </a>
+</div>
+    </nav>
+    <main class="pdoc">
+            <section class="module-info">
+                    <h1 class="modulename">
+<a href="./../pulsar.html">pulsar</a><wbr>.schema    </h1>
+
+                
+                        <input id="schema-view-source" class="view-source-toggle-state" type="checkbox" aria-hidden="true" tabindex="-1">
+
+                        <label class="view-source-button" for="schema-view-source"><span>View Source</span></label>
+
+                        <div class="pdoc-code codehilite"><pre><span></span><span id="L-1"><a href="#L-1"><span class="linenos"> 1</span></a><span class="c1">#</span>
+</span><span id="L-2"><a href="#L-2"><span class="linenos"> 2</span></a><span class="c1"># Licensed to the Apache Software Foundation (ASF) under one</span>
+</span><span id="L-3"><a href="#L-3"><span class="linenos"> 3</span></a><span class="c1"># or more contributor license agreements.  See the NOTICE file</span>
+</span><span id="L-4"><a href="#L-4"><span class="linenos"> 4</span></a><span class="c1"># distributed with this work for additional information</span>
+</span><span id="L-5"><a href="#L-5"><span class="linenos"> 5</span></a><span class="c1"># regarding copyright ownership.  The ASF licenses this file</span>
+</span><span id="L-6"><a href="#L-6"><span class="linenos"> 6</span></a><span class="c1"># to you under the Apache License, Version 2.0 (the</span>
+</span><span id="L-7"><a href="#L-7"><span class="linenos"> 7</span></a><span class="c1"># &quot;License&quot;); you may not use this file except in compliance</span>
+</span><span id="L-8"><a href="#L-8"><span class="linenos"> 8</span></a><span class="c1"># with the License.  You may obtain a copy of the License at</span>
+</span><span id="L-9"><a href="#L-9"><span class="linenos"> 9</span></a><span class="c1">#</span>
+</span><span id="L-10"><a href="#L-10"><span class="linenos">10</span></a><span class="c1">#   http://www.apache.org/licenses/LICENSE-2.0</span>
+</span><span id="L-11"><a href="#L-11"><span class="linenos">11</span></a><span class="c1">#</span>
+</span><span id="L-12"><a href="#L-12"><span class="linenos">12</span></a><span class="c1"># Unless required by applicable law or agreed to in writing,</span>
+</span><span id="L-13"><a href="#L-13"><span class="linenos">13</span></a><span class="c1"># software distributed under the License is distributed on an</span>
+</span><span id="L-14"><a href="#L-14"><span class="linenos">14</span></a><span class="c1"># &quot;AS IS&quot; BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY</span>
+</span><span id="L-15"><a href="#L-15"><span class="linenos">15</span></a><span class="c1"># KIND, either express or implied.  See the License for the</span>
+</span><span id="L-16"><a href="#L-16"><span class="linenos">16</span></a><span class="c1"># specific language governing permissions and limitations</span>
+</span><span id="L-17"><a href="#L-17"><span class="linenos">17</span></a><span class="c1"># under the License.</span>
+</span><span id="L-18"><a href="#L-18"><span class="linenos">18</span></a><span class="c1">#</span>
+</span><span id="L-19"><a href="#L-19"><span class="linenos">19</span></a>
+</span><span id="L-20"><a href="#L-20"><span class="linenos">20</span></a><span class="kn">from</span> <span class="nn">.definition</span> <span class="kn">import</span> <span class="n">Record</span><span class="p">,</span> <span class="n">Field</span><span class="p">,</span> <span class="n">Null</span><span class="p">,</span> <span class="n">Boolean</span><span class="p">,</span> <span class="n">Integer</span><span class="p">,</span> <span class="n">Long</span><span class="p">,</span> \
+</span><span id="L-21"><a href="#L-21"><span class="linenos">21</span></a>            <span class="n">Float</span><span class="p">,</span> <span class="n">Double</span><span class="p">,</span> <span class="n">Bytes</span><span class="p">,</span> <span class="n">String</span><span class="p">,</span> <span class="n">Array</span><span class="p">,</span> <span class="n">Map</span><span class="p">,</span> <span class="n">CustomEnum</span>
+</span><span id="L-22"><a href="#L-22"><span class="linenos">22</span></a>
+</span><span id="L-23"><a href="#L-23"><span class="linenos">23</span></a><span class="kn">from</span> <span class="nn">.schema</span> <span class="kn">import</span> <span class="n">Schema</span><span class="p">,</span> <span class="n">BytesSchema</span><span class="p">,</span> <span class="n">StringSchema</span><span class="p">,</span> <span class="n">JsonSchema</span>
+</span><span id="L-24"><a href="#L-24"><span class="linenos">24</span></a><span class="kn">from</span> <span class="nn">.schema_avro</span> <span class="kn">import</span> <span class="n">AvroSchema</span>
+</span></pre></div>
+
+
+            </section>
+    </main>
+<script>
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\ No newline at end of file
diff --git a/site2/website-next/static/api/python/2.9.2/pulsar/schema/definition.html b/site2/website-next/static/api/python/2.9.2/pulsar/schema/definition.html
new file mode 100644
index 00000000000..b07c5918222
--- /dev/null
+++ b/site2/website-next/static/api/python/2.9.2/pulsar/schema/definition.html
@@ -0,0 +1,3255 @@
+<!doctype html>
+<html lang="en">
+<head>
+    <meta charset="utf-8">
+    <meta name="viewport" content="width=device-width, initial-scale=1">
+    <meta name="generator" content="pdoc 12.0.2"/>
+    <title>pulsar.schema.definition API documentation</title>
+
+    <style>/*! * Bootstrap Reboot v5.0.0 (https://getbootstrap.com/) * Copyright 2011-2021 The Bootstrap Authors * Copyright 2011-2021 Twitter, Inc. * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE) * Forked from Normalize.css, licensed MIT (https://github.com/necolas/normalize.css/blob/master/LICENSE.md) */*,::after,::before{box-sizing:border-box}@media (prefers-reduced-motion:no-preference){:root{scroll-behavior:smooth}}body{margin:0;font-family:system-ui,-appl [...]
+    <style>/*! syntax-highlighting.css */pre{line-height:125%;}span.linenos{color:inherit; background-color:transparent; padding-left:5px; padding-right:20px;}.pdoc-code .hll{background-color:#ffffcc}.pdoc-code{background:#f8f8f8;}.pdoc-code .c{color:#3D7B7B; font-style:italic}.pdoc-code .err{border:1px solid #FF0000}.pdoc-code .k{color:#008000; font-weight:bold}.pdoc-code .o{color:#666666}.pdoc-code .ch{color:#3D7B7B; font-style:italic}.pdoc-code .cm{color:#3D7B7B; font-style:italic}.pd [...]
+    <style>/*! theme.css */:root{--pdoc-background:#fff;}.pdoc{--text:#212529;--muted:#6c757d;--link:#3660a5;--link-hover:#1659c5;--code:#f8f8f8;--active:#fff598;--accent:#eee;--accent2:#c1c1c1;--nav-hover:rgba(255, 255, 255, 0.5);--name:#0066BB;--def:#008800;--annotation:#007020;}</style>
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+    <style>/*! content.css */.pdoc{color:var(--text);box-sizing:border-box;line-height:1.5;background:none;}.pdoc .pdoc-button{display:inline-block;border:solid black 1px;border-radius:2px;font-size:.75rem;padding:calc(0.5em - 1px) 1em;transition:100ms all;}.pdoc .pdoc-alert{padding:1rem 1rem 1rem calc(1.5rem + 24px);border:1px solid transparent;border-radius:.25rem;background-repeat:no-repeat;background-position:1rem center;margin-bottom:1rem;}.pdoc .pdoc-alert > *:last-child{margin-bot [...]
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+<body>
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+        <input id="togglestate" type="checkbox" aria-hidden="true" tabindex="-1">
+        <div>            <a class="pdoc-button module-list-button" href="../schema.html">
+<svg xmlns="http://www.w3.org/2000/svg" width="16" height="16" fill="currentColor" class="bi bi-box-arrow-in-left" viewBox="0 0 16 16">
+  <path fill-rule="evenodd" d="M10 3.5a.5.5 0 0 0-.5-.5h-8a.5.5 0 0 0-.5.5v9a.5.5 0 0 0 .5.5h8a.5.5 0 0 0 .5-.5v-2a.5.5 0 0 1 1 0v2A1.5 1.5 0 0 1 9.5 14h-8A1.5 1.5 0 0 1 0 12.5v-9A1.5 1.5 0 0 1 1.5 2h8A1.5 1.5 0 0 1 11 3.5v2a.5.5 0 0 1-1 0v-2z"/>
+  <path fill-rule="evenodd" d="M4.146 8.354a.5.5 0 0 1 0-.708l3-3a.5.5 0 1 1 .708.708L5.707 7.5H14.5a.5.5 0 0 1 0 1H5.707l2.147 2.146a.5.5 0 0 1-.708.708l-3-3z"/>
+</svg>                &nbsp;pulsar.schema</a>
+
+
+            <input type="search" placeholder="Search..." role="searchbox" aria-label="search"
+                   pattern=".+" required>
+
+
+
+        <h2>API Documentation</h2>
+            <ul class="memberlist">
+            <li>
+                    <a class="class" href="#RecordMeta">RecordMeta</a>
+                            <ul class="memberlist">
+                </ul>
+
+            </li>
+            <li>
+                    <a class="class" href="#Record">Record</a>
+                            <ul class="memberlist">
+                        <li>
+                                <a class="function" href="#Record.__init__">Record</a>
+                        </li>
+                        <li>
+                                <a class="function" href="#Record.schema">schema</a>
+                        </li>
+                        <li>
+                                <a class="function" href="#Record.schema_info">schema_info</a>
+                        </li>
+                        <li>
+                                <a class="function" href="#Record.type">type</a>
+                        </li>
+                        <li>
+                                <a class="function" href="#Record.python_type">python_type</a>
+                        </li>
+                        <li>
+                                <a class="function" href="#Record.validate_type">validate_type</a>
+                        </li>
+                        <li>
+                                <a class="function" href="#Record.default">default</a>
+                        </li>
+                        <li>
+                                <a class="function" href="#Record.required_default">required_default</a>
+                        </li>
+                </ul>
+
+            </li>
+            <li>
+                    <a class="class" href="#Field">Field</a>
+                            <ul class="memberlist">
+                        <li>
+                                <a class="function" href="#Field.__init__">Field</a>
+                        </li>
+                        <li>
+                                <a class="function" href="#Field.type">type</a>
+                        </li>
+                        <li>
+                                <a class="function" href="#Field.python_type">python_type</a>
+                        </li>
+                        <li>
+                                <a class="function" href="#Field.validate_type">validate_type</a>
+                        </li>
+                        <li>
+                                <a class="function" href="#Field.schema">schema</a>
+                        </li>
+                        <li>
+                                <a class="function" href="#Field.schema_info">schema_info</a>
+                        </li>
+                        <li>
+                                <a class="function" href="#Field.default">default</a>
+                        </li>
+                        <li>
+                                <a class="function" href="#Field.required_default">required_default</a>
+                        </li>
+                </ul>
+
+            </li>
+            <li>
+                    <a class="class" href="#Null">Null</a>
+                            <ul class="memberlist">
+                        <li>
+                                <a class="function" href="#Null.type">type</a>
+                        </li>
+                        <li>
+                                <a class="function" href="#Null.python_type">python_type</a>
+                        </li>
+                        <li>
+                                <a class="function" href="#Null.validate_type">validate_type</a>
+                        </li>
+                </ul>
+
+            </li>
+            <li>
+                    <a class="class" href="#Boolean">Boolean</a>
+                            <ul class="memberlist">
+                        <li>
+                                <a class="function" href="#Boolean.type">type</a>
+                        </li>
+                        <li>
+                                <a class="function" href="#Boolean.python_type">python_type</a>
+                        </li>
+                        <li>
+                                <a class="function" href="#Boolean.default">default</a>
+                        </li>
+                </ul>
+
+            </li>
+            <li>
+                    <a class="class" href="#Integer">Integer</a>
+                            <ul class="memberlist">
+                        <li>
+                                <a class="function" href="#Integer.type">type</a>
+                        </li>
+                        <li>
+                                <a class="function" href="#Integer.python_type">python_type</a>
+                        </li>
+                        <li>
+                                <a class="function" href="#Integer.default">default</a>
+                        </li>
+                </ul>
+
+            </li>
+            <li>
+                    <a class="class" href="#Long">Long</a>
+                            <ul class="memberlist">
+                        <li>
+                                <a class="function" href="#Long.type">type</a>
+                        </li>
+                        <li>
+                                <a class="function" href="#Long.python_type">python_type</a>
+                        </li>
+                        <li>
+                                <a class="function" href="#Long.default">default</a>
+                        </li>
+                </ul>
+
+            </li>
+            <li>
+                    <a class="class" href="#Float">Float</a>
+                            <ul class="memberlist">
+                        <li>
+                                <a class="function" href="#Float.type">type</a>
+                        </li>
+                        <li>
+                                <a class="function" href="#Float.python_type">python_type</a>
+                        </li>
+                        <li>
+                                <a class="function" href="#Float.default">default</a>
+                        </li>
+                </ul>
+
+            </li>
+            <li>
+                    <a class="class" href="#Double">Double</a>
+                            <ul class="memberlist">
+                        <li>
+                                <a class="function" href="#Double.type">type</a>
+                        </li>
+                        <li>
+                                <a class="function" href="#Double.python_type">python_type</a>
+                        </li>
+                        <li>
+                                <a class="function" href="#Double.default">default</a>
+                        </li>
+                </ul>
+
+            </li>
+            <li>
+                    <a class="class" href="#Bytes">Bytes</a>
+                            <ul class="memberlist">
+                        <li>
+                                <a class="function" href="#Bytes.type">type</a>
+                        </li>
+                        <li>
+                                <a class="function" href="#Bytes.python_type">python_type</a>
+                        </li>
+                        <li>
+                                <a class="function" href="#Bytes.default">default</a>
+                        </li>
+                </ul>
+
+            </li>
+            <li>
+                    <a class="class" href="#String">String</a>
+                            <ul class="memberlist">
+                        <li>
+                                <a class="function" href="#String.type">type</a>
+                        </li>
+                        <li>
+                                <a class="function" href="#String.python_type">python_type</a>
+                        </li>
+                        <li>
+                                <a class="function" href="#String.validate_type">validate_type</a>
+                        </li>
+                        <li>
+                                <a class="function" href="#String.default">default</a>
+                        </li>
+                </ul>
+
+            </li>
+            <li>
+                    <a class="class" href="#CustomEnum">CustomEnum</a>
+                            <ul class="memberlist">
+                        <li>
+                                <a class="function" href="#CustomEnum.__init__">CustomEnum</a>
+                        </li>
+                        <li>
+                                <a class="function" href="#CustomEnum.type">type</a>
+                        </li>
+                        <li>
+                                <a class="function" href="#CustomEnum.python_type">python_type</a>
+                        </li>
+                        <li>
+                                <a class="function" href="#CustomEnum.validate_type">validate_type</a>
+                        </li>
+                        <li>
+                                <a class="function" href="#CustomEnum.schema">schema</a>
+                        </li>
+                        <li>
+                                <a class="function" href="#CustomEnum.schema_info">schema_info</a>
+                        </li>
+                        <li>
+                                <a class="function" href="#CustomEnum.default">default</a>
+                        </li>
+                </ul>
+
+            </li>
+            <li>
+                    <a class="class" href="#Array">Array</a>
+                            <ul class="memberlist">
+                        <li>
+                                <a class="function" href="#Array.__init__">Array</a>
+                        </li>
+                        <li>
+                                <a class="function" href="#Array.type">type</a>
+                        </li>
+                        <li>
+                                <a class="function" href="#Array.python_type">python_type</a>
+                        </li>
+                        <li>
+                                <a class="function" href="#Array.validate_type">validate_type</a>
+                        </li>
+                        <li>
+                                <a class="function" href="#Array.schema">schema</a>
+                        </li>
+                        <li>
+                                <a class="function" href="#Array.schema_info">schema_info</a>
+                        </li>
+                        <li>
+                                <a class="function" href="#Array.default">default</a>
+                        </li>
+                </ul>
+
+            </li>
+            <li>
+                    <a class="class" href="#Map">Map</a>
+                            <ul class="memberlist">
+                        <li>
+                                <a class="function" href="#Map.__init__">Map</a>
+                        </li>
+                        <li>
+                                <a class="function" href="#Map.type">type</a>
+                        </li>
+                        <li>
+                                <a class="function" href="#Map.python_type">python_type</a>
+                        </li>
+                        <li>
+                                <a class="function" href="#Map.validate_type">validate_type</a>
+                        </li>
+                        <li>
+                                <a class="function" href="#Map.schema">schema</a>
+                        </li>
+                        <li>
+                                <a class="function" href="#Map.schema_info">schema_info</a>
+                        </li>
+                        <li>
+                                <a class="function" href="#Map.default">default</a>
+                        </li>
+                </ul>
+
+            </li>
+            <li>
+                    <a class="function" href="#is_unicode">is_unicode</a>
+            </li>
+    </ul>
+
+
+
+        <a class="attribution" title="pdoc: Python API documentation generator" href="https://pdoc.dev" target="_blank">
+            built with <span class="visually-hidden">pdoc</span><img
+                alt="pdoc logo"
+                src="data:image/svg+xml,%3Csvg%20xmlns%3D%22http%3A//www.w3.org/2000/svg%22%20role%3D%22img%22%20aria-label%3D%22pdoc%20logo%22%20width%3D%22300%22%20height%3D%22150%22%20viewBox%3D%22-1%200%2060%2030%22%3E%3Ctitle%3Epdoc%3C/title%3E%3Cpath%20d%3D%22M29.621%2021.293c-.011-.273-.214-.475-.511-.481a.5.5%200%200%200-.489.503l-.044%201.393c-.097.551-.695%201.215-1.566%201.704-.577.428-1.306.486-2.193.182-1.426-.617-2.467-1.654-3.304-2.487l-.173-.172a3.43%203.43%200%200%200-.3 [...]
+        </a>
+</div>
+    </nav>
+    <main class="pdoc">
+            <section class="module-info">
+                    <h1 class="modulename">
+<a href="./../../pulsar.html">pulsar</a><wbr>.<a href="./../schema.html">schema</a><wbr>.definition    </h1>
+
+                
+                        <input id="definition-view-source" class="view-source-toggle-state" type="checkbox" aria-hidden="true" tabindex="-1">
+
+                        <label class="view-source-button" for="definition-view-source"><span>View Source</span></label>
+
+                        <div class="pdoc-code codehilite"><pre><span></span><span id="L-1"><a href="#L-1"><span class="linenos">  1</span></a><span class="c1">#</span>
+</span><span id="L-2"><a href="#L-2"><span class="linenos">  2</span></a><span class="c1"># Licensed to the Apache Software Foundation (ASF) under one</span>
+</span><span id="L-3"><a href="#L-3"><span class="linenos">  3</span></a><span class="c1"># or more contributor license agreements.  See the NOTICE file</span>
+</span><span id="L-4"><a href="#L-4"><span class="linenos">  4</span></a><span class="c1"># distributed with this work for additional information</span>
+</span><span id="L-5"><a href="#L-5"><span class="linenos">  5</span></a><span class="c1"># regarding copyright ownership.  The ASF licenses this file</span>
+</span><span id="L-6"><a href="#L-6"><span class="linenos">  6</span></a><span class="c1"># to you under the Apache License, Version 2.0 (the</span>
+</span><span id="L-7"><a href="#L-7"><span class="linenos">  7</span></a><span class="c1"># &quot;License&quot;); you may not use this file except in compliance</span>
+</span><span id="L-8"><a href="#L-8"><span class="linenos">  8</span></a><span class="c1"># with the License.  You may obtain a copy of the License at</span>
+</span><span id="L-9"><a href="#L-9"><span class="linenos">  9</span></a><span class="c1">#</span>
+</span><span id="L-10"><a href="#L-10"><span class="linenos"> 10</span></a><span class="c1">#   http://www.apache.org/licenses/LICENSE-2.0</span>
+</span><span id="L-11"><a href="#L-11"><span class="linenos"> 11</span></a><span class="c1">#</span>
+</span><span id="L-12"><a href="#L-12"><span class="linenos"> 12</span></a><span class="c1"># Unless required by applicable law or agreed to in writing,</span>
+</span><span id="L-13"><a href="#L-13"><span class="linenos"> 13</span></a><span class="c1"># software distributed under the License is distributed on an</span>
+</span><span id="L-14"><a href="#L-14"><span class="linenos"> 14</span></a><span class="c1"># &quot;AS IS&quot; BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY</span>
+</span><span id="L-15"><a href="#L-15"><span class="linenos"> 15</span></a><span class="c1"># KIND, either express or implied.  See the License for the</span>
+</span><span id="L-16"><a href="#L-16"><span class="linenos"> 16</span></a><span class="c1"># specific language governing permissions and limitations</span>
+</span><span id="L-17"><a href="#L-17"><span class="linenos"> 17</span></a><span class="c1"># under the License.</span>
+</span><span id="L-18"><a href="#L-18"><span class="linenos"> 18</span></a><span class="c1">#</span>
+</span><span id="L-19"><a href="#L-19"><span class="linenos"> 19</span></a>
+</span><span id="L-20"><a href="#L-20"><span class="linenos"> 20</span></a><span class="kn">import</span> <span class="nn">copy</span>
+</span><span id="L-21"><a href="#L-21"><span class="linenos"> 21</span></a><span class="kn">from</span> <span class="nn">abc</span> <span class="kn">import</span> <span class="n">abstractmethod</span>
+</span><span id="L-22"><a href="#L-22"><span class="linenos"> 22</span></a><span class="kn">from</span> <span class="nn">collections</span> <span class="kn">import</span> <span class="n">OrderedDict</span>
+</span><span id="L-23"><a href="#L-23"><span class="linenos"> 23</span></a><span class="kn">from</span> <span class="nn">enum</span> <span class="kn">import</span> <span class="n">Enum</span><span class="p">,</span> <span class="n">EnumMeta</span>
+</span><span id="L-24"><a href="#L-24"><span class="linenos"> 24</span></a><span class="kn">from</span> <span class="nn">six</span> <span class="kn">import</span> <span class="n">with_metaclass</span>
+</span><span id="L-25"><a href="#L-25"><span class="linenos"> 25</span></a>
+</span><span id="L-26"><a href="#L-26"><span class="linenos"> 26</span></a>
+</span><span id="L-27"><a href="#L-27"><span class="linenos"> 27</span></a><span class="k">def</span> <span class="nf">_check_record_or_field</span><span class="p">(</span><span class="n">x</span><span class="p">):</span>
+</span><span id="L-28"><a href="#L-28"><span class="linenos"> 28</span></a>    <span class="k">if</span> <span class="p">(</span><span class="nb">type</span><span class="p">(</span><span class="n">x</span><span class="p">)</span> <span class="ow">is</span> <span class="nb">type</span> <span class="ow">and</span> <span class="ow">not</span> <span class="nb">issubclass</span><span class="p">(</span><span class="n">x</span><span class="p">,</span> <span class="n">Record</span><span class="p [...]
+</span><span id="L-29"><a href="#L-29"><span class="linenos"> 29</span></a>            <span class="ow">and</span> <span class="ow">not</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">x</span><span class="p">,</span> <span class="n">Field</span><span class="p">):</span>
+</span><span id="L-30"><a href="#L-30"><span class="linenos"> 30</span></a>        <span class="k">raise</span> <span class="ne">Exception</span><span class="p">(</span><span class="s1">&#39;Argument &#39;</span> <span class="o">+</span> <span class="n">x</span> <span class="o">+</span> <span class="s1">&#39; is not a Record or a Field&#39;</span><span class="p">)</span>
+</span><span id="L-31"><a href="#L-31"><span class="linenos"> 31</span></a>
+</span><span id="L-32"><a href="#L-32"><span class="linenos"> 32</span></a>
+</span><span id="L-33"><a href="#L-33"><span class="linenos"> 33</span></a><span class="k">class</span> <span class="nc">RecordMeta</span><span class="p">(</span><span class="nb">type</span><span class="p">):</span>
+</span><span id="L-34"><a href="#L-34"><span class="linenos"> 34</span></a>    <span class="k">def</span> <span class="fm">__new__</span><span class="p">(</span><span class="n">metacls</span><span class="p">,</span> <span class="n">name</span><span class="p">,</span> <span class="n">parents</span><span class="p">,</span> <span class="n">dct</span><span class="p">):</span>
+</span><span id="L-35"><a href="#L-35"><span class="linenos"> 35</span></a>        <span class="k">if</span> <span class="n">name</span> <span class="o">!=</span> <span class="s1">&#39;Record&#39;</span><span class="p">:</span>
+</span><span id="L-36"><a href="#L-36"><span class="linenos"> 36</span></a>            <span class="c1"># Do not apply this logic to the base class itself</span>
+</span><span id="L-37"><a href="#L-37"><span class="linenos"> 37</span></a>            <span class="n">dct</span><span class="p">[</span><span class="s1">&#39;_fields&#39;</span><span class="p">]</span> <span class="o">=</span> <span class="n">RecordMeta</span><span class="o">.</span><span class="n">_get_fields</span><span class="p">(</span><span class="n">dct</span><span class="p">)</span>
+</span><span id="L-38"><a href="#L-38"><span class="linenos"> 38</span></a>            <span class="n">dct</span><span class="p">[</span><span class="s1">&#39;_required&#39;</span><span class="p">]</span> <span class="o">=</span> <span class="kc">False</span>
+</span><span id="L-39"><a href="#L-39"><span class="linenos"> 39</span></a>        <span class="k">return</span> <span class="nb">type</span><span class="o">.</span><span class="fm">__new__</span><span class="p">(</span><span class="n">metacls</span><span class="p">,</span> <span class="n">name</span><span class="p">,</span> <span class="n">parents</span><span class="p">,</span> <span class="n">dct</span><span class="p">)</span>
+</span><span id="L-40"><a href="#L-40"><span class="linenos"> 40</span></a>
+</span><span id="L-41"><a href="#L-41"><span class="linenos"> 41</span></a>    <span class="nd">@classmethod</span>
+</span><span id="L-42"><a href="#L-42"><span class="linenos"> 42</span></a>    <span class="k">def</span> <span class="nf">_get_fields</span><span class="p">(</span><span class="bp">cls</span><span class="p">,</span> <span class="n">dct</span><span class="p">):</span>
+</span><span id="L-43"><a href="#L-43"><span class="linenos"> 43</span></a>        <span class="c1"># Build a set of valid fields for this record</span>
+</span><span id="L-44"><a href="#L-44"><span class="linenos"> 44</span></a>        <span class="n">fields</span> <span class="o">=</span> <span class="n">OrderedDict</span><span class="p">()</span>
+</span><span id="L-45"><a href="#L-45"><span class="linenos"> 45</span></a>        <span class="k">for</span> <span class="n">name</span><span class="p">,</span> <span class="n">value</span> <span class="ow">in</span> <span class="n">dct</span><span class="o">.</span><span class="n">items</span><span class="p">():</span>
+</span><span id="L-46"><a href="#L-46"><span class="linenos"> 46</span></a>            <span class="k">if</span> <span class="nb">issubclass</span><span class="p">(</span><span class="nb">type</span><span class="p">(</span><span class="n">value</span><span class="p">),</span> <span class="n">EnumMeta</span><span class="p">):</span>
+</span><span id="L-47"><a href="#L-47"><span class="linenos"> 47</span></a>                <span class="n">value</span> <span class="o">=</span> <span class="n">CustomEnum</span><span class="p">(</span><span class="n">value</span><span class="p">)</span>
+</span><span id="L-48"><a href="#L-48"><span class="linenos"> 48</span></a>            <span class="k">elif</span> <span class="nb">type</span><span class="p">(</span><span class="n">value</span><span class="p">)</span> <span class="o">==</span> <span class="n">RecordMeta</span><span class="p">:</span>
+</span><span id="L-49"><a href="#L-49"><span class="linenos"> 49</span></a>                <span class="c1"># We expect an instance of a record rather than the class itself</span>
+</span><span id="L-50"><a href="#L-50"><span class="linenos"> 50</span></a>                <span class="n">value</span> <span class="o">=</span> <span class="n">value</span><span class="p">()</span>
+</span><span id="L-51"><a href="#L-51"><span class="linenos"> 51</span></a>
+</span><span id="L-52"><a href="#L-52"><span class="linenos"> 52</span></a>            <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">value</span><span class="p">,</span> <span class="n">Record</span><span class="p">)</span> <span class="ow">or</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">value</span><span class="p">,</span> <span class="n">Field</span><span class="p">):</span>
+</span><span id="L-53"><a href="#L-53"><span class="linenos"> 53</span></a>                <span class="n">fields</span><span class="p">[</span><span class="n">name</span><span class="p">]</span> <span class="o">=</span> <span class="n">value</span>
+</span><span id="L-54"><a href="#L-54"><span class="linenos"> 54</span></a>        <span class="k">return</span> <span class="n">fields</span>
+</span><span id="L-55"><a href="#L-55"><span class="linenos"> 55</span></a>
+</span><span id="L-56"><a href="#L-56"><span class="linenos"> 56</span></a>
+</span><span id="L-57"><a href="#L-57"><span class="linenos"> 57</span></a><span class="k">class</span> <span class="nc">Record</span><span class="p">(</span><span class="n">with_metaclass</span><span class="p">(</span><span class="n">RecordMeta</span><span class="p">,</span> <span class="nb">object</span><span class="p">)):</span>
+</span><span id="L-58"><a href="#L-58"><span class="linenos"> 58</span></a>
+</span><span id="L-59"><a href="#L-59"><span class="linenos"> 59</span></a>    <span class="c1"># This field is used to set namespace for Avro Record schema.</span>
+</span><span id="L-60"><a href="#L-60"><span class="linenos"> 60</span></a>    <span class="n">_avro_namespace</span> <span class="o">=</span> <span class="kc">None</span>
+</span><span id="L-61"><a href="#L-61"><span class="linenos"> 61</span></a>
+</span><span id="L-62"><a href="#L-62"><span class="linenos"> 62</span></a>    <span class="c1"># Generate a schema where fields are sorted alphabetically</span>
+</span><span id="L-63"><a href="#L-63"><span class="linenos"> 63</span></a>    <span class="n">_sorted_fields</span> <span class="o">=</span> <span class="kc">False</span>
+</span><span id="L-64"><a href="#L-64"><span class="linenos"> 64</span></a>
+</span><span id="L-65"><a href="#L-65"><span class="linenos"> 65</span></a>    <span class="k">def</span> <span class="fm">__init__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">default</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> <span class="n">required_default</span><span class="o">=</span><span class="kc">False</span><span class="p">,</span> <span class="n">required</span><span class="o">=</spa [...]
+</span><span id="L-66"><a href="#L-66"><span class="linenos"> 66</span></a>        <span class="bp">self</span><span class="o">.</span><span class="n">_required_default</span> <span class="o">=</span> <span class="n">required_default</span>
+</span><span id="L-67"><a href="#L-67"><span class="linenos"> 67</span></a>        <span class="bp">self</span><span class="o">.</span><span class="n">_default</span> <span class="o">=</span> <span class="n">default</span>
+</span><span id="L-68"><a href="#L-68"><span class="linenos"> 68</span></a>        <span class="bp">self</span><span class="o">.</span><span class="n">_required</span> <span class="o">=</span> <span class="n">required</span>
+</span><span id="L-69"><a href="#L-69"><span class="linenos"> 69</span></a>
+</span><span id="L-70"><a href="#L-70"><span class="linenos"> 70</span></a>        <span class="k">for</span> <span class="n">k</span><span class="p">,</span> <span class="n">value</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">_fields</span><span class="o">.</span><span class="n">items</span><span class="p">():</span>
+</span><span id="L-71"><a href="#L-71"><span class="linenos"> 71</span></a>            <span class="k">if</span> <span class="n">k</span> <span class="ow">in</span> <span class="n">kwargs</span><span class="p">:</span>
+</span><span id="L-72"><a href="#L-72"><span class="linenos"> 72</span></a>                <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">value</span><span class="p">,</span> <span class="n">Record</span><span class="p">)</span> <span class="ow">and</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">kwargs</span><span class="p">[</span><span class="n">k</span><span class="p">],</span> <span class="nb">dict [...]
+</span><span id="L-73"><a href="#L-73"><span class="linenos"> 73</span></a>                    <span class="c1"># Use dict init Record object</span>
+</span><span id="L-74"><a href="#L-74"><span class="linenos"> 74</span></a>                    <span class="n">copied</span> <span class="o">=</span> <span class="n">copy</span><span class="o">.</span><span class="n">copy</span><span class="p">(</span><span class="n">value</span><span class="p">)</span>
+</span><span id="L-75"><a href="#L-75"><span class="linenos"> 75</span></a>                    <span class="n">copied</span><span class="o">.</span><span class="fm">__init__</span><span class="p">(</span><span class="o">**</span><span class="n">kwargs</span><span class="p">[</span><span class="n">k</span><span class="p">])</span>
+</span><span id="L-76"><a href="#L-76"><span class="linenos"> 76</span></a>                    <span class="bp">self</span><span class="o">.</span><span class="fm">__setattr__</span><span class="p">(</span><span class="n">k</span><span class="p">,</span> <span class="n">copied</span><span class="p">)</span>
+</span><span id="L-77"><a href="#L-77"><span class="linenos"> 77</span></a>                <span class="k">elif</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">value</span><span class="p">,</span> <span class="n">Array</span><span class="p">)</span> <span class="ow">and</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">kwargs</span><span class="p">[</span><span class="n">k</span><span class="p">],</span> <span class="nb">lis [...]
+</span><span id="L-78"><a href="#L-78"><span class="linenos"> 78</span></a>                        <span class="ow">and</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">value</span><span class="o">.</span><span class="n">array_type</span><span class="p">,</span> <span class="n">Record</span><span class="p">)</span> <span class="ow">and</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">kwargs</span><span class="p">[</span><spa [...]
+</span><span id="L-79"><a href="#L-79"><span class="linenos"> 79</span></a>                    <span class="n">arr</span> <span class="o">=</span> <span class="p">[]</span>
+</span><span id="L-80"><a href="#L-80"><span class="linenos"> 80</span></a>                    <span class="k">for</span> <span class="n">item</span> <span class="ow">in</span> <span class="n">kwargs</span><span class="p">[</span><span class="n">k</span><span class="p">]:</span>
+</span><span id="L-81"><a href="#L-81"><span class="linenos"> 81</span></a>                        <span class="n">copied</span> <span class="o">=</span> <span class="n">copy</span><span class="o">.</span><span class="n">copy</span><span class="p">(</span><span class="n">value</span><span class="o">.</span><span class="n">array_type</span><span class="p">)</span>
+</span><span id="L-82"><a href="#L-82"><span class="linenos"> 82</span></a>                        <span class="n">copied</span><span class="o">.</span><span class="fm">__init__</span><span class="p">(</span><span class="o">**</span><span class="n">item</span><span class="p">)</span>
+</span><span id="L-83"><a href="#L-83"><span class="linenos"> 83</span></a>                        <span class="n">arr</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">copied</span><span class="p">)</span>
+</span><span id="L-84"><a href="#L-84"><span class="linenos"> 84</span></a>                    <span class="bp">self</span><span class="o">.</span><span class="fm">__setattr__</span><span class="p">(</span><span class="n">k</span><span class="p">,</span> <span class="n">arr</span><span class="p">)</span>
+</span><span id="L-85"><a href="#L-85"><span class="linenos"> 85</span></a>                <span class="k">elif</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">value</span><span class="p">,</span> <span class="n">Map</span><span class="p">)</span> <span class="ow">and</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">kwargs</span><span class="p">[</span><span class="n">k</span><span class="p">],</span> <span class="nb">dict< [...]
+</span><span id="L-86"><a href="#L-86"><span class="linenos"> 86</span></a>                    <span class="ow">and</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">value</span><span class="o">.</span><span class="n">value_type</span><span class="p">,</span> <span class="n">Record</span><span class="p">)</span> <span class="ow">and</span> <span class="nb">isinstance</span><span class="p">(</span><span class="nb">list</span><span class="p">(</span><span cla [...]
+</span><span id="L-87"><a href="#L-87"><span class="linenos"> 87</span></a>                    <span class="n">dic</span> <span class="o">=</span> <span class="p">{}</span>
+</span><span id="L-88"><a href="#L-88"><span class="linenos"> 88</span></a>                    <span class="k">for</span> <span class="n">mapKey</span><span class="p">,</span> <span class="n">mapValue</span> <span class="ow">in</span> <span class="n">kwargs</span><span class="p">[</span><span class="n">k</span><span class="p">]</span><span class="o">.</span><span class="n">items</span><span class="p">():</span>
+</span><span id="L-89"><a href="#L-89"><span class="linenos"> 89</span></a>                        <span class="n">copied</span> <span class="o">=</span> <span class="n">copy</span><span class="o">.</span><span class="n">copy</span><span class="p">(</span><span class="n">value</span><span class="o">.</span><span class="n">value_type</span><span class="p">)</span>
+</span><span id="L-90"><a href="#L-90"><span class="linenos"> 90</span></a>                        <span class="n">copied</span><span class="o">.</span><span class="fm">__init__</span><span class="p">(</span><span class="o">**</span><span class="n">mapValue</span><span class="p">)</span>
+</span><span id="L-91"><a href="#L-91"><span class="linenos"> 91</span></a>                        <span class="n">dic</span><span class="p">[</span><span class="n">mapKey</span><span class="p">]</span> <span class="o">=</span> <span class="n">copied</span>
+</span><span id="L-92"><a href="#L-92"><span class="linenos"> 92</span></a>                    <span class="bp">self</span><span class="o">.</span><span class="fm">__setattr__</span><span class="p">(</span><span class="n">k</span><span class="p">,</span> <span class="n">dic</span><span class="p">)</span>
+</span><span id="L-93"><a href="#L-93"><span class="linenos"> 93</span></a>                <span class="k">else</span><span class="p">:</span>
+</span><span id="L-94"><a href="#L-94"><span class="linenos"> 94</span></a>                    <span class="c1"># Value was overridden at constructor</span>
+</span><span id="L-95"><a href="#L-95"><span class="linenos"> 95</span></a>                    <span class="bp">self</span><span class="o">.</span><span class="fm">__setattr__</span><span class="p">(</span><span class="n">k</span><span class="p">,</span> <span class="n">kwargs</span><span class="p">[</span><span class="n">k</span><span class="p">])</span>
+</span><span id="L-96"><a href="#L-96"><span class="linenos"> 96</span></a>            <span class="k">elif</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">value</span><span class="p">,</span> <span class="n">Record</span><span class="p">):</span>
+</span><span id="L-97"><a href="#L-97"><span class="linenos"> 97</span></a>                <span class="c1"># Value is a subrecord</span>
+</span><span id="L-98"><a href="#L-98"><span class="linenos"> 98</span></a>                <span class="bp">self</span><span class="o">.</span><span class="fm">__setattr__</span><span class="p">(</span><span class="n">k</span><span class="p">,</span> <span class="n">value</span><span class="p">)</span>
+</span><span id="L-99"><a href="#L-99"><span class="linenos"> 99</span></a>            <span class="k">else</span><span class="p">:</span>
+</span><span id="L-100"><a href="#L-100"><span class="linenos">100</span></a>                <span class="c1"># Set field to default value, without revalidating the default value type</span>
+</span><span id="L-101"><a href="#L-101"><span class="linenos">101</span></a>                <span class="nb">super</span><span class="p">(</span><span class="n">Record</span><span class="p">,</span> <span class="bp">self</span><span class="p">)</span><span class="o">.</span><span class="fm">__setattr__</span><span class="p">(</span><span class="n">k</span><span class="p">,</span> <span class="n">value</span><span class="o">.</span><span class="n">default</span><span class="p">())</span>
+</span><span id="L-102"><a href="#L-102"><span class="linenos">102</span></a>
+</span><span id="L-103"><a href="#L-103"><span class="linenos">103</span></a>    <span class="nd">@classmethod</span>
+</span><span id="L-104"><a href="#L-104"><span class="linenos">104</span></a>    <span class="k">def</span> <span class="nf">schema</span><span class="p">(</span><span class="bp">cls</span><span class="p">):</span>
+</span><span id="L-105"><a href="#L-105"><span class="linenos">105</span></a>        <span class="k">return</span> <span class="bp">cls</span><span class="o">.</span><span class="n">schema_info</span><span class="p">(</span><span class="nb">set</span><span class="p">())</span>
+</span><span id="L-106"><a href="#L-106"><span class="linenos">106</span></a>
+</span><span id="L-107"><a href="#L-107"><span class="linenos">107</span></a>    <span class="nd">@classmethod</span>
+</span><span id="L-108"><a href="#L-108"><span class="linenos">108</span></a>    <span class="k">def</span> <span class="nf">schema_info</span><span class="p">(</span><span class="bp">cls</span><span class="p">,</span> <span class="n">defined_names</span><span class="p">):</span>
+</span><span id="L-109"><a href="#L-109"><span class="linenos">109</span></a>        <span class="n">namespace_prefix</span> <span class="o">=</span> <span class="s1">&#39;&#39;</span>
+</span><span id="L-110"><a href="#L-110"><span class="linenos">110</span></a>        <span class="k">if</span> <span class="bp">cls</span><span class="o">.</span><span class="n">_avro_namespace</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span><span class="p">:</span>
+</span><span id="L-111"><a href="#L-111"><span class="linenos">111</span></a>            <span class="n">namespace_prefix</span> <span class="o">=</span> <span class="bp">cls</span><span class="o">.</span><span class="n">_avro_namespace</span> <span class="o">+</span> <span class="s1">&#39;.&#39;</span>
+</span><span id="L-112"><a href="#L-112"><span class="linenos">112</span></a>        <span class="n">namespace_name</span> <span class="o">=</span> <span class="n">namespace_prefix</span> <span class="o">+</span> <span class="bp">cls</span><span class="o">.</span><span class="vm">__name__</span>
+</span><span id="L-113"><a href="#L-113"><span class="linenos">113</span></a>
+</span><span id="L-114"><a href="#L-114"><span class="linenos">114</span></a>        <span class="k">if</span> <span class="n">namespace_name</span> <span class="ow">in</span> <span class="n">defined_names</span><span class="p">:</span>
+</span><span id="L-115"><a href="#L-115"><span class="linenos">115</span></a>            <span class="k">return</span> <span class="n">namespace_name</span>
+</span><span id="L-116"><a href="#L-116"><span class="linenos">116</span></a>
+</span><span id="L-117"><a href="#L-117"><span class="linenos">117</span></a>        <span class="n">defined_names</span><span class="o">.</span><span class="n">add</span><span class="p">(</span><span class="n">namespace_name</span><span class="p">)</span>
+</span><span id="L-118"><a href="#L-118"><span class="linenos">118</span></a>
+</span><span id="L-119"><a href="#L-119"><span class="linenos">119</span></a>        <span class="n">schema</span> <span class="o">=</span> <span class="p">{</span>
+</span><span id="L-120"><a href="#L-120"><span class="linenos">120</span></a>            <span class="s1">&#39;type&#39;</span><span class="p">:</span> <span class="s1">&#39;record&#39;</span><span class="p">,</span>
+</span><span id="L-121"><a href="#L-121"><span class="linenos">121</span></a>            <span class="s1">&#39;name&#39;</span><span class="p">:</span> <span class="nb">str</span><span class="p">(</span><span class="bp">cls</span><span class="o">.</span><span class="vm">__name__</span><span class="p">)</span>
+</span><span id="L-122"><a href="#L-122"><span class="linenos">122</span></a>        <span class="p">}</span>
+</span><span id="L-123"><a href="#L-123"><span class="linenos">123</span></a>        <span class="k">if</span> <span class="bp">cls</span><span class="o">.</span><span class="n">_avro_namespace</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span><span class="p">:</span>
+</span><span id="L-124"><a href="#L-124"><span class="linenos">124</span></a>            <span class="n">schema</span><span class="p">[</span><span class="s1">&#39;namespace&#39;</span><span class="p">]</span> <span class="o">=</span> <span class="bp">cls</span><span class="o">.</span><span class="n">_avro_namespace</span>
+</span><span id="L-125"><a href="#L-125"><span class="linenos">125</span></a>        <span class="n">schema</span><span class="p">[</span><span class="s1">&#39;fields&#39;</span><span class="p">]</span> <span class="o">=</span> <span class="p">[]</span>
+</span><span id="L-126"><a href="#L-126"><span class="linenos">126</span></a>
+</span><span id="L-127"><a href="#L-127"><span class="linenos">127</span></a>        <span class="k">def</span> <span class="nf">get_filed_default_value</span><span class="p">(</span><span class="n">value</span><span class="p">):</span>
+</span><span id="L-128"><a href="#L-128"><span class="linenos">128</span></a>            <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">value</span><span class="p">,</span> <span class="n">Enum</span><span class="p">):</span>
+</span><span id="L-129"><a href="#L-129"><span class="linenos">129</span></a>                <span class="k">return</span> <span class="n">value</span><span class="o">.</span><span class="n">name</span>
+</span><span id="L-130"><a href="#L-130"><span class="linenos">130</span></a>            <span class="k">else</span><span class="p">:</span>
+</span><span id="L-131"><a href="#L-131"><span class="linenos">131</span></a>                <span class="k">return</span> <span class="n">value</span>
+</span><span id="L-132"><a href="#L-132"><span class="linenos">132</span></a>
+</span><span id="L-133"><a href="#L-133"><span class="linenos">133</span></a>        <span class="k">if</span> <span class="bp">cls</span><span class="o">.</span><span class="n">_sorted_fields</span><span class="p">:</span>
+</span><span id="L-134"><a href="#L-134"><span class="linenos">134</span></a>            <span class="n">fields</span> <span class="o">=</span> <span class="nb">sorted</span><span class="p">(</span><span class="bp">cls</span><span class="o">.</span><span class="n">_fields</span><span class="o">.</span><span class="n">keys</span><span class="p">())</span>
+</span><span id="L-135"><a href="#L-135"><span class="linenos">135</span></a>        <span class="k">else</span><span class="p">:</span>
+</span><span id="L-136"><a href="#L-136"><span class="linenos">136</span></a>            <span class="n">fields</span> <span class="o">=</span> <span class="bp">cls</span><span class="o">.</span><span class="n">_fields</span><span class="o">.</span><span class="n">keys</span><span class="p">()</span>
+</span><span id="L-137"><a href="#L-137"><span class="linenos">137</span></a>        <span class="k">for</span> <span class="n">name</span> <span class="ow">in</span> <span class="n">fields</span><span class="p">:</span>
+</span><span id="L-138"><a href="#L-138"><span class="linenos">138</span></a>            <span class="n">field</span> <span class="o">=</span> <span class="bp">cls</span><span class="o">.</span><span class="n">_fields</span><span class="p">[</span><span class="n">name</span><span class="p">]</span>
+</span><span id="L-139"><a href="#L-139"><span class="linenos">139</span></a>            <span class="n">field_type</span> <span class="o">=</span> <span class="n">field</span><span class="o">.</span><span class="n">schema_info</span><span class="p">(</span><span class="n">defined_names</span><span class="p">)</span> \
+</span><span id="L-140"><a href="#L-140"><span class="linenos">140</span></a>                <span class="k">if</span> <span class="n">field</span><span class="o">.</span><span class="n">_required</span> <span class="k">else</span> <span class="p">[</span><span class="s1">&#39;null&#39;</span><span class="p">,</span> <span class="n">field</span><span class="o">.</span><span class="n">schema_info</span><span class="p">(</span><span class="n">defined_names</span><span class="p">)]</span>
+</span><span id="L-141"><a href="#L-141"><span class="linenos">141</span></a>            <span class="n">schema</span><span class="p">[</span><span class="s1">&#39;fields&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">append</span><span class="p">({</span>
+</span><span id="L-142"><a href="#L-142"><span class="linenos">142</span></a>                <span class="s1">&#39;name&#39;</span><span class="p">:</span> <span class="n">name</span><span class="p">,</span>
+</span><span id="L-143"><a href="#L-143"><span class="linenos">143</span></a>                <span class="s1">&#39;default&#39;</span><span class="p">:</span> <span class="n">get_filed_default_value</span><span class="p">(</span><span class="n">field</span><span class="o">.</span><span class="n">default</span><span class="p">()),</span>
+</span><span id="L-144"><a href="#L-144"><span class="linenos">144</span></a>                <span class="s1">&#39;type&#39;</span><span class="p">:</span> <span class="n">field_type</span>
+</span><span id="L-145"><a href="#L-145"><span class="linenos">145</span></a>            <span class="p">})</span> <span class="k">if</span> <span class="n">field</span><span class="o">.</span><span class="n">required_default</span><span class="p">()</span> <span class="k">else</span> <span class="n">schema</span><span class="p">[</span><span class="s1">&#39;fields&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">append</span><span class="p">({</span>
+</span><span id="L-146"><a href="#L-146"><span class="linenos">146</span></a>                <span class="s1">&#39;name&#39;</span><span class="p">:</span> <span class="n">name</span><span class="p">,</span>
+</span><span id="L-147"><a href="#L-147"><span class="linenos">147</span></a>                <span class="s1">&#39;type&#39;</span><span class="p">:</span> <span class="n">field_type</span><span class="p">,</span>
+</span><span id="L-148"><a href="#L-148"><span class="linenos">148</span></a>            <span class="p">})</span>
+</span><span id="L-149"><a href="#L-149"><span class="linenos">149</span></a>
+</span><span id="L-150"><a href="#L-150"><span class="linenos">150</span></a>        <span class="k">return</span> <span class="n">schema</span>
+</span><span id="L-151"><a href="#L-151"><span class="linenos">151</span></a>
+</span><span id="L-152"><a href="#L-152"><span class="linenos">152</span></a>    <span class="k">def</span> <span class="fm">__setattr__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">key</span><span class="p">,</span> <span class="n">value</span><span class="p">):</span>
+</span><span id="L-153"><a href="#L-153"><span class="linenos">153</span></a>        <span class="k">if</span> <span class="n">key</span> <span class="o">==</span> <span class="s1">&#39;_default&#39;</span><span class="p">:</span>
+</span><span id="L-154"><a href="#L-154"><span class="linenos">154</span></a>            <span class="nb">super</span><span class="p">(</span><span class="n">Record</span><span class="p">,</span> <span class="bp">self</span><span class="p">)</span><span class="o">.</span><span class="fm">__setattr__</span><span class="p">(</span><span class="n">key</span><span class="p">,</span> <span class="n">value</span><span class="p">)</span>
+</span><span id="L-155"><a href="#L-155"><span class="linenos">155</span></a>        <span class="k">elif</span> <span class="n">key</span> <span class="o">==</span> <span class="s1">&#39;_required_default&#39;</span><span class="p">:</span>
+</span><span id="L-156"><a href="#L-156"><span class="linenos">156</span></a>            <span class="nb">super</span><span class="p">(</span><span class="n">Record</span><span class="p">,</span> <span class="bp">self</span><span class="p">)</span><span class="o">.</span><span class="fm">__setattr__</span><span class="p">(</span><span class="n">key</span><span class="p">,</span> <span class="n">value</span><span class="p">)</span>
+</span><span id="L-157"><a href="#L-157"><span class="linenos">157</span></a>        <span class="k">elif</span> <span class="n">key</span> <span class="o">==</span> <span class="s1">&#39;_required&#39;</span><span class="p">:</span>
+</span><span id="L-158"><a href="#L-158"><span class="linenos">158</span></a>            <span class="nb">super</span><span class="p">(</span><span class="n">Record</span><span class="p">,</span> <span class="bp">self</span><span class="p">)</span><span class="o">.</span><span class="fm">__setattr__</span><span class="p">(</span><span class="n">key</span><span class="p">,</span> <span class="n">value</span><span class="p">)</span>
+</span><span id="L-159"><a href="#L-159"><span class="linenos">159</span></a>        <span class="k">else</span><span class="p">:</span>
+</span><span id="L-160"><a href="#L-160"><span class="linenos">160</span></a>            <span class="k">if</span> <span class="n">key</span> <span class="ow">not</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">_fields</span><span class="p">:</span>
+</span><span id="L-161"><a href="#L-161"><span class="linenos">161</span></a>                <span class="k">raise</span> <span class="ne">AttributeError</span><span class="p">(</span><span class="s1">&#39;Cannot set undeclared field &#39;</span> <span class="o">+</span> <span class="n">key</span> <span class="o">+</span> <span class="s1">&#39; on record&#39;</span><span class="p">)</span>
+</span><span id="L-162"><a href="#L-162"><span class="linenos">162</span></a>
+</span><span id="L-163"><a href="#L-163"><span class="linenos">163</span></a>            <span class="c1"># Check that type of value matches the field type</span>
+</span><span id="L-164"><a href="#L-164"><span class="linenos">164</span></a>            <span class="n">field</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_fields</span><span class="p">[</span><span class="n">key</span><span class="p">]</span>
+</span><span id="L-165"><a href="#L-165"><span class="linenos">165</span></a>            <span class="n">value</span> <span class="o">=</span> <span class="n">field</span><span class="o">.</span><span class="n">validate_type</span><span class="p">(</span><span class="n">key</span><span class="p">,</span> <span class="n">value</span><span class="p">)</span>
+</span><span id="L-166"><a href="#L-166"><span class="linenos">166</span></a>            <span class="nb">super</span><span class="p">(</span><span class="n">Record</span><span class="p">,</span> <span class="bp">self</span><span class="p">)</span><span class="o">.</span><span class="fm">__setattr__</span><span class="p">(</span><span class="n">key</span><span class="p">,</span> <span class="n">value</span><span class="p">)</span>
+</span><span id="L-167"><a href="#L-167"><span class="linenos">167</span></a>
+</span><span id="L-168"><a href="#L-168"><span class="linenos">168</span></a>    <span class="k">def</span> <span class="fm">__eq__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">other</span><span class="p">):</span>
+</span><span id="L-169"><a href="#L-169"><span class="linenos">169</span></a>        <span class="k">for</span> <span class="n">field</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">_fields</span><span class="p">:</span>
+</span><span id="L-170"><a href="#L-170"><span class="linenos">170</span></a>            <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="fm">__getattribute__</span><span class="p">(</span><span class="n">field</span><span class="p">)</span> <span class="o">!=</span> <span class="n">other</span><span class="o">.</span><span class="fm">__getattribute__</span><span class="p">(</span><span class="n">field</span><span class="p">):</span>
+</span><span id="L-171"><a href="#L-171"><span class="linenos">171</span></a>                <span class="k">return</span> <span class="kc">False</span>
+</span><span id="L-172"><a href="#L-172"><span class="linenos">172</span></a>        <span class="k">return</span> <span class="kc">True</span>
+</span><span id="L-173"><a href="#L-173"><span class="linenos">173</span></a>
+</span><span id="L-174"><a href="#L-174"><span class="linenos">174</span></a>    <span class="k">def</span> <span class="fm">__ne__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">other</span><span class="p">):</span>
+</span><span id="L-175"><a href="#L-175"><span class="linenos">175</span></a>        <span class="k">return</span> <span class="ow">not</span> <span class="bp">self</span><span class="o">.</span><span class="fm">__eq__</span><span class="p">(</span><span class="n">other</span><span class="p">)</span>
+</span><span id="L-176"><a href="#L-176"><span class="linenos">176</span></a>
+</span><span id="L-177"><a href="#L-177"><span class="linenos">177</span></a>    <span class="k">def</span> <span class="fm">__str__</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="L-178"><a href="#L-178"><span class="linenos">178</span></a>        <span class="k">return</span> <span class="nb">str</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="vm">__dict__</span><span class="p">)</span>
+</span><span id="L-179"><a href="#L-179"><span class="linenos">179</span></a>
+</span><span id="L-180"><a href="#L-180"><span class="linenos">180</span></a>    <span class="k">def</span> <span class="nf">type</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="L-181"><a href="#L-181"><span class="linenos">181</span></a>        <span class="k">return</span> <span class="nb">str</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="vm">__class__</span><span class="o">.</span><span class="vm">__name__</span><span class="p">)</span>
+</span><span id="L-182"><a href="#L-182"><span class="linenos">182</span></a>
+</span><span id="L-183"><a href="#L-183"><span class="linenos">183</span></a>    <span class="k">def</span> <span class="nf">python_type</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="L-184"><a href="#L-184"><span class="linenos">184</span></a>        <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="vm">__class__</span>
+</span><span id="L-185"><a href="#L-185"><span class="linenos">185</span></a>
+</span><span id="L-186"><a href="#L-186"><span class="linenos">186</span></a>    <span class="k">def</span> <span class="nf">validate_type</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">name</span><span class="p">,</span> <span class="n">val</span><span class="p">):</span>
+</span><span id="L-187"><a href="#L-187"><span class="linenos">187</span></a>        <span class="k">if</span> <span class="n">val</span> <span class="ow">is</span> <span class="kc">None</span> <span class="ow">and</span> <span class="ow">not</span> <span class="bp">self</span><span class="o">.</span><span class="n">_required</span><span class="p">:</span>
+</span><span id="L-188"><a href="#L-188"><span class="linenos">188</span></a>            <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">default</span><span class="p">()</span>
+</span><span id="L-189"><a href="#L-189"><span class="linenos">189</span></a>
+</span><span id="L-190"><a href="#L-190"><span class="linenos">190</span></a>        <span class="k">if</span> <span class="ow">not</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">val</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="vm">__class__</span><span class="p">):</span>
+</span><span id="L-191"><a href="#L-191"><span class="linenos">191</span></a>            <span class="k">raise</span> <span class="ne">TypeError</span><span class="p">(</span><span class="s2">&quot;Invalid type &#39;</span><span class="si">%s</span><span class="s2">&#39; for sub-record field &#39;</span><span class="si">%s</span><span class="s2">&#39;. Expected: </span><span class="si">%s</span><span class="s2">&quot;</span> <span class="o">%</span> <span class="p">(</span>
+</span><span id="L-192"><a href="#L-192"><span class="linenos">192</span></a>                <span class="nb">type</span><span class="p">(</span><span class="n">val</span><span class="p">),</span> <span class="n">name</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="vm">__class__</span><span class="p">))</span>
+</span><span id="L-193"><a href="#L-193"><span class="linenos">193</span></a>        <span class="k">return</span> <span class="n">val</span>
+</span><span id="L-194"><a href="#L-194"><span class="linenos">194</span></a>
+</span><span id="L-195"><a href="#L-195"><span class="linenos">195</span></a>    <span class="k">def</span> <span class="nf">default</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="L-196"><a href="#L-196"><span class="linenos">196</span></a>        <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">_default</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span><span class="p">:</span>
+</span><span id="L-197"><a href="#L-197"><span class="linenos">197</span></a>            <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_default</span>
+</span><span id="L-198"><a href="#L-198"><span class="linenos">198</span></a>        <span class="k">else</span><span class="p">:</span>
+</span><span id="L-199"><a href="#L-199"><span class="linenos">199</span></a>            <span class="k">return</span> <span class="kc">None</span>
+</span><span id="L-200"><a href="#L-200"><span class="linenos">200</span></a>
+</span><span id="L-201"><a href="#L-201"><span class="linenos">201</span></a>    <span class="k">def</span> <span class="nf">required_default</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="L-202"><a href="#L-202"><span class="linenos">202</span></a>        <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_required_default</span>
+</span><span id="L-203"><a href="#L-203"><span class="linenos">203</span></a>
+</span><span id="L-204"><a href="#L-204"><span class="linenos">204</span></a>
+</span><span id="L-205"><a href="#L-205"><span class="linenos">205</span></a><span class="k">class</span> <span class="nc">Field</span><span class="p">(</span><span class="nb">object</span><span class="p">):</span>
+</span><span id="L-206"><a href="#L-206"><span class="linenos">206</span></a>    <span class="k">def</span> <span class="fm">__init__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">default</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> <span class="n">required</span><span class="o">=</span><span class="kc">False</span><span class="p">,</span> <span class="n">required_default</span><span class="o">=</s [...]
+</span><span id="L-207"><a href="#L-207"><span class="linenos">207</span></a>        <span class="k">if</span> <span class="n">default</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span><span class="p">:</span>
+</span><span id="L-208"><a href="#L-208"><span class="linenos">208</span></a>            <span class="n">default</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">validate_type</span><span class="p">(</span><span class="s1">&#39;default&#39;</span><span class="p">,</span> <span class="n">default</span><span class="p">)</span>
+</span><span id="L-209"><a href="#L-209"><span class="linenos">209</span></a>        <span class="bp">self</span><span class="o">.</span><span class="n">_default</span> <span class="o">=</span> <span class="n">default</span>
+</span><span id="L-210"><a href="#L-210"><span class="linenos">210</span></a>        <span class="bp">self</span><span class="o">.</span><span class="n">_required_default</span> <span class="o">=</span> <span class="n">required_default</span>
+</span><span id="L-211"><a href="#L-211"><span class="linenos">211</span></a>        <span class="bp">self</span><span class="o">.</span><span class="n">_required</span> <span class="o">=</span> <span class="n">required</span>
+</span><span id="L-212"><a href="#L-212"><span class="linenos">212</span></a>
+</span><span id="L-213"><a href="#L-213"><span class="linenos">213</span></a>    <span class="nd">@abstractmethod</span>
+</span><span id="L-214"><a href="#L-214"><span class="linenos">214</span></a>    <span class="k">def</span> <span class="nf">type</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="L-215"><a href="#L-215"><span class="linenos">215</span></a>        <span class="k">pass</span>
+</span><span id="L-216"><a href="#L-216"><span class="linenos">216</span></a>
+</span><span id="L-217"><a href="#L-217"><span class="linenos">217</span></a>    <span class="nd">@abstractmethod</span>
+</span><span id="L-218"><a href="#L-218"><span class="linenos">218</span></a>    <span class="k">def</span> <span class="nf">python_type</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="L-219"><a href="#L-219"><span class="linenos">219</span></a>        <span class="k">pass</span>
+</span><span id="L-220"><a href="#L-220"><span class="linenos">220</span></a>
+</span><span id="L-221"><a href="#L-221"><span class="linenos">221</span></a>    <span class="k">def</span> <span class="nf">validate_type</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">name</span><span class="p">,</span> <span class="n">val</span><span class="p">):</span>
+</span><span id="L-222"><a href="#L-222"><span class="linenos">222</span></a>        <span class="k">if</span> <span class="n">val</span> <span class="ow">is</span> <span class="kc">None</span> <span class="ow">and</span> <span class="ow">not</span> <span class="bp">self</span><span class="o">.</span><span class="n">_required</span><span class="p">:</span>
+</span><span id="L-223"><a href="#L-223"><span class="linenos">223</span></a>            <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">default</span><span class="p">()</span>
+</span><span id="L-224"><a href="#L-224"><span class="linenos">224</span></a>
+</span><span id="L-225"><a href="#L-225"><span class="linenos">225</span></a>        <span class="k">if</span> <span class="nb">type</span><span class="p">(</span><span class="n">val</span><span class="p">)</span> <span class="o">!=</span> <span class="bp">self</span><span class="o">.</span><span class="n">python_type</span><span class="p">():</span>
+</span><span id="L-226"><a href="#L-226"><span class="linenos">226</span></a>            <span class="k">raise</span> <span class="ne">TypeError</span><span class="p">(</span><span class="s2">&quot;Invalid type &#39;</span><span class="si">%s</span><span class="s2">&#39; for field &#39;</span><span class="si">%s</span><span class="s2">&#39;. Expected: </span><span class="si">%s</span><span class="s2">&quot;</span> <span class="o">%</span> <span class="p">(</span><span class="nb">type</sp [...]
+</span><span id="L-227"><a href="#L-227"><span class="linenos">227</span></a>        <span class="k">return</span> <span class="n">val</span>
+</span><span id="L-228"><a href="#L-228"><span class="linenos">228</span></a>
+</span><span id="L-229"><a href="#L-229"><span class="linenos">229</span></a>    <span class="k">def</span> <span class="nf">schema</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="L-230"><a href="#L-230"><span class="linenos">230</span></a>        <span class="c1"># For primitive types, the schema would just be the type itself</span>
+</span><span id="L-231"><a href="#L-231"><span class="linenos">231</span></a>        <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">type</span><span class="p">()</span>
+</span><span id="L-232"><a href="#L-232"><span class="linenos">232</span></a>
+</span><span id="L-233"><a href="#L-233"><span class="linenos">233</span></a>    <span class="k">def</span> <span class="nf">schema_info</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">defined_names</span><span class="p">):</span>
+</span><span id="L-234"><a href="#L-234"><span class="linenos">234</span></a>        <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">type</span><span class="p">()</span>
+</span><span id="L-235"><a href="#L-235"><span class="linenos">235</span></a>
+</span><span id="L-236"><a href="#L-236"><span class="linenos">236</span></a>    <span class="k">def</span> <span class="nf">default</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="L-237"><a href="#L-237"><span class="linenos">237</span></a>        <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_default</span>
+</span><span id="L-238"><a href="#L-238"><span class="linenos">238</span></a>
+</span><span id="L-239"><a href="#L-239"><span class="linenos">239</span></a>    <span class="k">def</span> <span class="nf">required_default</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="L-240"><a href="#L-240"><span class="linenos">240</span></a>        <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_required_default</span>
+</span><span id="L-241"><a href="#L-241"><span class="linenos">241</span></a>
+</span><span id="L-242"><a href="#L-242"><span class="linenos">242</span></a>
+</span><span id="L-243"><a href="#L-243"><span class="linenos">243</span></a><span class="c1"># All types</span>
+</span><span id="L-244"><a href="#L-244"><span class="linenos">244</span></a>
+</span><span id="L-245"><a href="#L-245"><span class="linenos">245</span></a>
+</span><span id="L-246"><a href="#L-246"><span class="linenos">246</span></a><span class="k">class</span> <span class="nc">Null</span><span class="p">(</span><span class="n">Field</span><span class="p">):</span>
+</span><span id="L-247"><a href="#L-247"><span class="linenos">247</span></a>    <span class="k">def</span> <span class="nf">type</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="L-248"><a href="#L-248"><span class="linenos">248</span></a>        <span class="k">return</span> <span class="s1">&#39;null&#39;</span>
+</span><span id="L-249"><a href="#L-249"><span class="linenos">249</span></a>
+</span><span id="L-250"><a href="#L-250"><span class="linenos">250</span></a>    <span class="k">def</span> <span class="nf">python_type</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="L-251"><a href="#L-251"><span class="linenos">251</span></a>        <span class="k">return</span> <span class="nb">type</span><span class="p">(</span><span class="kc">None</span><span class="p">)</span>
+</span><span id="L-252"><a href="#L-252"><span class="linenos">252</span></a>
+</span><span id="L-253"><a href="#L-253"><span class="linenos">253</span></a>    <span class="k">def</span> <span class="nf">validate_type</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">name</span><span class="p">,</span> <span class="n">val</span><span class="p">):</span>
+</span><span id="L-254"><a href="#L-254"><span class="linenos">254</span></a>        <span class="k">if</span> <span class="n">val</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span><span class="p">:</span>
+</span><span id="L-255"><a href="#L-255"><span class="linenos">255</span></a>            <span class="k">raise</span> <span class="ne">TypeError</span><span class="p">(</span><span class="s1">&#39;Field &#39;</span> <span class="o">+</span> <span class="n">name</span> <span class="o">+</span> <span class="s1">&#39; is set to be None&#39;</span><span class="p">)</span>
+</span><span id="L-256"><a href="#L-256"><span class="linenos">256</span></a>        <span class="k">return</span> <span class="n">val</span>
+</span><span id="L-257"><a href="#L-257"><span class="linenos">257</span></a>
+</span><span id="L-258"><a href="#L-258"><span class="linenos">258</span></a>
+</span><span id="L-259"><a href="#L-259"><span class="linenos">259</span></a><span class="k">class</span> <span class="nc">Boolean</span><span class="p">(</span><span class="n">Field</span><span class="p">):</span>
+</span><span id="L-260"><a href="#L-260"><span class="linenos">260</span></a>    <span class="k">def</span> <span class="nf">type</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="L-261"><a href="#L-261"><span class="linenos">261</span></a>        <span class="k">return</span> <span class="s1">&#39;boolean&#39;</span>
+</span><span id="L-262"><a href="#L-262"><span class="linenos">262</span></a>
+</span><span id="L-263"><a href="#L-263"><span class="linenos">263</span></a>    <span class="k">def</span> <span class="nf">python_type</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="L-264"><a href="#L-264"><span class="linenos">264</span></a>        <span class="k">return</span> <span class="nb">bool</span>
+</span><span id="L-265"><a href="#L-265"><span class="linenos">265</span></a>
+</span><span id="L-266"><a href="#L-266"><span class="linenos">266</span></a>    <span class="k">def</span> <span class="nf">default</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="L-267"><a href="#L-267"><span class="linenos">267</span></a>        <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">_default</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span><span class="p">:</span>
+</span><span id="L-268"><a href="#L-268"><span class="linenos">268</span></a>            <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_default</span>
+</span><span id="L-269"><a href="#L-269"><span class="linenos">269</span></a>        <span class="k">else</span><span class="p">:</span>
+</span><span id="L-270"><a href="#L-270"><span class="linenos">270</span></a>            <span class="k">return</span> <span class="kc">False</span>
+</span><span id="L-271"><a href="#L-271"><span class="linenos">271</span></a>
+</span><span id="L-272"><a href="#L-272"><span class="linenos">272</span></a>
+</span><span id="L-273"><a href="#L-273"><span class="linenos">273</span></a><span class="k">class</span> <span class="nc">Integer</span><span class="p">(</span><span class="n">Field</span><span class="p">):</span>
+</span><span id="L-274"><a href="#L-274"><span class="linenos">274</span></a>    <span class="k">def</span> <span class="nf">type</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="L-275"><a href="#L-275"><span class="linenos">275</span></a>        <span class="k">return</span> <span class="s1">&#39;int&#39;</span>
+</span><span id="L-276"><a href="#L-276"><span class="linenos">276</span></a>
+</span><span id="L-277"><a href="#L-277"><span class="linenos">277</span></a>    <span class="k">def</span> <span class="nf">python_type</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="L-278"><a href="#L-278"><span class="linenos">278</span></a>        <span class="k">return</span> <span class="nb">int</span>
+</span><span id="L-279"><a href="#L-279"><span class="linenos">279</span></a>
+</span><span id="L-280"><a href="#L-280"><span class="linenos">280</span></a>    <span class="k">def</span> <span class="nf">default</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="L-281"><a href="#L-281"><span class="linenos">281</span></a>        <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">_default</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span><span class="p">:</span>
+</span><span id="L-282"><a href="#L-282"><span class="linenos">282</span></a>            <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_default</span>
+</span><span id="L-283"><a href="#L-283"><span class="linenos">283</span></a>        <span class="k">else</span><span class="p">:</span>
+</span><span id="L-284"><a href="#L-284"><span class="linenos">284</span></a>            <span class="k">return</span> <span class="kc">None</span>
+</span><span id="L-285"><a href="#L-285"><span class="linenos">285</span></a>
+</span><span id="L-286"><a href="#L-286"><span class="linenos">286</span></a>
+</span><span id="L-287"><a href="#L-287"><span class="linenos">287</span></a><span class="k">class</span> <span class="nc">Long</span><span class="p">(</span><span class="n">Field</span><span class="p">):</span>
+</span><span id="L-288"><a href="#L-288"><span class="linenos">288</span></a>    <span class="k">def</span> <span class="nf">type</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="L-289"><a href="#L-289"><span class="linenos">289</span></a>        <span class="k">return</span> <span class="s1">&#39;long&#39;</span>
+</span><span id="L-290"><a href="#L-290"><span class="linenos">290</span></a>
+</span><span id="L-291"><a href="#L-291"><span class="linenos">291</span></a>    <span class="k">def</span> <span class="nf">python_type</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="L-292"><a href="#L-292"><span class="linenos">292</span></a>        <span class="k">return</span> <span class="nb">int</span>
+</span><span id="L-293"><a href="#L-293"><span class="linenos">293</span></a>
+</span><span id="L-294"><a href="#L-294"><span class="linenos">294</span></a>    <span class="k">def</span> <span class="nf">default</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="L-295"><a href="#L-295"><span class="linenos">295</span></a>        <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">_default</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span><span class="p">:</span>
+</span><span id="L-296"><a href="#L-296"><span class="linenos">296</span></a>            <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_default</span>
+</span><span id="L-297"><a href="#L-297"><span class="linenos">297</span></a>        <span class="k">else</span><span class="p">:</span>
+</span><span id="L-298"><a href="#L-298"><span class="linenos">298</span></a>            <span class="k">return</span> <span class="kc">None</span>
+</span><span id="L-299"><a href="#L-299"><span class="linenos">299</span></a>
+</span><span id="L-300"><a href="#L-300"><span class="linenos">300</span></a>
+</span><span id="L-301"><a href="#L-301"><span class="linenos">301</span></a><span class="k">class</span> <span class="nc">Float</span><span class="p">(</span><span class="n">Field</span><span class="p">):</span>
+</span><span id="L-302"><a href="#L-302"><span class="linenos">302</span></a>    <span class="k">def</span> <span class="nf">type</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="L-303"><a href="#L-303"><span class="linenos">303</span></a>        <span class="k">return</span> <span class="s1">&#39;float&#39;</span>
+</span><span id="L-304"><a href="#L-304"><span class="linenos">304</span></a>
+</span><span id="L-305"><a href="#L-305"><span class="linenos">305</span></a>    <span class="k">def</span> <span class="nf">python_type</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="L-306"><a href="#L-306"><span class="linenos">306</span></a>        <span class="k">return</span> <span class="nb">float</span>
+</span><span id="L-307"><a href="#L-307"><span class="linenos">307</span></a>
+</span><span id="L-308"><a href="#L-308"><span class="linenos">308</span></a>    <span class="k">def</span> <span class="nf">default</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="L-309"><a href="#L-309"><span class="linenos">309</span></a>        <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">_default</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span><span class="p">:</span>
+</span><span id="L-310"><a href="#L-310"><span class="linenos">310</span></a>            <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_default</span>
+</span><span id="L-311"><a href="#L-311"><span class="linenos">311</span></a>        <span class="k">else</span><span class="p">:</span>
+</span><span id="L-312"><a href="#L-312"><span class="linenos">312</span></a>            <span class="k">return</span> <span class="kc">None</span>
+</span><span id="L-313"><a href="#L-313"><span class="linenos">313</span></a>
+</span><span id="L-314"><a href="#L-314"><span class="linenos">314</span></a>
+</span><span id="L-315"><a href="#L-315"><span class="linenos">315</span></a><span class="k">class</span> <span class="nc">Double</span><span class="p">(</span><span class="n">Field</span><span class="p">):</span>
+</span><span id="L-316"><a href="#L-316"><span class="linenos">316</span></a>    <span class="k">def</span> <span class="nf">type</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="L-317"><a href="#L-317"><span class="linenos">317</span></a>        <span class="k">return</span> <span class="s1">&#39;double&#39;</span>
+</span><span id="L-318"><a href="#L-318"><span class="linenos">318</span></a>
+</span><span id="L-319"><a href="#L-319"><span class="linenos">319</span></a>    <span class="k">def</span> <span class="nf">python_type</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="L-320"><a href="#L-320"><span class="linenos">320</span></a>        <span class="k">return</span> <span class="nb">float</span>
+</span><span id="L-321"><a href="#L-321"><span class="linenos">321</span></a>
+</span><span id="L-322"><a href="#L-322"><span class="linenos">322</span></a>    <span class="k">def</span> <span class="nf">default</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="L-323"><a href="#L-323"><span class="linenos">323</span></a>        <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">_default</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span><span class="p">:</span>
+</span><span id="L-324"><a href="#L-324"><span class="linenos">324</span></a>            <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_default</span>
+</span><span id="L-325"><a href="#L-325"><span class="linenos">325</span></a>        <span class="k">else</span><span class="p">:</span>
+</span><span id="L-326"><a href="#L-326"><span class="linenos">326</span></a>            <span class="k">return</span> <span class="kc">None</span>
+</span><span id="L-327"><a href="#L-327"><span class="linenos">327</span></a>
+</span><span id="L-328"><a href="#L-328"><span class="linenos">328</span></a>
+</span><span id="L-329"><a href="#L-329"><span class="linenos">329</span></a><span class="k">class</span> <span class="nc">Bytes</span><span class="p">(</span><span class="n">Field</span><span class="p">):</span>
+</span><span id="L-330"><a href="#L-330"><span class="linenos">330</span></a>    <span class="k">def</span> <span class="nf">type</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="L-331"><a href="#L-331"><span class="linenos">331</span></a>        <span class="k">return</span> <span class="s1">&#39;bytes&#39;</span>
+</span><span id="L-332"><a href="#L-332"><span class="linenos">332</span></a>
+</span><span id="L-333"><a href="#L-333"><span class="linenos">333</span></a>    <span class="k">def</span> <span class="nf">python_type</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="L-334"><a href="#L-334"><span class="linenos">334</span></a>        <span class="k">return</span> <span class="nb">bytes</span>
+</span><span id="L-335"><a href="#L-335"><span class="linenos">335</span></a>
+</span><span id="L-336"><a href="#L-336"><span class="linenos">336</span></a>    <span class="k">def</span> <span class="nf">default</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="L-337"><a href="#L-337"><span class="linenos">337</span></a>        <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">_default</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span><span class="p">:</span>
+</span><span id="L-338"><a href="#L-338"><span class="linenos">338</span></a>            <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_default</span>
+</span><span id="L-339"><a href="#L-339"><span class="linenos">339</span></a>        <span class="k">else</span><span class="p">:</span>
+</span><span id="L-340"><a href="#L-340"><span class="linenos">340</span></a>            <span class="k">return</span> <span class="kc">None</span>
+</span><span id="L-341"><a href="#L-341"><span class="linenos">341</span></a>
+</span><span id="L-342"><a href="#L-342"><span class="linenos">342</span></a>
+</span><span id="L-343"><a href="#L-343"><span class="linenos">343</span></a><span class="k">class</span> <span class="nc">String</span><span class="p">(</span><span class="n">Field</span><span class="p">):</span>
+</span><span id="L-344"><a href="#L-344"><span class="linenos">344</span></a>    <span class="k">def</span> <span class="nf">type</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="L-345"><a href="#L-345"><span class="linenos">345</span></a>        <span class="k">return</span> <span class="s1">&#39;string&#39;</span>
+</span><span id="L-346"><a href="#L-346"><span class="linenos">346</span></a>
+</span><span id="L-347"><a href="#L-347"><span class="linenos">347</span></a>    <span class="k">def</span> <span class="nf">python_type</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="L-348"><a href="#L-348"><span class="linenos">348</span></a>        <span class="k">return</span> <span class="nb">str</span>
+</span><span id="L-349"><a href="#L-349"><span class="linenos">349</span></a>
+</span><span id="L-350"><a href="#L-350"><span class="linenos">350</span></a>    <span class="k">def</span> <span class="nf">validate_type</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">name</span><span class="p">,</span> <span class="n">val</span><span class="p">):</span>
+</span><span id="L-351"><a href="#L-351"><span class="linenos">351</span></a>        <span class="n">t</span> <span class="o">=</span> <span class="nb">type</span><span class="p">(</span><span class="n">val</span><span class="p">)</span>
+</span><span id="L-352"><a href="#L-352"><span class="linenos">352</span></a>
+</span><span id="L-353"><a href="#L-353"><span class="linenos">353</span></a>        <span class="k">if</span> <span class="n">val</span> <span class="ow">is</span> <span class="kc">None</span> <span class="ow">and</span> <span class="ow">not</span> <span class="bp">self</span><span class="o">.</span><span class="n">_required</span><span class="p">:</span>
+</span><span id="L-354"><a href="#L-354"><span class="linenos">354</span></a>            <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">default</span><span class="p">()</span>
+</span><span id="L-355"><a href="#L-355"><span class="linenos">355</span></a>
+</span><span id="L-356"><a href="#L-356"><span class="linenos">356</span></a>        <span class="k">if</span> <span class="ow">not</span> <span class="p">(</span><span class="n">t</span> <span class="ow">is</span> <span class="nb">str</span> <span class="ow">or</span> <span class="n">t</span><span class="o">.</span><span class="vm">__name__</span> <span class="o">==</span> <span class="s1">&#39;unicode&#39;</span><span class="p">):</span>
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