High level conclusions

Fuzzers reach 70.45% code coverage.

Fuzzer fuzz_cellutil is blocked:

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

Fuzzer fuzz_load is blocked:

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

Reachability and coverage overview

Functions statically reachable by fuzzers

231 / 1249

Cyclomatic complexity statically reachable by fuzzers

788 / 4028

Runtime code coverage of functions

880 / 1249

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	392	39.3%
gold	[1:9]	0	0.0%
yellow	[10:29]	0	0.0%
greenyellow	[30:49]	0	0.0%
lawngreen	50+	605	60.6%
All colors	997	100

Fuzz blockers

The following nodes represent call sites where fuzz blockers occur.

Amount of callsites blocked	Calltree index	Parent function	Callsite	Largest blocked function
25	661	openpyxl.worksheet._writer.WorksheetWriter.write_tables	call site: 00661	openpyxl.worksheet.filters.StringFilter.to_tree
21	392	openpyxl.utils.datetime.to_excel	call site: 00392	openpyxl.compat.strings.safe_string
17	505	openpyxl.worksheet.merge.MergeCell.__init__	call site: 00505	openpyxl.worksheet.filters.StringFilter.to_tree
17	535	openpyxl.packaging.relationship.RelationshipList.append	call site: 00535	openpyxl.worksheet.filters.StringFilter.to_tree
17	553	openpyxl.worksheet._writer.WorksheetWriter.write_tail	call site: 00553	openpyxl.worksheet.filters.StringFilter.to_tree
17	589	openpyxl.worksheet._writer.WorksheetWriter.write_tail	call site: 00589	openpyxl.worksheet.filters.StringFilter.to_tree
16	451	openpyxl.worksheet._writer.WorksheetWriter.write_tail	call site: 00451	openpyxl.worksheet.filters.StringFilter.to_tree
16	468	openpyxl.worksheet._writer.WorksheetWriter.write_tail	call site: 00468	openpyxl.worksheet.filters.StringFilter.to_tree
13	622	openpyxl.packaging.core.QualifiedDateTime.to_tree	call site: 00622	openpyxl.descriptors.sequence.NestedSequence.to_tree
13	785	openpyxl.writer.excel.ExcelWriter._write_external_links	call site: 00785	openpyxl.packaging.manifest.Manifest.append
12	162	openpyxl.writer.excel.ExcelWriter.write_data	call site: 00162	openpyxl.packaging.custom._CustomDocumentPropertyList.to_tree
12	974	openpyxl.packaging.manifest.Manifest._write	call site: 00974	openpyxl.chart.plotarea.PlotArea.from_tree

Runtime coverage analysis

Covered functions

1121

Functions that are reachable but not covered

157

Reachable functions

366

Percentage of reachable functions covered

57.1%

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

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

Function name	source code lines	source lines hit	percentage hit

Files reached

filename	functions hit
/	1
...fuzz_sort	9
openpyxl.workbook.workbook	25
openpyxl.packaging.core	5
openpyxl.utils.indexed_list	4
openpyxl.styles.alignment	1
openpyxl.styles.named_styles	17
openpyxl.worksheet.worksheet	17
openpyxl.workbook.child	2
openpyxl.worksheet.header_footer	2
openpyxl.worksheet.dimensions	11
openpyxl.worksheet.cell_range	6
openpyxl.utils.cell	13
openpyxl.worksheet.print_settings	1
openpyxl.worksheet.views	2
openpyxl.formatting.formatting	2
openpyxl.worksheet.properties	2
openpyxl.worksheet._write_only	2
openpyxl.writer.excel	81
openpyxl.packaging.extended	3
openpyxl.packaging.manifest	25
openpyxl.worksheet.filters	14
openpyxl.packaging.custom	12
openpyxl.worksheet.datavalidation	2
openpyxl.worksheet.related	1
openpyxl.chart.text	1
openpyxl.styles.fills	7
openpyxl.styles.stylesheet	32
openpyxl.chartsheet.chartsheet	5
openpyxl.comments.comment_sheet	8
openpyxl.chart.chartspace	2
openpyxl.chart.series	1
openpyxl.packaging.workbook	3
openpyxl.chart.plotarea	7
openpyxl.descriptors.base	2
openpyxl.worksheet._writer	89
openpyxl.cell._writer	19
openpyxl.utils.datetime	9
openpyxl.compat.strings	5
openpyxl.xml.functions	2
openpyxl.worksheet.merge	1
openpyxl.packaging.relationship	5
openpyxl.descriptors.sequence	9
openpyxl.descriptors.namespace	1
openpyxl.descriptors.nested	3
openpyxl.styles.cell_style	7
openpyxl.styles.numbers	4
openpyxl.workbook._writer	36
openpyxl.descriptors.container	7
openpyxl.styles.fonts	4
openpyxl.worksheet.page	1
openpyxl.chart.axis	2
openpyxl.workbook.protection	2
openpyxl.worksheet.table	2
openpyxl.utils.escape	2

Fuzzer: fuzz_basic

Call tree

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

Call tree overview bitmap:

The distribution of callsites in terms of coloring is

Color	Runtime hitcount	Callsite count	Percentage
red	0	380	41.6%
gold	[1:9]	0	0.0%
yellow	[10:29]	0	0.0%
greenyellow	[30:49]	0	0.0%
lawngreen	50+	533	58.3%
All colors	913	100

Fuzz blockers

The following nodes represent call sites where fuzz blockers occur.

Amount of callsites blocked	Calltree index	Parent function	Callsite	Largest blocked function
25	550	openpyxl.worksheet._writer.WorksheetWriter.write_tables	call site: 00550	openpyxl.worksheet.filters.StringFilter.to_tree
21	322	openpyxl.utils.datetime.to_excel	call site: 00322	openpyxl.compat.strings.safe_string
20	157	openpyxl.styles.fills.PatternFill.to_tree	call site: 00157	openpyxl.chartsheet.chartsheet.Chartsheet.to_tree
17	440	openpyxl.worksheet.merge.MergeCell.__init__	call site: 00440	openpyxl.worksheet.filters.StringFilter.to_tree
17	470	openpyxl.packaging.relationship.RelationshipList.append	call site: 00470	openpyxl.worksheet.filters.StringFilter.to_tree
16	386	openpyxl.worksheet._writer.WorksheetWriter.write_tail	call site: 00386	openpyxl.worksheet.filters.StringFilter.to_tree
16	403	openpyxl.worksheet._writer.WorksheetWriter.write_tail	call site: 00403	openpyxl.worksheet.filters.StringFilter.to_tree
14	524	openpyxl.descriptors.sequence.ValueSequence.to_tree	call site: 00524	openpyxl.styles.fills.PatternFill.to_tree
13	679	openpyxl.writer.excel.ExcelWriter._write_external_links	call site: 00679	openpyxl.packaging.manifest.Manifest.append
12	6	...fuzz_basic.TestInput	call site: 00006	fdp.ConsumeIntInRange
12	890	openpyxl.packaging.manifest.Manifest._write	call site: 00890	openpyxl.chart.plotarea.PlotArea.from_tree
11	588	openpyxl.packaging.relationship.get_rels_path	call site: 00588	openpyxl.packaging.manifest.Manifest.append

Runtime coverage analysis

Covered functions

1121

Functions that are reachable but not covered

172

Reachable functions

364

Percentage of reachable functions covered

52.75%

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

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	403	38.7%
gold	[1:9]	0	0.0%
yellow	[10:29]	0	0.0%
greenyellow	[30:49]	0	0.0%
lawngreen	50+	636	61.2%
All colors	1039	100

Fuzz blockers

The following nodes represent call sites where fuzz blockers occur.

Amount of callsites blocked	Calltree index	Parent function	Callsite	Largest blocked function
25	680	openpyxl.worksheet._writer.WorksheetWriter.write_tables	call site: 00680	openpyxl.worksheet.filters.StringFilter.to_tree
22	438	openpyxl.worksheet._writer.WorksheetWriter.write_row	call site: 00438	openpyxl.cell._writer._set_attributes
18	206	openpyxl.packaging.manifest.Manifest.to_tree	call site: 00206	openpyxl.chartsheet.chartsheet.Chartsheet.to_tree
17	516	openpyxl.worksheet.merge.MergeCell.__init__	call site: 00516	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	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
15	189	openpyxl.writer.excel.ExcelWriter.write_data	call site: 00189	openpyxl.worksheet.filters.StringFilter.to_tree
13	804	openpyxl.writer.excel.ExcelWriter._write_external_links	call site: 00804	openpyxl.packaging.manifest.Manifest.append
13	1014	openpyxl.packaging.manifest.Manifest._write	call site: 01014	openpyxl.descriptors.serialisable.Serialisable.from_tree

Runtime coverage analysis

Covered functions

1121

Functions that are reachable but not covered

163

Reachable functions

376

Percentage of reachable functions covered

56.65%

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

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

Function name	source code lines	source lines hit	percentage hit

Files reached

filename	functions hit
/	1
...fuzz_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.styles.fills	9
openpyxl.packaging.custom	12
openpyxl.chart.series	1
openpyxl.chart.chartspace	2
openpyxl.comments.comment_sheet	8
openpyxl.styles.stylesheet	32
openpyxl.worksheet.related	1
openpyxl.worksheet.datavalidation	2
openpyxl.worksheet.filters	19
openpyxl.chart.text	1
openpyxl.packaging.manifest	26
openpyxl.chartsheet.chartsheet	5
openpyxl.chart.plotarea	7
openpyxl.packaging.workbook	3
openpyxl.descriptors.base	2
openpyxl.worksheet._writer	90
openpyxl.cell._writer	20
openpyxl.utils.datetime	9
openpyxl.xml.functions	7
openpyxl.compat.strings	5
openpyxl.worksheet.merge	1
openpyxl.packaging.relationship	5
openpyxl.descriptors.nested	5
openpyxl.descriptors.sequence	11
openpyxl.descriptors.namespace	1
openpyxl.styles.cell_style	7
openpyxl.styles.numbers	4
openpyxl.workbook._writer	36
openpyxl.descriptors.container	8
openpyxl.descriptors.serialisable	12
openpyxl.worksheet.page	1
openpyxl.styles.fonts	4
openpyxl.chart.axis	2
openpyxl.worksheet.table	2
openpyxl.utils.escape	2
openpyxl.workbook.protection	2

Fuzzer: fuzz_load

Call tree

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

Call tree overview bitmap:

The distribution of callsites in terms of coloring is

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

Fuzz blockers

The following nodes represent call sites where fuzz blockers occur.

Amount of callsites blocked	Calltree index	Parent function	Callsite	Largest blocked function
2	2	...fuzz_load.TestInput	call site: 00002	openpyxl.load_workbook

Runtime coverage analysis

Covered functions

1121

Functions that are reachable but not covered

5

Reachable functions

5

Percentage of reachable functions covered

0.0%

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

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

Function name	source code lines	source lines hit	percentage hit

Files reached

filename	functions hit
/	1
...fuzz_load	4

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	459	40.0%
gold	[1:9]	0	0.0%
yellow	[10:29]	0	0.0%
greenyellow	[30:49]	0	0.0%
lawngreen	50+	688	59.9%
All colors	1147	100

Fuzz blockers

The following nodes represent call sites where fuzz blockers occur.

Amount of callsites blocked	Calltree index	Parent function	Callsite	Largest blocked function
26	773	openpyxl.worksheet._writer.WorksheetWriter.write_tables	call site: 00773	openpyxl.descriptors.serialisable.Serialisable.to_tree
22	538	openpyxl.worksheet._writer.WorksheetWriter.write_row	call site: 00538	openpyxl.cell._writer._set_attributes
19	295	openpyxl.packaging.manifest.Manifest.to_tree	call site: 00295	openpyxl.chartsheet.chartsheet.Chartsheet.to_tree
18	619	openpyxl.worksheet.merge.MergeCell.__init__	call site: 00619	openpyxl.descriptors.serialisable.Serialisable.to_tree
18	650	openpyxl.packaging.relationship.RelationshipList.append	call site: 00650	openpyxl.descriptors.serialisable.Serialisable.to_tree
18	669	openpyxl.worksheet._writer.WorksheetWriter.write_tail	call site: 00669	openpyxl.descriptors.serialisable.Serialisable.to_tree
18	707	openpyxl.worksheet._writer.WorksheetWriter.write_tail	call site: 00707	openpyxl.descriptors.serialisable.Serialisable.to_tree
17	267	openpyxl.packaging.core.QualifiedDateTime.to_tree	call site: 00267	openpyxl.descriptors.serialisable.Serialisable.to_tree
17	562	openpyxl.worksheet._writer.WorksheetWriter.write_tail	call site: 00562	openpyxl.descriptors.serialisable.Serialisable.to_tree
17	580	openpyxl.worksheet._writer.WorksheetWriter.write_tail	call site: 00580	openpyxl.descriptors.serialisable.Serialisable.to_tree
13	898	openpyxl.writer.excel.ExcelWriter._write_external_links	call site: 00898	openpyxl.packaging.manifest.Manifest.append
13	1123	openpyxl.packaging.manifest.Manifest._write	call site: 01123	openpyxl.descriptors.serialisable.Serialisable.from_tree

Runtime coverage analysis

Covered functions

1120

Functions that are reachable but not covered

188

Reachable functions

404

Percentage of reachable functions covered

53.47%

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

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

Function name	source code lines	source lines hit	percentage hit

Files reached

filename	functions hit
/	1
...fuzz_sheet	19
openpyxl.workbook.workbook	25
openpyxl.packaging.core	10
openpyxl.utils.indexed_list	4
openpyxl.styles.alignment	1
openpyxl.styles.named_styles	17
openpyxl.worksheet.worksheet	17
openpyxl.workbook.child	2
openpyxl.worksheet.header_footer	2
openpyxl.worksheet.dimensions	12
openpyxl.worksheet.cell_range	6
openpyxl.utils.cell	13
openpyxl.worksheet.print_settings	1
openpyxl.worksheet.views	2
openpyxl.formatting.formatting	2
openpyxl.worksheet.properties	2
openpyxl.worksheet._write_only	2
openpyxl.writer.excel	82
openpyxl.packaging.extended	3
openpyxl.descriptors.serialisable	46
openpyxl.descriptors.namespace	1
openpyxl.compat.strings	5
openpyxl.packaging.custom	12
openpyxl.styles.fills	9
openpyxl.worksheet.datavalidation	2
openpyxl.descriptors.nested	3
openpyxl.comments.comment_sheet	8
openpyxl.chart.series	1
openpyxl.descriptors.sequence	13
openpyxl.packaging.workbook	3
openpyxl.chart.text	1
openpyxl.worksheet.filters	21
openpyxl.worksheet.related	1
openpyxl.styles.stylesheet	32
openpyxl.chart.chartspace	2
openpyxl.packaging.manifest	26
openpyxl.chartsheet.chartsheet	5
openpyxl.chart.plotarea	7
openpyxl.descriptors.base	2
openpyxl.worksheet._writer	92
openpyxl.cell._writer	20
openpyxl.utils.datetime	9
openpyxl.xml.functions	7
openpyxl.worksheet.merge	1
openpyxl.packaging.relationship	5
openpyxl.styles.cell_style	7
openpyxl.styles.numbers	4
openpyxl.workbook._writer	36
openpyxl.descriptors.container	8
openpyxl.worksheet.page	1
openpyxl.workbook.protection	5
openpyxl.chart.axis	5
openpyxl.styles.fonts	7
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

1121

Functions that are reachable but not covered

25

Reachable functions

41

Percentage of reachable functions covered

39.02%

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

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

Function name	source code lines	source lines hit	percentage hit

Files reached

filename	functions hit
/	1
...fuzz_formulae	6
openpyxl.formula.tokenizer	10
openpyxl.formula.translate	20
openpyxl.utils.cell	9

Fuzzer: fuzz_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	446	39.8%
gold	[1:9]	0	0.0%
yellow	[10:29]	0	0.0%
greenyellow	[30:49]	0	0.0%
lawngreen	50+	672	60.1%
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
25	782	openpyxl.worksheet._writer.WorksheetWriter.write_tables	call site: 00782	openpyxl.worksheet.filters.StringFilter.to_tree
21	494	openpyxl.utils.datetime.to_excel	call site: 00494	openpyxl.compat.strings.safe_string
17	612	openpyxl.worksheet.merge.MergeCell.__init__	call site: 00612	openpyxl.worksheet.filters.StringFilter.to_tree
17	642	openpyxl.packaging.relationship.RelationshipList.append	call site: 00642	openpyxl.worksheet.filters.StringFilter.to_tree
17	660	openpyxl.worksheet._writer.WorksheetWriter.write_tail	call site: 00660	openpyxl.worksheet.filters.StringFilter.to_tree
17	696	openpyxl.worksheet._writer.WorksheetWriter.write_tail	call site: 00696	openpyxl.worksheet.filters.StringFilter.to_tree
16	558	openpyxl.worksheet._writer.WorksheetWriter.write_tail	call site: 00558	openpyxl.worksheet.filters.StringFilter.to_tree
16	575	openpyxl.worksheet._writer.WorksheetWriter.write_tail	call site: 00575	openpyxl.worksheet.filters.StringFilter.to_tree
14	207	openpyxl.chart.data_source.AxDataSource.__init__	call site: 00207	openpyxl.chart._chart.ChartBase.set_categories
13	906	openpyxl.writer.excel.ExcelWriter._write_external_links	call site: 00906	openpyxl.packaging.manifest.Manifest.append
12	177	...fuzz_chart.TestInput	call site: 00177	openpyxl.chart._chart.ChartBase.add_data
12	714	openpyxl.worksheet._writer.WorksheetWriter.write_tail	call site: 00714	openpyxl.worksheet.filters.StringFilter.to_tree

Runtime coverage analysis

Covered functions

1120

Functions that are reachable but not covered

166

Reachable functions

411

Percentage of reachable functions covered

59.61%

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_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	12
openpyxl.worksheet.cell_range	6
openpyxl.utils.cell	15
openpyxl.worksheet.print_settings	1
openpyxl.worksheet.views	2
openpyxl.formatting.formatting	2
openpyxl.worksheet.properties	2
openpyxl.chartsheet.chartsheet	8
openpyxl.chartsheet.views	1
openpyxl.chart.area_chart	4
openpyxl.chart.axis	4
openpyxl.chart.bar_chart	5
openpyxl.chart.line_chart	4
openpyxl.chart.reference	3
openpyxl.chart._chart	5
openpyxl.chart.series_factory	9
openpyxl.chart.series	3
openpyxl.chart.shapes	1
openpyxl.chart.marker	1
openpyxl.chart.data_source	1
openpyxl.drawing.spreadsheet_drawing	3
openpyxl.worksheet._write_only	2
openpyxl.writer.excel	81
openpyxl.packaging.extended	3
openpyxl.packaging.custom	12
openpyxl.chart.plotarea	7
openpyxl.worksheet.filters	19
openpyxl.packaging.manifest	25
openpyxl.styles.stylesheet	32
openpyxl.chart.text	1
openpyxl.styles.fills	9
openpyxl.worksheet.datavalidation	2
openpyxl.chart.chartspace	2
openpyxl.packaging.workbook	3
openpyxl.comments.comment_sheet	8
openpyxl.worksheet.related	1
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.sequence	11
openpyxl.descriptors.nested	5
openpyxl.descriptors.namespace	1
openpyxl.styles.cell_style	7
openpyxl.styles.numbers	4
openpyxl.workbook._writer	36
openpyxl.descriptors.container	7
openpyxl.styles.fonts	4
openpyxl.worksheet.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	36	48.0%
gold	[1:9]	0	0.0%
yellow	[10:29]	0	0.0%
greenyellow	[30:49]	0	0.0%
lawngreen	50+	39	52.0%
All colors	75	100

Fuzz blockers

The following nodes represent call sites where fuzz blockers occur.

Amount of callsites blocked	Calltree index	Parent function	Callsite	Largest blocked function
7	34	...fuzz_cellutil.TestInput	call site: 00034	openpyxl.utils.cell.coordinate_to_tuple
7	59	...fuzz_cellutil.TestInput	call site: 00059	openpyxl.utils.cell.range_to_tuple
5	12	openpyxl.utils.cell.range_boundaries	call site: 00012	.all
5	68	...fuzz_cellutil.TestInput	call site: 00068	openpyxl.utils.cell.range_boundaries
4	53	openpyxl.utils.cell.get_column_interval	call site: 00053	openpyxl.utils.cell.get_column_letter
3	44	openpyxl.utils.cell.coordinate_to_tuple	call site: 00044	openpyxl.utils.cell.get_column_interval
2	25	openpyxl.utils.cell.range_boundaries	call site: 00025	openpyxl.utils.cell.get_column_letter
2	30	openpyxl.utils.cell.get_column_letter	call site: 00030	.range
1	9	...fuzz_cellutil.TestInput	call site: 00009	openpyxl.utils.cell.range_boundaries

Runtime coverage analysis

Covered functions

1121

Functions that are reachable but not covered

31

Reachable functions

38

Percentage of reachable functions covered

18.42%

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

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

Function name	source code lines	source lines hit	percentage hit

Files reached

filename	functions hit
/	1
...fuzz_cellutil	15
openpyxl.utils.cell	25

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']	11	0	9	6	5	203	2	665	335
openpyxl.descriptors.base.Max.__set__	openpyxl.descriptors.base	3	['N/A', 'N/A', 'N/A']	5	0	1	2	4	43	0	136	89
openpyxl.drawing.spreadsheet_drawing.SpreadsheetDrawing._write	openpyxl.drawing.spreadsheet_drawing	1	['N/A']	4	0	7	5	5	73	0	235	80
openpyxl.reader.workbook.WorkbookParser.assign_names	openpyxl.reader.workbook	1	['N/A']	3	0	3	4	5	23	2	78	48

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

Functions statically reachable by fuzzers

334 / 1249

Cyclomatic complexity statically reachable by fuzzers

1148 / 4028

All functions overview

If you implement fuzzers for these functions, the status of all functions in the project will be:

Func name	Functions filename	Args	Function call depth	Reached by Fuzzers	Runtime reached by Fuzzers	Combined reached by Fuzzers	Fuzzers runtime hit	Func lines hit %	I Count	BB Count	Cyclomatic complexity	Functions reached	Reached by functions	Accumulated cyclomatic complexity	Undiscovered complexity

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

/src/fuzz_sort.py

Dictionary

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

Fuzzer function priority

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

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

/src/fuzz_basic.py

Dictionary

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

Fuzzer function priority

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

-focus_function=['openpyxl.worksheet._writer.WorksheetWriter.write_tables', 'openpyxl.utils.datetime.to_excel', 'openpyxl.styles.fills.PatternFill.to_tree', 'openpyxl.worksheet.merge.MergeCell.__init__', 'openpyxl.packaging.relationship.RelationshipList.append', 'openpyxl.worksheet._writer.WorksheetWriter.write_tail', 'openpyxl.descriptors.sequence.ValueSequence.to_tree', 'openpyxl.writer.excel.ExcelWriter._write_external_links', '...fuzz_basic.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_tables', 'openpyxl.worksheet._writer.WorksheetWriter.write_row', 'openpyxl.packaging.manifest.Manifest.to_tree', 'openpyxl.worksheet.merge.MergeCell.__init__', 'openpyxl.packaging.relationship.RelationshipList.append', 'openpyxl.worksheet._writer.WorksheetWriter.write_tail', 'openpyxl.writer.excel.ExcelWriter.write_data']

/src/fuzz_load.py

Dictionary

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

Fuzzer function priority

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

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

/src/fuzz_sheet.py

Dictionary

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

Fuzzer function priority

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

-focus_function=['openpyxl.worksheet._writer.WorksheetWriter.write_tables', 'openpyxl.worksheet._writer.WorksheetWriter.write_row', 'openpyxl.packaging.manifest.Manifest.to_tree', 'openpyxl.worksheet.merge.MergeCell.__init__', 'openpyxl.packaging.relationship.RelationshipList.append', 'openpyxl.worksheet._writer.WorksheetWriter.write_tail', 'openpyxl.packaging.core.QualifiedDateTime.to_tree']

/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_chart.py

Dictionary

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

Fuzzer function priority

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

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

/src/fuzz_cellutil.py

Dictionary

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

Fuzzer function priority

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

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

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.writer.excel.ExcelWriter._write_worksheets	34	16	47.05%	['fuzz_basic', 'fuzz_chart', 'fuzz_comment', 'fuzz_sheet', 'fuzz_formulae', 'fuzz_load', 'fuzz_cellutil', 'fuzz_sort']
t._write	38	20	52.63%	['fuzz_basic', 'fuzz_chart', 'fuzz_comment', 'fuzz_sheet', 'fuzz_formulae', 'fuzz_load', 'fuzz_cellutil', 'fuzz_sort']
d.pop	31	13	41.93%	['fuzz_basic', 'fuzz_chart', 'fuzz_comment', 'fuzz_sheet', 'fuzz_formulae', 'fuzz_load', 'fuzz_cellutil', 'fuzz_sort']
tree.remove	324	99	30.55%	['fuzz_basic', 'fuzz_chart', 'fuzz_comment', 'fuzz_sheet', 'fuzz_formulae', 'fuzz_load', 'fuzz_cellutil', 'fuzz_sort']
openpyxl.cell._writer.lxml_write_cell	35	2	5.714%	['fuzz_basic', 'fuzz_chart', 'fuzz_comment', 'fuzz_sheet', 'fuzz_formulae', 'fuzz_load', 'fuzz_cellutil', 'fuzz_sort']
openpyxl.pivot.cache.CacheHierarchy.__init__	35	10	28.57%	['fuzz_basic', 'fuzz_chart', 'fuzz_comment', 'fuzz_sheet', 'fuzz_formulae', 'fuzz_load', 'fuzz_cellutil', 'fuzz_sort']
...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.chart.text	['fuzz_sort', 'fuzz_basic', 'fuzz_comment', 'fuzz_sheet', 'fuzz_chart']	[]
openpyxl.utils.escape	['fuzz_sort', 'fuzz_basic', 'fuzz_comment', 'fuzz_sheet', 'fuzz_chart']	[]
openpyxl.descriptors.container	['fuzz_sort', 'fuzz_basic', 'fuzz_comment', 'fuzz_sheet', 'fuzz_chart']	[]
openpyxl.chart.pivot	[]	[]
openpyxl.descriptors	[]	[]
openpyxl.chart.error_bar	[]	[]
openpyxl.worksheet.formula	[]	[]
openpyxl.styles.fonts	['fuzz_sort', 'fuzz_basic', 'fuzz_comment', 'fuzz_sheet', 'fuzz_chart']	[]
...fuzz_sort	['fuzz_sort']	[]
re	[]	[]
math	[]	[]
openpyxl.worksheet.drawing	[]	[]
openpyxl.chartsheet.views	['fuzz_chart']	[]
openpyxl.worksheet.print_settings	['fuzz_sort', 'fuzz_basic', 'fuzz_comment', 'fuzz_sheet', 'fuzz_chart']	[]
openpyxl.utils.indexed_list	['fuzz_sort', 'fuzz_basic', 'fuzz_comment', 'fuzz_sheet', 'fuzz_chart']	[]
openpyxl.chart.shapes	['fuzz_chart']	[]
openpyxl.drawing.effect	[]	[]
openpyxl.worksheet.errors	[]	[]
openpyxl.styles.named_styles	['fuzz_sort', 'fuzz_basic', 'fuzz_comment', 'fuzz_sheet', 'fuzz_chart']	[]
openpyxl.styles.differential	[]	[]
openpyxl.drawing.graphic	[]	[]
openpyxl.chart.print_settings	[]	[]
openpyxl.reader.excel	[]	[]
openpyxl.cell.cell	[]	[]
warnings	[]	[]
openpyxl.chartsheet	[]	[]
openpyxl.worksheet.controls	[]	[]
numpy	[]	[]
openpyxl.pivot	[]	[]
openpyxl.drawing.geometry	[]	[]
...fuzz_basic	['fuzz_basic']	[]
openpyxl.reader.strings	[]	[]
openpyxl.chartsheet.publish	[]	[]
openpyxl.chart.trendline	[]	[]
tempfile	[]	[]
openpyxl.worksheet.cell_watch	[]	[]
openpyxl.worksheet.related	['fuzz_sort', 'fuzz_basic', 'fuzz_comment', 'fuzz_sheet', 'fuzz_chart']	[]
openpyxl.worksheet.views	['fuzz_sort', 'fuzz_basic', 'fuzz_comment', 'fuzz_sheet', 'fuzz_chart']	[]
atheris	[]	[]
et_xmlfile	[]	[]
openpyxl.comments	[]	[]
...fuzz_formulae	['fuzz_formulae']	[]
openpyxl.drawing.drawing	[]	[]
openpyxl.descriptors.nested	['fuzz_sort', 'fuzz_basic', 'fuzz_comment', 'fuzz_sheet', 'fuzz_chart']	[]
openpyxl.formatting	[]	[]
openpyxl.compat.numbers	[]	[]
openpyxl.descriptors.slots	[]	[]
openpyxl.utils.protection	[]	[]
openpyxl.styles.colors	[]	[]
openpyxl.drawing.colors	[]	[]
openpyxl.styles.table	[]	[]
openpyxl.descriptors.sequence	['fuzz_sort', 'fuzz_basic', 'fuzz_comment', 'fuzz_sheet', 'fuzz_chart']	[]
openpyxl.compat	[]	[]
openpyxl.styles.numbers	['fuzz_sort', 'fuzz_basic', 'fuzz_comment', 'fuzz_sheet', 'fuzz_chart']	[]
openpyxl.drawing.spreadsheet_drawing	['fuzz_chart']	[]
openpyxl.writer	[]	[]
PIL	[]	[]
openpyxl.chart.updown_bars	[]	[]
Integer	[]	[]
openpyxl.styles.cell_style	['fuzz_sort', 'fuzz_basic', 'fuzz_comment', 'fuzz_sheet', 'fuzz_chart']	[]
openpyxl.chart	[]	[]
openpyxl.chart.reader	[]	[]
openpyxl.drawing.relation	[]	[]
openpyxl.worksheet.datavalidation	['fuzz_sort', 'fuzz_basic', 'fuzz_comment', 'fuzz_sheet', 'fuzz_chart']	[]
openpyxl.packaging.manifest	['fuzz_sort', 'fuzz_basic', 'fuzz_comment', 'fuzz_sheet', 'fuzz_chart']	[]
openpyxl.cell	[]	[]
openpyxl.descriptors.base	['fuzz_sort', 'fuzz_basic', 'fuzz_comment', 'fuzz_sheet', 'fuzz_chart']	[]
openpyxl.chart.stock_chart	[]	[]
openpyxl.chart.pie_chart	[]	[]
...fuzz_sheet	['fuzz_sheet']	[]
openpyxl.packaging.interface	[]	[]
openpyxl.worksheet.dimensions	['fuzz_sort', 'fuzz_basic', 'fuzz_comment', 'fuzz_sheet', 'fuzz_chart']	[]
openpyxl.chart._3d	[]	[]
openpyxl.chartsheet.relation	[]	[]
openpyxl.reader	[]	[]
openpyxl.drawing	[]	[]
openpyxl.formula	[]	[]
copy	[]	[]
openpyxl.chart.surface_chart	[]	[]
openpyxl.workbook.workbook	['fuzz_sort', 'fuzz_basic', 'fuzz_comment', 'fuzz_sheet', 'fuzz_chart']	[]
openpyxl.formatting.formatting	['fuzz_sort', 'fuzz_basic', 'fuzz_comment', 'fuzz_sheet', 'fuzz_chart']	[]
openpyxl.workbook.views	[]	[]
os	[]	[]
xml	[]	[]
openpyxl.worksheet.copier	[]	[]
openpyxl.cell.text	[]	[]
openpyxl.drawing.image	[]	[]
openpyxl.chartsheet.properties	[]	[]
Sequence	[]	[]
openpyxl.packaging.custom	['fuzz_sort', 'fuzz_basic', 'fuzz_comment', 'fuzz_sheet', 'fuzz_chart']	[]
defusedxml	[]	[]
openpyxl.worksheet.scenario	[]	[]
pandas	[]	[]
openpyxl.styles.alignment	['fuzz_sort', 'fuzz_basic', 'fuzz_comment', 'fuzz_sheet', 'fuzz_chart']	[]
openpyxl.workbook.external_link.external	[]	[]
datetime	[]	[]
openpyxl.styles.fills	['fuzz_sort', 'fuzz_basic', 'fuzz_comment', 'fuzz_sheet', 'fuzz_chart']	[]
openpyxl.utils.formulas	[]	[]
openpyxl.worksheet._write_only	['fuzz_sort', 'fuzz_basic', 'fuzz_comment', 'fuzz_sheet', 'fuzz_chart']	[]
openpyxl.workbook.external_reference	[]	[]
...fuzz_cellutil	['fuzz_cellutil']	[]
openpyxl.chartsheet.chartsheet	['fuzz_sort', 'fuzz_basic', 'fuzz_comment', 'fuzz_sheet', 'fuzz_chart']	[]
zipfile	[]	[]
openpyxl.chart.axis	['fuzz_sort', 'fuzz_basic', 'fuzz_comment', 'fuzz_sheet', 'fuzz_chart']	[]
openpyxl.descriptors.excel	[]	[]
openpyxl.worksheet.protection	[]	[]
openpyxl.xml	[]	[]
openpyxl.reader.workbook	[]	[]
openpyxl.chart.label	[]	[]
openpyxl.chart.scatter_chart	[]	[]
...fuzz_chart	['fuzz_chart']	[]
openpyxl.utils.units	[]	[]
openpyxl.styles.proxy	[]	[]
openpyxl.chart.plotarea	['fuzz_sort', 'fuzz_basic', 'fuzz_comment', 'fuzz_sheet', 'fuzz_chart']	[]
openpyxl.utils.bound_dictionary	[]	[]
openpyxl.pivot.cache	[]	[]
openpyxl.workbook._writer	['fuzz_sort', 'fuzz_basic', 'fuzz_comment', 'fuzz_sheet', 'fuzz_chart']	[]
openpyxl.xml.functions	['fuzz_sort', 'fuzz_basic', 'fuzz_comment', 'fuzz_sheet', 'fuzz_chart']	[]
array	[]	[]
openpyxl.utils.inference	[]	[]
openpyxl.drawing.fill	[]	[]
itertools	[]	[]
openpyxl.drawing.connector	[]	[]
openpyxl.worksheet.worksheet	['fuzz_sort', 'fuzz_basic', 'fuzz_comment', 'fuzz_sheet', 'fuzz_chart']	[]
openpyxl.worksheet._reader	[]	[]
openpyxl.chart.bar_chart	['fuzz_chart']	[]
openpyxl.pivot.record	[]	[]
openpyxl.worksheet.ole	[]	[]
operator	[]	[]
openpyxl.workbook.properties	[]	[]
openpyxl.drawing.line	[]	[]
openpyxl.styles.borders	[]	[]
openpyxl.worksheet.cell_range	['fuzz_sort', 'fuzz_basic', 'fuzz_comment', 'fuzz_sheet', 'fuzz_chart']	[]
openpyxl.chart.radar_chart	[]	[]
openpyxl.workbook.external_link	[]	[]
openpyxl.drawing.properties	[]	[]
openpyxl.chart._chart	['fuzz_chart']	[]
openpyxl._constants	[]	[]
openpyxl.packaging	[]	[]
openpyxl.cell.read_only	[]	[]
abc	[]	[]
openpyxl.compat.strings	['fuzz_sort', 'fuzz_basic', 'fuzz_comment', 'fuzz_sheet', 'fuzz_chart']	[]
openpyxl.formula.tokenizer	['fuzz_formulae']	[]
openpyxl.packaging.extended	['fuzz_sort', 'fuzz_basic', 'fuzz_comment', 'fuzz_sheet', 'fuzz_chart']	[]
openpyxl.worksheet._writer	['fuzz_sort', 'fuzz_basic', 'fuzz_comment', 'fuzz_sheet', 'fuzz_chart']	[]
mimetypes	[]	[]
openpyxl.comments.comments	[]	[]
openpyxl.reader.drawings	[]	[]
openpyxl.cell.rich_text	[]	[]
...fuzz_comment	['fuzz_comment']	[]
openpyxl.chart.title	[]	[]
openpyxl.descriptors.serialisable	['fuzz_comment', 'fuzz_sheet']	[]
lxml	[]	[]
openpyxl.styles.stylesheet	['fuzz_sort', 'fuzz_basic', 'fuzz_comment', 'fuzz_sheet', 'fuzz_chart']	[]
openpyxl.styles.protection	[]	[]
openpyxl.packaging.core	['fuzz_sort', 'fuzz_basic', 'fuzz_comment', 'fuzz_sheet', 'fuzz_chart']	[]
openpyxl.utils.datetime	['fuzz_sort', 'fuzz_basic', 'fuzz_comment', 'fuzz_sheet', 'fuzz_chart']	[]
openpyxl.utils	[]	[]
openpyxl.workbook.function_group	[]	[]
openpyxl	[]	[]
weakref	[]	[]
openpyxl.compat.product	[]	[]
openpyxl.worksheet.picture	[]	[]
openpyxl.utils.dataframe	[]	[]
openpyxl.chartsheet.protection	[]	[]
functools	[]	[]
openpyxl.comments.shape_writer	[]	[]
openpyxl.chart.series	['fuzz_sort', 'fuzz_basic', 'fuzz_comment', 'fuzz_sheet', 'fuzz_chart']	[]
openpyxl.workbook.web	[]	[]
io	[]	[]
openpyxl.chart.area_chart	['fuzz_chart']	[]
openpyxl.workbook.protection	['fuzz_sort', 'fuzz_basic', 'fuzz_comment', 'fuzz_sheet', 'fuzz_chart']	[]
openpyxl.formatting.rule	[]	[]
	[]	[]
openpyxl.workbook	[]	[]
openpyxl.workbook.defined_name	[]	[]
inspect	[]	[]
openpyxl.chart.legend	[]	[]
...fuzz_load	['fuzz_load']	[]
openpyxl.drawing.picture	[]	[]
openpyxl.worksheet.filters	['fuzz_sort', 'fuzz_basic', 'fuzz_comment', 'fuzz_sheet', 'fuzz_chart']	[]
openpyxl.xml.constants	[]	[]
openpyxl.worksheet._read_only	[]	[]
openpyxl.formula.translate	['fuzz_formulae']	[]
openpyxl.worksheet.properties	['fuzz_sort', 'fuzz_basic', 'fuzz_comment', 'fuzz_sheet', 'fuzz_chart']	[]
openpyxl.utils.cell	['fuzz_sort', 'fuzz_basic', 'fuzz_comment', 'fuzz_sheet', 'fuzz_formulae', 'fuzz_chart', 'fuzz_cellutil']	[]
openpyxl.chart.chartspace	['fuzz_sort', 'fuzz_basic', 'fuzz_comment', 'fuzz_sheet', 'fuzz_chart']	[]
openpyxl.descriptors.namespace	['fuzz_sort', 'fuzz_basic', 'fuzz_comment', 'fuzz_sheet', 'fuzz_chart']	[]
openpyxl.workbook.child	['fuzz_sort', 'fuzz_basic', 'fuzz_comment', 'fuzz_sheet', 'fuzz_chart']	[]
openpyxl.chart.descriptors	[]	[]
openpyxl.worksheet.pagebreak	[]	[]
openpyxl.worksheet.custom	[]	[]
openpyxl.worksheet.merge	['fuzz_sort', 'fuzz_basic', 'fuzz_comment', 'fuzz_sheet', 'fuzz_chart']	[]
openpyxl.drawing.xdr	[]	[]
openpyxl.worksheet.smart_tag	[]	[]
openpyxl.packaging.relationship	['fuzz_sort', 'fuzz_basic', 'fuzz_comment', 'fuzz_sheet', 'fuzz_chart']	[]
openpyxl.styles.builtins	[]	[]
openpyxl.chart.marker	['fuzz_chart']	[]
openpyxl.chart.picture	[]	[]
openpyxl.worksheet.page	['fuzz_sort', 'fuzz_basic', 'fuzz_comment', 'fuzz_sheet', 'fuzz_chart']	[]
openpyxl.styles.styleable	[]	[]
openpyxl.chart.bubble_chart	[]	[]
openpyxl.chart.data_source	['fuzz_chart']	[]
openpyxl.worksheet	[]	[]
openpyxl.worksheet.header_footer	['fuzz_sort', 'fuzz_basic', 'fuzz_comment', 'fuzz_sheet', 'fuzz_chart']	[]
openpyxl.chartsheet.custom	[]	[]
openpyxl.compat.singleton	[]	[]
openpyxl.chart.reference	['fuzz_chart']	[]
String	[]	[]
openpyxl.worksheet.hyperlink	[]	[]
openpyxl.styles	[]	[]
openpyxl.pivot.table	[]	[]
openpyxl.comments.comment_sheet	['fuzz_sort', 'fuzz_basic', 'fuzz_comment', 'fuzz_sheet', 'fuzz_chart']	[]
openpyxl.workbook.smart_tags	[]	[]
openpyxl.chart.series_factory	['fuzz_chart']	[]
posixpath	[]	[]
collections	[]	[]
openpyxl.chart.line_chart	['fuzz_chart']	[]
openpyxl.utils.exceptions	[]	[]
openpyxl.compat.abc	[]	[]
openpyxl.packaging.workbook	['fuzz_sort', 'fuzz_basic', 'fuzz_comment', 'fuzz_sheet', 'fuzz_chart']	[]
openpyxl.cell._writer	['fuzz_sort', 'fuzz_basic', 'fuzz_comment', 'fuzz_sheet', 'fuzz_chart']	[]
openpyxl.comments.author	[]	[]
openpyxl.chart.layout	[]	[]
openpyxl.drawing.text	[]	[]
openpyxl.worksheet.table	['fuzz_sort', 'fuzz_basic', 'fuzz_comment', 'fuzz_sheet', 'fuzz_chart']	[]
openpyxl.pivot.fields	[]	[]
openpyxl.writer.excel	['fuzz_sort', 'fuzz_basic', 'fuzz_comment', 'fuzz_sheet', 'fuzz_chart']	[]
openpyxl.writer.theme	[]	[]

Directories in report

Directory