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Provide the user with more options for setting the to_bigquery config #1661

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merged 5 commits into from
Jun 28, 2021

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@codyjlin codyjlin commented Jun 22, 2021

Signed-off-by: Cody Lin codyl@twitter.com

What this PR does / why we need it:
This PR gives the user more freedom to set configuration options for the to_bigquery call (on a BigQueryRetrievalJob following a get_historical_features call). For example, the user can specify a destination project.dataset.tableName, an expiration timestamp for the table, and also an option for replace/overwrite vs fail if already exists.

Which issue(s) this PR fixes:
Fixes #1654

Does this PR introduce a user-facing change?:

* User should supply to_bigquery() with a bigquery.QueryJobConfig.
* User can also call to_sql() to get/modify the SQL directly (i.e. to set expiration_timestamp)

References

Signed-off-by: Cody Lin <codyl@twitter.com>
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codecov-commenter commented Jun 22, 2021

Codecov Report

Merging #1661 (e6faf27) into master (e5bea11) will decrease coverage by 11.34%.
The diff coverage is 33.33%.

Impacted file tree graph

@@             Coverage Diff             @@
##           master    #1661       +/-   ##
===========================================
- Coverage   83.46%   72.12%   -11.35%     
===========================================
  Files          71       71               
  Lines        6267     6224       -43     
===========================================
- Hits         5231     4489      -742     
- Misses       1036     1735      +699     
Flag Coverage Δ
integrationtests ?
unittests 72.12% <33.33%> (-0.59%) ⬇️

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

Impacted Files Coverage Δ
sdk/python/tests/test_historical_retrieval.py 56.84% <ø> (-42.16%) ⬇️
sdk/python/feast/infra/offline_stores/bigquery.py 31.37% <33.33%> (-55.23%) ⬇️
sdk/python/tests/test_online_retrieval.py 17.39% <0.00%> (-82.61%) ⬇️
sdk/python/tests/online_read_write_test.py 20.00% <0.00%> (-80.00%) ⬇️
sdk/python/tests/test_cli_gcp.py 31.70% <0.00%> (-68.30%) ⬇️
sdk/python/feast/infra/online_stores/redis.py 30.35% <0.00%> (-61.61%) ⬇️
sdk/python/tests/test_cli_redis.py 40.74% <0.00%> (-59.26%) ⬇️
sdk/python/tests/test_cli_local.py 50.00% <0.00%> (-50.00%) ⬇️
sdk/python/tests/test_partial_apply.py 50.00% <0.00%> (-50.00%) ⬇️
sdk/python/feast/infra/online_stores/datastore.py 31.93% <0.00%> (-48.74%) ⬇️
... and 27 more

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@@ -454,13 +459,26 @@ def test_historical_features_from_bigquery_sources(
actual_bq_temp_table = bigquery.Client().get_table(bq_temp_table_path)
assert actual_bq_temp_table.table_id == bq_temp_table_path.split(".")[-1]

# Config to overwrite an existing table should succeed
job_config = bigquery.QueryJobConfig(
destination=path, write_disposition="WRITE_TRUNCATE"
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Note: write_disposition has the string options listed in the docs here.

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Same as comment above, and we don't need to test for individual settings in QueryJobConfig. We can assume they work

sdk/python/feast/infra/offline_stores/bigquery.py Outdated Show resolved Hide resolved
@@ -439,12 +440,16 @@ def test_historical_features_from_bigquery_sources(
)

# Just a dry run, should not create table
bq_dry_run = job_from_sql.to_bigquery(dry_run=True)
job_config = bigquery.QueryJobConfig(dry_run=True)
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let's not write tests for these for the time being. It won't be worth the work and protection when tests are about to undergo refactoring. Also this is within a test that'll run 6 times due to its parametrizations

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I also think these kind of small changes don't need test cases generally

Signed-off-by: Cody Lin <codyl@twitter.com>
def to_sql(self):
return self.query

def to_bigquery(self, job_config=None) -> Optional[str]:
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Can you please add a type here and a docstring?

Cody Lin added 2 commits June 24, 2021 09:39
Signed-off-by: Cody Lin <codyl@twitter.com>
Signed-off-by: Cody Lin <codyl@twitter.com>
@codyjlin codyjlin requested a review from woop June 24, 2021 23:37
Co-authored-by: Willem Pienaar <6728866+woop@users.noreply.github.com>
Signed-off-by: Cody Lin <codyjlin@yahoomail.com>
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[APPROVALNOTIFIER] This PR is APPROVED

This pull-request has been approved by: codyjlin, woop

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woop commented Jun 28, 2021

/lgtm

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woop commented Jun 28, 2021

/kind feature

@feast-ci-bot feast-ci-bot added kind/feature New feature or request and removed needs-kind labels Jun 28, 2021
@feast-ci-bot feast-ci-bot merged commit b9dd955 into feast-dev:master Jun 28, 2021
@codyjlin codyjlin deleted the to_bq-more-options branch June 29, 2021 17:08
Mwad22 pushed a commit to Mwad22/feast that referenced this pull request Jul 7, 2021
…feast-dev#1661)

* Provide more options for to_bigquery config

Signed-off-by: Cody Lin <codyl@twitter.com>

* Fix default job_config when none; remove excessive testing

Signed-off-by: Cody Lin <codyl@twitter.com>

* Add param type and docstring

Signed-off-by: Cody Lin <codyl@twitter.com>

* add docstrings and typing

Signed-off-by: Cody Lin <codyl@twitter.com>

* Apply docstring suggestions from code review

Co-authored-by: Willem Pienaar <6728866+woop@users.noreply.github.com>
Signed-off-by: Cody Lin <codyjlin@yahoomail.com>

Co-authored-by: Willem Pienaar <6728866+woop@users.noreply.github.com>
Signed-off-by: Mwad22 <51929507+Mwad22@users.noreply.github.com>
feast-ci-bot pushed a commit that referenced this pull request Jul 8, 2021
…on to include feature view name in feature naming. (#1641)

* test

Signed-off-by: David Y Liu <davidyliuliu@gmail.com>
Signed-off-by: Mwad22 <51929507+Mwad22@users.noreply.github.com>

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* Schema Inferencing should happen at apply time (#1646)

* wip1

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* GitBook: [master] 80 pages modified

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* Move redis too

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Remove redis provider reference

* CR comments

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* Remove print statement

Signed-off-by: Achal Shah <achals@gmail.com>
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* Possibility to specify a project for BigQuery queries (#1656)

Signed-off-by: Matt Delacour <matt.delacour@shopify.com>

Co-authored-by: Achal Shah <achals@gmail.com>
Signed-off-by: Mwad22 <51929507+Mwad22@users.noreply.github.com>

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* Refactor OfflineStoreConfig classes into their owning modules

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* Fix error string

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* Generic error class

Signed-off-by: Achal Shah <achals@gmail.com>

* Merge conflicts

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* make the store type work, and add a test that uses the fully qualified name of the OnlineStore

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* Address comments from previous PR

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* CR updates

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* Run python unit tests in parallel (#1652)

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Signed-off-by: Mwad22 <51929507+Mwad22@users.noreply.github.com>

* Rename telemetry to usage (#1660)

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Signed-off-by: Tsotne Tabidze <tsotne@tecton.ai>

* Update docs

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* Update .prow and infra

Signed-off-by: Tsotne Tabidze <tsotne@tecton.ai>

* Rename file

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* Change url

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* Re-add telemetry.md for backwards-compatibility

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* resolved final comments on PR (variable renaming, refactor tests)

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* reformatted after merge conflict

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* Update CHANGELOG for Feast v0.11.0

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Signed-off-by: Mwad22 <51929507+Mwad22@users.noreply.github.com>

* Update charts README (#1659)

Adding feast jupyter link to it.

+ Fix the helm 'feast-serving' name in aws/azure terraform.

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* Added Redis to list of online stores for local provider in providers reference doc. (#1668)

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* update in testing

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* Add RedshiftDataSource

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* Call parent __init__ first

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* Provide the user with more options for setting the to_bigquery config (#1661)

* Provide more options for to_bigquery config

Signed-off-by: Cody Lin <codyl@twitter.com>

* Fix default job_config when none; remove excessive testing

Signed-off-by: Cody Lin <codyl@twitter.com>

* Add param type and docstring

Signed-off-by: Cody Lin <codyl@twitter.com>

* add docstrings and typing

Signed-off-by: Cody Lin <codyl@twitter.com>

* Apply docstring suggestions from code review

Co-authored-by: Willem Pienaar <6728866+woop@users.noreply.github.com>
Signed-off-by: Cody Lin <codyjlin@yahoomail.com>

Co-authored-by: Willem Pienaar <6728866+woop@users.noreply.github.com>
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* Add streaming sources to the FeatureView API (#1664)

* Add a streaming source to the FeatureView API

This diff only updates the API. It is currently up to the providers to actually use this information to spin up resources to consume events from the stream sources.

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* remove stuff from rebase

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* Update protos

Signed-off-by: Achal Shah <achals@gmail.com>

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* Add to_table() to RetrievalJob object (#1663)

* Add notion of OfflineJob

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* Rename to_table to to_arrow (#1671)

Signed-off-by: Matt Delacour <matt.delacour@shopify.com>
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* Cancel BigQuery job if timeout hits (#1672)

* Cancel BigQuery job if timedout hits

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* Fix typo

Signed-off-by: Matt Delacour <matt.delacour@shopify.com>
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* Fix Feature References example (#1674)

Fix Feature References example by passing `entity_rows` to `get_online_features()`

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* Allow strings for online/offline store instead of dicts (#1673)

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* Remove default list from the FeatureView constructor (#1679)

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* made changes requested by @tsotnet

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* Fix unit tests that got broken by Pandas 1.3.0 release (#1683)

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* Add support for DynamoDB and S3 registry (#1483)

* Add support for DynamoDB and S3 registry

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* rcu and wcu as a parameter of dynamodb online store

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* fix linter

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* FEAST_S3_ENDPOINT_URL

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* tests

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* review changes

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* review requested changes

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* For ci requirement

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* region required

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* Address the rest of the comments

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* BQ exception should be raised first before we check the timedout (#1675)

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* Update sdk/python/feast/feature_store.py

Co-authored-by: Willem Pienaar <6728866+woop@users.noreply.github.com>
Signed-off-by: Mwad22 <51929507+Mwad22@users.noreply.github.com>

* made error logic/messages more descriptive

Signed-off-by: Mwad22 <51929507+Mwad22@users.noreply.github.com>

* made error logic/messages more descriptive.

Signed-off-by: Mwad22 <51929507+Mwad22@users.noreply.github.com>

* Simplified error messages

Signed-off-by: Mwad22 <51929507+Mwad22@users.noreply.github.com>

* ran formatter, issue in errors.py

Signed-off-by: Mwad22 <51929507+Mwad22@users.noreply.github.com>

* python linter issues resolved

Signed-off-by: Mwad22 <51929507+Mwad22@users.noreply.github.com>

* removed unnecessary default assignment in get_historical_features. default now set only in feature_store.py

Signed-off-by: Mwad22 <51929507+Mwad22@users.noreply.github.com>

* added error message assertion for feature name collisions, and other nitpick changes

Signed-off-by: Mwad22 <51929507+Mwad22@users.noreply.github.com>

Co-authored-by: David Y Liu <davidyliuliu@gmail.com>
Co-authored-by: Tsotne Tabidze <tsotne@tecton.ai>
Co-authored-by: Achal Shah <achals@gmail.com>
Co-authored-by: David Y Liu <7172604+mavysavydav@users.noreply.github.com>
Co-authored-by: Willem Pienaar <github@willem.co>
Co-authored-by: codyjlin <31944154+codyjlin@users.noreply.github.com>
Co-authored-by: Matt Delacour <MattDelac@users.noreply.github.com>
Co-authored-by: Willem Pienaar <git@willem.co>
Co-authored-by: Peter Szalai <szalaipeti.vagyok@gmail.com>
Co-authored-by: Nel Swanepoel <nels@users.noreply.github.com>
Co-authored-by: Willem Pienaar <6728866+woop@users.noreply.github.com>
Co-authored-by: Greg Kuhlmann <greg.kuhlmann@gmail.com>
Co-authored-by: Leonid <lenin133@yandex.ru>
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Provide ability to set more options when outputting joined data to bq table.
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