TensorFlow Extended (TFX)

Contact owners and managers

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Welcome to the discussion group for TFX. This is not a support forum.

To report a bug with TFX, please file an issue on GitHub.

To ask a "how-to" question, please post a question on StackOverflow.

Please abide by the TensorFlow Code of Conduct to help us build a respectful and welcoming community.

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RaviTeja Gorijala

May 1

TFX 1.15.0 is out

Dear TFX community, We are pleased to announce that TFX 1.15.0 has been released. Please feel free to

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TFX 1.15.0 is out

Dear TFX community, We are pleased to announce that TFX 1.15.0 has been released. Please feel free to

May 1

RaviTeja Gorijala

9/6/23

TFX 1.14.0 is out

Dear TFX community, We are pleased to announce that TFX 1.14.0 was just released. Please feel free to

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TFX 1.14.0 is out

Dear TFX community, We are pleased to announce that TFX 1.14.0 was just released. Please feel free to

9/6/23

RaviTeja Gorijala

8/30/23

TFX 1.14.0-rc0 is out

Dear TFX community, We are pleased to announce that TFX 1.14.0-rc0 was just released. Please feel

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TFX 1.14.0-rc0 is out

Dear TFX community, We are pleased to announce that TFX 1.14.0-rc0 was just released. Please feel

8/30/23

Robert Crowe

7/17/23

Deprecating Windows

Hi TFX Community, TL;DR - We are planning to deprecate TFX support for Windows We have maintained

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Deprecating Windows

Hi TFX Community, TL;DR - We are planning to deprecate TFX support for Windows We have maintained

7/17/23

RaviTeja Gorijala

5/4/23

TFX 1.13.0 is out

Dear TFX community, We are pleased to announce that TFX 1.13.0 was just released. Please feel free to

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TFX 1.13.0 is out

Dear TFX community, We are pleased to announce that TFX 1.13.0 was just released. Please feel free to

5/4/23

RaviTeja Gorijala

4/25/23

TFX 1.13.0 Final Release Delay Announcement

Dear TFX community, As per the initial schedule, TFX 1.13.0 final was not released on 04/24/2023. The

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TFX 1.13.0 Final Release Delay Announcement

Dear TFX community, As per the initial schedule, TFX 1.13.0 final was not released on 04/24/2023. The

4/25/23

RaviTeja Gorijala

4/15/23

TFX 1.13.0-rc0 is out

Dear TFX community, We are pleased to announce that TFX 1.13.0-rc0 was just released. Please feel

unread,

TFX 1.13.0-rc0 is out

Dear TFX community, We are pleased to announce that TFX 1.13.0-rc0 was just released. Please feel

4/15/23

Robert Crowe

3/27/23

ChatGPT for Accounting

This is.a great blog post from Hannes and Cole, including a discussion of the training on TFX: "

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ChatGPT for Accounting

This is.a great blog post from Hannes and Cole, including a discussion of the training on TFX: "

3/27/23

Robert Crowe

3/10/23

New blog post!

Read how Vodafone is using TFDV to advance data governance at scale through the use of data contracts

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New blog post!

Read how Vodafone is using TFDV to advance data governance at scale through the use of data contracts

3/10/23

Robert Crowe

2/14/23

Great blog post!

This is a great blog post by Hannes and Cole on the use of TF Similarity with TFX: https://digits.com

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Great blog post!

This is a great blog post by Hannes and Cole on the use of TF Similarity with TFX: https://digits.com

2/14/23

Robert Crowe

1/3/23

Reminder: TFX-Addons meeting tomorrow

Happy new year! Quick reminder: Our next SIG TFX-Addons meeting is happening this Wednesday: Google

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Reminder: TFX-Addons meeting tomorrow

Happy new year! Quick reminder: Our next SIG TFX-Addons meeting is happening this Wednesday: Google

1/3/23

RaviTeja Gorijala

12/20/22

[Release Announcement] TFX 1.12.0 is out

Dear TFX community, We are pleased to announce that TFX 1.12.0 was just released. Please feel free to

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[Release Announcement] TFX 1.12.0 is out

Dear TFX community, We are pleased to announce that TFX 1.12.0 was just released. Please feel free to

12/20/22

RaviTeja Gorijala

12/14/22

Re: TFX 1.12.0-rc0 is out

Dear TFX community, We are pleased to announce that TFX 1.12.0-rc0 was just released. Please feel

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Re: TFX 1.12.0-rc0 is out

Dear TFX community, We are pleased to announce that TFX 1.12.0-rc0 was just released. Please feel

12/14/22

Roudra Saha, Robert Crowe3

12/8/22

ApacheBeam/TFX incompatibility

Quick update, Component: StatisticsGEN, SchemGEN, ExampleValidator have the problem, with beam args -

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ApacheBeam/TFX incompatibility

Quick update, Component: StatisticsGEN, SchemGEN, ExampleValidator have the problem, with beam args -

12/8/22

Roudra Saha, … Robert Crowe7

12/5/22

Post Data Processing (tfx Transform)

You might want to consider using PandasTransform for this post-processing, since it might be easier -

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Post Data Processing (tfx Transform)

You might want to consider using PandasTransform for this post-processing, since it might be easier -

12/5/22

Roudra Saha, Robert Crowe2

12/1/22

Example Gen / memory issue

You might want to consider using spans[1] for this. That will allow you to divide up your data into

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Example Gen / memory issue

You might want to consider using spans[1] for this. That will allow you to divide up your data into

12/1/22

Adrian Gay, Robert Crowe2

12/1/22

Import model artefact from Pusher pushed model artefact

Sorry for the delay in responding. Yes, currently the best answer is probably to use to the model

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Import model artefact from Pusher pushed model artefact

Sorry for the delay in responding. Yes, currently the best answer is probably to use to the model

12/1/22

Robert Crowe

11/9/22

Women in ML Symposium 2022

We're excited to announce the Women in ML Symposium 2022! Learn from incredible women in #ML as

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Women in ML Symposium 2022

We're excited to announce the Women in ML Symposium 2022! Learn from incredible women in #ML as

11/9/22

Robert Crowe, Sayak Paul2

10/14/22

New blog post - TFX for startups!

Amazing indeed. The point on using Dataflow for running the data-heavy components really drove me

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New blog post - TFX for startups!

Amazing indeed. The point on using Dataflow for running the data-heavy components really drove me

10/14/22

Constantinos Venetsanopoulos

10/12/22

Kubeflow Summit 2022 is here!

KF-Summit-2022-5 Hello "'Irene Giannoumis' via TensorFlow Extended, I'm excited to

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Kubeflow Summit 2022 is here!

KF-Summit-2022-5 Hello "'Irene Giannoumis' via TensorFlow Extended, I'm excited to

10/12/22

RaviTeja Gorijala2

9/26/22

TFX 1.10.0-rc0 is out

On Mon, Sep 26, 2022 at 10:05 AM RaviTeja Gorijala <gori...@google.com> wrote: Dear TFX

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TFX 1.10.0-rc0 is out

On Mon, Sep 26, 2022 at 10:05 AM RaviTeja Gorijala <gori...@google.com> wrote: Dear TFX

9/26/22

Adrian Gay, Jiyong Jung2

9/1/22

Availability of a TFX 1.9.1 + Python 3.9.x docker container

Hi, thank you for raising this issue. We are building container images based on GCP Deep Learning

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Availability of a TFX 1.9.1 + Python 3.9.x docker container

Hi, thank you for raising this issue. We are building container images based on GCP Deep Learning

9/1/22

Adrian Gay

8/28/22

DAG compile error with TFX 1.9.1 and Python 3.9

We have hit an issue upgrading Python from 3.7 to 3.9 with TFX 1.9.1. We compile KFP DAG using this

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DAG compile error with TFX 1.9.1 and Python 3.9

We have hit an issue upgrading Python from 3.7 to 3.9 with TFX 1.9.1. We compile KFP DAG using this

8/28/22

Robert Crowe

8/9/22

Great new TF Serving YouTube series!

Wei Wei has created a great new series of videos which dive into TF Serving, including advanced

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Great new TF Serving YouTube series!

Wei Wei has created a great new series of videos which dive into TF Serving, including advanced

8/9/22

Roudra Saha, Robert Crowe2

8/9/22

Infernce script loading time (tf-libraries)

Hi Roudra, I'm not sure if this will help with your problem, but to speed up the response on the

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Infernce script loading time (tf-libraries)

Hi Roudra, I'm not sure if this will help with your problem, but to speed up the response on the

8/9/22

RaviTeja Gorijala2

7/22/22

TFX 1.9.0 is out

Dear TFX community, We are pleased to announce that TFX 1.9.0 was just released. Please feel free to

unread,

TFX 1.9.0 is out

Dear TFX community, We are pleased to announce that TFX 1.9.0 was just released. Please feel free to

7/22/22

Adrian Gay, Robert Crowe2

7/15/22

TFX component artefact visualization

Hi Adrian, Are you aware of the artifact explorer, which is available when using the

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TFX component artefact visualization

Hi Adrian, Are you aware of the artifact explorer, which is available when using the

7/15/22

RaviTeja Gorijala

7/8/22

TFX 1.9.0-RC0 is out

Hi Team, Dear TFX community, We are pleased to announce that `RC0` of TFX 1.9.0 was just released.

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TFX 1.9.0-RC0 is out

Hi Team, Dear TFX community, We are pleased to announce that `RC0` of TFX 1.9.0 was just released.

7/8/22

Robert Crowe, Gerard Casas Saez3

7/6/22

TFDV and Beam out of sync

I haven't tested with TFX 1.7.0, but my guess is it's probably also present there too. Robert

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TFDV and Beam out of sync

I haven't tested with TFX 1.7.0, but my guess is it's probably also present there too. Robert

7/6/22

Abin Thomas, Robert Crowe7

7/2/22

Modify BulkInferrer Component

PR - https://github.com/tensorflow/community/pull/417 On Thursday, June 30, 2022 at 4:19:43 AM UTC+5:

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Modify BulkInferrer Component

PR - https://github.com/tensorflow/community/pull/417 On Thursday, June 30, 2022 at 4:19:43 AM UTC+5:

7/2/22