How should I configure my Neural Network to accept a column of numpy.ndarrays as input?
You should set the input_shape parameter in the first dense layer. Like this:
model = Sequential()
model.add(Dense(12, activation='linear', input_shape=(33222,)))
model.add(Dense(1, activation='linear'))