Batch Ingestion Job rewritten on Spark #1020
Merged
Conversation
This file contains 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
pyalex
requested review from
davidheryanto,
khorshuheng,
woop and
zhilingc
as code owners
woop
reviewed
Sep 29, 2020
woop
reviewed
Sep 29, 2020
ingestion-spark/src/main/scala/feast/ingestion/FeatureTable.scala
Outdated
Show resolved
Hide resolved
woop
reviewed
Sep 29, 2020
| implicit val modesRead: scopt.Read[Modes.Value] = scopt.Read.reads(Modes withName _.capitalize) | ||
|
|
||
| val parser = new scopt.OptionParser[IngestionJobConfig]("IngestionJon") { | ||
| head("feast.ingestion.IngestionJob", "0.8") |
There was a problem hiding this comment.
Can the version come from build-info?
There was a problem hiding this comment.
Not solved yet. Added ToDo
woop
reviewed
Sep 29, 2020
ingestion-spark/src/main/scala/feast/ingestion/OfflinePipeline.scala
Outdated
Show resolved
Hide resolved
pyalex
changed the title
woop
reviewed
Oct 5, 2020
spark/ingestion/src/test/scala/feast/ingestion/BatchPipelineIT.scala
Outdated
Show resolved
Hide resolved
pyalex
force-pushed
the
spark
branch
2 times, most recently
from
58adb85 to
f92c4f0
Compare
Signed-off-by: Oleksii Moskalenko <[email protected]>
Signed-off-by: Oleksii Moskalenko <[email protected]>
Signed-off-by: Oleksii Moskalenko <[email protected]>
Signed-off-by: Oleksii Moskalenko <[email protected]>
Signed-off-by: Oleksii Moskalenko <[email protected]>
Signed-off-by: Oleksii Moskalenko <[email protected]>
Signed-off-by: Oleksii Moskalenko <[email protected]>
Signed-off-by: Oleksii Moskalenko <[email protected]>
Signed-off-by: Oleksii Moskalenko <[email protected]>
Signed-off-by: Oleksii Moskalenko <[email protected]>
Signed-off-by: Oleksii Moskalenko <[email protected]>
Signed-off-by: Oleksii Moskalenko <[email protected]>
Signed-off-by: Oleksii Moskalenko <[email protected]>
Signed-off-by: Oleksii Moskalenko <[email protected]>
pyalex
force-pushed
the
spark
branch
7 times, most recently
from
2a6ec88 to
f8772d1
Compare
Signed-off-by: Oleksii Moskalenko <[email protected]>
|
/lgtm |
woop
approved these changes
Oct 6, 2020
|
[APPROVALNOTIFIER] This PR is APPROVED This pull-request has been approved by: pyalex, woop The full list of commands accepted by this bot can be found here. The pull request process is described here
Needs approval from an approver in each of these files:
Approvers can indicate their approval by writing |
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
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.
As part of simplification of ingestion flow this PR proposes to create separate job per each FeatureSet per Batch / Streaming mode.
Spark implementation of Batch Ingestion has next flow
What's not implemented (in comparison to Beam job):
New spark jobs utilize spark's standard metrics reporting. However, I had to fork StatsD Reporter to support metrics with tags (which is extensions of standard protocol (see https://github.com/prometheus/statsd_exporter#tagging-extensions )).
What this PR does / why we need it:
Which issue(s) this PR fixes:
Fixes https://github.com/feast-dev/feast/projects/9#card-45746519
Does this PR introduce a user-facing change?: