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TFX 1.8.0 Issues

5

Please comment or link any issues you find with TFX 1.8.0 Thanks.

rtg0795

Add *.proto files to tfx python wheel package

3

Understanding the output of [protoc](https://github.com/protocolbuffers/protobuf) is difficult. Those files reference source. For instance: ``` # -*- coding: utf-8 -*- # Generated by the protocol buffer compiler. DO NOT EDIT! #...

robertlugg

Add `tfx` and `ml-pipeline-sdk` to conda-forge

1

Applications that use `tfx` or `ml-pipeline-sdk` cannot make themselves available on conda-forge channel to install with conda. This could be an impediment for adoption of certain MLOps packages that depend...

sugatoray

`ImporterNode` to import `Model` artifact

3

While using `ImporterNode` to specify `Model` artifact, the model needs to be placed under `serving_model_dir` within the source_uri. Using the actual model path, fails to recognize the model.

sumitbinnani

Transform component, running beam with Flink Runner. Flink job fails with ModuleNotFoundError.

10

**System information** - 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):...

jccarles

local dag runner TFX pipeline run create ERROR Failed to make stateful working dir ; Protocol error

6

OS : Linux Ubuntu 21.04. TensorFlow version: 2.6.2 TFX version: 1.4.0 Python 3.8.0 Hello, I am following Building a TFX Pipeline Locally (https://www.tensorflow.org/tfx/guide/build_local_pipeline). I am only running CsvExampleGen component and...

miroC911

Unable to save tf transformations that use operations from tensorflow_addons

2

If the bug is related to a specific library below, please raise an issue in the respective repo directly: [TensorFlow Data Validation Repo](https://github.com/tensorflow/data-validation/issues) [TensorFlow Model Analysis Repo](https://github.com/tensorflow/model-analysis/issues) [TensorFlow Transform Repo](https://github.com/tensorflow/transform/issues)...

calin-cocan

Issue with `model.tft_layer` when using `custom_config` in `preprocessing_fn`.

1

System information - Environment: Linux 5.13.0-41-generic #46~20.04.1-Ubuntu - TensorFlow version: 2.8.0 - TFX Version: 1.8.0 - Python version: 3.8.13 - Python dependencies: absl-py 1.0.0 alembic 1.7.7 anyio 3.5.0 apache-airflow 2.2.5...

intrainepha

data_validation are specific to problem type or generic?

5

I am looking for tfx data_validation stasticGen or schemaGen. Does these validation are specific to problem type like tabular data, NLP data, Image Data, I am looking for descriptive statics,...

tiru1930

Extremely slow performance using remote MLMD CloudSQL instance

3

Hello. I initially created an issue in the ML Metadata repository (https://github.com/google/ml-metadata/issues/157) but have subsequently realized that this is more of an issue with the `launcher.Launch` logic in TFX. I...

htahir1