Fuzz introspector
For issues and ideas: https://github.com/ossf/fuzz-introspector/issues

Fuzzer details

Fuzzer: fuzz_formulae

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

Call tree overview bitmap:

The distribution of callsites in terms of coloring is
Color Runtime hitcount Callsite count Percentage
red 0 12 21.0%
gold [1:9] 0 0.0%
yellow [10:29] 0 0.0%
greenyellow [30:49] 0 0.0%
lawngreen 50+ 45 78.9%
All colors 57 100

Fuzz blockers

The following nodes represent call sites where fuzz blockers occur.

Amount of callsites blocked Calltree index Parent function Callsite Largest blocked function
4 44 openpyxl.utils.cell.column_index_from_string call site: 00044 openpyxl.formula.translate.Translator.translate_range
2 1 ...fuzz_formulae.TestInput call site: 00001 openpyxl.formula.tokenizer.Tokenizer.__init__
2 35 openpyxl.formula.translate.Translator.translate_row call site: 00035 openpyxl.formula.translate.Translator.translate_row
2 51 openpyxl.formula.translate.Translator.translate_range call site: 00051 openpyxl.formula.translate.Translator.translate_row
1 9 openpyxl.formula.tokenizer.Tokenizer._parse call site: 00009 .len
1 42 openpyxl.formula.translate.Translator.translate_col call site: 00042 openpyxl.utils.cell.column_index_from_string

Runtime coverage analysis

Covered functions
993
Functions that are reachable but not covered
21
Reachable functions
37
Percentage of reachable functions covered
43.24%
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.
Warning: The number of covered functions are larger than the number of reachable functions. This means that there are more functions covered at runtime than are extracted using static analysis. This is likely a result of the static analysis component failing to extract the right call graph or the coverage runtime being compiled with sanitizers in code that the static analysis has not analysed. This can happen if lto/gold is not used in all places that coverage instrumentation is used.
Function name source code lines source lines hit percentage hit

Files reached

filename functions hit
/ 1
...fuzz_formulae 6
openpyxl.formula.tokenizer 10
openpyxl.formula.translate 20
openpyxl.utils.cell 3

Fuzzer: fuzz_load

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

Call tree overview bitmap:

The distribution of callsites in terms of coloring is
Color Runtime hitcount Callsite count Percentage
red 0 2 40.0%
gold [1:9] 0 0.0%
yellow [10:29] 0 0.0%
greenyellow [30:49] 0 0.0%
lawngreen 50+ 3 60.0%
All colors 5 100

Fuzz blockers

The following nodes represent call sites where fuzz blockers occur.

Amount of callsites blocked Calltree index Parent function Callsite Largest blocked function
2 1 ...fuzz_load.TestInput call site: 00001 fd.write

Runtime coverage analysis

Covered functions
993
Functions that are reachable but not covered
5
Reachable functions
5
Percentage of reachable functions covered
0.0%
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.
Warning: The number of covered functions are larger than the number of reachable functions. This means that there are more functions covered at runtime than are extracted using static analysis. This is likely a result of the static analysis component failing to extract the right call graph or the coverage runtime being compiled with sanitizers in code that the static analysis has not analysed. This can happen if lto/gold is not used in all places that coverage instrumentation is used.
Function name source code lines source lines hit percentage hit

Files reached

filename functions hit
/ 1
...fuzz_load 4

Fuzzer: fuzz_cellutil

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

Call tree overview bitmap:

The distribution of callsites in terms of coloring is
Color Runtime hitcount Callsite count Percentage
red 0 27 39.7%
gold [1:9] 0 0.0%
yellow [10:29] 0 0.0%
greenyellow [30:49] 0 0.0%
lawngreen 50+ 41 60.2%
All colors 68 100

Fuzz blockers

The following nodes represent call sites where fuzz blockers occur.

Amount of callsites blocked Calltree index Parent function Callsite Largest blocked function
5 12 openpyxl.utils.cell.range_boundaries call site: 00012 .all
5 28 ...fuzz_cellutil.TestInput call site: 00028 openpyxl.utils.cell.coordinate_from_string
5 54 ...fuzz_cellutil.TestInput call site: 00054 openpyxl.utils.cell.range_boundaries
5 61 ...fuzz_cellutil.TestInput call site: 00061 openpyxl.utils.cell.range_boundaries
4 22 openpyxl.utils.cell.range_boundaries call site: 00022 .range
2 1 ...fuzz_cellutil.TestInput call site: 00001 openpyxl.utils.cell.absolute_coordinate
1 9 ...fuzz_cellutil.TestInput call site: 00009 openpyxl.utils.cell.range_boundaries

Runtime coverage analysis

Covered functions
992
Functions that are reachable but not covered
26
Reachable functions
33
Percentage of reachable functions covered
21.21%
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.
Warning: The number of covered functions are larger than the number of reachable functions. This means that there are more functions covered at runtime than are extracted using static analysis. This is likely a result of the static analysis component failing to extract the right call graph or the coverage runtime being compiled with sanitizers in code that the static analysis has not analysed. This can happen if lto/gold is not used in all places that coverage instrumentation is used.
Function name source code lines source lines hit percentage hit

Files reached

filename functions hit
/ 1
...fuzz_cellutil 15
openpyxl.utils.cell 20

Fuzzer: fuzz_sort

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

Call tree overview bitmap:

The distribution of callsites in terms of coloring is
Color Runtime hitcount Callsite count Percentage
red 0 415 37.6%
gold [1:9] 0 0.0%
yellow [10:29] 0 0.0%
greenyellow [30:49] 0 0.0%
lawngreen 50+ 687 62.3%
All colors 1102 100

Fuzz blockers

The following nodes represent call sites where fuzz blockers occur.

Amount of callsites blocked Calltree index Parent function Callsite Largest blocked function
27 488 openpyxl.utils.datetime.to_excel call site: 00488 openpyxl.compat.strings.safe_string
26 752 openpyxl.worksheet._writer.WorksheetWriter.write_tables call site: 00752 openpyxl.descriptors.serialisable.Serialisable.to_tree
25 715 openpyxl.worksheet._writer.WorksheetWriter.write_tail call site: 00715 openpyxl.descriptors.serialisable.Serialisable.to_tree
21 603 openpyxl.worksheet._writer.WorksheetWriter.write_tail call site: 00603 openpyxl.descriptors.serialisable.Serialisable.to_tree
19 985 openpyxl.descriptors.serialisable.Serialisable.from_tree call site: 00985 openpyxl.chart.plotarea.PlotArea.from_tree
18 639 openpyxl.packaging.relationship.RelationshipList.append call site: 00639 openpyxl.descriptors.serialisable.Serialisable.to_tree
18 658 openpyxl.worksheet._writer.WorksheetWriter.write_tail call site: 00658 openpyxl.descriptors.serialisable.Serialisable.to_tree
18 696 openpyxl.worksheet._writer.WorksheetWriter.write_tail call site: 00696 openpyxl.descriptors.serialisable.Serialisable.to_tree
17 549 openpyxl.worksheet._writer.WorksheetWriter.write_tail call site: 00549 openpyxl.descriptors.serialisable.Serialisable.to_tree
17 567 openpyxl.worksheet._writer.WorksheetWriter.write_tail call site: 00567 openpyxl.descriptors.serialisable.Serialisable.to_tree
16 325 openpyxl.writer.excel.ExcelWriter.write_data call site: 00325 openpyxl.packaging.custom.CustomPropertyList.to_tree
14 875 openpyxl.writer.excel.ExcelWriter._write_external_links call site: 00875 openpyxl.packaging.relationship.RelationshipList.to_tree

Runtime coverage analysis

Covered functions
993
Functions that are reachable but not covered
175
Reachable functions
382
Percentage of reachable functions covered
54.19%
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.
Warning: The number of covered functions are larger than the number of reachable functions. This means that there are more functions covered at runtime than are extracted using static analysis. This is likely a result of the static analysis component failing to extract the right call graph or the coverage runtime being compiled with sanitizers in code that the static analysis has not analysed. This can happen if lto/gold is not used in all places that coverage instrumentation is used.
Function name source code lines source lines hit percentage hit

Files reached

filename functions hit
/ 1
...fuzz_sort 8
openpyxl.workbook.workbook 25
openpyxl.packaging.core 9
openpyxl.utils.indexed_list 4
openpyxl.styles.alignment 1
openpyxl.styles.named_styles 12
openpyxl.worksheet.worksheet 18
openpyxl.workbook.child 2
openpyxl.worksheet.header_footer 2
openpyxl.worksheet.dimensions 12
openpyxl.worksheet.cell_range 6
openpyxl.utils.cell 10
openpyxl.worksheet.print_settings 1
openpyxl.worksheet.views 2
openpyxl.formatting.formatting 2
openpyxl.worksheet.properties 2
openpyxl.worksheet._write_only 2
openpyxl.writer.excel 81
openpyxl.packaging.extended 4
openpyxl.chart.chartspace 2
openpyxl.chart.series 1
openpyxl.chart.plotarea 7
openpyxl.chart.text 1
openpyxl.packaging.custom 12
openpyxl.packaging.manifest 26
openpyxl.worksheet.datavalidation 2
openpyxl.descriptors.serialisable 45
openpyxl.descriptors.namespace 1
openpyxl.compat.strings 5
openpyxl.descriptors.nested 5
openpyxl.descriptors.sequence 13
openpyxl.packaging.relationship 10
openpyxl.worksheet.related 1
openpyxl.comments.comment_sheet 8
openpyxl.xml.functions 9
openpyxl.packaging.workbook 3
openpyxl.styles.fills 9
openpyxl.styles.stylesheet 29
openpyxl.chartsheet.chartsheet 5
openpyxl.descriptors.base 2
openpyxl.worksheet._writer 95
openpyxl.cell._writer 19
openpyxl.utils.datetime 9
openpyxl.worksheet.merge 1
openpyxl.styles.cell_style 7
openpyxl.styles.numbers 4
openpyxl.workbook._writer 44
openpyxl.worksheet.page 1
openpyxl.workbook.protection 2
openpyxl.chart.axis 2
openpyxl.worksheet.table 2
openpyxl.utils.escape 2
openpyxl.styles.fonts 4

Fuzzer: fuzz_comment

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

Call tree overview bitmap:

The distribution of callsites in terms of coloring is
Color Runtime hitcount Callsite count Percentage
red 0 416 37.7%
gold [1:9] 0 0.0%
yellow [10:29] 0 0.0%
greenyellow [30:49] 0 0.0%
lawngreen 50+ 686 62.2%
All colors 1102 100

Fuzz blockers

The following nodes represent call sites where fuzz blockers occur.

Amount of callsites blocked Calltree index Parent function Callsite Largest blocked function
27 519 openpyxl.worksheet._writer.WorksheetWriter.write_row call site: 00519 openpyxl.cell._writer._set_attributes
26 751 openpyxl.worksheet._writer.WorksheetWriter.write_tables call site: 00751 openpyxl.descriptors.serialisable.Serialisable.to_tree
25 714 openpyxl.worksheet._writer.WorksheetWriter.write_tail call site: 00714 openpyxl.descriptors.serialisable.Serialisable.to_tree
21 602 openpyxl.worksheet._writer.WorksheetWriter.write_tail call site: 00602 openpyxl.descriptors.serialisable.Serialisable.to_tree
18 638 openpyxl.packaging.relationship.RelationshipList.append call site: 00638 openpyxl.descriptors.serialisable.Serialisable.to_tree
18 657 openpyxl.worksheet._writer.WorksheetWriter.write_tail call site: 00657 openpyxl.descriptors.serialisable.Serialisable.to_tree
18 695 openpyxl.worksheet._writer.WorksheetWriter.write_tail call site: 00695 openpyxl.descriptors.serialisable.Serialisable.to_tree
18 981 openpyxl.descriptors.serialisable.Serialisable.from_tree call site: 00981 openpyxl.chart.plotarea.PlotArea.from_tree
17 548 openpyxl.worksheet._writer.WorksheetWriter.write_tail call site: 00548 openpyxl.descriptors.serialisable.Serialisable.to_tree
17 566 openpyxl.worksheet._writer.WorksheetWriter.write_tail call site: 00566 openpyxl.descriptors.serialisable.Serialisable.to_tree
16 324 openpyxl.writer.excel.ExcelWriter.write_data call site: 00324 openpyxl.packaging.custom.CustomPropertyList.to_tree
14 874 openpyxl.writer.excel.ExcelWriter._write_external_links call site: 00874 openpyxl.packaging.relationship.RelationshipList.to_tree

Runtime coverage analysis

Covered functions
992
Functions that are reachable but not covered
171
Reachable functions
379
Percentage of reachable functions covered
54.88%
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.
Warning: The number of covered functions are larger than the number of reachable functions. This means that there are more functions covered at runtime than are extracted using static analysis. This is likely a result of the static analysis component failing to extract the right call graph or the coverage runtime being compiled with sanitizers in code that the static analysis has not analysed. This can happen if lto/gold is not used in all places that coverage instrumentation is used.
Function name source code lines source lines hit percentage hit

Files reached

filename functions hit
/ 1
...fuzz_comment 6
openpyxl.workbook.workbook 25
openpyxl.packaging.core 9
openpyxl.utils.indexed_list 4
openpyxl.styles.alignment 1
openpyxl.styles.named_styles 12
openpyxl.worksheet.worksheet 18
openpyxl.workbook.child 2
openpyxl.worksheet.header_footer 2
openpyxl.worksheet.dimensions 12
openpyxl.worksheet.cell_range 6
openpyxl.utils.cell 10
openpyxl.worksheet.print_settings 1
openpyxl.worksheet.views 2
openpyxl.formatting.formatting 2
openpyxl.worksheet.properties 2
openpyxl.worksheet._write_only 2
openpyxl.writer.excel 81
openpyxl.packaging.extended 4
openpyxl.chart.plotarea 7
openpyxl.chart.chartspace 2
openpyxl.packaging.workbook 3
openpyxl.worksheet.datavalidation 2
openpyxl.chart.series 1
openpyxl.packaging.custom 12
openpyxl.styles.fills 9
openpyxl.comments.comment_sheet 8
openpyxl.packaging.relationship 10
openpyxl.packaging.manifest 26
openpyxl.chartsheet.chartsheet 5
openpyxl.worksheet.related 1
openpyxl.descriptors.serialisable 45
openpyxl.descriptors.namespace 1
openpyxl.compat.strings 5
openpyxl.descriptors.sequence 13
openpyxl.descriptors.nested 5
openpyxl.xml.functions 9
openpyxl.chart.text 1
openpyxl.styles.stylesheet 29
openpyxl.descriptors.base 2
openpyxl.worksheet._writer 95
openpyxl.cell._writer 19
openpyxl.utils.datetime 9
openpyxl.worksheet.merge 1
openpyxl.styles.cell_style 7
openpyxl.styles.numbers 4
openpyxl.workbook._writer 44
openpyxl.worksheet.page 1
openpyxl.worksheet.table 2
openpyxl.utils.escape 2
openpyxl.chart.axis 2
openpyxl.styles.fonts 4
openpyxl.workbook.protection 2

Fuzzer: fuzz_chart

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

Call tree overview bitmap:

The distribution of callsites in terms of coloring is
Color Runtime hitcount Callsite count Percentage
red 0 450 37.7%
gold [1:9] 0 0.0%
yellow [10:29] 0 0.0%
greenyellow [30:49] 0 0.0%
lawngreen 50+ 741 62.2%
All colors 1191 100

Fuzz blockers

The following nodes represent call sites where fuzz blockers occur.

Amount of callsites blocked Calltree index Parent function Callsite Largest blocked function
27 577 openpyxl.utils.datetime.to_excel call site: 00577 openpyxl.compat.strings.safe_string
26 841 openpyxl.worksheet._writer.WorksheetWriter.write_tables call site: 00841 openpyxl.descriptors.serialisable.Serialisable.to_tree
25 804 openpyxl.worksheet._writer.WorksheetWriter.write_tail call site: 00804 openpyxl.descriptors.serialisable.Serialisable.to_tree
23 1041 openpyxl.workbook._writer.WorkbookWriter.write_root_rels call site: 01041 openpyxl.descriptors.serialisable.Serialisable.from_tree
21 692 openpyxl.worksheet._writer.WorksheetWriter.write_tail call site: 00692 openpyxl.descriptors.serialisable.Serialisable.to_tree
18 728 openpyxl.packaging.relationship.RelationshipList.append call site: 00728 openpyxl.descriptors.serialisable.Serialisable.to_tree
18 747 openpyxl.worksheet._writer.WorksheetWriter.write_tail call site: 00747 openpyxl.descriptors.serialisable.Serialisable.to_tree
18 785 openpyxl.worksheet._writer.WorksheetWriter.write_tail call site: 00785 openpyxl.descriptors.serialisable.Serialisable.to_tree
17 638 openpyxl.worksheet._writer.WorksheetWriter.write_tail call site: 00638 openpyxl.descriptors.serialisable.Serialisable.to_tree
17 656 openpyxl.worksheet._writer.WorksheetWriter.write_tail call site: 00656 openpyxl.descriptors.serialisable.Serialisable.to_tree
16 414 openpyxl.writer.excel.ExcelWriter.write_data call site: 00414 openpyxl.packaging.custom.CustomPropertyList.to_tree
14 964 openpyxl.writer.excel.ExcelWriter._write_external_links call site: 00964 openpyxl.packaging.relationship.RelationshipList.to_tree

Runtime coverage analysis

Covered functions
992
Functions that are reachable but not covered
179
Reachable functions
418
Percentage of reachable functions covered
57.18%
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.
Warning: The number of covered functions are larger than the number of reachable functions. This means that there are more functions covered at runtime than are extracted using static analysis. This is likely a result of the static analysis component failing to extract the right call graph or the coverage runtime being compiled with sanitizers in code that the static analysis has not analysed. This can happen if lto/gold is not used in all places that coverage instrumentation is used.
Function name source code lines source lines hit percentage hit

Files reached

filename functions hit
/ 1
...fuzz_chart 18
openpyxl.workbook.workbook 26
openpyxl.packaging.core 9
openpyxl.utils.indexed_list 4
openpyxl.styles.alignment 1
openpyxl.styles.named_styles 12
openpyxl.worksheet.worksheet 18
openpyxl.workbook.child 2
openpyxl.worksheet.header_footer 2
openpyxl.worksheet.dimensions 12
openpyxl.worksheet.cell_range 6
openpyxl.utils.cell 10
openpyxl.worksheet.print_settings 1
openpyxl.worksheet.views 2
openpyxl.formatting.formatting 2
openpyxl.worksheet.properties 2
openpyxl.chartsheet.chartsheet 8
openpyxl.chartsheet.views 1
openpyxl.chart.area_chart 4
openpyxl.chart.axis 4
openpyxl.chart.bar_chart 5
openpyxl.chart.line_chart 4
openpyxl.chart.reference 3
openpyxl.chart._chart 5
openpyxl.chart.series_factory 9
openpyxl.chart.series 3
openpyxl.chart.shapes 1
openpyxl.chart.marker 1
openpyxl.chart.data_source 1
openpyxl.drawing.spreadsheet_drawing 3
openpyxl.worksheet._write_only 2
openpyxl.writer.excel 81
openpyxl.packaging.extended 4
openpyxl.packaging.relationship 10
openpyxl.packaging.manifest 26
openpyxl.packaging.custom 12
openpyxl.styles.fills 9
openpyxl.descriptors.serialisable 45
openpyxl.descriptors.namespace 1
openpyxl.compat.strings 5
openpyxl.chart.text 1
openpyxl.packaging.workbook 3
openpyxl.chart.chartspace 2
openpyxl.descriptors.nested 5
openpyxl.xml.functions 9
openpyxl.comments.comment_sheet 8
openpyxl.descriptors.sequence 13
openpyxl.worksheet.related 1
openpyxl.styles.stylesheet 29
openpyxl.worksheet.datavalidation 2
openpyxl.chart.plotarea 7
openpyxl.descriptors.base 2
openpyxl.worksheet._writer 95
openpyxl.cell._writer 19
openpyxl.utils.datetime 9
openpyxl.worksheet.merge 1
openpyxl.styles.cell_style 7
openpyxl.styles.numbers 4
openpyxl.workbook._writer 44
openpyxl.workbook.protection 2
openpyxl.worksheet.table 2
openpyxl.utils.escape 2
openpyxl.worksheet.page 1
openpyxl.styles.fonts 4

Fuzzer: fuzz_sheet

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

Call tree overview bitmap:

The distribution of callsites in terms of coloring is
Color Runtime hitcount Callsite count Percentage
red 0 437 38.5%
gold [1:9] 0 0.0%
yellow [10:29] 0 0.0%
greenyellow [30:49] 0 0.0%
lawngreen 50+ 696 61.4%
All colors 1133 100

Fuzz blockers

The following nodes represent call sites where fuzz blockers occur.

Amount of callsites blocked Calltree index Parent function Callsite Largest blocked function
27 504 openpyxl.utils.datetime.to_excel call site: 00504 openpyxl.compat.strings.safe_string
26 768 openpyxl.worksheet._writer.WorksheetWriter.write_tables call site: 00768 openpyxl.descriptors.serialisable.Serialisable.to_tree
25 731 openpyxl.worksheet._writer.WorksheetWriter.write_tail call site: 00731 openpyxl.descriptors.serialisable.Serialisable.to_tree
21 619 openpyxl.worksheet._writer.WorksheetWriter.write_tail call site: 00619 openpyxl.descriptors.serialisable.Serialisable.to_tree
21 968 openpyxl.workbook._writer.WorkbookWriter.write_root_rels call site: 00968 openpyxl.descriptors.serialisable.Serialisable.from_tree
21 1020 openpyxl.styles.fonts.Font.from_tree call site: 01020 openpyxl.chart.plotarea.PlotArea.from_tree
18 655 openpyxl.packaging.relationship.RelationshipList.append call site: 00655 openpyxl.descriptors.serialisable.Serialisable.to_tree
18 674 openpyxl.worksheet._writer.WorksheetWriter.write_tail call site: 00674 openpyxl.descriptors.serialisable.Serialisable.to_tree
18 712 openpyxl.worksheet._writer.WorksheetWriter.write_tail call site: 00712 openpyxl.descriptors.serialisable.Serialisable.to_tree
17 565 openpyxl.worksheet._writer.WorksheetWriter.write_tail call site: 00565 openpyxl.descriptors.serialisable.Serialisable.to_tree
17 583 openpyxl.worksheet._writer.WorksheetWriter.write_tail call site: 00583 openpyxl.descriptors.serialisable.Serialisable.to_tree
16 341 openpyxl.writer.excel.ExcelWriter.write_data call site: 00341 openpyxl.packaging.custom.CustomPropertyList.to_tree

Runtime coverage analysis

Covered functions
992
Functions that are reachable but not covered
187
Reachable functions
394
Percentage of reachable functions covered
52.54%
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.
Warning: The number of covered functions are larger than the number of reachable functions. This means that there are more functions covered at runtime than are extracted using static analysis. This is likely a result of the static analysis component failing to extract the right call graph or the coverage runtime being compiled with sanitizers in code that the static analysis has not analysed. This can happen if lto/gold is not used in all places that coverage instrumentation is used.
Function name source code lines source lines hit percentage hit

Files reached

filename functions hit
/ 1
...fuzz_sheet 12
openpyxl.workbook.workbook 25
openpyxl.packaging.core 9
openpyxl.utils.indexed_list 4
openpyxl.styles.alignment 1
openpyxl.styles.named_styles 12
openpyxl.worksheet.worksheet 18
openpyxl.workbook.child 2
openpyxl.worksheet.header_footer 2
openpyxl.worksheet.dimensions 12
openpyxl.worksheet.cell_range 6
openpyxl.utils.cell 10
openpyxl.worksheet.print_settings 1
openpyxl.worksheet.views 2
openpyxl.formatting.formatting 2
openpyxl.worksheet.properties 2
openpyxl.worksheet._write_only 2
openpyxl.writer.excel 81
openpyxl.packaging.extended 4
openpyxl.styles.stylesheet 29
openpyxl.chartsheet.chartsheet 5
openpyxl.packaging.custom 12
openpyxl.styles.fills 9
openpyxl.chart.text 1
openpyxl.worksheet.related 1
openpyxl.descriptors.serialisable 48
openpyxl.descriptors.namespace 1
openpyxl.compat.strings 5
openpyxl.comments.comment_sheet 8
openpyxl.descriptors.nested 5
openpyxl.xml.functions 9
openpyxl.chart.plotarea 7
openpyxl.packaging.workbook 3
openpyxl.packaging.manifest 26
openpyxl.descriptors.sequence 13
openpyxl.chart.series 1
openpyxl.chart.chartspace 2
openpyxl.worksheet.datavalidation 2
openpyxl.packaging.relationship 10
openpyxl.descriptors.base 2
openpyxl.worksheet._writer 95
openpyxl.cell._writer 19
openpyxl.utils.datetime 9
openpyxl.worksheet.merge 1
openpyxl.styles.cell_style 7
openpyxl.styles.numbers 4
openpyxl.workbook._writer 44
openpyxl.workbook.protection 5
openpyxl.styles.fonts 7
openpyxl.chart.axis 5
openpyxl.worksheet.page 1
openpyxl.worksheet.table 2
openpyxl.utils.escape 2

Fuzzer: fuzz_basic

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

Call tree overview bitmap:

The distribution of callsites in terms of coloring is
Color Runtime hitcount Callsite count Percentage
red 0 424 39.2%
gold [1:9] 0 0.0%
yellow [10:29] 0 0.0%
greenyellow [30:49] 0 0.0%
lawngreen 50+ 656 60.7%
All colors 1080 100

Fuzz blockers

The following nodes represent call sites where fuzz blockers occur.

Amount of callsites blocked Calltree index Parent function Callsite Largest blocked function
27 433 openpyxl.utils.datetime.to_excel call site: 00433 openpyxl.compat.strings.safe_string
26 709 openpyxl.worksheet._writer.WorksheetWriter.write_tables call site: 00709 openpyxl.descriptors.serialisable.Serialisable.to_tree
23 199 openpyxl.descriptors.sequence.NestedSequence.to_tree call site: 00199 openpyxl.descriptors.serialisable.Serialisable.to_tree
22 941 openpyxl.styles.fonts.Font.from_tree call site: 00941 openpyxl.descriptors.serialisable.Serialisable.from_tree
21 549 openpyxl.worksheet._writer.WorksheetWriter.write_tail call site: 00549 openpyxl.descriptors.serialisable.Serialisable.to_tree
19 915 openpyxl.workbook._writer.WorkbookWriter.write_root_rels call site: 00915 openpyxl.styles.fonts.Font.from_tree
18 585 openpyxl.packaging.relationship.RelationshipList.append call site: 00585 openpyxl.descriptors.serialisable.Serialisable.to_tree
18 604 openpyxl.worksheet._writer.WorksheetWriter.write_tail call site: 00604 openpyxl.descriptors.serialisable.Serialisable.to_tree
18 642 openpyxl.worksheet._writer.WorksheetWriter.write_tail call site: 00642 openpyxl.descriptors.serialisable.Serialisable.to_tree
17 495 openpyxl.worksheet._writer.WorksheetWriter.write_tail call site: 00495 openpyxl.descriptors.serialisable.Serialisable.to_tree
17 513 openpyxl.worksheet._writer.WorksheetWriter.write_tail call site: 00513 openpyxl.descriptors.serialisable.Serialisable.to_tree
16 270 openpyxl.writer.excel.ExcelWriter.write_data call site: 00270 openpyxl.packaging.custom.CustomPropertyList.to_tree

Runtime coverage analysis

Covered functions
993
Functions that are reachable but not covered
184
Reachable functions
377
Percentage of reachable functions covered
51.19%
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.
Warning: The number of covered functions are larger than the number of reachable functions. This means that there are more functions covered at runtime than are extracted using static analysis. This is likely a result of the static analysis component failing to extract the right call graph or the coverage runtime being compiled with sanitizers in code that the static analysis has not analysed. This can happen if lto/gold is not used in all places that coverage instrumentation is used.
Function name source code lines source lines hit percentage hit

Files reached

filename functions hit
/ 1
...fuzz_basic 10
openpyxl.workbook.workbook 6
openpyxl.worksheet._write_only 2
openpyxl.worksheet.worksheet 18
openpyxl.worksheet.dimensions 12
openpyxl.worksheet.cell_range 6
openpyxl.utils.cell 10
openpyxl.worksheet.print_settings 1
openpyxl.worksheet.views 2
openpyxl.formatting.formatting 2
openpyxl.worksheet.properties 2
openpyxl.workbook.child 2
openpyxl.worksheet.header_footer 2
openpyxl.writer.excel 81
openpyxl.packaging.extended 4
openpyxl.worksheet.related 1
openpyxl.chart.text 1
openpyxl.worksheet.datavalidation 2
openpyxl.packaging.manifest 26
openpyxl.styles.stylesheet 29
openpyxl.chartsheet.chartsheet 5
openpyxl.chart.series 1
openpyxl.packaging.relationship 10
openpyxl.styles.fills 9
openpyxl.chart.plotarea 7
openpyxl.packaging.workbook 3
openpyxl.chart.chartspace 2
openpyxl.descriptors.serialisable 46
openpyxl.descriptors.namespace 1
openpyxl.compat.strings 5
openpyxl.descriptors.sequence 13
openpyxl.descriptors.nested 5
openpyxl.packaging.custom 12
openpyxl.comments.comment_sheet 8
openpyxl.xml.functions 11
openpyxl.packaging.core 8
openpyxl.descriptors.base 2
openpyxl.worksheet._writer 95
openpyxl.cell._writer 20
openpyxl.utils.datetime 9
openpyxl.worksheet.merge 1
openpyxl.utils.indexed_list 4
openpyxl.styles.cell_style 7
openpyxl.styles.alignment 1
openpyxl.styles.numbers 4
openpyxl.workbook._writer 44
openpyxl.worksheet.page 1
openpyxl.chart.axis 5
openpyxl.styles.fonts 7
openpyxl.worksheet.table 2
openpyxl.utils.escape 2
openpyxl.workbook.protection 5

Analyses and suggestions

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
[] []
openpyxl.cell.cell [] []
openpyxl.xml.functions ['fuzz_sort', 'fuzz_comment', 'fuzz_chart', 'fuzz_sheet', 'fuzz_basic'] []
openpyxl.chartsheet.custom [] []
openpyxl.worksheet.formula [] []
openpyxl.styles.fonts ['fuzz_sort', 'fuzz_comment', 'fuzz_chart', 'fuzz_sheet', 'fuzz_basic'] []
openpyxl.workbook.workbook ['fuzz_sort', 'fuzz_comment', 'fuzz_chart', 'fuzz_sheet', 'fuzz_basic'] []
openpyxl.chart.scatter_chart [] []
openpyxl.utils.formulas [] []
tempfile [] []
openpyxl.worksheet.views ['fuzz_sort', 'fuzz_comment', 'fuzz_chart', 'fuzz_sheet', 'fuzz_basic'] []
openpyxl.chart.series_factory ['fuzz_chart'] []
openpyxl.formatting [] []
openpyxl.reader.strings [] []
openpyxl.xml.constants [] []
functools [] []
openpyxl.utils.exceptions [] []
openpyxl.workbook.external_link.external [] []
openpyxl.styles.borders [] []
openpyxl.chartsheet.publish [] []
openpyxl.packaging [] []
openpyxl.descriptors.base ['fuzz_sort', 'fuzz_comment', 'fuzz_chart', 'fuzz_sheet', 'fuzz_basic'] []
array [] []
openpyxl.styles.table [] []
openpyxl.worksheet.scenario [] []
openpyxl.chart.pivot [] []
openpyxl.writer.excel ['fuzz_sort', 'fuzz_comment', 'fuzz_chart', 'fuzz_sheet', 'fuzz_basic'] []
openpyxl.cell [] []
openpyxl.pivot.record [] []
openpyxl.worksheet.hyperlink [] []
openpyxl.pivot.fields [] []
[] []
openpyxl.drawing.colors [] []
openpyxl.chart.shapes ['fuzz_chart'] []
openpyxl.descriptors.excel [] []
openpyxl.styles.proxy [] []
openpyxl.reader.excel [] []
openpyxl.chart.error_bar [] []
openpyxl.chart.descriptors [] []
collections [] []
re [] []
openpyxl.workbook.defined_name [] []
openpyxl.drawing.drawing [] []
openpyxl.worksheet._read_only [] []
openpyxl.chart.text ['fuzz_sort', 'fuzz_comment', 'fuzz_chart', 'fuzz_sheet', 'fuzz_basic'] []
openpyxl.styles.named_styles ['fuzz_sort', 'fuzz_comment', 'fuzz_chart', 'fuzz_sheet'] []
openpyxl.worksheet.controls [] []
openpyxl.styles.alignment ['fuzz_sort', 'fuzz_comment', 'fuzz_chart', 'fuzz_sheet', 'fuzz_basic'] []
openpyxl.styles.fills ['fuzz_sort', 'fuzz_comment', 'fuzz_chart', 'fuzz_sheet', 'fuzz_basic'] []
openpyxl.xml [] []
inspect [] []
datetime [] []
et_xmlfile [] []
openpyxl.workbook.views [] []
openpyxl.chart._3d [] []
openpyxl.styles.protection [] []
openpyxl.drawing.xdr [] []
openpyxl.workbook.external_link [] []
openpyxl.descriptors.nested ['fuzz_sort', 'fuzz_comment', 'fuzz_chart', 'fuzz_sheet', 'fuzz_basic'] []
openpyxl.drawing.picture [] []
openpyxl.drawing.fill [] []
openpyxl.utils.units [] []
openpyxl.chart.line_chart ['fuzz_chart'] []
openpyxl.worksheet.cell_watch [] []
openpyxl.worksheet.properties ['fuzz_sort', 'fuzz_comment', 'fuzz_chart', 'fuzz_sheet', 'fuzz_basic'] []
openpyxl.styles.colors [] []
openpyxl.styles.stylesheet ['fuzz_sort', 'fuzz_comment', 'fuzz_chart', 'fuzz_sheet', 'fuzz_basic'] []
openpyxl.worksheet.header_footer ['fuzz_sort', 'fuzz_comment', 'fuzz_chart', 'fuzz_sheet', 'fuzz_basic'] []
openpyxl.drawing.text [] []
openpyxl._constants [] []
openpyxl.packaging.workbook ['fuzz_sort', 'fuzz_comment', 'fuzz_chart', 'fuzz_sheet', 'fuzz_basic'] []
...fuzz_formulae ['fuzz_formulae'] []
openpyxl.chart.reader [] []
numpy [] []
openpyxl.workbook.smart_tags [] []
openpyxl.compat.singleton [] []
openpyxl.drawing.effect [] []
openpyxl.worksheet.worksheet ['fuzz_sort', 'fuzz_comment', 'fuzz_chart', 'fuzz_sheet', 'fuzz_basic'] []
openpyxl.chart.reference ['fuzz_chart'] []
weakref [] []
openpyxl.workbook.protection ['fuzz_sort', 'fuzz_comment', 'fuzz_chart', 'fuzz_sheet', 'fuzz_basic'] []
openpyxl.worksheet._reader [] []
openpyxl.comments.comment_sheet ['fuzz_sort', 'fuzz_comment', 'fuzz_chart', 'fuzz_sheet', 'fuzz_basic'] []
openpyxl.utils.dataframe [] []
openpyxl.styles.builtins [] []
openpyxl.worksheet.protection [] []
openpyxl.chartsheet.properties [] []
openpyxl.chart.legend [] []
openpyxl.pivot [] []
openpyxl.worksheet.dimensions ['fuzz_sort', 'fuzz_comment', 'fuzz_chart', 'fuzz_sheet', 'fuzz_basic'] []
openpyxl.worksheet.related ['fuzz_sort', 'fuzz_comment', 'fuzz_chart', 'fuzz_sheet', 'fuzz_basic'] []
openpyxl.workbook._writer ['fuzz_sort', 'fuzz_comment', 'fuzz_chart', 'fuzz_sheet', 'fuzz_basic'] []
openpyxl.worksheet.smart_tag [] []
openpyxl.chart.layout [] []
openpyxl.chartsheet.relation [] []
openpyxl.cell.text [] []
openpyxl.workbook.properties [] []
...fuzz_chart ['fuzz_chart'] []
openpyxl.chart.pie_chart [] []
openpyxl.reader [] []
openpyxl.chart.print_settings [] []
openpyxl.chart.series ['fuzz_sort', 'fuzz_comment', 'fuzz_chart', 'fuzz_sheet', 'fuzz_basic'] []
lxml [] []
openpyxl.chart.label [] []
openpyxl.chart.axis ['fuzz_sort', 'fuzz_comment', 'fuzz_chart', 'fuzz_sheet', 'fuzz_basic'] []
openpyxl.worksheet.cell_range ['fuzz_sort', 'fuzz_comment', 'fuzz_chart', 'fuzz_sheet', 'fuzz_basic'] []
abc [] []
openpyxl.reader.drawings [] []
openpyxl.utils.indexed_list ['fuzz_sort', 'fuzz_comment', 'fuzz_chart', 'fuzz_sheet', 'fuzz_basic'] []
openpyxl.drawing [] []
Sequence [] []
openpyxl.workbook.web [] []
openpyxl.descriptors.slots [] []
openpyxl.formula [] []
itertools [] []
openpyxl.worksheet.custom [] []
openpyxl.chart.radar_chart [] []
...fuzz_cellutil ['fuzz_cellutil'] []
openpyxl.descriptors.serialisable ['fuzz_sort', 'fuzz_comment', 'fuzz_chart', 'fuzz_sheet', 'fuzz_basic'] []
...fuzz_sheet ['fuzz_sheet'] []
openpyxl.packaging.core ['fuzz_sort', 'fuzz_comment', 'fuzz_chart', 'fuzz_sheet', 'fuzz_basic'] []
openpyxl.packaging.custom ['fuzz_sort', 'fuzz_comment', 'fuzz_chart', 'fuzz_sheet', 'fuzz_basic'] []
...fuzz_comment ['fuzz_comment'] []
openpyxl.formula.translate ['fuzz_formulae'] []
defusedxml [] []
warnings [] []
String [] []
openpyxl.worksheet [] []
openpyxl.cell._writer ['fuzz_sort', 'fuzz_comment', 'fuzz_chart', 'fuzz_sheet', 'fuzz_basic'] []
openpyxl.worksheet.table ['fuzz_sort', 'fuzz_comment', 'fuzz_chart', 'fuzz_sheet', 'fuzz_basic'] []
openpyxl.formula.tokenizer ['fuzz_formulae'] []
openpyxl.workbook.external_reference [] []
xml [] []
openpyxl.comments [] []
openpyxl.utils.cell ['fuzz_formulae', 'fuzz_cellutil', 'fuzz_sort', 'fuzz_comment', 'fuzz_chart', 'fuzz_sheet', 'fuzz_basic'] []
openpyxl.worksheet._writer ['fuzz_sort', 'fuzz_comment', 'fuzz_chart', 'fuzz_sheet', 'fuzz_basic'] []
openpyxl.worksheet.errors [] []
openpyxl.worksheet.copier [] []
io [] []
openpyxl.pivot.table [] []
openpyxl.compat.numbers [] []
openpyxl.drawing.relation [] []
openpyxl.worksheet.page ['fuzz_sort', 'fuzz_comment', 'fuzz_chart', 'fuzz_sheet', 'fuzz_basic'] []
openpyxl.drawing.properties [] []
openpyxl.packaging.interface [] []
openpyxl.descriptors.namespace ['fuzz_sort', 'fuzz_comment', 'fuzz_chart', 'fuzz_sheet', 'fuzz_basic'] []
openpyxl.compat.strings ['fuzz_sort', 'fuzz_comment', 'fuzz_chart', 'fuzz_sheet', 'fuzz_basic'] []
openpyxl.worksheet.picture [] []
openpyxl.pivot.cache [] []
openpyxl.worksheet.filters [] []
pandas [] []
openpyxl.compat.abc [] []
openpyxl.worksheet.ole [] []
openpyxl.drawing.image [] []
openpyxl.chart.surface_chart [] []
openpyxl.workbook.function_group [] []
openpyxl.utils.datetime ['fuzz_sort', 'fuzz_comment', 'fuzz_chart', 'fuzz_sheet', 'fuzz_basic'] []
os [] []
PIL [] []
openpyxl.chart.stock_chart [] []
openpyxl.descriptors.sequence ['fuzz_sort', 'fuzz_comment', 'fuzz_chart', 'fuzz_sheet', 'fuzz_basic'] []
openpyxl.drawing.geometry [] []
openpyxl.utils.protection [] []
openpyxl.formatting.formatting ['fuzz_sort', 'fuzz_comment', 'fuzz_chart', 'fuzz_sheet', 'fuzz_basic'] []
openpyxl.chartsheet.chartsheet ['fuzz_sort', 'fuzz_comment', 'fuzz_chart', 'fuzz_sheet', 'fuzz_basic'] []
openpyxl.chartsheet [] []
openpyxl.chart.title [] []
openpyxl.comments.author [] []
...fuzz_sort ['fuzz_sort'] []
openpyxl.comments.comments [] []
openpyxl.worksheet.merge ['fuzz_sort', 'fuzz_comment', 'fuzz_chart', 'fuzz_sheet', 'fuzz_basic'] []
openpyxl.drawing.line [] []
...fuzz_load ['fuzz_load'] []
openpyxl.utils.inference [] []
openpyxl.cell.rich_text [] []
openpyxl.compat [] []
openpyxl.worksheet.pagebreak [] []
mimetypes [] []
openpyxl.chart.chartspace ['fuzz_sort', 'fuzz_comment', 'fuzz_chart', 'fuzz_sheet', 'fuzz_basic'] []
openpyxl.descriptors [] []
openpyxl.worksheet.print_settings ['fuzz_sort', 'fuzz_comment', 'fuzz_chart', 'fuzz_sheet', 'fuzz_basic'] []
...fuzz_basic ['fuzz_basic'] []
openpyxl.workbook.child ['fuzz_sort', 'fuzz_comment', 'fuzz_chart', 'fuzz_sheet', 'fuzz_basic'] []
openpyxl.compat.product [] []
openpyxl.chart [] []
openpyxl.worksheet._write_only ['fuzz_sort', 'fuzz_comment', 'fuzz_chart', 'fuzz_sheet', 'fuzz_basic'] []
openpyxl.drawing.graphic [] []
openpyxl.styles.styleable [] []
openpyxl.workbook [] []
openpyxl.chart._chart ['fuzz_chart'] []
operator [] []
openpyxl.chartsheet.views ['fuzz_chart'] []
openpyxl.packaging.relationship ['fuzz_sort', 'fuzz_comment', 'fuzz_chart', 'fuzz_sheet', 'fuzz_basic'] []
openpyxl.styles.numbers ['fuzz_sort', 'fuzz_comment', 'fuzz_chart', 'fuzz_sheet', 'fuzz_basic'] []
openpyxl.formatting.rule [] []
openpyxl.utils.escape ['fuzz_sort', 'fuzz_comment', 'fuzz_chart', 'fuzz_sheet', 'fuzz_basic'] []
openpyxl.chart.plotarea ['fuzz_sort', 'fuzz_comment', 'fuzz_chart', 'fuzz_sheet', 'fuzz_basic'] []
openpyxl.reader.workbook [] []
openpyxl.styles.cell_style ['fuzz_sort', 'fuzz_comment', 'fuzz_chart', 'fuzz_sheet', 'fuzz_basic'] []
openpyxl.chart.bar_chart ['fuzz_chart'] []
openpyxl.packaging.extended ['fuzz_sort', 'fuzz_comment', 'fuzz_chart', 'fuzz_sheet', 'fuzz_basic'] []
openpyxl.worksheet.datavalidation ['fuzz_sort', 'fuzz_comment', 'fuzz_chart', 'fuzz_sheet', 'fuzz_basic'] []
openpyxl.utils.bound_dictionary [] []
copy [] []
openpyxl.styles.differential [] []
openpyxl [] []
openpyxl.chart.updown_bars [] []
openpyxl.cell.read_only [] []
openpyxl.comments.shape_writer [] []
posixpath [] []
openpyxl.worksheet.drawing [] []
openpyxl.packaging.manifest ['fuzz_sort', 'fuzz_comment', 'fuzz_chart', 'fuzz_sheet', 'fuzz_basic'] []
openpyxl.chart.bubble_chart [] []
openpyxl.utils [] []
atheris [] []
openpyxl.drawing.spreadsheet_drawing ['fuzz_chart'] []
openpyxl.chart.picture [] []
openpyxl.writer [] []
openpyxl.chartsheet.protection [] []
openpyxl.styles [] []
openpyxl.chart.data_source ['fuzz_chart'] []
openpyxl.drawing.connector [] []
openpyxl.writer.theme [] []
math [] []
zipfile [] []
openpyxl.chart.marker ['fuzz_chart'] []
openpyxl.chart.area_chart ['fuzz_chart'] []
Integer [] []
openpyxl.chart.trendline [] []

Directories in report

Directory