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CCLOC

Table of Contents

  1. Usage
  2. How it works
  3. Performance
    1. Mousedroid - 80 files, 42k lines
    2. Redis - 1.5k files, 400k lines
    3. React - 6k files, 700k lines
    4. DragonFlyBSD - 30k files, 14m lines
    5. Linux Kernel - 60k files, 35m lines
    6. 10x Linux Kernel
    7. Multi-threading
  4. Supported Languages

CCLOC is a tool for counting lines of code written in C. It's inspired by other lines of code counting tools like tokei, scc and cloc. CCLOC has vast language support, can accurately count lines of code. ([see](#how-it-works) for more details about comment lines counting). It's goal is to be the fastest line counting tool on windows & linux.

CCLOC is also a library. For more details and how to use see this.

Example

--------------------------+------------+------------+------------+------------
Language                  |      Total |       Code |   Comments |      Files
--------------------------+------------+------------+------------+------------
JSON                      |       4269 |       4269 |          0 |          6
C#                        |       2758 |       2224 |        180 |         52
XAML                      |       1185 |       1081 |         64 |         18
TSX                       |        744 |        635 |          1 |         13
XML                       |        523 |        472 |         29 |         24
TypeScript                |        624 |        454 |         40 |          9
Sass                      |        346 |        283 |          4 |          6
JavaScript                |        337 |        264 |         20 |          7
Kotlin                    |        226 |        172 |         13 |          9
Markdown                  |        125 |         89 |          0 |          3
Batch                     |         89 |         68 |          0 |          1
MSBuild                   |         49 |         42 |          0 |          1
Visual Studio Solution    |         25 |         25 |          0 |          1
Prolog                    |         21 |         18 |          0 |          1
SVG                       |         16 |         16 |          0 |          1
HTML                      |         19 |         15 |          0 |          1
--------------------------+------------+------------+------------+------------
TOTAL                     |      11356 |      10127 |        351 |        153
--------------------------+------------+------------+------------+------------
Took: 18.00 milliseconds
Parsed 153 files, files/s: 8500.00
Read 433244 bytes (0.43 megabytes), bytes/s: 24069111.11 (mb/s: 24.07)

Usage

Installation

You can build ccloc by yourself or you can download the availabe prebuilt binaries for windows and linux in the releases section.

Options

ccloc v1.0.2
https://github.com/hypertensiune/ccloc

Usage:
 ccloc <directory|file> [options]

Options:
 -h,  --help                 Print this info
 -a,  --all                  Show details about every file
 -t,  --time                 Show time taken
 -th, --threads <number>     Set the number of threads to be used (5 default)
 -s,  --sort <method>        Sort by (sorted by code by default)
      methods: <total|code|comments|files>
 -l,  --langs [langs]        Select only specified languages
      langs: name of any supported language

Show details about every processed file

> ccloc . -a -t
---------------------------------------------------+---------------------------+------------+------------+------------
File                                               | Language                  |      Total |       Code |   Comments
---------------------------------------------------+---------------------------+------------+------------+------------
~\src\langs.c                                      | C                         |       1621 |       1594 |         23
~\src\ccloc.c                                      | C                         |        671 |        443 |        114
~\main.c                                           | C                         |        167 |        145 |          0
---------------------------------------------------+---------------------------+------------+------------+------------
~\include\langs.h                                  | C Header                  |        335 |        306 |         23
~\src\ccloc.h                                      | C Header                  |        111 |         65 |         26
~\include\ccloc.h                                  | C Header                  |        107 |         62 |         31
---------------------------------------------------+---------------------------+------------+------------+------------
~\graphs\react.json                                | JSON                      |       2078 |       2078 |          0
~\languages.json                                   | JSON                      |       1800 |       1800 |          0
~\linux.json                                       | JSON                      |       1024 |       1024 |          0
~\graphs\linux.json                                | JSON                      |       1024 |       1024 |          0
---------------------------------------------------+---------------------------+------------+------------+------------
~\README.md                                        | Markdown                  |        604 |        545 |          0
~\LIBRARY.md                                       | Markdown                  |         33 |         26 |          0
---------------------------------------------------+---------------------------+------------+------------+------------
~\generate.py                                      | Python                    |         82 |         56 |          6
~\plot.py                                          | Python                    |         33 |         21 |          0
---------------------------------------------------+---------------------------+------------+------------+------------
~\res.txt                                          | Plain Text                |       5746 |       5746 |          0
---------------------------------------------------+---------------------------+------------+------------+------------
TOTAL                                     15 files |                           |      15436 |      14935 |        223
---------------------------------------------------+---------------------------+------------+------------+------------
Took: 8.00 milliseconds
Parsed 15 files, files/s: 1875.00
Read 1613215 bytes (1.61 megabytes), bytes/s: 201651875.00 (mb/s: 201.65)

Process only files that contain C Header or Python source code

> ccloc . -a -t -l "C Header" Python
---------------------------------------------------+---------------------------+------------+------------+------------
File                                               | Language                  |      Total |       Code |   Comments
---------------------------------------------------+---------------------------+------------+------------+------------
~\include\langs.h                                  | C Header                  |        335 |        306 |         23
~\src\ccloc.h                                      | C Header                  |        111 |         65 |         26
~\include\ccloc.h                                  | C Header                  |        107 |         62 |         31
---------------------------------------------------+---------------------------+------------+------------+------------
~\generate.py                                      | Python                    |         82 |         56 |          6
~\plot.py                                          | Python                    |         33 |         21 |          0
---------------------------------------------------+---------------------------+------------+------------+------------
TOTAL                                      5 files |                           |        668 |        510 |         86
---------------------------------------------------+---------------------------+------------+------------+------------
Took: 10.00 milliseconds
Parsed 5 files, files/s: 500.00
Read 17048 bytes (0.02 megabytes), bytes/s: 1704800.00 (mb/s: 1.70)

Sort by lines of comments

> ccloc . -t -s comments
--------------------------+------------+------------+------------+------------
Language                  |      Total |       Code |   Comments |      Files
--------------------------+------------+------------+------------+------------
C                         |        689 |        541 |         37 |          1
C Header                  |       1927 |       1896 |         23 |          1
Python                    |         82 |         56 |          6 |          1
JSON                      |       1800 |       1800 |          0 |          1
Markdown                  |        514 |        463 |          0 |          1
--------------------------+------------+------------+------------+------------
TOTAL                     |       5012 |       4756 |         66 |          5
--------------------------+------------+------------+------------+------------
Took: 1.00 milliseconds
Parsed 5 files, files/s: 5000.00
Read 139917 bytes (0.14 megabytes), bytes/s: 139917000.00 (mb/s: 139.92)

How it works

ccloc works by recursively listing all files in the given directory, checking for each of them if it contains source code of a supported language and then parses that file to count the number of lines.

It also ignores files base on .gitignore files. *It doesn't work with special patterns like /path/*.c or /path**/*.c.

  1. On each directory encountered parse .gitignore file (if it exists)

  2. Recursively list all files using FindFirstFile and FindNextFile on Windows and opendir and readdir on Linux. Add each file to a queue for later processing if it is not ignored.

  3. Start removing files from the queue in order to process them. Get the file's extension in order to determine the language. (If the file has no extension the language is not determined and the file is skipped).

  4. If the file contains source code of a supported language start processing it to count the number of lines.

    1. Get the number of bytes by seeking to the end, getting the position and seeking back at the front. (https://stackoverflow.com/a/238607)
    2. Start reading the file line by line. For each line remove the whitespaces from the begging of the line.
    3. If the first character after stripping is '\n' then it's a blank line, otherwise compare the first characters of the line with the characters marking a single line comment and a multi line comment.
    4. If the multi line comment characters are found change the FSM's state to count all following lines as comment lines until the characters marking the end of a multi line comment are found.
    5. Calculate the code lines = total lines - comment lines - blank lines
    6. Store the results

Notes

Because of the method I chose for counting the lines there are some cases in which comment lines are not counted like other tools would. ccloc counts lines as comment lines only those lines that are fully occupied by comments. A line that contains both code and comment is only counted as a code line. I made this decision because it makes the program simpler and cases like this are not that common.

Blank lines inside comments are counted as comment lines.

This would be wrongly counted as 2 code lines and 0 comment lines.

int a = 5; /*
    comment
*/ 

This is counted only as a code line

int a = 5; // comment

This is counted as 4 comment lines

/*
    some comment

*/

Performance

I tested and compared ccloc to tokei, scc and cloc on one of my projects and some bigger ones. In all tests ccloc ran faster on average, though in some cases it was pretty close to tokei.

ccloc's performance is given by multithreading. By default it creates 20 threads to process the files in the queue.

Note: All tests were performed with hyperfine with --warmup 3 for a warm cache and 10 runs. Tests were performed on Windows 11 23H2 and Ubuntu 22.04 LTS virtual machine (Ryzen 9 7940HS with 16GB DDR5 4800Mhz) Timings may very on different machines.

Mousedroid 80 files, ~4.2k lines

Windows

Tool Mean [ms] Min [ms] Max [ms] Relative
ccloc 16.6 ± 2.2 14.9 38.0 1.00
tokei 25.8 ± 6.1 21.3 71.5 1.55 ± 0.42
scc 49.3 ± 2.2 46.5 61.7 2.96 ± 0.42
cloc 1545.8 ± 97.5 1464.6 1762.0 92.85 ± 13.83

Linux

Tool Mean [ms] Min [ms] Max [ms] Relative
ccloc 3.3 ± 0.3 2.6 4.6 1.00
tokei 5.1 ± 0.6 4.2 8.0 1.54 ± 0.22
scc 7.7 ± 0.6 6.9 11.0 2.33 ± 0.26
cloc 94.9 ± 5.8 89.6 113.6 28.65 ± 2.94

Redis ~1.5k total files, ~400k lines

Windows

Tool Mean [ms] Min [ms] Max [ms] Relative
ccloc 35.1 ± 12.5 29.7 136.4 1.00
scc 67.1 ± 1.1 65.3 71.6 1.91 ± 0.68
tokei 89.0 ± 46.4 53.6 217.3 2.54 ± 1.60
cloc 2312.9 ± 36.4 2274.1 2392.3 65.86 ± 23.44

Linux

Tool Mean [ms] Min [ms] Max [ms] Relative
ccloc 14.3 ± 0.5 13.4 15.7 1.00
tokei 22.2 ± 2.5 20.3 37.7 1.55 ± 0.18
scc 26.1 ± 2.2 22.9 35.8 1.82 ± 0.16
cloc 806.8 ± 14.4 791.2 839.2 56.23 ± 2.04

React ~6k total files, ~700k lines

Windows

Tool Mean [ms] Min [ms] Max [ms] Relative
ccloc 95.0 ± 3.1 90.2 103.6 1.00
tokei 117.5 ± 6.8 107.6 136.1 1.24 ± 0.08
scc 131.4 ± 1.8 128.6 134.6 1.38 ± 0.05
cloc 6560.9 ± 131.6 6411.9 6754.7 69.03 ± 2.63

Linux

Tool Mean [ms] Min [ms] Max [ms] Relative
ccloc 40.9 ± 0.6 39.8 43.2 1.00
tokei 50.4 ± 3.8 45.8 67.6 1.23 ± 0.09
scc 79.3 ± 1.5 75.7 83.2 1.94 ± 0.05
cloc 2000.6 ± 58.4 1930.1 2080.2 48.93 ± 1.61

DragonFlyBSD ~30k total files, ~14m lines

Windows

Tool Mean [ms] Min [ms] Max [ms] Relative
ccloc 528.2 ± 18.4 496.5 558.7 1.00
scc 646.2 ± 64.3 591.1 775.8 1.22 ± 0.13
tokei 760.7 ± 68.5 691.1 868.7 1.44 ± 0.14
cloc 98341.0 ± 13755.0 67055.4 113494.0 186.17 ± 26.84

Linux

Tool Mean [ms] Min [ms] Max [ms] Relative
ccloc 229.0 ± 4.0 223.5 235.1 1.00
scc 426.5 ± 16.6 391.3 450.1 1.86 ± 0.08
tokei 479.2 ± 10.8 460.6 493.1 2.09 ± 0.06
cloc 28219.2 ± 417.4 27713.8 28877.3 123.22 ± 2.82

Linux Kernel ~60k total files, ~35m lines

Using only 1 thread is very slow in comparison with the rest. It actually is slower than not using threading at all and processing the file right when it was discovered instead of adding it to a queue for later processing.

Windows

Tool Mean [s] Min [s] Max [s] Relative
ccloc 1.648 ± 0.022 1.621 1.686 1.00
tokei 1.694 ± 0.026 1.656 1.739 1.03 ± 0.02
scc 2.751 ± 0.015 2.726 2.771 1.67 ± 0.02
ccloc -th 1 6.438 ± 0.020 6.413 6.481 3.91 ± 0.05

Linux

Tool Mean [ms] Min [ms] Max [ms] Relative
ccloc 782.2 ± 11.3 772.1 809.3 1.00
tokei 1017.0 ± 43.5 976.1 1116.7 1.30 ± 0.06
scc 1325.0 ± 57.8 1250.2 1436.8 1.69 ± 0.08
ccloc -th 1 2239.0 ± 30.7 2216.9 2312.1 2.86 ± 0.06

10 copies of Linux Kernel ~600k total files, ~350m lines

In this case, on windows, tokei is faster than ccloc. Interestingly increasing the number of threads doesn't make it any faster, on the contrary it slows it down a bit. On the other hand, on linux, ccloc is still the fastest one and here increasing the number of threads actually increases performance (not by much though even if the number of threads is doubled). .

Windows

Tool Mean [s] Min [s] Max [s] Relative
tokei 88.630 ± 6.231 82.825 100.736 1.00
ccloc 95.670 ± 4.058 89.658 105.416 1.08 ± 0.09
ccloc -th 50 96.204 s ± 5.449 s 89.259 108.151 1.09 ± 0.1
scc 108.624 ± 7.338 95.996 120.292 1.23 ± 0.12

Linux

Tool Mean [s] Min [s] Max [s] Relative
ccloc-th 50 24.768 ± 0.534 23.254 25.016 1.00
ccloc 26.046 ± 2.653 19.468 29.372 1.05 ± 0.11
scc 32.560 ± 5.658 17.389 37.592 1.31 ± 0.23
tokei 35.302 ± 0.562 34.907 36.805 1.43 ± 0.04

Conclusion

On windows, ccloc is the fastest one on average but as the code base increases the time difference between it and tokei is getting smaller and smaller, tokei becoming faster on very large code bases, as shown in the last test with 10 copies of the Linux Kernel.

On linux, ccloc remains the fastest one in all tests.

Multi-threading

You can see here how increasing the number of threads actually impacts performance on each platform. Single threaded performance is quite low. I found 20 threads to be the sweet spot, of course in some cases there might be some performance gain by using more than 20 threads but they are not significant. In some cases as seen above, on the contrary, using more threads can slow down the program (this applies on windows, on linux it doesn't seem to slow down).

Supported languages

ccloc supports the same languages (~280) as tokei as it has a nice database of languages, their extensions and comment styles so I used that. scc and other tools also use tokei's database as a starting point. https://github.com/XAMPPRocky/tokei/blob/master/languages.json

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