tfx

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`LocalDagRunner` ignores output artifacts from container components

3

**System information** - Have I specified the code to reproduce the issue (Yes): (see below) - Environment in which the code is executed: Local(Linux) amd64 - TensorFlow version: 2.6.2 (also...

IanTayler

Interactive context errors out when Mlflow is installed in same environment

4

**System information** - Have I specified the code to reproduce the issue(Yes/No): Yes - Environment in which the code is executed (e.g., Local(Linux/MacOS/Windows), Interactive Notebook, Google Cloud, etc): MacOS Jupyter...

mhh16

Document the output of transform when materialize=True and how to interpret this output

2

It's unclear to me what `tfx.components.Transform` outputs when `materialize=True` and how to interpret this output. I'm guessing it's bytes of serialized ExampleProto but I cannot understand raw bytes. It's a...

feelingsonice

TFX interest in integrating with SimpleML

2

Hi dev team, Elisha, author of SimpleML here. I wanted to reach out to see if there is any interest in integrating parts of SimpleML into the broader TFX ecosystem....

eyadgaran

Tuner executor does not follow the new chief-vs-master guideline.

7

We are trying to run a `tuner` component in our vertex pipeline. With the default executor (https://github.com/tensorflow/tfx/blob/v1.5.0/tfx/extensions/google_cloud_ai_platform/tuner/executor.py) we get the following error: ``` File “/home/pipelines/custom_components/custom_aip_tuner/executor.py”, line 264, in __init__ cluster_spec[‘cluster’][‘master’][0].split(‘:’))...

montanier

BigQueryExampleGen fails on Kubeflow Pipelines when using long queries

8

**System information** - Have I specified the code to reproduce the issue (Yes, No): Yes - Environment in which the code is executed (e.g., Local(Linux/MacOS/Windows), Interactive Notebook, Google Cloud, etc):...

codesue

Clarity issues when creating keras raw serving signature with multipe inputs hosted on ai platform prediction service

16

Thanks in advance for any guidance on this issue and I apologize if I am missing something in the docs. However, despite attempting related solutions (e.g., [#1108](https://github.com/tensorflow/tfx/issues/1108), [#1885](https://github.com/tensorflow/tfx/issues/1885), [#1906](https://github.com/tensorflow/tfx/pull/1906) etc.)...

yrianderreumaux

ImportError: cannot import name 'shared' from 'tfx_bsl.beam'

2

**System information** - Have I specified the code to reproduce the issue (Yes, No): Yes - Environment in which the code is executed: Windows 10, Interactive Notebook, Google Cloud, etc):...

youquzhiji

tfx ImportExampleGen Payload_format issue

2

- Have I specified the code to reproduce the issue (Yes, No): No - Environment in which the code is executed (e.g., Local(Linux/MacOS/Windows), Interactive Notebook, Google Cloud, etc): Google Cloud...

Rishabh-Choudhry

Evaluator fails with ValueError in Airflow when caching is turned off and retries are allowed

21

When running a pipeline in Airflow, if `enable_cache` is set to `False`, but retries are allowed, a component can run more than once and generate more than one artifact. A...

codesue