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[Backport 1.8.latest] Update the spark version to the current version (#1055) #2953

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[Backport 1.8.latest] Update the spark version to the current version (#1055)

[Backport 1.8.latest] Update the spark version to the current version (#1055) #2953

Run time

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Job Run time
build packages
13s
code-quality
1m 14s
unit test / python 3.9
1m 5s
unit test / python 3.10
1m 8s
unit test / python 3.11
1m 6s
verify packages / python 3.9 / ubuntu-latest
25s
verify packages / python 3.10 / ubuntu-latest
25s
verify packages / python 3.11 / ubuntu-latest
28s
verify packages / python 3.9 / macos-12
53s
verify packages / python 3.10 / macos-12
52s
verify packages / python 3.11 / macos-12
48s
verify packages / python 3.9 / windows-latest
1m 12s
verify packages / python 3.10 / windows-latest
58s
verify packages / python 3.11 / windows-latest
1m 37s
12m 24s