Replace Property's value appending with empty value appending #856
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This draft updates two parts of Property struct.
The first one is to replace
AppendValues()withAppendEmptyValues().In the past, the former appends dummy vector of size
num_rows. The current Arrow version has much proper API,AppendEmptyValues().The second one is to call
Reserve()before appending empty values to avoid over memory allocations.AppendEmptyValues() allocates about 2x more memory than users passed for optimizations to avoid frequent reallocations.
But this caused out-of-memory when we tested louvain on big graphs like clueweb12.
@roshandathathri I need above updates but I am not sure if it is the best design option.
Could you please assign reviewers who are experts and give any suggestions?