fix: Fix Spark offline store type conversion to arrow#3071
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adchia merged 2 commits intofeast-dev:masterfrom Aug 11, 2022
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fix: Fix Spark offline store type conversion to arrow#3071adchia merged 2 commits intofeast-dev:masterfrom
adchia merged 2 commits intofeast-dev:masterfrom
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Signed-off-by: niklasvm <[email protected]>
Signed-off-by: niklasvm <[email protected]>
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[APPROVALNOTIFIER] This PR is APPROVED This pull-request has been approved by: adchia, niklasvm The full list of commands accepted by this bot can be found here. The pull request process is described here DetailsNeeds approval from an approver in each of these files:
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@@ Coverage Diff @@
## master #3071 +/- ##
==========================================
- Coverage 67.35% 58.05% -9.31%
==========================================
Files 169 202 +33
Lines 14834 16774 +1940
==========================================
- Hits 9992 9738 -254
- Misses 4842 7036 +2194
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franciscojavierarceo
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* Fix unit tests related to empty list types Signed-off-by: niklasvm <[email protected]> * formatting Signed-off-by: niklasvm <[email protected]> Signed-off-by: niklasvm <[email protected]> Signed-off-by: Francisco Javier Arceo <[email protected]>
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* Fix unit tests related to empty list types Signed-off-by: niklasvm <[email protected]> * formatting Signed-off-by: niklasvm <[email protected]> Signed-off-by: niklasvm <[email protected]>
adchia
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## [0.22.4](v0.22.3...v0.22.4) (2022-08-15) ### Bug Fixes * Fix field mapping logic during feature inference ([#3067](#3067)) ([3668702](3668702)) * Fix incorrect on demand feature view diffing and improve Java tests ([#3074](#3074)) ([dd46d45](dd46d45)) * Fix on demand feature view output in feast plan + Web UI crash ([#3057](#3057)) ([a44fe66](a44fe66)) * Fix Spark offline store type conversion to arrow ([#3071](#3071)) ([8e6a6b1](8e6a6b1))
adchia
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* Fix unit tests related to empty list types Signed-off-by: niklasvm <[email protected]> * formatting Signed-off-by: niklasvm <[email protected]> Signed-off-by: niklasvm <[email protected]>
adchia
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## [0.23.2](v0.23.1...v0.23.2) (2022-08-15) ### Bug Fixes * Fix field mapping logic during feature inference ([#3067](#3067)) ([eb885b1](eb885b1)) * Fix incorrect on demand feature view diffing and improve Java tests ([#3074](#3074)) ([0ff0ec4](0ff0ec4)) * Fix on demand feature view output in feast plan + Web UI crash ([#3057](#3057)) ([a32d247](a32d247)) * Fix Spark offline store type conversion to arrow ([#3071](#3071)) ([a49f70c](a49f70c))
kevjumba
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# [0.24.0](v0.23.0...v0.24.0) (2022-08-25) ### Bug Fixes * Check if on_demand_feature_views is an empty list rather than None for snowflake provider ([#3046](#3046)) ([9b05e65](9b05e65)) * FeatureStore.apply applies BatchFeatureView correctly ([#3098](#3098)) ([41be511](41be511)) * Fix Feast Java inconsistency with int64 serialization vs python ([#3031](#3031)) ([4bba787](4bba787)) * Fix feature service inference logic ([#3089](#3089)) ([4310ed7](4310ed7)) * Fix field mapping logic during feature inference ([#3067](#3067)) ([cdfa761](cdfa761)) * Fix incorrect on demand feature view diffing and improve Java tests ([#3074](#3074)) ([0702310](0702310)) * Fix Java helm charts to work with refactored logic. Fix FTS image ([#3105](#3105)) ([2b493e0](2b493e0)) * Fix on demand feature view output in feast plan + Web UI crash ([#3057](#3057)) ([bfae6ac](bfae6ac)) * Fix release workflow to release 0.24.0 ([#3138](#3138)) ([a69aaae](a69aaae)) * Fix Spark offline store type conversion to arrow ([#3071](#3071)) ([b26566d](b26566d)) * Fixing Web UI, which fails for the SQL registry ([#3028](#3028)) ([64603b6](64603b6)) * Force Snowflake Session to Timezone UTC ([#3083](#3083)) ([9f221e6](9f221e6)) * Make infer dummy entity join key idempotent ([#3115](#3115)) ([1f5b1e0](1f5b1e0)) * More explicit error messages ([#2708](#2708)) ([e4d7afd](e4d7afd)) * Parse inline data sources ([#3036](#3036)) ([c7ba370](c7ba370)) * Prevent overwriting existing file during `persist` ([#3088](#3088)) ([69af21f](69af21f)) * Register BatchFeatureView in feature repos correctly ([#3092](#3092)) ([b8e39ea](b8e39ea)) * Return an empty infra object from sql registry when it doesn't exist ([#3022](#3022)) ([8ba87d1](8ba87d1)) * Teardown tables for Snowflake Materialization testing ([#3106](#3106)) ([0a0c974](0a0c974)) * UI error when saved dataset is present in registry. ([#3124](#3124)) ([83cf753](83cf753)) * Update sql.py ([#3096](#3096)) ([2646a86](2646a86)) * Updated snowflake template ([#3130](#3130)) ([f0594e1](f0594e1)) ### Features * Add authentication option for snowflake connector ([#3039](#3039)) ([74c75f1](74c75f1)) * Add Cassandra/AstraDB online store contribution ([#2873](#2873)) ([feb6cb8](feb6cb8)) * Add Snowflake materialization engine ([#2948](#2948)) ([f3b522b](f3b522b)) * Adding saved dataset capabilities for Postgres ([#3070](#3070)) ([d3253c3](d3253c3)) * Allow passing repo config path via flag ([#3077](#3077)) ([0d2d951](0d2d951)) * Contrib azure provider with synapse/mssql offline store and Azure registry store ([#3072](#3072)) ([9f7e557](9f7e557)) * Custom Docker image for Bytewax batch materialization ([#3099](#3099)) ([cdd1b07](cdd1b07)) * Feast AWS Athena offline store (again) ([#3044](#3044)) ([989ce08](989ce08)) * Implement spark offline store `offline_write_batch` method ([#3076](#3076)) ([5b0cc87](5b0cc87)) * Initial Bytewax materialization engine ([#2974](#2974)) ([55c61f9](55c61f9)) * Refactor feature server helm charts to allow passing feature_store.yaml in environment variables ([#3113](#3113)) ([85ee789](85ee789))
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What this PR does / why we need it:
Fixes some integration tests related to the spark offline store. Specifically when empty list data is converted from a spark data frame to arrow. This PR fixes 5 failing tests.
The current implementation converts from spark df --> pandas --> arrow.
The new implementation writes the data temporarily to parquet and then loads it with arrow.
Which issue(s) this PR fixes:
None