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Posted to commits@airflow.apache.org by ka...@apache.org on 2018/08/27 16:26:45 UTC

[25/51] [partial] incubator-airflow-site git commit: 1.10.0

http://git-wip-us.apache.org/repos/asf/incubator-airflow-site/blob/11437c14/_modules/airflow/contrib/operators/s3_to_gcs_operator.html
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+      <li>airflow.contrib.operators.s3_to_gcs_operator</li>
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+            
+  <h1>Source code for airflow.contrib.operators.s3_to_gcs_operator</h1><div class="highlight"><pre>
+<span></span><span class="c1"># -*- coding: utf-8 -*-</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="kn">from</span> <span class="nn">tempfile</span> <span class="k">import</span> <span class="n">NamedTemporaryFile</span>
+
+<span class="kn">from</span> <span class="nn">airflow.contrib.hooks.gcs_hook</span> <span class="k">import</span> <span class="p">(</span><span class="n">GoogleCloudStorageHook</span><span class="p">,</span>
+                                            <span class="n">_parse_gcs_url</span><span class="p">)</span>
+<span class="kn">from</span> <span class="nn">airflow.contrib.operators.s3_list_operator</span> <span class="k">import</span> <span class="n">S3ListOperator</span>
+<span class="kn">from</span> <span class="nn">airflow.exceptions</span> <span class="k">import</span> <span class="n">AirflowException</span>
+<span class="kn">from</span> <span class="nn">airflow.hooks.S3_hook</span> <span class="k">import</span> <span class="n">S3Hook</span>
+<span class="kn">from</span> <span class="nn">airflow.utils.decorators</span> <span class="k">import</span> <span class="n">apply_defaults</span>
+
+
+<div class="viewcode-block" id="S3ToGoogleCloudStorageOperator"><a class="viewcode-back" href="../../../../integration.html#airflow.contrib.operators.s3_to_gcs_operator.S3ToGoogleCloudStorageOperator">[docs]</a><span class="k">class</span> <span class="nc">S3ToGoogleCloudStorageOperator</span><span class="p">(</span><span class="n">S3ListOperator</span><span class="p">):</span>
+    <span class="sd">&quot;&quot;&quot;</span>
+<span class="sd">    Synchronizes an S3 key, possibly a prefix, with a Google Cloud Storage</span>
+<span class="sd">    destination path.</span>
+
+<span class="sd">    :param bucket: The S3 bucket where to find the objects.</span>
+<span class="sd">    :type bucket: string</span>
+<span class="sd">    :param prefix: Prefix string which filters objects whose name begin with</span>
+<span class="sd">        such prefix.</span>
+<span class="sd">    :type prefix: string</span>
+<span class="sd">    :param delimiter: the delimiter marks key hierarchy.</span>
+<span class="sd">    :type delimiter: string</span>
+<span class="sd">    :param aws_conn_id: The source S3 connection</span>
+<span class="sd">    :type aws_conn_id: string</span>
+<span class="sd">    :param dest_gcs_conn_id: The destination connection ID to use</span>
+<span class="sd">        when connecting to Google Cloud Storage.</span>
+<span class="sd">    :type dest_gcs_conn_id: string</span>
+<span class="sd">    :param dest_gcs: The destination Google Cloud Storage bucket and prefix</span>
+<span class="sd">        where you want to store the files.</span>
+<span class="sd">    :type dest_gcs: string</span>
+<span class="sd">    :param delegate_to: The account to impersonate, if any.</span>
+<span class="sd">        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: string</span>
+<span class="sd">    :param replace: Whether you want to replace existing destination files</span>
+<span class="sd">        or not.</span>
+<span class="sd">    :type replace: bool</span>
+
+
+<span class="sd">    **Example**:</span>
+<span class="sd">    .. code-block:: python</span>
+<span class="sd">       s3_to_gcs_op = S3ToGoogleCloudStorageOperator(</span>
+<span class="sd">            task_id=&#39;s3_to_gcs_example&#39;,</span>
+<span class="sd">            bucket=&#39;my-s3-bucket&#39;,</span>
+<span class="sd">            prefix=&#39;data/customers-201804&#39;,</span>
+<span class="sd">            dest_gcs_conn_id=&#39;google_cloud_default&#39;,</span>
+<span class="sd">            dest_gcs=&#39;gs://my.gcs.bucket/some/customers/&#39;,</span>
+<span class="sd">            replace=False,</span>
+<span class="sd">            dag=my-dag)</span>
+
+<span class="sd">    Note that ``bucket``, ``prefix``, ``delimiter`` and ``dest_gcs`` are</span>
+<span class="sd">    templated, so you can use variables in them if you wish.</span>
+<span class="sd">    &quot;&quot;&quot;</span>
+
+    <span class="n">template_fields</span> <span class="o">=</span> <span class="p">(</span><span class="s1">&#39;bucket&#39;</span><span class="p">,</span> <span class="s1">&#39;prefix&#39;</span><span class="p">,</span> <span class="s1">&#39;delimiter&#39;</span><span class="p">,</span> <span class="s1">&#39;dest_gcs&#39;</span><span class="p">)</span>
+    <span class="n">ui_color</span> <span class="o">=</span> <span class="s1">&#39;#e09411&#39;</span>
+
+    <span class="nd">@apply_defaults</span>
+    <span class="k">def</span> <span class="nf">__init__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span>
+                 <span class="n">bucket</span><span class="p">,</span>
+                 <span class="n">prefix</span><span class="o">=</span><span class="s1">&#39;&#39;</span><span class="p">,</span>
+                 <span class="n">delimiter</span><span class="o">=</span><span class="s1">&#39;&#39;</span><span class="p">,</span>
+                 <span class="n">aws_conn_id</span><span class="o">=</span><span class="s1">&#39;aws_default&#39;</span><span class="p">,</span>
+                 <span class="n">dest_gcs_conn_id</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+                 <span class="n">dest_gcs</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+                 <span class="n">delegate_to</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+                 <span class="n">replace</span><span class="o">=</span><span class="kc">False</span><span class="p">,</span>
+                 <span class="o">*</span><span class="n">args</span><span class="p">,</span>
+                 <span class="o">**</span><span class="n">kwargs</span><span class="p">):</span>
+
+        <span class="nb">super</span><span class="p">(</span><span class="n">S3ToGoogleCloudStorageOperator</span><span class="p">,</span> <span class="bp">self</span><span class="p">)</span><span class="o">.</span><span class="fm">__init__</span><span class="p">(</span>
+            <span class="n">bucket</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="n">prefix</span><span class="p">,</span>
+            <span class="n">delimiter</span><span class="o">=</span><span class="n">delimiter</span><span class="p">,</span>
+            <span class="n">aws_conn_id</span><span class="o">=</span><span class="n">aws_conn_id</span><span class="p">,</span>
+            <span class="o">*</span><span class="n">args</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">dest_gcs_conn_id</span> <span class="o">=</span> <span class="n">dest_gcs_conn_id</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">dest_gcs</span> <span class="o">=</span> <span class="n">dest_gcs</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">replace</span> <span class="o">=</span> <span class="n">replace</span>
+
+        <span class="k">if</span> <span class="n">dest_gcs</span> <span class="ow">and</span> <span class="ow">not</span> <span class="bp">self</span><span class="o">.</span><span class="n">_gcs_object_is_directory</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">dest_gcs</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="s1">&#39;Destination Google Cloud Storage path is not a valid &#39;</span>
+                <span class="s1">&#39;&quot;directory&quot;, define a path that ends with a slash &quot;/&quot; or &#39;</span>
+                <span class="s1">&#39;leave it empty for the root of the bucket.&#39;</span><span class="p">)</span>
+            <span class="k">raise</span> <span class="n">AirflowException</span><span class="p">(</span><span class="s1">&#39;The destination Google Cloud Storage path &#39;</span>
+                                   <span class="s1">&#39;must end with a slash &quot;/&quot; or be empty.&#39;</span><span class="p">)</span>
+
+    <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="c1"># use the super method to list all the files in an S3 bucket/key</span>
+        <span class="n">files</span> <span class="o">=</span> <span class="nb">super</span><span class="p">(</span><span class="n">S3ToGoogleCloudStorageOperator</span><span class="p">,</span> <span class="bp">self</span><span class="p">)</span><span class="o">.</span><span class="n">execute</span><span class="p">(</span><span class="n">context</span><span class="p">)</span>
+
+        <span class="n">gcs_hook</span> <span class="o">=</span> <span class="n">GoogleCloudStorageHook</span><span class="p">(</span>
+            <span class="n">google_cloud_storage_conn_id</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">dest_gcs_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="k">if</span> <span class="ow">not</span> <span class="bp">self</span><span class="o">.</span><span class="n">replace</span><span class="p">:</span>
+            <span class="c1"># if we are not replacing -&gt; list all files in the GCS bucket</span>
+            <span class="c1"># and only keep those files which are present in</span>
+            <span class="c1"># S3 and not in Google Cloud Storage</span>
+            <span class="n">bucket_name</span><span class="p">,</span> <span class="n">object_prefix</span> <span class="o">=</span> <span class="n">_parse_gcs_url</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">dest_gcs</span><span class="p">)</span>
+            <span class="n">existing_files_prefixed</span> <span class="o">=</span> <span class="n">gcs_hook</span><span class="o">.</span><span class="n">list</span><span class="p">(</span>
+                <span class="n">bucket_name</span><span class="p">,</span> <span class="n">prefix</span><span class="o">=</span><span class="n">object_prefix</span><span class="p">)</span>
+
+            <span class="n">existing_files</span> <span class="o">=</span> <span class="p">[]</span>
+
+            <span class="k">if</span> <span class="n">existing_files_prefixed</span><span class="p">:</span>
+                <span class="c1"># Remove the object prefix itself, an empty directory was found</span>
+                <span class="k">if</span> <span class="n">object_prefix</span> <span class="ow">in</span> <span class="n">existing_files_prefixed</span><span class="p">:</span>
+                    <span class="n">existing_files_prefixed</span><span class="o">.</span><span class="n">remove</span><span class="p">(</span><span class="n">object_prefix</span><span class="p">)</span>
+
+                <span class="c1"># Remove the object prefix from all object string paths</span>
+                <span class="k">for</span> <span class="n">f</span> <span class="ow">in</span> <span class="n">existing_files_prefixed</span><span class="p">:</span>
+                    <span class="k">if</span> <span class="n">f</span><span class="o">.</span><span class="n">startswith</span><span class="p">(</span><span class="n">object_prefix</span><span class="p">):</span>
+                        <span class="n">existing_files</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">f</span><span class="p">[</span><span class="nb">len</span><span class="p">(</span><span class="n">object_prefix</span><span class="p">):])</span>
+                    <span class="k">else</span><span class="p">:</span>
+                        <span class="n">existing_files</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">f</span><span class="p">)</span>
+
+            <span class="n">files</span> <span class="o">=</span> <span class="nb">set</span><span class="p">(</span><span class="n">files</span><span class="p">)</span> <span class="o">-</span> <span class="nb">set</span><span class="p">(</span><span class="n">existing_files</span><span class="p">)</span>
+            <span class="k">if</span> <span class="nb">len</span><span class="p">(</span><span class="n">files</span><span class="p">)</span> <span class="o">&gt;</span> <span class="mi">0</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="s1">&#39;</span><span class="si">{0}</span><span class="s1"> files are going to be synced: </span><span class="si">{1}</span><span class="s1">.&#39;</span><span class="o">.</span><span class="n">format</span><span class="p">(</span>
+                    <span class="nb">len</span><span class="p">(</span><span class="n">files</span><span class="p">),</span> <span class="n">files</span><span class="p">))</span>
+            <span class="k">else</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="s1">&#39;There are no new files to sync. Have a nice day!&#39;</span><span class="p">)</span>
+
+        <span class="k">if</span> <span class="n">files</span><span class="p">:</span>
+            <span class="n">hook</span> <span class="o">=</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="k">for</span> <span class="n">file</span> <span class="ow">in</span> <span class="n">files</span><span class="p">:</span>
+                <span class="c1"># GCS hook builds its own in-memory file so we have to create</span>
+                <span class="c1"># and pass the path</span>
+                <span class="n">file_object</span> <span class="o">=</span> <span class="n">hook</span><span class="o">.</span><span class="n">get_key</span><span class="p">(</span><span class="n">file</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="k">with</span> <span class="n">NamedTemporaryFile</span><span class="p">(</span><span class="n">mode</span><span class="o">=</span><span class="s1">&#39;wb&#39;</span><span class="p">,</span> <span class="n">delete</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span> <span class="k">as</span> <span class="n">f</span><span class="p">:</span>
+                    <span class="n">file_object</span><span class="o">.</span><span class="n">download_fileobj</span><span class="p">(</span><span class="n">f</span><span class="p">)</span>
+                    <span class="n">f</span><span class="o">.</span><span class="n">flush</span><span class="p">()</span>
+
+                    <span class="n">dest_gcs_bucket</span><span class="p">,</span> <span class="n">dest_gcs_object_prefix</span> <span class="o">=</span> <span class="n">_parse_gcs_url</span><span class="p">(</span>
+                        <span class="bp">self</span><span class="o">.</span><span class="n">dest_gcs</span><span class="p">)</span>
+                    <span class="c1"># There will always be a &#39;/&#39; before file because it is</span>
+                    <span class="c1"># enforced at instantiation time</span>
+                    <span class="n">dest_gcs_object</span> <span class="o">=</span> <span class="n">dest_gcs_object_prefix</span> <span class="o">+</span> <span class="n">file</span>
+
+                    <span class="c1"># Sync is sequential and the hook already logs too much</span>
+                    <span class="c1"># so skip this for now</span>
+                    <span class="c1"># self.log.info(</span>
+                    <span class="c1">#     &#39;Saving file {0} from S3 bucket {1} in GCS bucket {2}&#39;</span>
+                    <span class="c1">#     &#39; as object {3}&#39;.format(file, self.bucket,</span>
+                    <span class="c1">#                             dest_gcs_bucket,</span>
+                    <span class="c1">#                             dest_gcs_object))</span>
+
+                    <span class="n">gcs_hook</span><span class="o">.</span><span class="n">upload</span><span class="p">(</span><span class="n">dest_gcs_bucket</span><span class="p">,</span> <span class="n">dest_gcs_object</span><span class="p">,</span> <span class="n">f</span><span class="o">.</span><span class="n">name</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;All done, uploaded </span><span class="si">%d</span><span class="s2"> files to Google Cloud Storage&quot;</span><span class="p">,</span>
+                <span class="nb">len</span><span class="p">(</span><span class="n">files</span><span class="p">))</span>
+        <span class="k">else</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="s1">&#39;In sync, no files needed to be uploaded to Google Cloud&#39;</span>
+                <span class="s1">&#39;Storage&#39;</span><span class="p">)</span>
+
+        <span class="k">return</span> <span class="n">files</span>
+
+    <span class="c1"># Following functionality may be better suited in</span>
+    <span class="c1"># airflow/contrib/hooks/gcs_hook.py</span>
+    <span class="k">def</span> <span class="nf">_gcs_object_is_directory</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="nb">object</span><span class="p">):</span>
+        <span class="n">bucket</span><span class="p">,</span> <span class="n">blob</span> <span class="o">=</span> <span class="n">_parse_gcs_url</span><span class="p">(</span><span class="nb">object</span><span class="p">)</span>
+
+        <span class="k">return</span> <span class="nb">len</span><span class="p">(</span><span class="n">blob</span><span class="p">)</span> <span class="o">==</span> <span class="mi">0</span> <span class="ow">or</span> <span class="n">blob</span><span class="o">.</span><span class="n">endswith</span><span class="p">(</span><span class="s1">&#39;/&#39;</span><span class="p">)</span></div>
+</pre></div>
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+            
+  <h1>Source code for airflow.contrib.operators.sftp_operator</h1><div class="highlight"><pre>
+<span></span><span class="c1"># -*- coding: utf-8 -*-</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="kn">from</span> <span class="nn">airflow.contrib.hooks.ssh_hook</span> <span class="k">import</span> <span class="n">SSHHook</span>
+<span class="kn">from</span> <span class="nn">airflow.exceptions</span> <span class="k">import</span> <span class="n">AirflowException</span>
+<span class="kn">from</span> <span class="nn">airflow.models</span> <span class="k">import</span> <span class="n">BaseOperator</span>
+<span class="kn">from</span> <span class="nn">airflow.utils.decorators</span> <span class="k">import</span> <span class="n">apply_defaults</span>
+
+
+<span class="k">class</span> <span class="nc">SFTPOperation</span><span class="p">(</span><span class="nb">object</span><span class="p">):</span>
+    <span class="n">PUT</span> <span class="o">=</span> <span class="s1">&#39;put&#39;</span>
+    <span class="n">GET</span> <span class="o">=</span> <span class="s1">&#39;get&#39;</span>
+
+
+<div class="viewcode-block" id="SFTPOperator"><a class="viewcode-back" href="../../../../code.html#airflow.contrib.operators.sftp_operator.SFTPOperator">[docs]</a><span class="k">class</span> <span class="nc">SFTPOperator</span><span class="p">(</span><span class="n">BaseOperator</span><span class="p">):</span>
+    <span class="sd">&quot;&quot;&quot;</span>
+<span class="sd">    SFTPOperator for transferring files from remote host to local or vice a versa.</span>
+<span class="sd">    This operator uses ssh_hook to open sftp trasport channel that serve as basis</span>
+<span class="sd">    for file transfer.</span>
+
+<span class="sd">    :param ssh_hook: predefined ssh_hook to use for remote execution</span>
+<span class="sd">    :type ssh_hook: :class:`SSHHook`</span>
+<span class="sd">    :param ssh_conn_id: connection id from airflow Connections</span>
+<span class="sd">    :type ssh_conn_id: str</span>
+<span class="sd">    :param remote_host: remote host to connect</span>
+<span class="sd">    :type remote_host: str</span>
+<span class="sd">    :param local_filepath: local file path to get or put</span>
+<span class="sd">    :type local_filepath: str</span>
+<span class="sd">    :param remote_filepath: remote file path to get or put</span>
+<span class="sd">    :type remote_filepath: str</span>
+<span class="sd">    :param operation: specify operation &#39;get&#39; or &#39;put&#39;, defaults to get</span>
+<span class="sd">    :type get: bool</span>
+<span class="sd">    &quot;&quot;&quot;</span>
+    <span class="n">template_fields</span> <span class="o">=</span> <span class="p">(</span><span class="s1">&#39;local_filepath&#39;</span><span class="p">,</span> <span class="s1">&#39;remote_filepath&#39;</span><span class="p">)</span>
+
+    <span class="nd">@apply_defaults</span>
+    <span class="k">def</span> <span class="nf">__init__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span>
+                 <span class="n">ssh_hook</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+                 <span class="n">ssh_conn_id</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+                 <span class="n">remote_host</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+                 <span class="n">local_filepath</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+                 <span class="n">remote_filepath</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+                 <span class="n">operation</span><span class="o">=</span><span class="n">SFTPOperation</span><span class="o">.</span><span class="n">PUT</span><span class="p">,</span>
+                 <span class="o">*</span><span class="n">args</span><span class="p">,</span>
+                 <span class="o">**</span><span class="n">kwargs</span><span class="p">):</span>
+        <span class="nb">super</span><span class="p">(</span><span class="n">SFTPOperator</span><span class="p">,</span> <span class="bp">self</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">args</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">ssh_hook</span> <span class="o">=</span> <span class="n">ssh_hook</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">ssh_conn_id</span> <span class="o">=</span> <span class="n">ssh_conn_id</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">remote_host</span> <span class="o">=</span> <span class="n">remote_host</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">local_filepath</span> <span class="o">=</span> <span class="n">local_filepath</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">remote_filepath</span> <span class="o">=</span> <span class="n">remote_filepath</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">operation</span> <span class="o">=</span> <span class="n">operation</span>
+        <span class="k">if</span> <span class="ow">not</span> <span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">operation</span><span class="o">.</span><span class="n">lower</span><span class="p">()</span> <span class="o">==</span> <span class="n">SFTPOperation</span><span class="o">.</span><span class="n">GET</span> <span class="ow">or</span> <span class="bp">self</span><span class="o">.</span><span class="n">operation</span><span class="o">.</span><span class="n">lower</span><span class="p">()</span> <span class="o">==</span> <span class="n">SFTPOperation</span><span class="o">.</span><span class="n">PUT</span><span class="p">):</span>
+            <span class="k">raise</span> <span class="ne">TypeError</span><span class="p">(</span><span class="s2">&quot;unsupported operation value </span><span class="si">{0}</span><span class="s2">, expected </span><span class="si">{1}</span><span class="s2"> or </span><span class="si">{2}</span><span class="s2">&quot;</span>
+                            <span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">operation</span><span class="p">,</span> <span class="n">SFTPOperation</span><span class="o">.</span><span class="n">GET</span><span class="p">,</span> <span class="n">SFTPOperation</span><span class="o">.</span><span class="n">PUT</span><span class="p">))</span>
+
+    <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="n">file_msg</span> <span class="o">=</span> <span class="kc">None</span>
+        <span class="k">try</span><span class="p">:</span>
+            <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">ssh_conn_id</span> <span class="ow">and</span> <span class="ow">not</span> <span class="bp">self</span><span class="o">.</span><span class="n">ssh_hook</span><span class="p">:</span>
+                <span class="bp">self</span><span class="o">.</span><span class="n">ssh_hook</span> <span class="o">=</span> <span class="n">SSHHook</span><span class="p">(</span><span class="n">ssh_conn_id</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">ssh_conn_id</span><span class="p">)</span>
+
+            <span class="k">if</span> <span class="ow">not</span> <span class="bp">self</span><span class="o">.</span><span class="n">ssh_hook</span><span class="p">:</span>
+                <span class="k">raise</span> <span class="n">AirflowException</span><span class="p">(</span><span class="s2">&quot;can not operate without ssh_hook or ssh_conn_id&quot;</span><span class="p">)</span>
+
+            <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">remote_host</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span><span class="p">:</span>
+                <span class="bp">self</span><span class="o">.</span><span class="n">ssh_hook</span><span class="o">.</span><span class="n">remote_host</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">remote_host</span>
+
+            <span class="n">ssh_client</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">ssh_hook</span><span class="o">.</span><span class="n">get_conn</span><span class="p">()</span>
+            <span class="n">sftp_client</span> <span class="o">=</span> <span class="n">ssh_client</span><span class="o">.</span><span class="n">open_sftp</span><span class="p">()</span>
+            <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">operation</span><span class="o">.</span><span class="n">lower</span><span class="p">()</span> <span class="o">==</span> <span class="n">SFTPOperation</span><span class="o">.</span><span class="n">GET</span><span class="p">:</span>
+                <span class="n">file_msg</span> <span class="o">=</span> <span class="s2">&quot;from </span><span class="si">{0}</span><span class="s2"> to </span><span class="si">{1}</span><span class="s2">&quot;</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">remote_filepath</span><span class="p">,</span>
+                                                    <span class="bp">self</span><span class="o">.</span><span class="n">local_filepath</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">&quot;Starting to transfer </span><span class="si">%s</span><span class="s2">&quot;</span><span class="p">,</span> <span class="n">file_msg</span><span class="p">)</span>
+                <span class="n">sftp_client</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">remote_filepath</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">local_filepath</span><span class="p">)</span>
+            <span class="k">else</span><span class="p">:</span>
+                <span class="n">file_msg</span> <span class="o">=</span> <span class="s2">&quot;from </span><span class="si">{0}</span><span class="s2"> to </span><span class="si">{1}</span><span class="s2">&quot;</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">local_filepath</span><span class="p">,</span>
+                                                    <span class="bp">self</span><span class="o">.</span><span class="n">remote_filepath</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">&quot;Starting to transfer file </span><span class="si">%s</span><span class="s2">&quot;</span><span class="p">,</span> <span class="n">file_msg</span><span class="p">)</span>
+                <span class="n">sftp_client</span><span class="o">.</span><span class="n">put</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">local_filepath</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">remote_filepath</span><span class="p">)</span>
+
+        <span class="k">except</span> <span class="ne">Exception</span> <span class="k">as</span> <span class="n">e</span><span class="p">:</span>
+            <span class="k">raise</span> <span class="n">AirflowException</span><span class="p">(</span><span class="s2">&quot;Error while transferring </span><span class="si">{0}</span><span class="s2">, error: </span><span class="si">{1}</span><span class="s2">&quot;</span>
+                                   <span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="n">file_msg</span><span class="p">,</span> <span class="nb">str</span><span class="p">(</span><span class="n">e</span><span class="p">)))</span>
+
+        <span class="k">return</span> <span class="kc">None</span></div>
+</pre></div>
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+      <li>airflow.contrib.operators.slack_webhook_operator</li>
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+            
+  <h1>Source code for airflow.contrib.operators.slack_webhook_operator</h1><div class="highlight"><pre>
+<span></span><span class="c1"># -*- coding: utf-8 -*-</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="c1">#</span>
+<span class="kn">from</span> <span class="nn">airflow.operators.http_operator</span> <span class="k">import</span> <span class="n">SimpleHttpOperator</span>
+<span class="kn">from</span> <span class="nn">airflow.utils.decorators</span> <span class="k">import</span> <span class="n">apply_defaults</span>
+<span class="kn">from</span> <span class="nn">airflow.contrib.hooks.slack_webhook_hook</span> <span class="k">import</span> <span class="n">SlackWebhookHook</span>
+
+
+<div class="viewcode-block" id="SlackWebhookOperator"><a class="viewcode-back" href="../../../../code.html#airflow.contrib.operators.slack_webhook_operator.SlackWebhookOperator">[docs]</a><span class="k">class</span> <span class="nc">SlackWebhookOperator</span><span class="p">(</span><span class="n">SimpleHttpOperator</span><span class="p">):</span>
+    <span class="sd">&quot;&quot;&quot;</span>
+<span class="sd">    This operator allows you to post messages to Slack using incoming webhooks.</span>
+<span class="sd">    Takes both Slack webhook token directly and connection that has Slack webhook token.</span>
+<span class="sd">    If both supplied, Slack webhook token will be used.</span>
+
+<span class="sd">    Each Slack webhook token can be pre-configured to use a specific channel, username and</span>
+<span class="sd">    icon. You can override these defaults in this hook.</span>
+
+<span class="sd">    :param conn_id: connection that has Slack webhook token in the extra field</span>
+<span class="sd">    :type conn_id: str</span>
+<span class="sd">    :param webhook_token: Slack webhook token</span>
+<span class="sd">    :type webhook_token: str</span>
+<span class="sd">    :param message: The message you want to send on Slack</span>
+<span class="sd">    :type message: str</span>
+<span class="sd">    :param channel: The channel the message should be posted to</span>
+<span class="sd">    :type channel: str</span>
+<span class="sd">    :param username: The username to post to slack with</span>
+<span class="sd">    :type username: str</span>
+<span class="sd">    :param icon_emoji: The emoji to use as icon for the user posting to Slack</span>
+<span class="sd">    :type icon_emoji: str</span>
+<span class="sd">    :param link_names: Whether or not to find and link channel and usernames in your</span>
+<span class="sd">                       message</span>
+<span class="sd">    :type link_names: bool</span>
+<span class="sd">    :param proxy: Proxy to use to make the Slack webhook call</span>
+<span class="sd">    :type proxy: str</span>
+<span class="sd">    &quot;&quot;&quot;</span>
+
+    <span class="nd">@apply_defaults</span>
+    <span class="k">def</span> <span class="nf">__init__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span>
+                 <span class="n">http_conn_id</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+                 <span class="n">webhook_token</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+                 <span class="n">message</span><span class="o">=</span><span class="s2">&quot;&quot;</span><span class="p">,</span>
+                 <span class="n">channel</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+                 <span class="n">username</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+                 <span class="n">icon_emoji</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+                 <span class="n">link_names</span><span class="o">=</span><span class="kc">False</span><span class="p">,</span>
+                 <span class="n">proxy</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+                 <span class="o">*</span><span class="n">args</span><span class="p">,</span>
+                 <span class="o">**</span><span class="n">kwargs</span><span class="p">):</span>
+        <span class="nb">super</span><span class="p">(</span><span class="n">SlackWebhookOperator</span><span class="p">,</span> <span class="bp">self</span><span class="p">)</span><span class="o">.</span><span class="fm">__init__</span><span class="p">(</span><span class="n">endpoint</span><span class="o">=</span><span class="n">webhook_token</span><span class="p">,</span>
+                                                   <span class="o">*</span><span class="n">args</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">http_conn_id</span> <span class="o">=</span> <span class="n">http_conn_id</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">webhook_token</span> <span class="o">=</span> <span class="n">webhook_token</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">message</span> <span class="o">=</span> <span class="n">message</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">channel</span> <span class="o">=</span> <span class="n">channel</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">username</span> <span class="o">=</span> <span class="n">username</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">icon_emoji</span> <span class="o">=</span> <span class="n">icon_emoji</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">link_names</span> <span class="o">=</span> <span class="n">link_names</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">proxy</span> <span class="o">=</span> <span class="n">proxy</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">hook</span> <span class="o">=</span> <span class="kc">None</span>
+
+<div class="viewcode-block" id="SlackWebhookOperator.execute"><a class="viewcode-back" href="../../../../code.html#airflow.contrib.operators.slack_webhook_operator.SlackWebhookOperator.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="sd">&quot;&quot;&quot;</span>
+<span class="sd">        Call the SparkSqlHook to run the provided sql query</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">hook</span> <span class="o">=</span> <span class="n">SlackWebhookHook</span><span class="p">(</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">http_conn_id</span><span class="p">,</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">webhook_token</span><span class="p">,</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">message</span><span class="p">,</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">channel</span><span class="p">,</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">username</span><span class="p">,</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">icon_emoji</span><span class="p">,</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">link_names</span><span class="p">,</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">proxy</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">execute</span><span class="p">()</span></div></div>
+</pre></div>
+
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