AWS ML Data Ingestion Scheme

We do have one really interesting kind of data ingestion scheme. Everything gets logged out in the game server and so like this kind of nicely compact JSON file. From there we push that data into our high data warehouse. We also take some of this data and some of these models and we serialize it or embed it into the game code. And then the following patch, you will get like the next version of our model. It just allows us to have more, I guess, like isolation guarantees or maybe like item potent guarantees on top of data transformations.

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