High level conclusions

Fuzzers reach 56.74% code coverage.

Fuzzer fuzz_cellutil is blocked:

The runtime code coverage of fuzz_cellutil covers 15.78% 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

226 / 1246

Cyclomatic complexity statically reachable by fuzzers

762 / 4019

Runtime code coverage of functions

707 / 1246

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_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	444	40.3%
gold	[1:9]	0	0.0%
yellow	[10:29]	0	0.0%
greenyellow	[30:49]	0	0.0%
lawngreen	50+	657	59.6%
All colors	1101	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
39	466	openpyxl.worksheet._writer.WorksheetWriter.write_row	call site: 00466	openpyxl.cell._writer._set_attributes
32	960	openpyxl.workbook._writer.WorkbookWriter.write_root_rels	call site: 00960	openpyxl.descriptors.container.ElementList.from_tree
25	753	openpyxl.worksheet._writer.WorksheetWriter.write_tables	call site: 00753	openpyxl.worksheet.filters.StringFilter.to_tree
20	594	openpyxl.worksheet._writer.WorksheetWriter.write_tail	call site: 00594	openpyxl.worksheet.filters.StringFilter.to_tree
17	627	openpyxl.packaging.relationship.RelationshipList.append	call site: 00627	openpyxl.worksheet.filters.StringFilter.to_tree
17	645	openpyxl.worksheet._writer.WorksheetWriter.write_tail	call site: 00645	openpyxl.worksheet.filters.StringFilter.to_tree
17	681	openpyxl.worksheet._writer.WorksheetWriter.write_tail	call site: 00681	openpyxl.worksheet.filters.StringFilter.to_tree
16	327	openpyxl.writer.excel.ExcelWriter.write_data	call site: 00327	openpyxl.packaging.custom.CustomPropertyList.to_tree
16	543	openpyxl.worksheet._writer.WorksheetWriter.write_tail	call site: 00543	openpyxl.worksheet.filters.StringFilter.to_tree
16	560	openpyxl.worksheet._writer.WorksheetWriter.write_tail	call site: 00560	openpyxl.worksheet.filters.StringFilter.to_tree
14	722	openpyxl.descriptors.sequence.ValueSequence.to_tree	call site: 00722	openpyxl.worksheet.filters.StringFilter.to_tree
13	304	openpyxl.writer.excel.ExcelWriter.write_data	call site: 00304	openpyxl.worksheet.filters.StringFilter.to_tree

Runtime coverage analysis

Covered functions

940

Functions that are reachable but not covered

179

Reachable functions

411

Percentage of reachable functions covered

56.45%

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_chart	20
openpyxl.workbook.workbook	26
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	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	7
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.packaging.manifest	25
openpyxl.packaging.custom	12
openpyxl.chart.plotarea	7
openpyxl.styles.fills	7
openpyxl.worksheet.datavalidation	2
openpyxl.worksheet.related	1
openpyxl.chart.text	1
openpyxl.styles.stylesheet	32
openpyxl.chart.chartspace	2
openpyxl.packaging.workbook	3
openpyxl.worksheet.filters	13
openpyxl.comments.comment_sheet	8
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.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.worksheet.page	1
openpyxl.workbook.protection	5
openpyxl.styles.fonts	7

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

941

Functions that are reachable but not covered

5

Reachable functions

5

Percentage of reachable functions covered

0.0%

NB: The sum of covered functions and functions that are reachable but not covered need not be equal to Reachable functions . This is because the reachability analysis is an approximation and thus at runtime some functions may be covered that are not included in the reachability analysis. This is a limitation of our static analysis capabilities.

Warning: The number of covered functions are larger than the number of reachable functions. This means that there are more functions covered at runtime than are extracted using static analysis. This is likely a result of the static analysis component failing to extract the right call graph or the coverage runtime being compiled with sanitizers in code that the static analysis has not analysed. This can happen if lto/gold is not used in all places that coverage instrumentation is used.

Function name	source code lines	source lines hit	percentage hit

Files reached

filename	functions hit
/	1
...fuzz_load	4

Fuzzer: fuzz_cellutil

Call tree

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

Call tree overview bitmap:

The distribution of callsites in terms of coloring is

Color	Runtime hitcount	Callsite count	Percentage
red	0	44	58.6%
gold	[1:9]	0	0.0%
yellow	[10:29]	0	0.0%
greenyellow	[30:49]	0	0.0%
lawngreen	50+	31	41.3%
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
13	44	openpyxl.utils.cell.coordinate_to_tuple	call site: 00044	openpyxl.utils.cell.get_column_interval
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	23	openpyxl.utils.cell.range_boundaries	call site: 00023	openpyxl.utils.cell.column_index_from_string
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

941

Functions that are reachable but not covered

32

Reachable functions

38

Percentage of reachable functions covered

15.79%

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_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	393	41.4%
gold	[1:9]	0	0.0%
yellow	[10:29]	0	0.0%
greenyellow	[30:49]	0	0.0%
lawngreen	50+	555	58.5%
All colors	948	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
39	365	openpyxl.worksheet._writer.WorksheetWriter.write_row	call site: 00365	openpyxl.cell._writer._set_attributes
25	612	openpyxl.worksheet._writer.WorksheetWriter.write_tables	call site: 00612	openpyxl.worksheet.filters.StringFilter.to_tree
23	834	openpyxl.styles.fonts.Font.from_tree	call site: 00834	openpyxl.workbook.protection.WorkbookProtection.from_tree
20	493	openpyxl.worksheet._writer.WorksheetWriter.write_tail	call site: 00493	openpyxl.worksheet.filters.StringFilter.to_tree
17	526	openpyxl.packaging.relationship.RelationshipList.append	call site: 00526	openpyxl.worksheet.filters.StringFilter.to_tree
17	574	openpyxl.descriptors.sequence.MultiSequence.to_tree	call site: 00574	openpyxl.descriptors.sequence.NestedSequence.to_tree
16	258	openpyxl.writer.excel.ExcelWriter.write_data	call site: 00258	openpyxl.packaging.custom.CustomPropertyList.to_tree
16	442	openpyxl.worksheet._writer.WorksheetWriter.write_tail	call site: 00442	openpyxl.worksheet.filters.StringFilter.to_tree
16	459	openpyxl.worksheet._writer.WorksheetWriter.write_tail	call site: 00459	openpyxl.worksheet.filters.StringFilter.to_tree
13	736	openpyxl.writer.excel.ExcelWriter._write_external_links	call site: 00736	openpyxl.packaging.manifest.Manifest.append
12	925	openpyxl.packaging.manifest.Manifest._write	call site: 00925	openpyxl.styles.fonts.Font.from_tree
11	149	...fuzz_sheet.TestInput	call site: 00149	openpyxl.workbook.workbook.Workbook.save

Runtime coverage analysis

Covered functions

940

Functions that are reachable but not covered

177

Reachable functions

376

Percentage of reachable functions covered

52.93%

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.worksheet.filters	16
openpyxl.chart.text	1
openpyxl.worksheet.related	1
openpyxl.packaging.custom	12
openpyxl.styles.stylesheet	32
openpyxl.worksheet.datavalidation	2
openpyxl.comments.comment_sheet	8
openpyxl.chart.chartspace	2
openpyxl.chart.plotarea	7
openpyxl.chartsheet.chartsheet	5
openpyxl.styles.fills	7
openpyxl.chart.series	1
openpyxl.packaging.manifest	25
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.sequence	11
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.page	1
openpyxl.styles.fonts	4
openpyxl.chart.axis	2
openpyxl.worksheet.table	2
openpyxl.utils.escape	2
openpyxl.workbook.protection	2

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

941

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_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	372	40.3%
gold	[1:9]	0	0.0%
yellow	[10:29]	0	0.0%
greenyellow	[30:49]	0	0.0%
lawngreen	50+	549	59.6%
All colors	921	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
39	340	openpyxl.worksheet._writer.WorksheetWriter.write_row	call site: 00340	openpyxl.cell._writer._set_attributes
32	792	openpyxl.workbook._writer.WorkbookWriter.write_root_rels	call site: 00792	openpyxl.descriptors.container.ElementList.from_tree
25	585	openpyxl.worksheet._writer.WorksheetWriter.write_tables	call site: 00585	openpyxl.worksheet.filters.StringFilter.to_tree
20	468	openpyxl.worksheet._writer.WorksheetWriter.write_tail	call site: 00468	openpyxl.worksheet.filters.StringFilter.to_tree
17	205	openpyxl.writer.excel.ExcelWriter.write_data	call site: 00205	openpyxl.worksheet.filters.StringFilter.to_tree
17	501	openpyxl.packaging.relationship.RelationshipList.append	call site: 00501	openpyxl.worksheet.filters.StringFilter.to_tree
16	233	openpyxl.writer.excel.ExcelWriter.write_data	call site: 00233	openpyxl.packaging.custom.CustomPropertyList.to_tree
16	417	openpyxl.worksheet._writer.WorksheetWriter.write_tail	call site: 00417	openpyxl.worksheet.filters.StringFilter.to_tree
16	434	openpyxl.worksheet._writer.WorksheetWriter.write_tail	call site: 00434	openpyxl.worksheet.filters.StringFilter.to_tree
15	553	openpyxl.descriptors.sequence.ValueSequence.to_tree	call site: 00553	openpyxl.worksheet.filters.StringFilter.to_tree
13	709	openpyxl.writer.excel.ExcelWriter._write_external_links	call site: 00709	openpyxl.packaging.manifest.Manifest.append
12	898	openpyxl.packaging.manifest.Manifest._write	call site: 00898	openpyxl.styles.fonts.Font.from_tree

Runtime coverage analysis

Covered functions

941

Functions that are reachable but not covered

170

Reachable functions

367

Percentage of reachable functions covered

53.68%

NB: The sum of covered functions and functions that are reachable but not covered need not be equal to Reachable functions . This is because the reachability analysis is an approximation and thus at runtime some functions may be covered that are not included in the reachability analysis. This is a limitation of our static analysis capabilities.

Warning: The number of covered functions are larger than the number of reachable functions. This means that there are more functions covered at runtime than are extracted using static analysis. This is likely a result of the static analysis component failing to extract the right call graph or the coverage runtime being compiled with sanitizers in code that the static analysis has not analysed. This can happen if lto/gold is not used in all places that coverage instrumentation is used.

Function name	source code lines	source lines hit	percentage hit

Files reached

filename	functions hit
/	1
...fuzz_sort	8
openpyxl.workbook.workbook	25
openpyxl.packaging.core	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.chart.text	1
openpyxl.styles.fills	7
openpyxl.chart.series	1
openpyxl.packaging.custom	12
openpyxl.chartsheet.chartsheet	5
openpyxl.styles.stylesheet	32
openpyxl.packaging.workbook	3
openpyxl.chart.plotarea	7
openpyxl.worksheet.datavalidation	2
openpyxl.worksheet.related	1
openpyxl.comments.comment_sheet	8
openpyxl.packaging.manifest	25
openpyxl.worksheet.filters	14
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.workbook.protection	2
openpyxl.worksheet.table	2
openpyxl.utils.escape	2
openpyxl.chart.axis	2
openpyxl.worksheet.page	1
openpyxl.styles.fonts	4

Fuzzer: fuzz_comment

Call tree

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

Call tree overview bitmap:

The distribution of callsites in terms of coloring is

Color	Runtime hitcount	Callsite count	Percentage
red	0	420	41.4%
gold	[1:9]	0	0.0%
yellow	[10:29]	0	0.0%
greenyellow	[30:49]	0	0.0%
lawngreen	50+	593	58.5%
All colors	1013	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
39	377	openpyxl.worksheet._writer.WorksheetWriter.write_row	call site: 00377	openpyxl.cell._writer._set_attributes
32	889	openpyxl.styles.fonts.Font.from_tree	call site: 00889	openpyxl.workbook.protection.WorkbookProtection.from_tree
25	664	openpyxl.worksheet._writer.WorksheetWriter.write_tables	call site: 00664	openpyxl.worksheet.filters.StringFilter.to_tree
20	505	openpyxl.worksheet._writer.WorksheetWriter.write_tail	call site: 00505	openpyxl.worksheet.filters.StringFilter.to_tree
17	538	openpyxl.packaging.relationship.RelationshipList.append	call site: 00538	openpyxl.worksheet.filters.StringFilter.to_tree
17	556	openpyxl.worksheet._writer.WorksheetWriter.write_tail	call site: 00556	openpyxl.worksheet.filters.StringFilter.to_tree
17	592	openpyxl.worksheet._writer.WorksheetWriter.write_tail	call site: 00592	openpyxl.worksheet.filters.StringFilter.to_tree
16	185	openpyxl.writer.excel.ExcelWriter.write_data	call site: 00185	openpyxl.worksheet.filters.StringFilter.to_tree
16	238	openpyxl.writer.excel.ExcelWriter.write_data	call site: 00238	openpyxl.packaging.custom.CustomPropertyList.to_tree
16	454	openpyxl.worksheet._writer.WorksheetWriter.write_tail	call site: 00454	openpyxl.worksheet.filters.StringFilter.to_tree
16	471	openpyxl.worksheet._writer.WorksheetWriter.write_tail	call site: 00471	openpyxl.worksheet.filters.StringFilter.to_tree
13	788	openpyxl.writer.excel.ExcelWriter._write_external_links	call site: 00788	openpyxl.packaging.manifest.Manifest.append

Runtime coverage analysis

Covered functions

941

Functions that are reachable but not covered

172

Reachable functions

368

Percentage of reachable functions covered

53.26%

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.packaging.manifest	25
openpyxl.packaging.custom	12
openpyxl.styles.fills	7
openpyxl.comments.comment_sheet	8
openpyxl.chart.chartspace	2
openpyxl.chart.plotarea	7
openpyxl.worksheet.filters	20
openpyxl.chartsheet.chartsheet	5
openpyxl.chart.text	1
openpyxl.styles.stylesheet	32
openpyxl.worksheet.related	1
openpyxl.chart.series	1
openpyxl.worksheet.datavalidation	2
openpyxl.packaging.workbook	3
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.styles.cell_style	7
openpyxl.styles.numbers	4
openpyxl.workbook._writer	36
openpyxl.descriptors.container	7
openpyxl.worksheet.page	1
openpyxl.styles.fonts	7
openpyxl.workbook.protection	5
openpyxl.chart.axis	5
openpyxl.worksheet.table	2
openpyxl.utils.escape	2

Fuzzer: fuzz_basic

Call tree

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

Call tree overview bitmap:

The distribution of callsites in terms of coloring is

Color	Runtime hitcount	Callsite count	Percentage
red	0	415	42.7%
gold	[1:9]	0	0.0%
yellow	[10:29]	0	0.0%
greenyellow	[30:49]	0	0.0%
lawngreen	50+	555	57.2%
All colors	970	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
39	332	openpyxl.worksheet._writer.WorksheetWriter.write_row	call site: 00332	openpyxl.cell._writer._set_attributes
29	841	openpyxl.workbook._writer.WorkbookWriter.write_root_rels	call site: 00841	openpyxl.descriptors.container.ElementList.from_tree
25	619	openpyxl.worksheet._writer.WorksheetWriter.write_tables	call site: 00619	openpyxl.worksheet.filters.StringFilter.to_tree
20	460	openpyxl.worksheet._writer.WorksheetWriter.write_tail	call site: 00460	openpyxl.worksheet.filters.StringFilter.to_tree
17	493	openpyxl.packaging.relationship.RelationshipList.append	call site: 00493	openpyxl.worksheet.filters.StringFilter.to_tree
17	511	openpyxl.worksheet._writer.WorksheetWriter.write_tail	call site: 00511	openpyxl.worksheet.filters.StringFilter.to_tree
17	547	openpyxl.worksheet._writer.WorksheetWriter.write_tail	call site: 00547	openpyxl.worksheet.filters.StringFilter.to_tree
16	193	openpyxl.writer.excel.ExcelWriter.write_data	call site: 00193	openpyxl.packaging.custom.CustomPropertyList.to_tree
16	409	openpyxl.worksheet._writer.WorksheetWriter.write_tail	call site: 00409	openpyxl.worksheet.filters.StringFilter.to_tree
16	426	openpyxl.worksheet._writer.WorksheetWriter.write_tail	call site: 00426	openpyxl.worksheet.filters.StringFilter.to_tree
13	748	openpyxl.writer.excel.ExcelWriter._write_external_links	call site: 00748	openpyxl.packaging.manifest.Manifest.append
12	6	...fuzz_basic.TestInput	call site: 00006	fdp.ConsumeIntInRange

Runtime coverage analysis

Covered functions

941

Functions that are reachable but not covered

169

Reachable functions

355

Percentage of reachable functions covered

52.39%

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.worksheet.related	1
openpyxl.chart.series	1
openpyxl.packaging.custom	12
openpyxl.comments.comment_sheet	8
openpyxl.chart.chartspace	2
openpyxl.chart.plotarea	7
openpyxl.worksheet.filters	19
openpyxl.packaging.workbook	3
openpyxl.styles.stylesheet	32
openpyxl.worksheet.datavalidation	2
openpyxl.styles.fills	7
openpyxl.chart.text	1
openpyxl.chartsheet.chartsheet	5
openpyxl.packaging.manifest	25
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.nested	3
openpyxl.descriptors.sequence	9
openpyxl.descriptors.namespace	1
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.worksheet.page	1
openpyxl.worksheet.table	2
openpyxl.utils.escape	2
openpyxl.chart.axis	2
openpyxl.workbook.protection	2
openpyxl.styles.fonts	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	209	2	683	335
openpyxl.descriptors.sequence.Sequence.__set__	openpyxl.descriptors.sequence	3	['N/A', 'N/A', 'N/A']	4	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

329 / 1246

Cyclomatic complexity statically reachable by fuzzers

1122 / 4019

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_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_row', 'openpyxl.workbook._writer.WorkbookWriter.write_root_rels', 'openpyxl.worksheet._writer.WorksheetWriter.write_tables', 'openpyxl.worksheet._writer.WorksheetWriter.write_tail', 'openpyxl.packaging.relationship.RelationshipList.append', 'openpyxl.writer.excel.ExcelWriter.write_data']

/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_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.coordinate_to_tuple', '...fuzz_cellutil.TestInput', 'openpyxl.utils.cell.range_boundaries', 'openpyxl.utils.cell.get_column_letter']

/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_row', 'openpyxl.worksheet._writer.WorksheetWriter.write_tables', 'openpyxl.styles.fonts.Font.from_tree', 'openpyxl.worksheet._writer.WorksheetWriter.write_tail', 'openpyxl.packaging.relationship.RelationshipList.append', 'openpyxl.descriptors.sequence.MultiSequence.to_tree', 'openpyxl.writer.excel.ExcelWriter.write_data', 'openpyxl.writer.excel.ExcelWriter._write_external_links']

/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_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_row', 'openpyxl.workbook._writer.WorkbookWriter.write_root_rels', 'openpyxl.worksheet._writer.WorksheetWriter.write_tables', 'openpyxl.worksheet._writer.WorksheetWriter.write_tail', 'openpyxl.writer.excel.ExcelWriter.write_data', 'openpyxl.packaging.relationship.RelationshipList.append', 'openpyxl.descriptors.sequence.ValueSequence.to_tree']

/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_row', 'openpyxl.styles.fonts.Font.from_tree', 'openpyxl.worksheet._writer.WorksheetWriter.write_tables', 'openpyxl.worksheet._writer.WorksheetWriter.write_tail', 'openpyxl.packaging.relationship.RelationshipList.append', 'openpyxl.writer.excel.ExcelWriter.write_data']

/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_row', 'openpyxl.workbook._writer.WorkbookWriter.write_root_rels', 'openpyxl.worksheet._writer.WorksheetWriter.write_tables', 'openpyxl.worksheet._writer.WorksheetWriter.write_tail', 'openpyxl.packaging.relationship.RelationshipList.append', 'openpyxl.writer.excel.ExcelWriter.write_data']

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
openpyxl.drawing.colors.SystemColor.__init__	35	5	14.28%	['fuzz_sheet', 'fuzz_formulae', 'fuzz_chart', 'fuzz_sort', 'fuzz_cellutil', 'fuzz_basic', 'fuzz_load', 'fuzz_comment']
openpyxl.drawing.colors.SchemeColor.__init__	41	12	29.26%	['fuzz_sheet', 'fuzz_formulae', 'fuzz_chart', 'fuzz_sort', 'fuzz_cellutil', 'fuzz_basic', 'fuzz_load', 'fuzz_comment']
openpyxl.pivot.fields.Number.__init__	31	17	54.83%	['fuzz_sheet', 'fuzz_formulae', 'fuzz_chart', 'fuzz_sort', 'fuzz_cellutil', 'fuzz_basic', 'fuzz_load', 'fuzz_comment']
tree.remove	324	99	30.55%	['fuzz_sheet', 'fuzz_formulae', 'fuzz_chart', 'fuzz_sort', 'fuzz_cellutil', 'fuzz_basic', 'fuzz_load', 'fuzz_comment']
openpyxl.cell._writer.lxml_write_cell	35	2	5.714%	['fuzz_sheet', 'fuzz_formulae', 'fuzz_chart', 'fuzz_sort', 'fuzz_cellutil', 'fuzz_basic', 'fuzz_load', 'fuzz_comment']
openpyxl.pivot.table.PivotField.__init__	58	8	13.79%	['fuzz_sheet', 'fuzz_formulae', 'fuzz_chart', 'fuzz_sort', 'fuzz_cellutil', 'fuzz_basic', 'fuzz_load', 'fuzz_comment']
openpyxl.pivot.table.TableDefinition.__init__	87	0	0.0%	[]
openpyxl.drawing.fill.Blip.__init__	38	7	18.42%	['fuzz_sheet', 'fuzz_formulae', 'fuzz_chart', 'fuzz_sort', 'fuzz_cellutil', 'fuzz_basic', 'fuzz_load', 'fuzz_comment']
openpyxl.worksheet._reader.WorkSheetParser.parse_cell	44	0	0.0%	[]
openpyxl.reader.excel.ExcelReader.read_worksheets	58	0	0.0%	[]
openpyxl.reader.drawings.find_images	40	0	0.0%	[]
openpyxl.pivot.cache.CacheHierarchy.__init__	35	10	28.57%	['fuzz_sheet', 'fuzz_formulae', 'fuzz_chart', 'fuzz_sort', 'fuzz_cellutil', 'fuzz_basic', 'fuzz_load', 'fuzz_comment']
...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	[]	[]
datetime	[]	[]
openpyxl.utils.escape	['fuzz_chart', 'fuzz_sheet', 'fuzz_sort', 'fuzz_comment', 'fuzz_basic']	[]
math	[]	[]
openpyxl.formatting.formatting	['fuzz_chart', 'fuzz_sheet', 'fuzz_sort', 'fuzz_comment', 'fuzz_basic']	[]
inspect	[]	[]
openpyxl.utils.cell	['fuzz_chart', 'fuzz_cellutil', 'fuzz_sheet', 'fuzz_formulae', 'fuzz_sort', 'fuzz_comment', 'fuzz_basic']	[]
openpyxl.chartsheet.views	['fuzz_chart']	[]
openpyxl.packaging.custom	['fuzz_chart', 'fuzz_sheet', 'fuzz_sort', 'fuzz_comment', 'fuzz_basic']	[]
posixpath	[]	[]
openpyxl.styles.builtins	[]	[]
openpyxl.drawing.graphic	[]	[]
mimetypes	[]	[]
openpyxl.worksheet._writer	['fuzz_chart', 'fuzz_sheet', 'fuzz_sort', 'fuzz_comment', 'fuzz_basic']	[]
openpyxl.worksheet.pagebreak	[]	[]
openpyxl.cell.text	[]	[]
openpyxl.drawing.geometry	[]	[]
openpyxl.chartsheet	[]	[]
openpyxl.cell.cell	[]	[]
openpyxl.chart.scatter_chart	[]	[]
openpyxl.worksheet.related	['fuzz_chart', 'fuzz_sheet', 'fuzz_sort', 'fuzz_comment', 'fuzz_basic']	[]
openpyxl.packaging.relationship	['fuzz_chart', 'fuzz_sheet', 'fuzz_sort', 'fuzz_comment', 'fuzz_basic']	[]
openpyxl.worksheet.custom	[]	[]
openpyxl.xml	[]	[]
openpyxl.chart.pivot	[]	[]
io	[]	[]
openpyxl._constants	[]	[]
openpyxl.styles.table	[]	[]
openpyxl.reader.excel	[]	[]
openpyxl.chart	[]	[]
openpyxl.drawing.drawing	[]	[]
openpyxl.chartsheet.protection	[]	[]
defusedxml	[]	[]
openpyxl.styles.fills	['fuzz_chart', 'fuzz_sheet', 'fuzz_sort', 'fuzz_comment', 'fuzz_basic']	[]
openpyxl.writer	[]	[]
openpyxl.pivot.table	[]	[]
operator	[]	[]
openpyxl.workbook.function_group	[]	[]
openpyxl.styles.named_styles	['fuzz_chart', 'fuzz_sheet', 'fuzz_sort', 'fuzz_comment', 'fuzz_basic']	[]
Integer	[]	[]
openpyxl.formula.tokenizer	['fuzz_formulae']	[]
et_xmlfile	[]	[]
openpyxl.worksheet.worksheet	['fuzz_chart', 'fuzz_sheet', 'fuzz_sort', 'fuzz_comment', 'fuzz_basic']	[]
openpyxl.drawing.image	[]	[]
tempfile	[]	[]
openpyxl.styles.numbers	['fuzz_chart', 'fuzz_sheet', 'fuzz_sort', 'fuzz_comment', 'fuzz_basic']	[]
openpyxl.utils.indexed_list	['fuzz_chart', 'fuzz_sheet', 'fuzz_sort', 'fuzz_comment', 'fuzz_basic']	[]
Sequence	[]	[]
openpyxl.utils.dataframe	[]	[]
openpyxl.chart.title	[]	[]
openpyxl.worksheet.formula	[]	[]
openpyxl.worksheet.hyperlink	[]	[]
openpyxl.chartsheet.publish	[]	[]
openpyxl.chart.reader	[]	[]
openpyxl.worksheet.smart_tag	[]	[]
openpyxl.styles.protection	[]	[]
openpyxl.utils.datetime	['fuzz_chart', 'fuzz_sheet', 'fuzz_sort', 'fuzz_comment', 'fuzz_basic']	[]
openpyxl.worksheet.cell_watch	[]	[]
openpyxl.chart.area_chart	['fuzz_chart']	[]
abc	[]	[]
openpyxl.worksheet.print_settings	['fuzz_chart', 'fuzz_sheet', 'fuzz_sort', 'fuzz_comment', 'fuzz_basic']	[]
openpyxl.worksheet.datavalidation	['fuzz_chart', 'fuzz_sheet', 'fuzz_sort', 'fuzz_comment', 'fuzz_basic']	[]
openpyxl.chart.updown_bars	[]	[]
openpyxl.drawing.spreadsheet_drawing	['fuzz_chart']	[]
openpyxl.workbook.views	[]	[]
...fuzz_formulae	['fuzz_formulae']	[]
openpyxl.workbook.protection	['fuzz_chart', 'fuzz_sheet', 'fuzz_sort', 'fuzz_comment', 'fuzz_basic']	[]
openpyxl.chart.surface_chart	[]	[]
openpyxl.packaging.manifest	['fuzz_chart', 'fuzz_sheet', 'fuzz_sort', 'fuzz_comment', 'fuzz_basic']	[]
openpyxl.cell	[]	[]
openpyxl.compat.product	[]	[]
openpyxl.compat.numbers	[]	[]
...fuzz_cellutil	['fuzz_cellutil']	[]
openpyxl.styles.stylesheet	['fuzz_chart', 'fuzz_sheet', 'fuzz_sort', 'fuzz_comment', 'fuzz_basic']	[]
openpyxl.worksheet	[]	[]
openpyxl.formula.translate	['fuzz_formulae']	[]
openpyxl.pivot	[]	[]
openpyxl.reader.drawings	[]	[]
openpyxl.worksheet.filters	['fuzz_chart', 'fuzz_sheet', 'fuzz_sort', 'fuzz_comment', 'fuzz_basic']	[]
openpyxl.utils	[]	[]
openpyxl.pivot.record	[]	[]
openpyxl.descriptors	[]	[]
openpyxl.descriptors.nested	['fuzz_chart', 'fuzz_sheet', 'fuzz_sort', 'fuzz_comment', 'fuzz_basic']	[]
openpyxl.xml.constants	[]	[]
openpyxl.formatting.rule	[]	[]
pandas	[]	[]
openpyxl.worksheet.drawing	[]	[]
openpyxl.comments.shape_writer	[]	[]
openpyxl.packaging.interface	[]	[]
openpyxl.comments.comments	[]	[]
xml	[]	[]
openpyxl.writer.theme	[]	[]
openpyxl.chartsheet.chartsheet	['fuzz_chart', 'fuzz_sheet', 'fuzz_sort', 'fuzz_comment', 'fuzz_basic']	[]
openpyxl.utils.exceptions	[]	[]
openpyxl.workbook.external_reference	[]	[]
openpyxl.chart.layout	[]	[]
openpyxl.workbook._writer	['fuzz_chart', 'fuzz_sheet', 'fuzz_sort', 'fuzz_comment', 'fuzz_basic']	[]
openpyxl.compat.singleton	[]	[]
openpyxl.workbook	[]	[]
openpyxl.packaging.extended	['fuzz_chart', 'fuzz_sheet', 'fuzz_sort', 'fuzz_comment', 'fuzz_basic']	[]
openpyxl.utils.bound_dictionary	[]	[]
numpy	[]	[]
openpyxl.pivot.fields	[]	[]
openpyxl.chart.series	['fuzz_chart', 'fuzz_sheet', 'fuzz_sort', 'fuzz_comment', 'fuzz_basic']	[]
openpyxl.chart.line_chart	['fuzz_chart']	[]
openpyxl.formula	[]	[]
weakref	[]	[]
openpyxl.packaging.workbook	['fuzz_chart', 'fuzz_sheet', 'fuzz_sort', 'fuzz_comment', 'fuzz_basic']	[]
openpyxl.chartsheet.properties	[]	[]
openpyxl.packaging.core	['fuzz_chart', 'fuzz_sheet', 'fuzz_sort', 'fuzz_comment', 'fuzz_basic']	[]
openpyxl.worksheet.errors	[]	[]
openpyxl.compat	[]	[]
openpyxl.workbook.web	[]	[]
openpyxl.descriptors.namespace	['fuzz_chart', 'fuzz_sheet', 'fuzz_sort', 'fuzz_comment', 'fuzz_basic']	[]
openpyxl.styles.alignment	['fuzz_chart', 'fuzz_sheet', 'fuzz_sort', 'fuzz_comment', 'fuzz_basic']	[]
os	[]	[]
array	[]	[]
openpyxl.chartsheet.relation	[]	[]
openpyxl.descriptors.container	['fuzz_chart', 'fuzz_sheet', 'fuzz_sort', 'fuzz_comment', 'fuzz_basic']	[]
openpyxl.worksheet._read_only	[]	[]
openpyxl.workbook.external_link.external	[]	[]
openpyxl.compat.strings	['fuzz_chart', 'fuzz_sheet', 'fuzz_sort', 'fuzz_comment', 'fuzz_basic']	[]
openpyxl.chart.bubble_chart	[]	[]
openpyxl.xml.functions	['fuzz_chart', 'fuzz_sheet', 'fuzz_sort', 'fuzz_comment', 'fuzz_basic']	[]
openpyxl.chart.stock_chart	[]	[]
openpyxl.chart.plotarea	['fuzz_chart', 'fuzz_sheet', 'fuzz_sort', 'fuzz_comment', 'fuzz_basic']	[]
openpyxl.chart.legend	[]	[]
openpyxl.styles.differential	[]	[]
openpyxl.drawing.properties	[]	[]
openpyxl.chart.reference	['fuzz_chart']	[]
openpyxl.descriptors.sequence	['fuzz_chart', 'fuzz_sheet', 'fuzz_sort', 'fuzz_comment', 'fuzz_basic']	[]
openpyxl.descriptors.slots	[]	[]
lxml	[]	[]
openpyxl.drawing.relation	[]	[]
openpyxl.utils.protection	[]	[]
openpyxl.worksheet.properties	['fuzz_chart', 'fuzz_sheet', 'fuzz_sort', 'fuzz_comment', 'fuzz_basic']	[]
openpyxl.packaging	[]	[]
openpyxl.chart.descriptors	[]	[]
openpyxl.chart._chart	['fuzz_chart']	[]
PIL	[]	[]
openpyxl.workbook.workbook	['fuzz_chart', 'fuzz_sheet', 'fuzz_sort', 'fuzz_comment', 'fuzz_basic']	[]
...fuzz_sheet	['fuzz_sheet']	[]
openpyxl.reader.workbook	[]	[]
openpyxl.worksheet.scenario	[]	[]
openpyxl.drawing.xdr	[]	[]
openpyxl.reader.strings	[]	[]
collections	[]	[]
openpyxl.styles.cell_style	['fuzz_chart', 'fuzz_sheet', 'fuzz_sort', 'fuzz_comment', 'fuzz_basic']	[]
openpyxl.formatting	[]	[]
...fuzz_load	['fuzz_load']	[]
openpyxl.drawing.effect	[]	[]
openpyxl.styles	[]	[]
openpyxl.chart.trendline	[]	[]
openpyxl.descriptors.excel	[]	[]
openpyxl.chart._3d	[]	[]
openpyxl.comments.author	[]	[]
openpyxl.drawing.picture	[]	[]
openpyxl.worksheet.header_footer	['fuzz_chart', 'fuzz_sheet', 'fuzz_sort', 'fuzz_comment', 'fuzz_basic']	[]
openpyxl.comments	[]	[]
openpyxl.worksheet.merge	['fuzz_chart', 'fuzz_sheet', 'fuzz_sort', 'fuzz_comment', 'fuzz_basic']	[]
copy	[]	[]
openpyxl.chart.series_factory	['fuzz_chart']	[]
openpyxl.compat.abc	[]	[]
...fuzz_basic	['fuzz_basic']	[]
openpyxl.styles.fonts	['fuzz_chart', 'fuzz_sheet', 'fuzz_sort', 'fuzz_comment', 'fuzz_basic']	[]
openpyxl.drawing.line	[]	[]
openpyxl.drawing.connector	[]	[]
openpyxl.utils.units	[]	[]
	[]	[]
openpyxl.chart.picture	[]	[]
openpyxl.chartsheet.custom	[]	[]
openpyxl.worksheet.dimensions	['fuzz_chart', 'fuzz_sheet', 'fuzz_sort', 'fuzz_comment', 'fuzz_basic']	[]
openpyxl.worksheet._write_only	['fuzz_chart', 'fuzz_sheet', 'fuzz_sort', 'fuzz_comment', 'fuzz_basic']	[]
openpyxl.workbook.smart_tags	[]	[]
openpyxl.worksheet.table	['fuzz_chart', 'fuzz_sheet', 'fuzz_sort', 'fuzz_comment', 'fuzz_basic']	[]
...fuzz_chart	['fuzz_chart']	[]
openpyxl.reader	[]	[]
openpyxl.chart.axis	['fuzz_chart', 'fuzz_sheet', 'fuzz_sort', 'fuzz_comment', 'fuzz_basic']	[]
re	[]	[]
openpyxl.chart.radar_chart	[]	[]
openpyxl.drawing.fill	[]	[]
openpyxl.styles.styleable	[]	[]
openpyxl.writer.excel	['fuzz_chart', 'fuzz_sheet', 'fuzz_sort', 'fuzz_comment', 'fuzz_basic']	[]
zipfile	[]	[]
openpyxl.workbook.defined_name	[]	[]
openpyxl.styles.borders	[]	[]
openpyxl.cell.read_only	[]	[]
openpyxl.worksheet.protection	[]	[]
openpyxl.chart.bar_chart	['fuzz_chart']	[]
...fuzz_comment	['fuzz_comment']	[]
openpyxl.cell._writer	['fuzz_chart', 'fuzz_sheet', 'fuzz_sort', 'fuzz_comment', 'fuzz_basic']	[]
openpyxl.chart.shapes	['fuzz_chart']	[]
openpyxl.pivot.cache	[]	[]
openpyxl.worksheet.controls	[]	[]
openpyxl.descriptors.base	['fuzz_chart', 'fuzz_sheet', 'fuzz_sort', 'fuzz_comment', 'fuzz_basic']	[]
openpyxl.worksheet.views	['fuzz_chart', 'fuzz_sheet', 'fuzz_sort', 'fuzz_comment', 'fuzz_basic']	[]
openpyxl.chart.chartspace	['fuzz_chart', 'fuzz_sheet', 'fuzz_sort', 'fuzz_comment', 'fuzz_basic']	[]
functools	[]	[]
openpyxl.worksheet.copier	[]	[]
openpyxl.workbook.child	['fuzz_chart', 'fuzz_sheet', 'fuzz_sort', 'fuzz_comment', 'fuzz_basic']	[]
String	[]	[]
openpyxl.worksheet.ole	[]	[]
openpyxl.drawing.text	[]	[]
openpyxl.worksheet.page	['fuzz_chart', 'fuzz_sheet', 'fuzz_sort', 'fuzz_comment', 'fuzz_basic']	[]
openpyxl.chart.marker	['fuzz_chart']	[]
atheris	[]	[]
openpyxl.styles.colors	[]	[]
...fuzz_sort	['fuzz_sort']	[]
openpyxl.chart.data_source	['fuzz_chart']	[]
openpyxl.drawing.colors	[]	[]
openpyxl.worksheet._reader	[]	[]
openpyxl.chart.label	[]	[]
openpyxl.drawing	[]	[]
openpyxl.chart.error_bar	[]	[]
openpyxl.cell.rich_text	[]	[]
openpyxl.workbook.properties	[]	[]
openpyxl.chart.print_settings	[]	[]
openpyxl.chart.text	['fuzz_chart', 'fuzz_sheet', 'fuzz_sort', 'fuzz_comment', 'fuzz_basic']	[]
openpyxl.workbook.external_link	[]	[]
openpyxl.worksheet.picture	[]	[]
openpyxl.worksheet.cell_range	['fuzz_chart', 'fuzz_sheet', 'fuzz_sort', 'fuzz_comment', 'fuzz_basic']	[]
openpyxl.styles.proxy	[]	[]
openpyxl.descriptors.serialisable	[]	[]
itertools	[]	[]
openpyxl.utils.inference	[]	[]
openpyxl.comments.comment_sheet	['fuzz_chart', 'fuzz_sheet', 'fuzz_sort', 'fuzz_comment', 'fuzz_basic']	[]
openpyxl.utils.formulas	[]	[]
openpyxl.chart.pie_chart	[]	[]
warnings	[]	[]

Directories in report

Directory