All of Asia has been using buckets for their showers forever. We use what is called a "jug" here, a plastic mug-shaped thing that holds about 1 litre / 1 quart.
Dead easy, and you can easily wet down, soap up, rinse off, resoap a small area and rinse that too -- with a single bucket of water.
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