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[IPC][ZSTD] Compressed buffer prefix can be written as 0 while ZSTD frame has non-zero content size

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評価

難易度
4/5
見積もり時間
3〜5日
初心者へのやさしさ
38/100
issue の種類
バグ
明瞭さ
説明が足りない
活発さ
静か
技術スタック
java

調査の方向性

まず、報告されている ArrowStreamWriter のセットアップと VectorSchemaRoot の繰り返し書き込みを使って、AbstractCompressionCodec.compress() および ZstdCompressionCodec.doCompress() を通る圧縮パスを追跡します。この issue には決定論的な再現手順も名前付きのテストファイルもないため、最初に、すべてが null の nullable timestamp を含むワイドスキーマのケースを切り分けます。Arrow のプレフィックスが ZSTD の content size と一致し、reader が batch を読み込めることをリグレッションテストで示せれば完了です。

索引モデルが issue の本文から書いたものです。

説明

Type: bug
Describe the bug, including details regarding any error messages, version, and platform.
Describe the bug

We observed Arrow IPC streams written by Arrow Java where a ZSTD-compressed buffer has an invalid 8-byte uncompressed-length prefix.

The compressed payload itself appears to be a valid ZSTD frame, but the Arrow IPC prefix is 0, while the ZSTD frame reports a non-zero decompressed content size.

This makes downstream readers fail. In our case ClickHouse 26.1 fails with:

Error while reading batch of Arrow data:
IOError: ZSTD decompression failed: Destination buffer is too small

The same file also fails when loaded with Arrow Java ArrowStreamReader.

This has been observed with both:

  • Arrow Java 18.3.0 + zstd-jni 1.5.7-6
  • Arrow Java 19.0.0 + zstd-jni 1.5.7-7
Environment

Observed with both dependency sets:

  1. Original environment

    • Apache Arrow Java: 18.3.0
    • org.apache.arrow:arrow-vector:18.3.0
    • org.apache.arrow:arrow-memory-netty:18.3.0
    • org.apache.arrow:arrow-compression:18.3.0
    • com.github.luben:zstd-jni:1.5.7-6
  2. Also reproduced with

    • Apache Arrow Java: 19.0.0
    • org.apache.arrow:arrow-vector:19.0.0
    • org.apache.arrow:arrow-memory-netty:19.0.0
    • org.apache.arrow:arrow-compression:19.0.0
    • com.github.luben:zstd-jni:1.5.7-7

Other context:

  • Java: 17
  • Writer API:
    • ArrowStreamWriter
    • CommonsCompressionFactory.INSTANCE
    • CompressionUtil.CodecType.ZSTD

Writer creation:

new ArrowStreamWriter(
    root,
    null,
    channel,
    IpcOption.DEFAULT,
    CommonsCompressionFactory.INSTANCE,
    CompressionUtil.CodecType.ZSTD
);
What happened

One generated Arrow IPC stream contains 44 record batches and a valid end marker. The total row count from record batch metadata matches the sidecar count file.

However, batch 21 fails to load.

Inspection results:

file size: 26090728 bytes
schema fields: 504
record batches: 44
batch metadata row sum: 92936
sidecar count: 92936

The failure occurs on batch 21.

batch=21
rows=3469
field[446]=update_date type=Timestamp(MILLISECOND, null)
node length=3469
node nullCount=3469

For this Timestamp(MILLISECOND) vector, the data buffer should decompress to:

3469 rows * 8 bytes = 27752 bytes

But the compressed buffer contains:

buffer[1264]
compressedBytes=27
declaredUncompressed=0
zstdContentSize=27752

So the Arrow IPC compressed buffer prefix says the uncompressed length is 0, but the ZSTD frame itself reports 27752.

Neighboring batches for the same buffer look correct:

batch=20 buffer[1264]
declaredUncompressed=22552
zstdContentSize=22552

batch=22 buffer[1264]
declaredUncompressed=20672
zstdContentSize=20672
Expected behavior

The 8-byte Arrow IPC compressed buffer prefix should match the uncompressed length of the compressed payload.

For the failing buffer, it should have been:

declaredUncompressed=27752
Actual behavior

The prefix is written as:

declaredUncompressed=0

while the ZSTD frame content size is:

zstdContentSize=27752

This causes readers to allocate a zero-sized or too-small destination buffer, then fail during ZSTD decompression.

Arrow Java reader failure

Loading the file with Arrow Java fails at batch 21:

failedAfterBatches=20
rowsBeforeFailure=39866
bytesReadBeforeFailure=12083504

java.lang.IndexOutOfBoundsException:
index: 0, length: 512 (expected: range(0, 504))
    at org.apache.arrow.memory.ArrowBuf.checkIndex(ArrowBuf.java:690)
    at org.apache.arrow.memory.ArrowBuf.setBytes(ArrowBuf.java:942)
    at org.apache.arrow.vector.BaseFixedWidthVector.reAlloc(BaseFixedWidthVector.java:443)
    at org.apache.arrow.vector.BaseFixedWidthVector.setValueCount(BaseFixedWidthVector.java:764)
    at org.apache.arrow.vector.VectorSchemaRoot.setRowCount(VectorSchemaRoot.java:247)
    at org.apache.arrow.vector.VectorLoader.load(VectorLoader.java:90)
    at org.apache.arrow.vector.ipc.ArrowReader.loadRecordBatch(ArrowReader.java:213)
    at org.apache.arrow.vector.ipc.ArrowStreamReader.loadNextBatch(ArrowStreamReader.java:161)
ClickHouse reader failure

ClickHouse fails on the same Arrow stream:

Code: 33. DB::Exception:
Error while reading batch of Arrow data:
IOError: ZSTD decompression failed: Destination buffer is too small:
While executing WaitForAsyncInsert. (CANNOT_READ_ALL_DATA)
Diagnostic code used

The following kind of check was used to inspect the failing compressed buffer:

long declared = ByteBuffer.wrap(bytes, 0, 8)
    .order(ByteOrder.LITTLE_ENDIAN)
    .getLong();

byte[] frame = Arrays.copyOfRange(bytes, 8, len);
long zstdContentSize = Zstd.decompressedSize(frame);

System.out.println("declaredUncompressed=" + declared);
System.out.println("zstdContentSize=" + zstdContentSize);

For the failing buffer:

declaredUncompressed=0
zstdContentSize=27752
Notes

We have not yet produced a small deterministic reproducer. The issue was found in production-generated Arrow IPC streams with a wide schema and repeated batch writes using the same VectorSchemaRoot.

The writer pattern is:

for each batch:
    root.clear();
    for (FieldVector vector : root.getFieldVectors()) {
        vector.allocateNew();
    }
    root.setRowCount(batchSize);

    // populate vectors

    for (FieldVector vector : vectors) {
        vector.setValueCount(batchSize);
    }

    writer.writeBatch();

The failing column is a nullable Timestamp(MILLISECOND) vector where the entire failing batch has nulls for that column.

A minimal test with only one nullable timestamp column and all-null values did not reproduce the issue, so this may require a wider schema, vector reuse, or a particular buffer lifecycle pattern.

Additional reproduction note

We also tested with Apache Arrow Java 19.0.0 and zstd-jni 1.5.7-7, and the same class of corruption still occurs: the ZSTD frame has a non-zero decompressed content size, but the Arrow IPC compressed buffer prefix is written as 0.

This suggests the issue is not limited to Arrow Java 18.3.0 or zstd-jni 1.5.7-6.

Workaround

We worked around this locally by replacing the default ZSTD codec with a custom codec that captures input.writerIndex() before compression, writes that value into the first 8 bytes of the compressed buffer, and verifies the prefix immediately after writing.

This avoids producing a buffer where the ZSTD frame content size and Arrow IPC declared uncompressed length diverge.

Questions
  • Is this a known issue in Arrow Java IPC ZSTD compression around AbstractCompressionCodec.compress() / ZstdCompressionCodec.doCompress()?
  • Could uncompressedBuffer.writerIndex() become stale or zero between doCompress() and writeUncompressedLength() in the parent codec?
  • Are there known issues with reusing VectorSchemaRoot across many compressed IPC batches in Arrow Java 18.3.0 or 19.0.0?
主要言語
Java
スター
95
フォーク
154
平均マージ
2日 10時間
マージ済み PR(30日)
11

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