Use histograms for fingerprinting numbers. Add q1 and q3 features [ci all]

project.clj

src/metabase/sync/analyze/fingerprint/fingerprinters.clj

src/metabase/sync/interface.clj

test/metabase/api/card_test.clj

test/metabase/api/table_test.clj

test/metabase/query_processor/expand_resolve_test.clj

...base/query_processor/middleware/results_metadata_test.clj

test/metabase/query_processor_test.clj

test/metabase/query_processor_test/aggregation_test.clj

test/metabase/query_processor_test/breakout_test.clj

test/metabase/query_processor_test/order_by_test.clj

test/metabase/query_processor_test/remapping_test.clj

...metabase/sync/analyze/fingerprint/fingerprinters_test.clj

test/metabase/sync/analyze/query_results_test.clj

test/metabase/test/mock/util.clj

test/metabase/test/util.clj