*:improve memory control

[asddongmen]

What problem does this PR solve?

Issue Number: close #xxx

What is changed and how it works?

Check List

Tests

• Unit test
• Integration test
• Manual test (add detailed scripts or steps below)
• No code

Questions

Will it cause performance regression or break compatibility?

Do you need to update user documentation, design documentation or monitoring documentation?

Release note

Please refer to [Release Notes Language Style Guide](https://pingcap.github.io/tidb-dev-guide/contribute-to-tidb/release-notes-style-guide.html) to write a quality release note.

If you don't think this PR needs a release note then fill it with `None`.

[ti-chi-bot]

Skipping CI for Draft Pull Request.
If you want CI signal for your change, please convert it to an actual PR.
You can still manually trigger a test run with /test all

[ti-chi-bot]

[APPROVALNOTIFIER] This PR is NOT APPROVED

This pull-request has been approved by:
Once this PR has been reviewed and has the lgtm label, please assign wk989898 for approval. For more information see the Code Review Process.
Please ensure that each of them provides their approval before proceeding.

The full list of commands accepted by this bot can be found here.

Details

Needs approval from an approver in each of these files:

• OWNERS

Approvers can indicate their approval by writing /approve in a comment
Approvers can cancel approval by writing /approve cancel in a comment

[gemini-code-assist]

Summary of Changes

Hello @asddongmen, I'm Gemini Code Assist¹! I'm currently reviewing this pull request and will post my feedback shortly. In the meantime, here's a summary to help you and other reviewers quickly get up to speed!

This pull request introduces a significant enhancement to the system's memory control by upgrading the congestion control messaging to include detailed memory usage and maximum memory limits. A new dynamic scan interval adjustment mechanism has been implemented, allowing changefeeds to adapt their scanning rate based on real-time memory consumption. This adaptive approach is designed to improve system stability and performance by proactively managing memory pressure.

Highlights

• Versioned Congestion Control: Introduced CongestionControlVersion2 to include Used and Max memory information for changefeeds in congestion control messages, allowing for more granular memory management.
• Dynamic Scan Interval Adjustment: Implemented a mechanism to dynamically adjust the scan interval for changefeeds based on their observed memory usage, aiming to prevent memory overruns and improve stability.
• Memory Usage Tracking: Added a new memoryUsageWindow component to sample and average memory usage ratios over time, which informs the dynamic scan interval adjustments.
• Enhanced Event Collector: The EventCollector now gathers and reports detailed memory usage metrics (Used and Max) from memory quotas, sending them via the new CongestionControlVersion2 messages.
• Event Broker Integration: The EventBroker was updated to process the new versioned congestion control messages, extract memory usage data, and apply the dynamic scan interval adjustments to changefeeds.

🧠 New Feature in Public Preview: You can now enable Memory to help Gemini Code Assist learn from your team's feedback. This makes future code reviews more consistent and personalized to your project's style. Click here to enable Memory in your admin console.

Using Gemini Code Assist

The full guide for Gemini Code Assist can be found on our documentation page, here are some quick tips.

Invoking Gemini

You can request assistance from Gemini at any point by creating a comment using either /gemini <command> or @gemini-code-assist <command>. Below is a summary of the supported commands on the current page.

Feature	Command	Description
Code Review	/gemini review	Performs a code review for the current pull request in its current state.
Pull Request Summary	/gemini summary	Provides a summary of the current pull request in its current state.
Comment	@gemini-code-assist	Responds in comments when explicitly tagged, both in pull request comments and review comments.
Help	/gemini help	Displays a list of available commands.

Customization

To customize Gemini Code Assist for GitHub experience, repository maintainers can create a configuration file and/or provide a custom code review style guide (such as PEP-8 for Python) by creating and adding files to a .gemini/ folder in the base of the repository. Detailed instructions can be found here.

Limitations & Feedback

Gemini Code Assist may make mistakes. Please leave feedback on any instances where its feedback is incorrect or counter productive. You can react with 👍 and 👎 on @gemini-code-assist comments. If you're interested in giving your feedback about your experience with Gemini Code Assist for Github and other Google products, sign up here.

You can also get AI-powered code generation, chat, as well as code reviews directly in the IDE at no cost with the Gemini Code Assist IDE Extension.

Footnotes

1. Review the Privacy Notices, Generative AI Prohibited Use Policy, Terms of Service, and learn how to configure Gemini Code Assist in GitHub here. Gemini can make mistakes, so double check it and use code with caution. ↩

[gemini-code-assist]

Code Review

This pull request enhances memory control by introducing a version 2 for congestion control messages, which now include used and max memory details. This new information is leveraged to dynamically adjust the event scanning interval, making memory management more adaptive. The implementation is solid and includes relevant tests for the new functionality. My feedback primarily focuses on opportunities to refactor duplicated code in the serialization logic to improve long-term maintainability.

[gemini-code-assist]

The logic for updating changefeedUsedMemory and changefeedMaxMemory is duplicated. To improve maintainability and reduce redundancy, consider extracting this logic into a helper function.

[ti-chi-bot]

[FORMAT CHECKER NOTIFICATION]

Notice: To remove the do-not-merge/needs-linked-issue label, please provide the linked issue number on one line in the PR body, for example: Issue Number: close #123 or Issue Number: ref #456.

_{📖 For more info, you can check the "Contribute Code" section in the development guide.}