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Since you get muscle spasms in your calves, it could be due to electrolyte or calcium deficiency
. Along with drinking more water, see that your diet is rich in fruits and vegetables which are rech in electrolytes as well. Eat eggs, chicken, lean meat soya bean, pulses, nuts for proper calcium level as well. Do warm up before exercising, take frequent short breaks in your exercise.