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<div class="section" id="module-airflow.providers.google.cloud.operators.pubsub">
<span id="airflow-providers-google-cloud-operators-pubsub"></span><h1><a class="reference internal" href="#module-airflow.providers.google.cloud.operators.pubsub" title="airflow.providers.google.cloud.operators.pubsub"><code class="xref py py-mod docutils literal notranslate"><span class="pre">airflow.providers.google.cloud.operators.pubsub</span></code></a><a class="headerlink" href="#module-airflow.providers.google.cloud.operators.pubsub" title="Permalink to this headline"></a></h1>
<p><p>This module contains Google PubSub operators.</p>
</p>
<div class="section" id="module-contents">
<h2>Module Contents<a class="headerlink" href="#module-contents" title="Permalink to this headline"></a></h2>
<dl class="py class">
<dt id="airflow.providers.google.cloud.operators.pubsub.PubSubCreateTopicOperator">
<em class="property">class </em><code class="sig-prename descclassname">airflow.providers.google.cloud.operators.pubsub.</code><code class="sig-name descname">PubSubCreateTopicOperator</code><span class="sig-paren">(</span><em class="sig-param"><span class="o">*</span></em>, <em class="sig-param"><span class="n">topic</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a></span></em>, <em class="sig-param"><span class="n">project_id</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="n">fail_if_exists</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/functions.html#bool" title="(in Python v3.9)">bool</a></span> <span class="o">=</span> <span class="default_value">False</span></em>, <em class="sig-param"><span class="n">gcp_conn_id</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a></span> <span class="o">=</span> <span class="default_value">'google_cloud_default'</span></em>, <em class="sig-param"><span class="n">delegate_to</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="n">labels</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span>Dict<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">, </span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">]</span><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="n">message_storage_policy</span><span class="p">:</span> <span class="n">Union<span class="p">[</span>Dict<span class="p">, </span>MessageStoragePolicy<span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="n">kms_key_name</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="n">retry</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span>Retry<span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="n">timeout</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/functions.html#float" title="(in Python v3.9)">float</a><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="n">metadata</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span>Sequence<span class="p">[</span>Tuple<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">, </span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">]</span><span class="p">]</span><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="n">project</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="n">impersonation_chain</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span>Union<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">, </span>Sequence<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">]</span><span class="p">]</span><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="o">**</span><span class="n">kwargs</span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/operators/pubsub.html#PubSubCreateTopicOperator"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.operators.pubsub.PubSubCreateTopicOperator" title="Permalink to this definition"></a></dt>
<dd><p>Bases: <a class="reference external" href="/docs/apache-airflow/stable/_api/airflow/models/index.html#airflow.models.BaseOperator" title="(in apache-airflow v2.0.0)"><code class="xref py py-class docutils literal notranslate"><span class="pre">airflow.models.BaseOperator</span></code></a></p>
<p>Create a PubSub topic.</p>
<div class="admonition seealso">
<p class="admonition-title">See also</p>
<p>For more information on how to use this operator, take a look at the guide:
<a class="reference internal" href="../../../../../../../operators/cloud/pubsub.html#howto-operator-pubsubcreatetopicoperator"><span class="std std-ref">Creating a PubSub topic</span></a></p>
</div>
<p>By default, if the topic already exists, this operator will
not cause the DAG to fail.</p>
<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="k">with</span> <span class="n">DAG</span><span class="p">(</span><span class="s1">&#39;successful DAG&#39;</span><span class="p">)</span> <span class="k">as</span> <span class="n">dag</span><span class="p">:</span>
<span class="p">(</span>
<span class="n">PubSubTopicCreateOperator</span><span class="p">(</span><span class="n">project</span><span class="o">=</span><span class="s1">&#39;my-project&#39;</span><span class="p">,</span>
<span class="n">topic</span><span class="o">=</span><span class="s1">&#39;my_new_topic&#39;</span><span class="p">)</span>
<span class="o">&gt;&gt;</span> <span class="n">PubSubTopicCreateOperator</span><span class="p">(</span><span class="n">project</span><span class="o">=</span><span class="s1">&#39;my-project&#39;</span><span class="p">,</span>
<span class="n">topic</span><span class="o">=</span><span class="s1">&#39;my_new_topic&#39;</span><span class="p">)</span>
<span class="p">)</span>
</pre></div>
</div>
<p>The operator can be configured to fail if the topic already exists.</p>
<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="k">with</span> <span class="n">DAG</span><span class="p">(</span><span class="s1">&#39;failing DAG&#39;</span><span class="p">)</span> <span class="k">as</span> <span class="n">dag</span><span class="p">:</span>
<span class="p">(</span>
<span class="n">PubSubTopicCreateOperator</span><span class="p">(</span><span class="n">project</span><span class="o">=</span><span class="s1">&#39;my-project&#39;</span><span class="p">,</span>
<span class="n">topic</span><span class="o">=</span><span class="s1">&#39;my_new_topic&#39;</span><span class="p">)</span>
<span class="o">&gt;&gt;</span> <span class="n">PubSubTopicCreateOperator</span><span class="p">(</span><span class="n">project</span><span class="o">=</span><span class="s1">&#39;my-project&#39;</span><span class="p">,</span>
<span class="n">topic</span><span class="o">=</span><span class="s1">&#39;my_new_topic&#39;</span><span class="p">,</span>
<span class="n">fail_if_exists</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
<span class="p">)</span>
</pre></div>
</div>
<p>Both <code class="docutils literal notranslate"><span class="pre">project</span></code> and <code class="docutils literal notranslate"><span class="pre">topic</span></code> are templated so you can use
variables in them.</p>
<dl class="field-list simple">
<dt class="field-odd">Parameters</dt>
<dd class="field-odd"><ul class="simple">
<li><p><strong>project_id</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- Optional, the Google Cloud project ID where the topic will be created.
If set to None or missing, the default project_id from the Google Cloud connection is used.</p></li>
<li><p><strong>topic</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- the topic to create. Do not include the
full topic path. In other words, instead of
<code class="docutils literal notranslate"><span class="pre">projects/{project}/topics/{topic}</span></code>, provide only
<code class="docutils literal notranslate"><span class="pre">{topic}</span></code>. (templated)</p></li>
<li><p><strong>gcp_conn_id</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- The connection ID to use connecting to
Google Cloud.</p></li>
<li><p><strong>delegate_to</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- The account to impersonate using domain-wide delegation of authority,
if any. For this to work, the service account making the request must have
domain-wide delegation enabled.</p></li>
<li><p><strong>labels</strong> (<em>Dict</em><em>[</em><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a><em>, </em><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a><em>]</em>) -- Client-assigned labels; see
<a class="reference external" href="https://cloud.google.com/pubsub/docs/labels">https://cloud.google.com/pubsub/docs/labels</a></p></li>
<li><p><strong>message_storage_policy</strong> (<em>Union</em><em>[</em><em>Dict</em><em>, </em><em>google.cloud.pubsub_v1.types.MessageStoragePolicy</em><em>]</em>) -- Policy constraining the set
of Google Cloud regions where messages published to
the topic may be stored. If not present, then no constraints
are in effect.</p></li>
<li><p><strong>kms_key_name</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- The resource name of the Cloud KMS CryptoKey
to be used to protect access to messages published on this topic.
The expected format is
<code class="docutils literal notranslate"><span class="pre">projects/*/locations/*/keyRings/*/cryptoKeys/*</span></code>.</p></li>
<li><p><strong>retry</strong> (<a class="reference external" href="https://googleapis.dev/python/google-api-core/latest/retry.html#google.api_core.retry.Retry" title="(in google-api-core)"><em>google.api_core.retry.Retry</em></a>) -- (Optional) A retry object used to retry requests.
If None is specified, requests will not be retried.</p></li>
<li><p><strong>timeout</strong> (<a class="reference external" href="https://docs.python.org/3/library/functions.html#float" title="(in Python v3.9)"><em>float</em></a>) -- (Optional) The amount of time, in seconds, to wait for the request
to complete. Note that if retry is specified, the timeout applies to each
individual attempt.</p></li>
<li><p><strong>metadata</strong> (<em>Sequence</em><em>[</em><em>Tuple</em><em>[</em><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a><em>, </em><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a><em>]</em><em>]</em><em>]</em>) -- (Optional) Additional metadata that is provided to the method.</p></li>
<li><p><strong>project</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- (Deprecated) the Google Cloud project ID where the topic will be created</p></li>
<li><p><strong>impersonation_chain</strong> (<em>Union</em><em>[</em><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a><em>, </em><em>Sequence</em><em>[</em><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a><em>]</em><em>]</em>) -- Optional service account to impersonate using short-term
credentials, or chained list of accounts required to get the access_token
of the last account in the list, which will be impersonated in the request.
If set as a string, the account must grant the originating account
the Service Account Token Creator IAM role.
If set as a sequence, the identities from the list must grant
Service Account Token Creator IAM role to the directly preceding identity, with first
account from the list granting this role to the originating account (templated).</p></li>
</ul>
</dd>
</dl>
<dl class="py attribute">
<dt id="airflow.providers.google.cloud.operators.pubsub.PubSubCreateTopicOperator.template_fields">
<code class="sig-name descname">template_fields</code><em class="property"> = ['project_id', 'topic', 'impersonation_chain']</em><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/operators/pubsub.html#PubSubCreateTopicOperator.template_fields"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.operators.pubsub.PubSubCreateTopicOperator.template_fields" title="Permalink to this definition"></a></dt>
<dd></dd></dl>
<dl class="py attribute">
<dt id="airflow.providers.google.cloud.operators.pubsub.PubSubCreateTopicOperator.ui_color">
<code class="sig-name descname">ui_color</code><em class="property"> = #0273d4</em><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/operators/pubsub.html#PubSubCreateTopicOperator.ui_color"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.operators.pubsub.PubSubCreateTopicOperator.ui_color" title="Permalink to this definition"></a></dt>
<dd></dd></dl>
<dl class="py method">
<dt id="airflow.providers.google.cloud.operators.pubsub.PubSubCreateTopicOperator.execute">
<code class="sig-name descname">execute</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">self</span></em>, <em class="sig-param"><span class="n">context</span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/operators/pubsub.html#PubSubCreateTopicOperator.execute"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.operators.pubsub.PubSubCreateTopicOperator.execute" title="Permalink to this definition"></a></dt>
<dd></dd></dl>
</dd></dl>
<dl class="py class">
<dt id="airflow.providers.google.cloud.operators.pubsub.PubSubCreateSubscriptionOperator">
<em class="property">class </em><code class="sig-prename descclassname">airflow.providers.google.cloud.operators.pubsub.</code><code class="sig-name descname">PubSubCreateSubscriptionOperator</code><span class="sig-paren">(</span><em class="sig-param"><span class="o">*</span></em>, <em class="sig-param"><span class="n">topic</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a></span></em>, <em class="sig-param"><span class="n">project_id</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="n">subscription</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="n">subscription_project_id</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="n">ack_deadline_secs</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/functions.html#int" title="(in Python v3.9)">int</a></span> <span class="o">=</span> <span class="default_value">10</span></em>, <em class="sig-param"><span class="n">fail_if_exists</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/functions.html#bool" title="(in Python v3.9)">bool</a></span> <span class="o">=</span> <span class="default_value">False</span></em>, <em class="sig-param"><span class="n">gcp_conn_id</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a></span> <span class="o">=</span> <span class="default_value">'google_cloud_default'</span></em>, <em class="sig-param"><span class="n">delegate_to</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="n">push_config</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span>Union<span class="p">[</span>Dict<span class="p">, </span>PushConfig<span class="p">]</span><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="n">retain_acked_messages</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/functions.html#bool" title="(in Python v3.9)">bool</a><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="n">message_retention_duration</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span>Union<span class="p">[</span>Dict<span class="p">, </span>Duration<span class="p">]</span><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="n">labels</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span>Dict<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">, </span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">]</span><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="n">enable_message_ordering</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/functions.html#bool" title="(in Python v3.9)">bool</a></span> <span class="o">=</span> <span class="default_value">False</span></em>, <em class="sig-param"><span class="n">expiration_policy</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span>Union<span class="p">[</span>Dict<span class="p">, </span>ExpirationPolicy<span class="p">]</span><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="n">filter_</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="n">dead_letter_policy</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span>Union<span class="p">[</span>Dict<span class="p">, </span>DeadLetterPolicy<span class="p">]</span><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="n">retry_policy</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span>Union<span class="p">[</span>Dict<span class="p">, </span>RetryPolicy<span class="p">]</span><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="n">retry</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span>Retry<span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="n">timeout</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/functions.html#float" title="(in Python v3.9)">float</a><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="n">metadata</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span>Sequence<span class="p">[</span>Tuple<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">, </span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">]</span><span class="p">]</span><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="n">topic_project</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="n">subscription_project</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="n">impersonation_chain</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span>Union<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">, </span>Sequence<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">]</span><span class="p">]</span><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="o">**</span><span class="n">kwargs</span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/operators/pubsub.html#PubSubCreateSubscriptionOperator"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.operators.pubsub.PubSubCreateSubscriptionOperator" title="Permalink to this definition"></a></dt>
<dd><p>Bases: <a class="reference external" href="/docs/apache-airflow/stable/_api/airflow/models/index.html#airflow.models.BaseOperator" title="(in apache-airflow v2.0.0)"><code class="xref py py-class docutils literal notranslate"><span class="pre">airflow.models.BaseOperator</span></code></a></p>
<p>Create a PubSub subscription.</p>
<div class="admonition seealso">
<p class="admonition-title">See also</p>
<p>For more information on how to use this operator, take a look at the guide:
<a class="reference internal" href="../../../../../../../operators/cloud/pubsub.html#howto-operator-pubsubcreatesubscriptionoperator"><span class="std std-ref">Creating a PubSub subscription</span></a></p>
</div>
<p>By default, the subscription will be created in <code class="docutils literal notranslate"><span class="pre">topic_project</span></code>. If
<code class="docutils literal notranslate"><span class="pre">subscription_project</span></code> is specified and the Google Cloud credentials allow, the
Subscription can be created in a different project from its topic.</p>
<p>By default, if the subscription already exists, this operator will
not cause the DAG to fail. However, the topic must exist in the project.</p>
<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="k">with</span> <span class="n">DAG</span><span class="p">(</span><span class="s1">&#39;successful DAG&#39;</span><span class="p">)</span> <span class="k">as</span> <span class="n">dag</span><span class="p">:</span>
<span class="p">(</span>
<span class="n">PubSubSubscriptionCreateOperator</span><span class="p">(</span>
<span class="n">topic_project</span><span class="o">=</span><span class="s1">&#39;my-project&#39;</span><span class="p">,</span> <span class="n">topic</span><span class="o">=</span><span class="s1">&#39;my-topic&#39;</span><span class="p">,</span>
<span class="n">subscription</span><span class="o">=</span><span class="s1">&#39;my-subscription&#39;</span><span class="p">)</span>
<span class="o">&gt;&gt;</span> <span class="n">PubSubSubscriptionCreateOperator</span><span class="p">(</span>
<span class="n">topic_project</span><span class="o">=</span><span class="s1">&#39;my-project&#39;</span><span class="p">,</span> <span class="n">topic</span><span class="o">=</span><span class="s1">&#39;my-topic&#39;</span><span class="p">,</span>
<span class="n">subscription</span><span class="o">=</span><span class="s1">&#39;my-subscription&#39;</span><span class="p">)</span>
<span class="p">)</span>
</pre></div>
</div>
<p>The operator can be configured to fail if the subscription already exists.</p>
<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="k">with</span> <span class="n">DAG</span><span class="p">(</span><span class="s1">&#39;failing DAG&#39;</span><span class="p">)</span> <span class="k">as</span> <span class="n">dag</span><span class="p">:</span>
<span class="p">(</span>
<span class="n">PubSubSubscriptionCreateOperator</span><span class="p">(</span>
<span class="n">topic_project</span><span class="o">=</span><span class="s1">&#39;my-project&#39;</span><span class="p">,</span> <span class="n">topic</span><span class="o">=</span><span class="s1">&#39;my-topic&#39;</span><span class="p">,</span>
<span class="n">subscription</span><span class="o">=</span><span class="s1">&#39;my-subscription&#39;</span><span class="p">)</span>
<span class="o">&gt;&gt;</span> <span class="n">PubSubSubscriptionCreateOperator</span><span class="p">(</span>
<span class="n">topic_project</span><span class="o">=</span><span class="s1">&#39;my-project&#39;</span><span class="p">,</span> <span class="n">topic</span><span class="o">=</span><span class="s1">&#39;my-topic&#39;</span><span class="p">,</span>
<span class="n">subscription</span><span class="o">=</span><span class="s1">&#39;my-subscription&#39;</span><span class="p">,</span> <span class="n">fail_if_exists</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
<span class="p">)</span>
</pre></div>
</div>
<p>Finally, subscription is not required. If not passed, the operator will
generated a universally unique identifier for the subscription's name.</p>
<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="k">with</span> <span class="n">DAG</span><span class="p">(</span><span class="s1">&#39;DAG&#39;</span><span class="p">)</span> <span class="k">as</span> <span class="n">dag</span><span class="p">:</span>
<span class="p">(</span>
<span class="n">PubSubSubscriptionCreateOperator</span><span class="p">(</span>
<span class="n">topic_project</span><span class="o">=</span><span class="s1">&#39;my-project&#39;</span><span class="p">,</span> <span class="n">topic</span><span class="o">=</span><span class="s1">&#39;my-topic&#39;</span><span class="p">)</span>
<span class="p">)</span>
</pre></div>
</div>
<p><code class="docutils literal notranslate"><span class="pre">topic_project</span></code>, <code class="docutils literal notranslate"><span class="pre">topic</span></code>, <code class="docutils literal notranslate"><span class="pre">subscription</span></code>, and
<code class="docutils literal notranslate"><span class="pre">subscription</span></code> are templated so you can use variables in them.</p>
<dl class="field-list simple">
<dt class="field-odd">Parameters</dt>
<dd class="field-odd"><ul class="simple">
<li><p><strong>project_id</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- Optional, the Google Cloud project ID where the topic exists.
If set to None or missing, the default project_id from the Google Cloud connection is used.</p></li>
<li><p><strong>topic</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- the topic to create. Do not include the
full topic path. In other words, instead of
<code class="docutils literal notranslate"><span class="pre">projects/{project}/topics/{topic}</span></code>, provide only
<code class="docutils literal notranslate"><span class="pre">{topic}</span></code>. (templated)</p></li>
<li><p><strong>subscription</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- the Pub/Sub subscription name. If empty, a random
name will be generated using the uuid module</p></li>
<li><p><strong>subscription_project_id</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- the Google Cloud project ID where the subscription
will be created. If empty, <code class="docutils literal notranslate"><span class="pre">topic_project</span></code> will be used.</p></li>
<li><p><strong>ack_deadline_secs</strong> (<a class="reference external" href="https://docs.python.org/3/library/functions.html#int" title="(in Python v3.9)"><em>int</em></a>) -- Number of seconds that a subscriber has to
acknowledge each message pulled from the subscription</p></li>
<li><p><strong>gcp_conn_id</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- The connection ID to use connecting to
Google Cloud.</p></li>
<li><p><strong>delegate_to</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- The account to impersonate using domain-wide delegation of authority,
if any. For this to work, the service account making the request must have
domain-wide delegation enabled.</p></li>
<li><p><strong>push_config</strong> (<em>Union</em><em>[</em><em>Dict</em><em>, </em><em>google.cloud.pubsub_v1.types.PushConfig</em><em>]</em>) -- If push delivery is used with this subscription,
this field is used to configure it. An empty <code class="docutils literal notranslate"><span class="pre">pushConfig</span></code> signifies
that the subscriber will pull and ack messages using API methods.</p></li>
<li><p><strong>retain_acked_messages</strong> (<a class="reference external" href="https://docs.python.org/3/library/functions.html#bool" title="(in Python v3.9)"><em>bool</em></a>) -- Indicates whether to retain acknowledged
messages. If true, then messages are not expunged from the subscription's
backlog, even if they are acknowledged, until they fall out of the
<code class="docutils literal notranslate"><span class="pre">message_retention_duration</span></code> window. This must be true if you would
like to Seek to a timestamp.</p></li>
<li><p><strong>message_retention_duration</strong> (<em>Union</em><em>[</em><em>Dict</em><em>, </em><em>google.cloud.pubsub_v1.types.Duration</em><em>]</em>) -- How long to retain unacknowledged messages
in the subscription's backlog, from the moment a message is published. If
<code class="docutils literal notranslate"><span class="pre">retain_acked_messages</span></code> is true, then this also configures the
retention of acknowledged messages, and thus configures how far back in
time a <code class="docutils literal notranslate"><span class="pre">Seek</span></code> can be done. Defaults to 7 days. Cannot be more than 7
days or less than 10 minutes.</p></li>
<li><p><strong>labels</strong> (<em>Dict</em><em>[</em><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a><em>, </em><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a><em>]</em>) -- Client-assigned labels; see
<a class="reference external" href="https://cloud.google.com/pubsub/docs/labels">https://cloud.google.com/pubsub/docs/labels</a></p></li>
<li><p><strong>enable_message_ordering</strong> (<a class="reference external" href="https://docs.python.org/3/library/functions.html#bool" title="(in Python v3.9)"><em>bool</em></a>) -- If true, messages published with the same
ordering_key in PubsubMessage will be delivered to the subscribers in the order
in which they are received by the Pub/Sub system. Otherwise, they may be
delivered in any order.</p></li>
<li><p><strong>expiration_policy</strong> (<em>Union</em><em>[</em><em>Dict</em><em>, </em><em>google.cloud.pubsub_v1.types.ExpirationPolicy`</em><em>]</em>) -- A policy that specifies the conditions for this
subscription’s expiration. A subscription is considered active as long as any
connected subscriber is successfully consuming messages from the subscription or
is issuing operations on the subscription. If expiration_policy is not set,
a default policy with ttl of 31 days will be used. The minimum allowed value for
expiration_policy.ttl is 1 day.</p></li>
<li><p><strong>filter</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- An expression written in the Cloud Pub/Sub filter language. If
non-empty, then only PubsubMessages whose attributes field matches the filter are
delivered on this subscription. If empty, then no messages are filtered out.</p></li>
<li><p><strong>dead_letter_policy</strong> (<em>Union</em><em>[</em><em>Dict</em><em>, </em><em>google.cloud.pubsub_v1.types.DeadLetterPolicy</em><em>]</em>) -- A policy that specifies the conditions for dead lettering
messages in this subscription. If dead_letter_policy is not set, dead lettering is
disabled.</p></li>
<li><p><strong>retry_policy</strong> (<em>Union</em><em>[</em><em>Dict</em><em>, </em><em>google.cloud.pubsub_v1.types.RetryPolicy</em><em>]</em>) -- A policy that specifies how Pub/Sub retries message delivery
for this subscription. If not set, the default retry policy is applied. This
generally implies that messages will be retried as soon as possible for healthy
subscribers. RetryPolicy will be triggered on NACKs or acknowledgement deadline
exceeded events for a given message.</p></li>
<li><p><strong>retry</strong> (<a class="reference external" href="https://googleapis.dev/python/google-api-core/latest/retry.html#google.api_core.retry.Retry" title="(in google-api-core)"><em>google.api_core.retry.Retry</em></a>) -- (Optional) A retry object used to retry requests.
If None is specified, requests will not be retried.</p></li>
<li><p><strong>timeout</strong> (<a class="reference external" href="https://docs.python.org/3/library/functions.html#float" title="(in Python v3.9)"><em>float</em></a>) -- (Optional) The amount of time, in seconds, to wait for the request
to complete. Note that if retry is specified, the timeout applies to each
individual attempt.</p></li>
<li><p><strong>metadata</strong> (<em>Sequence</em><em>[</em><em>Tuple</em><em>[</em><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a><em>, </em><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a><em>]</em><em>]</em><em>]</em>) -- (Optional) Additional metadata that is provided to the method.</p></li>
<li><p><strong>topic_project</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- (Deprecated) the Google Cloud project ID where the topic exists</p></li>
<li><p><strong>subscription_project</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- (Deprecated) the Google Cloud project ID where the subscription
will be created. If empty, <code class="docutils literal notranslate"><span class="pre">topic_project</span></code> will be used.</p></li>
<li><p><strong>impersonation_chain</strong> (<em>Union</em><em>[</em><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a><em>, </em><em>Sequence</em><em>[</em><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a><em>]</em><em>]</em>) -- Optional service account to impersonate using short-term
credentials, or chained list of accounts required to get the access_token
of the last account in the list, which will be impersonated in the request.
If set as a string, the account must grant the originating account
the Service Account Token Creator IAM role.
If set as a sequence, the identities from the list must grant
Service Account Token Creator IAM role to the directly preceding identity, with first
account from the list granting this role to the originating account (templated).</p></li>
</ul>
</dd>
</dl>
<dl class="py attribute">
<dt id="airflow.providers.google.cloud.operators.pubsub.PubSubCreateSubscriptionOperator.template_fields">
<code class="sig-name descname">template_fields</code><em class="property"> = ['project_id', 'topic', 'subscription', 'subscription_project_id', 'impersonation_chain']</em><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/operators/pubsub.html#PubSubCreateSubscriptionOperator.template_fields"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.operators.pubsub.PubSubCreateSubscriptionOperator.template_fields" title="Permalink to this definition"></a></dt>
<dd></dd></dl>
<dl class="py attribute">
<dt id="airflow.providers.google.cloud.operators.pubsub.PubSubCreateSubscriptionOperator.ui_color">
<code class="sig-name descname">ui_color</code><em class="property"> = #0273d4</em><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/operators/pubsub.html#PubSubCreateSubscriptionOperator.ui_color"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.operators.pubsub.PubSubCreateSubscriptionOperator.ui_color" title="Permalink to this definition"></a></dt>
<dd></dd></dl>
<dl class="py method">
<dt id="airflow.providers.google.cloud.operators.pubsub.PubSubCreateSubscriptionOperator.execute">
<code class="sig-name descname">execute</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">self</span></em>, <em class="sig-param"><span class="n">context</span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/operators/pubsub.html#PubSubCreateSubscriptionOperator.execute"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.operators.pubsub.PubSubCreateSubscriptionOperator.execute" title="Permalink to this definition"></a></dt>
<dd></dd></dl>
</dd></dl>
<dl class="py class">
<dt id="airflow.providers.google.cloud.operators.pubsub.PubSubDeleteTopicOperator">
<em class="property">class </em><code class="sig-prename descclassname">airflow.providers.google.cloud.operators.pubsub.</code><code class="sig-name descname">PubSubDeleteTopicOperator</code><span class="sig-paren">(</span><em class="sig-param"><span class="o">*</span></em>, <em class="sig-param"><span class="n">topic</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a></span></em>, <em class="sig-param"><span class="n">project_id</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="n">fail_if_not_exists</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/functions.html#bool" title="(in Python v3.9)">bool</a></span> <span class="o">=</span> <span class="default_value">False</span></em>, <em class="sig-param"><span class="n">gcp_conn_id</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a></span> <span class="o">=</span> <span class="default_value">'google_cloud_default'</span></em>, <em class="sig-param"><span class="n">delegate_to</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="n">retry</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span>Retry<span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="n">timeout</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/functions.html#float" title="(in Python v3.9)">float</a><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="n">metadata</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span>Sequence<span class="p">[</span>Tuple<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">, </span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">]</span><span class="p">]</span><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="n">project</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="n">impersonation_chain</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span>Union<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">, </span>Sequence<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">]</span><span class="p">]</span><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="o">**</span><span class="n">kwargs</span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/operators/pubsub.html#PubSubDeleteTopicOperator"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.operators.pubsub.PubSubDeleteTopicOperator" title="Permalink to this definition"></a></dt>
<dd><p>Bases: <a class="reference external" href="/docs/apache-airflow/stable/_api/airflow/models/index.html#airflow.models.BaseOperator" title="(in apache-airflow v2.0.0)"><code class="xref py py-class docutils literal notranslate"><span class="pre">airflow.models.BaseOperator</span></code></a></p>
<p>Delete a PubSub topic.</p>
<div class="admonition seealso">
<p class="admonition-title">See also</p>
<p>For more information on how to use this operator, take a look at the guide:
<a class="reference internal" href="../../../../../../../operators/cloud/pubsub.html#howto-operator-pubsubdeletetopicoperator"><span class="std std-ref">Deleting a PubSub topic</span></a></p>
</div>
<p>By default, if the topic does not exist, this operator will
not cause the DAG to fail.</p>
<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="k">with</span> <span class="n">DAG</span><span class="p">(</span><span class="s1">&#39;successful DAG&#39;</span><span class="p">)</span> <span class="k">as</span> <span class="n">dag</span><span class="p">:</span>
<span class="p">(</span>
<span class="n">PubSubTopicDeleteOperator</span><span class="p">(</span><span class="n">project</span><span class="o">=</span><span class="s1">&#39;my-project&#39;</span><span class="p">,</span>
<span class="n">topic</span><span class="o">=</span><span class="s1">&#39;non_existing_topic&#39;</span><span class="p">)</span>
<span class="p">)</span>
</pre></div>
</div>
<p>The operator can be configured to fail if the topic does not exist.</p>
<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="k">with</span> <span class="n">DAG</span><span class="p">(</span><span class="s1">&#39;failing DAG&#39;</span><span class="p">)</span> <span class="k">as</span> <span class="n">dag</span><span class="p">:</span>
<span class="p">(</span>
<span class="n">PubSubTopicCreateOperator</span><span class="p">(</span><span class="n">project</span><span class="o">=</span><span class="s1">&#39;my-project&#39;</span><span class="p">,</span>
<span class="n">topic</span><span class="o">=</span><span class="s1">&#39;non_existing_topic&#39;</span><span class="p">,</span>
<span class="n">fail_if_not_exists</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
<span class="p">)</span>
</pre></div>
</div>
<p>Both <code class="docutils literal notranslate"><span class="pre">project</span></code> and <code class="docutils literal notranslate"><span class="pre">topic</span></code> are templated so you can use
variables in them.</p>
<dl class="field-list simple">
<dt class="field-odd">Parameters</dt>
<dd class="field-odd"><ul class="simple">
<li><p><strong>project_id</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- Optional, the Google Cloud project ID in which to work (templated).
If set to None or missing, the default project_id from the Google Cloud connection is used.</p></li>
<li><p><strong>topic</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- the topic to delete. Do not include the
full topic path. In other words, instead of
<code class="docutils literal notranslate"><span class="pre">projects/{project}/topics/{topic}</span></code>, provide only
<code class="docutils literal notranslate"><span class="pre">{topic}</span></code>. (templated)</p></li>
<li><p><strong>fail_if_not_exists</strong> (<a class="reference external" href="https://docs.python.org/3/library/functions.html#bool" title="(in Python v3.9)"><em>bool</em></a>) -- If True and the topic does not exist, fail
the task</p></li>
<li><p><strong>gcp_conn_id</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- The connection ID to use connecting to
Google Cloud.</p></li>
<li><p><strong>delegate_to</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- The account to impersonate using domain-wide delegation of authority,
if any. For this to work, the service account making the request must have
domain-wide delegation enabled.</p></li>
<li><p><strong>retry</strong> (<a class="reference external" href="https://googleapis.dev/python/google-api-core/latest/retry.html#google.api_core.retry.Retry" title="(in google-api-core)"><em>google.api_core.retry.Retry</em></a>) -- (Optional) A retry object used to retry requests.
If None is specified, requests will not be retried.</p></li>
<li><p><strong>timeout</strong> (<a class="reference external" href="https://docs.python.org/3/library/functions.html#float" title="(in Python v3.9)"><em>float</em></a>) -- (Optional) The amount of time, in seconds, to wait for the request
to complete. Note that if retry is specified, the timeout applies to each
individual attempt.</p></li>
<li><p><strong>metadata</strong> (<em>Sequence</em><em>[</em><em>Tuple</em><em>[</em><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a><em>, </em><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a><em>]</em><em>]</em><em>]</em>) -- (Optional) Additional metadata that is provided to the method.</p></li>
<li><p><strong>project</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- (Deprecated) the Google Cloud project ID where the topic will be created</p></li>
<li><p><strong>impersonation_chain</strong> (<em>Union</em><em>[</em><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a><em>, </em><em>Sequence</em><em>[</em><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a><em>]</em><em>]</em>) -- Optional service account to impersonate using short-term
credentials, or chained list of accounts required to get the access_token
of the last account in the list, which will be impersonated in the request.
If set as a string, the account must grant the originating account
the Service Account Token Creator IAM role.
If set as a sequence, the identities from the list must grant
Service Account Token Creator IAM role to the directly preceding identity, with first
account from the list granting this role to the originating account (templated).</p></li>
</ul>
</dd>
</dl>
<dl class="py attribute">
<dt id="airflow.providers.google.cloud.operators.pubsub.PubSubDeleteTopicOperator.template_fields">
<code class="sig-name descname">template_fields</code><em class="property"> = ['project_id', 'topic', 'impersonation_chain']</em><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/operators/pubsub.html#PubSubDeleteTopicOperator.template_fields"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.operators.pubsub.PubSubDeleteTopicOperator.template_fields" title="Permalink to this definition"></a></dt>
<dd></dd></dl>
<dl class="py attribute">
<dt id="airflow.providers.google.cloud.operators.pubsub.PubSubDeleteTopicOperator.ui_color">
<code class="sig-name descname">ui_color</code><em class="property"> = #cb4335</em><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/operators/pubsub.html#PubSubDeleteTopicOperator.ui_color"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.operators.pubsub.PubSubDeleteTopicOperator.ui_color" title="Permalink to this definition"></a></dt>
<dd></dd></dl>
<dl class="py method">
<dt id="airflow.providers.google.cloud.operators.pubsub.PubSubDeleteTopicOperator.execute">
<code class="sig-name descname">execute</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">self</span></em>, <em class="sig-param"><span class="n">context</span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/operators/pubsub.html#PubSubDeleteTopicOperator.execute"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.operators.pubsub.PubSubDeleteTopicOperator.execute" title="Permalink to this definition"></a></dt>
<dd></dd></dl>
</dd></dl>
<dl class="py class">
<dt id="airflow.providers.google.cloud.operators.pubsub.PubSubDeleteSubscriptionOperator">
<em class="property">class </em><code class="sig-prename descclassname">airflow.providers.google.cloud.operators.pubsub.</code><code class="sig-name descname">PubSubDeleteSubscriptionOperator</code><span class="sig-paren">(</span><em class="sig-param"><span class="o">*</span></em>, <em class="sig-param"><span class="n">subscription</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a></span></em>, <em class="sig-param"><span class="n">project_id</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="n">fail_if_not_exists</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/functions.html#bool" title="(in Python v3.9)">bool</a></span> <span class="o">=</span> <span class="default_value">False</span></em>, <em class="sig-param"><span class="n">gcp_conn_id</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a></span> <span class="o">=</span> <span class="default_value">'google_cloud_default'</span></em>, <em class="sig-param"><span class="n">delegate_to</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="n">retry</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span>Retry<span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="n">timeout</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/functions.html#float" title="(in Python v3.9)">float</a><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="n">metadata</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span>Sequence<span class="p">[</span>Tuple<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">, </span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">]</span><span class="p">]</span><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="n">project</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="n">impersonation_chain</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span>Union<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">, </span>Sequence<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">]</span><span class="p">]</span><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="o">**</span><span class="n">kwargs</span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/operators/pubsub.html#PubSubDeleteSubscriptionOperator"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.operators.pubsub.PubSubDeleteSubscriptionOperator" title="Permalink to this definition"></a></dt>
<dd><p>Bases: <a class="reference external" href="/docs/apache-airflow/stable/_api/airflow/models/index.html#airflow.models.BaseOperator" title="(in apache-airflow v2.0.0)"><code class="xref py py-class docutils literal notranslate"><span class="pre">airflow.models.BaseOperator</span></code></a></p>
<p>Delete a PubSub subscription.</p>
<div class="admonition seealso">
<p class="admonition-title">See also</p>
<p>For more information on how to use this operator, take a look at the guide:
<a class="reference internal" href="../../../../../../../operators/cloud/pubsub.html#howto-operator-pubsubdeletesubscriptionoperator"><span class="std std-ref">Deleting a PubSub subscription</span></a></p>
</div>
<p>By default, if the subscription does not exist, this operator will
not cause the DAG to fail.</p>
<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="k">with</span> <span class="n">DAG</span><span class="p">(</span><span class="s1">&#39;successful DAG&#39;</span><span class="p">)</span> <span class="k">as</span> <span class="n">dag</span><span class="p">:</span>
<span class="p">(</span>
<span class="n">PubSubSubscriptionDeleteOperator</span><span class="p">(</span><span class="n">project</span><span class="o">=</span><span class="s1">&#39;my-project&#39;</span><span class="p">,</span>
<span class="n">subscription</span><span class="o">=</span><span class="s1">&#39;non-existing&#39;</span><span class="p">)</span>
<span class="p">)</span>
</pre></div>
</div>
<p>The operator can be configured to fail if the subscription already exists.</p>
<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="k">with</span> <span class="n">DAG</span><span class="p">(</span><span class="s1">&#39;failing DAG&#39;</span><span class="p">)</span> <span class="k">as</span> <span class="n">dag</span><span class="p">:</span>
<span class="p">(</span>
<span class="n">PubSubSubscriptionDeleteOperator</span><span class="p">(</span>
<span class="n">project</span><span class="o">=</span><span class="s1">&#39;my-project&#39;</span><span class="p">,</span> <span class="n">subscription</span><span class="o">=</span><span class="s1">&#39;non-existing&#39;</span><span class="p">,</span>
<span class="n">fail_if_not_exists</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
<span class="p">)</span>
</pre></div>
</div>
<p><code class="docutils literal notranslate"><span class="pre">project</span></code>, and <code class="docutils literal notranslate"><span class="pre">subscription</span></code> are templated so you can use
variables in them.</p>
<dl class="field-list simple">
<dt class="field-odd">Parameters</dt>
<dd class="field-odd"><ul class="simple">
<li><p><strong>project_id</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- Optional, the Google Cloud project ID in which to work (templated).
If set to None or missing, the default project_id from the Google Cloud connection is used.</p></li>
<li><p><strong>subscription</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- the subscription to delete. Do not include the
full subscription path. In other words, instead of
<code class="docutils literal notranslate"><span class="pre">projects/{project}/subscription/{subscription}</span></code>, provide only
<code class="docutils literal notranslate"><span class="pre">{subscription}</span></code>. (templated)</p></li>
<li><p><strong>fail_if_not_exists</strong> (<a class="reference external" href="https://docs.python.org/3/library/functions.html#bool" title="(in Python v3.9)"><em>bool</em></a>) -- If True and the subscription does not exist,
fail the task</p></li>
<li><p><strong>gcp_conn_id</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- The connection ID to use connecting to
Google Cloud.</p></li>
<li><p><strong>delegate_to</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- The account to impersonate using domain-wide delegation of authority,
if any. For this to work, the service account making the request must have
domain-wide delegation enabled.</p></li>
<li><p><strong>retry</strong> (<a class="reference external" href="https://googleapis.dev/python/google-api-core/latest/retry.html#google.api_core.retry.Retry" title="(in google-api-core)"><em>google.api_core.retry.Retry</em></a>) -- (Optional) A retry object used to retry requests.
If None is specified, requests will not be retried.</p></li>
<li><p><strong>timeout</strong> (<a class="reference external" href="https://docs.python.org/3/library/functions.html#float" title="(in Python v3.9)"><em>float</em></a>) -- (Optional) The amount of time, in seconds, to wait for the request
to complete. Note that if retry is specified, the timeout applies to each
individual attempt.</p></li>
<li><p><strong>metadata</strong> (<em>Sequence</em><em>[</em><em>Tuple</em><em>[</em><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a><em>, </em><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a><em>]</em><em>]</em><em>]</em>) -- (Optional) Additional metadata that is provided to the method.</p></li>
<li><p><strong>project</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- (Deprecated) the Google Cloud project ID where the topic will be created</p></li>
<li><p><strong>impersonation_chain</strong> (<em>Union</em><em>[</em><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a><em>, </em><em>Sequence</em><em>[</em><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a><em>]</em><em>]</em>) -- Optional service account to impersonate using short-term
credentials, or chained list of accounts required to get the access_token
of the last account in the list, which will be impersonated in the request.
If set as a string, the account must grant the originating account
the Service Account Token Creator IAM role.
If set as a sequence, the identities from the list must grant
Service Account Token Creator IAM role to the directly preceding identity, with first
account from the list granting this role to the originating account (templated).</p></li>
</ul>
</dd>
</dl>
<dl class="py attribute">
<dt id="airflow.providers.google.cloud.operators.pubsub.PubSubDeleteSubscriptionOperator.template_fields">
<code class="sig-name descname">template_fields</code><em class="property"> = ['project_id', 'subscription', 'impersonation_chain']</em><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/operators/pubsub.html#PubSubDeleteSubscriptionOperator.template_fields"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.operators.pubsub.PubSubDeleteSubscriptionOperator.template_fields" title="Permalink to this definition"></a></dt>
<dd></dd></dl>
<dl class="py attribute">
<dt id="airflow.providers.google.cloud.operators.pubsub.PubSubDeleteSubscriptionOperator.ui_color">
<code class="sig-name descname">ui_color</code><em class="property"> = #cb4335</em><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/operators/pubsub.html#PubSubDeleteSubscriptionOperator.ui_color"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.operators.pubsub.PubSubDeleteSubscriptionOperator.ui_color" title="Permalink to this definition"></a></dt>
<dd></dd></dl>
<dl class="py method">
<dt id="airflow.providers.google.cloud.operators.pubsub.PubSubDeleteSubscriptionOperator.execute">
<code class="sig-name descname">execute</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">self</span></em>, <em class="sig-param"><span class="n">context</span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/operators/pubsub.html#PubSubDeleteSubscriptionOperator.execute"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.operators.pubsub.PubSubDeleteSubscriptionOperator.execute" title="Permalink to this definition"></a></dt>
<dd></dd></dl>
</dd></dl>
<dl class="py class">
<dt id="airflow.providers.google.cloud.operators.pubsub.PubSubPublishMessageOperator">
<em class="property">class </em><code class="sig-prename descclassname">airflow.providers.google.cloud.operators.pubsub.</code><code class="sig-name descname">PubSubPublishMessageOperator</code><span class="sig-paren">(</span><em class="sig-param"><span class="o">*</span></em>, <em class="sig-param"><span class="n">topic</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a></span></em>, <em class="sig-param"><span class="n">messages</span><span class="p">:</span> <span class="n">List</span></em>, <em class="sig-param"><span class="n">project_id</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="n">gcp_conn_id</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a></span> <span class="o">=</span> <span class="default_value">'google_cloud_default'</span></em>, <em class="sig-param"><span class="n">delegate_to</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="n">project</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="n">impersonation_chain</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span>Union<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">, </span>Sequence<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">]</span><span class="p">]</span><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="o">**</span><span class="n">kwargs</span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/operators/pubsub.html#PubSubPublishMessageOperator"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.operators.pubsub.PubSubPublishMessageOperator" title="Permalink to this definition"></a></dt>
<dd><p>Bases: <a class="reference external" href="/docs/apache-airflow/stable/_api/airflow/models/index.html#airflow.models.BaseOperator" title="(in apache-airflow v2.0.0)"><code class="xref py py-class docutils literal notranslate"><span class="pre">airflow.models.BaseOperator</span></code></a></p>
<p>Publish messages to a PubSub topic.</p>
<div class="admonition seealso">
<p class="admonition-title">See also</p>
<p>For more information on how to use this operator, take a look at the guide:
<a class="reference internal" href="../../../../../../../operators/cloud/pubsub.html#howto-operator-pubsubpublishmessageoperator"><span class="std std-ref">Publishing PubSub messages</span></a></p>
</div>
<p>Each Task publishes all provided messages to the same topic
in a single Google Cloud project. If the topic does not exist, this
task will fail.</p>
<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">m1</span> <span class="o">=</span> <span class="p">{</span><span class="s1">&#39;data&#39;</span><span class="p">:</span> <span class="sa">b</span><span class="s1">&#39;Hello, World!&#39;</span><span class="p">,</span>
<span class="s1">&#39;attributes&#39;</span><span class="p">:</span> <span class="p">{</span><span class="s1">&#39;type&#39;</span><span class="p">:</span> <span class="s1">&#39;greeting&#39;</span><span class="p">}</span>
<span class="p">}</span>
<span class="n">m2</span> <span class="o">=</span> <span class="p">{</span><span class="s1">&#39;data&#39;</span><span class="p">:</span> <span class="sa">b</span><span class="s1">&#39;Knock, knock&#39;</span><span class="p">}</span>
<span class="n">m3</span> <span class="o">=</span> <span class="p">{</span><span class="s1">&#39;attributes&#39;</span><span class="p">:</span> <span class="p">{</span><span class="s1">&#39;foo&#39;</span><span class="p">:</span> <span class="s1">&#39;&#39;</span><span class="p">}}</span>
<span class="n">t1</span> <span class="o">=</span> <span class="n">PubSubPublishOperator</span><span class="p">(</span>
<span class="n">project</span><span class="o">=</span><span class="s1">&#39;my-project&#39;</span><span class="p">,</span><span class="n">topic</span><span class="o">=</span><span class="s1">&#39;my_topic&#39;</span><span class="p">,</span>
<span class="n">messages</span><span class="o">=</span><span class="p">[</span><span class="n">m1</span><span class="p">,</span> <span class="n">m2</span><span class="p">,</span> <span class="n">m3</span><span class="p">],</span>
<span class="n">create_topic</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span>
<span class="n">dag</span><span class="o">=</span><span class="n">dag</span><span class="p">)</span>
</pre></div>
</div>
<p><code class="docutils literal notranslate"><span class="pre">project</span></code> , <code class="docutils literal notranslate"><span class="pre">topic</span></code>, and <code class="docutils literal notranslate"><span class="pre">messages</span></code> are templated so you can use
variables in them.</p>
<dl class="field-list simple">
<dt class="field-odd">Parameters</dt>
<dd class="field-odd"><ul class="simple">
<li><p><strong>project_id</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- Optional, the Google Cloud project ID in which to work (templated).
If set to None or missing, the default project_id from the Google Cloud connection is used.</p></li>
<li><p><strong>topic</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- the topic to which to publish. Do not include the
full topic path. In other words, instead of
<code class="docutils literal notranslate"><span class="pre">projects/{project}/topics/{topic}</span></code>, provide only
<code class="docutils literal notranslate"><span class="pre">{topic}</span></code>. (templated)</p></li>
<li><p><strong>messages</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#list" title="(in Python v3.9)"><em>list</em></a>) -- a list of messages to be published to the
topic. Each message is a dict with one or more of the
following keys-value mappings:
* 'data': a bytestring (utf-8 encoded)
* 'attributes': {'key1': 'value1', ...}
Each message must contain at least a non-empty 'data' value
or an attribute dict with at least one key (templated). See
<a class="reference external" href="https://cloud.google.com/pubsub/docs/reference/rest/v1/PubsubMessage">https://cloud.google.com/pubsub/docs/reference/rest/v1/PubsubMessage</a></p></li>
<li><p><strong>gcp_conn_id</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- The connection ID to use connecting to
Google Cloud.</p></li>
<li><p><strong>delegate_to</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- The account to impersonate using domain-wide delegation of authority,
if any. For this to work, the service account making the request must have
domain-wide delegation enabled.</p></li>
<li><p><strong>project</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- (Deprecated) the Google Cloud project ID where the topic will be created</p></li>
<li><p><strong>impersonation_chain</strong> (<em>Union</em><em>[</em><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a><em>, </em><em>Sequence</em><em>[</em><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a><em>]</em><em>]</em>) -- Optional service account to impersonate using short-term
credentials, or chained list of accounts required to get the access_token
of the last account in the list, which will be impersonated in the request.
If set as a string, the account must grant the originating account
the Service Account Token Creator IAM role.
If set as a sequence, the identities from the list must grant
Service Account Token Creator IAM role to the directly preceding identity, with first
account from the list granting this role to the originating account (templated).</p></li>
</ul>
</dd>
</dl>
<dl class="py attribute">
<dt id="airflow.providers.google.cloud.operators.pubsub.PubSubPublishMessageOperator.template_fields">
<code class="sig-name descname">template_fields</code><em class="property"> = ['project_id', 'topic', 'messages', 'impersonation_chain']</em><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/operators/pubsub.html#PubSubPublishMessageOperator.template_fields"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.operators.pubsub.PubSubPublishMessageOperator.template_fields" title="Permalink to this definition"></a></dt>
<dd></dd></dl>
<dl class="py attribute">
<dt id="airflow.providers.google.cloud.operators.pubsub.PubSubPublishMessageOperator.ui_color">
<code class="sig-name descname">ui_color</code><em class="property"> = #0273d4</em><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/operators/pubsub.html#PubSubPublishMessageOperator.ui_color"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.operators.pubsub.PubSubPublishMessageOperator.ui_color" title="Permalink to this definition"></a></dt>
<dd></dd></dl>
<dl class="py method">
<dt id="airflow.providers.google.cloud.operators.pubsub.PubSubPublishMessageOperator.execute">
<code class="sig-name descname">execute</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">self</span></em>, <em class="sig-param"><span class="n">context</span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/operators/pubsub.html#PubSubPublishMessageOperator.execute"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.operators.pubsub.PubSubPublishMessageOperator.execute" title="Permalink to this definition"></a></dt>
<dd></dd></dl>
</dd></dl>
<dl class="py class">
<dt id="airflow.providers.google.cloud.operators.pubsub.PubSubPullOperator">
<em class="property">class </em><code class="sig-prename descclassname">airflow.providers.google.cloud.operators.pubsub.</code><code class="sig-name descname">PubSubPullOperator</code><span class="sig-paren">(</span><em class="sig-param"><span class="o">*</span></em>, <em class="sig-param"><span class="n">project_id</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a></span></em>, <em class="sig-param"><span class="n">subscription</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a></span></em>, <em class="sig-param"><span class="n">max_messages</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/functions.html#int" title="(in Python v3.9)">int</a></span> <span class="o">=</span> <span class="default_value">5</span></em>, <em class="sig-param"><span class="n">ack_messages</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/functions.html#bool" title="(in Python v3.9)">bool</a></span> <span class="o">=</span> <span class="default_value">False</span></em>, <em class="sig-param"><span class="n">messages_callback</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span>Callable<span class="p">[</span><span class="p">[</span>List<span class="p">[</span>ReceivedMessage<span class="p">]</span><span class="p">, </span>Dict<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">, </span>Any<span class="p">]</span><span class="p">]</span><span class="p">, </span>Any<span class="p">]</span><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="n">gcp_conn_id</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a></span> <span class="o">=</span> <span class="default_value">'google_cloud_default'</span></em>, <em class="sig-param"><span class="n">delegate_to</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="n">impersonation_chain</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span>Union<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">, </span>Sequence<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">]</span><span class="p">]</span><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="o">**</span><span class="n">kwargs</span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/operators/pubsub.html#PubSubPullOperator"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.operators.pubsub.PubSubPullOperator" title="Permalink to this definition"></a></dt>
<dd><p>Bases: <a class="reference external" href="/docs/apache-airflow/stable/_api/airflow/models/index.html#airflow.models.BaseOperator" title="(in apache-airflow v2.0.0)"><code class="xref py py-class docutils literal notranslate"><span class="pre">airflow.models.BaseOperator</span></code></a></p>
<p>Pulls messages from a PubSub subscription and passes them through XCom.
If the queue is empty, returns empty list - never waits for messages.
If you do need to wait, please use <code class="xref py py-class docutils literal notranslate"><span class="pre">airflow.providers.google.cloud.sensors.PubSubPullSensor</span></code>
instead.</p>
<div class="admonition seealso">
<p class="admonition-title">See also</p>
<p>For more information on how to use this operator, take a look at the guide:
<a class="reference internal" href="../../../../../../../operators/cloud/pubsub.html#howto-operator-pubsubpullsensor"><span class="std std-ref">Pulling messages from a PubSub subscription</span></a></p>
</div>
<p>This sensor operator will pull up to <code class="docutils literal notranslate"><span class="pre">max_messages</span></code> messages from the
specified PubSub subscription. When the subscription returns messages,
the poke method's criteria will be fulfilled and the messages will be
returned from the operator and passed through XCom for downstream tasks.</p>
<p>If <code class="docutils literal notranslate"><span class="pre">ack_messages</span></code> is set to True, messages will be immediately
acknowledged before being returned, otherwise, downstream tasks will be
responsible for acknowledging them.</p>
<p><code class="docutils literal notranslate"><span class="pre">project</span></code> and <code class="docutils literal notranslate"><span class="pre">subscription</span></code> are templated so you can use
variables in them.</p>
<dl class="field-list simple">
<dt class="field-odd">Parameters</dt>
<dd class="field-odd"><ul class="simple">
<li><p><strong>project</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- the Google Cloud project ID for the subscription (templated)</p></li>
<li><p><strong>subscription</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- the Pub/Sub subscription name. Do not include the
full subscription path.</p></li>
<li><p><strong>max_messages</strong> (<a class="reference external" href="https://docs.python.org/3/library/functions.html#int" title="(in Python v3.9)"><em>int</em></a>) -- The maximum number of messages to retrieve per
PubSub pull request</p></li>
<li><p><strong>ack_messages</strong> (<a class="reference external" href="https://docs.python.org/3/library/functions.html#bool" title="(in Python v3.9)"><em>bool</em></a>) -- If True, each message will be acknowledged
immediately rather than by any downstream tasks</p></li>
<li><p><strong>gcp_conn_id</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- The connection ID to use connecting to
Google Cloud.</p></li>
<li><p><strong>delegate_to</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- The account to impersonate using domain-wide delegation of authority,
if any. For this to work, the service account making the request must have
domain-wide delegation enabled.</p></li>
<li><p><strong>messages_callback</strong> (<em>Optional</em><em>[</em><em>Callable</em><em>[</em><em>[</em><em>List</em><em>[</em><em>ReceivedMessage</em><em>]</em><em>, </em><em>Dict</em><em>[</em><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a><em>, </em><em>Any</em><em>]</em><em>]</em><em>, </em><em>Any</em><em>]</em><em>]</em>) -- (Optional) Callback to process received messages.
It's return value will be saved to XCom.
If you are pulling large messages, you probably want to provide a custom callback.
If not provided, the default implementation will convert <cite>ReceivedMessage</cite> objects
into JSON-serializable dicts using <cite>google.protobuf.json_format.MessageToDict</cite> function.</p></li>
<li><p><strong>impersonation_chain</strong> (<em>Union</em><em>[</em><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a><em>, </em><em>Sequence</em><em>[</em><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a><em>]</em><em>]</em>) -- Optional service account to impersonate using short-term
credentials, or chained list of accounts required to get the access_token
of the last account in the list, which will be impersonated in the request.
If set as a string, the account must grant the originating account
the Service Account Token Creator IAM role.
If set as a sequence, the identities from the list must grant
Service Account Token Creator IAM role to the directly preceding identity, with first
account from the list granting this role to the originating account (templated).</p></li>
</ul>
</dd>
</dl>
<dl class="py attribute">
<dt id="airflow.providers.google.cloud.operators.pubsub.PubSubPullOperator.template_fields">
<code class="sig-name descname">template_fields</code><em class="property"> = ['project_id', 'subscription', 'impersonation_chain']</em><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/operators/pubsub.html#PubSubPullOperator.template_fields"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.operators.pubsub.PubSubPullOperator.template_fields" title="Permalink to this definition"></a></dt>
<dd></dd></dl>
<dl class="py method">
<dt id="airflow.providers.google.cloud.operators.pubsub.PubSubPullOperator.execute">
<code class="sig-name descname">execute</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">self</span></em>, <em class="sig-param"><span class="n">context</span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/operators/pubsub.html#PubSubPullOperator.execute"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.operators.pubsub.PubSubPullOperator.execute" title="Permalink to this definition"></a></dt>
<dd></dd></dl>
<dl class="py method">
<dt id="airflow.providers.google.cloud.operators.pubsub.PubSubPullOperator._default_message_callback">
<code class="sig-name descname">_default_message_callback</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">self</span></em>, <em class="sig-param"><span class="n">pulled_messages</span><span class="p">:</span> <span class="n">List<span class="p">[</span>ReceivedMessage<span class="p">]</span></span></em>, <em class="sig-param"><span class="n">context</span><span class="p">:</span> <span class="n">Dict<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">, </span>Any<span class="p">]</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/operators/pubsub.html#PubSubPullOperator._default_message_callback"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.operators.pubsub.PubSubPullOperator._default_message_callback" title="Permalink to this definition"></a></dt>
<dd><p>This method can be overridden by subclasses or by <cite>messages_callback</cite> constructor argument.
This default implementation converts <cite>ReceivedMessage</cite> objects into JSON-serializable dicts.</p>
<dl class="field-list simple">
<dt class="field-odd">Parameters</dt>
<dd class="field-odd"><ul class="simple">
<li><p><strong>pulled_messages</strong> (<em>List</em><em>[</em><em>ReceivedMessage</em><em>]</em>) -- messages received from the topic.</p></li>
<li><p><strong>context</strong> -- same as in <cite>execute</cite></p></li>
</ul>
</dd>
<dt class="field-even">Returns</dt>
<dd class="field-even"><p>value to be saved to XCom.</p>
</dd>
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</dd></dl>
</dd></dl>
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<li><a class="reference internal" href="#"><code class="xref py py-mod docutils literal notranslate"><span class="pre">airflow.providers.google.cloud.operators.pubsub</span></code></a><ul>
<li><a class="reference internal" href="#module-contents">Module Contents</a><ul>
<li><a class="reference internal" href="#airflow.providers.google.cloud.operators.pubsub.PubSubCreateTopicOperator">PubSubCreateTopicOperator</a><ul>
<li><a class="reference internal" href="#airflow.providers.google.cloud.operators.pubsub.PubSubCreateTopicOperator.template_fields">template_fields</a></li>
</ul>
<ul>
<li><a class="reference internal" href="#airflow.providers.google.cloud.operators.pubsub.PubSubCreateTopicOperator.ui_color">ui_color</a></li>
</ul>
<ul>
<li><a class="reference internal" href="#airflow.providers.google.cloud.operators.pubsub.PubSubCreateTopicOperator.execute">execute</a></li>
</ul>
</li>
</ul>
<ul>
<li><a class="reference internal" href="#airflow.providers.google.cloud.operators.pubsub.PubSubCreateSubscriptionOperator">PubSubCreateSubscriptionOperator</a><ul>
<li><a class="reference internal" href="#airflow.providers.google.cloud.operators.pubsub.PubSubCreateSubscriptionOperator.template_fields">template_fields</a></li>
</ul>
<ul>
<li><a class="reference internal" href="#airflow.providers.google.cloud.operators.pubsub.PubSubCreateSubscriptionOperator.ui_color">ui_color</a></li>
</ul>
<ul>
<li><a class="reference internal" href="#airflow.providers.google.cloud.operators.pubsub.PubSubCreateSubscriptionOperator.execute">execute</a></li>
</ul>
</li>
</ul>
<ul>
<li><a class="reference internal" href="#airflow.providers.google.cloud.operators.pubsub.PubSubDeleteTopicOperator">PubSubDeleteTopicOperator</a><ul>
<li><a class="reference internal" href="#airflow.providers.google.cloud.operators.pubsub.PubSubDeleteTopicOperator.template_fields">template_fields</a></li>
</ul>
<ul>
<li><a class="reference internal" href="#airflow.providers.google.cloud.operators.pubsub.PubSubDeleteTopicOperator.ui_color">ui_color</a></li>
</ul>
<ul>
<li><a class="reference internal" href="#airflow.providers.google.cloud.operators.pubsub.PubSubDeleteTopicOperator.execute">execute</a></li>
</ul>
</li>
</ul>
<ul>
<li><a class="reference internal" href="#airflow.providers.google.cloud.operators.pubsub.PubSubDeleteSubscriptionOperator">PubSubDeleteSubscriptionOperator</a><ul>
<li><a class="reference internal" href="#airflow.providers.google.cloud.operators.pubsub.PubSubDeleteSubscriptionOperator.template_fields">template_fields</a></li>
</ul>
<ul>
<li><a class="reference internal" href="#airflow.providers.google.cloud.operators.pubsub.PubSubDeleteSubscriptionOperator.ui_color">ui_color</a></li>
</ul>
<ul>
<li><a class="reference internal" href="#airflow.providers.google.cloud.operators.pubsub.PubSubDeleteSubscriptionOperator.execute">execute</a></li>
</ul>
</li>
</ul>
<ul>
<li><a class="reference internal" href="#airflow.providers.google.cloud.operators.pubsub.PubSubPublishMessageOperator">PubSubPublishMessageOperator</a><ul>
<li><a class="reference internal" href="#airflow.providers.google.cloud.operators.pubsub.PubSubPublishMessageOperator.template_fields">template_fields</a></li>
</ul>
<ul>
<li><a class="reference internal" href="#airflow.providers.google.cloud.operators.pubsub.PubSubPublishMessageOperator.ui_color">ui_color</a></li>
</ul>
<ul>
<li><a class="reference internal" href="#airflow.providers.google.cloud.operators.pubsub.PubSubPublishMessageOperator.execute">execute</a></li>
</ul>
</li>
</ul>
<ul>
<li><a class="reference internal" href="#airflow.providers.google.cloud.operators.pubsub.PubSubPullOperator">PubSubPullOperator</a><ul>
<li><a class="reference internal" href="#airflow.providers.google.cloud.operators.pubsub.PubSubPullOperator.template_fields">template_fields</a></li>
</ul>
<ul>
<li><a class="reference internal" href="#airflow.providers.google.cloud.operators.pubsub.PubSubPullOperator.execute">execute</a></li>
</ul>
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<li><a class="reference internal" href="#airflow.providers.google.cloud.operators.pubsub.PubSubPullOperator._default_message_callback">_default_message_callback</a></li>
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