rich7420 opened a new pull request, #1324:
URL: https://github.com/apache/mahout/pull/1324

   ## Summary
   
   - `Preprocessor::validate_batch` and `AmplitudeEncoder::encode_batch_f32` 
computed `num_samples * sample_size` without overflow checks. The angle encoder 
paths already use `checked_mul` (angle.rs:87, :143, :327, :405, :528) — these 
two sites were missed.
   - On 64-bit hosts the product can wrap, letting an undersized buffer pass 
the length check and causing out-of-bounds reads downstream in the encoder.
   - This PR mirrors the angle.rs pattern: `checked_mul` returning 
`MahoutError::InvalidInput` on overflow.
   
   ## Changes
   
   - `qdp/qdp-core/src/preprocessing.rs`: guard `num_samples * sample_size` in 
`validate_batch`.
   - `qdp/qdp-core/src/gpu/encodings/amplitude.rs`: guard the same 
multiplication in `encode_batch_f32` (the f64 path already routes through 
`Preprocessor::validate_batch`).
   - Added a unit test in `preprocessing.rs` covering the overflow path.
   
   ## Test plan
   
   - [x] `cargo test --manifest-path qdp/qdp-core/Cargo.toml --lib` — 77 
passed, 0 failed
   - [x] pre-commit (clippy, rustfmt, license headers) — all pass
   - [x] New test `validate_batch_rejects_size_overflow` exercises the 
`checked_mul` failure branch


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