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Symptoms

TypeError: withReplacement (optional), fraction (required) and seed (optional) should be a bool, float and number; however, got [].

Causes

An integer number (e.g., 1) is passed to the fraction parameter of the function DataFrame.sample in PySpark.

Solutions

Use a float number (e.g., 1.0) instead.