High level conclusions

Fuzzers reach 61.10% code coverage.

Fuzzer fuzz_cellutil is blocked:

The runtime code coverage of fuzz_cellutil covers 24.24% 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

233 / 1247

Cyclomatic complexity statically reachable by fuzzers

794 / 4023

Runtime code coverage of functions

762 / 1247

Warning: The number of runtime covered functions are larger than the number of reachable functions. This means that Fuzz Introspector found there are more functions covered at runtime than what is considered reachable based on the static analysis. This is a limitation in the analysis as anything covered at runtime is by definition reachable by the fuzzers.
This is likely due to a limitation in the static analysis. In this case, the count of functions covered at runtime is the true value, which means this is what should be considered "achieved" by the fuzzer.

Use the project functions table below to query all functions that were not covered at runtime.

The following table shows data about each function in the project. The functions included in this table correspond to all functions that exist in the executables of the fuzzers. As such, there may be functions that are from third-party libraries.

For further technical details on the meaning of columns in the below table, please see the Glossary .

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

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

991

Functions that are reachable but not covered

5

Reachable functions

5

Percentage of reachable functions covered

0.0%

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

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

Function name	source code lines	source lines hit	percentage hit

Files reached

filename	functions hit
/	1
...fuzz_load	4

Fuzzer: fuzz_cellutil

Call tree

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

Call tree overview bitmap:

The distribution of callsites in terms of coloring is

Color	Runtime hitcount	Callsite count	Percentage
red	0	36	52.9%
gold	[1:9]	0	0.0%
yellow	[10:29]	0	0.0%
greenyellow	[30:49]	0	0.0%
lawngreen	50+	32	47.0%
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
7	28	...fuzz_cellutil.TestInput	call site: 00028	openpyxl.utils.cell.coordinate_from_string
7	52	...fuzz_cellutil.TestInput	call site: 00052	openpyxl.utils.cell.range_to_tuple
5	12	openpyxl.utils.cell.range_boundaries	call site: 00012	.all
5	61	...fuzz_cellutil.TestInput	call site: 00061	openpyxl.utils.cell.range_boundaries
4	22	openpyxl.utils.cell.range_boundaries	call site: 00022	.range
4	46	openpyxl.utils.cell.get_column_interval	call site: 00046	fdp.ConsumeInt
3	37	openpyxl.utils.cell.coordinate_to_tuple	call site: 00037	openpyxl.utils.cell.get_column_interval
1	9	...fuzz_cellutil.TestInput	call site: 00009	openpyxl.utils.cell.range_boundaries

Runtime coverage analysis

Covered functions

991

Functions that are reachable but not covered

25

Reachable functions

33

Percentage of reachable functions covered

24.24%

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_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	15	26.3%
gold	[1:9]	0	0.0%
yellow	[10:29]	0	0.0%
greenyellow	[30:49]	0	0.0%
lawngreen	50+	42	73.6%
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	17	openpyxl.formula.tokenizer.Tokenizer._parse	call site: 00017	openpyxl.formula.translate.Translator.__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	23	openpyxl.formula.translate.Translator.__init__	call site: 00023	openpyxl.formula.translate.Translator.translate_formula
1	42	openpyxl.formula.translate.Translator.translate_col	call site: 00042	openpyxl.utils.cell.column_index_from_string

Runtime coverage analysis

Covered functions

991

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_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	388	38.5%
gold	[1:9]	0	0.0%
yellow	[10:29]	0	0.0%
greenyellow	[30:49]	0	0.0%
lawngreen	50+	618	61.4%
All colors	1006	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	443	openpyxl.utils.datetime.to_excel	call site: 00443	openpyxl.compat.strings.safe_string
26	656	openpyxl.worksheet._writer.WorksheetWriter.write_tables	call site: 00656	openpyxl.descriptors.serialisable.Serialisable.to_tree
25	619	openpyxl.worksheet._writer.WorksheetWriter.write_tail	call site: 00619	openpyxl.descriptors.serialisable.Serialisable.to_tree
21	558	openpyxl.worksheet._writer.WorksheetWriter.write_tail	call site: 00558	openpyxl.descriptors.serialisable.Serialisable.to_tree
19	873	openpyxl.styles.fonts.Font.from_tree	call site: 00873	openpyxl.descriptors.serialisable.Serialisable.from_tree
18	594	openpyxl.packaging.relationship.RelationshipList.append	call site: 00594	openpyxl.descriptors.serialisable.Serialisable.to_tree
17	504	openpyxl.worksheet._writer.WorksheetWriter.write_tail	call site: 00504	openpyxl.descriptors.serialisable.Serialisable.to_tree
17	522	openpyxl.worksheet._writer.WorksheetWriter.write_tail	call site: 00522	openpyxl.descriptors.serialisable.Serialisable.to_tree
16	315	openpyxl.writer.excel.ExcelWriter.write_data	call site: 00315	openpyxl.packaging.custom.CustomPropertyList.to_tree
14	779	openpyxl.writer.excel.ExcelWriter._write_external_links	call site: 00779	openpyxl.packaging.relationship.RelationshipList.to_tree
13	856	openpyxl.workbook._writer.WorkbookWriter.write_root_rels	call site: 00856	openpyxl.worksheet.table.TableColumn.from_tree
13	982	openpyxl.packaging.manifest.Manifest._write	call site: 00982	openpyxl.descriptors.serialisable.Serialisable.from_tree

Runtime coverage analysis

Covered functions

991

Functions that are reachable but not covered

172

Reachable functions

379

Percentage of reachable functions covered

54.62%

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	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.workbook	3
openpyxl.styles.stylesheet	29
openpyxl.comments.comment_sheet	8
openpyxl.packaging.custom	12
openpyxl.chart.text	1
openpyxl.chart.plotarea	7
openpyxl.styles.fills	7
openpyxl.chartsheet.chartsheet	5
openpyxl.packaging.manifest	26
openpyxl.worksheet.datavalidation	2
openpyxl.chart.series	1
openpyxl.descriptors.serialisable	44
openpyxl.descriptors.namespace	1
openpyxl.compat.strings	5
openpyxl.descriptors.nested	5
openpyxl.descriptors.sequence	11
openpyxl.xml.functions	7
openpyxl.worksheet.related	1
openpyxl.packaging.relationship	9
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.chart.axis	2
openpyxl.workbook.protection	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	430	40.4%
gold	[1:9]	0	0.0%
yellow	[10:29]	0	0.0%
greenyellow	[30:49]	0	0.0%
lawngreen	50+	634	59.5%
All colors	1064	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	476	openpyxl.worksheet._writer.WorksheetWriter.write_row	call site: 00476	openpyxl.cell._writer._set_attributes
26	708	openpyxl.worksheet._writer.WorksheetWriter.write_tables	call site: 00708	openpyxl.descriptors.serialisable.Serialisable.to_tree
25	671	openpyxl.worksheet._writer.WorksheetWriter.write_tail	call site: 00671	openpyxl.descriptors.serialisable.Serialisable.to_tree
21	559	openpyxl.worksheet._writer.WorksheetWriter.write_tail	call site: 00559	openpyxl.descriptors.serialisable.Serialisable.to_tree
18	595	openpyxl.packaging.relationship.RelationshipList.append	call site: 00595	openpyxl.descriptors.serialisable.Serialisable.to_tree
18	614	openpyxl.worksheet._writer.WorksheetWriter.write_tail	call site: 00614	openpyxl.descriptors.serialisable.Serialisable.to_tree
18	652	openpyxl.worksheet._writer.WorksheetWriter.write_tail	call site: 00652	openpyxl.descriptors.serialisable.Serialisable.to_tree
17	505	openpyxl.worksheet._writer.WorksheetWriter.write_tail	call site: 00505	openpyxl.descriptors.serialisable.Serialisable.to_tree
17	523	openpyxl.worksheet._writer.WorksheetWriter.write_tail	call site: 00523	openpyxl.descriptors.serialisable.Serialisable.to_tree
16	281	openpyxl.writer.excel.ExcelWriter.write_data	call site: 00281	openpyxl.packaging.custom.CustomPropertyList.to_tree
14	836	openpyxl.writer.excel.ExcelWriter._write_external_links	call site: 00836	openpyxl.packaging.relationship.RelationshipList.to_tree
14	914	openpyxl.workbook._writer.WorkbookWriter.write_root_rels	call site: 00914	openpyxl.descriptors.serialisable.Serialisable.from_tree

Runtime coverage analysis

Covered functions

991

Functions that are reachable but not covered

175

Reachable functions

365

Percentage of reachable functions covered

52.05%

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	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.workbook.child	2
openpyxl.worksheet.header_footer	2
openpyxl.writer.excel	81
openpyxl.packaging.extended	4
openpyxl.packaging.workbook	3
openpyxl.chart.chartspace	2
openpyxl.chartsheet.chartsheet	5
openpyxl.styles.stylesheet	29
openpyxl.chart.text	1
openpyxl.packaging.manifest	26
openpyxl.chart.series	1
openpyxl.packaging.custom	12
openpyxl.chart.plotarea	7
openpyxl.comments.comment_sheet	8
openpyxl.worksheet.datavalidation	2
openpyxl.descriptors.serialisable	45
openpyxl.descriptors.namespace	1
openpyxl.compat.strings	5
openpyxl.packaging.core	8
openpyxl.descriptors.nested	5
openpyxl.descriptors.sequence	13
openpyxl.xml.functions	9
openpyxl.worksheet.related	1
openpyxl.styles.fills	9
openpyxl.packaging.relationship	10
openpyxl.descriptors.base	2
openpyxl.worksheet._writer	95
openpyxl.cell._writer	19
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.worksheet.page	1
openpyxl.workbook.protection	2
openpyxl.worksheet.table	2
openpyxl.utils.escape	2
openpyxl.styles.fonts	4
openpyxl.chart.axis	2

Fuzzer: fuzz_sheet

Call tree

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

Call tree overview bitmap:

The distribution of callsites in terms of coloring is

Color	Runtime hitcount	Callsite count	Percentage
red	0	436	38.9%
gold	[1:9]	0	0.0%
yellow	[10:29]	0	0.0%
greenyellow	[30:49]	0	0.0%
lawngreen	50+	682	61.0%
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	536	openpyxl.worksheet._writer.WorksheetWriter.write_row	call site: 00536	openpyxl.cell._writer._set_attributes
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
19	1007	openpyxl.styles.fonts.Font.from_tree	call site: 01007	openpyxl.chart.plotarea.PlotArea.from_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
16	341	openpyxl.writer.excel.ExcelWriter.write_data	call site: 00341	openpyxl.packaging.custom.CustomPropertyList.to_tree
14	891	openpyxl.writer.excel.ExcelWriter._write_external_links	call site: 00891	openpyxl.packaging.relationship.RelationshipList.to_tree

Runtime coverage analysis

Covered functions

990

Functions that are reachable but not covered

176

Reachable functions

385

Percentage of reachable functions covered

54.29%

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.comments.comment_sheet	8
openpyxl.worksheet.datavalidation	2
openpyxl.packaging.workbook	3
openpyxl.chartsheet.chartsheet	5
openpyxl.packaging.custom	12
openpyxl.chart.chartspace	2
openpyxl.packaging.manifest	26
openpyxl.styles.fills	9
openpyxl.chart.series	1
openpyxl.styles.stylesheet	29
openpyxl.worksheet.related	1
openpyxl.packaging.relationship	10
openpyxl.descriptors.serialisable	45
openpyxl.descriptors.namespace	1
openpyxl.compat.strings	5
openpyxl.descriptors.nested	5
openpyxl.xml.functions	9
openpyxl.descriptors.sequence	13
openpyxl.chart.text	1
openpyxl.chart.plotarea	7
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.chart.axis	2
openpyxl.styles.fonts	4
openpyxl.worksheet.page	1
openpyxl.workbook.protection	2
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	424	38.8%
gold	[1:9]	0	0.0%
yellow	[10:29]	0	0.0%
greenyellow	[30:49]	0	0.0%
lawngreen	50+	667	61.1%
All colors	1091	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	476	openpyxl.utils.datetime.to_excel	call site: 00476	openpyxl.compat.strings.safe_string
26	740	openpyxl.worksheet._writer.WorksheetWriter.write_tables	call site: 00740	openpyxl.descriptors.serialisable.Serialisable.to_tree
26	940	openpyxl.workbook._writer.WorkbookWriter.write_root_rels	call site: 00940	openpyxl.descriptors.serialisable.Serialisable.from_tree
25	703	openpyxl.worksheet._writer.WorksheetWriter.write_tail	call site: 00703	openpyxl.descriptors.serialisable.Serialisable.to_tree
21	591	openpyxl.worksheet._writer.WorksheetWriter.write_tail	call site: 00591	openpyxl.descriptors.serialisable.Serialisable.to_tree
18	627	openpyxl.packaging.relationship.RelationshipList.append	call site: 00627	openpyxl.descriptors.serialisable.Serialisable.to_tree
18	646	openpyxl.worksheet._writer.WorksheetWriter.write_tail	call site: 00646	openpyxl.descriptors.serialisable.Serialisable.to_tree
18	684	openpyxl.worksheet._writer.WorksheetWriter.write_tail	call site: 00684	openpyxl.descriptors.serialisable.Serialisable.to_tree
17	537	openpyxl.worksheet._writer.WorksheetWriter.write_tail	call site: 00537	openpyxl.descriptors.serialisable.Serialisable.to_tree
17	555	openpyxl.worksheet._writer.WorksheetWriter.write_tail	call site: 00555	openpyxl.descriptors.serialisable.Serialisable.to_tree
16	314	openpyxl.writer.excel.ExcelWriter.write_data	call site: 00314	openpyxl.packaging.custom.CustomPropertyList.to_tree
14	863	openpyxl.writer.excel.ExcelWriter._write_external_links	call site: 00863	openpyxl.packaging.relationship.RelationshipList.to_tree

Runtime coverage analysis

Covered functions

991

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	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.chart.plotarea	7
openpyxl.worksheet.related	1
openpyxl.descriptors.serialisable	44
openpyxl.descriptors.namespace	1
openpyxl.compat.strings	5
openpyxl.descriptors.nested	5
openpyxl.xml.functions	7
openpyxl.packaging.workbook	3
openpyxl.styles.stylesheet	29
openpyxl.descriptors.sequence	11
openpyxl.styles.fills	7
openpyxl.packaging.manifest	26
openpyxl.comments.comment_sheet	8
openpyxl.chart.chartspace	2
openpyxl.worksheet.datavalidation	2
openpyxl.packaging.custom	12
openpyxl.chart.series	1
openpyxl.chart.text	1
openpyxl.packaging.relationship	9
openpyxl.chartsheet.chartsheet	5
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.workbook.protection	2
openpyxl.styles.fonts	4
openpyxl.chart.axis	2
openpyxl.worksheet.page	1

Fuzzer: fuzz_chart

Call tree

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

Call tree overview bitmap:

The distribution of callsites in terms of coloring is

Color	Runtime hitcount	Callsite count	Percentage
red	0	421	37.9%
gold	[1:9]	0	0.0%
yellow	[10:29]	0	0.0%
greenyellow	[30:49]	0	0.0%
lawngreen	50+	688	62.0%
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
27	545	openpyxl.utils.datetime.to_excel	call site: 00545	openpyxl.compat.strings.safe_string
26	759	openpyxl.worksheet._writer.WorksheetWriter.write_tables	call site: 00759	openpyxl.descriptors.serialisable.Serialisable.to_tree
25	722	openpyxl.worksheet._writer.WorksheetWriter.write_tail	call site: 00722	openpyxl.descriptors.serialisable.Serialisable.to_tree
21	661	openpyxl.worksheet._writer.WorksheetWriter.write_tail	call site: 00661	openpyxl.descriptors.serialisable.Serialisable.to_tree
20	975	openpyxl.styles.fonts.Font.from_tree	call site: 00975	openpyxl.descriptors.serialisable.Serialisable.from_tree
18	697	openpyxl.packaging.relationship.RelationshipList.append	call site: 00697	openpyxl.descriptors.serialisable.Serialisable.to_tree
17	607	openpyxl.worksheet._writer.WorksheetWriter.write_tail	call site: 00607	openpyxl.descriptors.serialisable.Serialisable.to_tree
17	625	openpyxl.worksheet._writer.WorksheetWriter.write_tail	call site: 00625	openpyxl.descriptors.serialisable.Serialisable.to_tree
16	416	openpyxl.writer.excel.ExcelWriter.write_data	call site: 00416	openpyxl.packaging.custom.CustomPropertyList.to_tree
14	882	openpyxl.writer.excel.ExcelWriter._write_external_links	call site: 00882	openpyxl.packaging.relationship.RelationshipList.to_tree
13	1085	openpyxl.packaging.manifest.Manifest._write	call site: 01085	openpyxl.descriptors.serialisable.Serialisable.from_tree
12	959	openpyxl.workbook._writer.WorkbookWriter.write_root_rels	call site: 00959	openpyxl.styles.fonts.Font.from_tree

Runtime coverage analysis

Covered functions

990

Functions that are reachable but not covered

177

Reachable functions

421

Percentage of reachable functions covered

57.96%

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	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.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.worksheet.related	1
openpyxl.chart.text	1
openpyxl.chart.plotarea	7
openpyxl.packaging.custom	12
openpyxl.worksheet.datavalidation	2
openpyxl.packaging.workbook	3
openpyxl.comments.comment_sheet	8
openpyxl.packaging.relationship	10
openpyxl.descriptors.serialisable	45
openpyxl.descriptors.namespace	1
openpyxl.compat.strings	5
openpyxl.descriptors.sequence	13
openpyxl.descriptors.nested	5
openpyxl.xml.functions	11
openpyxl.chart.chartspace	2
openpyxl.styles.fills	9
openpyxl.packaging.manifest	26
openpyxl.styles.stylesheet	29
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.page	1
openpyxl.worksheet.table	2
openpyxl.utils.escape	2

Optimal target analysis

Remaining optimal interesting functions

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

Func name	Functions filename	Arg count	Args	Function depth	hitcount	instr count	bb count	cyclomatic complexity	Reachable functions	Incoming references	total cyclomatic complexity	Unreached complexity
openpyxl.reader.excel.ExcelReader.read_worksheets	openpyxl.reader.excel	1	['N/A']	6	0	8	6	5	210	2	690	332
openpyxl.descriptors.sequence.Sequence.__set__	openpyxl.descriptors.sequence	3	['N/A', 'N/A', 'N/A']	4	0	1	2	4	46	1	145	89
openpyxl.drawing.spreadsheet_drawing.SpreadsheetDrawing._write	openpyxl.drawing.spreadsheet_drawing	1	['N/A']	5	0	7	5	5	89	0	292	80
openpyxl.reader.workbook.WorkbookParser.assign_names	openpyxl.reader.workbook	1	['N/A']	3	0	3	4	5	23	2	78	48

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

Functions statically reachable by fuzzers

329 / 1247

Cyclomatic complexity statically reachable by fuzzers

1133 / 4023

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.reader.excel.ExcelReader.read_worksheets	56	0	0.0%	[]
openpyxl.reader.drawings.find_images	40	0	0.0%	[]
openpyxl.worksheet._reader.WorkSheetParser.parse_cell	44	0	0.0%	[]
openpyxl.drawing.colors.SystemColor.__init__	35	5	14.28%	[]
openpyxl.drawing.colors.SchemeColor.__init__	41	12	29.26%	[]
openpyxl.pivot.fields.Number.__init__	31	17	54.83%	[]
openpyxl.cell._writer.etree_write_cell	37	16	43.24%	['fuzz_sort', 'fuzz_basic', 'fuzz_sheet', 'fuzz_comment', 'fuzz_chart']
openpyxl.cell._writer.lxml_write_cell	44	2	4.545%	['fuzz_sort', 'fuzz_basic', 'fuzz_sheet', 'fuzz_comment', 'fuzz_chart']
openpyxl.pivot.cache.CacheHierarchy.__init__	35	10	28.57%	[]
openpyxl.pivot.table.PivotField.__init__	58	8	13.79%	[]
openpyxl.pivot.table.TableDefinition.__init__	87	0	0.0%	[]
openpyxl.drawing.fill.Blip.__init__	38	7	18.42%	[]
...fuzz_sheet.TestInput	31	14	45.16%	[]

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

Files in report

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

Directories in report

Directory