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{"@context":"https://schema.org","@type":"DiscussionForumPosting","headline":"sampled scalar value verification failure for 0 value if float is defined","articleBody":"## Expected Behavior \r\nRegardless of whether it is 0 or 0.0, conversion for int and float types must be performed.\r\n\r\n## Current Behavior\r\nIt is defined as a float type, but if 0 is set other than 0.0, an [assert](https://github.com/feast-dev/feast/blob/master/sdk/python/feast/type_map.py#L405) fail occurs.\r\n\r\n## Steps to reproduce\r\nIf 0 is set in the BigQuery table that owns the float type, it may be recognized as an int when materializing using the feast sdk.\r\n\r\n### Specifications\r\n\r\n- Version: 0.27.1\r\n- Platform: regardless\r\n- Subsystem: regardless\r\n\r\n## Possible Solution\r\nIf the value is set to 0, the assertion is modified so that it is not related to int or float.","author":{"url":"https://github.com/kysersozelee","@type":"Person","name":"kysersozelee"},"datePublished":"2022-12-19T09:15:26.000Z","interactionStatistic":{"@type":"InteractionCounter","interactionType":"https://schema.org/CommentAction","userInteractionCount":0},"url":"https://github.com/3400/feast/issues/3400"}