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feat: Add an experimental lambda-based materialization engine #2923

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merged 10 commits into from
Jul 14, 2022

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@achals achals commented Jul 8, 2022

Signed-off-by: Achal Shah [email protected]

What this PR does / why we need it:

Which issue(s) this PR fixes:

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codecov-commenter commented Jul 8, 2022

Codecov Report

Merging #2923 (37aae59) into master (054446c) will increase coverage by 0.14%.
The diff coverage is 79.28%.

@@            Coverage Diff             @@
##           master    #2923      +/-   ##
==========================================
+ Coverage   78.57%   78.71%   +0.14%     
==========================================
  Files         179      183       +4     
  Lines       15877    16118     +241     
==========================================
+ Hits        12475    12687     +212     
- Misses       3402     3431      +29     
Flag Coverage Δ
integrationtests 68.88% <90.68%> (+0.39%) ⬆️
unittests 59.35% <39.84%> (-0.29%) ⬇️

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 89.72% <ø> (ø)
...k/python/feast/infra/materialization/lambda/app.py 26.66% <26.66%> (ø)
sdk/python/feast/repo_config.py 88.44% <73.91%> (-0.30%) ⬇️
...n/tests/integration/materialization/test_lambda.py 88.52% <88.52%> (ø)
...east/infra/materialization/lambda/lambda_engine.py 93.75% <93.75%> (ø)
sdk/python/feast/infra/aws.py 40.00% <100.00%> (+0.28%) ⬆️
...hon/feast/infra/materialization/lambda/__init__.py 100.00% <100.00%> (ø)
sdk/python/feast/infra/passthrough_provider.py 96.32% <100.00%> (+3.84%) ⬆️
sdk/python/tests/conftest.py 77.63% <100.00%> (+0.91%) ⬆️
...tion/feature_repos/integration_test_repo_config.py 87.80% <100.00%> (+2.09%) ⬆️
... and 8 more

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@achals achals changed the title feat: Add an experimental lambda-based materialization engine WIP feat: Add an experimental lambda-based materialization engine Jul 8, 2022
@achals achals changed the title WIP feat: Add an experimental lambda-based materialization engine feat: Add an experimental lambda-based materialization engine Jul 8, 2022
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/lgtm

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/lgtm

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/approve

Signed-off-by: Achal Shah <[email protected]>
@achals achals force-pushed the achal/lambda-engine branch from 2b0cd41 to 37aae59 Compare July 14, 2022 17:25
@feast-ci-bot feast-ci-bot removed the lgtm label Jul 14, 2022
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New changes are detected. LGTM label has been removed.

@achals achals added the lgtm label Jul 14, 2022
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[APPROVALNOTIFIER] This PR is APPROVED

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

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@feast-ci-bot feast-ci-bot merged commit 6f79069 into feast-dev:master Jul 14, 2022
@achals achals deleted the achal/lambda-engine branch July 14, 2022 18:35
felixwang9817 pushed a commit that referenced this pull request Aug 2, 2022
# [0.23.0](v0.22.0...v0.23.0) (2022-08-02)

### Bug Fixes

* Add dummy alias to pull_all_from_table_or_query ([#2956](#2956)) ([5e45228](5e45228))
* Bump version of Guava to mitigate cve ([#2896](#2896)) ([51df8be](51df8be))
* Change numpy version on setup.py and upgrade it to resolve dependabot warning ([#2887](#2887)) ([80ea7a9](80ea7a9))
* Change the feature store plan method to public modifier ([#2904](#2904)) ([0ec7d1a](0ec7d1a))
* Deprecate 3.7 wheels and fix verification workflow ([#2934](#2934)) ([040c910](040c910))
* Do not allow same column to be reused in data sources ([#2965](#2965)) ([661c053](661c053))
* Fix build wheels workflow to install apache-arrow correctly ([#2932](#2932)) ([bdeb4ae](bdeb4ae))
* Fix file offline store logic for feature views without ttl ([#2971](#2971)) ([26f6b69](26f6b69))
* Fix grpc and update protobuf ([#2894](#2894)) ([86e9efd](86e9efd))
* Fix night ci syntax error and update readme ([#2935](#2935)) ([b917540](b917540))
* Fix nightly ci again ([#2939](#2939)) ([1603c9e](1603c9e))
* Fix the go build and use CgoArrowAllocator to prevent incorrect garbage collection ([#2919](#2919)) ([130746e](130746e))
* Fix typo in CONTRIBUTING.md ([#2955](#2955)) ([8534f69](8534f69))
* Fixing broken links to feast documentation on java readme and contribution ([#2892](#2892)) ([d044588](d044588))
* Fixing Spark min / max entity df event timestamps range return order ([#2735](#2735)) ([ac55ce2](ac55ce2))
* Move gcp back to 1.47.0 since grpcio-tools 1.48.0 got yanked from pypi ([#2990](#2990)) ([fc447eb](fc447eb))
* Refactor testing and sort out unit and integration tests ([#2975](#2975)) ([2680f7b](2680f7b))
* Remove hard-coded integration test setup for AWS & GCP ([#2970](#2970)) ([e4507ac](e4507ac))
* Resolve small typo in README file ([#2930](#2930)) ([16ae902](16ae902))
* Revert "feat: Add snowflake online store ([#2902](#2902))" ([#2909](#2909)) ([38fd001](38fd001))
* Snowflake_online_read fix ([#2988](#2988)) ([651ce34](651ce34))
* Spark source support table with pattern "db.table" ([#2606](#2606)) ([3ce5139](3ce5139)), closes [#2605](#2605)
* Switch mysql log string to use regex ([#2976](#2976)) ([5edf4b0](5edf4b0))
* Update gopy to point to fork to resolve github annotation errors. ([#2940](#2940)) ([ba2dcf1](ba2dcf1))
* Version entity serialization mechanism and fix issue with int64 vals ([#2944](#2944)) ([d0d27a3](d0d27a3))

### Features

* Add an experimental lambda-based materialization engine ([#2923](#2923)) ([6f79069](6f79069))
* Add column reordering to `write_to_offline_store` ([#2876](#2876)) ([8abc2ef](8abc2ef))
* Add custom JSON table tab w/ formatting ([#2851](#2851)) ([0159f38](0159f38))
* Add CustomSourceOptions to SavedDatasetStorage ([#2958](#2958)) ([23c09c8](23c09c8))
* Add Go option to `feast serve` command ([#2966](#2966)) ([a36a695](a36a695))
* Add interfaces for batch materialization engine ([#2901](#2901)) ([38b28ca](38b28ca))
* Add pages for individual Features to the Feast UI ([#2850](#2850)) ([9b97fca](9b97fca))
* Add snowflake online store ([#2902](#2902)) ([f758f9e](f758f9e)), closes [#2903](#2903)
* Add Snowflake online store (again) ([#2922](#2922)) ([2ef71fc](2ef71fc)), closes [#2903](#2903)
* Add to_remote_storage method to RetrievalJob ([#2916](#2916)) ([109ee9c](109ee9c))
* Support retrieval from multiple feature views with different join keys ([#2835](#2835)) ([056cfa1](056cfa1))
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