The alleged incident happened in Spring Gardens in Edinburgh during the evening of Boxing Day.
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Police said that a 22-year-old man has been arrested.
He is expected to appear at Edinburgh Sheriff Court tomorrow.
Detectives are still keen to trace a couple who are believed to have seen the man and woman in the area between 10.30pm and 11pm that day and asked them to contact police.
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