Support `config_constraints ` in AutoML similar to Tune
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enhancement
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Description
There is a need to specify constraints on the configurations similar to [Tune](https://microsoft.github.io/FLAML/docs/Use-Cases/Tune-User-Defined-Function#config_constraints-vs-metric_constraints). Currently, AuotML does not support this.
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