Part of Panama is the Vector API, currently in "incubation". Kotlin Notebooks are a great dataframe alternative to pandas or polars in Python (and dplyr in R), and work fine for relatively small data sets, but are indeed slower when dealing with calculations on large data. Vectors should reduce that gap significantly.
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JNI has been around since JDK 1.1 released in 1997. I had to use it to create a pif / desktop icon in Windows 95 for a client project. xD