The error occurs because Flyte detects a task with the same name and version but a different structure already exists. This can happen if the task's configuration, container image, or other structural elements have changed.
To resolve this, you can:
1.
Change the Task Version: When registering the task, specify a new version to differentiate it from the existing one.
2.
Ensure Deterministic Task Configuration: Make sure that the task configuration is consistent and deterministic to avoid unintentional changes.
Would you like more details on how to change the task version or ensure deterministic task configuration?
Sources:
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Flyte GitHub Issue #4904
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Flyte GitHub Issue #5364
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