laserninja opened a new pull request, #58787:
URL: https://github.com/apache/spark/pull/58787

   ### What changes were proposed in this pull request?
   
   Copy the collation lookup before stripping provider names in 
StructField.fromJson. Add regression coverage for reusing dictionaries with 
collated strings, arrays, maps, and nested structs.
   
   ### Why are the changes needed?
   
   Parsing a cached schema dictionary changes its collation metadata. A second 
StructType.fromJson call on the same dictionary raises AssertionError because 
the provider prefix was removed.
   
   ```python
   from pyspark.sql.types import StringType, StructField, StructType
   payload = StructType([StructField("s", 
StringType("UTF8_LCASE"))]).jsonValue()
   StructType.fromJson(payload)
   StructType.fromJson(payload)  # AssertionError
   ```
   
   ### Does this PR introduce _any_ user-facing change?
   
   Yes. Parsing schema JSON no longer mutates the input dictionary, and 
repeated parsing of the same dictionary succeeds.
   
   ### How was this patch tested?
   
   The new regression tests failed before the fix and passed afterward on 
Python 3.10.11 with NumPy 2.2.6. The focused run passed 25 tests, including 
parameterized subtests:
   
   ```bash
   PYTHONPATH=python TERM=dumb python -m unittest 
pyspark.sql.tests.test_types.DataTypeTests 
pyspark.sql.tests.test_types.DataTypeVerificationTests -q
   PYTHON_EXECUTABLE=python ./dev/lint-python --compile --custom-pyspark-error 
--ruff
   ```
   
   Run the commands with the Python virtual environment activated; the local 
run shared an environment from a sibling checkout. The tests call public Python 
APIs directly and require no SparkSession. Python compilation, custom-error 
checks, Ruff lint, and Ruff formatting passed. JVM-backed suites were not run 
because these fixes are confined to Python-side logic.
   
   Draft pending creation and linking of the corresponding ASF Jira issue.
   
   ### Was this patch authored or co-authored using generative AI tooling?
   
   Generated-by: OpenAI Codex (GPT-6).
   


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