I am new in dealing to with large data sets, I got a problem where there are N expressions (formulas like A = B + C) in a List-1 and variables of the expression may have different possible values (C = D*3 , C = B/2 , B = D*50, etc) in List-2. Then List-3 has constant values for the variables ( B , D, etc). I need to compute all the possible results for the expression ( Like A may have two different results for each value of C). The possible combination can be huge!
I planning to break-down the problem as follows –
- For each expression in List-1 look up all possible values for each variable in List-2 and Generate all possible expression in List-4. List-4 can be huge , may be in GB or TB!
Create a tree for each expression from first generated list Find the each variable values in List-3 Replace constant in the expression to get the result. Step 1 and 3 are the core problems which needs lot of memory and CPU, any guidance would be highly appreciated.
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