Now I want to use this module for other parts of my project that has different data model and I don't know how I can cleverly generalize that code. Everything is then written in Parquet as different tables.Finally, I've created one DF per table where I select the fields for each tables, based on the specific avro schema, on the big dataframe (BigDF).Then, I've created one avro schema for each tables containing the fields I need.It uses a hand-written context-free grammar to form all elements of the papers. In the end, I've transformed that into a DataFrame that contains all the columns and data for the whole model. SCIgen is a program that generates random Computer Science research papers, including graphs, figures, and citations. I've created a Seq that contains X instance of that class with some fake data (basically for each parameter, I set a fake value). I've got one big case class with all the fields of all the tables.Generating the tables I needed at the end was basically just creating new DFs for each tables by selecting only the columns I want for those tables. I've stored X instances of that object with different data (thanks to the Faker library) in a Sequence and transformed it into one big DataFrame. Basically, I was provided a data model and the goal was to generate a DataFrame with some fake data for each tables of the model and finally store all the DFs in parquet files.Īs the tables were linked by some IDs, what I did is that I've created a case class that is the union of all the fields of each tables.
#Es fake generator generator
Set by to determine the usage of service.I've created a fake data generator for the needs of my project. They register anonymous statistical data on for example how many times the video is displayed and what settings are used for playback.No sensitive data is collected unless you log in to your google account, in that case your choices are linked with your account, for example if you click âlikeâ on a video. These cookies are set via embedded youtube-videos. The data collected including the number visitors, the source where they have come from, and the pages visted in an anonymous form. The cookie is used to store information of how visitors use a website and helps in creating an analytics report of how the website is doing. This cookie is installed by Google Analytics.
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