chore: add pyarrow-stubs dependency for type hint & suggestion (#2768)

# Rationale for this change

This PR adds `pyarrow-stubs` to the project's development dependencies
which provide suggestions and parameter hints, speeding up development.

## Are these changes tested?
Tested the type hint 

## Are there any user-facing changes?
No. This is strictly a development dependency and does not affect the
runtime package distributed to users.

Author: dingo4dev

pyproject.toml

@@ -116,6 +116,7 @@ dev = [
     "docutils!=0.21.post1",
     "mypy-boto3-glue>=1.28.18",
     "mypy-boto3-dynamodb>=1.28.18",
+    "pyarrow-stubs>=20.0.0.20251107", # Remove when pyarrow >= 23.0.0 https://github.com/apache/arrow/pull/47609
 ]
 # for mkdocs
 docs = [