High level conclusions

Fuzzers reach 60.88% code coverage.

Fuzzer fuzz_load is blocked:

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

Fuzzer fuzz_cellutil is blocked:

The runtime code coverage of fuzz_cellutil covers 21.21% 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

229 / 1250

Cyclomatic complexity statically reachable by fuzzers

780 / 4030

Runtime code coverage of functions

761 / 1250

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	Fuzzers runtime hit	Func lines hit %	I Count	BB Count	Cyclomatic complexity	Functions reached	Reached by functions	Accumulated cyclomatic complexity	Undiscovered complexity

Fuzzer: fuzz_cellutil

Call tree

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

Call tree overview bitmap:

The distribution of callsites in terms of coloring is

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

Fuzz blockers

The following nodes represent call sites where fuzz blockers occur.

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

Runtime coverage analysis

Covered functions

992

Functions that are reachable but not covered

26

Reachable functions

33

Percentage of reachable functions covered

21.21%

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

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

Function name	source code lines	source lines hit	percentage hit

Files reached

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

Fuzzer: fuzz_formulae

Call tree

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

Call tree overview bitmap:

The distribution of callsites in terms of coloring is

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

Fuzz blockers

The following nodes represent call sites where fuzz blockers occur.

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

Runtime coverage analysis

Covered functions

993

Functions that are reachable but not covered

21

Reachable functions

37

Percentage of reachable functions covered

43.24%

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

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

Function name	source code lines	source lines hit	percentage hit

Files reached

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

Fuzzer: fuzz_load

Call tree

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

Call tree overview bitmap:

The distribution of callsites in terms of coloring is

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

Fuzz blockers

The following nodes represent call sites where fuzz blockers occur.

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

Runtime coverage analysis

Covered functions

993

Functions that are reachable but not covered

5

Reachable functions

5

Percentage of reachable functions covered

0.0%

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

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

Function name	source code lines	source lines hit	percentage hit

Files reached

filename	functions hit
/	1
...fuzz_load	4

Fuzzer: fuzz_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	425	38.0%
gold	[1:9]	0	0.0%
yellow	[10:29]	0	0.0%
greenyellow	[30:49]	0	0.0%
lawngreen	50+	693	61.9%
All colors	1118	100

Fuzz blockers

The following nodes represent call sites where fuzz blockers occur.

Amount of callsites blocked	Calltree index	Parent function	Callsite	Largest blocked function
27	504	openpyxl.utils.datetime.to_excel	call site: 00504	openpyxl.compat.strings.safe_string
26	768	openpyxl.worksheet._writer.WorksheetWriter.write_tables	call site: 00768	openpyxl.descriptors.serialisable.Serialisable.to_tree
25	731	openpyxl.worksheet._writer.WorksheetWriter.write_tail	call site: 00731	openpyxl.descriptors.serialisable.Serialisable.to_tree
21	619	openpyxl.worksheet._writer.WorksheetWriter.write_tail	call site: 00619	openpyxl.descriptors.serialisable.Serialisable.to_tree
18	655	openpyxl.packaging.relationship.RelationshipList.append	call site: 00655	openpyxl.descriptors.serialisable.Serialisable.to_tree
18	674	openpyxl.worksheet._writer.WorksheetWriter.write_tail	call site: 00674	openpyxl.descriptors.serialisable.Serialisable.to_tree
18	712	openpyxl.worksheet._writer.WorksheetWriter.write_tail	call site: 00712	openpyxl.descriptors.serialisable.Serialisable.to_tree
17	565	openpyxl.worksheet._writer.WorksheetWriter.write_tail	call site: 00565	openpyxl.descriptors.serialisable.Serialisable.to_tree
17	583	openpyxl.worksheet._writer.WorksheetWriter.write_tail	call site: 00583	openpyxl.descriptors.serialisable.Serialisable.to_tree
17	1009	openpyxl.styles.fonts.Font.from_tree	call site: 01009	openpyxl.chart.plotarea.PlotArea.from_tree
16	341	openpyxl.writer.excel.ExcelWriter.write_data	call site: 00341	openpyxl.packaging.custom.CustomPropertyList.to_tree
15	134	...fuzz_sheet.TestInput	call site: 00134	openpyxl.workbook.workbook.Workbook.save

Runtime coverage analysis

Covered functions

992

Functions that are reachable but not covered

174

Reachable functions

385

Percentage of reachable functions covered

54.81%

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

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

Function name	source code lines	source lines hit	percentage hit

Files reached

filename	functions hit
/	1
...fuzz_sheet	12
openpyxl.workbook.workbook	25
openpyxl.packaging.core	9
openpyxl.utils.indexed_list	4
openpyxl.styles.alignment	1
openpyxl.styles.named_styles	12
openpyxl.worksheet.worksheet	18
openpyxl.workbook.child	2
openpyxl.worksheet.header_footer	2
openpyxl.worksheet.dimensions	12
openpyxl.worksheet.cell_range	6
openpyxl.utils.cell	10
openpyxl.worksheet.print_settings	1
openpyxl.worksheet.views	2
openpyxl.formatting.formatting	2
openpyxl.worksheet.properties	2
openpyxl.worksheet._write_only	2
openpyxl.writer.excel	81
openpyxl.packaging.extended	4
openpyxl.styles.fills	9
openpyxl.packaging.workbook	3
openpyxl.worksheet.related	1
openpyxl.descriptors.serialisable	45
openpyxl.descriptors.namespace	1
openpyxl.compat.strings	5
openpyxl.chart.plotarea	7
openpyxl.descriptors.nested	5
openpyxl.xml.functions	9
openpyxl.descriptors.sequence	13
openpyxl.chart.text	1
openpyxl.packaging.manifest	26
openpyxl.worksheet.datavalidation	2
openpyxl.packaging.relationship	10
openpyxl.packaging.custom	12
openpyxl.comments.comment_sheet	8
openpyxl.chart.series	1
openpyxl.styles.stylesheet	29
openpyxl.chartsheet.chartsheet	5
openpyxl.chart.chartspace	2
openpyxl.descriptors.base	2
openpyxl.worksheet._writer	95
openpyxl.cell._writer	19
openpyxl.utils.datetime	9
openpyxl.worksheet.merge	1
openpyxl.styles.cell_style	7
openpyxl.styles.numbers	4
openpyxl.workbook._writer	44
openpyxl.worksheet.table	2
openpyxl.utils.escape	2
openpyxl.styles.fonts	4
openpyxl.workbook.protection	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	379	39.0%
gold	[1:9]	0	0.0%
yellow	[10:29]	0	0.0%
greenyellow	[30:49]	0	0.0%
lawngreen	50+	592	60.9%
All colors	971	100

Fuzz blockers

The following nodes represent call sites where fuzz blockers occur.

Amount of callsites blocked	Calltree index	Parent function	Callsite	Largest blocked function
27	401	openpyxl.utils.datetime.to_excel	call site: 00401	openpyxl.compat.strings.safe_string
26	615	openpyxl.worksheet._writer.WorksheetWriter.write_tables	call site: 00615	openpyxl.descriptors.serialisable.Serialisable.to_tree
25	578	openpyxl.worksheet._writer.WorksheetWriter.write_tail	call site: 00578	openpyxl.descriptors.serialisable.Serialisable.to_tree
21	517	openpyxl.worksheet._writer.WorksheetWriter.write_tail	call site: 00517	openpyxl.descriptors.serialisable.Serialisable.to_tree
18	553	openpyxl.packaging.relationship.RelationshipList.append	call site: 00553	openpyxl.descriptors.serialisable.Serialisable.to_tree
17	463	openpyxl.worksheet._writer.WorksheetWriter.write_tail	call site: 00463	openpyxl.descriptors.serialisable.Serialisable.to_tree
17	481	openpyxl.worksheet._writer.WorksheetWriter.write_tail	call site: 00481	openpyxl.descriptors.serialisable.Serialisable.to_tree
17	851	openpyxl.descriptors.serialisable.Serialisable.from_tree	call site: 00851	openpyxl.chart.plotarea.PlotArea.from_tree
16	273	openpyxl.writer.excel.ExcelWriter.write_data	call site: 00273	openpyxl.packaging.custom.CustomPropertyList.to_tree
14	743	openpyxl.writer.excel.ExcelWriter._write_external_links	call site: 00743	openpyxl.packaging.relationship.RelationshipList.to_tree
13	947	openpyxl.packaging.manifest.Manifest._write	call site: 00947	openpyxl.descriptors.serialisable.Serialisable.from_tree
11	446	openpyxl.cell._writer.etree_write_cell	call site: 00446	openpyxl.xml.functions.whitespace

Runtime coverage analysis

Covered functions

993

Functions that are reachable but not covered

171

Reachable functions

365

Percentage of reachable functions covered

53.15%

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

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

Function name	source code lines	source lines hit	percentage hit

Files reached

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

Fuzzer: fuzz_comment

Call tree

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

Call tree overview bitmap:

The distribution of callsites in terms of coloring is

Color	Runtime hitcount	Callsite count	Percentage
red	0	428	38.5%
gold	[1:9]	0	0.0%
yellow	[10:29]	0	0.0%
greenyellow	[30:49]	0	0.0%
lawngreen	50+	681	61.4%
All colors	1109	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
32	973	openpyxl.descriptors.serialisable.Serialisable.from_tree	call site: 00973	openpyxl.chart.plotarea.PlotArea.from_tree
27	478	openpyxl.utils.datetime.to_excel	call site: 00478	openpyxl.compat.strings.safe_string
26	743	openpyxl.worksheet._writer.WorksheetWriter.write_tables	call site: 00743	openpyxl.descriptors.serialisable.Serialisable.to_tree
25	706	openpyxl.worksheet._writer.WorksheetWriter.write_tail	call site: 00706	openpyxl.descriptors.serialisable.Serialisable.to_tree
21	594	openpyxl.worksheet._writer.WorksheetWriter.write_tail	call site: 00594	openpyxl.descriptors.serialisable.Serialisable.to_tree
18	630	openpyxl.packaging.relationship.RelationshipList.append	call site: 00630	openpyxl.descriptors.serialisable.Serialisable.to_tree
18	649	openpyxl.worksheet._writer.WorksheetWriter.write_tail	call site: 00649	openpyxl.descriptors.serialisable.Serialisable.to_tree
18	687	openpyxl.worksheet._writer.WorksheetWriter.write_tail	call site: 00687	openpyxl.descriptors.serialisable.Serialisable.to_tree
17	540	openpyxl.worksheet._writer.WorksheetWriter.write_tail	call site: 00540	openpyxl.descriptors.serialisable.Serialisable.to_tree
17	558	openpyxl.worksheet._writer.WorksheetWriter.write_tail	call site: 00558	openpyxl.descriptors.serialisable.Serialisable.to_tree
16	316	openpyxl.writer.excel.ExcelWriter.write_data	call site: 00316	openpyxl.packaging.custom.CustomPropertyList.to_tree
14	866	openpyxl.writer.excel.ExcelWriter._write_external_links	call site: 00866	openpyxl.packaging.relationship.RelationshipList.to_tree

Runtime coverage analysis

Covered functions

992

Functions that are reachable but not covered

180

Reachable functions

388

Percentage of reachable functions covered

53.61%

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

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

Function name	source code lines	source lines hit	percentage hit

Files reached

filename	functions hit
/	1
...fuzz_comment	6
openpyxl.workbook.workbook	25
openpyxl.packaging.core	9
openpyxl.utils.indexed_list	4
openpyxl.styles.alignment	1
openpyxl.styles.named_styles	12
openpyxl.worksheet.worksheet	18
openpyxl.workbook.child	2
openpyxl.worksheet.header_footer	2
openpyxl.worksheet.dimensions	11
openpyxl.worksheet.cell_range	6
openpyxl.utils.cell	10
openpyxl.worksheet.print_settings	1
openpyxl.worksheet.views	2
openpyxl.formatting.formatting	2
openpyxl.worksheet.properties	2
openpyxl.worksheet._write_only	2
openpyxl.writer.excel	81
openpyxl.packaging.extended	4
openpyxl.packaging.manifest	26
openpyxl.worksheet.datavalidation	2
openpyxl.chart.chartspace	2
openpyxl.chartsheet.chartsheet	5
openpyxl.chart.text	1
openpyxl.packaging.custom	12
openpyxl.styles.fills	7
openpyxl.comments.comment_sheet	8
openpyxl.packaging.relationship	9
openpyxl.chart.series	1
openpyxl.styles.stylesheet	29
openpyxl.worksheet.related	1
openpyxl.chart.plotarea	7
openpyxl.packaging.workbook	3
openpyxl.descriptors.serialisable	47
openpyxl.descriptors.namespace	1
openpyxl.compat.strings	5
openpyxl.descriptors.sequence	11
openpyxl.descriptors.nested	5
openpyxl.xml.functions	9
openpyxl.descriptors.base	2
openpyxl.worksheet._writer	95
openpyxl.cell._writer	20
openpyxl.utils.datetime	9
openpyxl.worksheet.merge	1
openpyxl.styles.cell_style	7
openpyxl.styles.numbers	4
openpyxl.workbook._writer	44
openpyxl.chart.axis	5
openpyxl.workbook.protection	5
openpyxl.worksheet.table	2
openpyxl.utils.escape	2
openpyxl.styles.fonts	7
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	413	37.7%
gold	[1:9]	0	0.0%
yellow	[10:29]	0	0.0%
greenyellow	[30:49]	0	0.0%
lawngreen	50+	682	62.2%
All colors	1095	100

Fuzz blockers

The following nodes represent call sites where fuzz blockers occur.

Amount of callsites blocked	Calltree index	Parent function	Callsite	Largest blocked function
27	512	openpyxl.utils.datetime.to_excel	call site: 00512	openpyxl.compat.strings.safe_string
26	745	openpyxl.worksheet._writer.WorksheetWriter.write_tables	call site: 00745	openpyxl.descriptors.serialisable.Serialisable.to_tree
21	628	openpyxl.worksheet._writer.WorksheetWriter.write_tail	call site: 00628	openpyxl.descriptors.serialisable.Serialisable.to_tree
19	984	openpyxl.descriptors.serialisable.Serialisable.from_tree	call site: 00984	openpyxl.chart.plotarea.PlotArea.from_tree
18	664	openpyxl.packaging.relationship.RelationshipList.append	call site: 00664	openpyxl.descriptors.serialisable.Serialisable.to_tree
17	574	openpyxl.worksheet._writer.WorksheetWriter.write_tail	call site: 00574	openpyxl.descriptors.serialisable.Serialisable.to_tree
17	592	openpyxl.worksheet._writer.WorksheetWriter.write_tail	call site: 00592	openpyxl.descriptors.serialisable.Serialisable.to_tree
16	384	openpyxl.writer.excel.ExcelWriter.write_data	call site: 00384	openpyxl.packaging.custom.CustomPropertyList.to_tree
15	945	openpyxl.workbook._writer.WorkbookWriter.write_root_rels	call site: 00945	openpyxl.styles.fonts.Font.from_tree
14	868	openpyxl.writer.excel.ExcelWriter._write_external_links	call site: 00868	openpyxl.packaging.relationship.RelationshipList.to_tree
13	1071	openpyxl.packaging.manifest.Manifest._write	call site: 01071	openpyxl.descriptors.serialisable.Serialisable.from_tree
11	557	openpyxl.cell._writer.etree_write_cell	call site: 00557	openpyxl.xml.functions.whitespace

Runtime coverage analysis

Covered functions

992

Functions that are reachable but not covered

176

Reachable functions

418

Percentage of reachable functions covered

57.89%

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

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

Function name	source code lines	source lines hit	percentage hit

Files reached

filename	functions hit
/	1
...fuzz_chart	18
openpyxl.workbook.workbook	26
openpyxl.packaging.core	9
openpyxl.utils.indexed_list	4
openpyxl.styles.alignment	1
openpyxl.styles.named_styles	12
openpyxl.worksheet.worksheet	18
openpyxl.workbook.child	2
openpyxl.worksheet.header_footer	2
openpyxl.worksheet.dimensions	11
openpyxl.worksheet.cell_range	6
openpyxl.utils.cell	10
openpyxl.worksheet.print_settings	1
openpyxl.worksheet.views	2
openpyxl.formatting.formatting	2
openpyxl.worksheet.properties	2
openpyxl.chartsheet.chartsheet	8
openpyxl.chartsheet.views	1
openpyxl.chart.area_chart	4
openpyxl.chart.axis	4
openpyxl.chart.bar_chart	5
openpyxl.chart.line_chart	4
openpyxl.chart.reference	3
openpyxl.chart._chart	5
openpyxl.chart.series_factory	9
openpyxl.chart.series	3
openpyxl.chart.shapes	1
openpyxl.chart.marker	1
openpyxl.chart.data_source	1
openpyxl.drawing.spreadsheet_drawing	3
openpyxl.worksheet._write_only	2
openpyxl.writer.excel	81
openpyxl.packaging.extended	4
openpyxl.comments.comment_sheet	8
openpyxl.worksheet.related	1
openpyxl.packaging.custom	12
openpyxl.chart.text	1
openpyxl.styles.stylesheet	29
openpyxl.chart.chartspace	2
openpyxl.styles.fills	7
openpyxl.chart.plotarea	7
openpyxl.packaging.workbook	3
openpyxl.packaging.manifest	26
openpyxl.worksheet.datavalidation	2
openpyxl.packaging.relationship	9
openpyxl.descriptors.serialisable	41
openpyxl.descriptors.namespace	1
openpyxl.compat.strings	5
openpyxl.descriptors.nested	5
openpyxl.xml.functions	9
openpyxl.descriptors.sequence	11
openpyxl.descriptors.base	2
openpyxl.worksheet._writer	95
openpyxl.cell._writer	20
openpyxl.utils.datetime	9
openpyxl.worksheet.merge	1
openpyxl.styles.cell_style	7
openpyxl.styles.numbers	4
openpyxl.workbook._writer	44
openpyxl.workbook.protection	2
openpyxl.styles.fonts	4
openpyxl.worksheet.table	2
openpyxl.utils.escape	2
openpyxl.worksheet.page	1

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	428	38.2%
gold	[1:9]	0	0.0%
yellow	[10:29]	0	0.0%
greenyellow	[30:49]	0	0.0%
lawngreen	50+	692	61.7%
All colors	1120	100

Fuzz blockers

The following nodes represent call sites where fuzz blockers occur.

Amount of callsites blocked	Calltree index	Parent function	Callsite	Largest blocked function
27	523	openpyxl.worksheet._writer.WorksheetWriter.write_row	call site: 00523	openpyxl.cell._writer._set_attributes
27	1001	openpyxl.styles.fonts.Font.from_tree	call site: 01001	openpyxl.chart.plotarea.PlotArea.from_tree
26	755	openpyxl.worksheet._writer.WorksheetWriter.write_tables	call site: 00755	openpyxl.descriptors.serialisable.Serialisable.to_tree
25	718	openpyxl.worksheet._writer.WorksheetWriter.write_tail	call site: 00718	openpyxl.descriptors.serialisable.Serialisable.to_tree
21	606	openpyxl.worksheet._writer.WorksheetWriter.write_tail	call site: 00606	openpyxl.descriptors.serialisable.Serialisable.to_tree
18	642	openpyxl.packaging.relationship.RelationshipList.append	call site: 00642	openpyxl.descriptors.serialisable.Serialisable.to_tree
18	661	openpyxl.worksheet._writer.WorksheetWriter.write_tail	call site: 00661	openpyxl.descriptors.serialisable.Serialisable.to_tree
18	699	openpyxl.worksheet._writer.WorksheetWriter.write_tail	call site: 00699	openpyxl.descriptors.serialisable.Serialisable.to_tree
17	552	openpyxl.worksheet._writer.WorksheetWriter.write_tail	call site: 00552	openpyxl.descriptors.serialisable.Serialisable.to_tree
17	570	openpyxl.worksheet._writer.WorksheetWriter.write_tail	call site: 00570	openpyxl.descriptors.serialisable.Serialisable.to_tree
16	327	openpyxl.writer.excel.ExcelWriter.write_data	call site: 00327	openpyxl.packaging.custom.CustomPropertyList.to_tree
14	878	openpyxl.writer.excel.ExcelWriter._write_external_links	call site: 00878	openpyxl.packaging.relationship.RelationshipList.to_tree

Runtime coverage analysis

Covered functions

993

Functions that are reachable but not covered

189

Reachable functions

394

Percentage of reachable functions covered

52.03%

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

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

Function name	source code lines	source lines hit	percentage hit

Files reached

filename	functions hit
/	1
...fuzz_sort	8
openpyxl.workbook.workbook	25
openpyxl.packaging.core	9
openpyxl.utils.indexed_list	4
openpyxl.styles.alignment	1
openpyxl.styles.named_styles	12
openpyxl.worksheet.worksheet	18
openpyxl.workbook.child	2
openpyxl.worksheet.header_footer	2
openpyxl.worksheet.dimensions	12
openpyxl.worksheet.cell_range	6
openpyxl.utils.cell	10
openpyxl.worksheet.print_settings	1
openpyxl.worksheet.views	2
openpyxl.formatting.formatting	2
openpyxl.worksheet.properties	2
openpyxl.worksheet._write_only	2
openpyxl.writer.excel	81
openpyxl.packaging.extended	4
openpyxl.styles.fills	9
openpyxl.worksheet.related	1
openpyxl.comments.comment_sheet	8
openpyxl.descriptors.serialisable	48
openpyxl.descriptors.namespace	1
openpyxl.compat.strings	5
openpyxl.packaging.manifest	26
openpyxl.chart.plotarea	7
openpyxl.descriptors.sequence	13
openpyxl.chart.text	1
openpyxl.descriptors.nested	5
openpyxl.xml.functions	11
openpyxl.packaging.custom	12
openpyxl.packaging.workbook	3
openpyxl.chart.chartspace	2
openpyxl.styles.stylesheet	29
openpyxl.worksheet.datavalidation	2
openpyxl.chart.series	1
openpyxl.packaging.relationship	10
openpyxl.chartsheet.chartsheet	5
openpyxl.descriptors.base	2
openpyxl.worksheet._writer	95
openpyxl.cell._writer	20
openpyxl.utils.datetime	9
openpyxl.worksheet.merge	1
openpyxl.styles.cell_style	7
openpyxl.styles.numbers	4
openpyxl.workbook._writer	44
openpyxl.worksheet.table	2
openpyxl.utils.escape	2
openpyxl.worksheet.page	1
openpyxl.styles.fonts	7
openpyxl.workbook.protection	5
openpyxl.chart.axis	5

Optimal target analysis

Remaining optimal interesting functions

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

Func name	Functions filename	Arg count	Args	Function depth	hitcount	instr count	bb count	cyclomatic complexity	Reachable functions	Incoming references	total cyclomatic complexity	Unreached complexity
openpyxl.reader.excel.ExcelReader.read_worksheets	openpyxl.reader.excel	1	['N/A']	5	0	8	6	5	210	2	690	332
openpyxl.descriptors.sequence.Sequence.__set__	openpyxl.descriptors.sequence	3	['N/A', 'N/A', 'N/A']	3	0	1	2	4	46	1	145	89
openpyxl.drawing.spreadsheet_drawing.SpreadsheetDrawing._write	openpyxl.drawing.spreadsheet_drawing	1	['N/A']	3	0	7	5	5	93	0	304	80
openpyxl.reader.workbook.WorkbookParser.assign_names	openpyxl.reader.workbook	1	['N/A']	2	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

331 / 1250

Cyclomatic complexity statically reachable by fuzzers

1137 / 4030

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	Fuzzers runtime hit	Func lines hit %	I Count	BB Count	Cyclomatic complexity	Functions reached	Reached by functions	Accumulated cyclomatic complexity	Undiscovered complexity

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.pivot.fields.Number.__init__	31	17	54.83%	[]
openpyxl.drawing.colors.SystemColor.__init__	35	5	14.28%	[]
openpyxl.drawing.colors.SchemeColor.__init__	41	12	29.26%	[]
openpyxl.drawing.fill.Blip.__init__	38	7	18.42%	[]
openpyxl.cell._writer.lxml_write_cell	44	2	4.545%	['fuzz_sheet', 'fuzz_basic', 'fuzz_comment', 'fuzz_chart', 'fuzz_sort']
l.append	41	15	36.58%	[]
openpyxl.pivot.table.PivotField.__init__	58	8	13.79%	[]
openpyxl.pivot.table.TableDefinition.__init__	87	0	0.0%	[]
openpyxl.worksheet._reader.WorkSheetParser.parse_cell	44	0	0.0%	[]
openpyxl.reader.excel.ExcelReader.read_worksheets	56	0	0.0%	[]
openpyxl.reader.drawings.find_images	40	0	0.0%	[]
openpyxl.pivot.cache.CacheHierarchy.__init__	35	10	28.57%	[]

This section shows which files and directories are considered in this report. The main reason for showing this is fuzz introspector may include more code in the reasoning than is desired. This section helps identify if too many files/directories are included, e.g. third party code, which may be irrelevant for the threat model. In the event too much is included, fuzz introspector supports a configuration file that can exclude data from the report. See the following link for more information on how to create a config file: link

Files in report

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

Directories in report

Directory