chore(deps): update dependency pyspark to v3.5.7

[renovate-bot]

This PR contains the following updates:

Package	Change	Age	Confidence
pyspark (source)	==3.5.5 → ==3.5.7

---

Release Notes

apache/spark (pyspark)

v3.5.7

Compare Source

v3.5.6

Compare Source

---

Configuration

📅 Schedule: Branch creation - On day 1 of the month, every 3 months ( * * 1 */3 * ) (UTC), Automerge - At any time (no schedule defined).

🚦 Automerge: Disabled by config. Please merge this manually once you are satisfied.

♻ Rebasing: Never, or you tick the rebase/retry checkbox.

🔕 Ignore: Close this PR and you won't be reminded about this update again.

---

• If you want to rebase/retry this PR, check this box

---

This PR was generated by Mend Renovate. View the repository job log.

[gemini-code-assist]

Summary of Changes

Hello @renovate-bot, 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 focuses on maintaining the project's dependencies by updating the pyspark library to its latest stable version, 3.5.7. This ensures that the pubsublite/spark-connector module benefits from the most recent bug fixes, performance enhancements, and features introduced in PySpark versions 3.5.6 and 3.5.7, contributing to overall stability and compatibility.

Highlights

• Dependency Update: The pyspark dependency has been updated from version 3.5.5 to 3.5.7.
• File Affected: This update specifically targets the pubsublite/spark-connector/requirements.txt file.

🧠 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 PR, generated by Renovate, updates the pyspark dependency to version 3.5.7. My review focuses on the context of this change. The Pub/Sub Lite Spark connector, for which this dependency is being updated, is deprecated and its tests are disabled. This means the dependency update is not being validated, which poses a maintenance risk. I have added a comment on the requirements.txt file with a suggestion to mitigate this risk.

[gemini-code-assist]

This pyspark dependency update is for the Pub/Sub Lite Spark connector. As noted in spark_streaming_test.py, this connector is deprecated and its tests are currently skipped. This means the change in this PR is not being validated by any tests, introducing a risk of breakage, even for a patch update. To mitigate this, I recommend either re-enabling a minimal set of tests to cover this dependency or configuring Renovate to stop updating dependencies for this deprecated component.