Don't query high cardinality labels.#886
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tomwilkie wants to merge 6 commits intocortexproject:masterfrom
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Don't query high cardinality labels.#886tomwilkie wants to merge 6 commits intocortexproject:masterfrom
tomwilkie wants to merge 6 commits intocortexproject:masterfrom
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This will allow us to vary the store implementation over time, and not just the schema. This will unblock the new bigtable storage adapter (using columns instead of rows), and allow us to more easily implement the iterative intersections and indexing of series instead of chunks. Signed-off-by: Tom Wilkie <tom.wilkie@gmail.com>
…r this schema. I tried to adapt the original chunk store to support this style of indexing - easy on the right path, but the read path became even more of a rats nest. So I factored out the common bits as best I could and made a new chunk store - the seriesStore. Signed-off-by: Tom Wilkie <tom.wilkie@gmail.com>
Signed-off-by: Tom Wilkie <tom.wilkie@gmail.com>
Signed-off-by: Tom Wilkie <tom.wilkie@gmail.com>
Signed-off-by: Tom Wilkie <tom.wilkie@gmail.com>
Signed-off-by: Tom Wilkie <tom.wilkie@gmail.com>
tomwilkie
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After some testing, this improved latency for those particular queries mentioned in #884 by >2x. |
bboreham
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Jul 19, 2018
| name string | ||
| fn func(cfg SchemaConfig) Schema | ||
| schemaFn schemaFactory | ||
| storeFn storeFactory |
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I was expecting this member to come in as part of the refactor to multiple stores.
| var schemas = []struct { | ||
| name string | ||
| fn func(cfg SchemaConfig) Schema | ||
| requireMetricName bool |
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I expected storeFn to arrive in this commit, even though they would all be the same.
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| // heapCache is a simple string -> interface{} cache which uses a heap to manage |
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Do we really need to write another cache?
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| // heapCache is a simple string -> interface{} cache which uses a heap to manage | ||
| // evictions. O(log N) inserts, O(n) get and update. |
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It looks like it should be O(1) get - is that a typo or am I missing something?
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Going to roll this into #875 as I'm struggling to keep track of all my open PRs. |
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Fixes #884
This change limits the cardinality for labels; if the limit is exceeded, queries can still work, but there must be another selector with lower cardinality.
Notably, after this change, queries on two high-cardinality labels that would have results in a small number of series will fail.
Builds on seriesStores, so includes #875.