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Ran a query count_values without (job) ("value", absent({series="7"})). Here {series="7"} couldn't match anything so absent() is expected to return a series.
res1 is from non vertical sharding Cortex and it gives expected result. res2 runs vertical sharding Cortex and it gave me bad results and additional __CORTEX_SHARD_BY__ label.