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The following commit(s) were added to refs/heads/master by this push:
     new 1ad95324af [format] Prevent silent truncation of inline blob reads 
over 2GB (#8838)
1ad95324af is described below

commit 1ad95324afcd5afae700fcb0a33d765aca4d923f
Author: Arnav Balyan <[email protected]>
AuthorDate: Sun Jul 26 12:46:39 2026 +0530

    [format] Prevent silent truncation of inline blob reads over 2GB (#8838)
---
 .../format/blob/AbstractBlobElementReader.java     |  6 ++
 .../format/blob/BlobInlineReadOverflowTest.java    | 67 ++++++++++++++++++++++
 2 files changed, 73 insertions(+)

diff --git 
a/paimon-format/src/main/java/org/apache/paimon/format/blob/AbstractBlobElementReader.java
 
b/paimon-format/src/main/java/org/apache/paimon/format/blob/AbstractBlobElementReader.java
index ed9e695dfd..51af6d0dc4 100644
--- 
a/paimon-format/src/main/java/org/apache/paimon/format/blob/AbstractBlobElementReader.java
+++ 
b/paimon-format/src/main/java/org/apache/paimon/format/blob/AbstractBlobElementReader.java
@@ -64,6 +64,12 @@ abstract class AbstractBlobElementReader implements 
BlobElementSerializer.Reader
     }
 
     protected final byte[] readInlineBlob(long position, long length) {
+        Preconditions.checkArgument(
+                length <= Integer.MAX_VALUE,
+                "Inline BLOB is too large to read into memory: %s bytes (max 
%s). "
+                        + "Use 'blob-as-descriptor' = true to read it as a 
descriptor.",
+                length,
+                Integer.MAX_VALUE);
         byte[] blobData = new byte[(int) length];
         SeekableInputStream in = inputStream();
         try {
diff --git 
a/paimon-format/src/test/java/org/apache/paimon/format/blob/BlobInlineReadOverflowTest.java
 
b/paimon-format/src/test/java/org/apache/paimon/format/blob/BlobInlineReadOverflowTest.java
new file mode 100644
index 0000000000..930a86b19b
--- /dev/null
+++ 
b/paimon-format/src/test/java/org/apache/paimon/format/blob/BlobInlineReadOverflowTest.java
@@ -0,0 +1,67 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package org.apache.paimon.format.blob;
+
+import org.apache.paimon.data.Blob;
+import org.apache.paimon.fs.ByteArraySeekableStream;
+import org.apache.paimon.fs.Path;
+import org.apache.paimon.fs.local.LocalFileIO;
+
+import org.junit.jupiter.api.Test;
+
+import static org.assertj.core.api.Assertions.assertThat;
+import static org.assertj.core.api.Assertions.assertThatThrownBy;
+
+/** Tests reading a BLOB whose inline payload exceeds {@link 
Integer#MAX_VALUE} bytes. */
+class BlobInlineReadOverflowTest {
+
+    private static BlobElementSerializer.Reader inlineReader(byte[] onDisk) {
+        return new RawBlobElementSerializer()
+                .createReader(
+                        LocalFileIO.create(),
+                        new Path("/tmp/does-not-exist.blob"),
+                        new ByteArraySeekableStream(onDisk),
+                        false);
+    }
+
+    @Test
+    void testOversizedInlineBlobThrowsInsteadOfTruncating() {
+        long declaredLength = (1L << 32) + 16;
+
+        BlobElementSerializer.Reader reader = inlineReader(new byte[16]);
+
+        assertThatThrownBy(() -> reader.read(0, declaredLength))
+                .isInstanceOf(IllegalArgumentException.class)
+                .hasMessageContaining("Inline BLOB is too large")
+                .hasMessageContaining("blob-as-descriptor");
+    }
+
+    @Test
+    void testInlineBlobWithinLimitReadsFully() {
+        byte[] onDisk = new byte[16];
+        for (int i = 0; i < onDisk.length; i++) {
+            onDisk[i] = (byte) i;
+        }
+
+        BlobElementSerializer.Reader reader = inlineReader(onDisk);
+
+        Blob blob = (Blob) reader.read(0, onDisk.length);
+        assertThat(blob.toData()).isEqualTo(onDisk);
+    }
+}

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