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1 parent b238a53 commit 42c9856Copy full SHA for 42c9856
fp_growth.py
@@ -46,9 +46,9 @@ def clean_transaction(transaction):
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transaction.sort(key=lambda v: items[v], reverse=True)
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return transaction
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- tree = FPTree()
+ master = FPTree()
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for transaction in imap(clean_transaction, processed_transactions):
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- tree.add(transaction)
+ master.add(transaction)
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def find_with_suffix(tree, suffix):
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for item, nodes in tree.items():
@@ -66,7 +66,7 @@ def find_with_suffix(tree, suffix):
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yield s # pass along the good news to our caller
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# Search for frequent itemsets, and yield the results we find.
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- for s in find_with_suffix(tree, []):
+ for s in find_with_suffix(master, []):
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yield s
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class FPTree(object):
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