[KYUUBI #7245] Fix arrow batch converter error

[echo567]

Why are the changes needed?

Control the amount of data to prevent memory overflow and increase to initial speed.

When kyuubi.operation.result.format=arrow, spark.connect.grpc.arrow.maxBatchSize does not work as expected.

Reproduction:
You can debug KyuubiArrowConverters or add the following log to line 300 of KyuubiArrowConverters:

logInfo(s"Total limit: ${limit}, rowCount: ${rowCount}, " +
s"rowCountInLastBatch:${rowCountInLastBatch}," +
s"estimatedBatchSize: ${estimatedBatchSize}," +
s"maxEstimatedBatchSize: ${maxEstimatedBatchSize}," +
s"maxRecordsPerBatch:${maxRecordsPerBatch}")

Test data: 1.6 million rows, 30 columns per row. Command executed:

bin/beeline \
  -u 'jdbc:hive2://10.168.X.X:XX/default;thrift.client.max.message.size=2000000000' \
  --hiveconf kyuubi.operation.result.format=arrow \
  -n test -p 'testpass' \
  --outputformat=csv2 -e "select * from db.table" > /tmp/test.csv

Log output

25/11/13 13:52:57 INFO KyuubiArrowConverters: Total limit: -1, rowCount: 200000, lastBatchRowCount:200000, estimatedBatchSize: 145600000 maxEstimatedBatchSize: 4,maxRecordsPerBatch:10000
25/11/13 13:52:57 INFO KyuubiArrowConverters: Total limit: -1, rowCount: 200000, lastBatchRowCount:200000, estimatedBatchSize: 145600000

Original Code

while (rowIter.hasNext && (
rowCountInLastBatch == 0 && maxEstimatedBatchSize > 0 ||
estimatedBatchSize <= 0 ||
estimatedBatchSize < maxEstimatedBatchSize ||
maxRecordsPerBatch <= 0 ||
rowCountInLastBatch < maxRecordsPerBatch ||
rowCount < limit ||
limit < 0))

When the limit is not set, i.e., -1, all data will be retrieved at once. If the row count is too large, the following three problems will occur:
(1) Driver/executor oom
(2) Array oom cause of array length is not enough
(3) Transfer data slowly

After updating the code, the log output is as follows:

25/11/14 10:57:16 INFO KyuubiArrowConverters: Total limit: -1, rowCount: 5762, rowCountInLastBatch:5762, estimatedBatchSize: 4194736, maxEstimatedBatchSize: 4194304, maxRecordsPerBatch:10000
25/11/14 10:57:16 INFO KyuubiArrowConverters: Total limit: -1, rowCount: 11524, rowCountInLastBatch: 5762, estimatedBatchSize: 4194736, maxEstimatedBatchSize: 4194304, maxRecordsPerBatch: 10000 
25/11/14 10:57:16 INFO KyuubiArrowConverters: Total limit: -1, rowCount: 17286, rowCountInLastBatch: 5762, estimatedBatchSize: 4194736, maxEstimatedBatchSize: 4194304, maxRecordsPerBatch: 10000

The estimatedBatchSize is slightly larger than the maxEstimatedBatchSize. Data can be written in batches as expected.

Fix #7245.

How was this patch tested?

Test data: 1.6 million rows, 30 columns per row.

25/11/14 10:57:16 INFO KyuubiArrowConverters: Total limit: -1, rowCount: 5762, rowCountInLastBatch:5762, estimatedBatchSize: 4194736, maxEstimatedBatchSize: 4194304, maxRecordsPerBatch:10000
25/11/14 10:57:16 INFO KyuubiArrowConverters: Total limit: -1, rowCount: 11524, rowCountInLastBatch: 5762, estimatedBatchSize: 4194736, maxEstimatedBatchSize: 4194304, maxRecordsPerBatch: 10000 
25/11/14 10:57:16 INFO KyuubiArrowConverters: Total limit: -1, rowCount: 17286, rowCountInLastBatch: 5762, estimatedBatchSize: 4194736, maxEstimatedBatchSize: 4194304, maxRecordsPerBatch: 10000

Was this patch authored or co-authored using generative AI tooling?

No

[pan3793]

@echo567, please keep the PR template and fill in seriously, especially "Was this patch authored or co-authored using generative AI tooling?", it does matter for legal purposes.

[codecov-commenter]

Codecov Report

❌ Patch coverage is 0% with 6 lines in your changes missing coverage. Please review.
✅ Project coverage is 0.00%. Comparing base (3b205a3) to head (479d7e4).
⚠️ Report is 6 commits behind head on master.

Files with missing lines	Patch %	Lines
...rk/sql/execution/arrow/KyuubiArrowConverters.scala	0.00%	5 Missing ⚠️
...g/apache/spark/sql/kyuubi/SparkDatasetHelper.scala	0.00%	1 Missing ⚠️

Additional details and impacted files

@@          Coverage Diff           @@
##           master   #7246   +/-   ##
======================================
  Coverage    0.00%   0.00%           
======================================
  Files         696     696           
  Lines       43530   43527    -3     
  Branches     5883    5879    -4     
======================================
+ Misses      43530   43527    -3     

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[echo567]

@echo567, please keep the PR template and fill in seriously, especially "Was this patch authored or co-authored using generative AI tooling?", it does matter for legal purposes.

Sorry, the changes have been made.

[pan3793]

The code is copied from Spark, seems it was changed at SPARK-44657. Can we just follow that?