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[PR1] refactoring :apps build and adding spark3.5/iceberg1.5 artifact #255

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@cbb330 cbb330 commented Nov 16, 2024

Summary

This is Part 1 of 2 for enabling compaction based MoR.

  1. bring spark3.5 for creating delete files in testing
  2. enable delete file compaction in spark3.1/spark3.5 and add unittests for such in spark3.5

problem: enabling Merge-on-Read for customer tables requires the ability to compact delete files. Compacting delete files is supported in spark3.1/iceberg1.2 but requires us to test it. We cannot test it, because creating delete files is not supported in spark3.1 (only compacting existing ones).

solution: we add spark3.5/iceberg1.5 compaction application, which extends the existing compaction test suite. in a follow up PR, we will add tests which create delete files and compacts the delete files under the latest versions.

Changes

  • Client-facing API Changes
  • Internal API Changes
  • Bug Fixes
  • New Features
  • Performance Improvements
  • Code Style
  • Refactoring
  • Documentation
  • Tests

Testing Done

  • Manually Tested on local docker setup. Please include commands ran, and their output.
  • Added new tests for the changes made.
  • Updated existing tests to reflect the changes made.
  • No tests added or updated. Please explain why. If unsure, please feel free to ask for help.
  • Some other form of testing like staging or soak time in production. Please explain.

all tests running on spark3.1 and spark3.5:
image

correct spark version resolutions for test runtime:
image

correct spark version resolutions for runtime:
image

Additional Information

  • Breaking Changes
  • Deprecations
  • Large PR broken into smaller PRs, and PR plan linked in the description.

For all the boxes checked, include additional details of the changes made in this pull request.

@cbb330 cbb330 changed the title WIP: [GA Merge-on-Read] enabling compaction for MoR related delete files WIP: [GA Merge-on-Read] refactoring :apps build and adding spark3.5/iceberg1.5 artifact Nov 18, 2024
@cbb330 cbb330 closed this Nov 18, 2024
@cbb330 cbb330 reopened this Nov 18, 2024
@autumnust
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Is this ready for review?

@cbb330
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cbb330 commented Nov 19, 2024

Is this ready for review?

@autumnust waiting on #221 to merge so i can rebase. this PR is forked from that.

if you want you can compare the commit delta here: https://github.com/linkedin/openhouse/pull/255/files/770a6d0497b9af7b1bedb876cbf639b71b3a9822..94c5100d5aa780a373ee5d0e14394ecdcec2f561

@cbb330 cbb330 changed the title WIP: [GA Merge-on-Read] refactoring :apps build and adding spark3.5/iceberg1.5 artifact [GA Merge-on-Read] refactoring :apps build and adding spark3.5/iceberg1.5 artifact Nov 24, 2024
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Thanks for adding the new module! One major request is to use iceberg-convention-1.2.gradle and iceberg-convention-1.5.2.gradle to avoid duplicate code.

@@ -25,6 +25,7 @@ pluginManagement {
rootProject.name = 'openhouse'

include ':apps:spark'
include ':apps:spark-3.5'
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Can we also rename this module?

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@cbb330 cbb330 Nov 27, 2024

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when i attempt to rename :apps:spark-3.5, to :apps:openhouse-spark-apps-1.5_2.12

A problem occurred evaluating project ':apps:openhouse-spark-apps-1.5_2.12'.
> Could not get unknown property 'sourceSets' for project ':apps:openhouse-spark-apps_2.12' of type org.gradle.api.Project.

which is... unexpected.I attempted a few different alternatives without success

@@ -1,7 +1,6 @@
plugins {
id 'openhouse.java-conventions'
id 'openhouse.hadoop-conventions'
id 'openhouse.iceberg-conventions-1.2'
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Why removing this?

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@cbb330 cbb330 Nov 26, 2024

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this convention defines strictly 1.2. that strictly causes issue when used as a dependency in :apps:spark-3.5 which needs iceberg 1.5

we can also do:

  1. replace this line with 1.5 conventions, since this can be pinned down by consumer :apps:spark-3.1. this is the same approach you used with services modules to 1.5 and overriding with strictly 1.2
  2. exclude the transitive dependency from :apps:spark-3.5, but I would prefer not to do that and use the version resolver instead

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compiling this module with spark 3.5/iceberg1.5 breaks :apps:spark3.1

but compiling this module with spark3.1/iceberg1.2 works in :apps:spark3.5 (although unsafe, but this is ok since it won't be productionized until next year)

so leaving this :libs:datalayout as a nonstrict 1.2 is preferred , which requires removing iceberg-conventions-1.2

@@ -0,0 +1,123 @@
plugins {
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Nit. The name apps-spark-conventions doesn't sound right. Should apps-spark-commons be better?

@@ -1,38 +1,49 @@
plugins {
id 'openhouse.java-conventions'
id 'openhouse.hadoop-conventions'
id 'openhouse.iceberg-conventions-1.2'
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This line should not be removed.

Comment on lines 29 to 32
implementation("org.apache.iceberg:iceberg-bundled-guava:${icebergVersion}")
implementation("org.apache.iceberg:iceberg-data:${icebergVersion}")
implementation("org.apache.iceberg:iceberg-core:${icebergVersion}")
implementation("org.apache.iceberg:iceberg-common:${icebergVersion}")
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Add iceberg-conventions-1.5.2.gradle to remove them.

Comment on lines +12 to +14
sparkVersionSuffix = "3.1"
openhouseSparkRuntimeModule = ":integrations:spark:spark-${sparkVersionSuffix}:openhouse-spark-runtime_2.12"
tablesTestFixturesModule = ":tables-test-fixtures:tables-test-fixtures_2.12"
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are changes in this file relevant to this PR?

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yes, in this PR i must unpin 1.2 from the convention plugin removed above. i do this by removing convention plugin, and defining explicitly here and without any strictly version constraints.

this is so that consumers of this library (:apps) can override with their required version such as iceberg 1.5.2

Comment on lines -63 to -64
force 'com.fasterxml.jackson:jackson-bom:2.13.4'
force 'com.fasterxml.jackson.core:jackson-databind:2.13.4'
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are these changes relevant ?

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this may actually be dangerous to remove, and I will fix it, since idk what is currently relying on this.

but this strict version constraint breaks :apps:spark-3.5 because that also needs jackson 2.15

Comment on lines 28 to 30
version {
strictly("${icebergVersion}")
}
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are these really helpful ? In practice I never find force or strictly covering everything that I want, since there could always be fatJar in the dependency Tree and these keywords don't work for them.

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@cbb330 cbb330 Nov 26, 2024

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strictly here overrides any dependencies of compaction that are defining a higher version of 1.5.2, such as

services
cluster:storage
internalcatalog
htscatalog

without strictly, these dependencies will bump up iceberg in compactino unintentionally.

an alternative to forcing the version to be LOWER than what is defined in transitive dependencies, is:

  1. excluding all iceberg stuff from all of the dependencies above. but i think this is less readable and from what I understand, utilizing the resolution rules is preferred to exclusions
  2. using the 1.2 conventions plugin which ALSO defines strictly. but i prefer to be explicit

@@ -55,7 +55,9 @@ dependencies {
fatJarPackagedDependencies(project(path: ':integrations:spark:spark-3.1:openhouse-spark-runtime_2.12', configuration: 'shadow')) {
transitive = false
}
implementation(project(path: ':integrations:spark:spark-3.1:openhouse-spark-runtime_2.12', configuration: 'shadow'))
implementation(project(path: ':integrations:spark:spark-3.1:openhouse-spark-runtime_2.12', configuration: 'shadow')) {
exclude group: "org.apache.iceberg", module: "iceberg-spark-runtime-3.1_2.12"
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I thought this one is shaded already?

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@cbb330 cbb330 Nov 26, 2024

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well, 3.5 was being used regardless. but i noticed both 3.1 and 3.5 were available on classpath before this exclusion, i don't think this was intentional, so i'm cleaning this up here.

@sumedhsakdeo sumedhsakdeo changed the title [GA Merge-on-Read] refactoring :apps build and adding spark3.5/iceberg1.5 artifact [PR1] refactoring :apps build and adding spark3.5/iceberg1.5 artifact Nov 26, 2024
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