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| <li class="breadcrumb-item"><a href="../index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">airflow.models</span></code></a></li> |
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| <div class="section" id="module-airflow.models.dagbag"> |
| <span id="airflow-models-dagbag"></span><h1><a class="reference internal" href="#module-airflow.models.dagbag" title="airflow.models.dagbag"><code class="xref py py-mod docutils literal notranslate"><span class="pre">airflow.models.dagbag</span></code></a><a class="headerlink" href="#module-airflow.models.dagbag" title="Permalink to this headline">¶</a></h1> |
| <div class="section" id="module-contents"> |
| <h2>Module Contents<a class="headerlink" href="#module-contents" title="Permalink to this headline">¶</a></h2> |
| <dl class="class"> |
| <dt id="airflow.models.dagbag.DagBag"> |
| <em class="property">class </em><code class="sig-prename descclassname">airflow.models.dagbag.</code><code class="sig-name descname">DagBag</code><span class="sig-paren">(</span><em class="sig-param">dag_folder=None</em>, <em class="sig-param">executor=None</em>, <em class="sig-param">include_examples=conf.getboolean('core'</em>, <em class="sig-param">'LOAD_EXAMPLES')</em>, <em class="sig-param">safe_mode=conf.getboolean('core'</em>, <em class="sig-param">'DAG_DISCOVERY_SAFE_MODE')</em>, <em class="sig-param">store_serialized_dags=False</em><span class="sig-paren">)</span><a class="reference internal" href="../../../../_modules/airflow/models/dagbag.html#DagBag"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.models.dagbag.DagBag" title="Permalink to this definition">¶</a></dt> |
| <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">airflow.dag.base_dag.BaseDagBag</span></code>, <code class="xref py py-class docutils literal notranslate"><span class="pre">airflow.utils.log.logging_mixin.LoggingMixin</span></code></p> |
| <p>A dagbag is a collection of dags, parsed out of a folder tree and has high |
| level configuration settings, like what database to use as a backend and |
| what executor to use to fire off tasks. This makes it easier to run |
| distinct environments for say production and development, tests, or for |
| different teams or security profiles. What would have been system level |
| settings are now dagbag level so that one system can run multiple, |
| independent settings sets.</p> |
| <dl class="field-list simple"> |
| <dt class="field-odd">Parameters</dt> |
| <dd class="field-odd"><ul class="simple"> |
| <li><p><strong>dag_folder</strong> (<em>unicode</em>) – the folder to scan to find DAGs</p></li> |
| <li><p><strong>executor</strong> – the executor to use when executing task instances |
| in this DagBag</p></li> |
| <li><p><strong>include_examples</strong> (<a class="reference external" href="https://docs.python.org/3/library/functions.html#bool" title="(in Python v3.8)"><em>bool</em></a>) – whether to include the examples that ship |
| with airflow or not</p></li> |
| <li><p><strong>has_logged</strong> – an instance boolean that gets flipped from False to True after a |
| file has been skipped. This is to prevent overloading the user with logging |
| messages about skipped files. Therefore only once per DagBag is a file logged |
| being skipped.</p></li> |
| <li><p><strong>store_serialized_dags</strong> (<a class="reference external" href="https://docs.python.org/3/library/functions.html#bool" title="(in Python v3.8)"><em>bool</em></a>) – Read DAGs from DB if store_serialized_dags is <code class="docutils literal notranslate"><span class="pre">True</span></code>. |
| If <code class="docutils literal notranslate"><span class="pre">False</span></code> DAGs are read from python files.</p></li> |
| </ul> |
| </dd> |
| </dl> |
| <dl class="attribute"> |
| <dt id="airflow.models.dagbag.DagBag.CYCLE_NEW"> |
| <code class="sig-name descname">CYCLE_NEW</code><em class="property"> = 0</em><a class="reference internal" href="../../../../_modules/airflow/models/dagbag.html#DagBag.CYCLE_NEW"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.models.dagbag.DagBag.CYCLE_NEW" title="Permalink to this definition">¶</a></dt> |
| <dd></dd></dl> |
| |
| <dl class="attribute"> |
| <dt id="airflow.models.dagbag.DagBag.CYCLE_IN_PROGRESS"> |
| <code class="sig-name descname">CYCLE_IN_PROGRESS</code><em class="property"> = 1</em><a class="reference internal" href="../../../../_modules/airflow/models/dagbag.html#DagBag.CYCLE_IN_PROGRESS"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.models.dagbag.DagBag.CYCLE_IN_PROGRESS" title="Permalink to this definition">¶</a></dt> |
| <dd></dd></dl> |
| |
| <dl class="attribute"> |
| <dt id="airflow.models.dagbag.DagBag.CYCLE_DONE"> |
| <code class="sig-name descname">CYCLE_DONE</code><em class="property"> = 2</em><a class="reference internal" href="../../../../_modules/airflow/models/dagbag.html#DagBag.CYCLE_DONE"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.models.dagbag.DagBag.CYCLE_DONE" title="Permalink to this definition">¶</a></dt> |
| <dd></dd></dl> |
| |
| <dl class="attribute"> |
| <dt id="airflow.models.dagbag.DagBag.DAGBAG_IMPORT_TIMEOUT"> |
| <code class="sig-name descname">DAGBAG_IMPORT_TIMEOUT</code><a class="reference internal" href="../../../../_modules/airflow/models/dagbag.html#DagBag.DAGBAG_IMPORT_TIMEOUT"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.models.dagbag.DagBag.DAGBAG_IMPORT_TIMEOUT" title="Permalink to this definition">¶</a></dt> |
| <dd></dd></dl> |
| |
| <dl class="attribute"> |
| <dt id="airflow.models.dagbag.DagBag.UNIT_TEST_MODE"> |
| <code class="sig-name descname">UNIT_TEST_MODE</code><a class="reference internal" href="../../../../_modules/airflow/models/dagbag.html#DagBag.UNIT_TEST_MODE"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.models.dagbag.DagBag.UNIT_TEST_MODE" title="Permalink to this definition">¶</a></dt> |
| <dd></dd></dl> |
| |
| <dl class="attribute"> |
| <dt id="airflow.models.dagbag.DagBag.SCHEDULER_ZOMBIE_TASK_THRESHOLD"> |
| <code class="sig-name descname">SCHEDULER_ZOMBIE_TASK_THRESHOLD</code><a class="reference internal" href="../../../../_modules/airflow/models/dagbag.html#DagBag.SCHEDULER_ZOMBIE_TASK_THRESHOLD"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.models.dagbag.DagBag.SCHEDULER_ZOMBIE_TASK_THRESHOLD" title="Permalink to this definition">¶</a></dt> |
| <dd></dd></dl> |
| |
| <dl class="attribute"> |
| <dt id="airflow.models.dagbag.DagBag.dag_ids"> |
| <code class="sig-name descname">dag_ids</code><a class="reference internal" href="../../../../_modules/airflow/models/dagbag.html#DagBag.dag_ids"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.models.dagbag.DagBag.dag_ids" title="Permalink to this definition">¶</a></dt> |
| <dd></dd></dl> |
| |
| <dl class="method"> |
| <dt id="airflow.models.dagbag.DagBag.size"> |
| <code class="sig-name descname">size</code><span class="sig-paren">(</span><em class="sig-param">self</em><span class="sig-paren">)</span><a class="reference internal" href="../../../../_modules/airflow/models/dagbag.html#DagBag.size"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.models.dagbag.DagBag.size" title="Permalink to this definition">¶</a></dt> |
| <dd><dl class="field-list simple"> |
| <dt class="field-odd">Returns</dt> |
| <dd class="field-odd"><p>the amount of dags contained in this dagbag</p> |
| </dd> |
| </dl> |
| </dd></dl> |
| |
| <dl class="method"> |
| <dt id="airflow.models.dagbag.DagBag.get_dag"> |
| <code class="sig-name descname">get_dag</code><span class="sig-paren">(</span><em class="sig-param">self</em>, <em class="sig-param">dag_id</em>, <em class="sig-param">from_file_only=False</em><span class="sig-paren">)</span><a class="reference internal" href="../../../../_modules/airflow/models/dagbag.html#DagBag.get_dag"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.models.dagbag.DagBag.get_dag" title="Permalink to this definition">¶</a></dt> |
| <dd><p>Gets the DAG out of the dictionary, and refreshes it if expired</p> |
| <dl class="field-list simple"> |
| <dt class="field-odd">Parameters</dt> |
| <dd class="field-odd"><ul class="simple"> |
| <li><p><strong>dag_id</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.8)"><em>str</em></a>) – DAG Id</p></li> |
| <li><p><strong>from_file_only</strong> (<a class="reference external" href="https://docs.python.org/3/library/functions.html#bool" title="(in Python v3.8)"><em>bool</em></a>) – returns a DAG loaded from file.</p></li> |
| </ul> |
| </dd> |
| </dl> |
| </dd></dl> |
| |
| <dl class="method"> |
| <dt id="airflow.models.dagbag.DagBag.process_file"> |
| <code class="sig-name descname">process_file</code><span class="sig-paren">(</span><em class="sig-param">self</em>, <em class="sig-param">filepath</em>, <em class="sig-param">only_if_updated=True</em>, <em class="sig-param">safe_mode=True</em><span class="sig-paren">)</span><a class="reference internal" href="../../../../_modules/airflow/models/dagbag.html#DagBag.process_file"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.models.dagbag.DagBag.process_file" title="Permalink to this definition">¶</a></dt> |
| <dd><p>Given a path to a python module or zip file, this method imports |
| the module and look for dag objects within it.</p> |
| </dd></dl> |
| |
| <dl class="method"> |
| <dt id="airflow.models.dagbag.DagBag.kill_zombies"> |
| <code class="sig-name descname">kill_zombies</code><span class="sig-paren">(</span><em class="sig-param">self</em>, <em class="sig-param">zombies</em>, <em class="sig-param">session=None</em><span class="sig-paren">)</span><a class="reference internal" href="../../../../_modules/airflow/models/dagbag.html#DagBag.kill_zombies"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.models.dagbag.DagBag.kill_zombies" title="Permalink to this definition">¶</a></dt> |
| <dd><p>Fail given zombie tasks, which are tasks that haven’t |
| had a heartbeat for too long, in the current DagBag.</p> |
| <dl class="field-list simple"> |
| <dt class="field-odd">Parameters</dt> |
| <dd class="field-odd"><ul class="simple"> |
| <li><p><strong>zombies</strong> (<em>airflow.utils.dag_processing.SimpleTaskInstance</em>) – zombie task instances to kill.</p></li> |
| <li><p><strong>session</strong> (<a class="reference external" href="https://docs.sqlalchemy.org/en/13/orm/session_api.html#sqlalchemy.orm.session.Session" title="(in SQLAlchemy v1.3)"><em>sqlalchemy.orm.session.Session</em></a>) – DB session.</p></li> |
| </ul> |
| </dd> |
| </dl> |
| </dd></dl> |
| |
| <dl class="method"> |
| <dt id="airflow.models.dagbag.DagBag.bag_dag"> |
| <code class="sig-name descname">bag_dag</code><span class="sig-paren">(</span><em class="sig-param">self</em>, <em class="sig-param">dag</em>, <em class="sig-param">parent_dag</em>, <em class="sig-param">root_dag</em><span class="sig-paren">)</span><a class="reference internal" href="../../../../_modules/airflow/models/dagbag.html#DagBag.bag_dag"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.models.dagbag.DagBag.bag_dag" title="Permalink to this definition">¶</a></dt> |
| <dd><p>Adds the DAG into the bag, recurses into sub dags. |
| Throws AirflowDagCycleException if a cycle is detected in this dag or its subdags</p> |
| </dd></dl> |
| |
| <dl class="method"> |
| <dt id="airflow.models.dagbag.DagBag.collect_dags"> |
| <code class="sig-name descname">collect_dags</code><span class="sig-paren">(</span><em class="sig-param">self</em>, <em class="sig-param">dag_folder=None</em>, <em class="sig-param">only_if_updated=True</em>, <em class="sig-param">include_examples=conf.getboolean('core'</em>, <em class="sig-param">'LOAD_EXAMPLES')</em>, <em class="sig-param">safe_mode=conf.getboolean('core'</em>, <em class="sig-param">'DAG_DISCOVERY_SAFE_MODE')</em><span class="sig-paren">)</span><a class="reference internal" href="../../../../_modules/airflow/models/dagbag.html#DagBag.collect_dags"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.models.dagbag.DagBag.collect_dags" title="Permalink to this definition">¶</a></dt> |
| <dd><p>Given a file path or a folder, this method looks for python modules, |
| imports them and adds them to the dagbag collection.</p> |
| <p>Note that if a <code class="docutils literal notranslate"><span class="pre">.airflowignore</span></code> file is found while processing |
| the directory, it will behave much like a <code class="docutils literal notranslate"><span class="pre">.gitignore</span></code>, |
| ignoring files that match any of the regex patterns specified |
| in the file.</p> |
| <p><strong>Note</strong>: The patterns in .airflowignore are treated as |
| un-anchored regexes, not shell-like glob patterns.</p> |
| </dd></dl> |
| |
| <dl class="method"> |
| <dt id="airflow.models.dagbag.DagBag.collect_dags_from_db"> |
| <code class="sig-name descname">collect_dags_from_db</code><span class="sig-paren">(</span><em class="sig-param">self</em><span class="sig-paren">)</span><a class="reference internal" href="../../../../_modules/airflow/models/dagbag.html#DagBag.collect_dags_from_db"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.models.dagbag.DagBag.collect_dags_from_db" title="Permalink to this definition">¶</a></dt> |
| <dd><p>Collects DAGs from database.</p> |
| </dd></dl> |
| |
| <dl class="method"> |
| <dt id="airflow.models.dagbag.DagBag.dagbag_report"> |
| <code class="sig-name descname">dagbag_report</code><span class="sig-paren">(</span><em class="sig-param">self</em><span class="sig-paren">)</span><a class="reference internal" href="../../../../_modules/airflow/models/dagbag.html#DagBag.dagbag_report"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.models.dagbag.DagBag.dagbag_report" title="Permalink to this definition">¶</a></dt> |
| <dd><p>Prints a report around DagBag loading stats</p> |
| </dd></dl> |
| |
| </dd></dl> |
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| <li><a class="reference internal" href="#module-contents">Module Contents</a><ul> |
| <li><a class="reference internal" href="#airflow.models.dagbag.DagBag">DagBag</a><ul> |
| <li><a class="reference internal" href="#airflow.models.dagbag.DagBag.CYCLE_NEW">CYCLE_NEW</a></li> |
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| <li><a class="reference internal" href="#airflow.models.dagbag.DagBag.CYCLE_IN_PROGRESS">CYCLE_IN_PROGRESS</a></li> |
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| <li><a class="reference internal" href="#airflow.models.dagbag.DagBag.CYCLE_DONE">CYCLE_DONE</a></li> |
| </ul> |
| <ul> |
| <li><a class="reference internal" href="#airflow.models.dagbag.DagBag.DAGBAG_IMPORT_TIMEOUT">DAGBAG_IMPORT_TIMEOUT</a></li> |
| </ul> |
| <ul> |
| <li><a class="reference internal" href="#airflow.models.dagbag.DagBag.UNIT_TEST_MODE">UNIT_TEST_MODE</a></li> |
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| <ul> |
| <li><a class="reference internal" href="#airflow.models.dagbag.DagBag.SCHEDULER_ZOMBIE_TASK_THRESHOLD">SCHEDULER_ZOMBIE_TASK_THRESHOLD</a></li> |
| </ul> |
| <ul> |
| <li><a class="reference internal" href="#airflow.models.dagbag.DagBag.dag_ids">dag_ids</a></li> |
| </ul> |
| <ul> |
| <li><a class="reference internal" href="#airflow.models.dagbag.DagBag.size">size</a></li> |
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| <li><a class="reference internal" href="#airflow.models.dagbag.DagBag.get_dag">get_dag</a></li> |
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| <li><a class="reference internal" href="#airflow.models.dagbag.DagBag.kill_zombies">kill_zombies</a></li> |
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| <li><a class="reference internal" href="#airflow.models.dagbag.DagBag.bag_dag">bag_dag</a></li> |
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