Introduce simdjson

[yah01]

Use simdjson to process json

To enable mmap and reach least memory usage, we won't store the parsed json doc in memory.
Each doc will be parsed while querying on it, the cost to construct a parser is heavy, so this uses thread local parsers to avoid creating parser each time.

This requires to not spawn too many threads in segcore, and reuse the threads but always spawn new ones

related #23389

[mergify]

@yah01 E2e jenkins job failed, comment /run-cpu-e2e can trigger the job again.

[mergify]

@yah01 ut workflow job failed, comment rerun ut can trigger the job again.

[mergify]

@yah01 ut workflow job failed, comment rerun ut can trigger the job again.

[mergify]

@yah01 ut workflow job failed, comment rerun ut can trigger the job again.

[mergify]

@yah01 E2e jenkins job failed, comment /run-cpu-e2e can trigger the job again.

[mergify]

@yah01 ut workflow job failed, comment rerun ut can trigger the job again.

[mergify]

@yah01 E2e jenkins job failed, comment /run-cpu-e2e can trigger the job again.

[mergify]

@yah01 E2e jenkins job failed, comment /run-cpu-e2e can trigger the job again.

[mergify]

@yah01 ut workflow job failed, comment rerun ut can trigger the job again.

[mergify]

@yah01 E2e jenkins job failed, comment /run-cpu-e2e can trigger the job again.

[mergify]

@yah01 ut workflow job failed, comment rerun ut can trigger the job again.

[mergify]

@yah01 ut workflow job failed, comment rerun ut can trigger the job again.

[mergify]

@yah01 ut workflow job failed, comment rerun ut can trigger the job again.

[mergify]

@yah01 ut workflow job failed, comment rerun ut can trigger the job again.

[mergify]

@yah01 E2e jenkins job failed, comment /run-cpu-e2e can trigger the job again.

[mergify]

@yah01 E2e jenkins job failed, comment /run-cpu-e2e can trigger the job again.

[mergify]

@yah01 E2e jenkins job failed, comment /run-cpu-e2e can trigger the job again.

[mergify]

@yah01 E2e jenkins job failed, comment /run-cpu-e2e can trigger the job again.

[mergify]

@yah01 E2e jenkins job failed, comment /run-cpu-e2e can trigger the job again.

[mergify]

@yah01 E2e jenkins job failed, comment /run-cpu-e2e can trigger the job again.

[codecov]

Codecov Report

Merging #23644 (3d047c0) into master (4fb8919) will decrease coverage by 0.35%.
The diff coverage is 36.36%.

@@            Coverage Diff             @@
##           master   #23644      +/-   ##
==========================================
- Coverage   82.11%   81.77%   -0.35%     
==========================================
  Files         742      744       +2     
  Lines       96994    99055    +2061     
==========================================
+ Hits        79647    80999    +1352     
- Misses      14378    15087     +709     
  Partials     2969     2969              

Impacted Files	Coverage Δ
internal/core/src/common/Types.h	100.00% <ø> (ø)
...ternal/core/src/query/visitors/ExecExprVisitor.cpp	72.96% <ø> (-3.89%)	⬇️
internal/core/src/segcore/ConcurrentVector.cpp	35.64% <0.00%> (-0.73%)	⬇️
internal/core/src/segcore/SegmentSealedImpl.h	100.00% <ø> (ø)
internal/core/src/segcore/Utils.cpp	62.01% <0.00%> (-6.49%)	⬇️
internal/core/src/common/Json.h	13.33% <13.33%> (ø)
internal/core/src/common/Column.h	91.07% <100.00%> (+16.07%)	⬆️
internal/core/src/common/Utils.h	74.78% <100.00%> (-7.83%)	⬇️
internal/core/src/segcore/SegmentGrowingImpl.cpp	67.33% <100.00%> (-0.62%)	⬇️
internal/core/src/segcore/SegmentSealedImpl.cpp	77.20% <100.00%> (-4.47%)	⬇️

... and 158 files with indirect coverage changes

[jiaoew1991]

/lgtm
/approve

[sre-ci-robot]

[APPROVALNOTIFIER] This PR is APPROVED

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