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  <div class="section" id="module-airflow.contrib.operators.gcs_to_bq">
<span id="airflow-contrib-operators-gcs-to-bq"></span><h1><a class="reference internal" href="#module-airflow.contrib.operators.gcs_to_bq" title="airflow.contrib.operators.gcs_to_bq"><code class="xref py py-mod docutils literal notranslate"><span class="pre">airflow.contrib.operators.gcs_to_bq</span></code></a><a class="headerlink" href="#module-airflow.contrib.operators.gcs_to_bq" title="Permalink to this headline">¶</a></h1>
<div class="section" id="module-contents">
<h2>Module Contents<a class="headerlink" href="#module-contents" title="Permalink to this headline">¶</a></h2>
<dl class="class">
<dt id="airflow.contrib.operators.gcs_to_bq.GoogleCloudStorageToBigQueryOperator">
<em class="property">class </em><code class="sig-prename descclassname">airflow.contrib.operators.gcs_to_bq.</code><code class="sig-name descname">GoogleCloudStorageToBigQueryOperator</code><span class="sig-paren">(</span><em class="sig-param">bucket</em>, <em class="sig-param">source_objects</em>, <em class="sig-param">destination_project_dataset_table</em>, <em class="sig-param">schema_fields=None</em>, <em class="sig-param">schema_object=None</em>, <em class="sig-param">source_format='CSV'</em>, <em class="sig-param">compression='NONE'</em>, <em class="sig-param">create_disposition='CREATE_IF_NEEDED'</em>, <em class="sig-param">skip_leading_rows=0</em>, <em class="sig-param">write_disposition='WRITE_EMPTY'</em>, <em class="sig-param">field_delimiter='</em>, <em class="sig-param">'</em>, <em class="sig-param">max_bad_records=0</em>, <em class="sig-param">quote_character=None</em>, <em class="sig-param">ignore_unknown_values=False</em>, <em class="sig-param">allow_quoted_newlines=False</em>, <em class="sig-param">allow_jagged_rows=False</em>, <em class="sig-param">encoding='UTF-8'</em>, <em class="sig-param">max_id_key=None</em>, <em class="sig-param">bigquery_conn_id='bigquery_default'</em>, <em class="sig-param">google_cloud_storage_conn_id='google_cloud_default'</em>, <em class="sig-param">delegate_to=None</em>, <em class="sig-param">schema_update_options=()</em>, <em class="sig-param">src_fmt_configs=None</em>, <em class="sig-param">external_table=False</em>, <em class="sig-param">time_partitioning=None</em>, <em class="sig-param">cluster_fields=None</em>, <em class="sig-param">autodetect=True</em>, <em class="sig-param">encryption_configuration=None</em>, <em class="sig-param">*args</em>, <em class="sig-param">**kwargs</em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../_modules/airflow/contrib/operators/gcs_to_bq.html#GoogleCloudStorageToBigQueryOperator"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.contrib.operators.gcs_to_bq.GoogleCloudStorageToBigQueryOperator" title="Permalink to this definition">¶</a></dt>
<dd><p>Bases: <a class="reference internal" href="../../../models/index.html#airflow.models.BaseOperator" title="airflow.models.BaseOperator"><code class="xref py py-class docutils literal notranslate"><span class="pre">airflow.models.BaseOperator</span></code></a></p>
<p>Loads files from Google cloud storage into BigQuery.</p>
<p>The schema to be used for the BigQuery table may be specified in one of
two ways. You may either directly pass the schema fields in, or you may
point the operator to a Google cloud storage object name. The object in
Google cloud storage must be a JSON file with the schema fields in it.</p>
<div class="admonition seealso">
<p class="admonition-title">See also</p>
<p>For more information on how to use this operator, take a look at the guide:
<a class="reference internal" href="../../../../../howto/operator/gcp/gcs.html#howto-operator-googlecloudstoragetobigqueryoperator"><span class="std std-ref">GoogleCloudStorageToBigQueryOperator</span></a></p>
</div>
<dl class="field-list simple">
<dt class="field-odd">Parameters</dt>
<dd class="field-odd"><ul class="simple">
<li><p><strong>bucket</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.8)"><em>str</em></a>) – The bucket to load from. (templated)</p></li>
<li><p><strong>source_objects</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#list" title="(in Python v3.8)"><em>list</em></a><em>[</em><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.8)"><em>str</em></a><em>]</em>) – List of Google cloud storage URIs to load from. (templated)
If source_format is ‘DATASTORE_BACKUP’, the list must only contain a single URI.</p></li>
<li><p><strong>destination_project_dataset_table</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.8)"><em>str</em></a>) – The dotted
<code class="docutils literal notranslate"><span class="pre">(&lt;project&gt;.|&lt;project&gt;:)&lt;dataset&gt;.&lt;table&gt;</span></code> BigQuery table to load data into.
If <code class="docutils literal notranslate"><span class="pre">&lt;project&gt;</span></code> is not included, project will be the project defined in
the connection json. (templated)</p></li>
<li><p><strong>schema_fields</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#list" title="(in Python v3.8)"><em>list</em></a>) – If set, the schema field list as defined here:
<a class="reference external" href="https://cloud.google.com/bigquery/docs/reference/v2/jobs#configuration.load">https://cloud.google.com/bigquery/docs/reference/v2/jobs#configuration.load</a>
Should not be set when source_format is ‘DATASTORE_BACKUP’.
Parameter must be defined if ‘schema_object’ is null and autodetect is False.</p></li>
<li><p><strong>schema_object</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.8)"><em>str</em></a>) – If set, a GCS object path pointing to a .json file that
contains the schema for the table. (templated)
Parameter must be defined if ‘schema_fields’ is null and autodetect is False.</p></li>
<li><p><strong>source_format</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.8)"><em>str</em></a>) – File format to export.</p></li>
<li><p><strong>compression</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.8)"><em>str</em></a>) – [Optional] The compression type of the data source.
Possible values include GZIP and NONE.
The default value is NONE.
This setting is ignored for Google Cloud Bigtable,
Google Cloud Datastore backups and Avro formats.</p></li>
<li><p><strong>create_disposition</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.8)"><em>str</em></a>) – The create disposition if the table doesn’t exist.</p></li>
<li><p><strong>skip_leading_rows</strong> (<a class="reference external" href="https://docs.python.org/3/library/functions.html#int" title="(in Python v3.8)"><em>int</em></a>) – Number of rows to skip when loading from a CSV.</p></li>
<li><p><strong>write_disposition</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.8)"><em>str</em></a>) – The write disposition if the table already exists.</p></li>
<li><p><strong>field_delimiter</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.8)"><em>str</em></a>) – The delimiter to use when loading from a CSV.</p></li>
<li><p><strong>max_bad_records</strong> (<a class="reference external" href="https://docs.python.org/3/library/functions.html#int" title="(in Python v3.8)"><em>int</em></a>) – The maximum number of bad records that BigQuery can
ignore when running the job.</p></li>
<li><p><strong>quote_character</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.8)"><em>str</em></a>) – The value that is used to quote data sections in a CSV file.</p></li>
<li><p><strong>ignore_unknown_values</strong> (<a class="reference external" href="https://docs.python.org/3/library/functions.html#bool" title="(in Python v3.8)"><em>bool</em></a>) – [Optional] Indicates if BigQuery should allow
extra values that are not represented in the table schema.
If true, the extra values are ignored. If false, records with extra columns
are treated as bad records, and if there are too many bad records, an
invalid error is returned in the job result.</p></li>
<li><p><strong>allow_quoted_newlines</strong> (<a class="reference external" href="https://docs.python.org/3/library/functions.html#bool" title="(in Python v3.8)"><em>bool</em></a>) – Whether to allow quoted newlines (true) or not (false).</p></li>
<li><p><strong>allow_jagged_rows</strong> (<a class="reference external" href="https://docs.python.org/3/library/functions.html#bool" title="(in Python v3.8)"><em>bool</em></a>) – Accept rows that are missing trailing optional columns.
The missing values are treated as nulls. If false, records with missing trailing
columns are treated as bad records, and if there are too many bad records, an
invalid error is returned in the job result. Only applicable to CSV, ignored
for other formats.</p></li>
<li><p><strong>encoding</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.8)"><em>str</em></a>) – The character encoding of the data. See:
<a class="reference external" href="https://cloud.google.com/bigquery/docs/reference/rest/v2/jobs#configuration.query.tableDefinitions.(key).csvOptions.encoding">https://cloud.google.com/bigquery/docs/reference/rest/v2/jobs#configuration.query.tableDefinitions.(key).csvOptions.encoding</a>
<a class="reference external" href="https://cloud.google.com/bigquery/docs/reference/rest/v2/tables#externalDataConfiguration.csvOptions.encoding">https://cloud.google.com/bigquery/docs/reference/rest/v2/tables#externalDataConfiguration.csvOptions.encoding</a></p></li>
<li><p><strong>max_id_key</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.8)"><em>str</em></a>) – If set, the name of a column in the BigQuery table
that’s to be loaded. This will be used to select the MAX value from
BigQuery after the load occurs. The results will be returned by the
execute() command, which in turn gets stored in XCom for future
operators to use. This can be helpful with incremental loads–during
future executions, you can pick up from the max ID.</p></li>
<li><p><strong>bigquery_conn_id</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.8)"><em>str</em></a>) – Reference to a specific BigQuery hook.</p></li>
<li><p><strong>google_cloud_storage_conn_id</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.8)"><em>str</em></a>) – Reference to a specific Google
cloud storage hook.</p></li>
<li><p><strong>delegate_to</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.8)"><em>str</em></a>) – The account to impersonate, if any. For this to
work, the service account making the request must have domain-wide
delegation enabled.</p></li>
<li><p><strong>schema_update_options</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#list" title="(in Python v3.8)"><em>list</em></a>) – Allows the schema of the destination
table to be updated as a side effect of the load job.</p></li>
<li><p><strong>src_fmt_configs</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#dict" title="(in Python v3.8)"><em>dict</em></a>) – configure optional fields specific to the source format</p></li>
<li><p><strong>external_table</strong> (<a class="reference external" href="https://docs.python.org/3/library/functions.html#bool" title="(in Python v3.8)"><em>bool</em></a>) – Flag to specify if the destination table should be
a BigQuery external table. Default Value is False.</p></li>
<li><p><strong>time_partitioning</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#dict" title="(in Python v3.8)"><em>dict</em></a>) – configure optional time partitioning fields i.e.
partition by field, type and  expiration as per API specifications.
Note that ‘field’ is not available in concurrency with
dataset.table$partition.</p></li>
<li><p><strong>cluster_fields</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#list" title="(in Python v3.8)"><em>list</em></a><em>[</em><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.8)"><em>str</em></a><em>]</em>) – Request that the result of this load be stored sorted
by one or more columns. This is only available in conjunction with
time_partitioning. The order of columns given determines the sort order.
Not applicable for external tables.</p></li>
<li><p><strong>autodetect</strong> (<a class="reference external" href="https://docs.python.org/3/library/functions.html#bool" title="(in Python v3.8)"><em>bool</em></a>) – [Optional] Indicates if we should automatically infer the
options and schema for CSV and JSON sources. (Default: <code class="docutils literal notranslate"><span class="pre">True</span></code>).
Parameter must be setted to True if ‘schema_fields’ and ‘schema_object’ are undefined.
It is suggested to set to True if table are create outside of Airflow.</p></li>
<li><p><strong>encryption_configuration</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#dict" title="(in Python v3.8)"><em>dict</em></a>) – <p>[Optional] Custom encryption configuration (e.g., Cloud KMS keys).
<strong>Example</strong>:</p>
<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">encryption_configuration</span> <span class="o">=</span> <span class="p">{</span>
    <span class="s2">&quot;kmsKeyName&quot;</span><span class="p">:</span> <span class="s2">&quot;projects/testp/locations/us/keyRings/test-kr/cryptoKeys/test-key&quot;</span>
<span class="p">}</span>
</pre></div>
</div>
</p></li>
</ul>
</dd>
</dl>
<dl class="attribute">
<dt id="airflow.contrib.operators.gcs_to_bq.GoogleCloudStorageToBigQueryOperator.template_fields">
<code class="sig-name descname">template_fields</code><em class="property"> = ['bucket', 'source_objects', 'schema_object', 'destination_project_dataset_table']</em><a class="reference internal" href="../../../../../_modules/airflow/contrib/operators/gcs_to_bq.html#GoogleCloudStorageToBigQueryOperator.template_fields"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.contrib.operators.gcs_to_bq.GoogleCloudStorageToBigQueryOperator.template_fields" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>

<dl class="attribute">
<dt id="airflow.contrib.operators.gcs_to_bq.GoogleCloudStorageToBigQueryOperator.template_ext">
<code class="sig-name descname">template_ext</code><em class="property"> = ['.sql']</em><a class="reference internal" href="../../../../../_modules/airflow/contrib/operators/gcs_to_bq.html#GoogleCloudStorageToBigQueryOperator.template_ext"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.contrib.operators.gcs_to_bq.GoogleCloudStorageToBigQueryOperator.template_ext" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>

<dl class="attribute">
<dt id="airflow.contrib.operators.gcs_to_bq.GoogleCloudStorageToBigQueryOperator.ui_color">
<code class="sig-name descname">ui_color</code><em class="property"> = #f0eee4</em><a class="reference internal" href="../../../../../_modules/airflow/contrib/operators/gcs_to_bq.html#GoogleCloudStorageToBigQueryOperator.ui_color"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.contrib.operators.gcs_to_bq.GoogleCloudStorageToBigQueryOperator.ui_color" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>

<dl class="method">
<dt id="airflow.contrib.operators.gcs_to_bq.GoogleCloudStorageToBigQueryOperator.execute">
<code class="sig-name descname">execute</code><span class="sig-paren">(</span><em class="sig-param">self</em>, <em class="sig-param">context</em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../_modules/airflow/contrib/operators/gcs_to_bq.html#GoogleCloudStorageToBigQueryOperator.execute"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.contrib.operators.gcs_to_bq.GoogleCloudStorageToBigQueryOperator.execute" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>

</dd></dl>

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