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feat: BigTable online store #3140

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Merged
feast-ci-bot merged 24 commits into from
Oct 5, 2022
Merged

feat: BigTable online store #3140

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b349ad6
Initial implementation of BigTable online store.
chhabrakadabra Aug 25, 2022
f9f45bb
Attempt to run bigtable integration tests.
chhabrakadabra Sep 5, 2022
2a1a863
Got the BigTable tests running in local containers
chhabrakadabra Sep 5, 2022
96814d6
Set serialization version when computing entity ID
chhabrakadabra Sep 6, 2022
6e6233f
Switch to the recommended layout in bigtable.
chhabrakadabra Sep 6, 2022
2a0d09a
Minor bugfixes.
chhabrakadabra Sep 10, 2022
98532a5
Move BigTable online store out of contrib
chhabrakadabra Sep 27, 2022
2a65fef
Attempt to run integration tests in CI.
chhabrakadabra Sep 28, 2022
de795f3
Delete tables for entity-less feature views.
chhabrakadabra Sep 28, 2022
bf798e8
Table names should be smaller than 50 characters
chhabrakadabra Sep 28, 2022
eb3ab91
Optimize bigtable reads.
chhabrakadabra Sep 28, 2022
1383b7e
dynamodb: switch to `mock_dynamodb`
chhabrakadabra Sep 28, 2022
6986fa9
minor: rename `BigTable` to `Bigtable`
chhabrakadabra Sep 29, 2022
3cd76a8
Wrote some Bigtable documentation.
chhabrakadabra Sep 29, 2022
c7449cc
Bugfix: Deal with missing row keys.
chhabrakadabra Sep 30, 2022
f356312
Fix linting issues.
chhabrakadabra Sep 30, 2022
ff62c6b
Generate requirements files.
chhabrakadabra Sep 30, 2022
cce3602
Don't bother materializing created timestamp.
chhabrakadabra Sep 30, 2022
943ee3f
Remove `tensorflow-metadata`.
chhabrakadabra Sep 30, 2022
ab80b42
Minor fix to Bigtable documentation.
chhabrakadabra Oct 5, 2022
4755745
update roadmap docs
adchia Oct 5, 2022
c0f2d8e
Fix roadmap doc
adchia Oct 5, 2022
2d6bdac
Change link to point to roadmap page
adchia Oct 5, 2022
992c318
change order in roadmap
adchia Oct 5, 2022
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Minor fix to Bigtable documentation. 
Feedback from Danny mentioned that Bigtable should be able to store
multiple versions of the same key and fetch the latest at read time.
This makes sense and means that concurrent writes should work just fine.

Signed-off-by: Abhin Chhabra <abhin.chhabra@shopify.com>
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chhabrakadabra committed Oct 5, 2022
commit ab80b429c5d7e2933f53d8cff444230e428c5196
2 changes: 1 addition & 1 deletion docs/reference/online-stores/bigtable.md
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Expand Up @@ -46,7 +46,7 @@ Below is a matrix indicating which functionality is supported by the Bigtable on
| readable by Java | no |
| readable by Go | no |
| support for entityless feature views | yes |
| support for concurrent writing to the same key | no |
| support for concurrent writing to the same key | yes |
| support for ttl (time to live) at retrieval | no |
| support for deleting expired data | no |
| collocated by feature view | yes |
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