feat(mito2): add opt-in byte-stream-split encoding for float SST fields (#9069)

* feat(mito2): add opt-in byte stream split encoding

Signed-off-by: discord9 <55937128+discord9@users.noreply.github.com>

* fix(mito2): correct float encoding checks

Signed-off-by: discord9 <55937128+discord9@users.noreply.github.com>

* test(compat): cover float SST encoding

Signed-off-by: discord9 <55937128+discord9@users.noreply.github.com>

* fix(mito2): compile float encoding tests

Signed-off-by: discord9 <55937128+discord9@users.noreply.github.com>

* fix(mito2): release parquet test writer

Signed-off-by: discord9 <55937128+discord9@users.noreply.github.com>

* fix(mito2): register float test primary key

Signed-off-by: discord9 <55937128+discord9@users.noreply.github.com>

* test(mito2): verify BSS write lifecycles

Signed-off-by: discord9 <55937128+discord9@users.noreply.github.com>

* test(metric-engine): verify BSS physical SST

Signed-off-by: discord9 <55937128+discord9@users.noreply.github.com>

* test(mito2): verify bulk BSS lifecycle

Signed-off-by: discord9 <55937128+discord9@users.noreply.github.com>

* fix(mito2): compile bulk BSS test

Signed-off-by: discord9 <55937128+discord9@users.noreply.github.com>

* refactor(mito2): narrow bulk encoding constructors

Signed-off-by: discord9 <55937128+discord9@users.noreply.github.com>

* test(compat): accept generated float upgrade output

Signed-off-by: discord9 <55937128+discord9@users.noreply.github.com>

* test(compat): accept generated float downgrade output

Signed-off-by: discord9 <55937128+discord9@users.noreply.github.com>

* refactor(mito2): narrow bulk encoding builder

Signed-off-by: discord9 <55937128+discord9@users.noreply.github.com>

* test(perf): add default versus BSS storage comparison

Signed-off-by: discord9 <55937128+discord9@users.noreply.github.com>

* test(perf): align BSS reader benchmarks with prior study

Signed-off-by: discord9 <55937128+discord9@users.noreply.github.com>

* fix(perf): parse current read benchmark averages

Signed-off-by: discord9 <55937128+discord9@users.noreply.github.com>

* fix(perf): retain default float encoding in direct SST fixtures

Signed-off-by: discord9 <55937128+discord9@users.noreply.github.com>

* test(perf): isolate BSS user SSTs and benchmark every file

Signed-off-by: discord9 <55937128+discord9@users.noreply.github.com>

* docs(perf): record measured BSS storage and reader tradeoffs

Signed-off-by: discord9 <55937128+discord9@users.noreply.github.com>

* docs(perf): expose warm scan variability and evidence limits

Signed-off-by: discord9 <55937128+discord9@users.noreply.github.com>

* docs(perf): clarify BSS baseline and storage measurement scope

Signed-off-by: discord9 <55937128+discord9@users.noreply.github.com>

* test(perf): model bounded mixed integer and fractional metric series

Signed-off-by: discord9 <55937128+discord9@users.noreply.github.com>

* docs(perf): report bounded mixed BSS measurements and query regressions

Signed-off-by: discord9 <55937128+discord9@users.noreply.github.com>

* docs(perf): qualify timings affected by concurrent host builds

Signed-off-by: discord9 <55937128+discord9@users.noreply.github.com>

* test(perf): include float BSS comparison in default regression cases

Signed-off-by: discord9 <55937128+discord9@users.noreply.github.com>

* fix(perf): omit unsupported float encoding option from baseline setup

Signed-off-by: discord9 <55937128+discord9@users.noreply.github.com>

---------

Signed-off-by: discord9 <55937128+discord9@users.noreply.github.com>

.github/scripts/query-regression-run.py

@@ -33,6 +33,7 @@ from typing import Any
 
 DEFAULT_CASES = [
     "tests/perf/query_cases/smoke_direct_sst/case.toml",
+    "tests/perf/query_cases/sst_float_bss/case.toml",
     "tests/perf/query_cases/prom_remote_write_seeded_random/case.toml",
     "tests/perf/query_cases/prom_remote_write_run_heavy/case.toml",
     "tests/perf/query_cases/prom_remote_write_mixed_every/case.toml",