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https://issues.apache.org/jira/browse/IGNITE-27688?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Vladimir Pligin updated IGNITE-27688:
-------------------------------------
    Description: 
h3. Background

In Apache Ignite 2, the {{getPagesFillFactor()}} method in 
{{DataRegionMetrics}} provided a critical metric for monitoring memory 
efficiency. This metric is missing in Apache Ignite 3 and needs to be 
implemented to maintain feature parity and provide users with essential memory 
monitoring capabilities.

The page fill factor represents the *ratio of space occupied by user and system 
data to the total size of all allocated pages* that contain this data. It is 
expressed as a value between 0.0 and 1.0.
h3. Purpose and Use Cases

This metric helps determine:
 # *Memory Efficiency* - How much of the allocated page memory is actually 
being used for storing data versus being wasted as empty space within pages.
 # *Fragmentation Detection* - A low fill factor indicates that data pages are 
fragmented, meaning there is significant empty space distributed across pages 
that cannot be reclaimed.
 # *Capacity Planning* - Used to estimate actual data size.
 # *Performance Tuning (and memory utilization)* - Low fill factor may indicate 
the need for page size adjustment

  was:
h3. Background

In Apache Ignite 2, the {{getPagesFillFactor()}} method in 
{{DataRegionMetrics}} provided a critical metric for monitoring memory 
efficiency. This metric is missing in Apache Ignite 3 and needs to be 
implemented to maintain feature parity and provide users with essential memory 
monitoring capabilities.
h3. What is Page Fill Factor?

The page fill factor represents the *ratio of space occupied by user and system 
data to the total size of all allocated pages* that contain this data. It is 
expressed as a value between 0.0 and 1.0.
h3. Purpose and Use Cases

This metric helps determine:
 # *Memory Efficiency* - How much of the allocated page memory is actually 
being used for storing data versus being wasted as empty space within pages.
 # *Fragmentation Detection* - A low fill factor indicates that data pages are 
fragmented, meaning there is significant empty space distributed across pages 
that cannot be reclaimed.
 # *Capacity Planning* - Used to estimate actual data size.

 # *Performance Tuning (and memory utilization)* - Low fill factor may indicate 
the need for page size adjustment


> Implement getPagesFillFactor metric
> -----------------------------------
>
>                 Key: IGNITE-27688
>                 URL: https://issues.apache.org/jira/browse/IGNITE-27688
>             Project: Ignite
>          Issue Type: Improvement
>          Components: storage engines ai3
>            Reporter: Vladimir Pligin
>            Priority: Major
>              Labels: ignite-3
>
> h3. Background
> In Apache Ignite 2, the {{getPagesFillFactor()}} method in 
> {{DataRegionMetrics}} provided a critical metric for monitoring memory 
> efficiency. This metric is missing in Apache Ignite 3 and needs to be 
> implemented to maintain feature parity and provide users with essential 
> memory monitoring capabilities.
> The page fill factor represents the *ratio of space occupied by user and 
> system data to the total size of all allocated pages* that contain this data. 
> It is expressed as a value between 0.0 and 1.0.
> h3. Purpose and Use Cases
> This metric helps determine:
>  # *Memory Efficiency* - How much of the allocated page memory is actually 
> being used for storing data versus being wasted as empty space within pages.
>  # *Fragmentation Detection* - A low fill factor indicates that data pages 
> are fragmented, meaning there is significant empty space distributed across 
> pages that cannot be reclaimed.
>  # *Capacity Planning* - Used to estimate actual data size.
>  # *Performance Tuning (and memory utilization)* - Low fill factor may 
> indicate the need for page size adjustment



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