feat(api-gateway): Async native query results transformations

[KSDaemon]

This PR brings some performance improvements to Cube:

• Move cubestore websocket response parsing to native (rust)
  • Now Cubestore results processing in some cases may be faster by up to 50%
• All query results are now transformed on the native side
• All query results are now transformed asynchronously, thus offloading the main node.js event loop
• In case of queries from SQL API, the driver's query results (from cubestore/native or js) are transparently delivered back to native invoker.

This improves the overall Cube performance, reducing the node.js event loop pressure, moving some possible computations to rust native threads.

Here are some fancy pictures.

Current master:

Improved:

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[codecov]

Codecov Report

Attention: Patch coverage is 89.77273% with 9 lines in your changes missing coverage. Please review.

Project coverage is 83.07%. Comparing base (924a17c) to head (892ca42).
Report is 10 commits behind head on master.

Files with missing lines	Patch %	Lines
rust/cubesql/cubesql/src/compile/engine/df/scan.rs	86.95%	9 Missing ⚠️

Additional details and impacted files

@@            Coverage Diff             @@
##           master    #8961      +/-   ##
==========================================
+ Coverage   83.03%   83.07%   +0.03%     
==========================================
  Files         226      226              
  Lines       79482    79607     +125     
==========================================
+ Hits        66000    66132     +132     
+ Misses      13482    13475       -7     

Flag	Coverage Δ
cubesql	83.07% <89.77%> (+0.03%)	⬆️

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