High level conclusions

Fuzzers reach 57.15% 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

235 / 1251

Cyclomatic complexity statically reachable by fuzzers

794 / 4038

Runtime code coverage of functions

715 / 1251

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_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	382	40.6%
gold	[1:9]	0	0.0%
yellow	[10:29]	0	0.0%
greenyellow	[30:49]	0	0.0%
lawngreen	50+	558	59.3%
All colors	940	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	351	openpyxl.worksheet._writer.WorksheetWriter.write_row	call site: 00351	openpyxl.cell._writer._set_attributes
25	604	openpyxl.worksheet._writer.WorksheetWriter.write_tables	call site: 00604	openpyxl.worksheet.filters.StringFilter.to_tree
21	828	openpyxl.styles.fonts.Font.from_tree	call site: 00828	openpyxl.chart.plotarea.PlotArea.from_tree
20	484	openpyxl.worksheet._writer.WorksheetWriter.write_tail	call site: 00484	openpyxl.worksheet.filters.StringFilter.to_tree
17	518	openpyxl.packaging.relationship.RelationshipList.append	call site: 00518	openpyxl.worksheet.filters.StringFilter.to_tree
16	243	openpyxl.writer.excel.ExcelWriter.write_data	call site: 00243	openpyxl.packaging.custom.CustomPropertyList.to_tree
16	433	openpyxl.worksheet._writer.WorksheetWriter.write_tail	call site: 00433	openpyxl.worksheet.filters.StringFilter.to_tree
16	450	openpyxl.worksheet._writer.WorksheetWriter.write_tail	call site: 00450	openpyxl.worksheet.filters.StringFilter.to_tree
13	728	openpyxl.writer.excel.ExcelWriter._write_external_links	call site: 00728	openpyxl.packaging.manifest.Manifest.append
13	811	openpyxl.workbook._writer.WorkbookWriter.write_root_rels	call site: 00811	openpyxl.descriptors.container.ElementList.from_tree
12	917	openpyxl.packaging.manifest.Manifest._write	call site: 00917	openpyxl.chart.plotarea.PlotArea.from_tree
10	560	openpyxl.descriptors.sequence.NestedSequence.to_tree	call site: 00560	openpyxl.worksheet.filters.StringFilter.to_tree

Runtime coverage analysis

Covered functions

941

Functions that are reachable but not covered

175

Reachable functions

370

Percentage of reachable functions covered

52.7%

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

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

Function name	source code lines	source lines hit	percentage hit

Files reached

filename	functions hit
/	1
...fuzz_sort	9
openpyxl.workbook.workbook	25
openpyxl.packaging.core	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	81
openpyxl.packaging.extended	3
openpyxl.styles.stylesheet	32
openpyxl.worksheet.filters	19
openpyxl.comments.comment_sheet	8
openpyxl.packaging.custom	12
openpyxl.packaging.manifest	25
openpyxl.chartsheet.chartsheet	5
openpyxl.worksheet.datavalidation	2
openpyxl.worksheet.related	1
openpyxl.styles.fills	9
openpyxl.packaging.workbook	3
openpyxl.chart.text	1
openpyxl.chart.chartspace	2
openpyxl.chart.plotarea	7
openpyxl.chart.series	1
openpyxl.descriptors.base	2
openpyxl.worksheet._writer	90
openpyxl.cell._writer	20
openpyxl.utils.datetime	9
openpyxl.compat.strings	5
openpyxl.xml.functions	4
openpyxl.worksheet.merge	1
openpyxl.packaging.relationship	5
openpyxl.descriptors.sequence	11
openpyxl.descriptors.namespace	1
openpyxl.descriptors.nested	5
openpyxl.styles.cell_style	7
openpyxl.styles.numbers	4
openpyxl.workbook._writer	36
openpyxl.descriptors.container	7
openpyxl.workbook.protection	2
openpyxl.styles.fonts	4
openpyxl.chart.axis	2
openpyxl.worksheet.table	2
openpyxl.utils.escape	2
openpyxl.worksheet.page	1

Fuzzer: fuzz_chart

Call tree

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

Call tree overview bitmap:

The distribution of callsites in terms of coloring is

Color	Runtime hitcount	Callsite count	Percentage
red	0	437	39.8%
gold	[1:9]	0	0.0%
yellow	[10:29]	0	0.0%
greenyellow	[30:49]	0	0.0%
lawngreen	50+	659	60.1%
All colors	1096	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	467	openpyxl.worksheet._writer.WorksheetWriter.write_row	call site: 00467	openpyxl.cell._writer._set_attributes
25	760	openpyxl.worksheet._writer.WorksheetWriter.write_tables	call site: 00760	openpyxl.worksheet.filters.StringFilter.to_tree
20	595	openpyxl.worksheet._writer.WorksheetWriter.write_tail	call site: 00595	openpyxl.worksheet.filters.StringFilter.to_tree
18	987	openpyxl.styles.fonts.Font.from_tree	call site: 00987	openpyxl.chart.plotarea.PlotArea.from_tree
17	298	openpyxl.writer.excel.ExcelWriter.write_data	call site: 00298	openpyxl.worksheet.filters.StringFilter.to_tree
17	628	openpyxl.packaging.relationship.RelationshipList.append	call site: 00628	openpyxl.worksheet.filters.StringFilter.to_tree
17	646	openpyxl.worksheet._writer.WorksheetWriter.write_tail	call site: 00646	openpyxl.worksheet.filters.StringFilter.to_tree
17	682	openpyxl.worksheet._writer.WorksheetWriter.write_tail	call site: 00682	openpyxl.worksheet.filters.StringFilter.to_tree
16	328	openpyxl.writer.excel.ExcelWriter.write_data	call site: 00328	openpyxl.packaging.custom.CustomPropertyList.to_tree
16	544	openpyxl.worksheet._writer.WorksheetWriter.write_tail	call site: 00544	openpyxl.worksheet.filters.StringFilter.to_tree
16	561	openpyxl.worksheet._writer.WorksheetWriter.write_tail	call site: 00561	openpyxl.worksheet.filters.StringFilter.to_tree
16	967	openpyxl.workbook._writer.WorkbookWriter.write_root_rels	call site: 00967	openpyxl.descriptors.container.ElementList.from_tree

Runtime coverage analysis

Covered functions

940

Functions that are reachable but not covered

172

Reachable functions

407

Percentage of reachable functions covered

57.74%

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

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

Function name	source code lines	source lines hit	percentage hit

Files reached

filename	functions hit
/	1
...fuzz_chart	20
openpyxl.workbook.workbook	26
openpyxl.packaging.core	10
openpyxl.utils.indexed_list	4
openpyxl.styles.alignment	1
openpyxl.styles.named_styles	17
openpyxl.worksheet.worksheet	17
openpyxl.workbook.child	2
openpyxl.worksheet.header_footer	2
openpyxl.worksheet.dimensions	11
openpyxl.worksheet.cell_range	6
openpyxl.utils.cell	15
openpyxl.worksheet.print_settings	1
openpyxl.worksheet.views	2
openpyxl.formatting.formatting	2
openpyxl.worksheet.properties	2
openpyxl.chartsheet.chartsheet	8
openpyxl.chartsheet.views	1
openpyxl.chart.area_chart	4
openpyxl.chart.axis	4
openpyxl.chart.bar_chart	5
openpyxl.chart.line_chart	4
openpyxl.chart.reference	3
openpyxl.chart._chart	5
openpyxl.chart.series_factory	9
openpyxl.chart.series	3
openpyxl.chart.shapes	1
openpyxl.chart.marker	1
openpyxl.chart.data_source	1
openpyxl.drawing.spreadsheet_drawing	3
openpyxl.worksheet._write_only	2
openpyxl.writer.excel	81
openpyxl.packaging.extended	3
openpyxl.packaging.custom	12
openpyxl.chart.text	1
openpyxl.styles.stylesheet	32
openpyxl.comments.comment_sheet	8
openpyxl.packaging.workbook	3
openpyxl.chart.chartspace	2
openpyxl.packaging.manifest	25
openpyxl.worksheet.datavalidation	2
openpyxl.styles.fills	7
openpyxl.worksheet.related	1
openpyxl.worksheet.filters	14
openpyxl.chart.plotarea	7
openpyxl.descriptors.base	2
openpyxl.worksheet._writer	90
openpyxl.cell._writer	19
openpyxl.utils.datetime	9
openpyxl.compat.strings	5
openpyxl.xml.functions	2
openpyxl.worksheet.merge	1
openpyxl.packaging.relationship	5
openpyxl.descriptors.nested	3
openpyxl.descriptors.sequence	9
openpyxl.descriptors.namespace	1
openpyxl.styles.cell_style	7
openpyxl.styles.numbers	4
openpyxl.workbook._writer	36
openpyxl.descriptors.container	7
openpyxl.workbook.protection	2
openpyxl.styles.fonts	4
openpyxl.worksheet.page	1
openpyxl.worksheet.table	2
openpyxl.utils.escape	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_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_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	414	40.6%
gold	[1:9]	0	0.0%
yellow	[10:29]	0	0.0%
greenyellow	[30:49]	0	0.0%
lawngreen	50+	605	59.3%
All colors	1019	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	380	openpyxl.worksheet._writer.WorksheetWriter.write_row	call site: 00380	openpyxl.cell._writer._set_attributes
25	682	openpyxl.worksheet._writer.WorksheetWriter.write_tables	call site: 00682	openpyxl.worksheet.filters.StringFilter.to_tree
25	902	openpyxl.styles.fonts.Font.from_tree	call site: 00902	openpyxl.chart.plotarea.PlotArea.from_tree
20	513	openpyxl.worksheet._writer.WorksheetWriter.write_tail	call site: 00513	openpyxl.worksheet.filters.StringFilter.to_tree
17	546	openpyxl.packaging.relationship.RelationshipList.append	call site: 00546	openpyxl.worksheet.filters.StringFilter.to_tree
17	564	openpyxl.worksheet._writer.WorksheetWriter.write_tail	call site: 00564	openpyxl.worksheet.filters.StringFilter.to_tree
17	600	openpyxl.worksheet._writer.WorksheetWriter.write_tail	call site: 00600	openpyxl.worksheet.filters.StringFilter.to_tree
16	240	openpyxl.writer.excel.ExcelWriter.write_data	call site: 00240	openpyxl.packaging.custom.CustomPropertyList.to_tree
16	462	openpyxl.worksheet._writer.WorksheetWriter.write_tail	call site: 00462	openpyxl.worksheet.filters.StringFilter.to_tree
16	479	openpyxl.worksheet._writer.WorksheetWriter.write_tail	call site: 00479	openpyxl.worksheet.filters.StringFilter.to_tree
13	806	openpyxl.writer.excel.ExcelWriter._write_external_links	call site: 00806	openpyxl.packaging.manifest.Manifest.append
12	995	openpyxl.packaging.manifest.Manifest._write	call site: 00995	openpyxl.chart.plotarea.PlotArea.from_tree

Runtime coverage analysis

Covered functions

941

Functions that are reachable but not covered

165

Reachable functions

366

Percentage of reachable functions covered

54.92%

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_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	81
openpyxl.packaging.extended	3
openpyxl.packaging.custom	12
openpyxl.styles.stylesheet	32
openpyxl.chart.plotarea	7
openpyxl.chartsheet.chartsheet	5
openpyxl.packaging.workbook	3
openpyxl.chart.text	1
openpyxl.worksheet.filters	19
openpyxl.packaging.manifest	25
openpyxl.worksheet.related	1
openpyxl.styles.fills	9
openpyxl.worksheet.datavalidation	2
openpyxl.comments.comment_sheet	8
openpyxl.chart.series	1
openpyxl.chart.chartspace	2
openpyxl.descriptors.base	2
openpyxl.worksheet._writer	90
openpyxl.cell._writer	20
openpyxl.utils.datetime	9
openpyxl.compat.strings	5
openpyxl.xml.functions	4
openpyxl.worksheet.merge	1
openpyxl.packaging.relationship	5
openpyxl.descriptors.sequence	13
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.styles.fonts	4
openpyxl.chart.axis	2
openpyxl.worksheet.page	1
openpyxl.workbook.protection	2
openpyxl.worksheet.table	2
openpyxl.utils.escape	2

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	424	41.1%
gold	[1:9]	0	0.0%
yellow	[10:29]	0	0.0%
greenyellow	[30:49]	0	0.0%
lawngreen	50+	607	58.8%
All colors	1031	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	394	openpyxl.worksheet._writer.WorksheetWriter.write_row	call site: 00394	openpyxl.cell._writer._set_attributes
25	695	openpyxl.worksheet._writer.WorksheetWriter.write_tables	call site: 00695	openpyxl.worksheet.filters.StringFilter.to_tree
20	522	openpyxl.worksheet._writer.WorksheetWriter.write_tail	call site: 00522	openpyxl.worksheet.filters.StringFilter.to_tree
19	921	openpyxl.styles.fonts.Font.from_tree	call site: 00921	openpyxl.worksheet.table.TableColumn.from_tree
17	555	openpyxl.packaging.relationship.RelationshipList.append	call site: 00555	openpyxl.worksheet.filters.StringFilter.to_tree
17	573	openpyxl.worksheet._writer.WorksheetWriter.write_tail	call site: 00573	openpyxl.worksheet.filters.StringFilter.to_tree
17	609	openpyxl.worksheet._writer.WorksheetWriter.write_tail	call site: 00609	openpyxl.worksheet.filters.StringFilter.to_tree
16	255	openpyxl.writer.excel.ExcelWriter.write_data	call site: 00255	openpyxl.packaging.custom.CustomPropertyList.to_tree
16	471	openpyxl.worksheet._writer.WorksheetWriter.write_tail	call site: 00471	openpyxl.worksheet.filters.StringFilter.to_tree
16	488	openpyxl.worksheet._writer.WorksheetWriter.write_tail	call site: 00488	openpyxl.worksheet.filters.StringFilter.to_tree
15	902	openpyxl.workbook._writer.WorkbookWriter.write_root_rels	call site: 00902	openpyxl.descriptors.container.ElementList.from_tree
13	819	openpyxl.writer.excel.ExcelWriter._write_external_links	call site: 00819	openpyxl.packaging.manifest.Manifest.append

Runtime coverage analysis

Covered functions

940

Functions that are reachable but not covered

173

Reachable functions

371

Percentage of reachable functions covered

53.37%

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

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

Function name	source code lines	source lines hit	percentage hit

Files reached

filename	functions hit
/	1
...fuzz_sheet	12
openpyxl.workbook.workbook	25
openpyxl.packaging.core	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.series	1
openpyxl.worksheet.filters	20
openpyxl.packaging.custom	12
openpyxl.styles.stylesheet	32
openpyxl.worksheet.related	1
openpyxl.styles.fills	7
openpyxl.chart.chartspace	2
openpyxl.packaging.manifest	25
openpyxl.chartsheet.chartsheet	5
openpyxl.comments.comment_sheet	8
openpyxl.packaging.workbook	3
openpyxl.worksheet.datavalidation	2
openpyxl.chart.text	1
openpyxl.chart.plotarea	7
openpyxl.descriptors.base	2
openpyxl.worksheet._writer	91
openpyxl.cell._writer	19
openpyxl.utils.datetime	9
openpyxl.compat.strings	5
openpyxl.xml.functions	2
openpyxl.worksheet.merge	1
openpyxl.packaging.relationship	5
openpyxl.descriptors.nested	3
openpyxl.descriptors.sequence	11
openpyxl.descriptors.namespace	1
openpyxl.styles.cell_style	7
openpyxl.styles.numbers	4
openpyxl.workbook._writer	36
openpyxl.descriptors.container	7
openpyxl.styles.fonts	4
openpyxl.workbook.protection	2
openpyxl.worksheet.table	2
openpyxl.utils.escape	2
openpyxl.chart.axis	2
openpyxl.worksheet.page	1

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	418	42.0%
gold	[1:9]	0	0.0%
yellow	[10:29]	0	0.0%
greenyellow	[30:49]	0	0.0%
lawngreen	50+	575	57.9%
All colors	993	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	334	openpyxl.worksheet._writer.WorksheetWriter.write_row	call site: 00334	openpyxl.cell._writer._set_attributes
25	642	openpyxl.worksheet._writer.WorksheetWriter.write_tables	call site: 00642	openpyxl.worksheet.filters.StringFilter.to_tree
20	467	openpyxl.worksheet._writer.WorksheetWriter.write_tail	call site: 00467	openpyxl.worksheet.filters.StringFilter.to_tree
18	864	openpyxl.workbook._writer.WorkbookWriter.write_root_rels	call site: 00864	openpyxl.descriptors.container.ElementList.from_tree
17	500	openpyxl.packaging.relationship.RelationshipList.append	call site: 00500	openpyxl.worksheet.filters.StringFilter.to_tree
17	518	openpyxl.worksheet._writer.WorksheetWriter.write_tail	call site: 00518	openpyxl.worksheet.filters.StringFilter.to_tree
17	554	openpyxl.worksheet._writer.WorksheetWriter.write_tail	call site: 00554	openpyxl.worksheet.filters.StringFilter.to_tree
16	194	openpyxl.writer.excel.ExcelWriter.write_data	call site: 00194	openpyxl.packaging.custom.CustomPropertyList.to_tree
16	416	openpyxl.worksheet._writer.WorksheetWriter.write_tail	call site: 00416	openpyxl.worksheet.filters.StringFilter.to_tree
16	433	openpyxl.worksheet._writer.WorksheetWriter.write_tail	call site: 00433	openpyxl.worksheet.filters.StringFilter.to_tree
16	886	openpyxl.styles.fonts.Font.from_tree	call site: 00886	openpyxl.worksheet.table.TableColumn.from_tree
13	771	openpyxl.writer.excel.ExcelWriter._write_external_links	call site: 00771	openpyxl.packaging.manifest.Manifest.append

Runtime coverage analysis

Covered functions

941

Functions that are reachable but not covered

174

Reachable functions

360

Percentage of reachable functions covered

51.67%

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	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.workbook.child	2
openpyxl.worksheet.header_footer	2
openpyxl.writer.excel	81
openpyxl.packaging.extended	3
openpyxl.comments.comment_sheet	8
openpyxl.styles.stylesheet	32
openpyxl.chartsheet.chartsheet	5
openpyxl.worksheet.filters	17
openpyxl.chart.plotarea	7
openpyxl.chart.series	1
openpyxl.worksheet.related	1
openpyxl.worksheet.datavalidation	2
openpyxl.styles.fills	9
openpyxl.packaging.custom	12
openpyxl.packaging.manifest	25
openpyxl.chart.text	1
openpyxl.chart.chartspace	2
openpyxl.packaging.workbook	3
openpyxl.descriptors.base	2
openpyxl.worksheet._writer	91
openpyxl.cell._writer	20
openpyxl.utils.datetime	9
openpyxl.compat.strings	5
openpyxl.xml.functions	4
openpyxl.worksheet.merge	1
openpyxl.packaging.relationship	5
openpyxl.descriptors.nested	5
openpyxl.packaging.core	4
openpyxl.descriptors.sequence	13
openpyxl.descriptors.namespace	1
openpyxl.utils.indexed_list	4
openpyxl.styles.cell_style	7
openpyxl.styles.alignment	1
openpyxl.styles.numbers	4
openpyxl.styles.named_styles	14
openpyxl.workbook._writer	36
openpyxl.descriptors.container	7
openpyxl.styles.fonts	4
openpyxl.worksheet.table	2
openpyxl.utils.escape	2
openpyxl.chart.axis	2
openpyxl.workbook.protection	2
openpyxl.worksheet.page	1

Optimal target analysis

Remaining optimal interesting functions

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

Func name	Functions filename	Arg count	Args	Function depth	hitcount	instr count	bb count	cyclomatic complexity	Reachable functions	Incoming references	total cyclomatic complexity	Unreached complexity
openpyxl.reader.excel.ExcelReader.read_worksheets	openpyxl.reader.excel	1	['N/A']	6	0	9	6	5	203	2	665	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	75	0	241	80
openpyxl.reader.workbook.WorkbookParser.assign_names	openpyxl.reader.workbook	1	['N/A']	3	0	3	4	5	23	2	78	48
openpyxl.descriptors.serialisable.Serialisable.from_tree	openpyxl.descriptors.serialisable	2	['N/A', 'N/A']	2	0	5	12	8	15	0	53	35

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

Functions statically reachable by fuzzers

336 / 1251

Cyclomatic complexity statically reachable by fuzzers

1153 / 4038

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_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.worksheet._writer.WorksheetWriter.write_tables', 'openpyxl.styles.fonts.Font.from_tree', 'openpyxl.worksheet._writer.WorksheetWriter.write_tail', 'openpyxl.packaging.relationship.RelationshipList.append', 'openpyxl.writer.excel.ExcelWriter.write_data', 'openpyxl.writer.excel.ExcelWriter._write_external_links', 'openpyxl.workbook._writer.WorkbookWriter.write_root_rels']

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

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

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

Directories in report

Directory