Fast way of finding lines in one file that are not in another?

Question

I have two large files (sets of filenames). Roughly 30.000 lines in each file. I am trying to find a fast way of finding lines in file1 that are not present in file2.

For example, if this is file1:

line1
line2
line3

And this is file2:

line1
line4
line5

Then my result/output should be:

line2
line3

This works:

grep -v -f file2 file1

But it is very, very slow when used on my large files.

I suspect there is a good way to do this using diff(), but the output should be just the lines, nothing else, and I cannot seem to find a switch for that.

Can anyone help me find a fast way of doing this, using bash and basic Linux binaries?

EDIT: To follow up on my own question, this is the best way I have found so far using diff():

diff file2 file1 | grep '^>' | sed 's/^>\ //'

Surely, there must be a better way?

Answer 1

The comm command (short for "common") may be useful comm - compare two sorted files line by line

#find lines only in file1
comm -23 file1 file2 

#find lines only in file2
comm -13 file1 file2 

#find lines common to both files
comm -12 file1 file2 

The man file is actually quite readable for this.

Answer 2

You can achieve this by controlling the formatting of the old/new/unchanged lines in GNU diff output:

diff --new-line-format="" --unchanged-line-format=""  file1 file2

The input files should be sorted for this to work. With bash (and zsh) you can sort in-place with process substitution <( ):

diff --new-line-format="" --unchanged-line-format="" <(sort file1) <(sort file2)

In the above new and unchanged lines are suppressed, so only changed (i.e. removed lines in your case) are output. You may also use a few diff options that other solutions don't offer, such as -i to ignore case, or various whitespace options (-E, -b, -v etc) for less strict matching.

---

Explanation

The options --new-line-format, --old-line-format and --unchanged-line-format let you control the way diff formats the differences, similar to printf format specifiers. These options format new (added), old (removed) and unchanged lines respectively. Setting one to empty "" prevents output of that kind of line.

If you are familiar with unified diff format, you can partly recreate it with:

diff --old-line-format="-%L" --unchanged-line-format=" %L" \
     --new-line-format="+%L" file1 file2

The %L specifier is the line in question, and we prefix each with "+" "-" or " ", like diff -u (note that it only outputs differences, it lacks the --- +++ and @@ lines at the top of each grouped change). You can also use this to do other useful things like number each line with %dn.

---

The diff method (along with other suggestions comm and join) only produce the expected output with sorted input, though you can use <(sort ...) to sort in place. Here's a simple awk (nawk) script (inspired by the scripts linked-to in Konsolebox's answer) which accepts arbitrarily ordered input files, and outputs the missing lines in the order they occur in file1.

# output lines in file1 that are not in file2
BEGIN { FS="" }                         # preserve whitespace
(NR==FNR) { ll1[FNR]=$0; nl1=FNR; }     # file1, index by lineno
(NR!=FNR) { ss2[$0]++; }                # file2, index by string
END {
    for (ll=1; ll<=nl1; ll++) if (!(ll1[ll] in ss2)) print ll1[ll]
}

This stores the entire contents of file1 line by line in a line-number indexed array ll1[], and the entire contents of file2 line by line in a line-content indexed associative array ss2[]. After both files are read, iterate over ll1 and use the in operator to determine if the line in file1 is present in file2. (This will have have different output to the diff method if there are duplicates.)

In the event that the files are sufficiently large that storing them both causes a memory problem, you can trade CPU for memory by storing only file1 and deleting matches along the way as file2 is read.

BEGIN { FS="" }
(NR==FNR) {  # file1, index by lineno and string
  ll1[FNR]=$0; ss1[$0]=FNR; nl1=FNR;
}
(NR!=FNR) {  # file2
  if ($0 in ss1) { delete ll1[ss1[$0]]; delete ss1[$0]; }
}
END {
  for (ll=1; ll<=nl1; ll++) if (ll in ll1) print ll1[ll]
}

The above stores the entire contents of file1 in two arrays, one indexed by line number ll1[], one indexed by line content ss1[]. Then as file2 is read, each matching line is deleted from ll1[] and ss1[]. At the end the remaining lines from file1 are output, preserving the original order.

In this case, with the problem as stated, you can also divide and conquer using GNU split (filtering is a GNU extension), repeated runs with chunks of file1 and reading file2 completely each time:

split -l 20000 --filter='gawk -f linesnotin.awk - file2' < file1

Note the use and placement of - meaning stdin on the gawk command line. This is provided by split from file1 in chunks of 20000 line per-invocation.

For users on non-GNU systems, there is almost certainly a GNU coreutils package you can obtain, including on OSX as part of the Apple Xcode tools which provides GNU diff, awk, though only a POSIX/BSD split rather than a GNU version.

Answer 3

Like konsolebox suggested, the posters grep solution

grep -v -f file2 file1

actually works great (faster) if you simply add the -F option, to treat the patterns as fixed strings instead of regular expressions. I verified this on a pair of ~1000 line file lists I had to compare. With -F it took 0.031 s (real), while without it took 2.278 s (real), when redirecting grep output to wc -l.

These tests also included the -x switch, which are necessary part of the solution in order to ensure totally accuracy in cases where file2 contains lines which match part of, but not all of, one or more lines in file1.

So a solution that does not require the inputs to be sorted, is fast, flexible (case sensitivity, etc) is:

grep -F -x -v -f file2 file1

This doesn't work with all versions of grep, for example it fails in macOS, where a line in file 1 will be shown as not present in file 2, even though it is, if it matches another line that is a substring of it. Alternatively you can install GNU grep on macOS in order to use this solution.

Answer 4

If you're short of "fancy tools", e.g. in some minimal Linux distribution, there is a solution with just cat, sort and uniq:

cat includes.txt excludes.txt excludes.txt | sort | uniq --unique

Test:

seq 1 1 7 | sort --random-sort > includes.txt
seq 3 1 9 | sort --random-sort > excludes.txt
cat includes.txt excludes.txt excludes.txt | sort | uniq --unique

# Output:
1
2    

This is also relatively fast, compared to grep.

Answer 5

Use combine from moreutils package, a sets utility that supports not, and, or, xor operations

combine file1 not file2

i.e give me lines that are in file1 but not in file2

OR give me lines in file1 minus lines in file2

Note: combine sorts and finds unique lines in both files before performing any operation but diff does not. So you might find differences between output of diff and combine.

So in effect you are saying

Find distinct lines in file1 and file2 and then give me lines in file1 minus lines in file2

In my experience, it's much faster than other options

Answer 6

whats the speed of as sort and diff?

sort file1 -u > file1.sorted
sort file2 -u > file2.sorted
diff file1.sorted file2.sorted

Answer 7

This seems quick for me :

comm -1 -3 <(sort file1.txt) <(sort file2.txt) > output.txt

Answer 8

$ join -v 1 -t '' file1 file2
line2
line3

The -t makes sure that it compares the whole line, if you had a space in some of the lines.

Answer 9

You can use Python:

python -c '
lines_to_remove = set()
with open("file2", "r") as f:
    for line in f.readlines():
        lines_to_remove.add(line.strip())

with open("f1", "r") as f:
    for line in f.readlines():
        if line.strip() not in lines_to_remove:
            print(line.strip())
'

Answer 10

Using of fgrep or adding -F option to grep could help. But for faster calculations you could use Awk.

You could try one of these Awk methods:

http://www.linuxquestions.org/questions/programming-9/grep-for-huge-files-826030/#post4066219

Answer 11

The way I usually do this is using the --suppress-common-lines flag, though note that this only works if your do it in side-by-side format.

diff -y --suppress-common-lines file1.txt file2.txt