damccorm opened a new pull request, #41061:
URL: https://github.com/apache/beam/pull/41061

   ### Description
   
   Optimizes bytecode return-type inference and schema type translation during 
pipeline graph construction:
   
   1. **Cache opcode dispatch tables in 
`trivial_inference.infer_return_type_func` 
(`sdks/python/apache_beam/typehints/trivial_inference.py`):**
      - Previously, `infer_return_type_func` imported `opcodes` and 
`intrinsic_one_ops` and rebuilt the `simple_ops` dictionary (`{k.upper(): v for 
k, v in opcodes.__dict__.items()}`) on every call.
      - Hoists `_SIMPLE_OPS` and `_INT_ONE_OPS` to module-level cached tables 
initialized once on first use.
   2. **Fast-path primitive atomic types in 
`SchemaTranslation.typing_to_runner_api` 
(`sdks/python/apache_beam/typehints/schemas.py`):**
      - Checks `PRIMITIVE_TO_ATOMIC_TYPE` at the top of `typing_to_runner_api` 
before inspecting generic origin/dataclass/NamedTuple metadata (**1.26x 
faster** schema field translation).
   
   ### Testing
   - Verified with `pytest 
sdks/python/apache_beam/typehints/trivial_inference_test.py 
sdks/python/apache_beam/typehints/schemas_test.py`.


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