Rewrite traces using rebatching #4690
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Signed-off-by: Joe Elliott <number101010@gmail.com>
Will be implemented in separate branch that will not be merged
The functions test.MakeBatch and test.MakeTrace* now create more unique ResourceSpans and ScopeSpans. This avoids unwanted rebatching in tests
Test data now has additional attributes on resource level that caused these tests to fail
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joe-elliott
reviewed
Feb 19, 2025
tempodb/encoding/vparquet4/schema.go
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| @@ -547,6 +547,8 @@ func traceToParquetWithMapping(id common.ID, tr *tempopb.Trace, ot *Trace, dedic | |||
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| } | |||
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| // modify trace by rebatching spans and assigning nested set values | |||
| rebatchTrace(ot) | |||
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should we also call this after combining here-ish?
https://github.com/grafana/tempo/blob/main/tempodb/encoding/vparquet4/combiner.go#L139
we seem to have three things we do every time we build a trace:
- rebatch
- nested set model
- service stats
should we create some holistic function like "finalizeTrace" that accomplishes this? that way if we add more of this kind of processing we will have an easy place to put it?
func finalizeTrace() {
rebatch()
assignNestedSetModel()
...
}
| } | ||
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| // preallocate a map and a slice to collect the indices of unique ResourceSpans and ScopeSpans | ||
| uniqueIndexes := make([]int, 0, max(len(trace.ResourceSpans), len(trace.ResourceSpans[0].ScopeSpans))) |
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took me a bit to figure out what you were using this. appreciate the effort on the in place alg. clean and well implemented.
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What this PR does:
Rebatch traces in order to remove redundant
ResourceSpansandScopeSpansto reduces the number of rows on resource and scope level. This has shown to speed up queries with matching resource attributes and also reduces the overall file size.Which issue(s) this PR fixes:
Fixes grafana/tempo-squad#548
Checklist
CHANGELOG.mdupdated - the order of entries should be[CHANGE],[FEATURE],[ENHANCEMENT],[BUGFIX]