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fix: Protobuf lower bound to 3.20 to alert that Feast is incompatible with tensorflow #3476

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merged 2 commits into from
Feb 17, 2023

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@gbmarc1 gbmarc1 commented Feb 1, 2023

What this PR does / why we need it:
protobuf in python sdk should be lower bound to 3.20 because they introduced the builder in 3.20.

feast/protos/feast/types/Value_pb2.py:5
      1 # -*- coding: utf-8 -*-
      2 # Generated by the protocol buffer compiler.  DO NOT EDIT!
      3 # source: feast/types/Value.proto
      4 """Generated protocol buffer code."""
----> 5 from google.protobuf.internal import builder as _builder
      6 from google.protobuf import descriptor as _descriptor
      7 from google.protobuf import descriptor_pool as _descriptor_pool

ImportError: cannot import name 'builder' from 'google.protobuf.internal' /lib/python3.9/site-packages/google/protobuf/internal/__init__.py)

Which issue(s) this PR fixes:

Fixes #3287

@gbmarc1 gbmarc1 changed the title build: protobuf lower bound to 3.20 fix: protobuf lower bound to 3.20 Feb 1, 2023
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gbmarc1 commented Feb 3, 2023

/assign @sfc-gh-madkins

@achals achals changed the title fix: protobuf lower bound to 3.20 fix: Protobuf lower bound to 3.20 Feb 3, 2023
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I think you'll have to regenerate the requirements.txt files. There's a command in the makefile that you can use to do that!

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gbmarc1 commented Feb 13, 2023

@achals Done!

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adchia commented Feb 13, 2023

/lgtm

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[APPROVALNOTIFIER] This PR is APPROVED

This pull-request has been approved by: adchia, gbmarc1

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adchia commented Feb 14, 2023

@cburroughs mentioned that Tensorflow requires a Protobuf version < 3.20

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Hey sorry I missed the github notification for this earlier!

At least for me the original impetuous for #3287 was that tensorflow requires protobuf < 3.20. If you download the latest version on PyPi today (tensorflow==2.11.0)

    # TODO(b/182876485): Protobuf 3.20 results in linker errors on Windows
    # Protobuf 4.0 is binary incompatible with what C++ TF uses.
    # We need ~1 quarter to update properly.
    # See also: https://github.com/tensorflow/tensorflow/issues/53234
    # See also: https://github.com/protocolbuffers/protobuf/issues/9954
    # See also: https://github.com/tensorflow/tensorflow/issues/56077
    # This is a temporary patch for now, to patch previous TF releases.
    'protobuf >= 3.9.2, < 3.20',

Tensorflow is a pretty popular machine learning library and I'd like to be able to use it with Feast.

I'm not a protobuf expert but my understanding from protocolbuffers/protobuf#9778 is that if you use version X to generate the code, then it is only guaranteed to work with version >=X. So if Feast as a requirement on >=3.20 the minimum version isn't' "3.20" but "whatever version >=3.20 that happened to be resolved when the release process runs". That means a similar problem could occur in the future any time Feast cuts a release. I think a separate step (in the makefile?) will need to to pin to an explicit version.

@adchia adchia removed the approved label Feb 14, 2023
@adchia adchia changed the title fix: Protobuf lower bound to 3.20 fix: Protobuf lower bound to 3.20 to alert that Feast is incompatible with tensorflow Feb 15, 2023
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gbmarc1 commented Feb 15, 2023

@cburroughs,
Actually, current Feast version is not compatible with protobuf<3.20. Installing a virtual environment with feast and tensorflow==2.11 would not raise an incompatibility error. But when importing Feast, an error would raise because there would be a missing method in protobuf.

      1 # -*- coding: utf-8 -*-
      2 # Generated by the protocol buffer compiler.  DO NOT EDIT!
      3 # source: feast/types/Value.proto
      4 """Generated protocol buffer code."""
----> 5 from google.protobuf.internal import builder as _builder
      6 from google.protobuf import descriptor as _descriptor
      7 from google.protobuf import descriptor_pool as _descriptor_pool

ImportError: cannot import name 'builder' from 'google.protobuf.internal' (/opt/miniconda/envs/env/lib/python3.9/site-packages/google/protobuf/internal/__init__.py)

Note that they updated the protobuf version in tensorflow==2.12. It is already merged on master and available on this release candiate.

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Actually, current Feast version is not compatible with protobuf<3.20.

Correct! That is the regression between 0.25.0 and 0.25.1 reported in #3287

@adchia adchia force-pushed the lower-bound-protobuf branch 2 times, most recently from d689639 to 6765eee Compare February 17, 2023 07:11
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adchia commented Feb 17, 2023

/lgtm

Signed-off-by: Danny Chiao <[email protected]>
@feast-ci-bot feast-ci-bot removed the lgtm label Feb 17, 2023
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adchia commented Feb 17, 2023

/lgtm

@adchia adchia merged commit 9ca59e3 into feast-dev:master Feb 17, 2023
kevjumba pushed a commit that referenced this pull request Mar 17, 2023
# [0.30.0](v0.29.0...v0.30.0) (2023-03-17)

### Bug Fixes

* Add description attribute to the Field.from_proto method ([#3469](#3469)) ([473f8d9](473f8d9))
* Add filesystem kwargs when read prev_table on FileRetrievalJob (… ([#3491](#3491)) ([dca4745](dca4745)), closes [#3490](#3490)
* Feature view `entities` from_proto type ([#3524](#3524)) ([57bbb61](57bbb61))
* Fix missing requests requirement after GCP requirement removed. Make BigQuerySource not require gcp extra ([2c85421](2c85421))
* Fix SQL Registry cache miss ([#3482](#3482)) ([3249b97](3249b97))
* Fixed path inside quickstart notebook ([#3456](#3456)) ([66edc32](66edc32))
* Improve BQ point-in-time joining scalability ([#3429](#3429)) ([ff66784](ff66784))
* Pin typeguard to 2.13.3 which is what we are currently using. ([#3542](#3542)) ([61f6fb0](61f6fb0))
* Protobuf lower bound to 3.20 to alert that Feast is incompatible with tensorflow ([#3476](#3476)) ([9ca59e3](9ca59e3))
* Spark kafka processor sorting ([#3479](#3479)) ([f2cbf43](f2cbf43))
* UI working behind base url ([#3514](#3514)) ([9a3fd98](9a3fd98))
* Update go dependencies ([#3512](#3512)) ([bada97c](bada97c))

### Features

* Add Rockset as an OnlineStore ([#3405](#3405)) ([fd91cda](fd91cda))
* Add Snowflake Registry ([#3363](#3363)) ([ec1e61d](ec1e61d))
* Adding query timeout to `to_df` and `to_arrow` retrieval methods ([#3505](#3505)) ([bab6644](bab6644))
* adds k8s config options to Bytewax materialization engine ([#3518](#3518)) ([1883f55](1883f55))
achals pushed a commit that referenced this pull request Mar 24, 2023
# [0.30.0](v0.29.0...v0.30.0) (2023-03-24)

### Bug Fixes

* Add description attribute to the Field.from_proto method ([#3469](#3469)) ([473f8d9](473f8d9))
* Add filesystem kwargs when read prev_table on FileRetrievalJob (… ([#3491](#3491)) ([dca4745](dca4745)), closes [#3490](#3490)
* Bytewax image pull secret config ([#3547](#3547)) ([d2d13b1](d2d13b1))
* Clean up Rockset Online Store for use ([#3549](#3549)) ([a76c6d0](a76c6d0))
* Feature view `entities` from_proto type ([#3524](#3524)) ([57bbb61](57bbb61))
* Fix missing requests requirement after GCP requirement removed. Make BigQuerySource not require gcp extra ([2c85421](2c85421))
* Fix SQL Registry cache miss ([#3482](#3482)) ([3249b97](3249b97))
* Fixed path inside quickstart notebook ([#3456](#3456)) ([66edc32](66edc32))
* Improve BQ point-in-time joining scalability ([#3429](#3429)) ([ff66784](ff66784))
* Pin typeguard to 2.13.3 which is what we are currently using. ([#3542](#3542)) ([61f6fb0](61f6fb0))
* Protobuf lower bound to 3.20 to alert that Feast is incompatible with tensorflow ([#3476](#3476)) ([9ca59e3](9ca59e3))
* Spark kafka processor sorting ([#3479](#3479)) ([f2cbf43](f2cbf43))
* UI working behind base url ([#3514](#3514)) ([9a3fd98](9a3fd98))
* Update go dependencies ([#3512](#3512)) ([bada97c](bada97c))

### Features

* Add Rockset as an OnlineStore ([#3405](#3405)) ([fd91cda](fd91cda))
* Add Snowflake Registry ([#3363](#3363)) ([ec1e61d](ec1e61d))
* Added SnowflakeConnection caching ([#3531](#3531)) ([f9f8df2](f9f8df2))
* Adding query timeout to `to_df` and `to_arrow` retrieval methods ([#3505](#3505)) ([bab6644](bab6644))
* adds k8s config options to Bytewax materialization engine ([#3518](#3518)) ([1883f55](1883f55))
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feast>=0.25.1 breaks compatibility with protobuf<3.20
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