The only sets I have been able to find are the 'cheap' kind that weigh almost nothing. (If anyone knows where to get the high quality kind in Doha please let me know).

Honestly, coming from a western country the chances of you getting searched are slim, the chances of them taking something as innocent as poker chips are almost unheard of.