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Like getting blood out of/from a stone
Resistance Implied
The phrase often suggests someone's reluctance or refusal to provide what is being asked for. 
Metaphorical Use
This phrase is never used literally. It's always a metaphor for difficult tasks or situations. 
Negative Emotion
Using this phrase can express frustration or exasperation with the difficulty of the task. 