ES|QL change_point processing command#120998
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jan-elastic merged 56 commits intomainfrom Feb 10, 2025
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Pinging @elastic/ml-core (Team:ML) |
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Hi @jan-elastic, I've created a changelog YAML for you. |
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alex-spies
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Ok, I have now had a thorough look at everything except the operator implementation and associated tests. But seems like @nik9000 had a look at that.
Everything I saw looked super nice; I left very minor notes, only, which in some cases are more relevant for follow-ups anyway. Thumbs up, LGTM!
x-pack/plugin/esql/qa/testFixtures/src/main/resources/change_point.csv-spec
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This reverts commit 21ec77c.
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Thanks for the iterations @jan-elastic , I think this is in a very nice state!
I have some final observations, but please consider them at your own discretion and feel free to merge this :) 🎉
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Nice, the MV handling being consistent with other MV handling in ESQL is great - thanks for handling that!
This PR looks very nice and should be merged IMO :)
My only nit is that now that the change point operator does handle quite a few cases (nulls, mvs, different data types...), we could try to have more coverage in the change point operator tests. The usual way to achieve this is via randomization, but that may be tough to implement nicely. In any case, that's a matter for another PR if anything. Let's 
!
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* Grammar for ES|QL change point (with dummy impl) * pipeline breaker * ChangePointOperator * Add sorting * basic csv test * conflict * Update docs/changelog/120998.yaml * [CI] Auto commit changes from spotless * polish * Non-long data type * Move OrderBy/Limit to the logical plan * fix mem.leak * csv test for reusing column names * Warning indeterminable * capability * handle null values * too much data * type text->keyword * default timestamp and output columns * spotless * ChangePointOperatorTests + fix memory leaks * [CI] Auto commit changes from spotless * improve test * add comments/todos * handle multivalued columns * don't register unserialiazable * surrogate * make "too much data" tests readable * more tests * Error handling * fix multivalued test * more name conflict tests * [CI] Auto commit changes from spotless * more tests * improve code * CSV test for various input key/value types * one more csv test * Check sortable/numeric for all types * add null type to testChangePoint_valueNumeric * more CSV tests * skip nulls instead of zeroing them * error on MV * Test+todo for nicer error message * better error msg * Revert "better error msg" This reverts commit 21ec77c. * fix * make csv test deterministic * replace NamedExpression -> Attribute * skip MVs + warning --------- Co-authored-by: elasticsearchmachine <infra-root+elasticsearchmachine@elastic.co>
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* ES|QL change_point processing command (#120998) * Grammar for ES|QL change point (with dummy impl) * pipeline breaker * ChangePointOperator * Add sorting * basic csv test * conflict * Update docs/changelog/120998.yaml * [CI] Auto commit changes from spotless * polish * Non-long data type * Move OrderBy/Limit to the logical plan * fix mem.leak * csv test for reusing column names * Warning indeterminable * capability * handle null values * too much data * type text->keyword * default timestamp and output columns * spotless * ChangePointOperatorTests + fix memory leaks * [CI] Auto commit changes from spotless * improve test * add comments/todos * handle multivalued columns * don't register unserialiazable * surrogate * make "too much data" tests readable * more tests * Error handling * fix multivalued test * more name conflict tests * [CI] Auto commit changes from spotless * more tests * improve code * CSV test for various input key/value types * one more csv test * Check sortable/numeric for all types * add null type to testChangePoint_valueNumeric * more CSV tests * skip nulls instead of zeroing them * error on MV * Test+todo for nicer error message * better error msg * Revert "better error msg" This reverts commit 21ec77c. * fix * make csv test deterministic * replace NamedExpression -> Attribute * skip MVs + warning --------- Co-authored-by: elasticsearchmachine <infra-root+elasticsearchmachine@elastic.co> * Move ES|QL change_point to tech preview * fix grammar * License check * docs + example * spotless * fix compile error * add change_point to ES|QL processing commands overview page * close note * close note * fix link --------- Co-authored-by: elasticsearchmachine <infra-root+elasticsearchmachine@elastic.co> Co-authored-by: Craig Taverner <craig@amanzi.com>
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