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| <h1>Source code for airflow.providers.amazon.aws.sensors.s3_keys_unchanged</h1><div class="highlight"><pre> |
| <span></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"># "License"); 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"># "AS IS" 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="kn">import</span> <span class="nn">os</span> |
| <span class="kn">from</span> <span class="nn">datetime</span> <span class="kn">import</span> <span class="n">datetime</span> |
| <span class="kn">from</span> <span class="nn">typing</span> <span class="kn">import</span> <span class="n">Optional</span><span class="p">,</span> <span class="n">Set</span><span class="p">,</span> <span class="n">Union</span> |
| |
| <span class="kn">from</span> <span class="nn">cached_property</span> <span class="kn">import</span> <span class="n">cached_property</span> |
| |
| <span class="kn">from</span> <span class="nn">airflow.exceptions</span> <span class="kn">import</span> <span class="n">AirflowException</span> |
| <span class="kn">from</span> <span class="nn">airflow.providers.amazon.aws.hooks.s3</span> <span class="kn">import</span> <span class="n">S3Hook</span> |
| <span class="kn">from</span> <span class="nn">airflow.sensors.base</span> <span class="kn">import</span> <span class="n">BaseSensorOperator</span><span class="p">,</span> <span class="n">poke_mode_only</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="S3KeysUnchangedSensor"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/amazon/aws/sensors/s3_keys_unchanged/index.html#airflow.providers.amazon.aws.sensors.s3_keys_unchanged.S3KeysUnchangedSensor">[docs]</a><span class="nd">@poke_mode_only</span> |
| <span class="k">class</span> <span class="nc">S3KeysUnchangedSensor</span><span class="p">(</span><span class="n">BaseSensorOperator</span><span class="p">):</span> |
| <span class="sd">"""</span> |
| <span class="sd"> Checks for changes in the number of objects at prefix in AWS S3</span> |
| <span class="sd"> bucket and returns True if the inactivity period has passed with no</span> |
| <span class="sd"> increase in the number of objects. Note, this sensor will not behave correctly</span> |
| <span class="sd"> in reschedule mode, as the state of the listed objects in the S3 bucket will</span> |
| <span class="sd"> be lost between rescheduled invocations.</span> |
| |
| <span class="sd"> :param bucket_name: Name of the S3 bucket</span> |
| <span class="sd"> :type bucket_name: str</span> |
| <span class="sd"> :param prefix: The prefix being waited on. Relative path from bucket root level.</span> |
| <span class="sd"> :type prefix: str</span> |
| <span class="sd"> :param aws_conn_id: a reference to the s3 connection</span> |
| <span class="sd"> :type aws_conn_id: str</span> |
| <span class="sd"> :param verify: Whether or not to verify SSL certificates for S3 connection.</span> |
| <span class="sd"> By default SSL certificates are verified.</span> |
| <span class="sd"> You can provide the following values:</span> |
| |
| <span class="sd"> - ``False``: do not validate SSL certificates. SSL will still be used</span> |
| <span class="sd"> (unless use_ssl is False), but SSL certificates will not be</span> |
| <span class="sd"> verified.</span> |
| <span class="sd"> - ``path/to/cert/bundle.pem``: A filename of the CA cert bundle to uses.</span> |
| <span class="sd"> You can specify this argument if you want to use a different</span> |
| <span class="sd"> CA cert bundle than the one used by botocore.</span> |
| <span class="sd"> :type verify: Optional[Union[bool, str]]</span> |
| <span class="sd"> :param inactivity_period: The total seconds of inactivity to designate</span> |
| <span class="sd"> keys unchanged. Note, this mechanism is not real time and</span> |
| <span class="sd"> this operator may not return until a poke_interval after this period</span> |
| <span class="sd"> has passed with no additional objects sensed.</span> |
| <span class="sd"> :type inactivity_period: float</span> |
| <span class="sd"> :param min_objects: The minimum number of objects needed for keys unchanged</span> |
| <span class="sd"> sensor to be considered valid.</span> |
| <span class="sd"> :type min_objects: int</span> |
| <span class="sd"> :param previous_objects: The set of object ids found during the last poke.</span> |
| <span class="sd"> :type previous_objects: Optional[Set[str]]</span> |
| <span class="sd"> :param allow_delete: Should this sensor consider objects being deleted</span> |
| <span class="sd"> between pokes valid behavior. If true a warning message will be logged</span> |
| <span class="sd"> when this happens. If false an error will be raised.</span> |
| <span class="sd"> :type allow_delete: bool</span> |
| <span class="sd"> """</span> |
| |
| <div class="viewcode-block" id="S3KeysUnchangedSensor.template_fields"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/amazon/aws/sensors/s3_keys_unchanged/index.html#airflow.providers.amazon.aws.sensors.s3_keys_unchanged.S3KeysUnchangedSensor.template_fields">[docs]</a> <span class="n">template_fields</span> <span class="o">=</span> <span class="p">(</span><span class="s1">'bucket_name'</span><span class="p">,</span> <span class="s1">'prefix'</span><span class="p">)</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">bucket_name</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> |
| <span class="n">prefix</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> |
| <span class="n">aws_conn_id</span><span class="p">:</span> <span class="nb">str</span> <span class="o">=</span> <span class="s1">'aws_default'</span><span class="p">,</span> |
| <span class="n">verify</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">bool</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">inactivity_period</span><span class="p">:</span> <span class="nb">float</span> <span class="o">=</span> <span class="mi">60</span> <span class="o">*</span> <span class="mi">60</span><span class="p">,</span> |
| <span class="n">min_objects</span><span class="p">:</span> <span class="nb">int</span> <span class="o">=</span> <span class="mi">1</span><span class="p">,</span> |
| <span class="n">previous_objects</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="n">Set</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">allow_delete</span><span class="p">:</span> <span class="nb">bool</span> <span class="o">=</span> <span class="kc">True</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">-></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">bucket</span> <span class="o">=</span> <span class="n">bucket_name</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">prefix</span> <span class="o">=</span> <span class="n">prefix</span> |
| <span class="k">if</span> <span class="n">inactivity_period</span> <span class="o"><</span> <span class="mi">0</span><span class="p">:</span> |
| <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span><span class="s2">"inactivity_period must be non-negative"</span><span class="p">)</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">inactivity_period</span> <span class="o">=</span> <span class="n">inactivity_period</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">min_objects</span> <span class="o">=</span> <span class="n">min_objects</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">previous_objects</span> <span class="o">=</span> <span class="n">previous_objects</span> <span class="ow">or</span> <span class="nb">set</span><span class="p">()</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">inactivity_seconds</span> <span class="o">=</span> <span class="mi">0</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">allow_delete</span> <span class="o">=</span> <span class="n">allow_delete</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">aws_conn_id</span> <span class="o">=</span> <span class="n">aws_conn_id</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">verify</span> <span class="o">=</span> <span class="n">verify</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">last_activity_time</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="n">datetime</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span> |
| |
| <span class="nd">@cached_property</span> |
| <div class="viewcode-block" id="S3KeysUnchangedSensor.hook"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/amazon/aws/sensors/s3_keys_unchanged/index.html#airflow.providers.amazon.aws.sensors.s3_keys_unchanged.S3KeysUnchangedSensor.hook">[docs]</a> <span class="k">def</span> <span class="nf">hook</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span> |
| <span class="sd">"""Returns S3Hook."""</span> |
| <span class="k">return</span> <span class="n">S3Hook</span><span class="p">(</span><span class="n">aws_conn_id</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">aws_conn_id</span><span class="p">,</span> <span class="n">verify</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">verify</span><span class="p">)</span></div> |
| |
| <div class="viewcode-block" id="S3KeysUnchangedSensor.is_keys_unchanged"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/amazon/aws/sensors/s3_keys_unchanged/index.html#airflow.providers.amazon.aws.sensors.s3_keys_unchanged.S3KeysUnchangedSensor.is_keys_unchanged">[docs]</a> <span class="k">def</span> <span class="nf">is_keys_unchanged</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">current_objects</span><span class="p">:</span> <span class="n">Set</span><span class="p">[</span><span class="nb">str</span><span class="p">])</span> <span class="o">-></span> <span class="nb">bool</span><span class="p">:</span> |
| <span class="sd">"""</span> |
| <span class="sd"> Checks whether new objects have been uploaded and the inactivity_period</span> |
| <span class="sd"> has passed and updates the state of the sensor accordingly.</span> |
| |
| <span class="sd"> :param current_objects: set of object ids in bucket during last poke.</span> |
| <span class="sd"> :type current_objects: set[str]</span> |
| <span class="sd"> """</span> |
| <span class="n">current_num_objects</span> <span class="o">=</span> <span class="nb">len</span><span class="p">(</span><span class="n">current_objects</span><span class="p">)</span> |
| <span class="k">if</span> <span class="n">current_objects</span> <span class="o">></span> <span class="bp">self</span><span class="o">.</span><span class="n">previous_objects</span><span class="p">:</span> |
| <span class="c1"># When new objects arrived, reset the inactivity_seconds</span> |
| <span class="c1"># and update previous_objects for the next poke.</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">"New objects found at </span><span class="si">%s</span><span class="s2">, resetting last_activity_time."</span><span class="p">,</span> |
| <span class="n">os</span><span class="o">.</span><span class="n">path</span><span class="o">.</span><span class="n">join</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">bucket</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">prefix</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">debug</span><span class="p">(</span><span class="s2">"New objects: </span><span class="si">%s</span><span class="s2">"</span><span class="p">,</span> <span class="n">current_objects</span> <span class="o">-</span> <span class="bp">self</span><span class="o">.</span><span class="n">previous_objects</span><span class="p">)</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">last_activity_time</span> <span class="o">=</span> <span class="n">datetime</span><span class="o">.</span><span class="n">now</span><span class="p">()</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">inactivity_seconds</span> <span class="o">=</span> <span class="mi">0</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">previous_objects</span> <span class="o">=</span> <span class="n">current_objects</span> |
| <span class="k">return</span> <span class="kc">False</span> |
| |
| <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">previous_objects</span> <span class="o">-</span> <span class="n">current_objects</span><span class="p">:</span> |
| <span class="c1"># During the last poke interval objects were deleted.</span> |
| <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">allow_delete</span><span class="p">:</span> |
| <span class="n">deleted_objects</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">previous_objects</span> <span class="o">-</span> <span class="n">current_objects</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">previous_objects</span> <span class="o">=</span> <span class="n">current_objects</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">last_activity_time</span> <span class="o">=</span> <span class="n">datetime</span><span class="o">.</span><span class="n">now</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">"Objects were deleted during the last poke interval. Updating the "</span> |
| <span class="s2">"file counter and resetting last_activity_time:</span><span class="se">\n</span><span class="si">%s</span><span class="s2">"</span><span class="p">,</span> |
| <span class="n">deleted_objects</span><span class="p">,</span> |
| <span class="p">)</span> |
| <span class="k">return</span> <span class="kc">False</span> |
| |
| <span class="k">raise</span> <span class="n">AirflowException</span><span class="p">(</span> |
| <span class="s2">"Illegal behavior: objects were deleted in </span><span class="si">%s</span><span class="s2"> between pokes."</span> |
| <span class="o">%</span> <span class="n">os</span><span class="o">.</span><span class="n">path</span><span class="o">.</span><span class="n">join</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">bucket</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">prefix</span><span class="p">)</span> |
| <span class="p">)</span> |
| |
| <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">last_activity_time</span><span class="p">:</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">inactivity_seconds</span> <span class="o">=</span> <span class="nb">int</span><span class="p">((</span><span class="n">datetime</span><span class="o">.</span><span class="n">now</span><span class="p">()</span> <span class="o">-</span> <span class="bp">self</span><span class="o">.</span><span class="n">last_activity_time</span><span class="p">)</span><span class="o">.</span><span class="n">total_seconds</span><span class="p">())</span> |
| <span class="k">else</span><span class="p">:</span> |
| <span class="c1"># Handles the first poke where last inactivity time is None.</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">last_activity_time</span> <span class="o">=</span> <span class="n">datetime</span><span class="o">.</span><span class="n">now</span><span class="p">()</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">inactivity_seconds</span> <span class="o">=</span> <span class="mi">0</span> |
| |
| <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">inactivity_seconds</span> <span class="o">>=</span> <span class="bp">self</span><span class="o">.</span><span class="n">inactivity_period</span><span class="p">:</span> |
| <span class="n">path</span> <span class="o">=</span> <span class="n">os</span><span class="o">.</span><span class="n">path</span><span class="o">.</span><span class="n">join</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">bucket</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">prefix</span><span class="p">)</span> |
| |
| <span class="k">if</span> <span class="n">current_num_objects</span> <span class="o">>=</span> <span class="bp">self</span><span class="o">.</span><span class="n">min_objects</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">"SUCCESS: </span><span class="se">\n</span><span class="s2">Sensor found </span><span class="si">%s</span><span class="s2"> objects at </span><span class="si">%s</span><span class="s2">.</span><span class="se">\n</span><span class="s2">"</span> |
| <span class="s2">"Waited at least </span><span class="si">%s</span><span class="s2"> seconds, with no new objects uploaded."</span><span class="p">,</span> |
| <span class="n">current_num_objects</span><span class="p">,</span> |
| <span class="n">path</span><span class="p">,</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">inactivity_period</span><span class="p">,</span> |
| <span class="p">)</span> |
| <span class="k">return</span> <span class="kc">True</span> |
| |
| <span class="bp">self</span><span class="o">.</span><span class="n">log</span><span class="o">.</span><span class="n">error</span><span class="p">(</span><span class="s2">"FAILURE: Inactivity Period passed, not enough objects found in </span><span class="si">%s</span><span class="s2">"</span><span class="p">,</span> <span class="n">path</span><span class="p">)</span> |
| |
| <span class="k">return</span> <span class="kc">False</span> |
| <span class="k">return</span> <span class="kc">False</span></div> |
| |
| <div class="viewcode-block" id="S3KeysUnchangedSensor.poke"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/amazon/aws/sensors/s3_keys_unchanged/index.html#airflow.providers.amazon.aws.sensors.s3_keys_unchanged.S3KeysUnchangedSensor.poke">[docs]</a> <span class="k">def</span> <span class="nf">poke</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="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">is_keys_unchanged</span><span class="p">(</span><span class="nb">set</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">hook</span><span class="o">.</span><span class="n">list_keys</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">bucket</span><span class="p">,</span> <span class="n">prefix</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">prefix</span><span class="p">)))</span></div></div> |
| </pre></div> |
| |
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| <script src="../../../../../../_static/copybutton.js"></script> |
| </body> |
| </html> |
