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Posted to commits@airflow.apache.org by ka...@apache.org on 2018/08/27 16:26:55 UTC

[35/51] [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/bigquery_operator.html
----------------------------------------------------------------------
diff --git a/_modules/airflow/contrib/operators/bigquery_operator.html b/_modules/airflow/contrib/operators/bigquery_operator.html
index 5a74ba1..4055654 100644
--- a/_modules/airflow/contrib/operators/bigquery_operator.html
+++ b/_modules/airflow/contrib/operators/bigquery_operator.html
@@ -91,7 +91,7 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../../start.html">Quick Start</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../installation.html">Installation</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../tutorial.html">Tutorial</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../../../../configuration.html">Configuration</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../../howto/index.html">How-to Guides</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../ui.html">UI / Screenshots</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../concepts.html">Concepts</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../profiling.html">Data Profiling</a></li>
@@ -99,8 +99,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../../scheduler.html">Scheduling &amp; Triggers</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../plugins.html">Plugins</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../security.html">Security</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../../timezone.html">Time zones</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../api.html">Experimental Rest API</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../integration.html">Integration</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../../lineage.html">Lineage</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../faq.html">FAQ</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../code.html">API Reference</a></li>
 </ul>
@@ -169,19 +171,27 @@
   <h1>Source code for airflow.contrib.operators.bigquery_operator</h1><div class="highlight"><pre>
 <span></span><span class="c1"># -*- coding: utf-8 -*-</span>
 <span class="c1">#</span>
-<span class="c1"># Licensed under the Apache License, Version 2.0 (the &quot;License&quot;);</span>
-<span class="c1"># you may not use this file except in compliance with the License.</span>
-<span class="c1"># 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, software</span>
-<span class="c1"># distributed under the License is distributed on an &quot;AS IS&quot; BASIS,</span>
-<span class="c1"># WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.</span>
-<span class="c1"># See the License for the specific language governing permissions and</span>
-<span class="c1"># limitations under the License.</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.bigquery_hook</span> <span class="k">import</span> <span class="n">BigQueryHook</span>
+<span class="kn">from</span> <span class="nn">airflow.contrib.hooks.gcs_hook</span> <span class="k">import</span> <span class="n">GoogleCloudStorageHook</span><span class="p">,</span> <span class="n">_parse_gcs_url</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>
 
@@ -204,6 +214,13 @@
 <span class="sd">    :param create_disposition: Specifies whether the job is allowed to create new tables.</span>
 <span class="sd">        (default: &#39;CREATE_IF_NEEDED&#39;)</span>
 <span class="sd">    :type create_disposition: string</span>
+<span class="sd">    :param allow_large_results: Whether to allow large results.</span>
+<span class="sd">    :type allow_large_results: boolean</span>
+<span class="sd">    :param flatten_results: If true and query uses legacy SQL dialect, flattens</span>
+<span class="sd">        all nested and repeated fields in the query results. ``allow_large_results``</span>
+<span class="sd">        must be ``true`` if this is set to ``false``. For standard SQL queries, this</span>
+<span class="sd">        flag is ignored and results are never flattened.</span>
+<span class="sd">    :type flatten_results: boolean</span>
 <span class="sd">    :param bigquery_conn_id: reference to a specific BigQuery hook.</span>
 <span class="sd">    :type bigquery_conn_id: string</span>
 <span class="sd">    :param delegate_to: The account to impersonate, if any.</span>
@@ -215,16 +232,25 @@
 <span class="sd">    :type udf_config: list</span>
 <span class="sd">    :param use_legacy_sql: Whether to use legacy SQL (true) or standard SQL (false).</span>
 <span class="sd">    :type use_legacy_sql: boolean</span>
-<span class="sd">    :param maximum_billing_tier: Positive integer that serves as a multiplier of the basic price.</span>
+<span class="sd">    :param maximum_billing_tier: Positive integer that serves as a multiplier</span>
+<span class="sd">        of the basic price.</span>
 <span class="sd">        Defaults to None, in which case it uses the value set in the project.</span>
 <span class="sd">    :type maximum_billing_tier: integer</span>
-<span class="sd">    :param query_params: a dictionary containing query parameter types and values, passed to</span>
-<span class="sd">        BigQuery.</span>
+<span class="sd">    :param maximum_bytes_billed: Limits the bytes billed for this job.</span>
+<span class="sd">        Queries that will have bytes billed beyond this limit will fail</span>
+<span class="sd">        (without incurring a charge). If unspecified, this will be</span>
+<span class="sd">        set to your project default.</span>
+<span class="sd">    :type maximum_bytes_billed: float</span>
+<span class="sd">    :param schema_update_options: Allows the schema of the destination</span>
+<span class="sd">        table to be updated as a side effect of the load job.</span>
+<span class="sd">    :type schema_update_options: tuple</span>
+<span class="sd">    :param query_params: a dictionary containing query parameter types and</span>
+<span class="sd">        values, passed to BigQuery.</span>
 <span class="sd">    :type query_params: dict</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;bql&#39;</span><span class="p">,</span> <span class="s1">&#39;destination_dataset_table&#39;</span><span class="p">)</span>
-    <span class="n">template_ext</span> <span class="o">=</span> <span class="p">(</span><span class="s1">&#39;.sql&#39;</span><span class="p">,)</span>
+    <span class="n">template_ext</span> <span class="o">=</span> <span class="p">(</span><span class="s1">&#39;.sql&#39;</span><span class="p">,</span> <span class="p">)</span>
     <span class="n">ui_color</span> <span class="o">=</span> <span class="s1">&#39;#e4f0e8&#39;</span>
 
     <span class="nd">@apply_defaults</span>
@@ -233,13 +259,17 @@
                  <span class="n">destination_dataset_table</span><span class="o">=</span><span class="kc">False</span><span class="p">,</span>
                  <span class="n">write_disposition</span><span class="o">=</span><span class="s1">&#39;WRITE_EMPTY&#39;</span><span class="p">,</span>
                  <span class="n">allow_large_results</span><span class="o">=</span><span class="kc">False</span><span class="p">,</span>
+                 <span class="n">flatten_results</span><span class="o">=</span><span class="kc">False</span><span class="p">,</span>
                  <span class="n">bigquery_conn_id</span><span class="o">=</span><span class="s1">&#39;bigquery_default&#39;</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">udf_config</span><span class="o">=</span><span class="kc">False</span><span class="p">,</span>
                  <span class="n">use_legacy_sql</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span>
                  <span class="n">maximum_billing_tier</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+                 <span class="n">maximum_bytes_billed</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
                  <span class="n">create_disposition</span><span class="o">=</span><span class="s1">&#39;CREATE_IF_NEEDED&#39;</span><span class="p">,</span>
+                 <span class="n">schema_update_options</span><span class="o">=</span><span class="p">(),</span>
                  <span class="n">query_params</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+                 <span class="n">priority</span><span class="o">=</span><span class="s1">&#39;INTERACTIVE&#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">BigQueryOperator</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>
@@ -248,23 +278,344 @@
         <span class="bp">self</span><span class="o">.</span><span class="n">write_disposition</span> <span class="o">=</span> <span class="n">write_disposition</span>
         <span class="bp">self</span><span class="o">.</span><span class="n">create_disposition</span> <span class="o">=</span> <span class="n">create_disposition</span>
         <span class="bp">self</span><span class="o">.</span><span class="n">allow_large_results</span> <span class="o">=</span> <span class="n">allow_large_results</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">flatten_results</span> <span class="o">=</span> <span class="n">flatten_results</span>
         <span class="bp">self</span><span class="o">.</span><span class="n">bigquery_conn_id</span> <span class="o">=</span> <span class="n">bigquery_conn_id</span>
         <span class="bp">self</span><span class="o">.</span><span class="n">delegate_to</span> <span class="o">=</span> <span class="n">delegate_to</span>
         <span class="bp">self</span><span class="o">.</span><span class="n">udf_config</span> <span class="o">=</span> <span class="n">udf_config</span>
         <span class="bp">self</span><span class="o">.</span><span class="n">use_legacy_sql</span> <span class="o">=</span> <span class="n">use_legacy_sql</span>
         <span class="bp">self</span><span class="o">.</span><span class="n">maximum_billing_tier</span> <span class="o">=</span> <span class="n">maximum_billing_tier</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">maximum_bytes_billed</span> <span class="o">=</span> <span class="n">maximum_bytes_billed</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">schema_update_options</span> <span class="o">=</span> <span class="n">schema_update_options</span>
         <span class="bp">self</span><span class="o">.</span><span class="n">query_params</span> <span class="o">=</span> <span class="n">query_params</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">bq_cursor</span> <span class="o">=</span> <span class="kc">None</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">priority</span> <span class="o">=</span> <span class="n">priority</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="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;Executing: </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">bql</span><span class="p">)</span>
-        <span class="n">hook</span> <span class="o">=</span> <span class="n">BigQueryHook</span><span class="p">(</span><span class="n">bigquery_conn_id</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">bigquery_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">conn</span> <span class="o">=</span> <span class="n">hook</span><span class="o">.</span><span class="n">get_conn</span><span class="p">()</span>
+        <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">bq_cursor</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">log</span><span class="o">.</span><span class="n">info</span><span class="p">(</span><span class="s1">&#39;Executing: </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">bql</span><span class="p">)</span>
+            <span class="n">hook</span> <span class="o">=</span> <span class="n">BigQueryHook</span><span class="p">(</span>
+                <span class="n">bigquery_conn_id</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">bigquery_conn_id</span><span class="p">,</span>
+                <span class="n">use_legacy_sql</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">use_legacy_sql</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">conn</span> <span class="o">=</span> <span class="n">hook</span><span class="o">.</span><span class="n">get_conn</span><span class="p">()</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">bq_cursor</span> <span class="o">=</span> <span class="n">conn</span><span class="o">.</span><span class="n">cursor</span><span class="p">()</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">bq_cursor</span><span class="o">.</span><span class="n">run_query</span><span class="p">(</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">bql</span><span class="p">,</span>
+            <span class="n">destination_dataset_table</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">destination_dataset_table</span><span class="p">,</span>
+            <span class="n">write_disposition</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">write_disposition</span><span class="p">,</span>
+            <span class="n">allow_large_results</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">allow_large_results</span><span class="p">,</span>
+            <span class="n">flatten_results</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">flatten_results</span><span class="p">,</span>
+            <span class="n">udf_config</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">udf_config</span><span class="p">,</span>
+            <span class="n">maximum_billing_tier</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">maximum_billing_tier</span><span class="p">,</span>
+            <span class="n">maximum_bytes_billed</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">maximum_bytes_billed</span><span class="p">,</span>
+            <span class="n">create_disposition</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">create_disposition</span><span class="p">,</span>
+            <span class="n">query_params</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">query_params</span><span class="p">,</span>
+            <span class="n">schema_update_options</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">schema_update_options</span><span class="p">,</span>
+            <span class="n">priority</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">priority</span><span class="p">)</span>
+
+    <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="nb">super</span><span class="p">(</span><span class="n">BigQueryOperator</span><span class="p">,</span> <span class="bp">self</span><span class="p">)</span><span class="o">.</span><span class="n">on_kill</span><span class="p">()</span>
+        <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">bq_cursor</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">log</span><span class="o">.</span><span class="n">info</span><span class="p">(</span><span class="s1">&#39;Canceling running query due to execution timeout&#39;</span><span class="p">)</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">bq_cursor</span><span class="o">.</span><span class="n">cancel_query</span><span class="p">()</span></div>
+
+
+<div class="viewcode-block" id="BigQueryCreateEmptyTableOperator"><a class="viewcode-back" href="../../../../integration.html#airflow.contrib.operators.bigquery_operator.BigQueryCreateEmptyTableOperator">[docs]</a><span class="k">class</span> <span class="nc">BigQueryCreateEmptyTableOperator</span><span class="p">(</span><span class="n">BaseOperator</span><span class="p">):</span>
+    <span class="sd">&quot;&quot;&quot;</span>
+<span class="sd">    Creates a new, empty table in the specified BigQuery dataset,</span>
+<span class="sd">    optionally with schema.</span>
+
+<span class="sd">    The schema to be used for the BigQuery table may be specified in one of</span>
+<span class="sd">    two ways. You may either directly pass the schema fields in, or you may</span>
+<span class="sd">    point the operator to a Google cloud storage object name. The object in</span>
+<span class="sd">    Google cloud storage must be a JSON file with the schema fields in it.</span>
+<span class="sd">    You can also create a table without schema.</span>
+
+<span class="sd">    :param project_id: The project to create the table into.</span>
+<span class="sd">    :type project_id: string</span>
+<span class="sd">    :param dataset_id: The dataset to create the table into.</span>
+<span class="sd">    :type dataset_id: string</span>
+<span class="sd">    :param table_id: The Name of the table to be created.</span>
+<span class="sd">    :type table_id: string</span>
+<span class="sd">    :param schema_fields: If set, the schema field list as defined here:</span>
+<span class="sd">        https://cloud.google.com/bigquery/docs/reference/rest/v2/jobs#configuration.load.schema</span>
+
+<span class="sd">        **Example**: ::</span>
+
+<span class="sd">            schema_fields=[{&quot;name&quot;: &quot;emp_name&quot;, &quot;type&quot;: &quot;STRING&quot;, &quot;mode&quot;: &quot;REQUIRED&quot;},</span>
+<span class="sd">                           {&quot;name&quot;: &quot;salary&quot;, &quot;type&quot;: &quot;INTEGER&quot;, &quot;mode&quot;: &quot;NULLABLE&quot;}]</span>
+
+<span class="sd">    :type schema_fields: list</span>
+<span class="sd">    :param gcs_schema_object: Full path to the JSON file containing schema. For</span>
+<span class="sd">        example: ``gs://test-bucket/dir1/dir2/employee_schema.json``</span>
+<span class="sd">    :type gcs_schema_object: string</span>
+<span class="sd">    :param time_partitioning: configure optional time partitioning fields i.e.</span>
+<span class="sd">        partition by field, type and  expiration as per API specifications.</span>
+
+<span class="sd">        .. seealso::</span>
+<span class="sd">            https://cloud.google.com/bigquery/docs/reference/rest/v2/tables#timePartitioning</span>
+<span class="sd">    :type time_partitioning: dict</span>
+<span class="sd">    :param bigquery_conn_id: Reference to a specific BigQuery hook.</span>
+<span class="sd">    :type bigquery_conn_id: string</span>
+<span class="sd">    :param google_cloud_storage_conn_id: Reference to a specific Google</span>
+<span class="sd">        cloud storage hook.</span>
+<span class="sd">    :type google_cloud_storage_conn_id: string</span>
+<span class="sd">    :param delegate_to: The account to impersonate, if any. For this to</span>
+<span class="sd">        work, the service account making the request must have domain-wide</span>
+<span class="sd">        delegation enabled.</span>
+<span class="sd">    :type delegate_to: string</span>
+
+<span class="sd">    **Example (with schema JSON in GCS)**: ::</span>
+
+<span class="sd">        CreateTable = BigQueryCreateEmptyTableOperator(</span>
+<span class="sd">            task_id=&#39;BigQueryCreateEmptyTableOperator_task&#39;,</span>
+<span class="sd">            dataset_id=&#39;ODS&#39;,</span>
+<span class="sd">            table_id=&#39;Employees&#39;,</span>
+<span class="sd">            project_id=&#39;internal-gcp-project&#39;,</span>
+<span class="sd">            gcs_schema_object=&#39;gs://schema-bucket/employee_schema.json&#39;,</span>
+<span class="sd">            bigquery_conn_id=&#39;airflow-service-account&#39;,</span>
+<span class="sd">            google_cloud_storage_conn_id=&#39;airflow-service-account&#39;</span>
+<span class="sd">        )</span>
+
+<span class="sd">    **Corresponding Schema file** (``employee_schema.json``): ::</span>
+
+<span class="sd">        [</span>
+<span class="sd">          {</span>
+<span class="sd">            &quot;mode&quot;: &quot;NULLABLE&quot;,</span>
+<span class="sd">            &quot;name&quot;: &quot;emp_name&quot;,</span>
+<span class="sd">            &quot;type&quot;: &quot;STRING&quot;</span>
+<span class="sd">          },</span>
+<span class="sd">          {</span>
+<span class="sd">            &quot;mode&quot;: &quot;REQUIRED&quot;,</span>
+<span class="sd">            &quot;name&quot;: &quot;salary&quot;,</span>
+<span class="sd">            &quot;type&quot;: &quot;INTEGER&quot;</span>
+<span class="sd">          }</span>
+<span class="sd">        ]</span>
+
+<span class="sd">    **Example (with schema in the DAG)**: ::</span>
+
+<span class="sd">        CreateTable = BigQueryCreateEmptyTableOperator(</span>
+<span class="sd">            task_id=&#39;BigQueryCreateEmptyTableOperator_task&#39;,</span>
+<span class="sd">            dataset_id=&#39;ODS&#39;,</span>
+<span class="sd">            table_id=&#39;Employees&#39;,</span>
+<span class="sd">            project_id=&#39;internal-gcp-project&#39;,</span>
+<span class="sd">            schema_fields=[{&quot;name&quot;: &quot;emp_name&quot;, &quot;type&quot;: &quot;STRING&quot;, &quot;mode&quot;: &quot;REQUIRED&quot;},</span>
+<span class="sd">                           {&quot;name&quot;: &quot;salary&quot;, &quot;type&quot;: &quot;INTEGER&quot;, &quot;mode&quot;: &quot;NULLABLE&quot;}],</span>
+<span class="sd">            bigquery_conn_id=&#39;airflow-service-account&#39;,</span>
+<span class="sd">            google_cloud_storage_conn_id=&#39;airflow-service-account&#39;</span>
+<span class="sd">        )</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;dataset_id&#39;</span><span class="p">,</span> <span class="s1">&#39;table_id&#39;</span><span class="p">,</span> <span class="s1">&#39;project_id&#39;</span><span class="p">,</span> <span class="s1">&#39;gcs_schema_object&#39;</span><span class="p">)</span>
+    <span class="n">ui_color</span> <span class="o">=</span> <span class="s1">&#39;#f0eee4&#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">dataset_id</span><span class="p">,</span>
+                 <span class="n">table_id</span><span class="p">,</span>
+                 <span class="n">project_id</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+                 <span class="n">schema_fields</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+                 <span class="n">gcs_schema_object</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+                 <span class="n">time_partitioning</span><span class="o">=</span><span class="p">{},</span>
+                 <span class="n">bigquery_conn_id</span><span class="o">=</span><span class="s1">&#39;bigquery_default&#39;</span><span class="p">,</span>
+                 <span class="n">google_cloud_storage_conn_id</span><span class="o">=</span><span class="s1">&#39;google_cloud_default&#39;</span><span class="p">,</span>
+                 <span class="n">delegate_to</span><span class="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">BigQueryCreateEmptyTableOperator</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">project_id</span> <span class="o">=</span> <span class="n">project_id</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">dataset_id</span> <span class="o">=</span> <span class="n">dataset_id</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">table_id</span> <span class="o">=</span> <span class="n">table_id</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">schema_fields</span> <span class="o">=</span> <span class="n">schema_fields</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">gcs_schema_object</span> <span class="o">=</span> <span class="n">gcs_schema_object</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">bigquery_conn_id</span> <span class="o">=</span> <span class="n">bigquery_conn_id</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">google_cloud_storage_conn_id</span> <span class="o">=</span> <span class="n">google_cloud_storage_conn_id</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">delegate_to</span> <span class="o">=</span> <span class="n">delegate_to</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">time_partitioning</span> <span class="o">=</span> <span class="n">time_partitioning</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">bq_hook</span> <span class="o">=</span> <span class="n">BigQueryHook</span><span class="p">(</span><span class="n">bigquery_conn_id</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">bigquery_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">schema_fields</span> <span class="ow">and</span> <span class="bp">self</span><span class="o">.</span><span class="n">gcs_schema_object</span><span class="p">:</span>
+
+            <span class="n">gcs_bucket</span><span class="p">,</span> <span class="n">gcs_object</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">gcs_schema_object</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">google_cloud_storage_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">schema_fields</span> <span class="o">=</span> <span class="n">json</span><span class="o">.</span><span class="n">loads</span><span class="p">(</span><span class="n">gcs_hook</span><span class="o">.</span><span class="n">download</span><span class="p">(</span>
+                <span class="n">gcs_bucket</span><span class="p">,</span>
+                <span class="n">gcs_object</span><span class="p">)</span><span class="o">.</span><span class="n">decode</span><span class="p">(</span><span class="s2">&quot;utf-8&quot;</span><span class="p">))</span>
+        <span class="k">else</span><span class="p">:</span>
+            <span class="n">schema_fields</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">schema_fields</span>
+
+        <span class="n">conn</span> <span class="o">=</span> <span class="n">bq_hook</span><span class="o">.</span><span class="n">get_conn</span><span class="p">()</span>
+        <span class="n">cursor</span> <span class="o">=</span> <span class="n">conn</span><span class="o">.</span><span class="n">cursor</span><span class="p">()</span>
+
+        <span class="n">cursor</span><span class="o">.</span><span class="n">create_empty_table</span><span class="p">(</span>
+            <span class="n">project_id</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">project_id</span><span class="p">,</span>
+            <span class="n">dataset_id</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">dataset_id</span><span class="p">,</span>
+            <span class="n">table_id</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">table_id</span><span class="p">,</span>
+            <span class="n">schema_fields</span><span class="o">=</span><span class="n">schema_fields</span><span class="p">,</span>
+            <span class="n">time_partitioning</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">time_partitioning</span>
+        <span class="p">)</span></div>
+
+
+<div class="viewcode-block" id="BigQueryCreateExternalTableOperator"><a class="viewcode-back" href="../../../../integration.html#airflow.contrib.operators.bigquery_operator.BigQueryCreateExternalTableOperator">[docs]</a><span class="k">class</span> <span class="nc">BigQueryCreateExternalTableOperator</span><span class="p">(</span><span class="n">BaseOperator</span><span class="p">):</span>
+    <span class="sd">&quot;&quot;&quot;</span>
+<span class="sd">    Creates a new external table in the dataset with the data in Google Cloud</span>
+<span class="sd">    Storage.</span>
+
+<span class="sd">    The schema to be used for the BigQuery table may be specified in one of</span>
+<span class="sd">    two ways. You may either directly pass the schema fields in, or you may</span>
+<span class="sd">    point the operator to a Google cloud storage object name. The object in</span>
+<span class="sd">    Google cloud storage must be a JSON file with the schema fields in it.</span>
+
+<span class="sd">    :param bucket: The bucket to point the external table to.</span>
+<span class="sd">    :type bucket: string</span>
+<span class="sd">    :param source_objects: List of Google cloud storage URIs to point table to.</span>
+<span class="sd">        If source_format is &#39;DATASTORE_BACKUP&#39;, the list must only contain a single URI.</span>
+<span class="sd">    :type object: list</span>
+<span class="sd">    :param destination_project_dataset_table: The dotted (&lt;project&gt;.)&lt;dataset&gt;.&lt;table&gt;</span>
+<span class="sd">        BigQuery table to load data into. If &lt;project&gt; is not included, project will</span>
+<span class="sd">        be the project defined in the connection json.</span>
+<span class="sd">    :type destination_project_dataset_table: string</span>
+<span class="sd">    :param schema_fields: If set, the schema field list as defined here:</span>
+<span class="sd">        https://cloud.google.com/bigquery/docs/reference/rest/v2/jobs#configuration.load.schema</span>
+
+<span class="sd">        **Example**: ::</span>
+
+<span class="sd">            schema_fields=[{&quot;name&quot;: &quot;emp_name&quot;, &quot;type&quot;: &quot;STRING&quot;, &quot;mode&quot;: &quot;REQUIRED&quot;},</span>
+<span class="sd">                           {&quot;name&quot;: &quot;salary&quot;, &quot;type&quot;: &quot;INTEGER&quot;, &quot;mode&quot;: &quot;NULLABLE&quot;}]</span>
+
+<span class="sd">        Should not be set when source_format is &#39;DATASTORE_BACKUP&#39;.</span>
+<span class="sd">    :type schema_fields: list</span>
+<span class="sd">    :param schema_object: If set, a GCS object path pointing to a .json file that</span>
+<span class="sd">        contains the schema for the table.</span>
+<span class="sd">    :param schema_object: string</span>
+<span class="sd">    :param source_format: File format of the data.</span>
+<span class="sd">    :type source_format: string</span>
+<span class="sd">    :param compression: [Optional] The compression type of the data source.</span>
+<span class="sd">        Possible values include GZIP and NONE.</span>
+<span class="sd">        The default value is NONE.</span>
+<span class="sd">        This setting is ignored for Google Cloud Bigtable,</span>
+<span class="sd">        Google Cloud Datastore backups and Avro formats.</span>
+<span class="sd">    :type compression: string</span>
+<span class="sd">    :param skip_leading_rows: Number of rows to skip when loading from a CSV.</span>
+<span class="sd">    :type skip_leading_rows: int</span>
+<span class="sd">    :param field_delimiter: The delimiter to use for the CSV.</span>
+<span class="sd">    :type field_delimiter: string</span>
+<span class="sd">    :param max_bad_records: The maximum number of bad records that BigQuery can</span>
+<span class="sd">        ignore when running the job.</span>
+<span class="sd">    :type max_bad_records: int</span>
+<span class="sd">    :param quote_character: The value that is used to quote data sections in a CSV file.</span>
+<span class="sd">    :type quote_character: string</span>
+<span class="sd">    :param allow_quoted_newlines: Whether to allow quoted newlines (true) or not (false).</span>
+<span class="sd">    :type allow_quoted_newlines: boolean</span>
+<span class="sd">    :param allow_jagged_rows: Accept rows that are missing trailing optional columns.</span>
+<span class="sd">        The missing values are treated as nulls. If false, records with missing trailing</span>
+<span class="sd">        columns are treated as bad records, and if there are too many bad records, an</span>
+<span class="sd">        invalid error is returned in the job result. Only applicable to CSV, ignored</span>
+<span class="sd">        for other formats.</span>
+<span class="sd">    :type allow_jagged_rows: bool</span>
+<span class="sd">    :param bigquery_conn_id: Reference to a specific BigQuery hook.</span>
+<span class="sd">    :type bigquery_conn_id: string</span>
+<span class="sd">    :param google_cloud_storage_conn_id: Reference to a specific Google</span>
+<span class="sd">        cloud storage hook.</span>
+<span class="sd">    :type google_cloud_storage_conn_id: string</span>
+<span class="sd">    :param delegate_to: The account to impersonate, if any. For this to</span>
+<span class="sd">        work, the service account making the request must have domain-wide</span>
+<span class="sd">        delegation enabled.</span>
+<span class="sd">    :type delegate_to: string</span>
+<span class="sd">    :param src_fmt_configs: configure optional fields specific to the source format</span>
+<span class="sd">    :type src_fmt_configs: dict</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;source_objects&#39;</span><span class="p">,</span>
+                       <span class="s1">&#39;schema_object&#39;</span><span class="p">,</span> <span class="s1">&#39;destination_project_dataset_table&#39;</span><span class="p">)</span>
+    <span class="n">ui_color</span> <span class="o">=</span> <span class="s1">&#39;#f0eee4&#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">source_objects</span><span class="p">,</span>
+                 <span class="n">destination_project_dataset_table</span><span class="p">,</span>
+                 <span class="n">schema_fields</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+                 <span class="n">schema_object</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+                 <span class="n">source_format</span><span class="o">=</span><span class="s1">&#39;CSV&#39;</span><span class="p">,</span>
+                 <span class="n">compression</span><span class="o">=</span><span class="s1">&#39;NONE&#39;</span><span class="p">,</span>
+                 <span class="n">skip_leading_rows</span><span class="o">=</span><span class="mi">0</span><span class="p">,</span>
+                 <span class="n">field_delimiter</span><span class="o">=</span><span class="s1">&#39;,&#39;</span><span class="p">,</span>
+                 <span class="n">max_bad_records</span><span class="o">=</span><span class="mi">0</span><span class="p">,</span>
+                 <span class="n">quote_character</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+                 <span class="n">allow_quoted_newlines</span><span class="o">=</span><span class="kc">False</span><span class="p">,</span>
+                 <span class="n">allow_jagged_rows</span><span class="o">=</span><span class="kc">False</span><span class="p">,</span>
+                 <span class="n">bigquery_conn_id</span><span class="o">=</span><span class="s1">&#39;bigquery_default&#39;</span><span class="p">,</span>
+                 <span class="n">google_cloud_storage_conn_id</span><span class="o">=</span><span class="s1">&#39;google_cloud_default&#39;</span><span class="p">,</span>
+                 <span class="n">delegate_to</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+                 <span class="n">src_fmt_configs</span><span class="o">=</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">BigQueryCreateExternalTableOperator</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="c1"># GCS config</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">bucket</span> <span class="o">=</span> <span class="n">bucket</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">source_objects</span> <span class="o">=</span> <span class="n">source_objects</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">schema_object</span> <span class="o">=</span> <span class="n">schema_object</span>
+
+        <span class="c1"># BQ config</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">destination_project_dataset_table</span> <span class="o">=</span> <span class="n">destination_project_dataset_table</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">schema_fields</span> <span class="o">=</span> <span class="n">schema_fields</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">source_format</span> <span class="o">=</span> <span class="n">source_format</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">compression</span> <span class="o">=</span> <span class="n">compression</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">skip_leading_rows</span> <span class="o">=</span> <span class="n">skip_leading_rows</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">field_delimiter</span> <span class="o">=</span> <span class="n">field_delimiter</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">max_bad_records</span> <span class="o">=</span> <span class="n">max_bad_records</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">quote_character</span> <span class="o">=</span> <span class="n">quote_character</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">allow_quoted_newlines</span> <span class="o">=</span> <span class="n">allow_quoted_newlines</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">allow_jagged_rows</span> <span class="o">=</span> <span class="n">allow_jagged_rows</span>
+
+        <span class="bp">self</span><span class="o">.</span><span class="n">bigquery_conn_id</span> <span class="o">=</span> <span class="n">bigquery_conn_id</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">google_cloud_storage_conn_id</span> <span class="o">=</span> <span class="n">google_cloud_storage_conn_id</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">delegate_to</span> <span class="o">=</span> <span class="n">delegate_to</span>
+
+        <span class="bp">self</span><span class="o">.</span><span class="n">src_fmt_configs</span> <span class="o">=</span> <span class="n">src_fmt_configs</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">bq_hook</span> <span class="o">=</span> <span class="n">BigQueryHook</span><span class="p">(</span><span class="n">bigquery_conn_id</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">bigquery_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">schema_fields</span> <span class="ow">and</span> <span class="bp">self</span><span class="o">.</span><span class="n">schema_object</span> \
+                <span class="ow">and</span> <span class="bp">self</span><span class="o">.</span><span class="n">source_format</span> <span class="o">!=</span> <span class="s1">&#39;DATASTORE_BACKUP&#39;</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">google_cloud_storage_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">schema_fields</span> <span class="o">=</span> <span class="n">json</span><span class="o">.</span><span class="n">loads</span><span class="p">(</span><span class="n">gcs_hook</span><span class="o">.</span><span class="n">download</span><span class="p">(</span>
+                <span class="bp">self</span><span class="o">.</span><span class="n">bucket</span><span class="p">,</span>
+                <span class="bp">self</span><span class="o">.</span><span class="n">schema_object</span><span class="p">)</span><span class="o">.</span><span class="n">decode</span><span class="p">(</span><span class="s2">&quot;utf-8&quot;</span><span class="p">))</span>
+        <span class="k">else</span><span class="p">:</span>
+            <span class="n">schema_fields</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">schema_fields</span>
+
+        <span class="n">source_uris</span> <span class="o">=</span> <span class="p">[</span><span class="s1">&#39;gs://</span><span class="si">{}</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="bp">self</span><span class="o">.</span><span class="n">bucket</span><span class="p">,</span> <span class="n">source_object</span><span class="p">)</span>
+                       <span class="k">for</span> <span class="n">source_object</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">source_objects</span><span class="p">]</span>
+        <span class="n">conn</span> <span class="o">=</span> <span class="n">bq_hook</span><span class="o">.</span><span class="n">get_conn</span><span class="p">()</span>
         <span class="n">cursor</span> <span class="o">=</span> <span class="n">conn</span><span class="o">.</span><span class="n">cursor</span><span class="p">()</span>
-        <span class="n">cursor</span><span class="o">.</span><span class="n">run_query</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">bql</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">destination_dataset_table</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">write_disposition</span><span class="p">,</span>
-                         <span class="bp">self</span><span class="o">.</span><span class="n">allow_large_results</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">udf_config</span><span class="p">,</span>
-                         <span class="bp">self</span><span class="o">.</span><span class="n">use_legacy_sql</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">maximum_billing_tier</span><span class="p">,</span>
-                         <span class="bp">self</span><span class="o">.</span><span class="n">create_disposition</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">query_params</span><span class="p">)</span></div>
+
+        <span class="n">cursor</span><span class="o">.</span><span class="n">create_external_table</span><span class="p">(</span>
+            <span class="n">external_project_dataset_table</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">destination_project_dataset_table</span><span class="p">,</span>
+            <span class="n">schema_fields</span><span class="o">=</span><span class="n">schema_fields</span><span class="p">,</span>
+            <span class="n">source_uris</span><span class="o">=</span><span class="n">source_uris</span><span class="p">,</span>
+            <span class="n">source_format</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">source_format</span><span class="p">,</span>
+            <span class="n">compression</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">compression</span><span class="p">,</span>
+            <span class="n">skip_leading_rows</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">skip_leading_rows</span><span class="p">,</span>
+            <span class="n">field_delimiter</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">field_delimiter</span><span class="p">,</span>
+            <span class="n">max_bad_records</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">max_bad_records</span><span class="p">,</span>
+            <span class="n">quote_character</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">quote_character</span><span class="p">,</span>
+            <span class="n">allow_quoted_newlines</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">allow_quoted_newlines</span><span class="p">,</span>
+            <span class="n">allow_jagged_rows</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">allow_jagged_rows</span><span class="p">,</span>
+            <span class="n">src_fmt_configs</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">src_fmt_configs</span>
+        <span class="p">)</span></div>
 </pre></div>
 
            </div>

http://git-wip-us.apache.org/repos/asf/incubator-airflow-site/blob/11437c14/_modules/airflow/contrib/operators/bigquery_table_delete_operator.html
----------------------------------------------------------------------
diff --git a/_modules/airflow/contrib/operators/bigquery_table_delete_operator.html b/_modules/airflow/contrib/operators/bigquery_table_delete_operator.html
new file mode 100644
index 0000000..94bc9dd
--- /dev/null
+++ b/_modules/airflow/contrib/operators/bigquery_table_delete_operator.html
@@ -0,0 +1,301 @@
+
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+      <li>airflow.contrib.operators.bigquery_table_delete_operator</li>
+    
+    
+      <li class="wy-breadcrumbs-aside">
+        
+            
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+      </li>
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+           <div itemprop="articleBody">
+            
+  <h1>Source code for airflow.contrib.operators.bigquery_table_delete_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.bigquery_hook</span> <span class="k">import</span> <span class="n">BigQueryHook</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="BigQueryTableDeleteOperator"><a class="viewcode-back" href="../../../../integration.html#airflow.contrib.operators.bigquery_table_delete_operator.BigQueryTableDeleteOperator">[docs]</a><span class="k">class</span> <span class="nc">BigQueryTableDeleteOperator</span><span class="p">(</span><span class="n">BaseOperator</span><span class="p">):</span>
+    <span class="sd">&quot;&quot;&quot;</span>
+<span class="sd">    Deletes BigQuery tables</span>
+
+<span class="sd">    :param deletion_dataset_table: A dotted</span>
+<span class="sd">        (&lt;project&gt;.|&lt;project&gt;:)&lt;dataset&gt;.&lt;table&gt; that indicates which table</span>
+<span class="sd">        will be deleted.</span>
+<span class="sd">    :type deletion_dataset_table: string</span>
+<span class="sd">    :param bigquery_conn_id: reference to a specific BigQuery hook.</span>
+<span class="sd">    :type bigquery_conn_id: 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 domain-wide</span>
+<span class="sd">        delegation enabled.</span>
+<span class="sd">    :type delegate_to: string</span>
+<span class="sd">    :param ignore_if_missing: if True, then return success even if the</span>
+<span class="sd">        requested table does not exist.</span>
+<span class="sd">    :type ignore_if_missing: boolean</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;deletion_dataset_table&#39;</span><span class="p">,)</span>
+    <span class="n">ui_color</span> <span class="o">=</span> <span class="s1">&#39;#ffd1dc&#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">deletion_dataset_table</span><span class="p">,</span>
+                 <span class="n">bigquery_conn_id</span><span class="o">=</span><span class="s1">&#39;bigquery_default&#39;</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">ignore_if_missing</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">BigQueryTableDeleteOperator</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">deletion_dataset_table</span> <span class="o">=</span> <span class="n">deletion_dataset_table</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">bigquery_conn_id</span> <span class="o">=</span> <span class="n">bigquery_conn_id</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">delegate_to</span> <span class="o">=</span> <span class="n">delegate_to</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">ignore_if_missing</span> <span class="o">=</span> <span class="n">ignore_if_missing</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="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;Deleting: </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">deletion_dataset_table</span><span class="p">)</span>
+        <span class="n">hook</span> <span class="o">=</span> <span class="n">BigQueryHook</span><span class="p">(</span><span class="n">bigquery_conn_id</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">bigquery_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">conn</span> <span class="o">=</span> <span class="n">hook</span><span class="o">.</span><span class="n">get_conn</span><span class="p">()</span>
+        <span class="n">cursor</span> <span class="o">=</span> <span class="n">conn</span><span class="o">.</span><span class="n">cursor</span><span class="p">()</span>
+        <span class="n">cursor</span><span class="o">.</span><span class="n">run_table_delete</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">deletion_dataset_table</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">ignore_if_missing</span><span class="p">)</span></div>
+</pre></div>
+
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http://git-wip-us.apache.org/repos/asf/incubator-airflow-site/blob/11437c14/_modules/airflow/contrib/operators/bigquery_to_bigquery.html
----------------------------------------------------------------------
diff --git a/_modules/airflow/contrib/operators/bigquery_to_bigquery.html b/_modules/airflow/contrib/operators/bigquery_to_bigquery.html
index ab12d51..0abb905 100644
--- a/_modules/airflow/contrib/operators/bigquery_to_bigquery.html
+++ b/_modules/airflow/contrib/operators/bigquery_to_bigquery.html
@@ -91,7 +91,7 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../../start.html">Quick Start</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../installation.html">Installation</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../tutorial.html">Tutorial</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../../../../configuration.html">Configuration</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../../howto/index.html">How-to Guides</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../ui.html">UI / Screenshots</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../concepts.html">Concepts</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../profiling.html">Data Profiling</a></li>
@@ -99,8 +99,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../../scheduler.html">Scheduling &amp; Triggers</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../plugins.html">Plugins</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../security.html">Security</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../../timezone.html">Time zones</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../api.html">Experimental Rest API</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../integration.html">Integration</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../../lineage.html">Lineage</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../faq.html">FAQ</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../code.html">API Reference</a></li>
 </ul>
@@ -169,17 +171,22 @@
   <h1>Source code for airflow.contrib.operators.bigquery_to_bigquery</h1><div class="highlight"><pre>
 <span></span><span class="c1"># -*- coding: utf-8 -*-</span>
 <span class="c1">#</span>
-<span class="c1"># Licensed under the Apache License, Version 2.0 (the &quot;License&quot;);</span>
-<span class="c1"># you may not use this file except in compliance with the License.</span>
-<span class="c1"># 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, software</span>
-<span class="c1"># distributed under the License is distributed on an &quot;AS IS&quot; BASIS,</span>
-<span class="c1"># WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.</span>
-<span class="c1"># See the License for the specific language governing permissions and</span>
-<span class="c1"># limitations under the License.</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.bigquery_hook</span> <span class="k">import</span> <span class="n">BigQueryHook</span>
 <span class="kn">from</span> <span class="nn">airflow.models</span> <span class="k">import</span> <span class="n">BaseOperator</span>
@@ -188,11 +195,11 @@
 
 <div class="viewcode-block" id="BigQueryToBigQueryOperator"><a class="viewcode-back" href="../../../../integration.html#airflow.contrib.operators.bigquery_to_bigquery.BigQueryToBigQueryOperator">[docs]</a><span class="k">class</span> <span class="nc">BigQueryToBigQueryOperator</span><span class="p">(</span><span class="n">BaseOperator</span><span class="p">):</span>
     <span class="sd">&quot;&quot;&quot;</span>
-<span class="sd">    Copies data from one BigQuery table to another. See here:</span>
-
-<span class="sd">    https://cloud.google.com/bigquery/docs/reference/v2/jobs#configuration.copy</span>
+<span class="sd">    Copies data from one BigQuery table to another.</span>
 
-<span class="sd">    For more details about these parameters.</span>
+<span class="sd">    .. seealso::</span>
+<span class="sd">        For more details about these parameters:</span>
+<span class="sd">        https://cloud.google.com/bigquery/docs/reference/v2/jobs#configuration.copy</span>
 
 <span class="sd">    :param source_project_dataset_tables: One or more</span>
 <span class="sd">        dotted (project:|project.)&lt;dataset&gt;.&lt;table&gt; BigQuery tables to use as the</span>

http://git-wip-us.apache.org/repos/asf/incubator-airflow-site/blob/11437c14/_modules/airflow/contrib/operators/bigquery_to_gcs.html
----------------------------------------------------------------------
diff --git a/_modules/airflow/contrib/operators/bigquery_to_gcs.html b/_modules/airflow/contrib/operators/bigquery_to_gcs.html
index 31355ff..6ebc523 100644
--- a/_modules/airflow/contrib/operators/bigquery_to_gcs.html
+++ b/_modules/airflow/contrib/operators/bigquery_to_gcs.html
@@ -91,7 +91,7 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../../start.html">Quick Start</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../installation.html">Installation</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../tutorial.html">Tutorial</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../../../../configuration.html">Configuration</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../../howto/index.html">How-to Guides</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../ui.html">UI / Screenshots</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../concepts.html">Concepts</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../profiling.html">Data Profiling</a></li>
@@ -99,8 +99,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../../scheduler.html">Scheduling &amp; Triggers</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../plugins.html">Plugins</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../security.html">Security</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../../timezone.html">Time zones</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../api.html">Experimental Rest API</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../integration.html">Integration</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../../lineage.html">Lineage</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../faq.html">FAQ</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../code.html">API Reference</a></li>
 </ul>
@@ -169,17 +171,22 @@
   <h1>Source code for airflow.contrib.operators.bigquery_to_gcs</h1><div class="highlight"><pre>
 <span></span><span class="c1"># -*- coding: utf-8 -*-</span>
 <span class="c1">#</span>
-<span class="c1"># Licensed under the Apache License, Version 2.0 (the &quot;License&quot;);</span>
-<span class="c1"># you may not use this file except in compliance with the License.</span>
-<span class="c1"># 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, software</span>
-<span class="c1"># distributed under the License is distributed on an &quot;AS IS&quot; BASIS,</span>
-<span class="c1"># WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.</span>
-<span class="c1"># See the License for the specific language governing permissions and</span>
-<span class="c1"># limitations under the License.</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.bigquery_hook</span> <span class="k">import</span> <span class="n">BigQueryHook</span>
 <span class="kn">from</span> <span class="nn">airflow.models</span> <span class="k">import</span> <span class="n">BaseOperator</span>
@@ -190,11 +197,9 @@
     <span class="sd">&quot;&quot;&quot;</span>
 <span class="sd">    Transfers a BigQuery table to a Google Cloud Storage bucket.</span>
 
-<span class="sd">    See here:</span>
-
-<span class="sd">    https://cloud.google.com/bigquery/docs/reference/v2/jobs</span>
-
-<span class="sd">    For more details about these parameters.</span>
+<span class="sd">    .. seealso::</span>
+<span class="sd">        For more details about these parameters:</span>
+<span class="sd">        https://cloud.google.com/bigquery/docs/reference/v2/jobs</span>
 
 <span class="sd">    :param source_project_dataset_table: The dotted</span>
 <span class="sd">        (&lt;project&gt;.|&lt;project&gt;:)&lt;dataset&gt;.&lt;table&gt; BigQuery table to use as the source</span>