Describe the enhancement requested

Blockers:

• [Go] Disable Dependabot for Go #43872
• [Go][CI] Remove Go related test CI except integration test  #43873
• [Go][CI] Use apache/arrow-go for integration test #43874
• [Go][CI] Remove Go related lint configurations #43875
• [Swift] Use apache/arrow-go #43876
• [Go][Release] Remove Go related codes from our release scripts #43878

Component(s)

Go