E2E Test with Katib UI, random search, and postgres

[SDK] Enable resource specification for trial containers #361

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Run time

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Job	Run time
e2e (v1.25.12)	16m 25s
e2e (v1.26.6)	17m 3s
e2e (v1.27.3)	16m 42s
	50m 10s