High level conclusions

Fuzzers reach 70.64% code coverage.

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.

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.

Reachability and coverage overview

Functions statically reachable by fuzzers

236 / 1247

Cyclomatic complexity statically reachable by fuzzers

798 / 4022

Runtime code coverage of functions

881 / 1247

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	15	23.4%
gold	[1:9]	0	0.0%
yellow	[10:29]	0	0.0%
greenyellow	[30:49]	0	0.0%
lawngreen	50+	49	76.5%
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	17	openpyxl.formula.tokenizer.Tokenizer._parse	call site: 00017	openpyxl.formula.translate.Translator.__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
1	28	openpyxl.formula.translate.Translator.__init__	call site: 00028	openpyxl.formula.translate.Translator.translate_formula

Runtime coverage analysis

Covered functions

1121

Functions that are reachable but not covered

25

Reachable functions

41

Percentage of reachable functions covered

39.02%

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_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	403	41.6%
gold	[1:9]	0	0.0%
yellow	[10:29]	0	0.0%
greenyellow	[30:49]	0	0.0%
lawngreen	50+	565	58.3%
All colors	968	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	617	openpyxl.worksheet._writer.WorksheetWriter.write_tables	call site: 00617	openpyxl.worksheet.filters.StringFilter.to_tree
22	382	openpyxl.worksheet._writer.WorksheetWriter.write_row	call site: 00382	openpyxl.cell._writer._set_attributes
20	145	openpyxl.styles.fills.PatternFill.to_tree	call site: 00145	openpyxl.chartsheet.chartsheet.Chartsheet.to_tree
17	460	openpyxl.worksheet.merge.MergeCell.__init__	call site: 00460	openpyxl.worksheet.filters.StringFilter.to_tree
17	491	openpyxl.packaging.relationship.RelationshipList.append	call site: 00491	openpyxl.worksheet.filters.StringFilter.to_tree
17	509	openpyxl.worksheet._writer.WorksheetWriter.write_tail	call site: 00509	openpyxl.worksheet.filters.StringFilter.to_tree
17	545	openpyxl.worksheet._writer.WorksheetWriter.write_tail	call site: 00545	openpyxl.worksheet.filters.StringFilter.to_tree
16	406	openpyxl.worksheet._writer.WorksheetWriter.write_tail	call site: 00406	openpyxl.worksheet.filters.StringFilter.to_tree
16	423	openpyxl.worksheet._writer.WorksheetWriter.write_tail	call site: 00423	openpyxl.worksheet.filters.StringFilter.to_tree
15	575	openpyxl.descriptors.sequence.ValueSequence.to_tree	call site: 00575	openpyxl.worksheet.filters.StringFilter.to_tree
13	746	openpyxl.writer.excel.ExcelWriter._write_external_links	call site: 00746	openpyxl.packaging.manifest.Manifest.append
12	5	...fuzz_basic.TestInput	call site: 00005	fdp.ConsumeIntInRange

Runtime coverage analysis

Covered functions

1121

Functions that are reachable but not covered

157

Reachable functions

354

Percentage of reachable functions covered

55.65%

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	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.manifest	25
openpyxl.chart.plotarea	7
openpyxl.chart.series	1
openpyxl.comments.comment_sheet	8
openpyxl.chart.chartspace	2
openpyxl.worksheet.filters	17
openpyxl.styles.fills	7
openpyxl.packaging.custom	12
openpyxl.chartsheet.chartsheet	5
openpyxl.worksheet.datavalidation	2
openpyxl.worksheet.related	1
openpyxl.chart.text	1
openpyxl.styles.stylesheet	32
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.packaging.core	4
openpyxl.descriptors.sequence	9
openpyxl.descriptors.namespace	1
openpyxl.descriptors.nested	3
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.worksheet.table	2
openpyxl.utils.escape	2
openpyxl.worksheet.page	1
openpyxl.chart.axis	2
openpyxl.workbook.protection	2
openpyxl.styles.fonts	4

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	393	39.1%
gold	[1:9]	0	0.0%
yellow	[10:29]	0	0.0%
greenyellow	[30:49]	0	0.0%
lawngreen	50+	610	60.8%
All colors	1003	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	667	openpyxl.worksheet._writer.WorksheetWriter.write_tables	call site: 00667	openpyxl.worksheet.filters.StringFilter.to_tree
21	392	openpyxl.utils.datetime.to_excel	call site: 00392	openpyxl.compat.strings.safe_string
20	198	openpyxl.writer.excel.ExcelWriter.write_data	call site: 00198	openpyxl.worksheet.filters.StringFilter.to_tree
17	505	openpyxl.worksheet.merge.MergeCell.__init__	call site: 00505	openpyxl.worksheet.filters.StringFilter.to_tree
17	535	openpyxl.packaging.relationship.RelationshipList.append	call site: 00535	openpyxl.worksheet.filters.StringFilter.to_tree
17	553	openpyxl.worksheet._writer.WorksheetWriter.write_tail	call site: 00553	openpyxl.worksheet.filters.StringFilter.to_tree
17	589	openpyxl.worksheet._writer.WorksheetWriter.write_tail	call site: 00589	openpyxl.worksheet.filters.StringFilter.to_tree
16	451	openpyxl.worksheet._writer.WorksheetWriter.write_tail	call site: 00451	openpyxl.worksheet.filters.StringFilter.to_tree
16	468	openpyxl.worksheet._writer.WorksheetWriter.write_tail	call site: 00468	openpyxl.worksheet.filters.StringFilter.to_tree
13	791	openpyxl.writer.excel.ExcelWriter._write_external_links	call site: 00791	openpyxl.packaging.manifest.Manifest.append
12	980	openpyxl.packaging.manifest.Manifest._write	call site: 00980	openpyxl.chart.plotarea.PlotArea.from_tree
11	644	openpyxl.descriptors.sequence.NestedSequence.to_tree	call site: 00644	openpyxl.worksheet.filters.StringFilter.to_tree

Runtime coverage analysis

Covered functions

1121

Functions that are reachable but not covered

157

Reachable functions

367

Percentage of reachable functions covered

57.22%

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	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.styles.fills	7
openpyxl.comments.comment_sheet	8
openpyxl.chart.chartspace	2
openpyxl.packaging.manifest	25
openpyxl.chart.series	1
openpyxl.chart.plotarea	7
openpyxl.packaging.custom	12
openpyxl.worksheet.related	1
openpyxl.chart.text	1
openpyxl.worksheet.filters	14
openpyxl.worksheet.datavalidation	2
openpyxl.chartsheet.chartsheet	5
openpyxl.styles.stylesheet	32
openpyxl.packaging.workbook	3
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	5
openpyxl.descriptors.sequence	9
openpyxl.descriptors.namespace	1
openpyxl.styles.cell_style	7
openpyxl.styles.numbers	4
openpyxl.workbook._writer	36
openpyxl.descriptors.container	7
openpyxl.chart.axis	2
openpyxl.worksheet.page	1
openpyxl.worksheet.table	2
openpyxl.utils.escape	2
openpyxl.styles.fonts	4
openpyxl.workbook.protection	2

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	432	40.2%
gold	[1:9]	0	0.0%
yellow	[10:29]	0	0.0%
greenyellow	[30:49]	0	0.0%
lawngreen	50+	641	59.7%
All colors	1073	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
26	735	openpyxl.worksheet._writer.WorksheetWriter.write_tables	call site: 00735	openpyxl.descriptors.serialisable.Serialisable.to_tree
22	480	openpyxl.utils.datetime.to_excel	call site: 00480	openpyxl.compat.strings.safe_string
22	701	openpyxl.worksheet._writer.WorksheetWriter.write_tail	call site: 00701	openpyxl.descriptors.serialisable.Serialisable.to_tree
18	249	openpyxl.packaging.workbook.WorkbookPackage.to_tree	call site: 00249	openpyxl.descriptors.serialisable.Serialisable.to_tree
18	594	openpyxl.worksheet.merge.MergeCell.__init__	call site: 00594	openpyxl.descriptors.serialisable.Serialisable.to_tree
18	625	openpyxl.packaging.relationship.RelationshipList.append	call site: 00625	openpyxl.descriptors.serialisable.Serialisable.to_tree
18	644	openpyxl.worksheet._writer.WorksheetWriter.write_tail	call site: 00644	openpyxl.descriptors.serialisable.Serialisable.to_tree
18	682	openpyxl.worksheet._writer.WorksheetWriter.write_tail	call site: 00682	openpyxl.descriptors.serialisable.Serialisable.to_tree
17	537	openpyxl.worksheet._writer.WorksheetWriter.write_tail	call site: 00537	openpyxl.descriptors.serialisable.Serialisable.to_tree
17	555	openpyxl.worksheet._writer.WorksheetWriter.write_tail	call site: 00555	openpyxl.descriptors.serialisable.Serialisable.to_tree
13	860	openpyxl.writer.excel.ExcelWriter._write_external_links	call site: 00860	openpyxl.packaging.manifest.Manifest.append
12	1049	openpyxl.packaging.manifest.Manifest._write	call site: 01049	openpyxl.chart.plotarea.PlotArea.from_tree

Runtime coverage analysis

Covered functions

1121

Functions that are reachable but not covered

157

Reachable functions

369

Percentage of reachable functions covered

57.45%

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	12
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	82
openpyxl.packaging.extended	3
openpyxl.descriptors.serialisable	35
openpyxl.descriptors.namespace	1
openpyxl.compat.strings	5
openpyxl.descriptors.sequence	11
openpyxl.chartsheet.chartsheet	5
openpyxl.packaging.manifest	25
openpyxl.descriptors.nested	3
openpyxl.chart.text	1
openpyxl.chart.series	1
openpyxl.comments.comment_sheet	8
openpyxl.packaging.custom	12
openpyxl.styles.fills	9
openpyxl.chart.plotarea	7
openpyxl.worksheet.datavalidation	2
openpyxl.packaging.workbook	3
openpyxl.worksheet.filters	21
openpyxl.styles.stylesheet	32
openpyxl.worksheet.related	1
openpyxl.chart.chartspace	2
openpyxl.descriptors.base	2
openpyxl.worksheet._writer	90
openpyxl.cell._writer	20
openpyxl.utils.datetime	9
openpyxl.xml.functions	4
openpyxl.worksheet.merge	1
openpyxl.packaging.relationship	5
openpyxl.styles.cell_style	7
openpyxl.styles.numbers	4
openpyxl.workbook._writer	36
openpyxl.descriptors.container	7
openpyxl.worksheet.page	1
openpyxl.worksheet.table	2
openpyxl.utils.escape	2
openpyxl.workbook.protection	2
openpyxl.styles.fonts	4
openpyxl.chart.axis	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	441	39.5%
gold	[1:9]	0	0.0%
yellow	[10:29]	0	0.0%
greenyellow	[30:49]	0	0.0%
lawngreen	50+	673	60.4%
All colors	1114	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	778	openpyxl.worksheet._writer.WorksheetWriter.write_tables	call site: 00778	openpyxl.worksheet.filters.StringFilter.to_tree
22	528	openpyxl.worksheet._writer.WorksheetWriter.write_row	call site: 00528	openpyxl.cell._writer._set_attributes
17	606	openpyxl.worksheet.merge.MergeCell.__init__	call site: 00606	openpyxl.worksheet.filters.StringFilter.to_tree
17	636	openpyxl.packaging.relationship.RelationshipList.append	call site: 00636	openpyxl.worksheet.filters.StringFilter.to_tree
17	654	openpyxl.worksheet._writer.WorksheetWriter.write_tail	call site: 00654	openpyxl.worksheet.filters.StringFilter.to_tree
17	690	openpyxl.worksheet._writer.WorksheetWriter.write_tail	call site: 00690	openpyxl.worksheet.filters.StringFilter.to_tree
16	552	openpyxl.worksheet._writer.WorksheetWriter.write_tail	call site: 00552	openpyxl.worksheet.filters.StringFilter.to_tree
16	569	openpyxl.worksheet._writer.WorksheetWriter.write_tail	call site: 00569	openpyxl.worksheet.filters.StringFilter.to_tree
13	205	openpyxl.chart.data_source.AxDataSource.__init__	call site: 00205	openpyxl.chart._chart.ChartBase.set_categories
13	743	openpyxl.packaging.core.NestedDateTime.to_tree	call site: 00743	openpyxl.descriptors.sequence.NestedSequence.to_tree
13	902	openpyxl.writer.excel.ExcelWriter._write_external_links	call site: 00902	openpyxl.packaging.manifest.Manifest.append
12	1091	openpyxl.packaging.manifest.Manifest._write	call site: 01091	openpyxl.chart.plotarea.PlotArea.from_tree

Runtime coverage analysis

Covered functions

1120

Functions that are reachable but not covered

168

Reachable functions

409

Percentage of reachable functions covered

58.92%

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	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	12
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.worksheet.related	1
openpyxl.chart.text	1
openpyxl.worksheet.filters	16
openpyxl.worksheet.datavalidation	2
openpyxl.comments.comment_sheet	8
openpyxl.styles.stylesheet	32
openpyxl.chart.plotarea	7
openpyxl.styles.fills	9
openpyxl.packaging.custom	12
openpyxl.chart.chartspace	2
openpyxl.packaging.manifest	25
openpyxl.packaging.workbook	3
openpyxl.descriptors.base	2
openpyxl.worksheet._writer	91
openpyxl.cell._writer	20
openpyxl.utils.datetime	9
openpyxl.xml.functions	4
openpyxl.compat.strings	5
openpyxl.worksheet.merge	1
openpyxl.packaging.relationship	5
openpyxl.descriptors.nested	3
openpyxl.descriptors.sequence	13
openpyxl.descriptors.namespace	1
openpyxl.styles.cell_style	7
openpyxl.styles.numbers	4
openpyxl.workbook._writer	36
openpyxl.descriptors.container	7
openpyxl.styles.fonts	4
openpyxl.worksheet.table	2
openpyxl.utils.escape	2
openpyxl.worksheet.page	1
openpyxl.workbook.protection	2

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	413	40.2%
gold	[1:9]	0	0.0%
yellow	[10:29]	0	0.0%
greenyellow	[30:49]	0	0.0%
lawngreen	50+	613	59.7%
All colors	1026	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	690	openpyxl.worksheet._writer.WorksheetWriter.write_tables	call site: 00690	openpyxl.worksheet.filters.StringFilter.to_tree
21	415	openpyxl.utils.datetime.to_excel	call site: 00415	openpyxl.compat.strings.safe_string
19	197	openpyxl.styles.stylesheet.Stylesheet.to_tree	call site: 00197	openpyxl.styles.fills.PatternFill.to_tree
17	528	openpyxl.worksheet.merge.MergeCell.__init__	call site: 00528	openpyxl.worksheet.filters.StringFilter.to_tree
17	558	openpyxl.packaging.relationship.RelationshipList.append	call site: 00558	openpyxl.worksheet.filters.StringFilter.to_tree
17	576	openpyxl.worksheet._writer.WorksheetWriter.write_tail	call site: 00576	openpyxl.worksheet.filters.StringFilter.to_tree
17	612	openpyxl.worksheet._writer.WorksheetWriter.write_tail	call site: 00612	openpyxl.worksheet.filters.StringFilter.to_tree
16	474	openpyxl.worksheet._writer.WorksheetWriter.write_tail	call site: 00474	openpyxl.worksheet.filters.StringFilter.to_tree
16	491	openpyxl.worksheet._writer.WorksheetWriter.write_tail	call site: 00491	openpyxl.worksheet.filters.StringFilter.to_tree
13	814	openpyxl.writer.excel.ExcelWriter._write_external_links	call site: 00814	openpyxl.packaging.manifest.Manifest.append
12	1003	openpyxl.packaging.manifest.Manifest._write	call site: 01003	openpyxl.chart.plotarea.PlotArea.from_tree
11	630	openpyxl.worksheet._writer.WorksheetWriter.write_tail	call site: 00630	openpyxl.worksheet.filters.StringFilter.to_tree

Runtime coverage analysis

Covered functions

1120

Functions that are reachable but not covered

165

Reachable functions

377

Percentage of reachable functions covered

56.23%

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	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.related	1
openpyxl.worksheet.filters	16
openpyxl.packaging.manifest	25
openpyxl.comments.comment_sheet	8
openpyxl.styles.stylesheet	32
openpyxl.chartsheet.chartsheet	5
openpyxl.chart.plotarea	7
openpyxl.chart.chartspace	2
openpyxl.packaging.custom	12
openpyxl.styles.fills	7
openpyxl.worksheet.datavalidation	2
openpyxl.chart.series	1
openpyxl.packaging.workbook	3
openpyxl.chart.text	1
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.chart.axis	2
openpyxl.workbook.protection	2
openpyxl.worksheet.table	2
openpyxl.utils.escape	2
openpyxl.styles.fonts	4
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	36	48.0%
gold	[1:9]	0	0.0%
yellow	[10:29]	0	0.0%
greenyellow	[30:49]	0	0.0%
lawngreen	50+	39	52.0%
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
7	34	...fuzz_cellutil.TestInput	call site: 00034	openpyxl.utils.cell.coordinate_to_tuple
7	59	...fuzz_cellutil.TestInput	call site: 00059	openpyxl.utils.cell.range_to_tuple
5	12	openpyxl.utils.cell.range_boundaries	call site: 00012	.all
5	68	...fuzz_cellutil.TestInput	call site: 00068	openpyxl.utils.cell.range_boundaries
4	53	openpyxl.utils.cell.get_column_interval	call site: 00053	openpyxl.utils.cell.get_column_letter
3	44	openpyxl.utils.cell.coordinate_to_tuple	call site: 00044	openpyxl.utils.cell.get_column_interval
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

1121

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_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	2	...fuzz_load.TestInput	call site: 00002	openpyxl.load_workbook

Runtime coverage analysis

Covered functions

1121

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

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']	9	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	73	0	235	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

332 / 1247

Cyclomatic complexity statically reachable by fuzzers

1137 / 4022

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.tokenizer.Tokenizer._parse', 'openpyxl.formula.translate.Translator.translate_row', 'openpyxl.formula.translate.Translator.translate_range', 'openpyxl.formula.translate.Translator.__init__']

/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.worksheet._writer.WorksheetWriter.write_row', 'openpyxl.styles.fills.PatternFill.to_tree', 'openpyxl.worksheet.merge.MergeCell.__init__', 'openpyxl.packaging.relationship.RelationshipList.append', 'openpyxl.worksheet._writer.WorksheetWriter.write_tail', 'openpyxl.descriptors.sequence.ValueSequence.to_tree']

/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.writer.excel.ExcelWriter.write_data', 'openpyxl.worksheet.merge.MergeCell.__init__', 'openpyxl.packaging.relationship.RelationshipList.append', 'openpyxl.worksheet._writer.WorksheetWriter.write_tail', 'openpyxl.writer.excel.ExcelWriter._write_external_links']

/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._writer.WorksheetWriter.write_tail', 'openpyxl.packaging.workbook.WorkbookPackage.to_tree', 'openpyxl.worksheet.merge.MergeCell.__init__', 'openpyxl.packaging.relationship.RelationshipList.append']

/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.chart.data_source.AxDataSource.__init__', 'openpyxl.packaging.core.NestedDateTime.to_tree']

/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.utils.datetime.to_excel', 'openpyxl.styles.stylesheet.Stylesheet.to_tree', 'openpyxl.worksheet.merge.MergeCell.__init__', 'openpyxl.packaging.relationship.RelationshipList.append', 'openpyxl.worksheet._writer.WorksheetWriter.write_tail', 'openpyxl.writer.excel.ExcelWriter._write_external_links']

/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=['...fuzz_cellutil.TestInput', 'openpyxl.utils.cell.range_boundaries', 'openpyxl.utils.cell.get_column_interval', 'openpyxl.utils.cell.coordinate_to_tuple', 'openpyxl.utils.cell.get_column_letter']

/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']

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_comment', 'fuzz_basic', 'fuzz_chart', 'fuzz_cellutil', 'fuzz_sort', 'fuzz_load', 'fuzz_formulae', 'fuzz_sheet']
openpyxl.cell._writer.lxml_write_cell	35	2	5.714%	['fuzz_comment', 'fuzz_basic', 'fuzz_chart', 'fuzz_cellutil', 'fuzz_sort', 'fuzz_load', 'fuzz_formulae', 'fuzz_sheet']
d.pop	31	13	41.93%	['fuzz_comment', 'fuzz_basic', 'fuzz_chart', 'fuzz_cellutil', 'fuzz_sort', 'fuzz_load', 'fuzz_formulae', 'fuzz_sheet']
t.start	38	20	52.63%	['fuzz_formulae']
openpyxl.pivot.cache.CacheHierarchy.__init__	35	10	28.57%	['fuzz_comment', 'fuzz_basic', 'fuzz_chart', 'fuzz_cellutil', 'fuzz_sort', 'fuzz_load', 'fuzz_formulae', 'fuzz_sheet']
openpyxl.writer.excel.ExcelWriter._write_worksheets	34	16	47.05%	['fuzz_comment', 'fuzz_basic', 'fuzz_chart', 'fuzz_cellutil', 'fuzz_sort', 'fuzz_load', 'fuzz_formulae', 'fuzz_sheet']
...fuzz_sheet.TestInput	31	14	45.16%	['fuzz_sheet']

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

Directories in report

Directory