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<h1>Source code for airflow.providers.google.cloud.operators.pubsub</h1><div class="highlight"><pre>
<span></span><span class="c1">#</span>
<span class="c1"># Licensed to the Apache Software Foundation (ASF) under one</span>
<span class="c1"># or more contributor license agreements. See the NOTICE file</span>
<span class="c1"># distributed with this work for additional information</span>
<span class="c1"># regarding copyright ownership. The ASF licenses this file</span>
<span class="c1"># to you under the Apache License, Version 2.0 (the</span>
<span class="c1"># &quot;License&quot;); you may not use this file except in compliance</span>
<span class="c1"># with the License. You may obtain a copy of the License at</span>
<span class="c1">#</span>
<span class="c1"># http://www.apache.org/licenses/LICENSE-2.0</span>
<span class="c1">#</span>
<span class="c1"># Unless required by applicable law or agreed to in writing,</span>
<span class="c1"># software distributed under the License is distributed on an</span>
<span class="c1"># &quot;AS IS&quot; BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY</span>
<span class="c1"># KIND, either express or implied. See the License for the</span>
<span class="c1"># specific language governing permissions and limitations</span>
<span class="c1"># under the License.</span>
<span class="sd">&quot;&quot;&quot;This module contains Google PubSub operators.&quot;&quot;&quot;</span>
<span class="kn">import</span> <span class="nn">warnings</span>
<span class="kn">from</span> <span class="nn">typing</span> <span class="kn">import</span> <span class="n">Any</span><span class="p">,</span> <span class="n">Callable</span><span class="p">,</span> <span class="n">Dict</span><span class="p">,</span> <span class="n">List</span><span class="p">,</span> <span class="n">Optional</span><span class="p">,</span> <span class="n">Sequence</span><span class="p">,</span> <span class="n">Tuple</span><span class="p">,</span> <span class="n">Union</span>
<span class="kn">from</span> <span class="nn">google.api_core.retry</span> <span class="kn">import</span> <span class="n">Retry</span>
<span class="kn">from</span> <span class="nn">google.cloud.pubsub_v1.types</span> <span class="kn">import</span> <span class="p">(</span>
<span class="n">DeadLetterPolicy</span><span class="p">,</span>
<span class="n">Duration</span><span class="p">,</span>
<span class="n">ExpirationPolicy</span><span class="p">,</span>
<span class="n">MessageStoragePolicy</span><span class="p">,</span>
<span class="n">PushConfig</span><span class="p">,</span>
<span class="n">ReceivedMessage</span><span class="p">,</span>
<span class="n">RetryPolicy</span><span class="p">,</span>
<span class="p">)</span>
<span class="kn">from</span> <span class="nn">google.protobuf.json_format</span> <span class="kn">import</span> <span class="n">MessageToDict</span>
<span class="kn">from</span> <span class="nn">airflow.models</span> <span class="kn">import</span> <span class="n">BaseOperator</span>
<span class="kn">from</span> <span class="nn">airflow.providers.google.cloud.hooks.pubsub</span> <span class="kn">import</span> <span class="n">PubSubHook</span>
<span class="kn">from</span> <span class="nn">airflow.utils.decorators</span> <span class="kn">import</span> <span class="n">apply_defaults</span>
<div class="viewcode-block" id="PubSubCreateTopicOperator"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/cloud/operators/pubsub/index.html#airflow.providers.google.cloud.operators.pubsub.PubSubCreateTopicOperator">[docs]</a><span class="k">class</span> <span class="nc">PubSubCreateTopicOperator</span><span class="p">(</span><span class="n">BaseOperator</span><span class="p">):</span>
<span class="sd">&quot;&quot;&quot;Create a PubSub topic.</span>
<span class="sd"> .. seealso::</span>
<span class="sd"> For more information on how to use this operator, take a look at the guide:</span>
<span class="sd"> :ref:`howto/operator:PubSubCreateTopicOperator`</span>
<span class="sd"> By default, if the topic already exists, this operator will</span>
<span class="sd"> not cause the DAG to fail. ::</span>
<span class="sd"> with DAG(&#39;successful DAG&#39;) as dag:</span>
<span class="sd"> (</span>
<span class="sd"> PubSubTopicCreateOperator(project=&#39;my-project&#39;,</span>
<span class="sd"> topic=&#39;my_new_topic&#39;)</span>
<span class="sd"> &gt;&gt; PubSubTopicCreateOperator(project=&#39;my-project&#39;,</span>
<span class="sd"> topic=&#39;my_new_topic&#39;)</span>
<span class="sd"> )</span>
<span class="sd"> The operator can be configured to fail if the topic already exists. ::</span>
<span class="sd"> with DAG(&#39;failing DAG&#39;) as dag:</span>
<span class="sd"> (</span>
<span class="sd"> PubSubTopicCreateOperator(project=&#39;my-project&#39;,</span>
<span class="sd"> topic=&#39;my_new_topic&#39;)</span>
<span class="sd"> &gt;&gt; PubSubTopicCreateOperator(project=&#39;my-project&#39;,</span>
<span class="sd"> topic=&#39;my_new_topic&#39;,</span>
<span class="sd"> fail_if_exists=True)</span>
<span class="sd"> )</span>
<span class="sd"> Both ``project`` and ``topic`` are templated so you can use</span>
<span class="sd"> variables in them.</span>
<span class="sd"> :param project_id: Optional, the Google Cloud project ID where the topic will be created.</span>
<span class="sd"> If set to None or missing, the default project_id from the Google Cloud connection is used.</span>
<span class="sd"> :type project_id: str</span>
<span class="sd"> :param topic: the topic to create. Do not include the</span>
<span class="sd"> full topic path. In other words, instead of</span>
<span class="sd"> ``projects/{project}/topics/{topic}``, provide only</span>
<span class="sd"> ``{topic}``. (templated)</span>
<span class="sd"> :type topic: str</span>
<span class="sd"> :param gcp_conn_id: The connection ID to use connecting to</span>
<span class="sd"> Google Cloud.</span>
<span class="sd"> :type gcp_conn_id: str</span>
<span class="sd"> :param delegate_to: The account to impersonate using domain-wide delegation of authority,</span>
<span class="sd"> if any. For this to work, the service account making the request must have</span>
<span class="sd"> domain-wide delegation enabled.</span>
<span class="sd"> :type delegate_to: str</span>
<span class="sd"> :param labels: Client-assigned labels; see</span>
<span class="sd"> https://cloud.google.com/pubsub/docs/labels</span>
<span class="sd"> :type labels: Dict[str, str]</span>
<span class="sd"> :param message_storage_policy: Policy constraining the set</span>
<span class="sd"> of Google Cloud regions where messages published to</span>
<span class="sd"> the topic may be stored. If not present, then no constraints</span>
<span class="sd"> are in effect.</span>
<span class="sd"> :type message_storage_policy:</span>
<span class="sd"> Union[Dict, google.cloud.pubsub_v1.types.MessageStoragePolicy]</span>
<span class="sd"> :param kms_key_name: The resource name of the Cloud KMS CryptoKey</span>
<span class="sd"> to be used to protect access to messages published on this topic.</span>
<span class="sd"> The expected format is</span>
<span class="sd"> ``projects/*/locations/*/keyRings/*/cryptoKeys/*``.</span>
<span class="sd"> :type kms_key_name: str</span>
<span class="sd"> :param retry: (Optional) A retry object used to retry requests.</span>
<span class="sd"> If None is specified, requests will not be retried.</span>
<span class="sd"> :type retry: google.api_core.retry.Retry</span>
<span class="sd"> :param timeout: (Optional) The amount of time, in seconds, to wait for the request</span>
<span class="sd"> to complete. Note that if retry is specified, the timeout applies to each</span>
<span class="sd"> individual attempt.</span>
<span class="sd"> :type timeout: float</span>
<span class="sd"> :param metadata: (Optional) Additional metadata that is provided to the method.</span>
<span class="sd"> :type metadata: Sequence[Tuple[str, str]]]</span>
<span class="sd"> :param project: (Deprecated) the Google Cloud project ID where the topic will be created</span>
<span class="sd"> :type project: str</span>
<span class="sd"> :param impersonation_chain: Optional service account to impersonate using short-term</span>
<span class="sd"> credentials, or chained list of accounts required to get the access_token</span>
<span class="sd"> of the last account in the list, which will be impersonated in the request.</span>
<span class="sd"> If set as a string, the account must grant the originating account</span>
<span class="sd"> the Service Account Token Creator IAM role.</span>
<span class="sd"> If set as a sequence, the identities from the list must grant</span>
<span class="sd"> Service Account Token Creator IAM role to the directly preceding identity, with first</span>
<span class="sd"> account from the list granting this role to the originating account (templated).</span>
<span class="sd"> :type impersonation_chain: Union[str, Sequence[str]]</span>
<span class="sd"> &quot;&quot;&quot;</span>
<div class="viewcode-block" id="PubSubCreateTopicOperator.template_fields"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/cloud/operators/pubsub/index.html#airflow.providers.google.cloud.operators.pubsub.PubSubCreateTopicOperator.template_fields">[docs]</a> <span class="n">template_fields</span> <span class="o">=</span> <span class="p">[</span>
<span class="s1">&#39;project_id&#39;</span><span class="p">,</span>
<span class="s1">&#39;topic&#39;</span><span class="p">,</span>
<span class="s1">&#39;impersonation_chain&#39;</span><span class="p">,</span></div>
<span class="p">]</span>
<div class="viewcode-block" id="PubSubCreateTopicOperator.ui_color"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/cloud/operators/pubsub/index.html#airflow.providers.google.cloud.operators.pubsub.PubSubCreateTopicOperator.ui_color">[docs]</a> <span class="n">ui_color</span> <span class="o">=</span> <span class="s1">&#39;#0273d4&#39;</span></div>
<span class="c1"># pylint: disable=too-many-arguments</span>
<span class="nd">@apply_defaults</span>
<span class="k">def</span> <span class="fm">__init__</span><span class="p">(</span>
<span class="bp">self</span><span class="p">,</span>
<span class="o">*</span><span class="p">,</span>
<span class="n">topic</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span>
<span class="n">project_id</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
<span class="n">fail_if_exists</span><span class="p">:</span> <span class="nb">bool</span> <span class="o">=</span> <span class="kc">False</span><span class="p">,</span>
<span class="n">gcp_conn_id</span><span class="p">:</span> <span class="nb">str</span> <span class="o">=</span> <span class="s1">&#39;google_cloud_default&#39;</span><span class="p">,</span>
<span class="n">delegate_to</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
<span class="n">labels</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="n">Dict</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="nb">str</span><span class="p">]]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
<span class="n">message_storage_policy</span><span class="p">:</span> <span class="n">Union</span><span class="p">[</span><span class="n">Dict</span><span class="p">,</span> <span class="n">MessageStoragePolicy</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
<span class="n">kms_key_name</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
<span class="n">retry</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="n">Retry</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
<span class="n">timeout</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">float</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
<span class="n">metadata</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="n">Sequence</span><span class="p">[</span><span class="n">Tuple</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="nb">str</span><span class="p">]]]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
<span class="n">project</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
<span class="n">impersonation_chain</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="n">Union</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="n">Sequence</span><span class="p">[</span><span class="nb">str</span><span class="p">]]]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
<span class="o">**</span><span class="n">kwargs</span><span class="p">,</span>
<span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
<span class="c1"># To preserve backward compatibility</span>
<span class="c1"># TODO: remove one day</span>
<span class="k">if</span> <span class="n">project</span><span class="p">:</span>
<span class="n">warnings</span><span class="o">.</span><span class="n">warn</span><span class="p">(</span>
<span class="s2">&quot;The project parameter has been deprecated. You should pass the project_id parameter.&quot;</span><span class="p">,</span>
<span class="ne">DeprecationWarning</span><span class="p">,</span>
<span class="n">stacklevel</span><span class="o">=</span><span class="mi">2</span><span class="p">,</span>
<span class="p">)</span>
<span class="n">project_id</span> <span class="o">=</span> <span class="n">project</span>
<span class="nb">super</span><span class="p">()</span><span class="o">.</span><span class="fm">__init__</span><span class="p">(</span><span class="o">**</span><span class="n">kwargs</span><span class="p">)</span>
<span class="bp">self</span><span class="o">.</span><span class="n">project_id</span> <span class="o">=</span> <span class="n">project_id</span>
<span class="bp">self</span><span class="o">.</span><span class="n">topic</span> <span class="o">=</span> <span class="n">topic</span>
<span class="bp">self</span><span class="o">.</span><span class="n">fail_if_exists</span> <span class="o">=</span> <span class="n">fail_if_exists</span>
<span class="bp">self</span><span class="o">.</span><span class="n">gcp_conn_id</span> <span class="o">=</span> <span class="n">gcp_conn_id</span>
<span class="bp">self</span><span class="o">.</span><span class="n">delegate_to</span> <span class="o">=</span> <span class="n">delegate_to</span>
<span class="bp">self</span><span class="o">.</span><span class="n">labels</span> <span class="o">=</span> <span class="n">labels</span>
<span class="bp">self</span><span class="o">.</span><span class="n">message_storage_policy</span> <span class="o">=</span> <span class="n">message_storage_policy</span>
<span class="bp">self</span><span class="o">.</span><span class="n">kms_key_name</span> <span class="o">=</span> <span class="n">kms_key_name</span>
<span class="bp">self</span><span class="o">.</span><span class="n">retry</span> <span class="o">=</span> <span class="n">retry</span>
<span class="bp">self</span><span class="o">.</span><span class="n">timeout</span> <span class="o">=</span> <span class="n">timeout</span>
<span class="bp">self</span><span class="o">.</span><span class="n">metadata</span> <span class="o">=</span> <span class="n">metadata</span>
<span class="bp">self</span><span class="o">.</span><span class="n">impersonation_chain</span> <span class="o">=</span> <span class="n">impersonation_chain</span>
<div class="viewcode-block" id="PubSubCreateTopicOperator.execute"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/cloud/operators/pubsub/index.html#airflow.providers.google.cloud.operators.pubsub.PubSubCreateTopicOperator.execute">[docs]</a> <span class="k">def</span> <span class="nf">execute</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">context</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
<span class="n">hook</span> <span class="o">=</span> <span class="n">PubSubHook</span><span class="p">(</span>
<span class="n">gcp_conn_id</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">gcp_conn_id</span><span class="p">,</span>
<span class="n">delegate_to</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">delegate_to</span><span class="p">,</span>
<span class="n">impersonation_chain</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">impersonation_chain</span><span class="p">,</span>
<span class="p">)</span>
<span class="bp">self</span><span class="o">.</span><span class="n">log</span><span class="o">.</span><span class="n">info</span><span class="p">(</span><span class="s2">&quot;Creating topic </span><span class="si">%s</span><span class="s2">&quot;</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">topic</span><span class="p">)</span>
<span class="n">hook</span><span class="o">.</span><span class="n">create_topic</span><span class="p">(</span>
<span class="n">project_id</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">project_id</span><span class="p">,</span>
<span class="n">topic</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">topic</span><span class="p">,</span>
<span class="n">fail_if_exists</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">fail_if_exists</span><span class="p">,</span>
<span class="n">labels</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">labels</span><span class="p">,</span>
<span class="n">message_storage_policy</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">message_storage_policy</span><span class="p">,</span>
<span class="n">kms_key_name</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">kms_key_name</span><span class="p">,</span>
<span class="n">retry</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">retry</span><span class="p">,</span>
<span class="n">timeout</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">timeout</span><span class="p">,</span>
<span class="n">metadata</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">metadata</span><span class="p">,</span>
<span class="p">)</span>
<span class="bp">self</span><span class="o">.</span><span class="n">log</span><span class="o">.</span><span class="n">info</span><span class="p">(</span><span class="s2">&quot;Created topic </span><span class="si">%s</span><span class="s2">&quot;</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">topic</span><span class="p">)</span></div></div>
<span class="c1"># pylint: disable=too-many-instance-attributes</span>
<div class="viewcode-block" id="PubSubCreateSubscriptionOperator"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/cloud/operators/pubsub/index.html#airflow.providers.google.cloud.operators.pubsub.PubSubCreateSubscriptionOperator">[docs]</a><span class="k">class</span> <span class="nc">PubSubCreateSubscriptionOperator</span><span class="p">(</span><span class="n">BaseOperator</span><span class="p">):</span>
<span class="sd">&quot;&quot;&quot;Create a PubSub subscription.</span>
<span class="sd"> .. seealso::</span>
<span class="sd"> For more information on how to use this operator, take a look at the guide:</span>
<span class="sd"> :ref:`howto/operator:PubSubCreateSubscriptionOperator`</span>
<span class="sd"> By default, the subscription will be created in ``topic_project``. If</span>
<span class="sd"> ``subscription_project`` is specified and the Google Cloud credentials allow, the</span>
<span class="sd"> Subscription can be created in a different project from its topic.</span>
<span class="sd"> By default, if the subscription already exists, this operator will</span>
<span class="sd"> not cause the DAG to fail. However, the topic must exist in the project. ::</span>
<span class="sd"> with DAG(&#39;successful DAG&#39;) as dag:</span>
<span class="sd"> (</span>
<span class="sd"> PubSubSubscriptionCreateOperator(</span>
<span class="sd"> topic_project=&#39;my-project&#39;, topic=&#39;my-topic&#39;,</span>
<span class="sd"> subscription=&#39;my-subscription&#39;)</span>
<span class="sd"> &gt;&gt; PubSubSubscriptionCreateOperator(</span>
<span class="sd"> topic_project=&#39;my-project&#39;, topic=&#39;my-topic&#39;,</span>
<span class="sd"> subscription=&#39;my-subscription&#39;)</span>
<span class="sd"> )</span>
<span class="sd"> The operator can be configured to fail if the subscription already exists.</span>
<span class="sd"> ::</span>
<span class="sd"> with DAG(&#39;failing DAG&#39;) as dag:</span>
<span class="sd"> (</span>
<span class="sd"> PubSubSubscriptionCreateOperator(</span>
<span class="sd"> topic_project=&#39;my-project&#39;, topic=&#39;my-topic&#39;,</span>
<span class="sd"> subscription=&#39;my-subscription&#39;)</span>
<span class="sd"> &gt;&gt; PubSubSubscriptionCreateOperator(</span>
<span class="sd"> topic_project=&#39;my-project&#39;, topic=&#39;my-topic&#39;,</span>
<span class="sd"> subscription=&#39;my-subscription&#39;, fail_if_exists=True)</span>
<span class="sd"> )</span>
<span class="sd"> Finally, subscription is not required. If not passed, the operator will</span>
<span class="sd"> generated a universally unique identifier for the subscription&#39;s name. ::</span>
<span class="sd"> with DAG(&#39;DAG&#39;) as dag:</span>
<span class="sd"> (</span>
<span class="sd"> PubSubSubscriptionCreateOperator(</span>
<span class="sd"> topic_project=&#39;my-project&#39;, topic=&#39;my-topic&#39;)</span>
<span class="sd"> )</span>
<span class="sd"> ``topic_project``, ``topic``, ``subscription``, and</span>
<span class="sd"> ``subscription`` are templated so you can use variables in them.</span>
<span class="sd"> :param project_id: Optional, the Google Cloud project ID where the topic exists.</span>
<span class="sd"> If set to None or missing, the default project_id from the Google Cloud connection is used.</span>
<span class="sd"> :type project_id: str</span>
<span class="sd"> :param topic: the topic to create. Do not include the</span>
<span class="sd"> full topic path. In other words, instead of</span>
<span class="sd"> ``projects/{project}/topics/{topic}``, provide only</span>
<span class="sd"> ``{topic}``. (templated)</span>
<span class="sd"> :type topic: str</span>
<span class="sd"> :param subscription: the Pub/Sub subscription name. If empty, a random</span>
<span class="sd"> name will be generated using the uuid module</span>
<span class="sd"> :type subscription: str</span>
<span class="sd"> :param subscription_project_id: the Google Cloud project ID where the subscription</span>
<span class="sd"> will be created. If empty, ``topic_project`` will be used.</span>
<span class="sd"> :type subscription_project_id: str</span>
<span class="sd"> :param ack_deadline_secs: Number of seconds that a subscriber has to</span>
<span class="sd"> acknowledge each message pulled from the subscription</span>
<span class="sd"> :type ack_deadline_secs: int</span>
<span class="sd"> :param gcp_conn_id: The connection ID to use connecting to</span>
<span class="sd"> Google Cloud.</span>
<span class="sd"> :type gcp_conn_id: str</span>
<span class="sd"> :param delegate_to: The account to impersonate using domain-wide delegation of authority,</span>
<span class="sd"> if any. For this to work, the service account making the request must have</span>
<span class="sd"> domain-wide delegation enabled.</span>
<span class="sd"> :type delegate_to: str</span>
<span class="sd"> :param push_config: If push delivery is used with this subscription,</span>
<span class="sd"> this field is used to configure it. An empty ``pushConfig`` signifies</span>
<span class="sd"> that the subscriber will pull and ack messages using API methods.</span>
<span class="sd"> :type push_config: Union[Dict, google.cloud.pubsub_v1.types.PushConfig]</span>
<span class="sd"> :param retain_acked_messages: Indicates whether to retain acknowledged</span>
<span class="sd"> messages. If true, then messages are not expunged from the subscription&#39;s</span>
<span class="sd"> backlog, even if they are acknowledged, until they fall out of the</span>
<span class="sd"> ``message_retention_duration`` window. This must be true if you would</span>
<span class="sd"> like to Seek to a timestamp.</span>
<span class="sd"> :type retain_acked_messages: bool</span>
<span class="sd"> :param message_retention_duration: How long to retain unacknowledged messages</span>
<span class="sd"> in the subscription&#39;s backlog, from the moment a message is published. If</span>
<span class="sd"> ``retain_acked_messages`` is true, then this also configures the</span>
<span class="sd"> retention of acknowledged messages, and thus configures how far back in</span>
<span class="sd"> time a ``Seek`` can be done. Defaults to 7 days. Cannot be more than 7</span>
<span class="sd"> days or less than 10 minutes.</span>
<span class="sd"> :type message_retention_duration: Union[Dict, google.cloud.pubsub_v1.types.Duration]</span>
<span class="sd"> :param labels: Client-assigned labels; see</span>
<span class="sd"> https://cloud.google.com/pubsub/docs/labels</span>
<span class="sd"> :type labels: Dict[str, str]</span>
<span class="sd"> :param enable_message_ordering: If true, messages published with the same</span>
<span class="sd"> ordering_key in PubsubMessage will be delivered to the subscribers in the order</span>
<span class="sd"> in which they are received by the Pub/Sub system. Otherwise, they may be</span>
<span class="sd"> delivered in any order.</span>
<span class="sd"> :type enable_message_ordering: bool</span>
<span class="sd"> :param expiration_policy: A policy that specifies the conditions for this</span>
<span class="sd"> subscription’s expiration. A subscription is considered active as long as any</span>
<span class="sd"> connected subscriber is successfully consuming messages from the subscription or</span>
<span class="sd"> is issuing operations on the subscription. If expiration_policy is not set,</span>
<span class="sd"> a default policy with ttl of 31 days will be used. The minimum allowed value for</span>
<span class="sd"> expiration_policy.ttl is 1 day.</span>
<span class="sd"> :type expiration_policy: Union[Dict, google.cloud.pubsub_v1.types.ExpirationPolicy`]</span>
<span class="sd"> :param filter_: An expression written in the Cloud Pub/Sub filter language. If</span>
<span class="sd"> non-empty, then only PubsubMessages whose attributes field matches the filter are</span>
<span class="sd"> delivered on this subscription. If empty, then no messages are filtered out.</span>
<span class="sd"> :type filter_: str</span>
<span class="sd"> :param dead_letter_policy: A policy that specifies the conditions for dead lettering</span>
<span class="sd"> messages in this subscription. If dead_letter_policy is not set, dead lettering is</span>
<span class="sd"> disabled.</span>
<span class="sd"> :type dead_letter_policy: Union[Dict, google.cloud.pubsub_v1.types.DeadLetterPolicy]</span>
<span class="sd"> :param retry_policy: A policy that specifies how Pub/Sub retries message delivery</span>
<span class="sd"> for this subscription. If not set, the default retry policy is applied. This</span>
<span class="sd"> generally implies that messages will be retried as soon as possible for healthy</span>
<span class="sd"> subscribers. RetryPolicy will be triggered on NACKs or acknowledgement deadline</span>
<span class="sd"> exceeded events for a given message.</span>
<span class="sd"> :type retry_policy: Union[Dict, google.cloud.pubsub_v1.types.RetryPolicy]</span>
<span class="sd"> :param retry: (Optional) A retry object used to retry requests.</span>
<span class="sd"> If None is specified, requests will not be retried.</span>
<span class="sd"> :type retry: google.api_core.retry.Retry</span>
<span class="sd"> :param timeout: (Optional) The amount of time, in seconds, to wait for the request</span>
<span class="sd"> to complete. Note that if retry is specified, the timeout applies to each</span>
<span class="sd"> individual attempt.</span>
<span class="sd"> :type timeout: float</span>
<span class="sd"> :param metadata: (Optional) Additional metadata that is provided to the method.</span>
<span class="sd"> :type metadata: Sequence[Tuple[str, str]]]</span>
<span class="sd"> :param topic_project: (Deprecated) the Google Cloud project ID where the topic exists</span>
<span class="sd"> :type topic_project: str</span>
<span class="sd"> :param subscription_project: (Deprecated) the Google Cloud project ID where the subscription</span>
<span class="sd"> will be created. If empty, ``topic_project`` will be used.</span>
<span class="sd"> :type subscription_project: str</span>
<span class="sd"> :param impersonation_chain: Optional service account to impersonate using short-term</span>
<span class="sd"> credentials, or chained list of accounts required to get the access_token</span>
<span class="sd"> of the last account in the list, which will be impersonated in the request.</span>
<span class="sd"> If set as a string, the account must grant the originating account</span>
<span class="sd"> the Service Account Token Creator IAM role.</span>
<span class="sd"> If set as a sequence, the identities from the list must grant</span>
<span class="sd"> Service Account Token Creator IAM role to the directly preceding identity, with first</span>
<span class="sd"> account from the list granting this role to the originating account (templated).</span>
<span class="sd"> :type impersonation_chain: Union[str, Sequence[str]]</span>
<span class="sd"> &quot;&quot;&quot;</span>
<div class="viewcode-block" id="PubSubCreateSubscriptionOperator.template_fields"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/cloud/operators/pubsub/index.html#airflow.providers.google.cloud.operators.pubsub.PubSubCreateSubscriptionOperator.template_fields">[docs]</a> <span class="n">template_fields</span> <span class="o">=</span> <span class="p">[</span>
<span class="s1">&#39;project_id&#39;</span><span class="p">,</span>
<span class="s1">&#39;topic&#39;</span><span class="p">,</span>
<span class="s1">&#39;subscription&#39;</span><span class="p">,</span>
<span class="s1">&#39;subscription_project_id&#39;</span><span class="p">,</span>
<span class="s1">&#39;impersonation_chain&#39;</span><span class="p">,</span></div>
<span class="p">]</span>
<div class="viewcode-block" id="PubSubCreateSubscriptionOperator.ui_color"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/cloud/operators/pubsub/index.html#airflow.providers.google.cloud.operators.pubsub.PubSubCreateSubscriptionOperator.ui_color">[docs]</a> <span class="n">ui_color</span> <span class="o">=</span> <span class="s1">&#39;#0273d4&#39;</span></div>
<span class="c1"># pylint: disable=too-many-arguments, too-many-locals</span>
<span class="nd">@apply_defaults</span>
<span class="k">def</span> <span class="fm">__init__</span><span class="p">(</span>
<span class="bp">self</span><span class="p">,</span>
<span class="o">*</span><span class="p">,</span>
<span class="n">topic</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span>
<span class="n">project_id</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
<span class="n">subscription</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
<span class="n">subscription_project_id</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
<span class="n">ack_deadline_secs</span><span class="p">:</span> <span class="nb">int</span> <span class="o">=</span> <span class="mi">10</span><span class="p">,</span>
<span class="n">fail_if_exists</span><span class="p">:</span> <span class="nb">bool</span> <span class="o">=</span> <span class="kc">False</span><span class="p">,</span>
<span class="n">gcp_conn_id</span><span class="p">:</span> <span class="nb">str</span> <span class="o">=</span> <span class="s1">&#39;google_cloud_default&#39;</span><span class="p">,</span>
<span class="n">delegate_to</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
<span class="n">push_config</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="n">Union</span><span class="p">[</span><span class="n">Dict</span><span class="p">,</span> <span class="n">PushConfig</span><span class="p">]]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
<span class="n">retain_acked_messages</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">bool</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
<span class="n">message_retention_duration</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="n">Union</span><span class="p">[</span><span class="n">Dict</span><span class="p">,</span> <span class="n">Duration</span><span class="p">]]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
<span class="n">labels</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="n">Dict</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="nb">str</span><span class="p">]]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
<span class="n">enable_message_ordering</span><span class="p">:</span> <span class="nb">bool</span> <span class="o">=</span> <span class="kc">False</span><span class="p">,</span>
<span class="n">expiration_policy</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="n">Union</span><span class="p">[</span><span class="n">Dict</span><span class="p">,</span> <span class="n">ExpirationPolicy</span><span class="p">]]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
<span class="n">filter_</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
<span class="n">dead_letter_policy</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="n">Union</span><span class="p">[</span><span class="n">Dict</span><span class="p">,</span> <span class="n">DeadLetterPolicy</span><span class="p">]]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
<span class="n">retry_policy</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="n">Union</span><span class="p">[</span><span class="n">Dict</span><span class="p">,</span> <span class="n">RetryPolicy</span><span class="p">]]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
<span class="n">retry</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="n">Retry</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
<span class="n">timeout</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">float</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
<span class="n">metadata</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="n">Sequence</span><span class="p">[</span><span class="n">Tuple</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="nb">str</span><span class="p">]]]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
<span class="n">topic_project</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
<span class="n">subscription_project</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
<span class="n">impersonation_chain</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="n">Union</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="n">Sequence</span><span class="p">[</span><span class="nb">str</span><span class="p">]]]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
<span class="o">**</span><span class="n">kwargs</span><span class="p">,</span>
<span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
<span class="c1"># To preserve backward compatibility</span>
<span class="c1"># TODO: remove one day</span>
<span class="k">if</span> <span class="n">topic_project</span><span class="p">:</span>
<span class="n">warnings</span><span class="o">.</span><span class="n">warn</span><span class="p">(</span>
<span class="s2">&quot;The topic_project parameter has been deprecated. You should pass &quot;</span>
<span class="s2">&quot;the project_id parameter.&quot;</span><span class="p">,</span>
<span class="ne">DeprecationWarning</span><span class="p">,</span>
<span class="n">stacklevel</span><span class="o">=</span><span class="mi">2</span><span class="p">,</span>
<span class="p">)</span>
<span class="n">project_id</span> <span class="o">=</span> <span class="n">topic_project</span>
<span class="k">if</span> <span class="n">subscription_project</span><span class="p">:</span>
<span class="n">warnings</span><span class="o">.</span><span class="n">warn</span><span class="p">(</span>
<span class="s2">&quot;The project_id parameter has been deprecated. You should pass &quot;</span>
<span class="s2">&quot;the subscription_project parameter.&quot;</span><span class="p">,</span>
<span class="ne">DeprecationWarning</span><span class="p">,</span>
<span class="n">stacklevel</span><span class="o">=</span><span class="mi">2</span><span class="p">,</span>
<span class="p">)</span>
<span class="n">subscription_project_id</span> <span class="o">=</span> <span class="n">subscription_project</span>
<span class="nb">super</span><span class="p">()</span><span class="o">.</span><span class="fm">__init__</span><span class="p">(</span><span class="o">**</span><span class="n">kwargs</span><span class="p">)</span>
<span class="bp">self</span><span class="o">.</span><span class="n">project_id</span> <span class="o">=</span> <span class="n">project_id</span>
<span class="bp">self</span><span class="o">.</span><span class="n">topic</span> <span class="o">=</span> <span class="n">topic</span>
<span class="bp">self</span><span class="o">.</span><span class="n">subscription</span> <span class="o">=</span> <span class="n">subscription</span>
<span class="bp">self</span><span class="o">.</span><span class="n">subscription_project_id</span> <span class="o">=</span> <span class="n">subscription_project_id</span>
<span class="bp">self</span><span class="o">.</span><span class="n">ack_deadline_secs</span> <span class="o">=</span> <span class="n">ack_deadline_secs</span>
<span class="bp">self</span><span class="o">.</span><span class="n">fail_if_exists</span> <span class="o">=</span> <span class="n">fail_if_exists</span>
<span class="bp">self</span><span class="o">.</span><span class="n">gcp_conn_id</span> <span class="o">=</span> <span class="n">gcp_conn_id</span>
<span class="bp">self</span><span class="o">.</span><span class="n">delegate_to</span> <span class="o">=</span> <span class="n">delegate_to</span>
<span class="bp">self</span><span class="o">.</span><span class="n">push_config</span> <span class="o">=</span> <span class="n">push_config</span>
<span class="bp">self</span><span class="o">.</span><span class="n">retain_acked_messages</span> <span class="o">=</span> <span class="n">retain_acked_messages</span>
<span class="bp">self</span><span class="o">.</span><span class="n">message_retention_duration</span> <span class="o">=</span> <span class="n">message_retention_duration</span>
<span class="bp">self</span><span class="o">.</span><span class="n">labels</span> <span class="o">=</span> <span class="n">labels</span>
<span class="bp">self</span><span class="o">.</span><span class="n">enable_message_ordering</span> <span class="o">=</span> <span class="n">enable_message_ordering</span>
<span class="bp">self</span><span class="o">.</span><span class="n">expiration_policy</span> <span class="o">=</span> <span class="n">expiration_policy</span>
<span class="bp">self</span><span class="o">.</span><span class="n">filter_</span> <span class="o">=</span> <span class="n">filter_</span>
<span class="bp">self</span><span class="o">.</span><span class="n">dead_letter_policy</span> <span class="o">=</span> <span class="n">dead_letter_policy</span>
<span class="bp">self</span><span class="o">.</span><span class="n">retry_policy</span> <span class="o">=</span> <span class="n">retry_policy</span>
<span class="bp">self</span><span class="o">.</span><span class="n">retry</span> <span class="o">=</span> <span class="n">retry</span>
<span class="bp">self</span><span class="o">.</span><span class="n">timeout</span> <span class="o">=</span> <span class="n">timeout</span>
<span class="bp">self</span><span class="o">.</span><span class="n">metadata</span> <span class="o">=</span> <span class="n">metadata</span>
<span class="bp">self</span><span class="o">.</span><span class="n">impersonation_chain</span> <span class="o">=</span> <span class="n">impersonation_chain</span>
<div class="viewcode-block" id="PubSubCreateSubscriptionOperator.execute"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/cloud/operators/pubsub/index.html#airflow.providers.google.cloud.operators.pubsub.PubSubCreateSubscriptionOperator.execute">[docs]</a> <span class="k">def</span> <span class="nf">execute</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">context</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">str</span><span class="p">:</span>
<span class="n">hook</span> <span class="o">=</span> <span class="n">PubSubHook</span><span class="p">(</span>
<span class="n">gcp_conn_id</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">gcp_conn_id</span><span class="p">,</span>
<span class="n">delegate_to</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">delegate_to</span><span class="p">,</span>
<span class="n">impersonation_chain</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">impersonation_chain</span><span class="p">,</span>
<span class="p">)</span>
<span class="bp">self</span><span class="o">.</span><span class="n">log</span><span class="o">.</span><span class="n">info</span><span class="p">(</span><span class="s2">&quot;Creating subscription for topic </span><span class="si">%s</span><span class="s2">&quot;</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">topic</span><span class="p">)</span>
<span class="n">result</span> <span class="o">=</span> <span class="n">hook</span><span class="o">.</span><span class="n">create_subscription</span><span class="p">(</span>
<span class="n">project_id</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">project_id</span><span class="p">,</span>
<span class="n">topic</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">topic</span><span class="p">,</span>
<span class="n">subscription</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">subscription</span><span class="p">,</span>
<span class="n">subscription_project_id</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">subscription_project_id</span><span class="p">,</span>
<span class="n">ack_deadline_secs</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">ack_deadline_secs</span><span class="p">,</span>
<span class="n">fail_if_exists</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">fail_if_exists</span><span class="p">,</span>
<span class="n">push_config</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">push_config</span><span class="p">,</span>
<span class="n">retain_acked_messages</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">retain_acked_messages</span><span class="p">,</span>
<span class="n">message_retention_duration</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">message_retention_duration</span><span class="p">,</span>
<span class="n">labels</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">labels</span><span class="p">,</span>
<span class="n">enable_message_ordering</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">enable_message_ordering</span><span class="p">,</span>
<span class="n">expiration_policy</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">expiration_policy</span><span class="p">,</span>
<span class="n">filter_</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">filter_</span><span class="p">,</span>
<span class="n">dead_letter_policy</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">dead_letter_policy</span><span class="p">,</span>
<span class="n">retry_policy</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">retry_policy</span><span class="p">,</span>
<span class="n">retry</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">retry</span><span class="p">,</span>
<span class="n">timeout</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">timeout</span><span class="p">,</span>
<span class="n">metadata</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">metadata</span><span class="p">,</span>
<span class="p">)</span>
<span class="bp">self</span><span class="o">.</span><span class="n">log</span><span class="o">.</span><span class="n">info</span><span class="p">(</span><span class="s2">&quot;Created subscription for topic </span><span class="si">%s</span><span class="s2">&quot;</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">topic</span><span class="p">)</span>
<span class="k">return</span> <span class="n">result</span></div></div>
<div class="viewcode-block" id="PubSubDeleteTopicOperator"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/cloud/operators/pubsub/index.html#airflow.providers.google.cloud.operators.pubsub.PubSubDeleteTopicOperator">[docs]</a><span class="k">class</span> <span class="nc">PubSubDeleteTopicOperator</span><span class="p">(</span><span class="n">BaseOperator</span><span class="p">):</span>
<span class="sd">&quot;&quot;&quot;Delete a PubSub topic.</span>
<span class="sd"> .. seealso::</span>
<span class="sd"> For more information on how to use this operator, take a look at the guide:</span>
<span class="sd"> :ref:`howto/operator:PubSubDeleteTopicOperator`</span>
<span class="sd"> By default, if the topic does not exist, this operator will</span>
<span class="sd"> not cause the DAG to fail. ::</span>
<span class="sd"> with DAG(&#39;successful DAG&#39;) as dag:</span>
<span class="sd"> (</span>
<span class="sd"> PubSubTopicDeleteOperator(project=&#39;my-project&#39;,</span>
<span class="sd"> topic=&#39;non_existing_topic&#39;)</span>
<span class="sd"> )</span>
<span class="sd"> The operator can be configured to fail if the topic does not exist. ::</span>
<span class="sd"> with DAG(&#39;failing DAG&#39;) as dag:</span>
<span class="sd"> (</span>
<span class="sd"> PubSubTopicCreateOperator(project=&#39;my-project&#39;,</span>
<span class="sd"> topic=&#39;non_existing_topic&#39;,</span>
<span class="sd"> fail_if_not_exists=True)</span>
<span class="sd"> )</span>
<span class="sd"> Both ``project`` and ``topic`` are templated so you can use</span>
<span class="sd"> variables in them.</span>
<span class="sd"> :param project_id: Optional, the Google Cloud project ID in which to work (templated).</span>
<span class="sd"> If set to None or missing, the default project_id from the Google Cloud connection is used.</span>
<span class="sd"> :type project_id: str</span>
<span class="sd"> :param topic: the topic to delete. Do not include the</span>
<span class="sd"> full topic path. In other words, instead of</span>
<span class="sd"> ``projects/{project}/topics/{topic}``, provide only</span>
<span class="sd"> ``{topic}``. (templated)</span>
<span class="sd"> :type topic: str</span>
<span class="sd"> :param fail_if_not_exists: If True and the topic does not exist, fail</span>
<span class="sd"> the task</span>
<span class="sd"> :type fail_if_not_exists: bool</span>
<span class="sd"> :param gcp_conn_id: The connection ID to use connecting to</span>
<span class="sd"> Google Cloud.</span>
<span class="sd"> :type gcp_conn_id: str</span>
<span class="sd"> :param delegate_to: The account to impersonate using domain-wide delegation of authority,</span>
<span class="sd"> if any. For this to work, the service account making the request must have</span>
<span class="sd"> domain-wide delegation enabled.</span>
<span class="sd"> :type delegate_to: str</span>
<span class="sd"> :param retry: (Optional) A retry object used to retry requests.</span>
<span class="sd"> If None is specified, requests will not be retried.</span>
<span class="sd"> :type retry: google.api_core.retry.Retry</span>
<span class="sd"> :param timeout: (Optional) The amount of time, in seconds, to wait for the request</span>
<span class="sd"> to complete. Note that if retry is specified, the timeout applies to each</span>
<span class="sd"> individual attempt.</span>
<span class="sd"> :type timeout: float</span>
<span class="sd"> :param metadata: (Optional) Additional metadata that is provided to the method.</span>
<span class="sd"> :type metadata: Sequence[Tuple[str, str]]]</span>
<span class="sd"> :param project: (Deprecated) the Google Cloud project ID where the topic will be created</span>
<span class="sd"> :type project: str</span>
<span class="sd"> :param impersonation_chain: Optional service account to impersonate using short-term</span>
<span class="sd"> credentials, or chained list of accounts required to get the access_token</span>
<span class="sd"> of the last account in the list, which will be impersonated in the request.</span>
<span class="sd"> If set as a string, the account must grant the originating account</span>
<span class="sd"> the Service Account Token Creator IAM role.</span>
<span class="sd"> If set as a sequence, the identities from the list must grant</span>
<span class="sd"> Service Account Token Creator IAM role to the directly preceding identity, with first</span>
<span class="sd"> account from the list granting this role to the originating account (templated).</span>
<span class="sd"> :type impersonation_chain: Union[str, Sequence[str]]</span>
<span class="sd"> &quot;&quot;&quot;</span>
<div class="viewcode-block" id="PubSubDeleteTopicOperator.template_fields"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/cloud/operators/pubsub/index.html#airflow.providers.google.cloud.operators.pubsub.PubSubDeleteTopicOperator.template_fields">[docs]</a> <span class="n">template_fields</span> <span class="o">=</span> <span class="p">[</span>
<span class="s1">&#39;project_id&#39;</span><span class="p">,</span>
<span class="s1">&#39;topic&#39;</span><span class="p">,</span>
<span class="s1">&#39;impersonation_chain&#39;</span><span class="p">,</span></div>
<span class="p">]</span>
<div class="viewcode-block" id="PubSubDeleteTopicOperator.ui_color"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/cloud/operators/pubsub/index.html#airflow.providers.google.cloud.operators.pubsub.PubSubDeleteTopicOperator.ui_color">[docs]</a> <span class="n">ui_color</span> <span class="o">=</span> <span class="s1">&#39;#cb4335&#39;</span></div>
<span class="nd">@apply_defaults</span>
<span class="k">def</span> <span class="fm">__init__</span><span class="p">(</span>
<span class="bp">self</span><span class="p">,</span>
<span class="o">*</span><span class="p">,</span>
<span class="n">topic</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span>
<span class="n">project_id</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
<span class="n">fail_if_not_exists</span><span class="p">:</span> <span class="nb">bool</span> <span class="o">=</span> <span class="kc">False</span><span class="p">,</span>
<span class="n">gcp_conn_id</span><span class="p">:</span> <span class="nb">str</span> <span class="o">=</span> <span class="s1">&#39;google_cloud_default&#39;</span><span class="p">,</span>
<span class="n">delegate_to</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
<span class="n">retry</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="n">Retry</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
<span class="n">timeout</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">float</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
<span class="n">metadata</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="n">Sequence</span><span class="p">[</span><span class="n">Tuple</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="nb">str</span><span class="p">]]]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
<span class="n">project</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
<span class="n">impersonation_chain</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="n">Union</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="n">Sequence</span><span class="p">[</span><span class="nb">str</span><span class="p">]]]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
<span class="o">**</span><span class="n">kwargs</span><span class="p">,</span>
<span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
<span class="c1"># To preserve backward compatibility</span>
<span class="c1"># TODO: remove one day</span>
<span class="k">if</span> <span class="n">project</span><span class="p">:</span>
<span class="n">warnings</span><span class="o">.</span><span class="n">warn</span><span class="p">(</span>
<span class="s2">&quot;The project parameter has been deprecated. You should pass the project_id parameter.&quot;</span><span class="p">,</span>
<span class="ne">DeprecationWarning</span><span class="p">,</span>
<span class="n">stacklevel</span><span class="o">=</span><span class="mi">2</span><span class="p">,</span>
<span class="p">)</span>
<span class="n">project_id</span> <span class="o">=</span> <span class="n">project</span>
<span class="nb">super</span><span class="p">()</span><span class="o">.</span><span class="fm">__init__</span><span class="p">(</span><span class="o">**</span><span class="n">kwargs</span><span class="p">)</span>
<span class="bp">self</span><span class="o">.</span><span class="n">project_id</span> <span class="o">=</span> <span class="n">project_id</span>
<span class="bp">self</span><span class="o">.</span><span class="n">topic</span> <span class="o">=</span> <span class="n">topic</span>
<span class="bp">self</span><span class="o">.</span><span class="n">fail_if_not_exists</span> <span class="o">=</span> <span class="n">fail_if_not_exists</span>
<span class="bp">self</span><span class="o">.</span><span class="n">gcp_conn_id</span> <span class="o">=</span> <span class="n">gcp_conn_id</span>
<span class="bp">self</span><span class="o">.</span><span class="n">delegate_to</span> <span class="o">=</span> <span class="n">delegate_to</span>
<span class="bp">self</span><span class="o">.</span><span class="n">retry</span> <span class="o">=</span> <span class="n">retry</span>
<span class="bp">self</span><span class="o">.</span><span class="n">timeout</span> <span class="o">=</span> <span class="n">timeout</span>
<span class="bp">self</span><span class="o">.</span><span class="n">metadata</span> <span class="o">=</span> <span class="n">metadata</span>
<span class="bp">self</span><span class="o">.</span><span class="n">impersonation_chain</span> <span class="o">=</span> <span class="n">impersonation_chain</span>
<div class="viewcode-block" id="PubSubDeleteTopicOperator.execute"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/cloud/operators/pubsub/index.html#airflow.providers.google.cloud.operators.pubsub.PubSubDeleteTopicOperator.execute">[docs]</a> <span class="k">def</span> <span class="nf">execute</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">context</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
<span class="n">hook</span> <span class="o">=</span> <span class="n">PubSubHook</span><span class="p">(</span>
<span class="n">gcp_conn_id</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">gcp_conn_id</span><span class="p">,</span>
<span class="n">delegate_to</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">delegate_to</span><span class="p">,</span>
<span class="n">impersonation_chain</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">impersonation_chain</span><span class="p">,</span>
<span class="p">)</span>
<span class="bp">self</span><span class="o">.</span><span class="n">log</span><span class="o">.</span><span class="n">info</span><span class="p">(</span><span class="s2">&quot;Deleting topic </span><span class="si">%s</span><span class="s2">&quot;</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">topic</span><span class="p">)</span>
<span class="n">hook</span><span class="o">.</span><span class="n">delete_topic</span><span class="p">(</span>
<span class="n">project_id</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">project_id</span><span class="p">,</span>
<span class="n">topic</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">topic</span><span class="p">,</span>
<span class="n">fail_if_not_exists</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">fail_if_not_exists</span><span class="p">,</span>
<span class="n">retry</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">retry</span><span class="p">,</span>
<span class="n">timeout</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">timeout</span><span class="p">,</span>
<span class="n">metadata</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">metadata</span><span class="p">,</span>
<span class="p">)</span>
<span class="bp">self</span><span class="o">.</span><span class="n">log</span><span class="o">.</span><span class="n">info</span><span class="p">(</span><span class="s2">&quot;Deleted topic </span><span class="si">%s</span><span class="s2">&quot;</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">topic</span><span class="p">)</span></div></div>
<div class="viewcode-block" id="PubSubDeleteSubscriptionOperator"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/cloud/operators/pubsub/index.html#airflow.providers.google.cloud.operators.pubsub.PubSubDeleteSubscriptionOperator">[docs]</a><span class="k">class</span> <span class="nc">PubSubDeleteSubscriptionOperator</span><span class="p">(</span><span class="n">BaseOperator</span><span class="p">):</span>
<span class="sd">&quot;&quot;&quot;Delete a PubSub subscription.</span>
<span class="sd"> .. seealso::</span>
<span class="sd"> For more information on how to use this operator, take a look at the guide:</span>
<span class="sd"> :ref:`howto/operator:PubSubDeleteSubscriptionOperator`</span>
<span class="sd"> By default, if the subscription does not exist, this operator will</span>
<span class="sd"> not cause the DAG to fail. ::</span>
<span class="sd"> with DAG(&#39;successful DAG&#39;) as dag:</span>
<span class="sd"> (</span>
<span class="sd"> PubSubSubscriptionDeleteOperator(project=&#39;my-project&#39;,</span>
<span class="sd"> subscription=&#39;non-existing&#39;)</span>
<span class="sd"> )</span>
<span class="sd"> The operator can be configured to fail if the subscription already exists.</span>
<span class="sd"> ::</span>
<span class="sd"> with DAG(&#39;failing DAG&#39;) as dag:</span>
<span class="sd"> (</span>
<span class="sd"> PubSubSubscriptionDeleteOperator(</span>
<span class="sd"> project=&#39;my-project&#39;, subscription=&#39;non-existing&#39;,</span>
<span class="sd"> fail_if_not_exists=True)</span>
<span class="sd"> )</span>
<span class="sd"> ``project``, and ``subscription`` are templated so you can use</span>
<span class="sd"> variables in them.</span>
<span class="sd"> :param project_id: Optional, the Google Cloud project ID in which to work (templated).</span>
<span class="sd"> If set to None or missing, the default project_id from the Google Cloud connection is used.</span>
<span class="sd"> :type project_id: str</span>
<span class="sd"> :param subscription: the subscription to delete. Do not include the</span>
<span class="sd"> full subscription path. In other words, instead of</span>
<span class="sd"> ``projects/{project}/subscription/{subscription}``, provide only</span>
<span class="sd"> ``{subscription}``. (templated)</span>
<span class="sd"> :type subscription: str</span>
<span class="sd"> :param fail_if_not_exists: If True and the subscription does not exist,</span>
<span class="sd"> fail the task</span>
<span class="sd"> :type fail_if_not_exists: bool</span>
<span class="sd"> :param gcp_conn_id: The connection ID to use connecting to</span>
<span class="sd"> Google Cloud.</span>
<span class="sd"> :type gcp_conn_id: str</span>
<span class="sd"> :param delegate_to: The account to impersonate using domain-wide delegation of authority,</span>
<span class="sd"> if any. For this to work, the service account making the request must have</span>
<span class="sd"> domain-wide delegation enabled.</span>
<span class="sd"> :type delegate_to: str</span>
<span class="sd"> :param retry: (Optional) A retry object used to retry requests.</span>
<span class="sd"> If None is specified, requests will not be retried.</span>
<span class="sd"> :type retry: google.api_core.retry.Retry</span>
<span class="sd"> :param timeout: (Optional) The amount of time, in seconds, to wait for the request</span>
<span class="sd"> to complete. Note that if retry is specified, the timeout applies to each</span>
<span class="sd"> individual attempt.</span>
<span class="sd"> :type timeout: float</span>
<span class="sd"> :param metadata: (Optional) Additional metadata that is provided to the method.</span>
<span class="sd"> :type metadata: Sequence[Tuple[str, str]]]</span>
<span class="sd"> :param project: (Deprecated) the Google Cloud project ID where the topic will be created</span>
<span class="sd"> :type project: str</span>
<span class="sd"> :param impersonation_chain: Optional service account to impersonate using short-term</span>
<span class="sd"> credentials, or chained list of accounts required to get the access_token</span>
<span class="sd"> of the last account in the list, which will be impersonated in the request.</span>
<span class="sd"> If set as a string, the account must grant the originating account</span>
<span class="sd"> the Service Account Token Creator IAM role.</span>
<span class="sd"> If set as a sequence, the identities from the list must grant</span>
<span class="sd"> Service Account Token Creator IAM role to the directly preceding identity, with first</span>
<span class="sd"> account from the list granting this role to the originating account (templated).</span>
<span class="sd"> :type impersonation_chain: Union[str, Sequence[str]]</span>
<span class="sd"> &quot;&quot;&quot;</span>
<div class="viewcode-block" id="PubSubDeleteSubscriptionOperator.template_fields"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/cloud/operators/pubsub/index.html#airflow.providers.google.cloud.operators.pubsub.PubSubDeleteSubscriptionOperator.template_fields">[docs]</a> <span class="n">template_fields</span> <span class="o">=</span> <span class="p">[</span>
<span class="s1">&#39;project_id&#39;</span><span class="p">,</span>
<span class="s1">&#39;subscription&#39;</span><span class="p">,</span>
<span class="s1">&#39;impersonation_chain&#39;</span><span class="p">,</span></div>
<span class="p">]</span>
<div class="viewcode-block" id="PubSubDeleteSubscriptionOperator.ui_color"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/cloud/operators/pubsub/index.html#airflow.providers.google.cloud.operators.pubsub.PubSubDeleteSubscriptionOperator.ui_color">[docs]</a> <span class="n">ui_color</span> <span class="o">=</span> <span class="s1">&#39;#cb4335&#39;</span></div>
<span class="nd">@apply_defaults</span>
<span class="k">def</span> <span class="fm">__init__</span><span class="p">(</span>
<span class="bp">self</span><span class="p">,</span>
<span class="o">*</span><span class="p">,</span>
<span class="n">subscription</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span>
<span class="n">project_id</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
<span class="n">fail_if_not_exists</span><span class="p">:</span> <span class="nb">bool</span> <span class="o">=</span> <span class="kc">False</span><span class="p">,</span>
<span class="n">gcp_conn_id</span><span class="p">:</span> <span class="nb">str</span> <span class="o">=</span> <span class="s1">&#39;google_cloud_default&#39;</span><span class="p">,</span>
<span class="n">delegate_to</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
<span class="n">retry</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="n">Retry</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
<span class="n">timeout</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">float</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
<span class="n">metadata</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="n">Sequence</span><span class="p">[</span><span class="n">Tuple</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="nb">str</span><span class="p">]]]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
<span class="n">project</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
<span class="n">impersonation_chain</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="n">Union</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="n">Sequence</span><span class="p">[</span><span class="nb">str</span><span class="p">]]]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
<span class="o">**</span><span class="n">kwargs</span><span class="p">,</span>
<span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
<span class="c1"># To preserve backward compatibility</span>
<span class="c1"># TODO: remove one day</span>
<span class="k">if</span> <span class="n">project</span><span class="p">:</span>
<span class="n">warnings</span><span class="o">.</span><span class="n">warn</span><span class="p">(</span>
<span class="s2">&quot;The project parameter has been deprecated. You should pass the project_id parameter.&quot;</span><span class="p">,</span>
<span class="ne">DeprecationWarning</span><span class="p">,</span>
<span class="n">stacklevel</span><span class="o">=</span><span class="mi">2</span><span class="p">,</span>
<span class="p">)</span>
<span class="n">project_id</span> <span class="o">=</span> <span class="n">project</span>
<span class="nb">super</span><span class="p">()</span><span class="o">.</span><span class="fm">__init__</span><span class="p">(</span><span class="o">**</span><span class="n">kwargs</span><span class="p">)</span>
<span class="bp">self</span><span class="o">.</span><span class="n">project_id</span> <span class="o">=</span> <span class="n">project_id</span>
<span class="bp">self</span><span class="o">.</span><span class="n">subscription</span> <span class="o">=</span> <span class="n">subscription</span>
<span class="bp">self</span><span class="o">.</span><span class="n">fail_if_not_exists</span> <span class="o">=</span> <span class="n">fail_if_not_exists</span>
<span class="bp">self</span><span class="o">.</span><span class="n">gcp_conn_id</span> <span class="o">=</span> <span class="n">gcp_conn_id</span>
<span class="bp">self</span><span class="o">.</span><span class="n">delegate_to</span> <span class="o">=</span> <span class="n">delegate_to</span>
<span class="bp">self</span><span class="o">.</span><span class="n">retry</span> <span class="o">=</span> <span class="n">retry</span>
<span class="bp">self</span><span class="o">.</span><span class="n">timeout</span> <span class="o">=</span> <span class="n">timeout</span>
<span class="bp">self</span><span class="o">.</span><span class="n">metadata</span> <span class="o">=</span> <span class="n">metadata</span>
<span class="bp">self</span><span class="o">.</span><span class="n">impersonation_chain</span> <span class="o">=</span> <span class="n">impersonation_chain</span>
<div class="viewcode-block" id="PubSubDeleteSubscriptionOperator.execute"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/cloud/operators/pubsub/index.html#airflow.providers.google.cloud.operators.pubsub.PubSubDeleteSubscriptionOperator.execute">[docs]</a> <span class="k">def</span> <span class="nf">execute</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">context</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
<span class="n">hook</span> <span class="o">=</span> <span class="n">PubSubHook</span><span class="p">(</span>
<span class="n">gcp_conn_id</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">gcp_conn_id</span><span class="p">,</span>
<span class="n">delegate_to</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">delegate_to</span><span class="p">,</span>
<span class="n">impersonation_chain</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">impersonation_chain</span><span class="p">,</span>
<span class="p">)</span>
<span class="bp">self</span><span class="o">.</span><span class="n">log</span><span class="o">.</span><span class="n">info</span><span class="p">(</span><span class="s2">&quot;Deleting subscription </span><span class="si">%s</span><span class="s2">&quot;</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">subscription</span><span class="p">)</span>
<span class="n">hook</span><span class="o">.</span><span class="n">delete_subscription</span><span class="p">(</span>
<span class="n">project_id</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">project_id</span><span class="p">,</span>
<span class="n">subscription</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">subscription</span><span class="p">,</span>
<span class="n">fail_if_not_exists</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">fail_if_not_exists</span><span class="p">,</span>
<span class="n">retry</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">retry</span><span class="p">,</span>
<span class="n">timeout</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">timeout</span><span class="p">,</span>
<span class="n">metadata</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">metadata</span><span class="p">,</span>
<span class="p">)</span>
<span class="bp">self</span><span class="o">.</span><span class="n">log</span><span class="o">.</span><span class="n">info</span><span class="p">(</span><span class="s2">&quot;Deleted subscription </span><span class="si">%s</span><span class="s2">&quot;</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">subscription</span><span class="p">)</span></div></div>
<div class="viewcode-block" id="PubSubPublishMessageOperator"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/cloud/operators/pubsub/index.html#airflow.providers.google.cloud.operators.pubsub.PubSubPublishMessageOperator">[docs]</a><span class="k">class</span> <span class="nc">PubSubPublishMessageOperator</span><span class="p">(</span><span class="n">BaseOperator</span><span class="p">):</span>
<span class="sd">&quot;&quot;&quot;Publish messages to a PubSub topic.</span>
<span class="sd"> .. seealso::</span>
<span class="sd"> For more information on how to use this operator, take a look at the guide:</span>
<span class="sd"> :ref:`howto/operator:PubSubPublishMessageOperator`</span>
<span class="sd"> Each Task publishes all provided messages to the same topic</span>
<span class="sd"> in a single Google Cloud project. If the topic does not exist, this</span>
<span class="sd"> task will fail. ::</span>
<span class="sd"> m1 = {&#39;data&#39;: b&#39;Hello, World!&#39;,</span>
<span class="sd"> &#39;attributes&#39;: {&#39;type&#39;: &#39;greeting&#39;}</span>
<span class="sd"> }</span>
<span class="sd"> m2 = {&#39;data&#39;: b&#39;Knock, knock&#39;}</span>
<span class="sd"> m3 = {&#39;attributes&#39;: {&#39;foo&#39;: &#39;&#39;}}</span>
<span class="sd"> t1 = PubSubPublishOperator(</span>
<span class="sd"> project=&#39;my-project&#39;,topic=&#39;my_topic&#39;,</span>
<span class="sd"> messages=[m1, m2, m3],</span>
<span class="sd"> create_topic=True,</span>
<span class="sd"> dag=dag)</span>
<span class="sd"> ``project`` , ``topic``, and ``messages`` are templated so you can use</span>
<span class="sd"> variables in them.</span>
<span class="sd"> :param project_id: Optional, the Google Cloud project ID in which to work (templated).</span>
<span class="sd"> If set to None or missing, the default project_id from the Google Cloud connection is used.</span>
<span class="sd"> :type project_id: str</span>
<span class="sd"> :param topic: the topic to which to publish. Do not include the</span>
<span class="sd"> full topic path. In other words, instead of</span>
<span class="sd"> ``projects/{project}/topics/{topic}``, provide only</span>
<span class="sd"> ``{topic}``. (templated)</span>
<span class="sd"> :type topic: str</span>
<span class="sd"> :param messages: a list of messages to be published to the</span>
<span class="sd"> topic. Each message is a dict with one or more of the</span>
<span class="sd"> following keys-value mappings:</span>
<span class="sd"> * &#39;data&#39;: a bytestring (utf-8 encoded)</span>
<span class="sd"> * &#39;attributes&#39;: {&#39;key1&#39;: &#39;value1&#39;, ...}</span>
<span class="sd"> Each message must contain at least a non-empty &#39;data&#39; value</span>
<span class="sd"> or an attribute dict with at least one key (templated). See</span>
<span class="sd"> https://cloud.google.com/pubsub/docs/reference/rest/v1/PubsubMessage</span>
<span class="sd"> :type messages: list</span>
<span class="sd"> :param gcp_conn_id: The connection ID to use connecting to</span>
<span class="sd"> Google Cloud.</span>
<span class="sd"> :type gcp_conn_id: str</span>
<span class="sd"> :param delegate_to: The account to impersonate using domain-wide delegation of authority,</span>
<span class="sd"> if any. For this to work, the service account making the request must have</span>
<span class="sd"> domain-wide delegation enabled.</span>
<span class="sd"> :type delegate_to: str</span>
<span class="sd"> :param project: (Deprecated) the Google Cloud project ID where the topic will be created</span>
<span class="sd"> :type project: str</span>
<span class="sd"> :param impersonation_chain: Optional service account to impersonate using short-term</span>
<span class="sd"> credentials, or chained list of accounts required to get the access_token</span>
<span class="sd"> of the last account in the list, which will be impersonated in the request.</span>
<span class="sd"> If set as a string, the account must grant the originating account</span>
<span class="sd"> the Service Account Token Creator IAM role.</span>
<span class="sd"> If set as a sequence, the identities from the list must grant</span>
<span class="sd"> Service Account Token Creator IAM role to the directly preceding identity, with first</span>
<span class="sd"> account from the list granting this role to the originating account (templated).</span>
<span class="sd"> :type impersonation_chain: Union[str, Sequence[str]]</span>
<span class="sd"> &quot;&quot;&quot;</span>
<div class="viewcode-block" id="PubSubPublishMessageOperator.template_fields"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/cloud/operators/pubsub/index.html#airflow.providers.google.cloud.operators.pubsub.PubSubPublishMessageOperator.template_fields">[docs]</a> <span class="n">template_fields</span> <span class="o">=</span> <span class="p">[</span>
<span class="s1">&#39;project_id&#39;</span><span class="p">,</span>
<span class="s1">&#39;topic&#39;</span><span class="p">,</span>
<span class="s1">&#39;messages&#39;</span><span class="p">,</span>
<span class="s1">&#39;impersonation_chain&#39;</span><span class="p">,</span></div>
<span class="p">]</span>
<div class="viewcode-block" id="PubSubPublishMessageOperator.ui_color"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/cloud/operators/pubsub/index.html#airflow.providers.google.cloud.operators.pubsub.PubSubPublishMessageOperator.ui_color">[docs]</a> <span class="n">ui_color</span> <span class="o">=</span> <span class="s1">&#39;#0273d4&#39;</span></div>
<span class="nd">@apply_defaults</span>
<span class="k">def</span> <span class="fm">__init__</span><span class="p">(</span>
<span class="bp">self</span><span class="p">,</span>
<span class="o">*</span><span class="p">,</span>
<span class="n">topic</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span>
<span class="n">messages</span><span class="p">:</span> <span class="n">List</span><span class="p">,</span>
<span class="n">project_id</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
<span class="n">gcp_conn_id</span><span class="p">:</span> <span class="nb">str</span> <span class="o">=</span> <span class="s1">&#39;google_cloud_default&#39;</span><span class="p">,</span>
<span class="n">delegate_to</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
<span class="n">project</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
<span class="n">impersonation_chain</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="n">Union</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="n">Sequence</span><span class="p">[</span><span class="nb">str</span><span class="p">]]]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
<span class="o">**</span><span class="n">kwargs</span><span class="p">,</span>
<span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
<span class="c1"># To preserve backward compatibility</span>
<span class="c1"># TODO: remove one day</span>
<span class="k">if</span> <span class="n">project</span><span class="p">:</span>
<span class="n">warnings</span><span class="o">.</span><span class="n">warn</span><span class="p">(</span>
<span class="s2">&quot;The project parameter has been deprecated. You should pass the project_id parameter.&quot;</span><span class="p">,</span>
<span class="ne">DeprecationWarning</span><span class="p">,</span>
<span class="n">stacklevel</span><span class="o">=</span><span class="mi">2</span><span class="p">,</span>
<span class="p">)</span>
<span class="n">project_id</span> <span class="o">=</span> <span class="n">project</span>
<span class="nb">super</span><span class="p">()</span><span class="o">.</span><span class="fm">__init__</span><span class="p">(</span><span class="o">**</span><span class="n">kwargs</span><span class="p">)</span>
<span class="bp">self</span><span class="o">.</span><span class="n">project_id</span> <span class="o">=</span> <span class="n">project_id</span>
<span class="bp">self</span><span class="o">.</span><span class="n">topic</span> <span class="o">=</span> <span class="n">topic</span>
<span class="bp">self</span><span class="o">.</span><span class="n">messages</span> <span class="o">=</span> <span class="n">messages</span>
<span class="bp">self</span><span class="o">.</span><span class="n">gcp_conn_id</span> <span class="o">=</span> <span class="n">gcp_conn_id</span>
<span class="bp">self</span><span class="o">.</span><span class="n">delegate_to</span> <span class="o">=</span> <span class="n">delegate_to</span>
<span class="bp">self</span><span class="o">.</span><span class="n">impersonation_chain</span> <span class="o">=</span> <span class="n">impersonation_chain</span>
<div class="viewcode-block" id="PubSubPublishMessageOperator.execute"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/cloud/operators/pubsub/index.html#airflow.providers.google.cloud.operators.pubsub.PubSubPublishMessageOperator.execute">[docs]</a> <span class="k">def</span> <span class="nf">execute</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">context</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
<span class="n">hook</span> <span class="o">=</span> <span class="n">PubSubHook</span><span class="p">(</span>
<span class="n">gcp_conn_id</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">gcp_conn_id</span><span class="p">,</span>
<span class="n">delegate_to</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">delegate_to</span><span class="p">,</span>
<span class="n">impersonation_chain</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">impersonation_chain</span><span class="p">,</span>
<span class="p">)</span>
<span class="bp">self</span><span class="o">.</span><span class="n">log</span><span class="o">.</span><span class="n">info</span><span class="p">(</span><span class="s2">&quot;Publishing to topic </span><span class="si">%s</span><span class="s2">&quot;</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">topic</span><span class="p">)</span>
<span class="n">hook</span><span class="o">.</span><span class="n">publish</span><span class="p">(</span><span class="n">project_id</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">project_id</span><span class="p">,</span> <span class="n">topic</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">topic</span><span class="p">,</span> <span class="n">messages</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">messages</span><span class="p">)</span>
<span class="bp">self</span><span class="o">.</span><span class="n">log</span><span class="o">.</span><span class="n">info</span><span class="p">(</span><span class="s2">&quot;Published to topic </span><span class="si">%s</span><span class="s2">&quot;</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">topic</span><span class="p">)</span></div></div>
<div class="viewcode-block" id="PubSubPullOperator"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/cloud/operators/pubsub/index.html#airflow.providers.google.cloud.operators.pubsub.PubSubPullOperator">[docs]</a><span class="k">class</span> <span class="nc">PubSubPullOperator</span><span class="p">(</span><span class="n">BaseOperator</span><span class="p">):</span>
<span class="sd">&quot;&quot;&quot;Pulls messages from a PubSub subscription and passes them through XCom.</span>
<span class="sd"> If the queue is empty, returns empty list - never waits for messages.</span>
<span class="sd"> If you do need to wait, please use :class:`airflow.providers.google.cloud.sensors.PubSubPullSensor`</span>
<span class="sd"> instead.</span>
<span class="sd"> .. seealso::</span>
<span class="sd"> For more information on how to use this operator, take a look at the guide:</span>
<span class="sd"> :ref:`howto/operator:PubSubPullSensor`</span>
<span class="sd"> This sensor operator will pull up to ``max_messages`` messages from the</span>
<span class="sd"> specified PubSub subscription. When the subscription returns messages,</span>
<span class="sd"> the poke method&#39;s criteria will be fulfilled and the messages will be</span>
<span class="sd"> returned from the operator and passed through XCom for downstream tasks.</span>
<span class="sd"> If ``ack_messages`` is set to True, messages will be immediately</span>
<span class="sd"> acknowledged before being returned, otherwise, downstream tasks will be</span>
<span class="sd"> responsible for acknowledging them.</span>
<span class="sd"> ``project`` and ``subscription`` are templated so you can use</span>
<span class="sd"> variables in them.</span>
<span class="sd"> :param project: the Google Cloud project ID for the subscription (templated)</span>
<span class="sd"> :type project: str</span>
<span class="sd"> :param subscription: the Pub/Sub subscription name. Do not include the</span>
<span class="sd"> full subscription path.</span>
<span class="sd"> :type subscription: str</span>
<span class="sd"> :param max_messages: The maximum number of messages to retrieve per</span>
<span class="sd"> PubSub pull request</span>
<span class="sd"> :type max_messages: int</span>
<span class="sd"> :param ack_messages: If True, each message will be acknowledged</span>
<span class="sd"> immediately rather than by any downstream tasks</span>
<span class="sd"> :type ack_messages: bool</span>
<span class="sd"> :param gcp_conn_id: The connection ID to use connecting to</span>
<span class="sd"> Google Cloud.</span>
<span class="sd"> :type gcp_conn_id: str</span>
<span class="sd"> :param delegate_to: The account to impersonate using domain-wide delegation of authority,</span>
<span class="sd"> if any. For this to work, the service account making the request must have</span>
<span class="sd"> domain-wide delegation enabled.</span>
<span class="sd"> :type delegate_to: str</span>
<span class="sd"> :param messages_callback: (Optional) Callback to process received messages.</span>
<span class="sd"> It&#39;s return value will be saved to XCom.</span>
<span class="sd"> If you are pulling large messages, you probably want to provide a custom callback.</span>
<span class="sd"> If not provided, the default implementation will convert `ReceivedMessage` objects</span>
<span class="sd"> into JSON-serializable dicts using `google.protobuf.json_format.MessageToDict` function.</span>
<span class="sd"> :type messages_callback: Optional[Callable[[List[ReceivedMessage], Dict[str, Any]], Any]]</span>
<span class="sd"> :param impersonation_chain: Optional service account to impersonate using short-term</span>
<span class="sd"> credentials, or chained list of accounts required to get the access_token</span>
<span class="sd"> of the last account in the list, which will be impersonated in the request.</span>
<span class="sd"> If set as a string, the account must grant the originating account</span>
<span class="sd"> the Service Account Token Creator IAM role.</span>
<span class="sd"> If set as a sequence, the identities from the list must grant</span>
<span class="sd"> Service Account Token Creator IAM role to the directly preceding identity, with first</span>
<span class="sd"> account from the list granting this role to the originating account (templated).</span>
<span class="sd"> :type impersonation_chain: Union[str, Sequence[str]]</span>
<span class="sd"> &quot;&quot;&quot;</span>
<div class="viewcode-block" id="PubSubPullOperator.template_fields"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/cloud/operators/pubsub/index.html#airflow.providers.google.cloud.operators.pubsub.PubSubPullOperator.template_fields">[docs]</a> <span class="n">template_fields</span> <span class="o">=</span> <span class="p">[</span>
<span class="s1">&#39;project_id&#39;</span><span class="p">,</span>
<span class="s1">&#39;subscription&#39;</span><span class="p">,</span>
<span class="s1">&#39;impersonation_chain&#39;</span><span class="p">,</span></div>
<span class="p">]</span>
<span class="nd">@apply_defaults</span>
<span class="k">def</span> <span class="fm">__init__</span><span class="p">(</span>
<span class="bp">self</span><span class="p">,</span>
<span class="o">*</span><span class="p">,</span>
<span class="n">project_id</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span>
<span class="n">subscription</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span>
<span class="n">max_messages</span><span class="p">:</span> <span class="nb">int</span> <span class="o">=</span> <span class="mi">5</span><span class="p">,</span>
<span class="n">ack_messages</span><span class="p">:</span> <span class="nb">bool</span> <span class="o">=</span> <span class="kc">False</span><span class="p">,</span>
<span class="n">messages_callback</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="n">Callable</span><span class="p">[[</span><span class="n">List</span><span class="p">[</span><span class="n">ReceivedMessage</span><span class="p">],</span> <span class="n">Dict</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="n">Any</span><span class="p">]],</span> <span class="n">Any</span><span class="p">]]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
<span class="n">gcp_conn_id</span><span class="p">:</span> <span class="nb">str</span> <span class="o">=</span> <span class="s1">&#39;google_cloud_default&#39;</span><span class="p">,</span>
<span class="n">delegate_to</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
<span class="n">impersonation_chain</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="n">Union</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="n">Sequence</span><span class="p">[</span><span class="nb">str</span><span class="p">]]]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
<span class="o">**</span><span class="n">kwargs</span><span class="p">,</span>
<span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
<span class="nb">super</span><span class="p">()</span><span class="o">.</span><span class="fm">__init__</span><span class="p">(</span><span class="o">**</span><span class="n">kwargs</span><span class="p">)</span>
<span class="bp">self</span><span class="o">.</span><span class="n">gcp_conn_id</span> <span class="o">=</span> <span class="n">gcp_conn_id</span>
<span class="bp">self</span><span class="o">.</span><span class="n">delegate_to</span> <span class="o">=</span> <span class="n">delegate_to</span>
<span class="bp">self</span><span class="o">.</span><span class="n">project_id</span> <span class="o">=</span> <span class="n">project_id</span>
<span class="bp">self</span><span class="o">.</span><span class="n">subscription</span> <span class="o">=</span> <span class="n">subscription</span>
<span class="bp">self</span><span class="o">.</span><span class="n">max_messages</span> <span class="o">=</span> <span class="n">max_messages</span>
<span class="bp">self</span><span class="o">.</span><span class="n">ack_messages</span> <span class="o">=</span> <span class="n">ack_messages</span>
<span class="bp">self</span><span class="o">.</span><span class="n">messages_callback</span> <span class="o">=</span> <span class="n">messages_callback</span>
<span class="bp">self</span><span class="o">.</span><span class="n">impersonation_chain</span> <span class="o">=</span> <span class="n">impersonation_chain</span>
<div class="viewcode-block" id="PubSubPullOperator.execute"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/cloud/operators/pubsub/index.html#airflow.providers.google.cloud.operators.pubsub.PubSubPullOperator.execute">[docs]</a> <span class="k">def</span> <span class="nf">execute</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">context</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">list</span><span class="p">:</span>
<span class="n">hook</span> <span class="o">=</span> <span class="n">PubSubHook</span><span class="p">(</span>
<span class="n">gcp_conn_id</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">gcp_conn_id</span><span class="p">,</span>
<span class="n">delegate_to</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">delegate_to</span><span class="p">,</span>
<span class="n">impersonation_chain</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">impersonation_chain</span><span class="p">,</span>
<span class="p">)</span>
<span class="n">pulled_messages</span> <span class="o">=</span> <span class="n">hook</span><span class="o">.</span><span class="n">pull</span><span class="p">(</span>
<span class="n">project_id</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">project_id</span><span class="p">,</span>
<span class="n">subscription</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">subscription</span><span class="p">,</span>
<span class="n">max_messages</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">max_messages</span><span class="p">,</span>
<span class="n">return_immediately</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span>
<span class="p">)</span>
<span class="n">handle_messages</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">messages_callback</span> <span class="ow">or</span> <span class="bp">self</span><span class="o">.</span><span class="n">_default_message_callback</span>
<span class="n">ret</span> <span class="o">=</span> <span class="n">handle_messages</span><span class="p">(</span><span class="n">pulled_messages</span><span class="p">,</span> <span class="n">context</span><span class="p">)</span>
<span class="k">if</span> <span class="n">pulled_messages</span> <span class="ow">and</span> <span class="bp">self</span><span class="o">.</span><span class="n">ack_messages</span><span class="p">:</span>
<span class="n">hook</span><span class="o">.</span><span class="n">acknowledge</span><span class="p">(</span>
<span class="n">project_id</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">project_id</span><span class="p">,</span>
<span class="n">subscription</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">subscription</span><span class="p">,</span>
<span class="n">messages</span><span class="o">=</span><span class="n">pulled_messages</span><span class="p">,</span>
<span class="p">)</span>
<span class="k">return</span> <span class="n">ret</span></div>
<div class="viewcode-block" id="PubSubPullOperator._default_message_callback"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/cloud/operators/pubsub/index.html#airflow.providers.google.cloud.operators.pubsub.PubSubPullOperator._default_message_callback">[docs]</a> <span class="k">def</span> <span class="nf">_default_message_callback</span><span class="p">(</span>
<span class="bp">self</span><span class="p">,</span>
<span class="n">pulled_messages</span><span class="p">:</span> <span class="n">List</span><span class="p">[</span><span class="n">ReceivedMessage</span><span class="p">],</span>
<span class="n">context</span><span class="p">:</span> <span class="n">Dict</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="n">Any</span><span class="p">],</span> <span class="c1"># pylint: disable=unused-argument</span>
<span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">list</span><span class="p">:</span>
<span class="sd">&quot;&quot;&quot;</span>
<span class="sd"> This method can be overridden by subclasses or by `messages_callback` constructor argument.</span>
<span class="sd"> This default implementation converts `ReceivedMessage` objects into JSON-serializable dicts.</span>
<span class="sd"> :param pulled_messages: messages received from the topic.</span>
<span class="sd"> :type pulled_messages: List[ReceivedMessage]</span>
<span class="sd"> :param context: same as in `execute`</span>
<span class="sd"> :return: value to be saved to XCom.</span>
<span class="sd"> &quot;&quot;&quot;</span>
<span class="n">messages_json</span> <span class="o">=</span> <span class="p">[</span><span class="n">MessageToDict</span><span class="p">(</span><span class="n">m</span><span class="p">)</span> <span class="k">for</span> <span class="n">m</span> <span class="ow">in</span> <span class="n">pulled_messages</span><span class="p">]</span>
<span class="k">return</span> <span class="n">messages_json</span></div></div>
</pre></div>
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