Completeness property in signal analysis

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Why completeness is an important property for signal analysis such as Fourier? What if we don't have a such a property?Many books discuss that the vector should not have a hole to complete.what is simplest test to check if a vector space is complete? Can someone explain this notion in a simple comprehensive way for me working in the area of signal processing. Thanks