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gdi/opentelemetry/components/apache-spark-receiver.rst

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.. meta::
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:description: The Apache Spark receiver fetches metrics for an Apache Spark cluster through the Apache Spark REST API.
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The Apache Spark receiver metrics for an Apache Spark cluster through the Apache Spark REST API. The supported pipeline type is ``metrics``. See :ref:`otel-data-processing` for more information.
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The Apache Spark receiver monitors Apache Spark clusters and the applications running on them through the collection of performance metrics like memory utilization, CPU utilization, shuffle operations, and more. The supported pipeline type is ``metrics``. See :ref:`otel-data-processing` for more information.
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.. note:: Out-of-the-box dashboards and navigators aren't supported for the Apache Spark receiver yet, but are planned for a future release.
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The receiver uses the following endpoints: ``/metrics/json``, ``/api/v1/applications/[app-id]/stages``, ``/api/v1/applications/[app-id]/executors``, and ``/api/v1/applications/[app-id]/jobs endpoints``.
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Purpose
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The purpose of this component is to monitor Apache Spark clusters and the applications running on them through the collection of performance metrics like memory utilization, CPU utilization, shuffle operations, and more.
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The receiver retrieves metrics through the Apache Spark REST API using the following endpoints: ``/metrics/json``, ``/api/v1/applications/[app-id]/stages``, ``/api/v1/applications/[app-id]/executors``, and ``/api/v1/applications/[app-id]/jobs endpoints``.
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Prerequisites
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======================

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