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<blockquote>
<div></div></blockquote>
<div class="section" id="integration">
<h1>Integration<a class="headerlink" href="#integration" title="Permalink to this headline"></a></h1>
<div class="contents local topic" id="content">
<p class="topic-title">Content</p>
<ul class="simple">
<li><p><a class="reference internal" href="#azure-microsoft-azure" id="id5">Azure: Microsoft Azure</a></p></li>
<li><p><a class="reference internal" href="#aws-amazon-web-services" id="id6">AWS: Amazon Web Services</a></p></li>
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<div class="section" id="azure-microsoft-azure">
<span id="azure"></span><h2><a class="toc-backref" href="#id5">Azure: Microsoft Azure</a><a class="headerlink" href="#azure-microsoft-azure" title="Permalink to this headline"></a></h2>
<p>Airflow has limited support for Microsoft Azure: interfaces exist only for Azure Blob
Storage and Azure Data Lake. Hook, Sensor and Operator for Blob Storage and
Azure Data Lake Hook are in contrib section.</p>
<div class="section" id="logging">
<h3>Logging<a class="headerlink" href="#logging" title="Permalink to this headline"></a></h3>
<p>Airflow can be configured to read and write task logs in Azure Blob Storage.
See <a class="reference internal" href="howto/write-logs.html#write-logs-azure"><span class="std std-ref">Writing Logs to Azure Blob Storage</span></a>.</p>
</div>
<div class="section" id="azure-blob-storage">
<h3>Azure Blob Storage<a class="headerlink" href="#azure-blob-storage" title="Permalink to this headline"></a></h3>
<p>All classes communicate via the Window Azure Storage Blob protocol. Make sure that a
Airflow connection of type <code class="docutils literal notranslate"><span class="pre">wasb</span></code> exists. Authorization can be done by supplying a
login (=Storage account name) and password (=KEY), or login and SAS token in the extra
field (see connection <code class="docutils literal notranslate"><span class="pre">wasb_default</span></code> for an example).</p>
<p>The operators are defined in the following module:</p>
<ul class="simple">
<li><p><a class="reference internal" href="_api/airflow/contrib/sensors/wasb_sensor/index.html#module-airflow.contrib.sensors.wasb_sensor" title="airflow.contrib.sensors.wasb_sensor"><code class="xref py py-mod docutils literal notranslate"><span class="pre">airflow.contrib.sensors.wasb_sensor</span></code></a></p></li>
<li><p><a class="reference internal" href="_api/airflow/contrib/operators/wasb_delete_blob_operator/index.html#module-airflow.contrib.operators.wasb_delete_blob_operator" title="airflow.contrib.operators.wasb_delete_blob_operator"><code class="xref py py-mod docutils literal notranslate"><span class="pre">airflow.contrib.operators.wasb_delete_blob_operator</span></code></a></p></li>
<li><p><a class="reference internal" href="_api/airflow/contrib/operators/file_to_wasb/index.html#module-airflow.contrib.operators.file_to_wasb" title="airflow.contrib.operators.file_to_wasb"><code class="xref py py-mod docutils literal notranslate"><span class="pre">airflow.contrib.operators.file_to_wasb</span></code></a></p></li>
</ul>
<p>They use <a class="reference internal" href="_api/airflow/contrib/hooks/wasb_hook/index.html#airflow.contrib.hooks.wasb_hook.WasbHook" title="airflow.contrib.hooks.wasb_hook.WasbHook"><code class="xref py py-class docutils literal notranslate"><span class="pre">airflow.contrib.hooks.wasb_hook.WasbHook</span></code></a> to communicate with Microsoft Azure.</p>
</div>
<div class="section" id="azure-file-share">
<h3>Azure File Share<a class="headerlink" href="#azure-file-share" title="Permalink to this headline"></a></h3>
<p>Cloud variant of a SMB file share. Make sure that a Airflow connection of
type <code class="docutils literal notranslate"><span class="pre">wasb</span></code> exists. Authorization can be done by supplying a login (=Storage account name)
and password (=Storage account key), or login and SAS token in the extra field
(see connection <code class="docutils literal notranslate"><span class="pre">wasb_default</span></code> for an example).</p>
<p>It uses <a class="reference internal" href="_api/airflow/contrib/hooks/azure_fileshare_hook/index.html#airflow.contrib.hooks.azure_fileshare_hook.AzureFileShareHook" title="airflow.contrib.hooks.azure_fileshare_hook.AzureFileShareHook"><code class="xref py py-class docutils literal notranslate"><span class="pre">airflow.contrib.hooks.azure_fileshare_hook.AzureFileShareHook</span></code></a> to communicate with Microsoft Azure.</p>
</div>
<div class="section" id="azure-cosmosdb">
<h3>Azure CosmosDB<a class="headerlink" href="#azure-cosmosdb" title="Permalink to this headline"></a></h3>
<p>AzureCosmosDBHook communicates via the Azure Cosmos library. Make sure that a
Airflow connection of type <code class="docutils literal notranslate"><span class="pre">azure_cosmos</span></code> exists. Authorization can be done by supplying a
login (=Endpoint uri), password (=secret key) and extra fields database_name and collection_name to specify the
default database and collection to use (see connection <code class="docutils literal notranslate"><span class="pre">azure_cosmos_default</span></code> for an example).</p>
<p>The operators are defined in the following modules:</p>
<ul class="simple">
<li><p><a class="reference internal" href="_api/airflow/contrib/operators/azure_cosmos_operator/index.html#module-airflow.contrib.operators.azure_cosmos_operator" title="airflow.contrib.operators.azure_cosmos_operator"><code class="xref py py-mod docutils literal notranslate"><span class="pre">airflow.contrib.operators.azure_cosmos_operator</span></code></a></p></li>
<li><p><a class="reference internal" href="_api/airflow/contrib/sensors/azure_cosmos_sensor/index.html#module-airflow.contrib.sensors.azure_cosmos_sensor" title="airflow.contrib.sensors.azure_cosmos_sensor"><code class="xref py py-mod docutils literal notranslate"><span class="pre">airflow.contrib.sensors.azure_cosmos_sensor</span></code></a></p></li>
</ul>
<p>They also use <a class="reference internal" href="_api/airflow/contrib/hooks/azure_cosmos_hook/index.html#airflow.contrib.hooks.azure_cosmos_hook.AzureCosmosDBHook" title="airflow.contrib.hooks.azure_cosmos_hook.AzureCosmosDBHook"><code class="xref py py-class docutils literal notranslate"><span class="pre">airflow.contrib.hooks.azure_cosmos_hook.AzureCosmosDBHook</span></code></a> to communicate with Microsoft Azure.</p>
</div>
<div class="section" id="azure-data-lake">
<h3>Azure Data Lake<a class="headerlink" href="#azure-data-lake" title="Permalink to this headline"></a></h3>
<p>AzureDataLakeHook communicates via a REST API compatible with WebHDFS. Make sure that a
Airflow connection of type <code class="docutils literal notranslate"><span class="pre">azure_data_lake</span></code> exists. Authorization can be done by supplying a
login (=Client ID), password (=Client Secret) and extra fields tenant (Tenant) and account_name (Account Name)
(see connection <code class="docutils literal notranslate"><span class="pre">azure_data_lake_default</span></code> for an example).</p>
<p>The operators are defined in the following modules:</p>
<ul class="simple">
<li><p><a class="reference internal" href="_api/airflow/contrib/operators/adls_list_operator/index.html#module-airflow.contrib.operators.adls_list_operator" title="airflow.contrib.operators.adls_list_operator"><code class="xref py py-mod docutils literal notranslate"><span class="pre">airflow.contrib.operators.adls_list_operator</span></code></a></p></li>
<li><p><a class="reference internal" href="_api/airflow/contrib/operators/adls_to_gcs/index.html#module-airflow.contrib.operators.adls_to_gcs" title="airflow.contrib.operators.adls_to_gcs"><code class="xref py py-mod docutils literal notranslate"><span class="pre">airflow.contrib.operators.adls_to_gcs</span></code></a></p></li>
</ul>
<p>They also use <a class="reference internal" href="_api/airflow/contrib/hooks/azure_data_lake_hook/index.html#airflow.contrib.hooks.azure_data_lake_hook.AzureDataLakeHook" title="airflow.contrib.hooks.azure_data_lake_hook.AzureDataLakeHook"><code class="xref py py-class docutils literal notranslate"><span class="pre">airflow.contrib.hooks.azure_data_lake_hook.AzureDataLakeHook</span></code></a> to communicate with Microsoft Azure.</p>
</div>
<div class="section" id="azure-container-instances">
<h3>Azure Container Instances<a class="headerlink" href="#azure-container-instances" title="Permalink to this headline"></a></h3>
<p>Azure Container Instances provides a method to run a docker container without having to worry
about managing infrastructure. The AzureContainerInstanceHook requires a service principal. The
credentials for this principal can either be defined in the extra field <code class="docutils literal notranslate"><span class="pre">key_path</span></code>, as an
environment variable named <code class="docutils literal notranslate"><span class="pre">AZURE_AUTH_LOCATION</span></code>,
or by providing a login/password and tenantId in extras.</p>
<p>The operator is defined in the <a class="reference internal" href="_api/airflow/contrib/operators/azure_container_instances_operator/index.html#module-airflow.contrib.operators.azure_container_instances_operator" title="airflow.contrib.operators.azure_container_instances_operator"><code class="xref py py-mod docutils literal notranslate"><span class="pre">airflow.contrib.operators.azure_container_instances_operator</span></code></a> module.</p>
<p>They also use <a class="reference internal" href="_api/airflow/contrib/hooks/azure_container_volume_hook/index.html#airflow.contrib.hooks.azure_container_volume_hook.AzureContainerVolumeHook" title="airflow.contrib.hooks.azure_container_volume_hook.AzureContainerVolumeHook"><code class="xref py py-class docutils literal notranslate"><span class="pre">airflow.contrib.hooks.azure_container_volume_hook.AzureContainerVolumeHook</span></code></a>,
<a class="reference internal" href="_api/airflow/contrib/hooks/azure_container_registry_hook/index.html#airflow.contrib.hooks.azure_container_registry_hook.AzureContainerRegistryHook" title="airflow.contrib.hooks.azure_container_registry_hook.AzureContainerRegistryHook"><code class="xref py py-class docutils literal notranslate"><span class="pre">airflow.contrib.hooks.azure_container_registry_hook.AzureContainerRegistryHook</span></code></a> and
<a class="reference internal" href="_api/airflow/contrib/hooks/azure_container_instance_hook/index.html#airflow.contrib.hooks.azure_container_instance_hook.AzureContainerInstanceHook" title="airflow.contrib.hooks.azure_container_instance_hook.AzureContainerInstanceHook"><code class="xref py py-class docutils literal notranslate"><span class="pre">airflow.contrib.hooks.azure_container_instance_hook.AzureContainerInstanceHook</span></code></a> to communicate with Microsoft Azure.</p>
<p>The AzureContainerRegistryHook requires a host/login/password to be defined in the connection.</p>
</div>
</div>
<div class="section" id="aws-amazon-web-services">
<span id="aws"></span><h2><a class="toc-backref" href="#id6">AWS: Amazon Web Services</a><a class="headerlink" href="#aws-amazon-web-services" title="Permalink to this headline"></a></h2>
<p>Airflow has extensive support for Amazon Web Services. But note that the Hooks, Sensors and
Operators are in the contrib section.</p>
<div class="section" id="id1">
<h3>Logging<a class="headerlink" href="#id1" title="Permalink to this headline"></a></h3>
<p>Airflow can be configured to read and write task logs in Amazon Simple Storage Service (Amazon S3).
See <a class="reference internal" href="howto/write-logs.html#write-logs-amazon"><span class="std std-ref">Writing Logs to Amazon S3</span></a>.</p>
</div>
<div class="section" id="aws-emr">
<h3>AWS EMR<a class="headerlink" href="#aws-emr" title="Permalink to this headline"></a></h3>
<p>The operators are defined in the following modules:</p>
<ul class="simple">
<li><p><a class="reference internal" href="_api/airflow/contrib/operators/emr_add_steps_operator/index.html#module-airflow.contrib.operators.emr_add_steps_operator" title="airflow.contrib.operators.emr_add_steps_operator"><code class="xref py py-mod docutils literal notranslate"><span class="pre">airflow.contrib.operators.emr_add_steps_operator</span></code></a></p></li>
<li><p><a class="reference internal" href="_api/airflow/contrib/operators/emr_create_job_flow_operator/index.html#module-airflow.contrib.operators.emr_create_job_flow_operator" title="airflow.contrib.operators.emr_create_job_flow_operator"><code class="xref py py-mod docutils literal notranslate"><span class="pre">airflow.contrib.operators.emr_create_job_flow_operator</span></code></a></p></li>
<li><p><a class="reference internal" href="_api/airflow/contrib/operators/emr_terminate_job_flow_operator/index.html#module-airflow.contrib.operators.emr_terminate_job_flow_operator" title="airflow.contrib.operators.emr_terminate_job_flow_operator"><code class="xref py py-mod docutils literal notranslate"><span class="pre">airflow.contrib.operators.emr_terminate_job_flow_operator</span></code></a></p></li>
</ul>
<p>They also use <a class="reference internal" href="_api/airflow/contrib/hooks/emr_hook/index.html#airflow.contrib.hooks.emr_hook.EmrHook" title="airflow.contrib.hooks.emr_hook.EmrHook"><code class="xref py py-class docutils literal notranslate"><span class="pre">airflow.contrib.hooks.emr_hook.EmrHook</span></code></a> to communicate with Amazon Web Service.</p>
</div>
<div class="section" id="aws-s3">
<h3>AWS S3<a class="headerlink" href="#aws-s3" title="Permalink to this headline"></a></h3>
<p>The operators are defined in the following modules:</p>
<ul class="simple">
<li><p><a class="reference internal" href="_api/airflow/operators/s3_file_transform_operator/index.html#module-airflow.operators.s3_file_transform_operator" title="airflow.operators.s3_file_transform_operator"><code class="xref py py-mod docutils literal notranslate"><span class="pre">airflow.operators.s3_file_transform_operator</span></code></a></p></li>
<li><p><a class="reference internal" href="_api/airflow/contrib/operators/s3_list_operator/index.html#module-airflow.contrib.operators.s3_list_operator" title="airflow.contrib.operators.s3_list_operator"><code class="xref py py-mod docutils literal notranslate"><span class="pre">airflow.contrib.operators.s3_list_operator</span></code></a></p></li>
<li><p><a class="reference internal" href="_api/airflow/contrib/operators/s3_to_gcs_operator/index.html#module-airflow.contrib.operators.s3_to_gcs_operator" title="airflow.contrib.operators.s3_to_gcs_operator"><code class="xref py py-mod docutils literal notranslate"><span class="pre">airflow.contrib.operators.s3_to_gcs_operator</span></code></a></p></li>
<li><p><code class="xref py py-mod docutils literal notranslate"><span class="pre">airflow.contrib.operators.s3_to_gcs_transfer_operator</span></code></p></li>
<li><p><a class="reference internal" href="_api/airflow/operators/s3_to_hive_operator/index.html#module-airflow.operators.s3_to_hive_operator" title="airflow.operators.s3_to_hive_operator"><code class="xref py py-mod docutils literal notranslate"><span class="pre">airflow.operators.s3_to_hive_operator</span></code></a></p></li>
</ul>
<p>They also use <a class="reference internal" href="_api/airflow/hooks/S3_hook/index.html#airflow.hooks.S3_hook.S3Hook" title="airflow.hooks.S3_hook.S3Hook"><code class="xref py py-class docutils literal notranslate"><span class="pre">airflow.hooks.S3_hook.S3Hook</span></code></a> to communicate with Amazon Web Service.</p>
</div>
<div class="section" id="aws-batch-service">
<h3>AWS Batch Service<a class="headerlink" href="#aws-batch-service" title="Permalink to this headline"></a></h3>
<p>The operator is defined in the <a class="reference internal" href="_api/airflow/contrib/operators/awsbatch_operator/index.html#airflow.contrib.operators.awsbatch_operator.AWSBatchOperator" title="airflow.contrib.operators.awsbatch_operator.AWSBatchOperator"><code class="xref py py-class docutils literal notranslate"><span class="pre">airflow.contrib.operators.awsbatch_operator.AWSBatchOperator</span></code></a> module.</p>
</div>
<div class="section" id="aws-redshift">
<h3>AWS RedShift<a class="headerlink" href="#aws-redshift" title="Permalink to this headline"></a></h3>
<p>The operators are defined in the following modules:</p>
<ul class="simple">
<li><p><a class="reference internal" href="_api/airflow/contrib/sensors/aws_redshift_cluster_sensor/index.html#module-airflow.contrib.sensors.aws_redshift_cluster_sensor" title="airflow.contrib.sensors.aws_redshift_cluster_sensor"><code class="xref py py-mod docutils literal notranslate"><span class="pre">airflow.contrib.sensors.aws_redshift_cluster_sensor</span></code></a></p></li>
<li><p><a class="reference internal" href="_api/airflow/operators/redshift_to_s3_operator/index.html#module-airflow.operators.redshift_to_s3_operator" title="airflow.operators.redshift_to_s3_operator"><code class="xref py py-mod docutils literal notranslate"><span class="pre">airflow.operators.redshift_to_s3_operator</span></code></a></p></li>
<li><p><a class="reference internal" href="_api/airflow/operators/s3_to_redshift_operator/index.html#module-airflow.operators.s3_to_redshift_operator" title="airflow.operators.s3_to_redshift_operator"><code class="xref py py-mod docutils literal notranslate"><span class="pre">airflow.operators.s3_to_redshift_operator</span></code></a></p></li>
</ul>
<p>They also use <a class="reference internal" href="_api/airflow/contrib/hooks/redshift_hook/index.html#airflow.contrib.hooks.redshift_hook.RedshiftHook" title="airflow.contrib.hooks.redshift_hook.RedshiftHook"><code class="xref py py-class docutils literal notranslate"><span class="pre">airflow.contrib.hooks.redshift_hook.RedshiftHook</span></code></a> to communicate with Amazon Web Service.</p>
</div>
<div class="section" id="aws-dynamodb">
<h3>AWS DynamoDB<a class="headerlink" href="#aws-dynamodb" title="Permalink to this headline"></a></h3>
<p>The operator is defined in the <a class="reference internal" href="_api/airflow/contrib/operators/hive_to_dynamodb/index.html#module-airflow.contrib.operators.hive_to_dynamodb" title="airflow.contrib.operators.hive_to_dynamodb"><code class="xref py py-class docutils literal notranslate"><span class="pre">airflow.contrib.operators.hive_to_dynamodb</span></code></a> module.</p>
<p>It uses <a class="reference internal" href="_api/airflow/contrib/hooks/aws_dynamodb_hook/index.html#airflow.contrib.hooks.aws_dynamodb_hook.AwsDynamoDBHook" title="airflow.contrib.hooks.aws_dynamodb_hook.AwsDynamoDBHook"><code class="xref py py-class docutils literal notranslate"><span class="pre">airflow.contrib.hooks.aws_dynamodb_hook.AwsDynamoDBHook</span></code></a> to communicate with Amazon Web Service.</p>
</div>
<div class="section" id="aws-lambda">
<h3>AWS Lambda<a class="headerlink" href="#aws-lambda" title="Permalink to this headline"></a></h3>
<p>It uses <a class="reference internal" href="_api/airflow/contrib/hooks/aws_lambda_hook/index.html#airflow.contrib.hooks.aws_lambda_hook.AwsLambdaHook" title="airflow.contrib.hooks.aws_lambda_hook.AwsLambdaHook"><code class="xref py py-class docutils literal notranslate"><span class="pre">airflow.contrib.hooks.aws_lambda_hook.AwsLambdaHook</span></code></a> to communicate with Amazon Web Service.</p>
</div>
<div class="section" id="aws-kinesis">
<h3>AWS Kinesis<a class="headerlink" href="#aws-kinesis" title="Permalink to this headline"></a></h3>
<p>It uses <a class="reference internal" href="_api/airflow/contrib/hooks/aws_firehose_hook/index.html#airflow.contrib.hooks.aws_firehose_hook.AwsFirehoseHook" title="airflow.contrib.hooks.aws_firehose_hook.AwsFirehoseHook"><code class="xref py py-class docutils literal notranslate"><span class="pre">airflow.contrib.hooks.aws_firehose_hook.AwsFirehoseHook</span></code></a> to communicate with Amazon Web Service.</p>
</div>
<div class="section" id="amazon-sagemaker">
<h3>Amazon SageMaker<a class="headerlink" href="#amazon-sagemaker" title="Permalink to this headline"></a></h3>
<p>For more instructions on using Amazon SageMaker in Airflow, please see <a class="reference external" href="https://github.com/aws/sagemaker-python-sdk/blob/master/src/sagemaker/workflow/README.rst">the SageMaker Python SDK README</a>.</p>
<p>The operators are defined in the following modules:</p>
<p><a class="reference internal" href="_api/airflow/contrib/operators/sagemaker_training_operator/index.html#module-airflow.contrib.operators.sagemaker_training_operator" title="airflow.contrib.operators.sagemaker_training_operator"><code class="xref py py-mod docutils literal notranslate"><span class="pre">airflow.contrib.operators.sagemaker_training_operator</span></code></a>
<a class="reference internal" href="_api/airflow/contrib/operators/sagemaker_tuning_operator/index.html#module-airflow.contrib.operators.sagemaker_tuning_operator" title="airflow.contrib.operators.sagemaker_tuning_operator"><code class="xref py py-mod docutils literal notranslate"><span class="pre">airflow.contrib.operators.sagemaker_tuning_operator</span></code></a>
<a class="reference internal" href="_api/airflow/contrib/operators/sagemaker_model_operator/index.html#module-airflow.contrib.operators.sagemaker_model_operator" title="airflow.contrib.operators.sagemaker_model_operator"><code class="xref py py-mod docutils literal notranslate"><span class="pre">airflow.contrib.operators.sagemaker_model_operator</span></code></a>
<a class="reference internal" href="_api/airflow/contrib/operators/sagemaker_transform_operator/index.html#module-airflow.contrib.operators.sagemaker_transform_operator" title="airflow.contrib.operators.sagemaker_transform_operator"><code class="xref py py-mod docutils literal notranslate"><span class="pre">airflow.contrib.operators.sagemaker_transform_operator</span></code></a>
<a class="reference internal" href="_api/airflow/contrib/operators/sagemaker_endpoint_config_operator/index.html#module-airflow.contrib.operators.sagemaker_endpoint_config_operator" title="airflow.contrib.operators.sagemaker_endpoint_config_operator"><code class="xref py py-mod docutils literal notranslate"><span class="pre">airflow.contrib.operators.sagemaker_endpoint_config_operator</span></code></a>
<a class="reference internal" href="_api/airflow/contrib/operators/sagemaker_endpoint_operator/index.html#module-airflow.contrib.operators.sagemaker_endpoint_operator" title="airflow.contrib.operators.sagemaker_endpoint_operator"><code class="xref py py-mod docutils literal notranslate"><span class="pre">airflow.contrib.operators.sagemaker_endpoint_operator</span></code></a></p>
<p>They uses <a class="reference internal" href="_api/airflow/contrib/hooks/sagemaker_hook/index.html#airflow.contrib.hooks.sagemaker_hook.SageMakerHook" title="airflow.contrib.hooks.sagemaker_hook.SageMakerHook"><code class="xref py py-class docutils literal notranslate"><span class="pre">airflow.contrib.hooks.sagemaker_hook.SageMakerHook</span></code></a> to communicate with Amazon Web Service.</p>
</div>
</div>
<div class="section" id="databricks">
<span id="id2"></span><h2><a class="toc-backref" href="#id7">Databricks</a><a class="headerlink" href="#databricks" title="Permalink to this headline"></a></h2>
<p>With contributions from <a class="reference external" href="https://databricks.com/">Databricks</a>, Airflow has several operators
which enable the submitting and running of jobs to the Databricks platform. Internally the
operators talk to the <code class="docutils literal notranslate"><span class="pre">api/2.0/jobs/runs/submit</span></code> <a class="reference external" href="https://docs.databricks.com/api/latest/jobs.html#runs-submit">endpoint</a>.</p>
<p>The operators are defined in the <a class="reference internal" href="_api/airflow/contrib/operators/databricks_operator/index.html#module-airflow.contrib.operators.databricks_operator" title="airflow.contrib.operators.databricks_operator"><code class="xref py py-class docutils literal notranslate"><span class="pre">airflow.contrib.operators.databricks_operator</span></code></a> module.</p>
</div>
<div class="section" id="gcp-google-cloud-platform">
<span id="gcp"></span><h2><a class="toc-backref" href="#id8">GCP: Google Cloud Platform</a><a class="headerlink" href="#gcp-google-cloud-platform" title="Permalink to this headline"></a></h2>
<p>Airflow has extensive support for the Google Cloud Platform. But note that most Hooks and
Operators are in the contrib section. Meaning that they have a <em>beta</em> status, meaning that
they can have breaking changes between minor releases.</p>
<p>See the <a class="reference internal" href="howto/connection/gcp.html"><span class="doc">GCP connection type</span></a> documentation to
configure connections to GCP.</p>
<div class="section" id="id3">
<h3>Logging<a class="headerlink" href="#id3" title="Permalink to this headline"></a></h3>
<p>Airflow can be configured to read and write task logs in Google Cloud Storage.
See <a class="reference internal" href="howto/write-logs.html#write-logs-gcp"><span class="std std-ref">Writing Logs to Google Cloud Storage</span></a>.</p>
</div>
<div class="section" id="googlecloudbasehook">
<h3>GoogleCloudBaseHook<a class="headerlink" href="#googlecloudbasehook" title="Permalink to this headline"></a></h3>
<p>All hooks is based on <a class="reference internal" href="_api/airflow/contrib/hooks/gcp_api_base_hook/index.html#airflow.contrib.hooks.gcp_api_base_hook.GoogleCloudBaseHook" title="airflow.contrib.hooks.gcp_api_base_hook.GoogleCloudBaseHook"><code class="xref py py-class docutils literal notranslate"><span class="pre">airflow.contrib.hooks.gcp_api_base_hook.GoogleCloudBaseHook</span></code></a>.</p>
</div>
<div class="section" id="bigquery">
<h3>BigQuery<a class="headerlink" href="#bigquery" title="Permalink to this headline"></a></h3>
<p>The operators are defined in the following module:</p>
<blockquote>
<div><ul class="simple">
<li><p><a class="reference internal" href="_api/airflow/contrib/operators/bigquery_check_operator/index.html#module-airflow.contrib.operators.bigquery_check_operator" title="airflow.contrib.operators.bigquery_check_operator"><code class="xref py py-mod docutils literal notranslate"><span class="pre">airflow.contrib.operators.bigquery_check_operator</span></code></a></p></li>
<li><p><a class="reference internal" href="_api/airflow/contrib/operators/bigquery_get_data/index.html#module-airflow.contrib.operators.bigquery_get_data" title="airflow.contrib.operators.bigquery_get_data"><code class="xref py py-mod docutils literal notranslate"><span class="pre">airflow.contrib.operators.bigquery_get_data</span></code></a></p></li>
<li><p><a class="reference internal" href="_api/airflow/contrib/operators/bigquery_table_delete_operator/index.html#module-airflow.contrib.operators.bigquery_table_delete_operator" title="airflow.contrib.operators.bigquery_table_delete_operator"><code class="xref py py-mod docutils literal notranslate"><span class="pre">airflow.contrib.operators.bigquery_table_delete_operator</span></code></a></p></li>
<li><p><a class="reference internal" href="_api/airflow/contrib/operators/bigquery_to_bigquery/index.html#module-airflow.contrib.operators.bigquery_to_bigquery" title="airflow.contrib.operators.bigquery_to_bigquery"><code class="xref py py-mod docutils literal notranslate"><span class="pre">airflow.contrib.operators.bigquery_to_bigquery</span></code></a></p></li>
<li><p><a class="reference internal" href="_api/airflow/contrib/operators/bigquery_to_gcs/index.html#module-airflow.contrib.operators.bigquery_to_gcs" title="airflow.contrib.operators.bigquery_to_gcs"><code class="xref py py-mod docutils literal notranslate"><span class="pre">airflow.contrib.operators.bigquery_to_gcs</span></code></a></p></li>
</ul>
</div></blockquote>
<p>They also use <a class="reference internal" href="_api/airflow/contrib/hooks/bigquery_hook/index.html#airflow.contrib.hooks.bigquery_hook.BigQueryHook" title="airflow.contrib.hooks.bigquery_hook.BigQueryHook"><code class="xref py py-class docutils literal notranslate"><span class="pre">airflow.contrib.hooks.bigquery_hook.BigQueryHook</span></code></a> to communicate with Google Cloud Platform.</p>
</div>
<div class="section" id="cloud-spanner">
<h3>Cloud Spanner<a class="headerlink" href="#cloud-spanner" title="Permalink to this headline"></a></h3>
<p>The operator is defined in the <a class="reference internal" href="_api/airflow/contrib/operators/gcp_spanner_operator/index.html#module-airflow.contrib.operators.gcp_spanner_operator" title="airflow.contrib.operators.gcp_spanner_operator"><code class="xref py py-class docutils literal notranslate"><span class="pre">airflow.contrib.operators.gcp_spanner_operator</span></code></a> package.</p>
<p>They also use <a class="reference internal" href="_api/airflow/contrib/hooks/gcp_spanner_hook/index.html#airflow.contrib.hooks.gcp_spanner_hook.CloudSpannerHook" title="airflow.contrib.hooks.gcp_spanner_hook.CloudSpannerHook"><code class="xref py py-class docutils literal notranslate"><span class="pre">airflow.contrib.hooks.gcp_spanner_hook.CloudSpannerHook</span></code></a> to communicate with Google Cloud Platform.</p>
</div>
<div class="section" id="cloud-sql">
<h3>Cloud SQL<a class="headerlink" href="#cloud-sql" title="Permalink to this headline"></a></h3>
<p>The operator is defined in the <a class="reference internal" href="_api/airflow/contrib/operators/gcp_sql_operator/index.html#module-airflow.contrib.operators.gcp_sql_operator" title="airflow.contrib.operators.gcp_sql_operator"><code class="xref py py-class docutils literal notranslate"><span class="pre">airflow.contrib.operators.gcp_sql_operator</span></code></a> package.</p>
<p>They also use <a class="reference internal" href="_api/airflow/contrib/hooks/gcp_sql_hook/index.html#airflow.contrib.hooks.gcp_sql_hook.CloudSqlDatabaseHook" title="airflow.contrib.hooks.gcp_sql_hook.CloudSqlDatabaseHook"><code class="xref py py-class docutils literal notranslate"><span class="pre">airflow.contrib.hooks.gcp_sql_hook.CloudSqlDatabaseHook</span></code></a> and <a class="reference internal" href="_api/airflow/contrib/hooks/gcp_sql_hook/index.html#airflow.contrib.hooks.gcp_sql_hook.CloudSqlHook" title="airflow.contrib.hooks.gcp_sql_hook.CloudSqlHook"><code class="xref py py-class docutils literal notranslate"><span class="pre">airflow.contrib.hooks.gcp_sql_hook.CloudSqlHook</span></code></a> to communicate with Google Cloud Platform.</p>
</div>
<div class="section" id="cloud-bigtable">
<h3>Cloud Bigtable<a class="headerlink" href="#cloud-bigtable" title="Permalink to this headline"></a></h3>
<p>The operator is defined in the <a class="reference internal" href="_api/airflow/contrib/operators/gcp_bigtable_operator/index.html#module-airflow.contrib.operators.gcp_bigtable_operator" title="airflow.contrib.operators.gcp_bigtable_operator"><code class="xref py py-class docutils literal notranslate"><span class="pre">airflow.contrib.operators.gcp_bigtable_operator</span></code></a> package.</p>
<p>They also use <a class="reference internal" href="_api/airflow/contrib/hooks/gcp_bigtable_hook/index.html#airflow.contrib.hooks.gcp_bigtable_hook.BigtableHook" title="airflow.contrib.hooks.gcp_bigtable_hook.BigtableHook"><code class="xref py py-class docutils literal notranslate"><span class="pre">airflow.contrib.hooks.gcp_bigtable_hook.BigtableHook</span></code></a> to communicate with Google Cloud Platform.</p>
</div>
<div class="section" id="cloud-build">
<h3>Cloud Build<a class="headerlink" href="#cloud-build" title="Permalink to this headline"></a></h3>
<p>The operator is defined in the <a class="reference internal" href="_api/airflow/contrib/operators/gcp_cloud_build_operator/index.html#module-airflow.contrib.operators.gcp_cloud_build_operator" title="airflow.contrib.operators.gcp_cloud_build_operator"><code class="xref py py-class docutils literal notranslate"><span class="pre">airflow.contrib.operators.gcp_cloud_build_operator</span></code></a> package.</p>
<p>They also use <a class="reference internal" href="_api/airflow/contrib/hooks/gcp_cloud_build_hook/index.html#airflow.contrib.hooks.gcp_cloud_build_hook.CloudBuildHook" title="airflow.contrib.hooks.gcp_cloud_build_hook.CloudBuildHook"><code class="xref py py-class docutils literal notranslate"><span class="pre">airflow.contrib.hooks.gcp_cloud_build_hook.CloudBuildHook</span></code></a> to communicate with Google Cloud Platform.</p>
</div>
<div class="section" id="compute-engine">
<h3>Compute Engine<a class="headerlink" href="#compute-engine" title="Permalink to this headline"></a></h3>
<p>The operators are defined in the <a class="reference internal" href="_api/airflow/contrib/operators/gcp_compute_operator/index.html#module-airflow.contrib.operators.gcp_compute_operator" title="airflow.contrib.operators.gcp_compute_operator"><code class="xref py py-class docutils literal notranslate"><span class="pre">airflow.contrib.operators.gcp_compute_operator</span></code></a> package.</p>
<p>They also use <a class="reference internal" href="_api/airflow/contrib/hooks/gcp_compute_hook/index.html#airflow.contrib.hooks.gcp_compute_hook.GceHook" title="airflow.contrib.hooks.gcp_compute_hook.GceHook"><code class="xref py py-class docutils literal notranslate"><span class="pre">airflow.contrib.hooks.gcp_compute_hook.GceHook</span></code></a> to communicate with Google Cloud Platform.</p>
</div>
<div class="section" id="cloud-functions">
<h3>Cloud Functions<a class="headerlink" href="#cloud-functions" title="Permalink to this headline"></a></h3>
<p>The operators are defined in the <a class="reference internal" href="_api/airflow/contrib/operators/gcp_function_operator/index.html#module-airflow.contrib.operators.gcp_function_operator" title="airflow.contrib.operators.gcp_function_operator"><code class="xref py py-class docutils literal notranslate"><span class="pre">airflow.contrib.operators.gcp_function_operator</span></code></a> package.</p>
<p>They also use <a class="reference internal" href="_api/airflow/contrib/hooks/gcp_function_hook/index.html#airflow.contrib.hooks.gcp_function_hook.GcfHook" title="airflow.contrib.hooks.gcp_function_hook.GcfHook"><code class="xref py py-class docutils literal notranslate"><span class="pre">airflow.contrib.hooks.gcp_function_hook.GcfHook</span></code></a> to communicate with Google Cloud Platform.</p>
</div>
<div class="section" id="cloud-dataflow">
<h3>Cloud DataFlow<a class="headerlink" href="#cloud-dataflow" title="Permalink to this headline"></a></h3>
<p>The operators are defined in the <a class="reference internal" href="_api/airflow/contrib/operators/dataflow_operator/index.html#module-airflow.contrib.operators.dataflow_operator" title="airflow.contrib.operators.dataflow_operator"><code class="xref py py-class docutils literal notranslate"><span class="pre">airflow.contrib.operators.dataflow_operator</span></code></a> package.</p>
<p>They also use <a class="reference internal" href="_api/airflow/contrib/hooks/gcp_dataflow_hook/index.html#airflow.contrib.hooks.gcp_dataflow_hook.DataFlowHook" title="airflow.contrib.hooks.gcp_dataflow_hook.DataFlowHook"><code class="xref py py-class docutils literal notranslate"><span class="pre">airflow.contrib.hooks.gcp_dataflow_hook.DataFlowHook</span></code></a> to communicate with Google Cloud Platform.</p>
</div>
<div class="section" id="cloud-dataproc">
<h3>Cloud DataProc<a class="headerlink" href="#cloud-dataproc" title="Permalink to this headline"></a></h3>
<p>The operators are defined in the <a class="reference internal" href="_api/airflow/contrib/operators/dataproc_operator/index.html#module-airflow.contrib.operators.dataproc_operator" title="airflow.contrib.operators.dataproc_operator"><code class="xref py py-class docutils literal notranslate"><span class="pre">airflow.contrib.operators.dataproc_operator</span></code></a> package.</p>
</div>
<div class="section" id="cloud-datastore">
<h3>Cloud Datastore<a class="headerlink" href="#cloud-datastore" title="Permalink to this headline"></a></h3>
<dl class="simple">
<dt><a class="reference internal" href="_api/airflow/contrib/operators/datastore_export_operator/index.html#airflow.contrib.operators.datastore_export_operator.DatastoreExportOperator" title="airflow.contrib.operators.datastore_export_operator.DatastoreExportOperator"><code class="xref py py-class docutils literal notranslate"><span class="pre">airflow.contrib.operators.datastore_export_operator.DatastoreExportOperator</span></code></a></dt><dd><p>Export entities from Google Cloud Datastore to Cloud Storage.</p>
</dd>
<dt><a class="reference internal" href="_api/airflow/contrib/operators/datastore_import_operator/index.html#airflow.contrib.operators.datastore_import_operator.DatastoreImportOperator" title="airflow.contrib.operators.datastore_import_operator.DatastoreImportOperator"><code class="xref py py-class docutils literal notranslate"><span class="pre">airflow.contrib.operators.datastore_import_operator.DatastoreImportOperator</span></code></a></dt><dd><p>Import entities from Cloud Storage to Google Cloud Datastore.</p>
</dd>
</dl>
<p>They also use <a class="reference internal" href="_api/airflow/contrib/hooks/datastore_hook/index.html#airflow.contrib.hooks.datastore_hook.DatastoreHook" title="airflow.contrib.hooks.datastore_hook.DatastoreHook"><code class="xref py py-class docutils literal notranslate"><span class="pre">airflow.contrib.hooks.datastore_hook.DatastoreHook</span></code></a> to communicate with Google Cloud Platform.</p>
</div>
<div class="section" id="cloud-ml-engine">
<h3>Cloud ML Engine<a class="headerlink" href="#cloud-ml-engine" title="Permalink to this headline"></a></h3>
<dl class="simple">
<dt><a class="reference internal" href="_api/airflow/contrib/operators/mlengine_operator/index.html#airflow.contrib.operators.mlengine_operator.MLEngineBatchPredictionOperator" title="airflow.contrib.operators.mlengine_operator.MLEngineBatchPredictionOperator"><code class="xref py py-class docutils literal notranslate"><span class="pre">airflow.contrib.operators.mlengine_operator.MLEngineBatchPredictionOperator</span></code></a></dt><dd><p>Start a Cloud ML Engine batch prediction job.</p>
</dd>
<dt><a class="reference internal" href="_api/airflow/contrib/operators/mlengine_operator/index.html#airflow.contrib.operators.mlengine_operator.MLEngineModelOperator" title="airflow.contrib.operators.mlengine_operator.MLEngineModelOperator"><code class="xref py py-class docutils literal notranslate"><span class="pre">airflow.contrib.operators.mlengine_operator.MLEngineModelOperator</span></code></a></dt><dd><p>Manages a Cloud ML Engine model.</p>
</dd>
<dt><a class="reference internal" href="_api/airflow/contrib/operators/mlengine_operator/index.html#airflow.contrib.operators.mlengine_operator.MLEngineTrainingOperator" title="airflow.contrib.operators.mlengine_operator.MLEngineTrainingOperator"><code class="xref py py-class docutils literal notranslate"><span class="pre">airflow.contrib.operators.mlengine_operator.MLEngineTrainingOperator</span></code></a></dt><dd><p>Start a Cloud ML Engine training job.</p>
</dd>
<dt><a class="reference internal" href="_api/airflow/contrib/operators/mlengine_operator/index.html#airflow.contrib.operators.mlengine_operator.MLEngineVersionOperator" title="airflow.contrib.operators.mlengine_operator.MLEngineVersionOperator"><code class="xref py py-class docutils literal notranslate"><span class="pre">airflow.contrib.operators.mlengine_operator.MLEngineVersionOperator</span></code></a></dt><dd><p>Manages a Cloud ML Engine model version.</p>
</dd>
</dl>
<p>The operators are defined in the <a class="reference internal" href="_api/airflow/contrib/operators/mlengine_operator/index.html#module-airflow.contrib.operators.mlengine_operator" title="airflow.contrib.operators.mlengine_operator"><code class="xref py py-class docutils literal notranslate"><span class="pre">airflow.contrib.operators.mlengine_operator</span></code></a> package.</p>
<p>They also use <a class="reference internal" href="_api/airflow/contrib/hooks/gcp_mlengine_hook/index.html#airflow.contrib.hooks.gcp_mlengine_hook.MLEngineHook" title="airflow.contrib.hooks.gcp_mlengine_hook.MLEngineHook"><code class="xref py py-class docutils literal notranslate"><span class="pre">airflow.contrib.hooks.gcp_mlengine_hook.MLEngineHook</span></code></a> to communicate with Google Cloud Platform.</p>
</div>
<div class="section" id="cloud-storage">
<h3>Cloud Storage<a class="headerlink" href="#cloud-storage" title="Permalink to this headline"></a></h3>
<p>The operators are defined in the following module:</p>
<blockquote>
<div><ul class="simple">
<li><p><a class="reference internal" href="_api/airflow/contrib/operators/file_to_gcs/index.html#module-airflow.contrib.operators.file_to_gcs" title="airflow.contrib.operators.file_to_gcs"><code class="xref py py-mod docutils literal notranslate"><span class="pre">airflow.contrib.operators.file_to_gcs</span></code></a></p></li>
<li><p><a class="reference internal" href="_api/airflow/contrib/operators/gcs_acl_operator/index.html#module-airflow.contrib.operators.gcs_acl_operator" title="airflow.contrib.operators.gcs_acl_operator"><code class="xref py py-mod docutils literal notranslate"><span class="pre">airflow.contrib.operators.gcs_acl_operator</span></code></a></p></li>
<li><p><a class="reference internal" href="_api/airflow/contrib/operators/gcs_download_operator/index.html#module-airflow.contrib.operators.gcs_download_operator" title="airflow.contrib.operators.gcs_download_operator"><code class="xref py py-mod docutils literal notranslate"><span class="pre">airflow.contrib.operators.gcs_download_operator</span></code></a></p></li>
<li><p><a class="reference internal" href="_api/airflow/contrib/operators/gcs_list_operator/index.html#module-airflow.contrib.operators.gcs_list_operator" title="airflow.contrib.operators.gcs_list_operator"><code class="xref py py-mod docutils literal notranslate"><span class="pre">airflow.contrib.operators.gcs_list_operator</span></code></a></p></li>
<li><p><a class="reference internal" href="_api/airflow/contrib/operators/gcs_operator/index.html#module-airflow.contrib.operators.gcs_operator" title="airflow.contrib.operators.gcs_operator"><code class="xref py py-mod docutils literal notranslate"><span class="pre">airflow.contrib.operators.gcs_operator</span></code></a></p></li>
<li><p><a class="reference internal" href="_api/airflow/contrib/operators/gcs_to_bq/index.html#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></p></li>
<li><p><a class="reference internal" href="_api/airflow/contrib/operators/gcs_to_gcs/index.html#module-airflow.contrib.operators.gcs_to_gcs" title="airflow.contrib.operators.gcs_to_gcs"><code class="xref py py-mod docutils literal notranslate"><span class="pre">airflow.contrib.operators.gcs_to_gcs</span></code></a></p></li>
<li><p><a class="reference internal" href="_api/airflow/contrib/operators/mysql_to_gcs/index.html#module-airflow.contrib.operators.mysql_to_gcs" title="airflow.contrib.operators.mysql_to_gcs"><code class="xref py py-mod docutils literal notranslate"><span class="pre">airflow.contrib.operators.mysql_to_gcs</span></code></a></p></li>
<li><p><a class="reference internal" href="_api/airflow/contrib/operators/mssql_to_gcs/index.html#module-airflow.contrib.operators.mssql_to_gcs" title="airflow.contrib.operators.mssql_to_gcs"><code class="xref py py-mod docutils literal notranslate"><span class="pre">airflow.contrib.operators.mssql_to_gcs</span></code></a></p></li>
<li><p><a class="reference internal" href="_api/airflow/contrib/sensors/gcs_sensor/index.html#module-airflow.contrib.sensors.gcs_sensor" title="airflow.contrib.sensors.gcs_sensor"><code class="xref py py-mod docutils literal notranslate"><span class="pre">airflow.contrib.sensors.gcs_sensor</span></code></a></p></li>
<li><p><a class="reference internal" href="_api/airflow/contrib/operators/gcs_delete_operator/index.html#module-airflow.contrib.operators.gcs_delete_operator" title="airflow.contrib.operators.gcs_delete_operator"><code class="xref py py-mod docutils literal notranslate"><span class="pre">airflow.contrib.operators.gcs_delete_operator</span></code></a></p></li>
</ul>
</div></blockquote>
<p>They also use <a class="reference internal" href="_api/airflow/contrib/hooks/gcs_hook/index.html#airflow.contrib.hooks.gcs_hook.GoogleCloudStorageHook" title="airflow.contrib.hooks.gcs_hook.GoogleCloudStorageHook"><code class="xref py py-class docutils literal notranslate"><span class="pre">airflow.contrib.hooks.gcs_hook.GoogleCloudStorageHook</span></code></a> to communicate with Google Cloud Platform.</p>
</div>
<div class="section" id="transfer-service">
<h3>Transfer Service<a class="headerlink" href="#transfer-service" title="Permalink to this headline"></a></h3>
<p>The operators are defined in the following module:</p>
<blockquote>
<div><ul class="simple">
<li><p><a class="reference internal" href="_api/airflow/contrib/operators/gcp_transfer_operator/index.html#module-airflow.contrib.operators.gcp_transfer_operator" title="airflow.contrib.operators.gcp_transfer_operator"><code class="xref py py-mod docutils literal notranslate"><span class="pre">airflow.contrib.operators.gcp_transfer_operator</span></code></a></p></li>
<li><p><code class="xref py py-mod docutils literal notranslate"><span class="pre">airflow.contrib.sensors.gcp_transfer_operator</span></code></p></li>
</ul>
</div></blockquote>
<p>They also use <a class="reference internal" href="_api/airflow/contrib/hooks/gcp_transfer_hook/index.html#airflow.contrib.hooks.gcp_transfer_hook.GCPTransferServiceHook" title="airflow.contrib.hooks.gcp_transfer_hook.GCPTransferServiceHook"><code class="xref py py-class docutils literal notranslate"><span class="pre">airflow.contrib.hooks.gcp_transfer_hook.GCPTransferServiceHook</span></code></a> to communicate with Google Cloud Platform.</p>
</div>
<div class="section" id="cloud-vision">
<h3>Cloud Vision<a class="headerlink" href="#cloud-vision" title="Permalink to this headline"></a></h3>
<p>The operator is defined in the <a class="reference internal" href="_api/airflow/contrib/operators/gcp_vision_operator/index.html#module-airflow.contrib.operators.gcp_vision_operator" title="airflow.contrib.operators.gcp_vision_operator"><code class="xref py py-class docutils literal notranslate"><span class="pre">airflow.contrib.operators.gcp_vision_operator</span></code></a> package.</p>
<p>They also use <a class="reference internal" href="_api/airflow/contrib/hooks/gcp_vision_hook/index.html#airflow.contrib.hooks.gcp_vision_hook.CloudVisionHook" title="airflow.contrib.hooks.gcp_vision_hook.CloudVisionHook"><code class="xref py py-class docutils literal notranslate"><span class="pre">airflow.contrib.hooks.gcp_vision_hook.CloudVisionHook</span></code></a> to communicate with Google Cloud Platform.</p>
</div>
<div class="section" id="cloud-text-to-speech">
<h3>Cloud Text to Speech<a class="headerlink" href="#cloud-text-to-speech" title="Permalink to this headline"></a></h3>
<p>The operator is defined in the <a class="reference internal" href="_api/airflow/contrib/operators/gcp_text_to_speech_operator/index.html#module-airflow.contrib.operators.gcp_text_to_speech_operator" title="airflow.contrib.operators.gcp_text_to_speech_operator"><code class="xref py py-class docutils literal notranslate"><span class="pre">airflow.contrib.operators.gcp_text_to_speech_operator</span></code></a> package.</p>
<p>They also use <a class="reference internal" href="_api/airflow/contrib/hooks/gcp_text_to_speech_hook/index.html#airflow.contrib.hooks.gcp_text_to_speech_hook.GCPTextToSpeechHook" title="airflow.contrib.hooks.gcp_text_to_speech_hook.GCPTextToSpeechHook"><code class="xref py py-class docutils literal notranslate"><span class="pre">airflow.contrib.hooks.gcp_text_to_speech_hook.GCPTextToSpeechHook</span></code></a> to communicate with Google Cloud Platform.</p>
</div>
<div class="section" id="cloud-speech-to-text">
<h3>Cloud Speech to Text<a class="headerlink" href="#cloud-speech-to-text" title="Permalink to this headline"></a></h3>
<p>The operator is defined in the <a class="reference internal" href="_api/airflow/contrib/operators/gcp_speech_to_text_operator/index.html#module-airflow.contrib.operators.gcp_speech_to_text_operator" title="airflow.contrib.operators.gcp_speech_to_text_operator"><code class="xref py py-class docutils literal notranslate"><span class="pre">airflow.contrib.operators.gcp_speech_to_text_operator</span></code></a> package.</p>
<p>They also use <a class="reference internal" href="_api/airflow/contrib/hooks/gcp_speech_to_text_hook/index.html#airflow.contrib.hooks.gcp_speech_to_text_hook.GCPSpeechToTextHook" title="airflow.contrib.hooks.gcp_speech_to_text_hook.GCPSpeechToTextHook"><code class="xref py py-class docutils literal notranslate"><span class="pre">airflow.contrib.hooks.gcp_speech_to_text_hook.GCPSpeechToTextHook</span></code></a> to communicate with Google Cloud Platform.</p>
</div>
</div>
<div class="section" id="cloud-speech-translate-operators">
<h2><a class="toc-backref" href="#id9">Cloud Speech Translate Operators</a><a class="headerlink" href="#cloud-speech-translate-operators" title="Permalink to this headline"></a></h2>
<p>The operator is defined in the <a class="reference internal" href="_api/airflow/contrib/operators/gcp_translate_speech_operator/index.html#module-airflow.contrib.operators.gcp_translate_speech_operator" title="airflow.contrib.operators.gcp_translate_speech_operator"><code class="xref py py-class docutils literal notranslate"><span class="pre">airflow.contrib.operators.gcp_translate_speech_operator</span></code></a> package.</p>
<dl class="simple">
<dt>They also use <a class="reference internal" href="_api/airflow/contrib/hooks/gcp_speech_to_text_hook/index.html#airflow.contrib.hooks.gcp_speech_to_text_hook.GCPSpeechToTextHook" title="airflow.contrib.hooks.gcp_speech_to_text_hook.GCPSpeechToTextHook"><code class="xref py py-class docutils literal notranslate"><span class="pre">airflow.contrib.hooks.gcp_speech_to_text_hook.GCPSpeechToTextHook</span></code></a> and</dt><dd><p><a class="reference internal" href="_api/airflow/contrib/hooks/gcp_translate_hook/index.html#airflow.contrib.hooks.gcp_translate_hook.CloudTranslateHook" title="airflow.contrib.hooks.gcp_translate_hook.CloudTranslateHook"><code class="xref py py-class docutils literal notranslate"><span class="pre">airflow.contrib.hooks.gcp_translate_hook.CloudTranslateHook</span></code></a> to communicate with Google Cloud Platform.</p>
</dd>
</dl>
<div class="section" id="cloud-translate">
<h3>Cloud Translate<a class="headerlink" href="#cloud-translate" title="Permalink to this headline"></a></h3>
<div class="section" id="cloud-translate-text-operators">
<h4>Cloud Translate Text Operators<a class="headerlink" href="#cloud-translate-text-operators" title="Permalink to this headline"></a></h4>
<dl class="simple">
<dt><a class="reference internal" href="_api/airflow/contrib/operators/gcp_translate_operator/index.html#airflow.contrib.operators.gcp_translate_operator.CloudTranslateTextOperator" title="airflow.contrib.operators.gcp_translate_operator.CloudTranslateTextOperator"><code class="xref py py-class docutils literal notranslate"><span class="pre">airflow.contrib.operators.gcp_translate_operator.CloudTranslateTextOperator</span></code></a></dt><dd><p>Translate a string or list of strings.</p>
</dd>
</dl>
<p>The operator is defined in the <a class="reference internal" href="_api/airflow/contrib/operators/gcp_translate_operator/index.html#module-airflow.contrib.operators.gcp_translate_operator" title="airflow.contrib.operators.gcp_translate_operator"><code class="xref py py-class docutils literal notranslate"><span class="pre">airflow.contrib.operators.gcp_translate_operator</span></code></a> package.</p>
</div>
</div>
<div class="section" id="cloud-video-intelligence">
<h3>Cloud Video Intelligence<a class="headerlink" href="#cloud-video-intelligence" title="Permalink to this headline"></a></h3>
<p>The operators are defined in the <a class="reference internal" href="_api/airflow/contrib/operators/gcp_video_intelligence_operator/index.html#module-airflow.contrib.operators.gcp_video_intelligence_operator" title="airflow.contrib.operators.gcp_video_intelligence_operator"><code class="xref py py-class docutils literal notranslate"><span class="pre">airflow.contrib.operators.gcp_video_intelligence_operator</span></code></a> package.</p>
<p>They also use <a class="reference internal" href="_api/airflow/contrib/hooks/gcp_video_intelligence_hook/index.html#airflow.contrib.hooks.gcp_video_intelligence_hook.CloudVideoIntelligenceHook" title="airflow.contrib.hooks.gcp_video_intelligence_hook.CloudVideoIntelligenceHook"><code class="xref py py-class docutils literal notranslate"><span class="pre">airflow.contrib.hooks.gcp_video_intelligence_hook.CloudVideoIntelligenceHook</span></code></a> to communicate with Google Cloud Platform.</p>
</div>
<div class="section" id="google-kubernetes-engine">
<h3>Google Kubernetes Engine<a class="headerlink" href="#google-kubernetes-engine" title="Permalink to this headline"></a></h3>
<p>The operators are defined in the <a class="reference internal" href="_api/airflow/contrib/operators/gcp_container_operator/index.html#module-airflow.contrib.operators.gcp_container_operator" title="airflow.contrib.operators.gcp_container_operator"><code class="xref py py-class docutils literal notranslate"><span class="pre">airflow.contrib.operators.gcp_container_operator</span></code></a> package.</p>
<p>They also use <a class="reference internal" href="_api/airflow/contrib/hooks/gcp_container_hook/index.html#airflow.contrib.hooks.gcp_container_hook.GKEClusterHook" title="airflow.contrib.hooks.gcp_container_hook.GKEClusterHook"><code class="xref py py-class docutils literal notranslate"><span class="pre">airflow.contrib.hooks.gcp_container_hook.GKEClusterHook</span></code></a> to communicate with Google Cloud Platform.</p>
</div>
<div class="section" id="google-natural-language">
<h3>Google Natural Language<a class="headerlink" href="#google-natural-language" title="Permalink to this headline"></a></h3>
<p>The operators are defined in the <a class="reference internal" href="_api/airflow/contrib/operators/gcp_natural_language_operator/index.html#module-airflow.contrib.operators.gcp_natural_language_operator" title="airflow.contrib.operators.gcp_natural_language_operator"><code class="xref py py-class docutils literal notranslate"><span class="pre">airflow.contrib.operators.gcp_natural_language_operator</span></code></a> package.</p>
<p>They also use <code class="xref py py-class docutils literal notranslate"><span class="pre">airflow.contrib.hooks.gcp_natural_language_operator.CloudNaturalLanguageHook</span></code> to communicate with Google Cloud Platform.</p>
</div>
<div class="section" id="google-cloud-data-loss-prevention-dlp">
<h3>Google Cloud Data Loss Prevention (DLP)<a class="headerlink" href="#google-cloud-data-loss-prevention-dlp" title="Permalink to this headline"></a></h3>
<p>The operators are defined in the <a class="reference internal" href="_api/airflow/contrib/operators/gcp_dlp_operator/index.html#module-airflow.contrib.operators.gcp_dlp_operator" title="airflow.contrib.operators.gcp_dlp_operator"><code class="xref py py-class docutils literal notranslate"><span class="pre">airflow.contrib.operators.gcp_dlp_operator</span></code></a> package.</p>
<p>They also use <a class="reference internal" href="_api/airflow/contrib/hooks/gcp_dlp_hook/index.html#airflow.contrib.hooks.gcp_dlp_hook.CloudDLPHook" title="airflow.contrib.hooks.gcp_dlp_hook.CloudDLPHook"><code class="xref py py-class docutils literal notranslate"><span class="pre">airflow.contrib.hooks.gcp_dlp_hook.CloudDLPHook</span></code></a> to communicate with Google Cloud Platform.</p>
</div>
<div class="section" id="google-cloud-tasks">
<h3>Google Cloud Tasks<a class="headerlink" href="#google-cloud-tasks" title="Permalink to this headline"></a></h3>
<p>The operators are defined in the <code class="xref py py-class docutils literal notranslate"><span class="pre">airflow.contrib.operators.gcp_tasks_operator</span></code> package.</p>
<p>They also use <code class="xref py py-class docutils literal notranslate"><span class="pre">airflow.contrib.hooks.gcp_tasks_hook.CloudTasksHook</span></code> to communicate with Google Cloud Platform.</p>
</div>
</div>
<div class="section" id="qubole">
<span id="id4"></span><h2><a class="toc-backref" href="#id10">Qubole</a><a class="headerlink" href="#qubole" title="Permalink to this headline"></a></h2>
<p>Apache Airflow has a native operator and hooks to talk to <a class="reference external" href="https://qubole.com/">Qubole</a>,
which lets you submit your big data jobs directly to Qubole from Apache Airflow.</p>
<p>The operators are defined in the following module:</p>
<blockquote>
<div><ul class="simple">
<li><p><a class="reference internal" href="_api/airflow/contrib/operators/qubole_operator/index.html#module-airflow.contrib.operators.qubole_operator" title="airflow.contrib.operators.qubole_operator"><code class="xref py py-mod docutils literal notranslate"><span class="pre">airflow.contrib.operators.qubole_operator</span></code></a></p></li>
<li><p><a class="reference internal" href="_api/airflow/contrib/sensors/qubole_sensor/index.html#module-airflow.contrib.sensors.qubole_sensor" title="airflow.contrib.sensors.qubole_sensor"><code class="xref py py-mod docutils literal notranslate"><span class="pre">airflow.contrib.sensors.qubole_sensor</span></code></a></p></li>
<li><p><a class="reference internal" href="_api/airflow/contrib/sensors/qubole_sensor/index.html#module-airflow.contrib.sensors.qubole_sensor" title="airflow.contrib.sensors.qubole_sensor"><code class="xref py py-mod docutils literal notranslate"><span class="pre">airflow.contrib.sensors.qubole_sensor</span></code></a></p></li>
<li><p><a class="reference internal" href="_api/airflow/contrib/operators/qubole_check_operator/index.html#module-airflow.contrib.operators.qubole_check_operator" title="airflow.contrib.operators.qubole_check_operator"><code class="xref py py-mod docutils literal notranslate"><span class="pre">airflow.contrib.operators.qubole_check_operator</span></code></a></p></li>
</ul>
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