Two masked men - armed with a screwdriver - entered the shop on Lower Rathmines Road at around twenty past six and demanded staff hand over cash.
A struggle took place and the two men fled the scene empty handed.
In a follow up search at a house on Grove Park two men in their thirties were detained.
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They're being questioned at Rathmines Garda Station under Section 4 of the Criminal Justice Act.