Does it survive restarts? You mention that they are exported as dataframes, can they be reimported? Does this mean we can run mandala on many machines, and merge data frames together to get collective memoization?
Do you support persisting into external stores?
You mention incpy in readme, have you discussed this project with Philip Guo? https://pg.ucsd.edu/
What is the memory and cpu overhead?
How does the framework handle dependencies on external libraries or system-level changes that might affect reproducibility?
How do you rollback state when it has memoized a broken computation? How does one decide which memoizations to invalidate vs keep?
Do you support persisting into external stores?
You mention incpy in readme, have you discussed this project with Philip Guo? https://pg.ucsd.edu/
What is the memory and cpu overhead?
How does the framework handle dependencies on external libraries or system-level changes that might affect reproducibility?
How do you rollback state when it has memoized a broken computation? How does one decide which memoizations to invalidate vs keep?