Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

fix: Dynamodb deduplicate batch write request by partition keys #2515

Merged
merged 1 commit into from
Apr 9, 2022

Conversation

TremaMiguel
Copy link
Member

Signed-off-by: Miguel Trejo armando.trejo.marrufo@gmail.com

What this PR does / why we need it:

The DynamoDBOnlineStore batch writer can raise the following error if duplicate primary keys entity_id appear

BatchWriteItem operation: Provided list of item keys contains duplicates

This Merge Request deduplicate the write batch request on entity_id primary key,

Which issue(s) this PR fixes:

Fixes #2483

Signed-off-by: Miguel Trejo <armando.trejo.marrufo@gmail.com>
@TremaMiguel TremaMiguel requested a review from a team as a code owner April 9, 2022 03:35
@TremaMiguel TremaMiguel requested review from felixwang9817 and removed request for a team April 9, 2022 03:35
@TremaMiguel TremaMiguel changed the title fix: dynamodb deduplicate batch write request by partition keys fix: Dynamodb deduplicate batch write request by partition keys Apr 9, 2022
@@ -171,3 +173,24 @@ def test_online_read(repo_config, n_samples):
)
assert len(returned_items) == len(data)
assert [item[1] for item in returned_items] == list(features)


@mock_dynamodb2
Copy link
Member

Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

We're planning on replacing this with the dynamo testcontainer, is that right?

Copy link
Member Author

Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

I was thinking on using test-containers for integration tests and moto for unit tests. Considering not to increase ci testing time, moto is faster than spinning up a docker container.

What are your thoughts?

Copy link
Member

Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

That works for me!

@codecov-commenter
Copy link

codecov-commenter commented Apr 9, 2022

Codecov Report

Merging #2515 (4c71ed7) into master (83f3e0d) will decrease coverage by 25.51%.
The diff coverage is 92.59%.

@@             Coverage Diff             @@
##           master    #2515       +/-   ##
===========================================
- Coverage   85.19%   59.67%   -25.52%     
===========================================
  Files         133      132        -1     
  Lines       11155    11062       -93     
===========================================
- Hits         9503     6601     -2902     
- Misses       1652     4461     +2809     
Flag Coverage Δ
integrationtests ?
unittests 59.67% <92.59%> (+0.10%) ⬆️

Flags with carried forward coverage won't be shown. Click here to find out more.

Impacted Files Coverage Δ
sdk/python/feast/infra/online_stores/dynamodb.py 72.15% <77.77%> (-16.86%) ⬇️
...t/infra/online_store/test_dynamodb_online_store.py 100.00% <100.00%> (ø)
sdk/python/tests/utils/online_store_utils.py 90.47% <100.00%> (ø)
.../integration/online_store/test_online_retrieval.py 17.39% <0.00%> (-82.61%) ⬇️
sdk/python/tests/utils/online_read_write_test.py 20.68% <0.00%> (-79.32%) ⬇️
.../integration/online_store/test_universal_online.py 14.85% <0.00%> (-78.29%) ⬇️
...fline_store/test_universal_historical_retrieval.py 23.73% <0.00%> (-76.27%) ⬇️
sdk/python/feast/wait.py 23.52% <0.00%> (-70.59%) ⬇️
sdk/python/feast/infra/online_stores/redis.py 27.04% <0.00%> (-69.19%) ⬇️
...gration/registration/test_feature_service_apply.py 31.25% <0.00%> (-68.75%) ⬇️
... and 67 more

Continue to review full report at Codecov.

Legend - Click here to learn more
Δ = absolute <relative> (impact), ø = not affected, ? = missing data
Powered by Codecov. Last update 83f3e0d...4c71ed7. Read the comment docs.

Copy link
Member

@achals achals left a comment

Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

/lgtm

@feast-ci-bot
Copy link
Collaborator

[APPROVALNOTIFIER] This PR is APPROVED

This pull-request has been approved by: achals, TremaMiguel

The full list of commands accepted by this bot can be found here.

The pull request process is described here

Needs approval from an approver in each of these files:

Approvers can indicate their approval by writing /approve in a comment
Approvers can cancel approval by writing /approve cancel in a comment

@feast-ci-bot feast-ci-bot merged commit 70d4a13 into feast-dev:master Apr 9, 2022
@TremaMiguel
Copy link
Member Author

@achals Thanks for the quick review!

achals pushed a commit that referenced this pull request Apr 14, 2022
# [0.20.0](v0.19.0...v0.20.0) (2022-04-14)

### Bug Fixes

* Add inlined data sources to the top level registry ([#2456](#2456)) ([356788a](356788a))
* Add new value types to types.ts for web ui ([#2463](#2463)) ([ad5694e](ad5694e))
* Add PushSource proto and Python class ([#2428](#2428)) ([9a4bd63](9a4bd63))
* Add spark to lambda dockerfile ([#2480](#2480)) ([514666f](514666f))
* Added private_key auth for Snowflake ([#2508](#2508)) ([c42c9b0](c42c9b0))
* Added Redshift and Spark typecheck to data_source event_timestamp_col inference ([#2389](#2389)) ([04dea73](04dea73))
* Building of go extension fails ([#2448](#2448)) ([7d1efd5](7d1efd5))
* Bump the number of versions bumps expected to 27 ([#2549](#2549)) ([ecc9938](ecc9938))
* Create __init__ files for the proto-generated python dirs ([#2410](#2410)) ([e17028d](e17028d))
* Don't prevent apply from running given duplicate empty names in data sources. Also fix repeated apply of Spark data source. ([#2415](#2415)) ([b95f441](b95f441))
* Dynamodb deduplicate batch write request by partition keys ([#2515](#2515)) ([70d4a13](70d4a13))
* Ensure that __init__ files exist in proto dirs ([#2433](#2433)) ([9b94f7b](9b94f7b))
* Fix DataSource constructor to unbreak custom data sources ([#2492](#2492)) ([712653e](712653e))
* Fix default feast apply path without any extras ([#2373](#2373)) ([6ba7fc7](6ba7fc7))
* Fix definitions.py with new definition ([#2541](#2541)) ([eefc34a](eefc34a))
* Fix entity row to use join key instead of name ([#2521](#2521)) ([c22fa2c](c22fa2c))
* Fix Java Master ([#2499](#2499)) ([e083458](e083458))
* Fix registry proto ([#2435](#2435)) ([ea6a9b2](ea6a9b2))
* Fix some inconsistencies in the docs and comments in the code ([#2444](#2444)) ([ad008bf](ad008bf))
* Fix spark docs ([#2382](#2382)) ([d4a606a](d4a606a))
* Fix Spark template to work correctly on feast init -t spark ([#2393](#2393)) ([ae133fd](ae133fd))
* Fix the feature repo fixture used by java tests  ([#2469](#2469)) ([32e925e](32e925e))
* Fix unhashable Snowflake and Redshift sources ([cd8f1c9](cd8f1c9))
* Fixed bug in passing config file params to snowflake python connector ([#2503](#2503)) ([34f2b59](34f2b59))
* Fixing Spark template to include source name ([#2381](#2381)) ([a985f1d](a985f1d))
* Make name a keyword arg for the Entity class ([#2467](#2467)) ([43847de](43847de))
* Making a name for data sources not a breaking change ([#2379](#2379)) ([71d7ae2](71d7ae2))
* Minor link fix in `CONTRIBUTING.md` ([#2481](#2481)) ([2917e27](2917e27))
* Preserve ordering of features in _get_column_names ([#2457](#2457)) ([495b435](495b435))
* Relax click python requirement to >=7 ([#2450](#2450)) ([f202f92](f202f92))
* Remove date partition column field from datasources that don't s… ([#2478](#2478)) ([ce35835](ce35835))
* Remove docker step from unit test workflow ([#2535](#2535)) ([6f22f22](6f22f22))
* Remove spark from the AWS Lambda dockerfile ([#2498](#2498)) ([6abae16](6abae16))
* Request data api update ([#2488](#2488)) ([0c9e5b7](0c9e5b7))
* Schema update ([#2509](#2509)) ([cf7bbc2](cf7bbc2))
* Simplify DataSource.from_proto logic ([#2424](#2424)) ([6bda4d2](6bda4d2))
* Snowflake api update ([#2487](#2487)) ([1181a9e](1181a9e))
* Support passing batch source to streaming sources for backfills ([#2523](#2523)) ([90db1d1](90db1d1))
* Timestamp update ([#2486](#2486)) ([bf23111](bf23111))
* Typos in Feast UI error message ([#2432](#2432)) ([e14369d](e14369d))
* Update feature view APIs to prefer keyword args ([#2472](#2472)) ([7c19cf7](7c19cf7))
* Update file api ([#2470](#2470)) ([83a11c6](83a11c6))
* Update Makefile to cd into python dir before running commands ([#2437](#2437)) ([ca32155](ca32155))
* Update redshift api ([#2479](#2479)) ([4fa73a9](4fa73a9))
* Update some fields optional in UI parser ([#2380](#2380)) ([cff7ac3](cff7ac3))
* Use a single version of jackson libraries and upgrade to 2.12.6.1 ([#2473](#2473)) ([5be1cc6](5be1cc6))
* Use dateutil parser to parse materialization times ([#2464](#2464)) ([6c55e49](6c55e49))
* Use the correct dockerhub image tag when building feature servers ([#2372](#2372)) ([0d62c1d](0d62c1d))

### Features

* Add `/write-to-online-store` method to the python feature server ([#2423](#2423)) ([d2fb048](d2fb048))
* Add description, tags, owner fields to all feature view classes ([#2440](#2440)) ([ed5e928](ed5e928))
* Add DQM Logging on GRPC Server with FileLogStorage for Testing ([#2403](#2403)) ([57a97d8](57a97d8))
* Add Feast types in preparation for changing type system ([#2475](#2475)) ([4864252](4864252))
* Add Field class ([#2500](#2500)) ([1279612](1279612))
* Add support for DynamoDB online_read in batches ([#2371](#2371)) ([702ec49](702ec49))
* Add Support for DynamodbOnlineStoreConfig endpoint_url parameter ([#2485](#2485)) ([7b863d1](7b863d1))
* Add templating for dynamodb table name ([#2394](#2394)) ([f591088](f591088))
* Allow local feature server to use Go feature server if enabled ([#2538](#2538)) ([a2ef375](a2ef375))
* Allow using entity's join_key in get_online_features ([#2420](#2420)) ([068c765](068c765))
* Data Source Api Update ([#2468](#2468)) ([6b96b21](6b96b21))
* Go server ([#2339](#2339)) ([d12e7ef](d12e7ef)), closes [#2354](#2354) [#2361](#2361) [#2332](#2332) [#2356](#2356) [#2363](#2363) [#2349](#2349) [#2355](#2355) [#2336](#2336) [#2361](#2361) [#2363](#2363) [#2344](#2344) [#2354](#2354) [#2347](#2347) [#2350](#2350) [#2356](#2356) [#2355](#2355) [#2349](#2349) [#2352](#2352) [#2341](#2341) [#2336](#2336) [#2373](#2373) [#2315](#2315) [#2372](#2372) [#2332](#2332) [#2349](#2349) [#2336](#2336) [#2361](#2361) [#2363](#2363) [#2344](#2344) [#2354](#2354) [#2347](#2347) [#2350](#2350) [#2356](#2356) [#2355](#2355) [#2349](#2349) [#2352](#2352) [#2341](#2341) [#2336](#2336) [#2373](#2373) [#2379](#2379) [#2380](#2380) [#2382](#2382) [#2364](#2364) [#2366](#2366) [#2386](#2386)
* Graduate write_to_online_store out of experimental status ([#2426](#2426)) ([e7dd4b7](e7dd4b7))
* Make feast PEP 561 compliant ([#2405](#2405)) ([3c41f94](3c41f94)), closes [#2420](#2420) [#2418](#2418) [#2425](#2425) [#2426](#2426) [#2427](#2427) [#2431](#2431) [#2433](#2433) [#2420](#2420) [#2418](#2418) [#2425](#2425) [#2426](#2426) [#2427](#2427) [#2431](#2431) [#2433](#2433)
* Makefile for contrib for Issue [#2364](#2364) ([#2366](#2366)) ([a02325b](a02325b))
* Support on demand feature views in go feature server ([#2494](#2494)) ([6edd274](6edd274))
* Switch from Feature to Field ([#2514](#2514)) ([6a03bed](6a03bed))
* Use a daemon thread to monitor the go feature server exclusively ([#2391](#2391)) ([0bb5e8c](0bb5e8c))
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
Projects
None yet
Development

Successfully merging this pull request may close these issues.

[DynamoDB] BatchWriteItem operation: Provided list of item keys contains duplicates
5 participants