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Piss down
Informal Usage
Used mainly in casual conversations among friends or in informal settings, not in professional or formal contexts. 
Colloquial UK
Primarily used in the UK, so English learners using this phrase in the US or other countries might not be understood. 
Strong Emotion
Conveys frustration or annoyance, especially if the heavy rain disrupts plans. 