jecsand838 commented on code in PR #8006:
URL: https://github.com/apache/arrow-rs/pull/8006#discussion_r2251839467


##########
arrow-avro/src/reader/mod.rs:
##########
@@ -154,39 +165,175 @@ impl Decoder {
     ///
     /// Returns the number of bytes consumed.
     pub fn decode(&mut self, data: &[u8]) -> Result<usize, ArrowError> {
+        if self.writer_schema_store.is_some()
+            && data.len() >= SINGLE_OBJECT_MAGIC.len()
+            && !data.starts_with(&SINGLE_OBJECT_MAGIC)
+        {
+            return Err(ArrowError::ParseError(
+                "Expected single‑object encoding fingerprint prefix for first 
message \
+                 (writer_schema_store is set but active_fingerprint is None)"
+                    .into(),
+            ));
+        }
         let mut total_consumed = 0usize;
-        while total_consumed < data.len() && self.decoded_rows < 
self.batch_size {
-            let consumed = self.record_decoder.decode(&data[total_consumed..], 
1)?;
-            // A successful call to record_decoder.decode means one row was 
decoded.
-            // If `consumed` is 0 on a non-empty buffer, it implies a valid 
zero-byte record.
-            // We increment `decoded_rows` to mark progress and avoid an 
infinite loop.
-            // We add `consumed` (which can be 0) to `total_consumed`.
-            total_consumed += consumed;
-            self.decoded_rows += 1;
+        let hash_type = self.writer_schema_store.as_ref().map_or(
+            FingerprintAlgorithm::Rabin,
+            SchemaStore::fingerprint_algorithm,
+        );
+        // The loop stops when the batch is full, a schema change is staged,
+        // or handle_prefix indicates we need more bytes (Some(0)).
+        while total_consumed < data.len() && self.remaining_capacity > 0 {
+            if let Some(n) = self.handle_prefix(&data[total_consumed..], 
hash_type)? {
+                // We either consumed a prefix (n > 0) and need a schema 
switch, or we need
+                // more bytes to make a decision. Either way, this decoding 
attempt is finished.

Review Comment:
   @scovich 
   
   I'm actually refactoring this code in my next PR to handle chunking partial 
records. Is it okay if we pick this up there? It will be ~300 LOC and 
exclusively focused on decoding. 



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