In Historical Retrieval from BQ join between source & entities is performed inside BQ - #1110
Merged
feast-ci-bot merged 36 commits intoNov 2, 2020
Merged
Conversation
pyalex
requested review from
davidheryanto,
khorshuheng,
woop and
zhilingc
as code owners
October 29, 2020 04:28
pyalex
force-pushed
the
optimize-bq-historical-retrieval
branch
2 times, most recently
from
October 29, 2020 09:50
70d5a6a to
a60a955
Compare
Signed-off-by: Oleksii Moskalenko <moskalenko.alexey@gmail.com>
Signed-off-by: Oleksii Moskalenko <moskalenko.alexey@gmail.com>
Signed-off-by: Oleksii Moskalenko <moskalenko.alexey@gmail.com>
Signed-off-by: Oleksii Moskalenko <moskalenko.alexey@gmail.com>
Signed-off-by: Oleksii Moskalenko <moskalenko.alexey@gmail.com>
Signed-off-by: Oleksii Moskalenko <moskalenko.alexey@gmail.com>
Signed-off-by: Oleksii Moskalenko <moskalenko.alexey@gmail.com>
Signed-off-by: Oleksii Moskalenko <moskalenko.alexey@gmail.com>
Signed-off-by: Oleksii Moskalenko <moskalenko.alexey@gmail.com>
Signed-off-by: Oleksii Moskalenko <moskalenko.alexey@gmail.com>
Signed-off-by: Oleksii Moskalenko <moskalenko.alexey@gmail.com>
Signed-off-by: Oleksii Moskalenko <moskalenko.alexey@gmail.com>
Signed-off-by: Oleksii Moskalenko <moskalenko.alexey@gmail.com>
Signed-off-by: Oleksii Moskalenko <moskalenko.alexey@gmail.com>
Signed-off-by: Oleksii Moskalenko <moskalenko.alexey@gmail.com>
pyalex
force-pushed
the
optimize-bq-historical-retrieval
branch
from
October 29, 2020 10:43
a2fbb19 to
0ccdf8f
Compare
Signed-off-by: Oleksii Moskalenko <moskalenko.alexey@gmail.com>
Signed-off-by: Oleksii Moskalenko <moskalenko.alexey@gmail.com>
Collaborator
Author
|
/test test-end-to-end-gcp |
1 similar comment
Collaborator
Author
|
/test test-end-to-end-gcp |
Collaborator
Author
|
/test test-end-to-end |
Signed-off-by: Oleksii Moskalenko <moskalenko.alexey@gmail.com>
Signed-off-by: Oleksii Moskalenko <moskalenko.alexey@gmail.com>
Signed-off-by: Oleksii Moskalenko <moskalenko.alexey@gmail.com>
Collaborator
Author
|
/test test-end-to-end-gcp |
woop
reviewed
Oct 30, 2020
woop
reviewed
Oct 30, 2020
Signed-off-by: Oleksii Moskalenko <moskalenko.alexey@gmail.com>
Signed-off-by: Oleksii Moskalenko <moskalenko.alexey@gmail.com>
Signed-off-by: Oleksii Moskalenko <moskalenko.alexey@gmail.com>
Signed-off-by: Oleksii Moskalenko <moskalenko.alexey@gmail.com>
Signed-off-by: Oleksii Moskalenko <moskalenko.alexey@gmail.com>
khorshuheng
reviewed
Nov 2, 2020
Signed-off-by: Oleksii Moskalenko <moskalenko.alexey@gmail.com>
Signed-off-by: Oleksii Moskalenko <moskalenko.alexey@gmail.com>
khorshuheng
self-requested a review
November 2, 2020 04:09
khorshuheng
approved these changes
Nov 2, 2020
Collaborator
|
[APPROVALNOTIFIER] This PR is APPROVED This pull-request has been approved by: khorshuheng, pyalex 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:
Approvers can indicate their approval by writing |
Collaborator
|
/lgtm |
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
4 participants
Add this suggestion to a batch that can be applied as a single commit.This suggestion is invalid because no changes were made to the code.Suggestions cannot be applied while the pull request is closed.Suggestions cannot be applied while viewing a subset of changes.Only one suggestion per line can be applied in a batch.Add this suggestion to a batch that can be applied as a single commit.Applying suggestions on deleted lines is not supported.You must change the existing code in this line in order to create a valid suggestion.Outdated suggestions cannot be applied.This suggestion has been applied or marked resolved.Suggestions cannot be applied from pending reviews.Suggestions cannot be applied on multi-line comments.Suggestions cannot be applied while the pull request is queued to merge.Suggestion cannot be applied right now. Please check back later.
Signed-off-by: Oleksii Moskalenko moskalenko.alexey@gmail.com
What this PR does / why we need it:
This PR prevents load of full (batch source) table from BQ to join it with entities in Spark.
Instead entities are being uploaded to BQ and original BQ sources are being replaced by views (with join) before passing batch source to historical retrieval job.
This optimization is only applied when user pass entities to method
get_historical_featuresas pandas dataframe or as BigQuerySource.Which issue(s) this PR fixes:
Fixes #
Does this PR introduce a user-facing change?: