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    regarding copyright ownership.  The ASF licenses this file
    to you under the Apache License, Version 2.0 (the
    "License"); you may not use this file except in compliance
    with the License.  You may obtain a copy of the License at

 ..   http://www.apache.org/licenses/LICENSE-2.0

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    software distributed under the License is distributed on an
    "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
    KIND, either express or implied.  See the License for the
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    under the License.


Google Cloud Life Sciences Operators
====================================
The `Google Cloud Life Sciences <https://cloud.google.com/life-sciences/>`__ is a service that executes
series of compute engine containers on the Google Cloud. It is used to process, analyze and annotate genomics
and biomedical data at scale.

Prerequisite Tasks
^^^^^^^^^^^^^^^^^^

.. include::/operators/_partials/prerequisite_tasks.rst


Pipeline Configuration
^^^^^^^^^^^^^^^^^^^^^^
In order to run the pipeline, it is necessary to configure the request body.
Here is an example of the pipeline configuration with a single action.

.. exampleinclude:: /../../airflow/providers/google/cloud/example_dags/example_life_sciences.py
    :language: python
    :dedent: 0
    :start-after: [START howto_configure_simple_action_pipeline]
    :end-before: [END howto_configure_simple_action_pipeline]

The pipeline can also be configured with multiple action.

.. exampleinclude:: /../../airflow/providers/google/cloud/example_dags/example_life_sciences.py
    :language: python
    :dedent: 0
    :start-after: [START howto_configure_multiple_action_pipeline]
    :end-before: [END howto_configure_multiple_action_pipeline]

Read about the `request body parameters <https://cloud.google.com/life-sciences/docs/reference/rest/v2beta/projects.locations.pipelines/run?authuser=1#request-body/>`__
to understand all the fields you can include in the configuration

.. _howto/operator:LifeSciencesRunPipelineOperator:

Running a pipeline
-------------------------------
Use the
:class:`~airflow.providers.google.cloud.operators.life_sciences.LifeSciencesRunPipelineOperator`
to execute pipelines.

.. exampleinclude:: /../../airflow/providers/google/cloud/example_dags/example_life_sciences.py
    :language: python
    :dedent: 0
    :start-after: [START howto_run_pipeline]
    :end-before: [END howto_run_pipeline]

Reference
^^^^^^^^^

For further information, look at:

* `Client Library Documentation <https://cloud.google.com/life-sciences/docs/reference/rest>`__
* `Product Documentation <https://cloud.google.com/life-sciences/docs/>`__