http://git-wip-us.apache.org/repos/asf/incubator-airflow-site/blob/1f06fa0e/_modules/airflow/contrib/operators/pubsub_operator.html
----------------------------------------------------------------------
diff --git a/_modules/airflow/contrib/operators/pubsub_operator.html 
b/_modules/airflow/contrib/operators/pubsub_operator.html
index 44fa17e..38a471e 100644
--- a/_modules/airflow/contrib/operators/pubsub_operator.html
+++ b/_modules/airflow/contrib/operators/pubsub_operator.html
@@ -250,12 +250,12 @@
         <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="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>
+<div class="viewcode-block" id="PubSubTopicCreateOperator.execute"><a 
class="viewcode-back" 
href="../../../../code.html#airflow.contrib.operators.pubsub_operator.PubSubTopicCreateOperator.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="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">hook</span><span class="o">.</span><span 
class="n">create_topic</span><span class="p">(</span><span 
class="bp">self</span><span class="o">.</span><span 
class="n">project</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">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></div>
+                          <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></div></div>
 
 
 <div class="viewcode-block" id="PubSubSubscriptionCreateOperator"><a 
class="viewcode-back" 
href="../../../../code.html#airflow.contrib.operators.pubsub_operator.PubSubSubscriptionCreateOperator">[docs]</a><span
 class="k">class</span> <span 
class="nc">PubSubSubscriptionCreateOperator</span><span class="p">(</span><span 
class="n">BaseOperator</span><span class="p">):</span>
@@ -358,14 +358,14 @@
         <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="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>
+<div class="viewcode-block" id="PubSubSubscriptionCreateOperator.execute"><a 
class="viewcode-back" 
href="../../../../code.html#airflow.contrib.operators.pubsub_operator.PubSubSubscriptionCreateOperator.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="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="k">return</span> <span class="n">hook</span><span 
class="o">.</span><span class="n">create_subscription</span><span 
class="p">(</span>
             <span class="bp">self</span><span class="o">.</span><span 
class="n">topic_project</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="bp">self</span><span class="o">.</span><span 
class="n">subscription</span><span class="p">,</span>
             <span class="bp">self</span><span class="o">.</span><span 
class="n">subscription_project</span><span class="p">,</span> <span 
class="bp">self</span><span class="o">.</span><span 
class="n">ack_deadline_secs</span><span class="p">,</span>
-            <span class="bp">self</span><span class="o">.</span><span 
class="n">fail_if_exists</span><span class="p">)</span></div>
+            <span class="bp">self</span><span class="o">.</span><span 
class="n">fail_if_exists</span><span class="p">)</span></div></div>
 
 
 <div class="viewcode-block" id="PubSubTopicDeleteOperator"><a 
class="viewcode-back" 
href="../../../../code.html#airflow.contrib.operators.pubsub_operator.PubSubTopicDeleteOperator">[docs]</a><span
 class="k">class</span> <span class="nc">PubSubTopicDeleteOperator</span><span 
class="p">(</span><span class="n">BaseOperator</span><span class="p">):</span>
@@ -434,12 +434,12 @@
         <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="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>
+<div class="viewcode-block" id="PubSubTopicDeleteOperator.execute"><a 
class="viewcode-back" 
href="../../../../code.html#airflow.contrib.operators.pubsub_operator.PubSubTopicDeleteOperator.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="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">hook</span><span class="o">.</span><span 
class="n">delete_topic</span><span class="p">(</span><span 
class="bp">self</span><span class="o">.</span><span 
class="n">project</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">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></div>
+                          <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></div></div>
 
 
 <div class="viewcode-block" id="PubSubSubscriptionDeleteOperator"><a 
class="viewcode-back" 
href="../../../../code.html#airflow.contrib.operators.pubsub_operator.PubSubSubscriptionDeleteOperator">[docs]</a><span
 class="k">class</span> <span 
class="nc">PubSubSubscriptionDeleteOperator</span><span class="p">(</span><span 
class="n">BaseOperator</span><span class="p">):</span>
@@ -510,12 +510,12 @@
         <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="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>
+<div class="viewcode-block" id="PubSubSubscriptionDeleteOperator.execute"><a 
class="viewcode-back" 
href="../../../../code.html#airflow.contrib.operators.pubsub_operator.PubSubSubscriptionDeleteOperator.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="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">hook</span><span class="o">.</span><span 
class="n">delete_subscription</span><span class="p">(</span><span 
class="bp">self</span><span class="o">.</span><span 
class="n">project</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">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></div>
+                                 <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></div></div>
 
 
 <div class="viewcode-block" id="PubSubPublishOperator"><a 
class="viewcode-back" 
href="../../../../code.html#airflow.contrib.operators.pubsub_operator.PubSubPublishOperator">[docs]</a><span
 class="k">class</span> <span class="nc">PubSubPublishOperator</span><span 
class="p">(</span><span class="n">BaseOperator</span><span class="p">):</span>
@@ -588,10 +588,10 @@
         <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="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>
+<div class="viewcode-block" id="PubSubPublishOperator.execute"><a 
class="viewcode-back" 
href="../../../../code.html#airflow.contrib.operators.pubsub_operator.PubSubPublishOperator.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="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">hook</span><span class="o">.</span><span 
class="n">publish</span><span class="p">(</span><span 
class="bp">self</span><span class="o">.</span><span 
class="n">project</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="bp">self</span><span class="o">.</span><span 
class="n">messages</span><span class="p">)</span></div>
+        <span class="n">hook</span><span class="o">.</span><span 
class="n">publish</span><span class="p">(</span><span 
class="bp">self</span><span class="o">.</span><span 
class="n">project</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="bp">self</span><span class="o">.</span><span 
class="n">messages</span><span class="p">)</span></div></div>
 </pre></div>
 
            </div>
@@ -622,20 +622,13 @@
 
   
 
-    <script type="text/javascript">
-        var DOCUMENTATION_OPTIONS = {
-            URL_ROOT:'../../../../',
-            VERSION:'',
-            LANGUAGE:'None',
-            COLLAPSE_INDEX:false,
-            FILE_SUFFIX:'.html',
-            HAS_SOURCE:  true,
-            SOURCELINK_SUFFIX: '.txt'
-        };
-    </script>
-      <script type="text/javascript" 
src="../../../../_static/jquery.js"></script>
-      <script type="text/javascript" 
src="../../../../_static/underscore.js"></script>
-      <script type="text/javascript" 
src="../../../../_static/doctools.js"></script>
+    
+    
+      <script type="text/javascript" id="documentation_options" 
data-url_root="../../../../" 
src="../../../../_static/documentation_options.js"></script>
+        <script type="text/javascript" 
src="../../../../_static/jquery.js"></script>
+        <script type="text/javascript" 
src="../../../../_static/underscore.js"></script>
+        <script type="text/javascript" 
src="../../../../_static/doctools.js"></script>
+    
 
   
 

http://git-wip-us.apache.org/repos/asf/incubator-airflow-site/blob/1f06fa0e/_modules/airflow/contrib/operators/qubole_check_operator.html
----------------------------------------------------------------------
diff --git a/_modules/airflow/contrib/operators/qubole_check_operator.html 
b/_modules/airflow/contrib/operators/qubole_check_operator.html
index 0d54850..4a9c63e 100644
--- a/_modules/airflow/contrib/operators/qubole_check_operator.html
+++ b/_modules/airflow/contrib/operators/qubole_check_operator.html
@@ -245,12 +245,12 @@
         <span class="bp">self</span><span class="o">.</span><span 
class="n">on_failure_callback</span> <span class="o">=</span> <span 
class="n">QuboleCheckHook</span><span class="o">.</span><span 
class="n">handle_failure_retry</span>
         <span class="bp">self</span><span class="o">.</span><span 
class="n">on_retry_callback</span> <span class="o">=</span> <span 
class="n">QuboleCheckHook</span><span class="o">.</span><span 
class="n">handle_failure_retry</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="o">=</span><span 
class="kc">None</span><span class="p">):</span>
+<div class="viewcode-block" id="QuboleCheckOperator.execute"><a 
class="viewcode-back" 
href="../../../../code.html#airflow.contrib.operators.qubole_check_operator.QuboleCheckOperator.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="o">=</span><span 
class="kc">None</span><span class="p">):</span>
         <span class="k">try</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="bp">self</span><span class="o">.</span><span 
class="n">get_hook</span><span class="p">(</span><span 
class="n">context</span><span class="o">=</span><span 
class="n">context</span><span class="p">)</span>
             <span class="nb">super</span><span class="p">(</span><span 
class="n">QuboleCheckOperator</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="o">=</span><span 
class="n">context</span><span class="p">)</span>
         <span class="k">except</span> <span class="n">AirflowException</span> 
<span class="k">as</span> <span class="n">e</span><span class="p">:</span>
-            <span class="n">handle_airflow_exception</span><span 
class="p">(</span><span class="n">e</span><span class="p">,</span> <span 
class="bp">self</span><span class="o">.</span><span 
class="n">get_hook</span><span class="p">())</span>
+            <span class="n">handle_airflow_exception</span><span 
class="p">(</span><span class="n">e</span><span class="p">,</span> <span 
class="bp">self</span><span class="o">.</span><span 
class="n">get_hook</span><span class="p">())</span></div>
 
     <span class="k">def</span> <span class="nf">get_db_hook</span><span 
class="p">(</span><span class="bp">self</span><span class="p">):</span>
         <span class="k">return</span> <span class="bp">self</span><span 
class="o">.</span><span class="n">get_hook</span><span class="p">()</span>
@@ -332,12 +332,12 @@
         <span class="bp">self</span><span class="o">.</span><span 
class="n">on_failure_callback</span> <span class="o">=</span> <span 
class="n">QuboleCheckHook</span><span class="o">.</span><span 
class="n">handle_failure_retry</span>
         <span class="bp">self</span><span class="o">.</span><span 
class="n">on_retry_callback</span> <span class="o">=</span> <span 
class="n">QuboleCheckHook</span><span class="o">.</span><span 
class="n">handle_failure_retry</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="o">=</span><span 
class="kc">None</span><span class="p">):</span>
+<div class="viewcode-block" id="QuboleValueCheckOperator.execute"><a 
class="viewcode-back" 
href="../../../../code.html#airflow.contrib.operators.qubole_check_operator.QuboleValueCheckOperator.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="o">=</span><span 
class="kc">None</span><span class="p">):</span>
         <span class="k">try</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="bp">self</span><span class="o">.</span><span 
class="n">get_hook</span><span class="p">(</span><span 
class="n">context</span><span class="o">=</span><span 
class="n">context</span><span class="p">)</span>
             <span class="nb">super</span><span class="p">(</span><span 
class="n">QuboleValueCheckOperator</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="o">=</span><span 
class="n">context</span><span class="p">)</span>
         <span class="k">except</span> <span class="n">AirflowException</span> 
<span class="k">as</span> <span class="n">e</span><span class="p">:</span>
-            <span class="n">handle_airflow_exception</span><span 
class="p">(</span><span class="n">e</span><span class="p">,</span> <span 
class="bp">self</span><span class="o">.</span><span 
class="n">get_hook</span><span class="p">())</span>
+            <span class="n">handle_airflow_exception</span><span 
class="p">(</span><span class="n">e</span><span class="p">,</span> <span 
class="bp">self</span><span class="o">.</span><span 
class="n">get_hook</span><span class="p">())</span></div>
 
     <span class="k">def</span> <span class="nf">get_db_hook</span><span 
class="p">(</span><span class="bp">self</span><span class="p">):</span>
         <span class="k">return</span> <span class="bp">self</span><span 
class="o">.</span><span class="n">get_hook</span><span class="p">()</span>
@@ -414,20 +414,13 @@
 
   
 
-    <script type="text/javascript">
-        var DOCUMENTATION_OPTIONS = {
-            URL_ROOT:'../../../../',
-            VERSION:'',
-            LANGUAGE:'None',
-            COLLAPSE_INDEX:false,
-            FILE_SUFFIX:'.html',
-            HAS_SOURCE:  true,
-            SOURCELINK_SUFFIX: '.txt'
-        };
-    </script>
-      <script type="text/javascript" 
src="../../../../_static/jquery.js"></script>
-      <script type="text/javascript" 
src="../../../../_static/underscore.js"></script>
-      <script type="text/javascript" 
src="../../../../_static/doctools.js"></script>
+    
+    
+      <script type="text/javascript" id="documentation_options" 
data-url_root="../../../../" 
src="../../../../_static/documentation_options.js"></script>
+        <script type="text/javascript" 
src="../../../../_static/jquery.js"></script>
+        <script type="text/javascript" 
src="../../../../_static/underscore.js"></script>
+        <script type="text/javascript" 
src="../../../../_static/doctools.js"></script>
+    
 
   
 

http://git-wip-us.apache.org/repos/asf/incubator-airflow-site/blob/1f06fa0e/_modules/airflow/contrib/operators/qubole_operator.html
----------------------------------------------------------------------
diff --git a/_modules/airflow/contrib/operators/qubole_operator.html 
b/_modules/airflow/contrib/operators/qubole_operator.html
index 9832afc..a60bc8e 100644
--- a/_modules/airflow/contrib/operators/qubole_operator.html
+++ b/_modules/airflow/contrib/operators/qubole_operator.html
@@ -302,11 +302,11 @@
         <span class="k">if</span> <span class="bp">self</span><span 
class="o">.</span><span class="n">on_retry_callback</span> <span 
class="ow">is</span> <span class="kc">None</span><span class="p">:</span>
             <span class="bp">self</span><span class="o">.</span><span 
class="n">on_retry_callback</span> <span class="o">=</span> <span 
class="n">QuboleHook</span><span class="o">.</span><span 
class="n">handle_failure_retry</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="k">return</span> <span class="bp">self</span><span 
class="o">.</span><span class="n">get_hook</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>
+<div class="viewcode-block" id="QuboleOperator.execute"><a 
class="viewcode-back" 
href="../../../../code.html#airflow.contrib.operators.qubole_operator.QuboleOperator.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="k">return</span> <span class="bp">self</span><span 
class="o">.</span><span class="n">get_hook</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></div>
 
-    <span class="k">def</span> <span class="nf">on_kill</span><span 
class="p">(</span><span class="bp">self</span><span class="p">,</span> <span 
class="n">ti</span><span class="o">=</span><span class="kc">None</span><span 
class="p">):</span>
-        <span class="bp">self</span><span class="o">.</span><span 
class="n">get_hook</span><span class="p">()</span><span class="o">.</span><span 
class="n">kill</span><span class="p">(</span><span class="n">ti</span><span 
class="p">)</span>
+<div class="viewcode-block" id="QuboleOperator.on_kill"><a 
class="viewcode-back" 
href="../../../../code.html#airflow.contrib.operators.qubole_operator.QuboleOperator.on_kill">[docs]</a>
    <span class="k">def</span> <span class="nf">on_kill</span><span 
class="p">(</span><span class="bp">self</span><span class="p">,</span> <span 
class="n">ti</span><span class="o">=</span><span class="kc">None</span><span 
class="p">):</span>
+        <span class="bp">self</span><span class="o">.</span><span 
class="n">get_hook</span><span class="p">()</span><span class="o">.</span><span 
class="n">kill</span><span class="p">(</span><span class="n">ti</span><span 
class="p">)</span></div>
 
     <span class="k">def</span> <span class="nf">get_results</span><span 
class="p">(</span><span class="bp">self</span><span class="p">,</span> <span 
class="n">ti</span><span class="o">=</span><span class="kc">None</span><span 
class="p">,</span> <span class="n">fp</span><span class="o">=</span><span 
class="kc">None</span><span class="p">,</span> <span 
class="n">inline</span><span class="o">=</span><span 
class="kc">True</span><span class="p">,</span> <span 
class="n">delim</span><span class="o">=</span><span class="kc">None</span><span 
class="p">,</span> <span class="n">fetch</span><span class="o">=</span><span 
class="kc">True</span><span class="p">):</span>
         <span class="k">return</span> <span class="bp">self</span><span 
class="o">.</span><span class="n">get_hook</span><span class="p">()</span><span 
class="o">.</span><span class="n">get_results</span><span 
class="p">(</span><span class="n">ti</span><span class="p">,</span> <span 
class="n">fp</span><span class="p">,</span> <span class="n">inline</span><span 
class="p">,</span> <span class="n">delim</span><span class="p">,</span> <span 
class="n">fetch</span><span class="p">)</span>
@@ -365,20 +365,13 @@
 
   
 
-    <script type="text/javascript">
-        var DOCUMENTATION_OPTIONS = {
-            URL_ROOT:'../../../../',
-            VERSION:'',
-            LANGUAGE:'None',
-            COLLAPSE_INDEX:false,
-            FILE_SUFFIX:'.html',
-            HAS_SOURCE:  true,
-            SOURCELINK_SUFFIX: '.txt'
-        };
-    </script>
-      <script type="text/javascript" 
src="../../../../_static/jquery.js"></script>
-      <script type="text/javascript" 
src="../../../../_static/underscore.js"></script>
-      <script type="text/javascript" 
src="../../../../_static/doctools.js"></script>
+    
+    
+      <script type="text/javascript" id="documentation_options" 
data-url_root="../../../../" 
src="../../../../_static/documentation_options.js"></script>
+        <script type="text/javascript" 
src="../../../../_static/jquery.js"></script>
+        <script type="text/javascript" 
src="../../../../_static/underscore.js"></script>
+        <script type="text/javascript" 
src="../../../../_static/doctools.js"></script>
+    
 
   
 

http://git-wip-us.apache.org/repos/asf/incubator-airflow-site/blob/1f06fa0e/_modules/airflow/contrib/operators/s3_list_operator.html
----------------------------------------------------------------------
diff --git a/_modules/airflow/contrib/operators/s3_list_operator.html 
b/_modules/airflow/contrib/operators/s3_list_operator.html
index d2167d2..d436639 100644
--- a/_modules/airflow/contrib/operators/s3_list_operator.html
+++ b/_modules/airflow/contrib/operators/s3_list_operator.html
@@ -230,7 +230,7 @@
         <span class="bp">self</span><span class="o">.</span><span 
class="n">delimiter</span> <span class="o">=</span> <span 
class="n">delimiter</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="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>
+<div class="viewcode-block" id="S3ListOperator.execute"><a 
class="viewcode-back" 
href="../../../../integration.html#airflow.contrib.operators.s3_list_operator.S3ListOperator.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="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="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>
@@ -240,7 +240,7 @@
         <span class="k">return</span> <span class="n">hook</span><span 
class="o">.</span><span class="n">list_keys</span><span class="p">(</span>
             <span class="n">bucket_name</span><span class="o">=</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>
-            <span class="n">delimiter</span><span class="o">=</span><span 
class="bp">self</span><span class="o">.</span><span 
class="n">delimiter</span><span class="p">)</span></div>
+            <span class="n">delimiter</span><span class="o">=</span><span 
class="bp">self</span><span class="o">.</span><span 
class="n">delimiter</span><span class="p">)</span></div></div>
 </pre></div>
 
            </div>
@@ -271,20 +271,13 @@
 
   
 
-    <script type="text/javascript">
-        var DOCUMENTATION_OPTIONS = {
-            URL_ROOT:'../../../../',
-            VERSION:'',
-            LANGUAGE:'None',
-            COLLAPSE_INDEX:false,
-            FILE_SUFFIX:'.html',
-            HAS_SOURCE:  true,
-            SOURCELINK_SUFFIX: '.txt'
-        };
-    </script>
-      <script type="text/javascript" 
src="../../../../_static/jquery.js"></script>
-      <script type="text/javascript" 
src="../../../../_static/underscore.js"></script>
-      <script type="text/javascript" 
src="../../../../_static/doctools.js"></script>
+    
+    
+      <script type="text/javascript" id="documentation_options" 
data-url_root="../../../../" 
src="../../../../_static/documentation_options.js"></script>
+        <script type="text/javascript" 
src="../../../../_static/jquery.js"></script>
+        <script type="text/javascript" 
src="../../../../_static/underscore.js"></script>
+        <script type="text/javascript" 
src="../../../../_static/doctools.js"></script>
+    
 
   
 

http://git-wip-us.apache.org/repos/asf/incubator-airflow-site/blob/1f06fa0e/_modules/airflow/contrib/operators/s3_to_gcs_operator.html
----------------------------------------------------------------------
diff --git a/_modules/airflow/contrib/operators/s3_to_gcs_operator.html 
b/_modules/airflow/contrib/operators/s3_to_gcs_operator.html
index bd351a6..c43f1f4 100644
--- a/_modules/airflow/contrib/operators/s3_to_gcs_operator.html
+++ b/_modules/airflow/contrib/operators/s3_to_gcs_operator.html
@@ -268,7 +268,7 @@
             <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>
+<div class="viewcode-block" id="S3ToGoogleCloudStorageOperator.execute"><a 
class="viewcode-back" 
href="../../../../integration.html#airflow.contrib.operators.s3_to_gcs_operator.S3ToGoogleCloudStorageOperator.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="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>
 
@@ -341,7 +341,7 @@
                 <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="k">return</span> <span class="n">files</span></div>
 
     <span class="c1"># Following functionality may be better suited in</span>
     <span class="c1"># airflow/contrib/hooks/gcs_hook.py</span>
@@ -379,20 +379,13 @@
 
   
 
-    <script type="text/javascript">
-        var DOCUMENTATION_OPTIONS = {
-            URL_ROOT:'../../../../',
-            VERSION:'',
-            LANGUAGE:'None',
-            COLLAPSE_INDEX:false,
-            FILE_SUFFIX:'.html',
-            HAS_SOURCE:  true,
-            SOURCELINK_SUFFIX: '.txt'
-        };
-    </script>
-      <script type="text/javascript" 
src="../../../../_static/jquery.js"></script>
-      <script type="text/javascript" 
src="../../../../_static/underscore.js"></script>
-      <script type="text/javascript" 
src="../../../../_static/doctools.js"></script>
+    
+    
+      <script type="text/javascript" id="documentation_options" 
data-url_root="../../../../" 
src="../../../../_static/documentation_options.js"></script>
+        <script type="text/javascript" 
src="../../../../_static/jquery.js"></script>
+        <script type="text/javascript" 
src="../../../../_static/underscore.js"></script>
+        <script type="text/javascript" 
src="../../../../_static/doctools.js"></script>
+    
 
   
 

http://git-wip-us.apache.org/repos/asf/incubator-airflow-site/blob/1f06fa0e/_modules/airflow/contrib/operators/sagemaker_base_operator.html
----------------------------------------------------------------------
diff --git a/_modules/airflow/contrib/operators/sagemaker_base_operator.html 
b/_modules/airflow/contrib/operators/sagemaker_base_operator.html
new file mode 100644
index 0000000..e7a3303
--- /dev/null
+++ b/_modules/airflow/contrib/operators/sagemaker_base_operator.html
@@ -0,0 +1,311 @@
+
+
+<!DOCTYPE html>
+<!--[if IE 8]><html class="no-js lt-ie9" lang="en" > <![endif]-->
+<!--[if gt IE 8]><!--> <html class="no-js" lang="en" > <!--<![endif]-->
+<head>
+  <meta charset="utf-8">
+  
+  <meta name="viewport" content="width=device-width, initial-scale=1.0">
+  
+  <title>airflow.contrib.operators.sagemaker_base_operator &mdash; Airflow 
Documentation</title>
+  
+
+  
+  
+  
+  
+
+  
+
+  
+  
+    
+
+  
+
+  <link rel="stylesheet" href="../../../../_static/css/theme.css" 
type="text/css" />
+  <link rel="stylesheet" href="../../../../_static/pygments.css" 
type="text/css" />
+    <link rel="index" title="Index" href="../../../../genindex.html" />
+    <link rel="search" title="Search" href="../../../../search.html" /> 
+
+  
+  <script src="../../../../_static/js/modernizr.min.js"></script>
+
+</head>
+
+<body class="wy-body-for-nav">
+
+   
+  <div class="wy-grid-for-nav">
+
+    
+    <nav data-toggle="wy-nav-shift" class="wy-nav-side">
+      <div class="wy-side-scroll">
+        <div class="wy-side-nav-search">
+          
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+          
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+          
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+<div role="search">
+  <form id="rtd-search-form" class="wy-form" action="../../../../search.html" 
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+    <input type="text" name="q" placeholder="Search docs" />
+    <input type="hidden" name="check_keywords" value="yes" />
+    <input type="hidden" name="area" value="default" />
+  </form>
+</div>
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+        </div>
+
+        <div class="wy-menu wy-menu-vertical" data-spy="affix" 
role="navigation" aria-label="main navigation">
+          
+            
+            
+              
+            
+            
+              <ul>
+<li class="toctree-l1"><a class="reference internal" 
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+<li class="toctree-l1"><a class="reference internal" 
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+<li class="toctree-l1"><a class="reference internal" 
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+<li class="toctree-l1"><a class="reference internal" 
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+<li class="toctree-l1"><a class="reference internal" 
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+<li class="toctree-l1"><a class="reference internal" 
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+<li class="toctree-l1"><a class="reference internal" 
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+<li class="toctree-l1"><a class="reference internal" 
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+<li class="toctree-l1"><a class="reference internal" 
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+<li class="toctree-l1"><a class="reference internal" 
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+<li class="toctree-l1"><a class="reference internal" 
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+</ul>
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+
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+          <a href="../../../../index.html">Airflow</a>
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+      <div class="wy-nav-content">
+        
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+<div role="navigation" aria-label="breadcrumbs navigation">
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+    
+      <li><a href="../../../../index.html">Docs</a> &raquo;</li>
+        
+          <li><a href="../../../index.html">Module code</a> &raquo;</li>
+        
+      <li>airflow.contrib.operators.sagemaker_base_operator</li>
+    
+    
+      <li class="wy-breadcrumbs-aside">
+        
+      </li>
+    
+  </ul>
+
+  
+  <hr/>
+</div>
+          <div role="main" class="document" itemscope="itemscope" 
itemtype="http://schema.org/Article";>
+           <div itemprop="articleBody">
+            
+  <h1>Source code for 
airflow.contrib.operators.sagemaker_base_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">import</span> <span class="nn">json</span>
+
+<span class="kn">from</span> <span 
class="nn">airflow.contrib.hooks.sagemaker_hook</span> <span 
class="k">import</span> <span class="n">SageMakerHook</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>
+
+
+<div class="viewcode-block" id="SageMakerBaseOperator"><a 
class="viewcode-back" 
href="../../../../code.html#airflow.contrib.operators.sagemaker_base_operator.SageMakerBaseOperator">[docs]</a><span
 class="k">class</span> <span class="nc">SageMakerBaseOperator</span><span 
class="p">(</span><span class="n">BaseOperator</span><span class="p">):</span>
+    <span class="sd">&quot;&quot;&quot;</span>
+<span class="sd">    This is the base operator for all SageMaker 
operators.</span>
+
+<span class="sd">    :param config: The configuration necessary to start a 
training job (templated)</span>
+<span class="sd">    :type config: dict</span>
+<span class="sd">    :param aws_conn_id: The AWS connection ID to use.</span>
+<span class="sd">    :type aws_conn_id: str</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;config&#39;</span><span 
class="p">]</span>
+    <span class="n">template_ext</span> <span class="o">=</span> <span 
class="p">()</span>
+    <span class="n">ui_color</span> <span class="o">=</span> <span 
class="s1">&#39;#ededed&#39;</span>
+
+    <span class="n">integer_fields</span> <span class="o">=</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">config</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="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">SageMakerBaseOperator</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">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">config</span> <span class="o">=</span> <span class="n">config</span>
+        <span class="bp">self</span><span class="o">.</span><span 
class="n">hook</span> <span class="o">=</span> <span class="kc">None</span>
+
+    <span class="k">def</span> <span class="nf">parse_integer</span><span 
class="p">(</span><span class="bp">self</span><span class="p">,</span> <span 
class="n">config</span><span class="p">,</span> <span 
class="n">field</span><span class="p">):</span>
+        <span class="k">if</span> <span class="nb">len</span><span 
class="p">(</span><span class="n">field</span><span class="p">)</span> <span 
class="o">==</span> <span class="mi">1</span><span class="p">:</span>
+            <span class="k">if</span> <span class="nb">isinstance</span><span 
class="p">(</span><span class="n">config</span><span class="p">,</span> <span 
class="nb">list</span><span class="p">):</span>
+                <span class="k">for</span> <span class="n">sub_config</span> 
<span class="ow">in</span> <span class="n">config</span><span class="p">:</span>
+                    <span class="bp">self</span><span class="o">.</span><span 
class="n">parse_integer</span><span class="p">(</span><span 
class="n">sub_config</span><span class="p">,</span> <span 
class="n">field</span><span class="p">)</span>
+                <span class="k">return</span>
+            <span class="n">head</span> <span class="o">=</span> <span 
class="n">field</span><span class="p">[</span><span class="mi">0</span><span 
class="p">]</span>
+            <span class="k">if</span> <span class="n">head</span> <span 
class="ow">in</span> <span class="n">config</span><span class="p">:</span>
+                <span class="n">config</span><span class="p">[</span><span 
class="n">head</span><span class="p">]</span> <span class="o">=</span> <span 
class="nb">int</span><span class="p">(</span><span class="n">config</span><span 
class="p">[</span><span class="n">head</span><span class="p">])</span>
+            <span class="k">return</span>
+
+        <span class="k">if</span> <span class="nb">isinstance</span><span 
class="p">(</span><span class="n">config</span><span class="p">,</span> <span 
class="nb">list</span><span class="p">):</span>
+            <span class="k">for</span> <span class="n">sub_config</span> <span 
class="ow">in</span> <span class="n">config</span><span class="p">:</span>
+                <span class="bp">self</span><span class="o">.</span><span 
class="n">parse_integer</span><span class="p">(</span><span 
class="n">sub_config</span><span class="p">,</span> <span 
class="n">field</span><span class="p">)</span>
+            <span class="k">return</span>
+
+        <span class="n">head</span><span class="p">,</span> <span 
class="n">tail</span> <span class="o">=</span> <span 
class="n">field</span><span class="p">[</span><span class="mi">0</span><span 
class="p">],</span> <span class="n">field</span><span class="p">[</span><span 
class="mi">1</span><span class="p">:]</span>
+        <span class="k">if</span> <span class="n">head</span> <span 
class="ow">in</span> <span class="n">config</span><span class="p">:</span>
+            <span class="bp">self</span><span class="o">.</span><span 
class="n">parse_integer</span><span class="p">(</span><span 
class="n">config</span><span class="p">[</span><span class="n">head</span><span 
class="p">],</span> <span class="n">tail</span><span class="p">)</span>
+        <span class="k">return</span>
+
+    <span class="k">def</span> <span 
class="nf">parse_config_integers</span><span class="p">(</span><span 
class="bp">self</span><span class="p">):</span>
+        <span class="c1"># Parse the integer fields of training config to 
integers</span>
+        <span class="c1"># in case the config is rendered by Jinja and all 
fields are str</span>
+        <span class="k">for</span> <span class="n">field</span> <span 
class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span 
class="n">integer_fields</span><span class="p">:</span>
+            <span class="bp">self</span><span class="o">.</span><span 
class="n">parse_integer</span><span class="p">(</span><span 
class="bp">self</span><span class="o">.</span><span 
class="n">config</span><span class="p">,</span> <span 
class="n">field</span><span class="p">)</span>
+
+    <span class="k">def</span> <span class="nf">expand_role</span><span 
class="p">(</span><span class="bp">self</span><span class="p">):</span>
+        <span class="k">pass</span>
+
+    <span class="k">def</span> <span class="nf">preprocess_config</span><span 
class="p">(</span><span class="bp">self</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;Preprocessing the config and doing required 
s3_operations&#39;</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">SageMakerHook</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="bp">self</span><span class="o">.</span><span 
class="n">hook</span><span class="o">.</span><span 
class="n">configure_s3_resources</span><span class="p">(</span><span 
class="bp">self</span><span class="o">.</span><span 
class="n">config</span><span class="p">)</span>
+        <span class="bp">self</span><span class="o">.</span><span 
class="n">parse_config_integers</span><span class="p">()</span>
+        <span class="bp">self</span><span class="o">.</span><span 
class="n">expand_role</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;After preprocessing the config 
is:</span><span class="se">\n</span><span class="s1"> </span><span 
class="si">{}</span><span class="s1">&#39;</span><span class="o">.</span><span 
class="n">format</span><span class="p">(</span>
+                <span class="n">json</span><span class="o">.</span><span 
class="n">dumps</span><span class="p">(</span><span class="bp">self</span><span 
class="o">.</span><span class="n">config</span><span class="p">,</span> <span 
class="n">sort_keys</span><span class="o">=</span><span 
class="kc">True</span><span class="p">,</span> <span 
class="n">indent</span><span class="o">=</span><span class="mi">4</span><span 
class="p">,</span> <span class="n">separators</span><span 
class="o">=</span><span class="p">(</span><span 
class="s1">&#39;,&#39;</span><span class="p">,</span> <span class="s1">&#39;: 
&#39;</span><span class="p">)))</span>
+        <span class="p">)</span>
+
+<div class="viewcode-block" id="SageMakerBaseOperator.execute"><a 
class="viewcode-back" 
href="../../../../code.html#airflow.contrib.operators.sagemaker_base_operator.SageMakerBaseOperator.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="k">raise</span> <span 
class="ne">NotImplementedError</span><span class="p">(</span><span 
class="s1">&#39;Please implement execute() in sub class!&#39;</span><span 
class="p">)</span></div></div>
+</pre></div>
+
+           </div>
+           
+          </div>
+          <footer>
+  
+
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http://git-wip-us.apache.org/repos/asf/incubator-airflow-site/blob/1f06fa0e/_modules/airflow/contrib/operators/sagemaker_endpoint_config_operator.html
----------------------------------------------------------------------
diff --git 
a/_modules/airflow/contrib/operators/sagemaker_endpoint_config_operator.html 
b/_modules/airflow/contrib/operators/sagemaker_endpoint_config_operator.html
new file mode 100644
index 0000000..2a78cd0
--- /dev/null
+++ b/_modules/airflow/contrib/operators/sagemaker_endpoint_config_operator.html
@@ -0,0 +1,278 @@
+
+
+<!DOCTYPE html>
+<!--[if IE 8]><html class="no-js lt-ie9" lang="en" > <![endif]-->
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+  <title>airflow.contrib.operators.sagemaker_endpoint_config_operator &mdash; 
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+      <li>airflow.contrib.operators.sagemaker_endpoint_config_operator</li>
+    
+    
+      <li class="wy-breadcrumbs-aside">
+        
+      </li>
+    
+  </ul>
+
+  
+  <hr/>
+</div>
+          <div role="main" class="document" itemscope="itemscope" 
itemtype="http://schema.org/Article";>
+           <div itemprop="articleBody">
+            
+  <h1>Source code for 
airflow.contrib.operators.sagemaker_endpoint_config_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.operators.sagemaker_base_operator</span> <span 
class="k">import</span> <span class="n">SageMakerBaseOperator</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.exceptions</span> <span 
class="k">import</span> <span class="n">AirflowException</span>
+
+
+<div class="viewcode-block" id="SageMakerEndpointConfigOperator"><a 
class="viewcode-back" 
href="../../../../code.html#airflow.contrib.operators.sagemaker_endpoint_config_operator.SageMakerEndpointConfigOperator">[docs]</a><span
 class="k">class</span> <span 
class="nc">SageMakerEndpointConfigOperator</span><span class="p">(</span><span 
class="n">SageMakerBaseOperator</span><span class="p">):</span>
+
+    <span class="sd">&quot;&quot;&quot;</span>
+<span class="sd">    Create a SageMaker endpoint config.</span>
+
+<span class="sd">    This operator returns The ARN of the endpoint config 
created in Amazon SageMaker</span>
+
+<span class="sd">    :param config: The configuration necessary to create an 
endpoint config.</span>
+
+<span class="sd">        For details of the configuration parameter, 
See:</span>
+<span class="sd">        
https://boto3.amazonaws.com/v1/documentation/api/latest/reference/services/sagemaker.html#SageMaker.Client.create_endpoint_config</span>
+<span class="sd">    :type config: dict</span>
+<span class="sd">    :param aws_conn_id: The AWS connection ID to use.</span>
+<span class="sd">    :type aws_conn_id: str</span>
+<span class="sd">    &quot;&quot;&quot;</span>  <span class="c1"># noqa: 
E501</span>
+
+    <span class="n">integer_fields</span> <span class="o">=</span> <span 
class="p">[</span>
+        <span class="p">[</span><span 
class="s1">&#39;ProductionVariants&#39;</span><span class="p">,</span> <span 
class="s1">&#39;InitialInstanceCount&#39;</span><span class="p">]</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">config</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">SageMakerEndpointConfigOperator</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">config</span><span class="o">=</span><span 
class="n">config</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">config</span> <span class="o">=</span> <span class="n">config</span>
+
+<div class="viewcode-block" id="SageMakerEndpointConfigOperator.execute"><a 
class="viewcode-back" 
href="../../../../code.html#airflow.contrib.operators.sagemaker_endpoint_config_operator.SageMakerEndpointConfigOperator.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="bp">self</span><span class="o">.</span><span 
class="n">preprocess_config</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;Creating SageMaker Endpoint Config 
</span><span class="si">%s</span><span class="s1">.&#39;</span><span 
class="p">,</span> <span class="bp">self</span><span class="o">.</span><span 
class="n">config</span><span class="p">[</span><span 
class="s1">&#39;EndpointConfigName&#39;</span><span class="p">])</span>
+        <span class="n">response</span> <span class="o">=</span> <span 
class="bp">self</span><span class="o">.</span><span class="n">hook</span><span 
class="o">.</span><span class="n">create_endpoint_config</span><span 
class="p">(</span><span class="bp">self</span><span class="o">.</span><span 
class="n">config</span><span class="p">)</span>
+        <span class="k">if</span> <span class="n">response</span><span 
class="p">[</span><span class="s1">&#39;ResponseMetadata&#39;</span><span 
class="p">][</span><span class="s1">&#39;HTTPStatusCode&#39;</span><span 
class="p">]</span> <span class="o">!=</span> <span class="mi">200</span><span 
class="p">:</span>
+            <span class="k">raise</span> <span 
class="n">AirflowException</span><span class="p">(</span>
+                <span class="s1">&#39;Sagemaker endpoint config creation 
failed: </span><span class="si">%s</span><span class="s1">&#39;</span> <span 
class="o">%</span> <span class="n">response</span><span class="p">)</span>
+        <span class="k">else</span><span class="p">:</span>
+            <span class="k">return</span> <span class="p">{</span>
+                <span class="s1">&#39;EndpointConfig&#39;</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">describe_endpoint_config</span><span class="p">(</span>
+                    <span class="bp">self</span><span class="o">.</span><span 
class="n">config</span><span class="p">[</span><span 
class="s1">&#39;EndpointConfigName&#39;</span><span class="p">]</span>
+                <span class="p">)</span>
+            <span class="p">}</span></div></div>
+</pre></div>
+
+           </div>
+           
+          </div>
+          <footer>
+  
+
+  <hr/>
+
+  <div role="contentinfo">
+    <p>
+
+    </p>
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href="https://readthedocs.org";>Read the Docs</a>. 
+
+</footer>
+
+        </div>
+      </div>
+
+    </section>
+
+  </div>
+  
+
+
+  
+
+    
+    
+      <script type="text/javascript" id="documentation_options" 
data-url_root="../../../../" 
src="../../../../_static/documentation_options.js"></script>
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+
+  <script type="text/javascript" 
src="../../../../_static/js/theme.js"></script>
+
+  <script type="text/javascript">
+      jQuery(function () {
+          SphinxRtdTheme.Navigation.enable(true);
+      });
+  </script> 
+
+</body>
+</html>
\ No newline at end of file

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