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TFX TypeError: Argument input_params should be a Channel of type <class 'tfx.types.standard_artifacts.ExternalArtifact'> (got test_string)

score 106 · Answer 1 · 2023-11-12T22:43:47.040000

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TechQA.

List Question

TFX TypeError: Argument input_params should be a Channel of type <class 'tfx.types.standard_artifacts.ExternalArtifact'> (got test_string)

Running TFX pipeline with Kubeflow or LocalDagRunner in GCP

TFX trainer component running in Kubeflow fails although it was successful in the Interactive Context

How to get the list of features along side their schema and stats using TFX

How to concatenate + tokenize + pad strings in TFX preprocessing?

How to customize tfx Evaluator component

TensorFlow Extended on MacOS M1 Max Chip

Vertex workbench - how to run BigQueryExampleGen in Jupyter notebook

How to split the dataset into mutiple folds while keeping the ratio of an attribute fixed

A TFX equivalent for Pytorch

MLOps with TFX: How to ingest data when using Sequence from Keras?

TFX Tensorflow model validator component - You passed a data dictionary with keys ['image_raw_xf']. Expected the following keys: ['input_1']

How to use TFX with Google colab?

Generating predictions with a Tensorflow Extended pipeline

Tensorflow Extended distributed training on AWS

TensorFlow Extended installing error with some conficts

ModuleNotFoundError: No module named 'tfx.utils.dsl_utils'

Cannot connect to MySQL database in TensorFlow Extended

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