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The Kyvos 2023.5 has introduced Kyvos now comes with an in-house data storage layer called the Kyvos Analytical Store. The data store is designed to support complex, long-running queries that process significant portions of the stored dataset. 

This layer provides efficient data storage and retrieval capabilities that help to optimize both cost and time savings. The Kyvos Analytical Store is specifically designed to support complex, long-running queries that process substantial portions of the stored dataset. It is equipped with a columnar-vectorized query execution engine that processes a large batch of values, referred to as a "vector", in a single operation. This vectorized query execution significantly improves performance, especially in OLAP queries.

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Memory tuning parameters 

In From Kyvos 2023.5 releaseonwards, we have smartness to configure Heap, Off-heap, and other required memory on Query Engines are automatically configured if memory mode is mode is set to Auto mode.   User needs to perform below steps in case they want to use Kyvos Analytical store  Steps to enable  For more details, see the Kyvos Java options page in Kyvos Manager.

To enable Kyvos Analytical store, perform the following steps.   

  1. Login to Kyvos Manager and navigate to Properties > queryengine.properties Search properties 

  2. In the queryengine.properties, search for the DS_CONNECTION_CONF property.

    • Default The default value will be Blank  

    • Set this value as SET memory_limit='10GB'; SET THREADS to 1; and then save it. 

  3. Restart the Query Engine services from the Kyvos Manager dashboard.

For manual memory modeconfiguration, perform the following post-deployment steps.

  1. Open the Kyvos Java options page in Kyvos Manager and Navigate to the Query Engine section. 

  2. If Configure Heap memory for Query Engine is set as Auto, no need to change anythingis required. 

  3. If

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  1. Configure Heap memory

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  1. for Query Engine is set as Manual, reduce

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  1. Off-Heap memory by 10 GB. 
    For Example,

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  1. Suppose the

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  1. total machine memory is 128 GB,

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  1. whereas 45 GB is assigned to Heap, and 66 GB is assigned to Off-Heap.

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  1. In that case, you need to set Heap as 45 GB and Off-Heap as 56 GB so

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  1. Kyvos can use the remaining 10 GB internally for the new data store-based architecture

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Important
In case of upgrading, you need to add the datastore jar to the Spark class path. To do this, follow the steps below.  

  1. Login to Kyvos and go to the Connection page.

  2. Search “kyvos.connection.classpath.common.jar” and add the ../lib/duckdb_jdbc.jar value in the existing class path. 

  3. Restart Kyvos services.