fix: Handle complex Spark data types in SparkSource#3154
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fix: Handle complex Spark data types in SparkSource#3154feast-ci-bot merged 2 commits intofeast-dev:masterfrom
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Signed-off-by: Petra Rebernjak <[email protected]>
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Signed-off-by: Petra Rebernjak <[email protected]>
Codecov ReportBase: 67.11% // Head: 76.13% // Increases project coverage by
Additional details and impacted files@@ Coverage Diff @@
## master #3154 +/- ##
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+ Coverage 67.11% 76.13% +9.01%
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Files 175 211 +36
Lines 15907 17858 +1951
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+ Hits 10676 13596 +2920
+ Misses 5231 4262 -969
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[APPROVALNOTIFIER] This PR is APPROVED This pull-request has been approved by: achals, rebstastic 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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adchia
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* Make sure data types are strings Signed-off-by: Petra Rebernjak <[email protected]> * Lint Signed-off-by: Petra Rebernjak <[email protected]> Signed-off-by: Petra Rebernjak <[email protected]>
adchia
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## [0.24.1](v0.24.0...v0.24.1) (2022-09-08) ### Bug Fixes * Fix push API to respect feature view's already inferred entity types ([#3172](#3172)) ([5dba4a3](5dba4a3)) * Fix release workflow ([#3144](#3144)) ([c77a655](c77a655)) * Fix Shopify timestamp bug and add warnings to help with debugging entity registration ([#3191](#3191)) ([95066ea](95066ea)) * Handle complex Spark data types in SparkSource ([#3154](#3154)) ([0e13573](0e13573))
felixwang9817
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Sep 20, 2022
# [0.25.0](v0.24.0...v0.25.0) (2022-09-20) ### Bug Fixes * Broken Feature Service Link ([#3227](#3227)) ([e117082](e117082)) * Feature-server image is missing mysql dependency for mysql registry ([#3223](#3223)) ([ae37b20](ae37b20)) * Fix handling of TTL in Go server ([#3232](#3232)) ([f020630](f020630)) * Fix materialization when running on Spark cluster. ([#3166](#3166)) ([175fd25](175fd25)) * Fix push API to respect feature view's already inferred entity types ([#3172](#3172)) ([7c50ab5](7c50ab5)) * Fix release workflow ([#3144](#3144)) ([20a9dd9](20a9dd9)) * Fix Shopify timestamp bug and add warnings to help with debugging entity registration ([#3191](#3191)) ([de75971](de75971)) * Handle complex Spark data types in SparkSource ([#3154](#3154)) ([5ddb83b](5ddb83b)) * Local staging location provision ([#3195](#3195)) ([cdf0faf](cdf0faf)) * Remove bad snowflake offline store method ([#3204](#3204)) ([dfdd0ca](dfdd0ca)) * Remove opening file object when validating S3 parquet source ([#3217](#3217)) ([a906018](a906018)) * Snowflake config file search error ([#3193](#3193)) ([189afb9](189afb9)) * Update Snowflake Online docs ([#3206](#3206)) ([7bc1dff](7bc1dff)) ### Features * Add `to_remote_storage` functionality to `SparkOfflineStore` ([#3175](#3175)) ([2107ce2](2107ce2)) * Add ability to give boto extra args for registry config ([#3219](#3219)) ([fbc6a2c](fbc6a2c)) * Add health endpoint to py server ([#3202](#3202)) ([43222f2](43222f2)) * Add snowflake support for date & number with scale ([#3148](#3148)) ([50e8755](50e8755)) * Add tag kwarg to set Snowflake online store table path ([#3176](#3176)) ([39aeea3](39aeea3)) * Add workgroup to athena offline store config ([#3139](#3139)) ([a752211](a752211)) * Implement spark materialization engine ([#3184](#3184)) ([a59c33a](a59c33a))
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What this PR does / why we need it:
get_table_column_names_and_typesofSparkSourcereturns non-string data type for complex Spark types.For example, if a feature view contains a feature of type
ArrayType(DoubleType(), False), current implementation would return a dictionary such asWith this fix, the returning data type would be
array<double>.This PR ensures that all Spark types are serialized as strings.
Which issue(s) this PR fixes:
Fixes #