feat: Add Feast types in preparation for changing type system #2475

felixwang9817 · 2022-04-01T02:01:58Z

What this PR does / why we need it: This PR adds the FeastType ABC, along with associated types, in preparation for changing the Feast type system. Specifically, this PR prepares for introducing a Field class which will replace the existing Feature class; the new Field class will allow user to specify types through FeastTypes, instead of through the existing ValueType enum. Note that the user interface for specifying types will change, but the underlying proto representation will remain the same.

Which issue(s) this PR fixes:

Fixes #

codecov-commenter · 2022-04-01T02:13:51Z

Codecov Report

Merging #2475 (d592c46) into master (514666f) will decrease coverage by 25.74%.
The diff coverage is 96.77%.

@@             Coverage Diff             @@
##           master    #2475       +/-   ##
===========================================
- Coverage   84.56%   58.82%   -25.75%     
===========================================
  Files         127      128        +1     
  Lines       10913    10912        -1     
===========================================
- Hits         9229     6419     -2810     
- Misses       1684     4493     +2809

Flag	Coverage Δ
integrationtests	`?`
unittests	`58.82% <96.77%> (+0.20%)`	⬆️

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

Impacted Files	Coverage Δ
sdk/python/feast/types.py	`95.55% <95.55%> (ø)`
sdk/python/feast/feature.py	`85.36% <100.00%> (-4.88%)`	⬇️
sdk/python/tests/unit/test_types.py	`100.00% <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%> (-78.58%)`	⬇️
...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 66 more

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achals · 2022-04-01T20:03:52Z

sdk/python/feast/types.py

+    INVALID = 0
+    BYTES = 1
+    STRING = 2
+    BOOL = 3
+    INT32 = 4
+    INT64 = 5
+    FLOAT32 = 6
+    FLOAT64 = 7
+    UNIX_TIMESTAMP = 8


Does this numbering match the proto equivalents?

switched to match

achals · 2022-04-01T20:04:21Z

sdk/python/feast/types.py

+}
+
+
+class FeastType(ABC):


Should this be FeastComplexType or something

achals · 2022-04-01T20:04:51Z

sdk/python/feast/types.py

+        base_type: The base type of the array.
+    """
+
+    base_type: Union[PrimitiveFeastType, FeastType]


Does this mean we'd support Nested Arrays, for example?

eventually, yes - the user interface should be extensible enough to support nested types, but right now we only support the existing types (so no nested types)

Signed-off-by: Felix Wang <[email protected]>

achals

/lgtm

feast-ci-bot · 2022-04-04T20:27:25Z

[APPROVALNOTIFIER] This PR is APPROVED

This pull-request has been approved by: achals, felixwang9817

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# [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))

felixwang9817 requested a review from a team as a code owner April 1, 2022 02:01

felixwang9817 requested review from woop and removed request for a team April 1, 2022 02:01

feast-ci-bot added the approved label Apr 1, 2022

github-actions bot assigned achals Apr 1, 2022

feast-ci-bot added the size/L label Apr 1, 2022

felixwang9817 requested review from achals and removed request for woop April 1, 2022 02:02

felixwang9817 changed the title ~~feat: Add Feast types in preparation for changing type system~~ feat: Add Feast types in preparation for changing type system [WIP] Apr 1, 2022

felixwang9817 changed the title ~~feat: Add Feast types in preparation for changing type system [WIP]~~ feat: Add Feast types in preparation for changing type system Apr 1, 2022

achals reviewed Apr 1, 2022

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felixwang9817 added 5 commits April 4, 2022 13:21

Fix import

0070a81

Signed-off-by: Felix Wang <[email protected]>

Add types

7d944fc

Signed-off-by: Felix Wang <[email protected]>

Fix types

dc6948f

Signed-off-by: Felix Wang <[email protected]>

Test type errors

fbfd251

Signed-off-by: Felix Wang <[email protected]>

Rename FeastType to ComplexFeastType

d592c46

Signed-off-by: Felix Wang <[email protected]>

felixwang9817 force-pushed the types branch from 971bab1 to d592c46 Compare April 4, 2022 20:21

achals approved these changes Apr 4, 2022

View reviewed changes

feast-ci-bot added the lgtm label Apr 4, 2022

feast-ci-bot merged commit 4864252 into feast-dev:master Apr 4, 2022

felixwang9817 mentioned this pull request Apr 5, 2022

chore: Add conversion from ValueTypeProto.Enum to new Feast type system #2489

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feat: Add Feast types in preparation for changing type system #2475

feat: Add Feast types in preparation for changing type system #2475

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feat: Add Feast types in preparation for changing type system #2475

feat: Add Feast types in preparation for changing type system #2475

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