As part of a project I\'m working on, I\'d like to clean up a file I generate of duplicate line entries. These duplicates often won\'t occur near each other, however. I came
There are two scalable solutions, where by scalable I mean disk and not memory based, depending whether the procedure should be stable or not, where by stable I mean that the order after removing duplicates is the same. if scalability isn't an issue, then simply use memory for the same sort of method.
For the non stable solution, first sort the file on the disk. This is done by splitting the file into smaller files, sorting the smaller chunks in memory, and then merging the files in sorted order, where the merge ignores duplicates.
The merge itself can be done using almost no memory, by comparing only the current line in each file, since the next line is guaranteed to be greater.
The stable solution is slightly trickier. First, sort the file in chunks as before, but indicate in each line the original line number. Then, during the "merge" don't bother storing the result, just the line numbers to be deleted.
Then copy the original file line by line, ignoring the line numbers you have stored above.