[P] use GAN for generating structured text

I’m in the first phase of a personal project in which I want to generate new data from a dataset that I will use later in the project.
The data is a structured test (it is like a log file) and I want to create a GAN that generates new files based on the dataset.
I’ve thanked of using GANs to do it, but I’m not sure if it’s the correct path, since I’ve seen that they’re used mainly for …

data dataset file files gan generate machinelearning project test text will