stackabletech / stackabletech/docker-images
Spark 4.0.0-preview1 findings
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Description
I tried to include the spark 4.0.0-preview1 image into 24.7.
While the build worked fine using these settings:
{
"product": "4.0.0-preview1",
"java-base": "17",
"java-devel": "17",
"python": "3.11",
"hadoop_long_version": "3.4.0", # https://github.com/apache/spark/blob/7a7a8bc4bab591ac8b98b2630b38c57adf619b82/pom.xml#L125
# NOTE: The "aws_java_sdk_bundle" jar now is only called bundle-x.x.x instead of aws-java-sdk-bundle-x.x.x and was renamed before uploading to nexus
"aws_java_sdk_bundle": "2.23.19", # https://mvnrepository.com/artifact/org.apache.hadoop/hadoop-aws/3.4.0
"azure_storage": "7.0.1", # https://mvnrepository.com/artifact/org.apache.hadoop/hadoop-azure/3.4.0
"azure_keyvault_core": "1.0.0", # https://mvnrepository.com/artifact/com.microsoft.azure/azure-storage/7.0.1
"jackson_dataformat_xml": "2.17.1", # https://mvnrepository.com/artifact/org.apache.spark/spark-core_2.13/4.0.0-preview1
"stax2_api": "4.2.2", # https://mvnrepository.com/artifact/com.fasterxml.jackson.dataformat/jackson-dataformat-xml/2.17.1
"woodstox_core": "6.6.2", # https://mvnrepository.com/artifact/com.fasterxml.jackson.dataformat/jackson-dataformat-xml/2.17.1
"vector": "0.39.0",
"jmx_exporter": "1.0.1",
"tini": "0.19.0",
},
I got some integration test failures and we decided to not include it in the 24.7 release.
--- FAIL: kuttl/harness/iceberg_openshift-false_spark-4.0.0-preview1 (305.58s) -> iceberg jar missing (not released yet?)
--- FAIL: kuttl/harness/logging_openshift-false_spark-4.0.0-preview1_ny-tlc-report-0.2.0 (894.33s)
--- FAIL: kuttl/harness/spark-history-server_openshift-false_spark-4.0.0-preview1_s3-use-tls-true (1029.86s)
--- FAIL: kuttl/harness/spark-ny-public-s3_openshift-false_spark-4.0.0-preview1_s3-use-tls-true (60.13s)
--- FAIL: kuttl/harness/spark-ny-public-s3_openshift-false_spark-4.0.0-preview1_s3-use-tls-false (59.66s)
Iceberg was e.g related when looking for an iceberg jar that simply does not exist yet.
:: org.apache.iceberg#iceberg-spark-runtime-4.0_2.12;1.4.0: not found
This is just for future reference and nothing to act on for now.
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Research direction
This issue is a reference record rather than an active task. For a future attempt, start with the listed kuttl/harness integration failures and verify whether the Iceberg Spark 4.0 artifact is available. Done would require resolving the reported dependency and integration-test failures before including Spark 4.0.0-preview1 in a release.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- aws, azure, java, python, spark
- Domain
- build-system, data-engineering, testing
- Issue type
- Documentation
- Difficulty
- 4/5
- Estimated time
- 3-5 days
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 20/100