Research Article

TCM Constitution Analysis Method Based on Parallel FP-Growth Algorithm in Hadoop Framework

Algorithm 2

Mining local frequent item sets with FP-growth.
Input: (line offset, T)
Output: (Ti, L)
map:L = GetSortedItemList()
t = Sort(Ti, L)
  Qi = seachGroup(t.get(t.length-1))
 output(Qi, 1)
reduce:etLocalSupport()
 initCFPTree (Tree)
 while values.hasNext()
  CFPTree insert (Tree, values.next().get())
 FP = LocalFPGrowth (Ii,Tree)
 output (LocalFP count, null)
dispose:Sum (count)
 if (FPcount > minSup)
output (FP, count)