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Related to #44956 Before reading field data from loon manifest, check if the field exists in column groups first. If the field does not exist, return an empty result instead of proceeding with the read operation. This is a workaround until loon natively supports returning null for non-existent fields. --------- Signed-off-by: Congqi Xia <congqi.xia@zilliz.com>