thswlsqls opened a new issue, #8687:
URL: https://github.com/apache/paimon/issues/8687

   **Search before asking**
   - [x] I searched in the [issues](https://github.com/apache/paimon/issues) 
and found nothing similar.
   
   **Paimon version**
   master @ b7df2b487
   
   **Compute Engine**
   Engine-agnostic (PVFS Hadoop FileSystem)
   
   **Minimal reproduce step**
   1. Open a `pvfs://` path through the Hadoop `FileSystem` API and read it one 
byte at a time via `FSDataInputStream.read()`.
   2. Inspect `FileSystem.Statistics.getBytesRead()` for the `pvfs` scheme.
   
   `VFSInputStream.read()` 
(`paimon-vfs/paimon-vfs-hadoop/src/main/java/org/apache/paimon/vfs/hadoop/VFSInputStream.java`
 line 81) delegates to `read(oneByteBuf, 0, 1)`, and that `read(byte[], int, 
int)` override already calls `statistics.incrementBytesRead(...)`. `read()` 
then increments the statistics a second time.
   
   **What doesn't meet your expectations?**
   Expected: reading N bytes reports `getBytesRead() == N`. Actual: single-byte 
reads report `2N`, inflating the Spark/MapReduce "Bytes Read" counter. The bulk 
`read(byte[], int, int)` and pread paths count exactly once, so this is also an 
internal inconsistency.
   
   **Anything else?**
   N/A
   
   **Are you willing to submit a PR?**
   - [x] I'm willing to submit a PR!
   


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