[SUPPORT]HUDI ParquetDecodingException caused by gzip stream CRC failure

> [!NOTE]
>
I am experiencing an issue related to parquet gzip decoding. Table is in cow format, the issue occurs after hundreds of commits, which is repeatable.

compress codec configuration:"hoodie.parquet.compression.codec": "GZIP".

**Environment Description**

* Hudi version : 0.14.1

* Spark version : 3.5.1

* Hive version : 3.1.3

* Hadoop version : 3.2.4

* Storage (HDFS/S3/GCS..) : hdfs

* Running on Docker? (yes/no) : no

The result of reading the parquet data by pyarrow:
```
import pyarrow.parquet as pq

# Specify the path to your Parquet file
parquet_file = 'your_file.parquet'

# Read the metadata
metadata = pq.read_metadata(parquet_file)

# Print overall metadata
print(metadata)

# Iterate through the row groups and print compression information
for i in range(metadata.num_row_groups):
row_group_metadata = metadata.row_group(i)
print(f'Row Group {i}:')
for j in range(row_group_metadata.num_columns):
column_metadata = row_group_metadata.column(j)
print(f' Column {j}:')
print(f' Compression: {column_metadata.compression}')
pq.read_table(file)
```


**Stacktrace**

```ACaused by: org.apache.hudi.exception.HoodieUpsertException: Error upserting bucketType UPDATE for partition :0
at org.apache.hudi.table.action.commit.BaseJavaCommitActionExecutor.handleUpsertPartition(BaseJavaCommitActionExecutor.java:248)
at org.apache.hudi.table.action.commit.BaseJavaCommitActionExecutor.handleInsertPartition(BaseJavaCommitActionExecutor.java:254)
at org.apache.hudi.table.action.commit.BaseJavaCommitActionExecutor.lambda$execute$0(BaseJavaCommitActionExecutor.java:121)
at java.base/java.util.LinkedHashMap.forEach(LinkedHashMap.java:986)
at org.apache.hudi.table.action.commit.BaseJavaCommitActionExecutor.execute(BaseJavaCommitActionExecutor.java:117)
at org.apache.hudi.table.action.commit.BaseJavaCommitActionExecutor.execute(BaseJavaCommitActionExecutor.java:69)
at org.apache.hudi.table.action.commit.BaseWriteHelper.write(BaseWriteHelper.java:63)
at org.apache.hudi.table.action.commit.JavaInsertCommitActionExecutor.execute(JavaInsertCommitActionExecutor.java:46)
at org.apache.hudi.table.HoodieJavaCopyOnWriteTable.insert(HoodieJavaCopyOnWriteTable.java:109)
at org.apache.hudi.table.HoodieJavaCopyOnWriteTable.insert(HoodieJavaCopyOnWriteTable.java:85)
at org.apache.hudi.client.HoodieJavaWriteClient.insert(HoodieJavaWriteClient.java:137)
... 9 common frames omitted
Caused by: org.apache.hudi.exception.HoodieException: org.apache.hudi.exception.HoodieException: org.apache.hudi.exception.HoodieException: unable to read next record from parquet file
at org.apache.hudi.table.action.commit.HoodieMergeHelper.runMerge(HoodieMergeHelper.java:149)
at org.apache.hudi.table.action.commit.BaseJavaCommitActionExecutor.handleUpdateInternal(BaseJavaCommitActionExecutor.java:277)
at org.apache.hudi.table.action.commit.BaseJavaCommitActionExecutor.handleUpdate(BaseJavaCommitActionExecutor.java:268)
at org.apache.hudi.table.action.commit.BaseJavaCommitActionExecutor.handleUpsertPartition(BaseJavaCommitActionExecutor.java:241)
... 21 common frames omitted
Caused by: org.apache.hudi.exception.HoodieException: org.apache.hudi.exception.HoodieException: unable to read next record from parquet file
at org.apache.hudi.common.util.queue.SimpleExecutor.execute(SimpleExecutor.java:75)
at org.apache.hudi.table.action.commit.HoodieMergeHelper.runMerge(HoodieMergeHelper.java:147)
... 24 common frames omitted
Caused by: org.apache.hudi.exception.HoodieException: unable to read next record from parquet file
at org.apache.hudi.common.util.ParquetReaderIterator.hasNext(ParquetReaderIterator.java:54)
at org.apache.hudi.common.util.collection.MappingIterator.hasNext(MappingIterator.java:39)
at org.apache.hudi.common.util.queue.SimpleExecutor.execute(SimpleExecutor.java:67)
... 25 common frames omitted
Caused by: org.apache.parquet.io.ParquetDecodingException: Can not read value at 1224817 in block 14 in file hdfs://xxx/769177a1-b678-4ae7-99cf-6ffa5702f7be-0_0-0-0_20250526012739454.parquet
at org.apache.parquet.hadoop.InternalParquetRecordReader.nextKeyValue(InternalParquetRecordReader.java:251)
at org.apache.parquet.hadoop.ParquetReader.read(ParquetReader.java:132)
at org.apache.hudi.common.util.ParquetReaderIterator.hasNext(ParquetReaderIterator.java:49)
... 27 common frames omitted
Caused by: org.apache.parquet.io.ParquetDecodingException: could not read page Page [bytes.size=960924, valueCount=78373, uncompressedSize=960924] in col [md5_text] optional binary md5_text (UTF8)
at org.apache.parquet.column.impl.ColumnReaderImpl.readPageV1(ColumnReaderImpl.java:599)
at org.apache.parquet.column.impl.ColumnReaderImpl.access$300(ColumnReaderImpl.java:57)
at org.apache.parquet.column.impl.ColumnReaderImpl$3.visit(ColumnReaderImpl.java:536)
at org.apache.parquet.column.impl.ColumnReaderImpl$3.visit(ColumnReaderImpl.java:533)
at org.apache.parquet.column.page.DataPageV1.accept(DataPageV1.java:95)
at org.apache.parquet.column.impl.ColumnReaderImpl.readPage(ColumnReaderImpl.java:533)
at org.apache.parquet.column.impl.ColumnReaderImpl.checkRead(ColumnReaderImpl.java:525)
at org.apache.parquet.column.impl.ColumnReaderImpl.consume(ColumnReaderImpl.java:638)
at org.apache.parquet.column.impl.ColumnReaderImpl.(ColumnReaderImpl.java:353)
at org.apache.parquet.column.impl.ColumnReadStoreImpl.newMemColumnReader(ColumnReadStoreImpl.java:80)
at org.apache.parquet.column.impl.ColumnReadStoreImpl.getColumnReader(ColumnReadStoreImpl.java:75)
at org.apache.parquet.io.RecordReaderImplementation.(RecordReaderImplementation.java:271)
at org.apache.parquet.io.MessageColumnIO$1.visit(MessageColumnIO.java:147)
at org.apache.parquet.io.MessageColumnIO$1.visit(MessageColumnIO.java:109)
at org.apache.parquet.filter2.compat.FilterCompat$NoOpFilter.accept(FilterCompat.java:165)
at org.apache.parquet.io.MessageColumnIO.getRecordReader(MessageColumnIO.java:109)
at org.apache.parquet.hadoop.InternalParquetRecordReader.checkRead(InternalParquetRecordReader.java:137)
at org.apache.parquet.hadoop.InternalParquetRecordReader.nextKeyValue(InternalParquetRecordReader.java:222)
... 29 common frames omitted
Caused by: java.io.IOException: gzip stream CRC failure
at org.apache.hadoop.io.compress.zlib.BuiltInGzipDecompressor.executeTrailerState(BuiltInGzipDecompressor.java:371)
at org.apache.hadoop.io.compress.zlib.BuiltInGzipDecompressor.decompress(BuiltInGzipDecompressor.java:227)
at org.apache.hadoop.io.compress.DecompressorStream.decompress(DecompressorStream.java:111)
at org.apache.hadoop.io.compress.DecompressorStream.read(DecompressorStream.java:105)
at java.base/java.io.DataInputStream.readFully(DataInputStream.java:208)
at java.base/java.io.DataInputStream.readFully(DataInputStream.java:179)
at org.apache.parquet.bytes.BytesInput$StreamBytesInput.toByteArray(BytesInput.java:263)
at org.apache.parquet.bytes.BytesInput.toByteBuffer(BytesInput.java:214)
at org.apache.parquet.bytes.BytesInput.toInputStream(BytesInput.java:223)
at org.apache.parquet.column.impl.ColumnReaderImpl.readPageV1(ColumnReaderImpl.java:592)
... 46 common frames omitted```

Reproduce the failure with Hudi 0.14.1, Spark 3.5.1, Hadoop 3.2.4, HDFS, GZIP compression, and repeated copy-on-write commits. Trace from HoodieMergeHelper and ParquetReaderIterator through InternalParquetRecordReader and BuiltInGzipDecompressor, then determine whether the failing Parquet page or gzip stream is responsible and document a verified result.

Written by the indexing model from the issue text.