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Preheat oven to 350 degrees F
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Grease an 8"x8" square pan.
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In a separate bowl, whisk the flour and baking powder together. Set aside.
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Melt the butter, transfer to the bowl of a mixer beat in the sugar.
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Add egg and combine.
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Beat in vanilla and oil.
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Add the dry ingredients in three parts, incorporating each part thoroughly.
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Stop the mixer when ingredients are just combined.
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Fold in the sour cherries and peanuts.
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Scrape batter into the pan.
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Bake for 30 minutes or until a knife inserted in the center comes out dry.
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Remove from oven and frost immediately.