[runtime] Support async execution for cross language resources.

[wenjin272]

Linked issue: #448

Purpose of change

When invoking a Java method via Pemja from a Python async thread, if that Java method creates objects using reflection, a ClassNotFoundException may occur because the Python async thread lacks the necessary Java environment context.

In Flink agents, this issue occurs when the Python API calls a Java resource that depends on other Java resources in async thread. For example, the python chat model action call chat of a java chat model setup, and the setup will get the correspond chat model connection, which will construct the connection object by reflection.

To resolve this issue, this patch moves the construction from the python async thread to the python pemja thread.

This patch depends on alibaba/pemja#95 in pemja. Therefore, we need to wait for the fix versions for Pemja and Flink 1.20, 2.0, 2.1, and 2.2.

Tests

existed e2e test for cross language resources

API

Yes. Add open for Resource

Documentation

• doc-needed
• doc-not-needed
• doc-included

[wenjin272]

After the code review is complete with no issues, I will add the corresponding documentation updates to this PR.