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[Protocol] Add a version checksum to the specification #3777

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Which Delta project/connector is this regarding?

  • Spark
  • Standalone
  • Flink
  • Kernel
  • Other (PROTOCOL)

Description

Adds the concept of a Version Checksum to the protocol. This version checksum can be emitted on every commit and stores important bits of information about the snapshot which can later be used to validate the integrity of the delta log.

How was this patch tested?

N/A

Does this PR introduce any user-facing changes?

N/A

vkorukanti pushed a commit that referenced this pull request Oct 25, 2024
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#### Which Delta project/connector is this regarding?
<!--
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request title
For example: [Spark] Title of my pull request
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- [X] Spark
- [ ] Standalone
- [ ] Flink
- [ ] Kernel
- [ ] Other (fill in here)

## Description

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- Describe what this PR changes.
- Describe why we need the change.
 
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This PR adds a `ChecksumHook` which is responsible for a writing a
checksum (See #3777) of the
current table state after every commit. This is guarded behind a flag
which is `false` by default. Currently, every checksum write will
trigger a full state reconstruction, which can be very expensive. An
upcoming PR will try to make this checksum computation incremental so
that we don't have to pay a performance penalty.


## How was this patch tested?

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Added a new suite --- ChecksumSuite.


## Does this PR introduce _any_ user-facing changes?

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branches such as master.
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No
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