Fuzz introspector
For issues and ideas: https://github.com/ossf/fuzz-introspector/issues
Project coverage
Per-fuzzer coverage

Table of contents

Project overview: hunspell
High level conclusions
Reachability and coverage overview
Fuzzers overview
Project functions overview
Fuzzer details
Fuzzer: fuzzer
Call tree
Fuzz blockers
Runtime coverage analysis
Files reached
Fuzzer: affdicfuzzer
Call tree
Fuzz blockers
Runtime coverage analysis
Files reached
Analyses and suggestions
Optimal target analysis
Remaining optimal interesting functions
All functions overview
Runtime coverage analysis
Complex functions with low coverage
Files and Directories in report
Files in report
Directories in report
Metadata section
Function call coverage
Function in each files in report
Report generation date: 2023-03-26

Project overview: hunspell

High level conclusions

Reachability and coverage overview

Functions statically reachable by fuzzers
76.3%
335/439
Cyclomatic complexity statically reachable by fuzzers
91.7%
5823/6347
Runtime code coverage of functions
66.0%
288 / 439

Fuzzers overview

Fuzzer Fuzzer filename Functions Reached Functions unreached Fuzzer depth Files reached Basic blocks reached Cyclomatic complexity Details
fuzzer /src/hunspell/./src/tools/fuzzer.cxx 482 241 14 14 10263 4028 fuzzer.cxx
affdicfuzzer /src/hunspell/./src/tools/affdicfuzzer.cxx 693 124 13 18 13188 5884 affdicfuzzer.cxx

Project functions overview

The following table shows data about each function in the project. The functions included in this table correspond to all functions that exist in the executables of the fuzzers. As such, there may be functions that are from third-party libraries.

For further technical details on the meaning of columns in the below table, please see the Glossary .

Func name Functions filename Args Function call depth Reached by Fuzzers Fuzzers runtime hit Func lines hit % I Count BB Count Cyclomatic complexity Functions reached Reached by functions Accumulated cyclomatic complexity Undiscovered complexity

Fuzzer details

Fuzzer: fuzzer

Call tree

The calltree shows the control flow of the fuzzer. This is overlaid with coverage information to display how much of the potential code a fuzzer can reach is in fact covered at runtime. In the following there is a link to a detailed calltree visualisation as well as a bitmap showing a high-level view of the calltree. For further information about these topics please see the glossary for full calltree and calltree overview

Full calltree

Call tree overview bitmap:

The distribution of callsites in terms of coloring is
Color Runtime hitcount Callsite count Percentage
red 0 426 34.0%
gold [1:9] 6 0.47%
yellow [10:29] 12 0.95%
greenyellow [30:49] 0 0.0%
lawngreen 50+ 808 64.5%
All colors 1252 100

Fuzz blockers

The followings are the branches where fuzzer fails to bypass.

Unique non-covered Complexity Unique Reachable Complexities Unique Reachable Functions All non-covered Complexity All Reachable Complexity Function Name Function Callsite Blocked Branch
6191 6191 6 :

['HunspellImpl::get_xml_list(std::__1::basic_string , std::__1::allocator > const&, unsigned long, char const*)', 'HunspellImpl::generate(std::__1::basic_string , std::__1::allocator > const&, std::__1::basic_string , std::__1::allocator > const&)', 'HunspellImpl::generate(std::__1::basic_string , std::__1::allocator > const&, std::__1::vector , std::__1::allocator >, std::__1::allocator , std::__1::allocator > > > const&)', 'uniqlist(std::__1::vector , std::__1::allocator >, std::__1::allocator , std::__1::allocator > > >&)', 'std::__1::vector , std::__1::allocator >, std::__1::allocator , std::__1::allocator > > >::operator=(std::__1::vector , std::__1::allocator >, std::__1::allocator , std::__1::allocator > > >&&)', 'std::__1::vector , std::__1::allocator >, std::__1::allocator , std::__1::allocator > > >::empty() const']

6191 6279 HunspellImpl::spellml(std::__1::basic_string ,std::__1::allocator >const&) call site: 00000 /src/hunspell/src/hunspell/hunspell.cxx:1925
2658 2658 1 :

['HunspellImpl::stem(std::__1::basic_string , std::__1::allocator > const&)']

2658 2702 HunspellImpl::spellml(std::__1::basic_string ,std::__1::allocator >const&) call site: 00000 /src/hunspell/src/hunspell/hunspell.cxx:1921
2652 2661 14 :

['std::__1::basic_string , std::__1::allocator >::append(std::__1::basic_string , std::__1::allocator > const&)', 'std::__1::__wrap_iter , std::__1::allocator >*>::operator*() const', 'std::__1::vector , std::__1::allocator >, std::__1::allocator , std::__1::allocator > > >::push_back(std::__1::basic_string , std::__1::allocator > const&)', 'std::__1::basic_string , std::__1::allocator >::append(char const*)', 'std::__1::__wrap_iter , std::__1::allocator >*>::operator++()', 'std::__1::vector , std::__1::allocator >, std::__1::allocator , std::__1::allocator > > >::end()', 'std::__1::basic_string , std::__1::allocator >::basic_string (char const*)', 'mystrrep(std::__1::basic_string , std::__1::allocator >&, std::__1::basic_string , std::__1::allocator > const&, std::__1::basic_string , std::__1::allocator > const&)', 'std::__1::vector , std::__1::allocator >, std::__1::allocator , std::__1::allocator > > >::clear()', 'std::__1::basic_string , std::__1::allocator >::basic_string(std::__1::basic_string , std::__1::allocator > const&)', 'std::__1::vector , std::__1::allocator >, std::__1::allocator , std::__1::allocator > > >::begin()', 'std::__1::basic_string , std::__1::allocator >::basic_string()', 'HunspellImpl::analyze(std::__1::basic_string , std::__1::allocator > const&)', 'bool std::__1::operator!= , std::__1::allocator >*>(std::__1::__wrap_iter , std::__1::allocator >*> const&, std::__1::__wrap_iter , std::__1::allocator >*> const&)']

2652 2705 HunspellImpl::spellml(std::__1::basic_string ,std::__1::allocator >const&) call site: 00000 /src/hunspell/src/hunspell/hunspell.cxx:1898
0 9 3 :

['reverseword_utf(std::__1::basic_string , std::__1::allocator >&)', 'reverseword(std::__1::basic_string , std::__1::allocator >&)', 'std::__1::basic_string , std::__1::allocator >::assign(char const*)']

0 9 HunspellImpl::checkword(std::__1::basic_string ,std::__1::allocator >const&,int*,std::__1::basic_string ,std::__1::allocator >*) call site: 00000 /src/hunspell/src/hunspell/hunspell.cxx:879
0 9 3 :

['reverseword_utf(std::__1::basic_string , std::__1::allocator >&)', 'reverseword(std::__1::basic_string , std::__1::allocator >&)', 'std::__1::basic_string , std::__1::allocator >::assign(char const*)']

0 9 HunspellImpl::checkword(std::__1::basic_string ,std::__1::allocator >const&,int*,std::__1::basic_string ,std::__1::allocator >*) call site: 00000 /src/hunspell/src/hunspell/hunspell.cxx:923
0 0 None 65 67 FileMgr::FileMgr(charconst*,charconst*) call site: 00000 /src/hunspell/src/hunspell/filemgr.cxx:86
0 0 None 38 30113 HunspellImpl::suggest_internal(std::__1::basic_string ,std::__1::allocator >const&,std::__1::vector ,std::__1::allocator >,std::__1::allocator ,std::__1::allocator >>>&,std::__1::vector ,std::__1::allocator >,std::__1::allocator ,std::__1::allocator >>>&,bool&,unsignedlong&,int&) call site: 00000 /src/hunspell/src/hunspell/hunspell.cxx:1089
0 0 None 20 59 phonet(std::__1::basic_string ,std::__1::allocator >const&,phonetable&) call site: 00000 /src/hunspell/src/hunspell/phonet.cxx:186
0 0 None 14 1780 SuggestMgr::ngsuggest(std::__1::vector ,std::__1::allocator >,std::__1::allocator ,std::__1::allocator >>>&,charconst*,std::__1::vector >const&,int) call site: 00000 /src/hunspell/src/hunspell/suggestmgr.cxx:1484
0 0 None 8 632 HashMgr::load_config(charconst*,charconst*) call site: 00000 /src/hunspell/src/hunspell/hashmgr.cxx:951
0 0 None 8 177 HashMgr::add_word(std::__1::basic_string ,std::__1::allocator >const&,int,unsignedshort*,int,std::__1::basic_string ,std::__1::allocator >const*,bool,int) call site: 00000 /src/hunspell/src/hunspell/hashmgr.cxx:225
0 0 None 6 6 FileMgr::FileMgr(charconst*,charconst*) call site: 00000 /src/hunspell/src/hunspell/filemgr.cxx:89

Runtime coverage analysis

Covered functions
290
Functions that are reachable but not covered
100
Reachable functions
482
Percentage of reachable functions covered
79.25%
NB: The sum of covered functions and functions that are reachable but not covered need not be equal to Reachable functions . This is because the reachability analysis is an approximation and thus at runtime some functions may be covered that are not included in the reachability analysis. This is a limitation of our static analysis capabilities.
Function name source code lines source lines hit percentage hit

Files reached

filename functions hit
/src/hunspell/./src/tools/fuzzer.cxx 1
/src/hunspell/src/hunspell/hunspell.cxx 33
/src/hunspell/src/hunspell/affixmgr.cxx 53
/src/hunspell/src/hunspell/replist.cxx 3
/src/hunspell/src/hunspell/csutil.cxx 40
/src/hunspell/src/hunspell/./atypes.hxx 1
/src/hunspell/src/hunspell/./w_char.hxx 2
/src/hunspell/src/hunspell/hashmgr.cxx 14
/src/hunspell/src/hunspell/./affentry.hxx 22
/src/hunspell/src/hunspell/affentry.cxx 14
/src/hunspell/src/hunspell/suggestmgr.cxx 41
/usr/local/bin/../include/c++/v1/stdlib.h 1
/src/hunspell/src/hunspell/./csutil.hxx 4
/src/hunspell/src/hunspell/phonet.cxx 3

Fuzzer: affdicfuzzer

Call tree

The calltree shows the control flow of the fuzzer. This is overlaid with coverage information to display how much of the potential code a fuzzer can reach is in fact covered at runtime. In the following there is a link to a detailed calltree visualisation as well as a bitmap showing a high-level view of the calltree. For further information about these topics please see the glossary for full calltree and calltree overview

Full calltree

Call tree overview bitmap:

The distribution of callsites in terms of coloring is
Color Runtime hitcount Callsite count Percentage
red 0 456 24.3%
gold [1:9] 55 2.94%
yellow [10:29] 43 2.29%
greenyellow [30:49] 20 1.06%
lawngreen 50+ 1296 69.3%
All colors 1870 100

Fuzz blockers

The followings are the branches where fuzzer fails to bypass.

Unique non-covered Complexity Unique Reachable Complexities Unique Reachable Functions All non-covered Complexity All Reachable Complexity Function Name Function Callsite Blocked Branch
6191 6191 6 :

['HunspellImpl::get_xml_list(std::__1::basic_string , std::__1::allocator > const&, unsigned long, char const*)', 'HunspellImpl::generate(std::__1::basic_string , std::__1::allocator > const&, std::__1::basic_string , std::__1::allocator > const&)', 'HunspellImpl::generate(std::__1::basic_string , std::__1::allocator > const&, std::__1::vector , std::__1::allocator >, std::__1::allocator , std::__1::allocator > > > const&)', 'uniqlist(std::__1::vector , std::__1::allocator >, std::__1::allocator , std::__1::allocator > > >&)', 'std::__1::vector , std::__1::allocator >, std::__1::allocator , std::__1::allocator > > >::operator=(std::__1::vector , std::__1::allocator >, std::__1::allocator , std::__1::allocator > > >&&)', 'std::__1::vector , std::__1::allocator >, std::__1::allocator , std::__1::allocator > > >::empty() const']

6191 6279 HunspellImpl::spellml(std::__1::basic_string ,std::__1::allocator >const&) call site: 00000 /src/hunspell/src/hunspell/hunspell.cxx:1925
2658 2658 1 :

['HunspellImpl::stem(std::__1::basic_string , std::__1::allocator > const&)']

2658 2702 HunspellImpl::spellml(std::__1::basic_string ,std::__1::allocator >const&) call site: 00000 /src/hunspell/src/hunspell/hunspell.cxx:1921
2652 2661 14 :

['std::__1::basic_string , std::__1::allocator >::append(std::__1::basic_string , std::__1::allocator > const&)', 'std::__1::__wrap_iter , std::__1::allocator >*>::operator*() const', 'std::__1::vector , std::__1::allocator >, std::__1::allocator , std::__1::allocator > > >::push_back(std::__1::basic_string , std::__1::allocator > const&)', 'std::__1::basic_string , std::__1::allocator >::append(char const*)', 'std::__1::__wrap_iter , std::__1::allocator >*>::operator++()', 'std::__1::vector , std::__1::allocator >, std::__1::allocator , std::__1::allocator > > >::end()', 'std::__1::basic_string , std::__1::allocator >::basic_string (char const*)', 'mystrrep(std::__1::basic_string , std::__1::allocator >&, std::__1::basic_string , std::__1::allocator > const&, std::__1::basic_string , std::__1::allocator > const&)', 'std::__1::vector , std::__1::allocator >, std::__1::allocator , std::__1::allocator > > >::clear()', 'std::__1::basic_string , std::__1::allocator >::basic_string(std::__1::basic_string , std::__1::allocator > const&)', 'std::__1::vector , std::__1::allocator >, std::__1::allocator , std::__1::allocator > > >::begin()', 'std::__1::basic_string , std::__1::allocator >::basic_string()', 'HunspellImpl::analyze(std::__1::basic_string , std::__1::allocator > const&)', 'bool std::__1::operator!= , std::__1::allocator >*>(std::__1::__wrap_iter , std::__1::allocator >*> const&, std::__1::__wrap_iter , std::__1::allocator >*> const&)']

2652 2705 HunspellImpl::spellml(std::__1::basic_string ,std::__1::allocator >const&) call site: 00000 /src/hunspell/src/hunspell/hunspell.cxx:1898
0 9 3 :

['reverseword_utf(std::__1::basic_string , std::__1::allocator >&)', 'reverseword(std::__1::basic_string , std::__1::allocator >&)', 'std::__1::basic_string , std::__1::allocator >::assign(char const*)']

0 9 HunspellImpl::checkword(std::__1::basic_string ,std::__1::allocator >const&,int*,std::__1::basic_string ,std::__1::allocator >*) call site: 00000 /src/hunspell/src/hunspell/hunspell.cxx:879
0 9 3 :

['reverseword_utf(std::__1::basic_string , std::__1::allocator >&)', 'reverseword(std::__1::basic_string , std::__1::allocator >&)', 'std::__1::basic_string , std::__1::allocator >::assign(char const*)']

0 9 HunspellImpl::checkword(std::__1::basic_string ,std::__1::allocator >const&,int*,std::__1::basic_string ,std::__1::allocator >*) call site: 00000 /src/hunspell/src/hunspell/hunspell.cxx:923
0 0 None 65 67 FileMgr::FileMgr(charconst*,charconst*) call site: 00000 /src/hunspell/src/hunspell/filemgr.cxx:86
0 0 None 38 30113 HunspellImpl::suggest_internal(std::__1::basic_string ,std::__1::allocator >const&,std::__1::vector ,std::__1::allocator >,std::__1::allocator ,std::__1::allocator >>>&,std::__1::vector ,std::__1::allocator >,std::__1::allocator ,std::__1::allocator >>>&,bool&,unsignedlong&,int&) call site: 00000 /src/hunspell/src/hunspell/hunspell.cxx:1089
0 0 None 20 59 phonet(std::__1::basic_string ,std::__1::allocator >const&,phonetable&) call site: 00000 /src/hunspell/src/hunspell/phonet.cxx:186
0 0 None 14 1780 SuggestMgr::ngsuggest(std::__1::vector ,std::__1::allocator >,std::__1::allocator ,std::__1::allocator >>>&,charconst*,std::__1::vector >const&,int) call site: 00000 /src/hunspell/src/hunspell/suggestmgr.cxx:1484
0 0 None 8 632 HashMgr::load_config(charconst*,charconst*) call site: 00000 /src/hunspell/src/hunspell/hashmgr.cxx:951
0 0 None 8 177 HashMgr::add_word(std::__1::basic_string ,std::__1::allocator >const&,int,unsignedshort*,int,std::__1::basic_string ,std::__1::allocator >const*,bool,int) call site: 00000 /src/hunspell/src/hunspell/hashmgr.cxx:225
0 0 None 6 6 FileMgr::FileMgr(charconst*,charconst*) call site: 00000 /src/hunspell/src/hunspell/filemgr.cxx:89

Runtime coverage analysis

Covered functions
290
Functions that are reachable but not covered
133
Reachable functions
693
Percentage of reachable functions covered
80.81%
NB: The sum of covered functions and functions that are reachable but not covered need not be equal to Reachable functions . This is because the reachability analysis is an approximation and thus at runtime some functions may be covered that are not included in the reachability analysis. This is a limitation of our static analysis capabilities.
Function name source code lines source lines hit percentage hit

Files reached

filename functions hit
/src/hunspell/./src/tools/affdicfuzzer.cxx 1
/src/hunspell/src/hunspell/hunspell.cxx 37
/src/hunspell/src/hunspell/hashmgr.cxx 28
/src/hunspell/src/hunspell/filemgr.cxx 5
/src/hunspell/src/hunspell/csutil.cxx 44
/src/hunspell/src/hunspell/hunzip.cxx 7
/src/hunspell/src/hunspell/./atypes.hxx 1
/src/hunspell/src/hunspell/./w_char.hxx 4
/src/hunspell/src/hunspell/./csutil.hxx 4
/src/hunspell/src/hunspell/affixmgr.cxx 95
/src/hunspell/src/hunspell/./affentry.hxx 34
/src/hunspell/src/hunspell/replist.cxx 7
/src/hunspell/src/hunspell/./phonet.hxx 2
/src/hunspell/src/hunspell/phonet.cxx 4
/src/hunspell/src/hunspell/affentry.cxx 19
/src/hunspell/src/hunspell/./baseaffix.hxx 1
/src/hunspell/src/hunspell/suggestmgr.cxx 43
/usr/local/bin/../include/c++/v1/stdlib.h 1

Analyses and suggestions

Optimal target analysis

Remaining optimal interesting functions

The following table shows a list of functions that are optimal targets. Optimal targets are identified by finding the functions that in combination, yield a high code coverage.

Func name Functions filename Arg count Args Function depth hitcount instr count bb count cyclomatic complexity Reachable functions Incoming references total cyclomatic complexity Unreached complexity
Hunspell_stem2 /src/hunspell/src/hunspell/hunspell.cxx 4 ['struct.Hunhandle *', 'char ***', 'char **', 'int '] 7 0 29 3 2 62 0 587 102
Hunspell_suffix_suggest /src/hunspell/src/hunspell/hunspell.cxx 3 ['struct.Hunhandle *', 'char ***', 'char *'] 5 0 25 3 2 55 0 220 80

Implementing fuzzers that target the above functions will improve reachability such that it becomes:

Functions statically reachable by fuzzers
78.3%
344/439
Cyclomatic complexity statically reachable by fuzzers
94.6%
6005 / 6347

All functions overview

If you implement fuzzers for these functions, the status of all functions in the project will be:

Func name Functions filename Args Function call depth Reached by Fuzzers Fuzzers runtime hit Func lines hit % I Count BB Count Cyclomatic complexity Functions reached Reached by functions Accumulated cyclomatic complexity Undiscovered complexity

Runtime coverage analysis

This section shows analysis of runtime coverage data.

For futher technical details on how this section is generated, please see the Glossary .

Complex functions with low coverage

Func name Function total lines Lines covered at runtime percentage covered Reached by fuzzers
HunspellImpl::spellml(std::__1::basic_string ,std::__1::allocator >const&) 74 17 22.97% ['fuzzer', 'affdicfuzzer']

Files and Directories in report

This section shows which files and directories are considered in this report. The main reason for showing this is fuzz introspector may include more code in the reasoning than is desired. This section helps identify if too many files/directories are included, e.g. third party code, which may be irrelevant for the threat model. In the event too much is included, fuzz introspector supports a configuration file that can exclude data from the report. See the following link for more information on how to create a config file: link

Files in report

Source file Reached by Covered by
[] []
/src/hunspell/src/hunspell/./csutil.hxx ['fuzzer', 'affdicfuzzer'] []
/src/hunspell/src/hunspell/hashmgr.cxx ['fuzzer', 'affdicfuzzer'] ['fuzzer', 'affdicfuzzer']
/src/hunspell/src/hunspell/phonet.cxx ['fuzzer', 'affdicfuzzer'] ['fuzzer', 'affdicfuzzer']
/src/hunspell/src/hunspell/filemgr.cxx ['affdicfuzzer'] ['affdicfuzzer']
/src/hunspell/src/hunspell/csutil.cxx ['fuzzer', 'affdicfuzzer'] ['fuzzer', 'affdicfuzzer']
/src/hunspell/src/hunspell/./phonet.hxx ['affdicfuzzer'] []
/src/hunspell/src/hunspell/replist.cxx ['fuzzer', 'affdicfuzzer'] ['fuzzer', 'affdicfuzzer']
/src/hunspell/src/hunspell/affixmgr.cxx ['fuzzer', 'affdicfuzzer'] ['fuzzer', 'affdicfuzzer']
/src/hunspell/src/hunspell/./w_char.hxx ['fuzzer', 'affdicfuzzer'] []
/src/hunspell/src/hunspell/./baseaffix.hxx ['affdicfuzzer'] []
/src/hunspell/src/hunspell/suggestmgr.cxx ['fuzzer', 'affdicfuzzer'] ['fuzzer', 'affdicfuzzer']
/usr/local/bin/../include/c++/v1/iosfwd [] []
/src/hunspell/src/hunspell/hunspell.cxx ['fuzzer', 'affdicfuzzer'] ['fuzzer', 'affdicfuzzer']
/src/hunspell/src/hunspell/affentry.cxx ['fuzzer', 'affdicfuzzer'] ['fuzzer', 'affdicfuzzer']
/src/hunspell/src/hunspell/./affentry.hxx ['fuzzer', 'affdicfuzzer'] []
/src/hunspell/src/hunspell/hunzip.cxx ['affdicfuzzer'] []
/usr/local/bin/../include/c++/v1/stdlib.h ['fuzzer', 'affdicfuzzer'] []
/src/hunspell/./src/tools/affdicfuzzer.cxx ['affdicfuzzer'] []
/src/hunspell/src/tools/fuzzer.cxx [] []
/usr/local/bin/../include/c++/v1/stdexcept [] []
/src/hunspell/./src/tools/fuzzer.cxx ['fuzzer'] []
/src/hunspell/src/hunspell/./atypes.hxx ['fuzzer', 'affdicfuzzer'] []

Directories in report

Directory
/src/hunspell/src/hunspell/
/src/hunspell/./src/tools/
/src/hunspell/src/tools/
/src/hunspell/src/hunspell/./
/usr/local/bin/../include/c++/v1/

Metadata section

This sections shows the raw data that is used to produce this report. This is mainly used for further processing and developer debugging.

Fuzzer Calltree file Program data file Coverage file
fuzzer fuzzerLogFile-0-AZdxRevvFW.data fuzzerLogFile-0-AZdxRevvFW.data.yaml affdicfuzzer.covreport
affdicfuzzer fuzzerLogFile-0-CAALwfWEzg.data fuzzerLogFile-0-CAALwfWEzg.data.yaml affdicfuzzer.covreport

Function call coverage

This section shows a chosen list of functions / methods calls and their relative coverage information. By static analysis of the target project code, all of these function call and their caller information, including the source file or class and line number that initiate the call are captured. Column 1 is the function name of that selected functions or methods. Column 2 of each row indicate if the target function covered by any fuzzer calltree information. Column 3 lists all fuzzers (or no fuzzers at all) that have coered that particular function call dynamically. Column 4 shows list of parent function for the specific function call, while column 5 shows possible blocker functions that make the fuzzers fail to reach the specific functions. Both column 4 and 5 will only show information if none of the fuzzers cover the target function calls.

Function in each files in report

Target sink Callsite location Reached by fuzzer Function call path Covered by fuzzer Possible branch blockers