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Commit df901ec
[Spark] Concurrent Identity Columns: sequence-service abstraction + in-memory backend (#7619)
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#### Which Delta project/connector is this regarding?
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request title
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- [x] Spark
- [ ] Standalone
- [ ] Flink
- [ ] Kernel
- [ ] Other (fill in here)
## Description
This PR is the second out of a stack of seven PRs in total. The combined
stack adds support for the Concurrent Identity Column (CIC) feature
following the RFC [here](#7272).
TLDR: It allows for two concurrent 'inserters' to both succeed by adding
an identity sequence service that hands out disjoint ranges of id
values. This way the two writers do not conflict and can both commit.
**_Stack overview:_**
1. Foundation
(#7618)
2. Service abstraction + In-Memory one <- this PR
(#7619)
3. Transport and buffering for the service requests
(#7620)
4. Table feature and the insert path
(#7621)
5. DDL integration
(#7622)
6. Merge support
(#7623)
7. UC Client addition
(#7785)
This PR introduces no behaviour changes, just scaffolding. It adds:
- IdentitySequenceService trait containing the methods `createSequence`,
`dropSequence`, `reserve` (+ CreateSequenceRequest / DropSequenceRequest
/ ReserveIdsRequest / ReserveIdsResponse).
- `IdentitySequenceServices.resolve(spark)` for retrieval of the service
to be used. Defaults to an in-memory `LocalIdentitySequenceService`,
overridable via
`spark.databricks.delta.identityColumn.concurrent.serviceClassName`.
## How was this patch tested?
The `LocalIdentitySequenceService` is tested using the
`LocalIdentitySequenceServiceSuite.scala`. These tests ensure that the
the `LocalIdentitySequenceService` matches the expected behavior
exactly. This is important because we will use it later for testing the
other components.
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## Does this PR introduce _any_ user-facing changes?
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No
---------
Signed-off-by: Robert Weeke <weeke.robert@gmail.com>
Co-authored-by: mkroll-db <marco.kroll@databricks.com>1 parent 26a4250 commit df901ec
5 files changed
Lines changed: 761 additions & 0 deletions
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- spark/src
- main/scala/org/apache/spark/sql/delta
- cic
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- test/scala/org/apache/spark/sql/delta/cic
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