Two men, aged 22 and 24, from Southport have been held on suspicion of the same offence.
Villagers described the attack on the building as “shocking“, “insane” and “a hideous act“.
Owners David Andrews and Andrew Crabb said they hope to reopen “as soon as possible” after assessing the damage.
Many villagers posted their support on the store’s Facebook page.
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