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The following commit(s) were added to refs/heads/main by this push:
     new 7ce9a0b  [SPARK-55956] Use `4.2.0-preview3` RC1 for Spark 4.2 
integration tests
7ce9a0b is described below

commit 7ce9a0b7dfb086efb59e11c4b827d4f5a5f6675d
Author: Dongjoon Hyun <[email protected]>
AuthorDate: Tue Mar 10 19:51:57 2026 -0700

    [SPARK-55956] Use `4.2.0-preview3` RC1 for Spark 4.2 integration tests
    
    ### What changes were proposed in this pull request?
    
    This PR updates the `integration-test-mac-spark42` CI job to use Apache 
Spark `4.2.0-preview3` RC1 instead of 4.2.0-preview2.
    
    ### Why are the changes needed?
    
    To test against the latest Apache Spark 4.2.0-preview3 release candidate.
    
    ### Does this PR introduce _any_ user-facing change?
    
    No.
    
    ### How was this patch tested?
    
    CI should pass with the updated Spark version.
    
    ### Was this patch authored or co-authored using generative AI tooling?
    
    Generated-by: Claude Code (claude-opus-4-6)
    
    Closes #306 from dongjoon-hyun/SPARK-55956.
    
    Authored-by: Dongjoon Hyun <[email protected]>
    Signed-off-by: Dongjoon Hyun <[email protected]>
---
 .github/workflows/build_and_test.yml         | 6 +++---
 Tests/SparkConnectTests/DataFrameTests.swift | 5 +++--
 2 files changed, 6 insertions(+), 5 deletions(-)

diff --git a/.github/workflows/build_and_test.yml 
b/.github/workflows/build_and_test.yml
index 9e66a09..1492526 100644
--- a/.github/workflows/build_and_test.yml
+++ b/.github/workflows/build_and_test.yml
@@ -146,9 +146,9 @@ jobs:
       run: swift test --filter NOTHING -c release
     - name: Test
       run: |
-        curl -LO 
https://www.apache.org/dyn/closer.lua/spark/spark-4.2.0-preview2/spark-4.2.0-preview2-bin-hadoop3.tgz?action=download
-        tar xvfz spark-4.2.0-preview2-bin-hadoop3.tgz && rm 
spark-4.2.0-preview2-bin-hadoop3.tgz
-        mv spark-4.2.0-preview2-bin-hadoop3/ /tmp/spark
+        curl -LO 
https://dist.apache.org/repos/dist/dev/spark/v4.2.0-preview3-rc1-bin/spark-4.2.0-preview3-bin-hadoop3.tgz
+        tar xvfz spark-4.2.0-preview3-bin-hadoop3.tgz && rm 
spark-4.2.0-preview3-bin-hadoop3.tgz
+        mv spark-4.2.0-preview3-bin-hadoop3/ /tmp/spark
         cd /tmp/spark/sbin
         ./start-connect-server.sh -c spark.sql.timeType.enabled=true
         cd -
diff --git a/Tests/SparkConnectTests/DataFrameTests.swift 
b/Tests/SparkConnectTests/DataFrameTests.swift
index 27998c0..2f88005 100644
--- a/Tests/SparkConnectTests/DataFrameTests.swift
+++ b/Tests/SparkConnectTests/DataFrameTests.swift
@@ -69,8 +69,9 @@ struct DataFrameTests {
     let spark = try await SparkSession.builder.getOrCreate()
 
     let schema1 = try await spark.sql("SELECT 'a' as col1").schema
+    let version = await spark.version
     let answer1 =
-      if await spark.version.starts(with: "4.") {
+      if ["4.0", "4.1"].contains(where: version.hasPrefix) {
         
#"{"struct":{"fields":[{"name":"col1","dataType":{"string":{"collation":"UTF8_BINARY"}}}]}}"#
       } else {
         #"{"struct":{"fields":[{"name":"col1","dataType":{"string":{}}}]}}"#
@@ -79,7 +80,7 @@ struct DataFrameTests {
 
     let schema2 = try await spark.sql("SELECT 'a' as col1, 'b' as col2").schema
     let answer2 =
-      if await spark.version.starts(with: "4.") {
+      if ["4.0", "4.1"].contains(where: version.hasPrefix) {
         
#"{"struct":{"fields":[{"name":"col1","dataType":{"string":{"collation":"UTF8_BINARY"}}},{"name":"col2","dataType":{"string":{"collation":"UTF8_BINARY"}}}]}}"#
       } else {
         
#"{"struct":{"fields":[{"name":"col1","dataType":{"string":{}}},{"name":"col2","dataType":{"string":{}}}]}}"#


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