High level conclusions

Fuzzers reach 72.91% code coverage.

Fuzzer fuzz_cellutil is blocked:

The runtime code coverage of fuzz_cellutil covers 18.42% of its statically reachable code. This means there is some place that blocks the fuzzer to continue exploring more code at run time.

Fuzzer fuzz_load is blocked:

The runtime code coverage of fuzz_load covers 0.0% of its statically reachable code. This means there is some place that blocks the fuzzer to continue exploring more code at run time.

Reachability and coverage overview

Functions statically reachable by fuzzers

233 / 1248

Cyclomatic complexity statically reachable by fuzzers

786 / 4028

Runtime code coverage of functions

910 / 1248

Warning: The number of runtime covered functions are larger than the number of reachable functions. This means that Fuzz Introspector found there are more functions covered at runtime than what is considered reachable based on the static analysis. This is a limitation in the analysis as anything covered at runtime is by definition reachable by the fuzzers.
This is likely due to a limitation in the static analysis. In this case, the count of functions covered at runtime is the true value, which means this is what should be considered "achieved" by the fuzzer.

Use the project functions table below to query all functions that were not covered at runtime.

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	Runtime reached by Fuzzers	Combined 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: 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	18.7%
gold	[1:9]	0	0.0%
yellow	[10:29]	0	0.0%
greenyellow	[30:49]	0	0.0%
lawngreen	50+	52	81.2%
All colors	64	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	50	openpyxl.utils.cell.get_column_letter	call site: 00050	openpyxl.formula.translate.Translator.translate_range
2	1	...fuzz_formulae.TestInput	call site: 00001	openpyxl.formula.tokenizer.Tokenizer.__init__
2	40	openpyxl.formula.translate.Translator.translate_row	call site: 00040	openpyxl.formula.translate.Translator.translate_row
2	58	openpyxl.formula.translate.Translator.translate_range	call site: 00058	openpyxl.formula.translate.Translator.translate_row
1	9	openpyxl.formula.tokenizer.Tokenizer._parse	call site: 00009	.len

Runtime coverage analysis

Covered functions

1154

Functions that are reachable but not covered

24

Reachable functions

41

Percentage of reachable functions covered

41.46%

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	9

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

1154

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_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	338	34.4%
gold	[1:9]	0	0.0%
yellow	[10:29]	0	0.0%
greenyellow	[30:49]	0	0.0%
lawngreen	50+	643	65.5%
All colors	981	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
25	618	openpyxl.worksheet._writer.WorksheetWriter.write_tables	call site: 00618	openpyxl.worksheet.filters.StringFilter.to_tree
21	348	openpyxl.utils.datetime.to_excel	call site: 00348	openpyxl.compat.strings.safe_string
17	461	openpyxl.worksheet.merge.MergeCell.__init__	call site: 00461	openpyxl.worksheet.filters.StringFilter.to_tree
17	492	openpyxl.packaging.relationship.RelationshipList.append	call site: 00492	openpyxl.worksheet.filters.StringFilter.to_tree
17	510	openpyxl.worksheet._writer.WorksheetWriter.write_tail	call site: 00510	openpyxl.worksheet.filters.StringFilter.to_tree
17	546	openpyxl.worksheet._writer.WorksheetWriter.write_tail	call site: 00546	openpyxl.worksheet.filters.StringFilter.to_tree
16	407	openpyxl.worksheet._writer.WorksheetWriter.write_tail	call site: 00407	openpyxl.worksheet.filters.StringFilter.to_tree
16	424	openpyxl.worksheet._writer.WorksheetWriter.write_tail	call site: 00424	openpyxl.worksheet.filters.StringFilter.to_tree
13	160	openpyxl.writer.excel.ExcelWriter.write_data	call site: 00160	openpyxl.worksheet.filters.StringFilter.to_tree
13	747	openpyxl.writer.excel.ExcelWriter._write_external_links	call site: 00747	openpyxl.packaging.manifest.Manifest.append
12	958	openpyxl.packaging.manifest.Manifest._write	call site: 00958	openpyxl.chart.plotarea.PlotArea.from_tree
11	573	openpyxl.descriptors.sequence.ValueSequence.to_tree	call site: 00573	openpyxl.styles.fills.PatternFill.to_tree

Runtime coverage analysis

Covered functions

1154

Functions that are reachable but not covered

161

Reachable functions

361

Percentage of reachable functions covered

55.4%

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	11
openpyxl.workbook.workbook	6
openpyxl.worksheet._write_only	2
openpyxl.worksheet.worksheet	17
openpyxl.worksheet.dimensions	11
openpyxl.worksheet.cell_range	6
openpyxl.utils.cell	13
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	3
openpyxl.packaging.custom	12
openpyxl.worksheet.datavalidation	2
openpyxl.worksheet.related	1
openpyxl.chart.plotarea	7
openpyxl.styles.stylesheet	32
openpyxl.styles.fills	7
openpyxl.chart.series	1
openpyxl.chartsheet.chartsheet	5
openpyxl.packaging.workbook	3
openpyxl.chart.text	1
openpyxl.packaging.manifest	25
openpyxl.worksheet.filters	17
openpyxl.comments.comment_sheet	8
openpyxl.chart.chartspace	2
openpyxl.descriptors.base	2
openpyxl.worksheet._writer	89
openpyxl.cell._writer	19
openpyxl.utils.datetime	9
openpyxl.compat.strings	5
openpyxl.xml.functions	2
openpyxl.worksheet.merge	1
openpyxl.packaging.relationship	5
openpyxl.descriptors.sequence	9
openpyxl.descriptors.namespace	1
openpyxl.descriptors.nested	3
openpyxl.packaging.core	4
openpyxl.utils.indexed_list	4
openpyxl.styles.cell_style	7
openpyxl.styles.alignment	1
openpyxl.styles.numbers	4
openpyxl.styles.named_styles	14
openpyxl.workbook._writer	36
openpyxl.descriptors.container	7
openpyxl.styles.fonts	7
openpyxl.worksheet.table	2
openpyxl.utils.escape	2
openpyxl.chart.axis	5
openpyxl.workbook.protection	5
openpyxl.worksheet.page	1

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	337	32.7%
gold	[1:9]	0	0.0%
yellow	[10:29]	0	0.0%
greenyellow	[30:49]	0	0.0%
lawngreen	50+	691	67.2%
All colors	1028	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
25	692	openpyxl.worksheet._writer.WorksheetWriter.write_tables	call site: 00692	openpyxl.worksheet.filters.StringFilter.to_tree
22	492	openpyxl.worksheet._writer.WorksheetWriter.write_row	call site: 00492	openpyxl.cell._writer._set_attributes
17	570	openpyxl.worksheet.merge.MergeCell.__init__	call site: 00570	openpyxl.worksheet.filters.StringFilter.to_tree
17	600	openpyxl.packaging.relationship.RelationshipList.append	call site: 00600	openpyxl.worksheet.filters.StringFilter.to_tree
16	516	openpyxl.worksheet._writer.WorksheetWriter.write_tail	call site: 00516	openpyxl.worksheet.filters.StringFilter.to_tree
16	533	openpyxl.worksheet._writer.WorksheetWriter.write_tail	call site: 00533	openpyxl.worksheet.filters.StringFilter.to_tree
13	295	openpyxl.writer.excel.ExcelWriter.write_data	call site: 00295	openpyxl.worksheet.filters.StringFilter.to_tree
13	816	openpyxl.writer.excel.ExcelWriter._write_external_links	call site: 00816	openpyxl.packaging.manifest.Manifest.append
12	1005	openpyxl.packaging.manifest.Manifest._write	call site: 01005	openpyxl.chart.plotarea.PlotArea.from_tree
10	172	openpyxl.chart.line_chart.LineChart3D.__init__	call site: 00172	openpyxl.chart._chart.ChartBase.add_data
10	766	openpyxl.writer.excel.ExcelWriter._write_worksheets	call site: 00766	openpyxl.packaging.manifest.Manifest.append
9	339	openpyxl.packaging.custom._CustomDocumentProperty.__init__	call site: 00339	openpyxl.packaging.custom._CustomDocumentPropertyList.to_tree

Runtime coverage analysis

Covered functions

1153

Functions that are reachable but not covered

156

Reachable functions

408

Percentage of reachable functions covered

61.76%

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	20
openpyxl.workbook.workbook	26
openpyxl.packaging.core	10
openpyxl.utils.indexed_list	4
openpyxl.styles.alignment	1
openpyxl.styles.named_styles	17
openpyxl.worksheet.worksheet	17
openpyxl.workbook.child	2
openpyxl.worksheet.header_footer	2
openpyxl.worksheet.dimensions	11
openpyxl.worksheet.cell_range	6
openpyxl.utils.cell	15
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	3
openpyxl.chart.plotarea	7
openpyxl.styles.fills	7
openpyxl.comments.comment_sheet	8
openpyxl.packaging.manifest	25
openpyxl.styles.stylesheet	32
openpyxl.packaging.custom	12
openpyxl.worksheet.datavalidation	2
openpyxl.chart.text	1
openpyxl.worksheet.filters	18
openpyxl.packaging.workbook	3
openpyxl.chart.chartspace	2
openpyxl.worksheet.related	1
openpyxl.descriptors.base	2
openpyxl.worksheet._writer	91
openpyxl.cell._writer	19
openpyxl.utils.datetime	9
openpyxl.xml.functions	2
openpyxl.compat.strings	5
openpyxl.worksheet.merge	1
openpyxl.packaging.relationship	5
openpyxl.descriptors.nested	3
openpyxl.descriptors.sequence	11
openpyxl.descriptors.namespace	1
openpyxl.styles.cell_style	7
openpyxl.styles.numbers	4
openpyxl.workbook._writer	36
openpyxl.descriptors.container	7
openpyxl.workbook.protection	2
openpyxl.worksheet.table	2
openpyxl.utils.escape	2
openpyxl.styles.fonts	4
openpyxl.worksheet.page	1

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	299	32.3%
gold	[1:9]	0	0.0%
yellow	[10:29]	0	0.0%
greenyellow	[30:49]	0	0.0%
lawngreen	50+	624	67.6%
All colors	923	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
25	586	openpyxl.worksheet._writer.WorksheetWriter.write_tables	call site: 00586	openpyxl.worksheet.filters.StringFilter.to_tree
21	357	openpyxl.utils.datetime.to_excel	call site: 00357	openpyxl.compat.strings.safe_string
17	470	openpyxl.worksheet.merge.MergeCell.__init__	call site: 00470	openpyxl.worksheet.filters.StringFilter.to_tree
17	500	openpyxl.packaging.relationship.RelationshipList.append	call site: 00500	openpyxl.worksheet.filters.StringFilter.to_tree
16	416	openpyxl.worksheet._writer.WorksheetWriter.write_tail	call site: 00416	openpyxl.worksheet.filters.StringFilter.to_tree
16	433	openpyxl.worksheet._writer.WorksheetWriter.write_tail	call site: 00433	openpyxl.worksheet.filters.StringFilter.to_tree
13	710	openpyxl.writer.excel.ExcelWriter._write_external_links	call site: 00710	openpyxl.packaging.manifest.Manifest.append
12	899	openpyxl.packaging.manifest.Manifest._write	call site: 00899	openpyxl.chart.plotarea.PlotArea.from_tree
10	524	openpyxl.worksheet._writer.WorksheetWriter.write_tail	call site: 00524	openpyxl.chart.plotarea.PlotArea.to_tree
10	660	openpyxl.writer.excel.ExcelWriter._write_worksheets	call site: 00660	openpyxl.packaging.manifest.Manifest.append
9	239	openpyxl.packaging.custom._CustomDocumentProperty.__init__	call site: 00239	openpyxl.packaging.custom._CustomDocumentPropertyList.to_tree
9	538	openpyxl.packaging.core.QualifiedDateTime.to_tree	call site: 00538	openpyxl.worksheet.filters.StringFilter.to_tree

Runtime coverage analysis

Covered functions

1153

Functions that are reachable but not covered

149

Reachable functions

363

Percentage of reachable functions covered

58.95%

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	5
openpyxl.utils.indexed_list	4
openpyxl.styles.alignment	1
openpyxl.styles.named_styles	17
openpyxl.worksheet.worksheet	17
openpyxl.workbook.child	2
openpyxl.worksheet.header_footer	2
openpyxl.worksheet.dimensions	11
openpyxl.worksheet.cell_range	6
openpyxl.utils.cell	13
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	3
openpyxl.chart.text	1
openpyxl.chart.chartspace	2
openpyxl.packaging.custom	12
openpyxl.chart.plotarea	7
openpyxl.worksheet.datavalidation	2
openpyxl.styles.stylesheet	32
openpyxl.packaging.workbook	3
openpyxl.chartsheet.chartsheet	5
openpyxl.styles.fills	7
openpyxl.worksheet.filters	14
openpyxl.comments.comment_sheet	8
openpyxl.worksheet.related	1
openpyxl.chart.series	1
openpyxl.packaging.manifest	25
openpyxl.descriptors.base	2
openpyxl.worksheet._writer	90
openpyxl.cell._writer	19
openpyxl.utils.datetime	9
openpyxl.compat.strings	5
openpyxl.xml.functions	2
openpyxl.worksheet.merge	1
openpyxl.packaging.relationship	5
openpyxl.descriptors.nested	3
openpyxl.descriptors.sequence	11
openpyxl.descriptors.namespace	1
openpyxl.styles.cell_style	7
openpyxl.styles.numbers	4
openpyxl.workbook._writer	36
openpyxl.descriptors.container	7
openpyxl.worksheet.table	2
openpyxl.utils.escape	2
openpyxl.workbook.protection	2
openpyxl.styles.fonts	4
openpyxl.chart.axis	2
openpyxl.worksheet.page	1

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	36.0%
gold	[1:9]	0	0.0%
yellow	[10:29]	0	0.0%
greenyellow	[30:49]	0	0.0%
lawngreen	50+	48	64.0%
All colors	75	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	34	...fuzz_cellutil.TestInput	call site: 00034	openpyxl.utils.cell.coordinate_from_string
5	61	...fuzz_cellutil.TestInput	call site: 00061	openpyxl.utils.cell.range_boundaries
5	68	...fuzz_cellutil.TestInput	call site: 00068	openpyxl.utils.cell.range_boundaries
2	1	...fuzz_cellutil.TestInput	call site: 00001	openpyxl.utils.cell.absolute_coordinate
2	25	openpyxl.utils.cell.range_boundaries	call site: 00025	openpyxl.utils.cell.get_column_letter
2	30	openpyxl.utils.cell.get_column_letter	call site: 00030	.range
1	9	...fuzz_cellutil.TestInput	call site: 00009	openpyxl.utils.cell.range_boundaries

Runtime coverage analysis

Covered functions

1153

Functions that are reachable but not covered

31

Reachable functions

38

Percentage of reachable functions covered

18.42%

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	25

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	335	33.2%
gold	[1:9]	0	0.0%
yellow	[10:29]	0	0.0%
greenyellow	[30:49]	0	0.0%
lawngreen	50+	673	66.7%
All colors	1008	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
25	672	openpyxl.worksheet._writer.WorksheetWriter.write_tables	call site: 00672	openpyxl.worksheet.filters.StringFilter.to_tree
21	397	openpyxl.utils.datetime.to_excel	call site: 00397	openpyxl.compat.strings.safe_string
17	510	openpyxl.worksheet.merge.MergeCell.__init__	call site: 00510	openpyxl.worksheet.filters.StringFilter.to_tree
17	540	openpyxl.packaging.relationship.RelationshipList.append	call site: 00540	openpyxl.worksheet.filters.StringFilter.to_tree
17	558	openpyxl.worksheet._writer.WorksheetWriter.write_tail	call site: 00558	openpyxl.worksheet.filters.StringFilter.to_tree
17	594	openpyxl.worksheet._writer.WorksheetWriter.write_tail	call site: 00594	openpyxl.worksheet.filters.StringFilter.to_tree
16	456	openpyxl.worksheet._writer.WorksheetWriter.write_tail	call site: 00456	openpyxl.worksheet.filters.StringFilter.to_tree
16	473	openpyxl.worksheet._writer.WorksheetWriter.write_tail	call site: 00473	openpyxl.worksheet.filters.StringFilter.to_tree
13	796	openpyxl.writer.excel.ExcelWriter._write_external_links	call site: 00796	openpyxl.packaging.manifest.Manifest.append
12	985	openpyxl.packaging.manifest.Manifest._write	call site: 00985	openpyxl.chart.plotarea.PlotArea.from_tree
10	746	openpyxl.writer.excel.ExcelWriter._write_worksheets	call site: 00746	openpyxl.packaging.manifest.Manifest.append
9	247	openpyxl.packaging.custom._CustomDocumentProperty.__init__	call site: 00247	openpyxl.packaging.custom._CustomDocumentPropertyList.to_tree

Runtime coverage analysis

Covered functions

1154

Functions that are reachable but not covered

152

Reachable functions

368

Percentage of reachable functions covered

58.7%

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	9
openpyxl.workbook.workbook	25
openpyxl.packaging.core	10
openpyxl.utils.indexed_list	4
openpyxl.styles.alignment	1
openpyxl.styles.named_styles	17
openpyxl.worksheet.worksheet	17
openpyxl.workbook.child	2
openpyxl.worksheet.header_footer	2
openpyxl.worksheet.dimensions	11
openpyxl.worksheet.cell_range	6
openpyxl.utils.cell	13
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	3
openpyxl.worksheet.filters	19
openpyxl.chart.text	1
openpyxl.styles.stylesheet	32
openpyxl.chart.plotarea	7
openpyxl.packaging.workbook	3
openpyxl.worksheet.related	1
openpyxl.comments.comment_sheet	8
openpyxl.chart.series	1
openpyxl.styles.fills	7
openpyxl.worksheet.datavalidation	2
openpyxl.packaging.manifest	25
openpyxl.packaging.custom	12
openpyxl.chartsheet.chartsheet	5
openpyxl.chart.chartspace	2
openpyxl.descriptors.base	2
openpyxl.worksheet._writer	90
openpyxl.cell._writer	19
openpyxl.utils.datetime	9
openpyxl.compat.strings	5
openpyxl.xml.functions	2
openpyxl.worksheet.merge	1
openpyxl.packaging.relationship	5
openpyxl.descriptors.sequence	9
openpyxl.descriptors.namespace	1
openpyxl.descriptors.nested	3
openpyxl.styles.cell_style	7
openpyxl.styles.numbers	4
openpyxl.workbook._writer	36
openpyxl.descriptors.container	7
openpyxl.worksheet.table	2
openpyxl.utils.escape	2
openpyxl.styles.fonts	4
openpyxl.chart.axis	2
openpyxl.workbook.protection	2
openpyxl.worksheet.page	1

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	352	34.0%
gold	[1:9]	0	0.0%
yellow	[10:29]	0	0.0%
greenyellow	[30:49]	0	0.0%
lawngreen	50+	682	65.9%
All colors	1034	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
25	686	openpyxl.worksheet._writer.WorksheetWriter.write_tables	call site: 00686	openpyxl.worksheet.filters.StringFilter.to_tree
22	452	openpyxl.worksheet._writer.WorksheetWriter.write_row	call site: 00452	openpyxl.cell._writer._set_attributes
17	530	openpyxl.worksheet.merge.MergeCell.__init__	call site: 00530	openpyxl.worksheet.filters.StringFilter.to_tree
17	560	openpyxl.packaging.relationship.RelationshipList.append	call site: 00560	openpyxl.worksheet.filters.StringFilter.to_tree
17	578	openpyxl.worksheet._writer.WorksheetWriter.write_tail	call site: 00578	openpyxl.worksheet.filters.StringFilter.to_tree
17	614	openpyxl.worksheet._writer.WorksheetWriter.write_tail	call site: 00614	openpyxl.worksheet.filters.StringFilter.to_tree
16	476	openpyxl.worksheet._writer.WorksheetWriter.write_tail	call site: 00476	openpyxl.worksheet.filters.StringFilter.to_tree
16	493	openpyxl.worksheet._writer.WorksheetWriter.write_tail	call site: 00493	openpyxl.worksheet.filters.StringFilter.to_tree
16	641	openpyxl.descriptors.sequence.ValueSequence.to_tree	call site: 00641	openpyxl.worksheet.filters.StringFilter.to_tree
15	143	...fuzz_sheet.TestInput	call site: 00143	openpyxl.workbook.workbook.Workbook.save
13	810	openpyxl.writer.excel.ExcelWriter._write_external_links	call site: 00810	openpyxl.packaging.manifest.Manifest.append
12	1011	openpyxl.packaging.manifest.Manifest._write	call site: 01011	openpyxl.chart.plotarea.PlotArea.from_tree

Runtime coverage analysis

Covered functions

1153

Functions that are reachable but not covered

167

Reachable functions

381

Percentage of reachable functions covered

56.17%

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	19
openpyxl.workbook.workbook	25
openpyxl.packaging.core	5
openpyxl.utils.indexed_list	4
openpyxl.styles.alignment	1
openpyxl.styles.named_styles	17
openpyxl.worksheet.worksheet	17
openpyxl.workbook.child	2
openpyxl.worksheet.header_footer	2
openpyxl.worksheet.dimensions	11
openpyxl.worksheet.cell_range	6
openpyxl.utils.cell	13
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	3
openpyxl.chartsheet.chartsheet	5
openpyxl.chart.series	1
openpyxl.worksheet.related	1
openpyxl.worksheet.filters	18
openpyxl.packaging.manifest	25
openpyxl.styles.stylesheet	32
openpyxl.chart.chartspace	2
openpyxl.chart.text	1
openpyxl.chart.plotarea	7
openpyxl.worksheet.datavalidation	2
openpyxl.packaging.custom	12
openpyxl.styles.fills	7
openpyxl.comments.comment_sheet	8
openpyxl.packaging.workbook	3
openpyxl.descriptors.base	2
openpyxl.worksheet._writer	89
openpyxl.cell._writer	19
openpyxl.utils.datetime	9
openpyxl.xml.functions	2
openpyxl.compat.strings	5
openpyxl.worksheet.merge	1
openpyxl.packaging.relationship	5
openpyxl.descriptors.sequence	9
openpyxl.descriptors.namespace	1
openpyxl.descriptors.nested	3
openpyxl.styles.cell_style	7
openpyxl.styles.numbers	4
openpyxl.workbook._writer	36
openpyxl.descriptors.container	7
openpyxl.chart.axis	5
openpyxl.styles.fonts	7
openpyxl.worksheet.table	2
openpyxl.utils.escape	2
openpyxl.workbook.protection	5
openpyxl.worksheet.page	1

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
openpyxl.reader.excel.ExcelReader.read_worksheets	openpyxl.reader.excel	1	['N/A']	5	0	9	6	5	203	2	665	335
openpyxl.descriptors.sequence.Sequence.__set__	openpyxl.descriptors.sequence	3	['N/A', 'N/A', 'N/A']	3	0	1	2	4	46	0	145	89
openpyxl.drawing.spreadsheet_drawing.SpreadsheetDrawing._write	openpyxl.drawing.spreadsheet_drawing	1	['N/A']	4	0	7	5	5	75	0	241	80
openpyxl.reader.workbook.WorkbookParser.assign_names	openpyxl.reader.workbook	1	['N/A']	3	0	3	4	5	23	2	78	48

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

Functions statically reachable by fuzzers

329 / 1248

Cyclomatic complexity statically reachable by fuzzers

1125 / 4028

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	Runtime reached by Fuzzers	Combined 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

This sections provides heuristics that can be used as input to a fuzz engine when running a given fuzz target. The current focus is on providing input that is usable by libFuzzer.

/src/fuzz_formulae.py

Dictionary

Use this with the libFuzzer -dict=DICT.file flag

Fuzzer function priority

Use one of these functions as input to libfuzzer with flag: -focus_function name

-focus_function=['openpyxl.utils.cell.get_column_letter', '...fuzz_formulae.TestInput', 'openpyxl.formula.translate.Translator.translate_row', 'openpyxl.formula.translate.Translator.translate_range', 'openpyxl.formula.tokenizer.Tokenizer._parse']

/src/fuzz_load.py

Dictionary

Use this with the libFuzzer -dict=DICT.file flag

Fuzzer function priority

Use one of these functions as input to libfuzzer with flag: -focus_function name

-focus_function=['...fuzz_load.TestInput']

/src/fuzz_basic.py

Dictionary

Use this with the libFuzzer -dict=DICT.file flag

Fuzzer function priority

Use one of these functions as input to libfuzzer with flag: -focus_function name

-focus_function=['openpyxl.worksheet._writer.WorksheetWriter.write_tables', 'openpyxl.utils.datetime.to_excel', 'openpyxl.worksheet.merge.MergeCell.__init__', 'openpyxl.packaging.relationship.RelationshipList.append', 'openpyxl.worksheet._writer.WorksheetWriter.write_tail', 'openpyxl.writer.excel.ExcelWriter.write_data', 'openpyxl.writer.excel.ExcelWriter._write_external_links']

/src/fuzz_chart.py

Dictionary

Use this with the libFuzzer -dict=DICT.file flag

Fuzzer function priority

Use one of these functions as input to libfuzzer with flag: -focus_function name

-focus_function=['openpyxl.worksheet._writer.WorksheetWriter.write_tables', 'openpyxl.worksheet._writer.WorksheetWriter.write_row', 'openpyxl.worksheet.merge.MergeCell.__init__', 'openpyxl.packaging.relationship.RelationshipList.append', 'openpyxl.worksheet._writer.WorksheetWriter.write_tail', 'openpyxl.writer.excel.ExcelWriter.write_data', 'openpyxl.writer.excel.ExcelWriter._write_external_links', 'openpyxl.packaging.manifest.Manifest._write', 'openpyxl.chart.line_chart.LineChart3D.__init__']

/src/fuzz_comment.py

Dictionary

Use this with the libFuzzer -dict=DICT.file flag

Fuzzer function priority

Use one of these functions as input to libfuzzer with flag: -focus_function name

-focus_function=['openpyxl.worksheet._writer.WorksheetWriter.write_tables', 'openpyxl.utils.datetime.to_excel', 'openpyxl.worksheet.merge.MergeCell.__init__', 'openpyxl.packaging.relationship.RelationshipList.append', 'openpyxl.worksheet._writer.WorksheetWriter.write_tail', 'openpyxl.writer.excel.ExcelWriter._write_external_links', 'openpyxl.packaging.manifest.Manifest._write', 'openpyxl.writer.excel.ExcelWriter._write_worksheets']

/src/fuzz_cellutil.py

Dictionary

Use this with the libFuzzer -dict=DICT.file flag

Fuzzer function priority

Use one of these functions as input to libfuzzer with flag: -focus_function name

-focus_function=['openpyxl.utils.cell.range_boundaries', '...fuzz_cellutil.TestInput', 'openpyxl.utils.cell.get_column_letter']

/src/fuzz_sort.py

Dictionary

Use this with the libFuzzer -dict=DICT.file flag

Fuzzer function priority

Use one of these functions as input to libfuzzer with flag: -focus_function name

-focus_function=['openpyxl.worksheet._writer.WorksheetWriter.write_tables', 'openpyxl.utils.datetime.to_excel', 'openpyxl.worksheet.merge.MergeCell.__init__', 'openpyxl.packaging.relationship.RelationshipList.append', 'openpyxl.worksheet._writer.WorksheetWriter.write_tail', 'openpyxl.writer.excel.ExcelWriter._write_external_links', 'openpyxl.packaging.manifest.Manifest._write']

/src/fuzz_sheet.py

Dictionary

Use this with the libFuzzer -dict=DICT.file flag

Fuzzer function priority

Use one of these functions as input to libfuzzer with flag: -focus_function name

-focus_function=['openpyxl.worksheet._writer.WorksheetWriter.write_tables', 'openpyxl.worksheet._writer.WorksheetWriter.write_row', 'openpyxl.worksheet.merge.MergeCell.__init__', 'openpyxl.packaging.relationship.RelationshipList.append', 'openpyxl.worksheet._writer.WorksheetWriter.write_tail', 'openpyxl.descriptors.sequence.ValueSequence.to_tree', '...fuzz_sheet.TestInput']

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
tree.remove	324	99	30.55%	['fuzz_formulae', 'fuzz_sort', 'fuzz_comment', 'fuzz_chart', 'fuzz_cellutil', 'fuzz_basic', 'fuzz_sheet', 'fuzz_load']
d.pop	31	13	41.93%	['fuzz_formulae', 'fuzz_sort', 'fuzz_comment', 'fuzz_chart', 'fuzz_cellutil', 'fuzz_basic', 'fuzz_sheet', 'fuzz_load']
openpyxl.cell._writer.lxml_write_cell	35	2	5.714%	['fuzz_formulae', 'fuzz_sort', 'fuzz_comment', 'fuzz_chart', 'fuzz_cellutil', 'fuzz_basic', 'fuzz_sheet', 'fuzz_load']
openpyxl.pivot.cache.CacheHierarchy.__init__	35	10	28.57%	['fuzz_formulae', 'fuzz_sort', 'fuzz_comment', 'fuzz_chart', 'fuzz_cellutil', 'fuzz_basic', 'fuzz_sheet', 'fuzz_load']
l.append	42	15	35.71%	['fuzz_formulae', 'fuzz_sort', 'fuzz_comment', 'fuzz_chart', 'fuzz_cellutil', 'fuzz_basic', 'fuzz_sheet', 'fuzz_load']

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

Directories in report

Directory