feat(resource-recommend): add resource recommend controller

[ZhangsongLee]

What type of PR is this?

Features

What this PR does / why we need it:

this pr is a new feature that enhances Kubernetes resource utilization by providing the ability to recommend resource specifications for workloads. The new controller analyzes historical resource usage, recommend configuration values for cpu and mem.

The controller consists of three main modules

• DataSourceProvider：for obtaining usage Metrics data, Currently supports reading historical usage data from Prometheus
• DataProcessor：Use algorithms to process data (query historical usage data for DataSourceProvider and build histograms)
• Recommender：Combined with the user configuration, the recommended value is calculated from the data processed by the DataProcessor

UML

Which issue(s) this PR fixes:

Support for recommending resource specifications for workloads

Special notes for your reviewer:

[CLAassistant]

All committers have signed the CLA.

[codecov]

Codecov Report

Attention: Patch coverage is 66.15628% with 641 lines in your changes are missing coverage. Please review.

Project coverage is 55.42%. Comparing base (fbb326a) to head (06f7916).
Report is 9 commits behind head on main.

Files	Patch %	Lines
...commend/controller/resourcerecommend_controller.go	13.04%	98 Missing and 2 partials ⚠️
...roller/resource-recommend/controller/controller.go	14.95%	90 Missing and 1 partial ⚠️
.../controller/resource-recommend/oom/oom_recorder.go	56.69%	52 Missing and 3 partials ⚠️
...nd/datasource/prometheus/mock_prometheus_client.go	4.76%	40 Missing ⚠️
...commend/datasource/prometheus/prometheus_client.go	0.00%	37 Missing ⚠️
...ce-recommend/controller/oom_recorder_controller.go	15.78%	32 Missing ⚠️
...ource-recommend/processor/percentile/process_gc.go	58.33%	23 Missing and 7 partials ⚠️
...lyst-controller/app/options/resourcerecommender.go	45.83%	26 Missing ⚠️
...mmend/datasource/prometheus/prometheus_provider.go	72.72%	21 Missing and 3 partials ⚠️
pkg/util/resource-recommend/types/error/process.go	33.33%	24 Missing ⚠️
... and 21 more

Additional details and impacted files

@@            Coverage Diff             @@
##             main     #483      +/-   ##
==========================================
+ Coverage   55.02%   55.42%   +0.40%     
==========================================
  Files         513      552      +39     
  Lines       56727    58881    +2154     
==========================================
+ Hits        31212    32635    +1423     
- Misses      22183    22863     +680     
- Partials     3332     3383      +51     

Flag	Coverage Δ
unittest	55.42% <66.15%> (+0.40%)	⬆️

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