High level conclusions

Fuzzer fuzz_handlers is blocked:

The runtime code coverage of fuzz_handlers covers 25.0% of its statically reachable code. This means there is some place that blocks the fuzzer to continue exploring more code at run time.

Fuzzer fuzz_helpers is blocked:

The runtime code coverage of fuzz_helpers covers 22.22% 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_entries is blocked:

The runtime code coverage of fuzz_entries covers 13.04% 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

40 / 2826

Cyclomatic complexity statically reachable by fuzzers

147 / 9371

Runtime code coverage of functions

355 / 2826

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_entries

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	60	77.9%
gold	[1:9]	0	0.0%
yellow	[10:29]	0	0.0%
greenyellow	[30:49]	0	0.0%
lawngreen	50+	17	22.0%
All colors	77	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
37	33	...fuzz_entries.TestInput	call site: 00033	google.protobuf.json_format.MessageToDict
19	11	google.cloud._helpers._name_from_project_path	call site: 00011	google.cloud.logging_v2.entries.logger_name_from_path
1	9	google.cloud._helpers._name_from_project_path	call site: 00009	re.compile
1	31	...fuzz_entries.TestInput	call site: 00031	.super
1	71	...fuzz_entries.TestInput	call site: 00071	.super
1	74	...fuzz_entries.TestInput	call site: 00074	protobuf_entry.to_api_repr

Runtime coverage analysis

Covered functions

625

Functions that are reachable but not covered

40

Reachable functions

46

Percentage of reachable functions covered

13.04%

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_entries	15
google.cloud.logging_v2.entries	5
google.cloud._helpers	4
google.protobuf.json_format	20
google.protobuf.internal.type_checkers	4

Fuzzer: fuzz_helpers

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	53.5%
gold	[1:9]	0	0.0%
yellow	[10:29]	0	0.0%
greenyellow	[30:49]	0	0.0%
lawngreen	50+	13	46.4%
All colors	28	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
6	16	google.cloud.logging_v2.handlers._helpers._parse_trace_parent	call site: 00016	google.cloud.logging_v2.handlers._helpers._parse_xcloud_trace
5	0	EP	call site: 00000	google.cloud.logging_v2._helpers._normalize_severity
2	6	google.cloud.logging_v2._helpers._normalize_severity	call site: 00006	google.cloud.logging_v2._helpers._add_defaults_to_filter
2	12	google.cloud.logging_v2._helpers._add_defaults_to_filter	call site: 00012	google.cloud.logging_v2.handlers._helpers._parse_trace_parent

Runtime coverage analysis

Covered functions

624

Functions that are reachable but not covered

14

Reachable functions

18

Percentage of reachable functions covered

22.22%

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_helpers	8
google.cloud.logging_v2._helpers	5
google.cloud.logging_v2.handlers._helpers	4

Fuzzer: fuzz_resources

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	18	41.8%
gold	[1:9]	0	0.0%
yellow	[10:29]	0	0.0%
greenyellow	[30:49]	0	0.0%
lawngreen	50+	25	58.1%
All colors	43	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	24	google.cloud.logging_v2.handlers._monitored_resources.detect_resource	call site: 00024	google.cloud.logging_v2.handlers._monitored_resources._create_functions_resource
3	15	google.cloud.logging_v2.handlers._monitored_resources.detect_resource	call site: 00015	google.cloud.logging_v2.handlers._monitored_resources._create_app_engine_resource
3	30	google.cloud.logging_v2.handlers._monitored_resources.detect_resource	call site: 00030	google.cloud.logging_v2.handlers._monitored_resources._create_cloud_run_service_resource
3	34	google.cloud.logging_v2.handlers._monitored_resources.detect_resource	call site: 00034	google.cloud.logging_v2.handlers._monitored_resources._create_cloud_run_job_resource
2	0	EP	call site: 00000	mock.mock.patch
1	10	mock.mock._patch.__init__	call site: 00010	google.cloud.logging_v2.handlers._monitored_resources.detect_resource
1	12	google.cloud.logging_v2.handlers._monitored_resources.detect_resource	call site: 00012	requests.get

Runtime coverage analysis

Covered functions

624

Functions that are reachable but not covered

13

Reachable functions

22

Percentage of reachable functions covered

40.91%

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_resources	3
mock.mock	7
google.cloud.logging_v2.handlers._monitored_resources	10
google.cloud.logging_v2._helpers	1

Fuzzer: fuzz_handlers

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	40	49.3%
gold	[1:9]	0	0.0%
yellow	[10:29]	0	0.0%
greenyellow	[30:49]	0	0.0%
lawngreen	50+	41	50.6%
All colors	81	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
6	13	google.cloud.logging_v2.handlers.structured_log.StructuredLogHandler.__init__	call site: 00013	google.cloud.logging_v2.handlers.structured_log.StructuredLogHandler.format
5	0	EP	call site: 00000	google.cloud.logging_v2.handlers.handlers.CloudLoggingFilter._infer_source_location
5	39	google.cloud.logging_v2.handlers.structured_log.StructuredLogHandler.__init__._Formatter.format	call site: 00039	google.cloud.logging_v2.handlers.handlers.setup_logging
5	57	google.cloud.logging_v2.handlers._monitored_resources.detect_resource	call site: 00057	google.cloud.logging_v2.handlers._monitored_resources._create_functions_resource
5	75	google.cloud.logging_v2.handlers._monitored_resources.detect_resource	call site: 00075	logger.handlers.clear
3	48	google.cloud.logging_v2.handlers._monitored_resources.detect_resource	call site: 00048	google.cloud.logging_v2.handlers._monitored_resources._create_app_engine_resource
3	63	google.cloud.logging_v2.handlers._monitored_resources.detect_resource	call site: 00063	google.cloud.logging_v2.handlers._monitored_resources._create_cloud_run_service_resource
3	67	google.cloud.logging_v2.handlers._monitored_resources.detect_resource	call site: 00067	google.cloud.logging_v2.handlers._monitored_resources._create_cloud_run_job_resource
2	7	google.cloud.logging_v2.handlers.handlers.CloudLoggingFilter._infer_source_location	call site: 00007	google.cloud.logging_v2.handlers.structured_log.StructuredLogHandler.__init__
1	23	google.cloud.logging_v2.handlers.handlers._format_and_parse_message	call site: 00023	.isinstance
1	29	google.cloud.logging_v2.handlers.handlers._format_and_parse_message	call site: 00029	passed_json_fields.copy
1	45	google.cloud.logging_v2.handlers._monitored_resources.detect_resource	call site: 00045	requests.get

Runtime coverage analysis

Covered functions

624

Functions that are reachable but not covered

33

Reachable functions

44

Percentage of reachable functions covered

25.0%

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_handlers	10
google.cloud.logging_v2.handlers.handlers	13
google.cloud.logging_v2.handlers.structured_log	13
google.cloud.logging_v2.handlers._monitored_resources	10
google.cloud.logging_v2._helpers	1

Optimal target analysis

Remaining optimal interesting functions

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

Func name	Functions filename	Arg count	Args	Function depth	hitcount	instr count	bb count	cyclomatic complexity	Reachable functions	Incoming references	total cyclomatic complexity	Unreached complexity
google.oauth2._id_token_async.fetch_id_token	google.oauth2._id_token_async	2	['N/A', 'N/A']	17	0	3	4	5	232	0	750	705
google.protobuf.text_format._Parser._MergeField	google.protobuf.text_format	3	['N/A', 'N/A', 'N/A']	15	0	18	23	12	214	10	718	676
mock.mock._patch.__enter__	mock.mock	1	['N/A']	5	0	5	39	19	78	1	278	233
google.api_core.operations_v1.transports.rest_asyncio.AsyncOperationsRestTransport._list_operations	google.api_core.operations_v1.transports.rest_asyncio	5	['N/A', 'N/A', 'N/A', 'N/A', 'N/A']	13	0	3	2	4	102	0	354	216
google.auth._default._get_explicit_environ_credentials	google.auth._default	1	['N/A']	8	0	3	2	4	105	1	334	199
google.protobuf.text_format._Printer.PrintFieldValue	google.protobuf.text_format	3	['N/A', 'N/A', 'N/A']	25	0	14	12	8	194	15	652	151
google.cloud.logging_v2.client.Client.logging_api	google.cloud.logging_v2.client	1	['N/A']	4	0	1	2	4	45	0	149	107

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

Functions statically reachable by fuzzers

420 / 2826

Cyclomatic complexity statically reachable by fuzzers

1523 / 9371

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_entries.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_entries.TestInput', 'google.cloud._helpers._name_from_project_path']

/src/fuzz_helpers.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=['google.cloud.logging_v2.handlers._helpers._parse_trace_parent', 'google.cloud.logging_v2._helpers._normalize_severity', 'google.cloud.logging_v2._helpers._add_defaults_to_filter']

/src/fuzz_resources.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=['google.cloud.logging_v2.handlers._monitored_resources.detect_resource', 'mock.mock._patch.__init__']

/src/fuzz_handlers.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=['google.cloud.logging_v2.handlers.structured_log.StructuredLogHandler.__init__', 'google.cloud.logging_v2.handlers.structured_log.StructuredLogHandler.__init__._Formatter.format', 'google.cloud.logging_v2.handlers._monitored_resources.detect_resource', 'google.cloud.logging_v2.handlers.handlers.CloudLoggingFilter._infer_source_location', 'google.cloud.logging_v2.handlers.handlers._format_and_parse_message']

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
google.cloud.logging_v2.entries.LogEntry.from_api_repr	35	0	0.0%	[]
google.cloud.logging_v2.entries.LogEntry.to_api_repr	32	2	6.25%	['fuzz_entries', 'fuzz_resources', 'fuzz_helpers', 'fuzz_handlers']
google.api.monitored_resource_pb2	31	14	45.16%	['fuzz_entries', 'fuzz_resources', 'fuzz_helpers', 'fuzz_handlers']
google.protobuf.descriptor_pool.DescriptorPool._ConvertFileProtoToFileDescriptor	31	0	0.0%	[]
google.protobuf.descriptor_pool.DescriptorPool._ConvertMessageDescriptor	31	0	0.0%	[]
google.protobuf.descriptor_pool.DescriptorPool._SetFieldType	47	0	0.0%	[]
google.protobuf.descriptor.Descriptor.__init__	31	0	0.0%	[]
google.protobuf.descriptor.MakeDescriptor	48	0	0.0%	[]
google.protobuf.internal.api_implementation._CanImport	43	21	48.83%	['fuzz_entries', 'fuzz_resources', 'fuzz_helpers', 'fuzz_handlers']
descriptor_pb2.Edition.Name	224	12	5.357%	['fuzz_entries']
google.protobuf.descriptor_pb2._ResolvedFeatures.__init__	473	3	0.634%	['fuzz_entries', 'fuzz_resources', 'fuzz_helpers', 'fuzz_handlers']
google.protobuf.internal.python_message._AddInitMethod.init	67	0	0.0%	[]
os.remove	34	13	38.23%	['fuzz_entries', 'fuzz_resources', 'fuzz_helpers', 'fuzz_handlers']
name.replace	67	13	19.40%	['fuzz_entries', 'fuzz_resources', 'fuzz_helpers', 'fuzz_handlers']
google.protobuf.internal.decoder.MessageSetItemDecoder.DecodeItem	38	0	0.0%	[]
typing_extensions.ParamSpec	1787	514	28.76%	['fuzz_entries', 'fuzz_resources', 'fuzz_helpers', 'fuzz_handlers']
google.protobuf.text_format._Printer._PrintUnknownFields	35	0	0.0%	[]
google.protobuf.text_format._Printer.PrintFieldValue	31	0	0.0%	[]
google.protobuf.text_format._Parser._MergeField	74	0	0.0%	[]
google.protobuf.text_format._Parser._MergeScalarField	37	0	0.0%	[]
google.protobuf.internal.well_known_types.Timestamp.FromJsonString	39	0	0.0%	[]
struct.Struct	64	22	34.37%	['fuzz_entries', 'fuzz_helpers']
google.api.metric_pb2	35	14	40.0%	['fuzz_entries', 'fuzz_resources', 'fuzz_helpers', 'fuzz_handlers']
urllib3.response.MultiDecoder	658	142	21.58%	['fuzz_entries', 'fuzz_resources', 'fuzz_helpers', 'fuzz_handlers']
google.rpc.error_details_pb2	51	12	23.52%	['fuzz_entries', 'fuzz_resources', 'fuzz_helpers', 'fuzz_handlers']
google.protobuf.json_format._Printer._RegularMessageToJsonObject	41	0	0.0%	['fuzz_entries']
google.protobuf.json_format._Printer._FieldToJsonObject	33	0	0.0%	['fuzz_entries']
google.protobuf.json_format._Parser._ConvertFieldValuePair	71	0	0.0%	[]
google.protobuf.json_format._ConvertScalarFieldValue	34	0	0.0%	[]
google.iam.v1.policy_pb2	35	12	34.28%	['fuzz_entries', 'fuzz_resources', 'fuzz_helpers', 'fuzz_handlers']
google.api_core.path_template.transcode	34	0	0.0%	[]
pyasn1_modules.pem.readPemBlocksFromFile	36	6	16.66%	['fuzz_entries', 'fuzz_resources', 'fuzz_helpers', 'fuzz_handlers']
cachetools.LRUCache	516	133	25.77%	['fuzz_entries', 'fuzz_resources', 'fuzz_helpers', 'fuzz_handlers']
connection.close	63	18	28.57%	['fuzz_entries', 'fuzz_resources', 'fuzz_helpers', 'fuzz_handlers']
d.get	189	25	13.22%	['fuzz_entries', 'fuzz_resources', 'fuzz_helpers', 'fuzz_handlers']
api.Authenticate	214	16	7.476%	['fuzz_entries', 'fuzz_resources', 'fuzz_helpers', 'fuzz_handlers']
url.find	204	60	29.41%	['fuzz_entries', 'fuzz_resources', 'fuzz_helpers', 'fuzz_handlers']
google.cloud.audit.audit_log_pb2	67	16	23.88%	['fuzz_entries', 'fuzz_resources', 'fuzz_helpers', 'fuzz_handlers']
google.rpc.context.attribute_context_pb2	52	15	28.84%	['fuzz_entries', 'fuzz_resources', 'fuzz_helpers', 'fuzz_handlers']
google.cloud.logging_v2.services.logging_service_v2.client.LoggingServiceV2Client.__init__	31	0	0.0%	[]
google.cloud.logging_v2.services.config_service_v2.client.ConfigServiceV2Client.__init__	31	0	0.0%	[]
google.cloud.logging_v2.services.metrics_service_v2.client.MetricsServiceV2Client.__init__	31	0	0.0%	[]
google.api_core.retry.retry_streaming_async.retry_target_stream	41	2	4.878%	['fuzz_entries', 'fuzz_resources', 'fuzz_helpers', 'fuzz_handlers']
google.cloud.logging_v2.services.config_service_v2.transports.grpc_asyncio.ConfigServiceV2GrpcAsyncIOTransport.__init__	31	0	0.0%	[]
google.longrunning.operations_proto_pb2	49	18	36.73%	['fuzz_entries', 'fuzz_resources', 'fuzz_helpers', 'fuzz_handlers']
google.api.client_pb2	69	14	20.28%	['fuzz_entries', 'fuzz_resources', 'fuzz_helpers', 'fuzz_handlers']
channel.unary_unary	980	263	26.83%	['fuzz_entries', 'fuzz_resources', 'fuzz_helpers', 'fuzz_handlers']
google.protobuf.wrappers_pb2	34	13	38.23%	['fuzz_entries', 'fuzz_resources', 'fuzz_helpers', 'fuzz_handlers']
google.api_core.operations_v1.abstract_operations_base_client.AbstractOperationsBaseClient.__init__	37	0	0.0%	[]
mock.mock._patch.__enter__	105	38	36.19%	['fuzz_entries', 'fuzz_resources', 'fuzz_helpers', 'fuzz_handlers']
mock.mock._Call.__eq__	38	1	2.631%	['fuzz_entries', 'fuzz_resources', 'fuzz_helpers', 'fuzz_handlers']
mock.mock.create_autospec	80	0	0.0%	[]
urllib3.util.ssl_.create_urllib3_context	181	82	45.30%	['fuzz_entries', 'fuzz_resources', 'fuzz_helpers', 'fuzz_handlers']
b.get	35	17	48.57%	['fuzz_entries', 'fuzz_resources', 'fuzz_helpers', 'fuzz_handlers']

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
	[]	[]
google.api_core.retry	[]	[]
google.api_core.operations_v1.pagers_base	[]	[]
google.api.metric_pb2	[]	[]
subprocess	[]	[]
google.cloud.logging_v2.services.metrics_service_v2.transports.base	[]	[]
google.api.quota_pb2	[]	[]
google.api_core.rest_streaming	[]	[]
google.cloud.appengine_logging.gapic_version	[]	[]
google.logging.type.http_request_pb2	[]	[]
packaging	[]	[]
google.api_core.protobuf_helpers	[]	[]
google.type.postal_address_pb2	[]	[]
google.oauth2.sts	[]	[]
google.cloud.appengine_logging	[]	[]
google.auth._default	[]	[]
google.cloud.logging_v2.metric	[]	[]
google.api_core.operations_v1.operations_async_client	[]	[]
google.protobuf.proto_text	[]	[]
google.cloud.logging_v2.services.metrics_service_v2.pagers	[]	[]
google.protobuf.internal.well_known_types	[]	[]
google.api_core.version_header	[]	[]
google.oauth2._id_token_async	[]	[]
google.protobuf.service_reflection	[]	[]
google.cloud.operation	[]	[]
google.protobuf.text_format	[]	[]
google.cloud.logging_v2.services.config_service_v2.async_client	[]	[]
google.type.month_pb2	[]	[]
google.cloud.client	[]	[]
google.auth.aio	[]	[]
google.type.expr_pb2	[]	[]
google.cloud.appengine_logging_v1.types	[]	[]
google.iam.v1.iam_policy_pb2_grpc	[]	[]
io	[]	[]
google.api_core.timeout	[]	[]
google.api_core.operations_v1.transports	[]	[]
google.api.field_info_pb2	[]	[]
google.api_core.operation	[]	[]
mock.mock	['fuzz_resources']	[]
importlib	[]	[]
google.api.monitoring_pb2	[]	[]
google.api_core.grpc_helpers	[]	[]
google.cloud.logging_v2.services.config_service_v2.transports.grpc	[]	[]
google.protobuf.descriptor_pb2	[]	[]
google.cloud.audit	[]	[]
google.auth.external_account_authorized_user	[]	[]
google.protobuf.pyext	[]	[]
google.auth.api_key	[]	[]
shutil	[]	[]
google.api.resource_pb2	[]	[]
google.cloud.logging_v2.services.logging_service_v2.pagers	[]	[]
google.type.date_pb2	[]	[]
google.auth.aio._helpers	[]	[]
google.auth.transport.requests	[]	[]
google.api_core.operations_v1.abstract_operations_base_client	[]	[]
cffi	[]	[]
google.longrunning.operations_pb2	[]	[]
google.oauth2.webauthn_handler	[]	[]
google.api.usage_pb2	[]	[]
google.rpc.error_details_pb2	[]	[]
google.protobuf.testdata	[]	[]
google.cloud.logging_v2._instrumentation	[]	[]
google.cloud.logging_v2._http	[]	[]
google.api_core.bidi	[]	[]
copy	[]	[]
pprint	[]	[]
google.cloud.logging_v2.types.logging	[]	[]
pyasn1_modules	[]	[]
google.longrunning.operations_proto	[]	[]
google.cloud.logging.handlers	[]	[]
google.auth.compute_engine._metadata	[]	[]
google.type.timeofday_pb2	[]	[]
google.api.httpbody_pb2	[]	[]
google.protobuf.any	[]	[]
google.cloud.logging_v2.services.metrics_service_v2.transports.grpc_asyncio	[]	[]
google.auth.exceptions	[]	[]
google.auth.transport.grpc	[]	[]
google.api_core.extended_operation	[]	[]
google.protobuf.proto	[]	[]
google.api_core.retry.retry_base	[]	[]
google.api_core.rest_streaming_async	[]	[]
grpc_gcp	[]	[]
google.cloud.appengine_logging_v1.types.request_log	[]	[]
google.oauth2.utils	[]	[]
google.oauth2.credentials	[]	[]
google.api_core.future.base	[]	[]
mock.backports	[]	[]
google.type.phone_number_pb2	[]	[]
google.api_core.retry.retry_unary	[]	[]
cryptography	[]	[]
google.protobuf.api_pb2	[]	[]
google.type.datetime_pb2	[]	[]
google.cloud._http	[]	[]
google.protobuf.text_encoding	[]	[]
google.protobuf.timestamp	[]	[]
google.auth.metrics	[]	[]
google.api.backend_pb2	[]	[]
google.cloud.logging.handlers.transports	[]	[]
google.api_core.future._helpers	[]	[]
requests	[]	[]
google.auth.transport	[]	[]
google.cloud.logging.gapic_version	[]	[]
google.protobuf.internal.testing_refleaks	[]	[]
cachetools	[]	[]
google.type.calendar_period_pb2	[]	[]
google.api.visibility_pb2	[]	[]
google.auth._helpers	[]	[]
google.protobuf.json_format	['fuzz_entries']	[]
google.api.source_info_pb2	[]	[]
importlib_metadata	[]	[]
google.cloud.logging_v2.entries	['fuzz_entries']	[]
time	[]	[]
google.protobuf.unknown_fields	[]	[]
google.cloud.logging_v2.services.config_service_v2.client	[]	[]
google.api_core.client_logging	[]	[]
google.iam.v1	[]	[]
asyncio	[]	[]
google.api_core.gapic_v1.config_async	[]	[]
google.iam.v1.logging	[]	[]
jwt	[]	[]
google.oauth2._credentials_async	[]	[]
google.api.field_behavior_pb2	[]	[]
google.auth.compute_engine	[]	[]
google.cloud.logging_v2.client	[]	[]
google.cloud.audit.audit_log_pb2	[]	[]
google.longrunning.operations_pb2_grpc	[]	[]
...fuzz_entries	['fuzz_entries']	[]
pyasn1	[]	[]
google.protobuf.internal.field_mask	[]	[]
google.protobuf.internal.wire_format	[]	[]
google.api_core.future.polling	[]	[]
google.protobuf.internal.api_implementation	[]	[]
google.cloud.logging_v2.handlers.container_engine	[]	[]
google.auth._refresh_worker	[]	[]
google.type.quaternion_pb2	[]	[]
google.auth.crypt._python_rsa	[]	[]
google.api.service_pb2	[]	[]
google.protobuf.internal.decoder	[]	[]
google.api_core.retry.retry_unary_async	[]	[]
google.oauth2._client	[]	[]
google.auth._cloud_sdk	[]	[]
google.api.annotations_pb2	[]	[]
google.cloud.obsolete	[]	[]
google.protobuf.internal.python_edition_defaults	[]	[]
google.auth.transport._mtls_helper	[]	[]
google.api_core.exceptions	[]	[]
google.protobuf.empty_pb2	[]	[]
google.auth.crypt.base	[]	[]
google.api_core.grpc_helpers_async	[]	[]
types	[]	[]
google.api_core.universe	[]	[]
certifi	[]	[]
google.cloud.logging_v2.handlers.transports	[]	[]
typing_extensions	[]	[]
google.auth._credentials_base	[]	[]
google.cloud.logging_v2.types.logging_metrics	[]	[]
google.cloud.logging_v2.logger	[]	[]
google.cloud.logging_v2.services.metrics_service_v2.async_client	[]	[]
google.type.dayofweek_pb2	[]	[]
google.api.policy_pb2	[]	[]
google.auth.compute_engine.credentials	[]	[]
google.protobuf.internal.extension_dict	[]	[]
google.auth.transport._aiohttp_requests	[]	[]
google.auth.transport._requests_base	[]	[]
...fuzz_handlers	['fuzz_handlers']	[]
gc	[]	[]
google.cloud.exceptions	[]	[]
google.auth.impersonated_credentials	[]	[]
google.protobuf.timestamp_pb2	[]	[]
google.api_core.operations_v1.operations_rest_client_async	[]	[]
google.longrunning.operations_grpc	[]	[]
google.api_core.client_info	[]	[]
google.longrunning.operations_grpc_pb2	[]	[]
unittest	[]	[]
google.protobuf.proto_json	[]	[]
google.cloud.appengine_logging_v1.services	[]	[]
posixpath	[]	[]
hmac	[]	[]
google.protobuf.wrappers_pb2	[]	[]
google	[]	[]
google.cloud.logging_v2.types.log_entry	[]	[]
google.api_core.operations_v1.transports.rest_asyncio	[]	[]
google.oauth2._reauth_async	[]	[]
google.cloud.logging_v2.services	[]	[]
aiohttp	[]	[]
google.api_core.page_iterator_async	[]	[]
grpc_status	[]	[]
google.cloud.logging_v2.handlers.handlers	['fuzz_handlers']	[]
dataclasses	[]	[]
google.protobuf.symbol_database	[]	[]
google.api.documentation_pb2	[]	[]
google.api_core.operations_v1.operations_client	[]	[]
google.protobuf.duration	[]	[]
flask	[]	[]
google.cloud.logging_v2.services.config_service_v2.transports	[]	[]
google.auth.aio.transport.sessions	[]	[]
google.type.color_pb2	[]	[]
google.api_core.operations_v1.abstract_operations_client	[]	[]
google.api_core.gapic_v1.routing_header	[]	[]
google.cloud.logging_v2.gapic_version	[]	[]
google.rpc.status_pb2	[]	[]
google.protobuf.compiler	[]	[]
google.api.distribution_pb2	[]	[]
google.api_core.operations_v1.pagers	[]	[]
google.api_core	[]	[]
google.iam.v1.resource_policy_member_pb2	[]	[]
json	[]	[]
google.cloud.logging_v2.resource	[]	[]
google.protobuf.any_pb2	[]	[]
google.api.log_pb2	[]	[]
google.auth.aio.transport	[]	[]
platform	[]	[]
google.api_core.path_template	[]	[]
google.auth._jwt_async	[]	[]
google.api_core.iam	[]	[]
google.protobuf.source_context_pb2	[]	[]
google.cloud.logging_v2.handlers.transports.background_thread	[]	[]
google.api_core.retry.retry_streaming	[]	[]
google.auth.external_account	[]	[]
google.protobuf.descriptor	[]	[]
logging	[]	[]
google.oauth2	[]	[]
google.api.client_pb2	[]	[]
random	[]	[]
google.cloud.logging_v2._helpers	['fuzz_helpers', 'fuzz_resources', 'fuzz_handlers']	[]
google.api.monitored_resource_pb2	[]	[]
google.rpc.code_pb2	[]	[]
tempfile	[]	[]
google.cloud.logging_v2.services.logging_service_v2	[]	[]
google.gapic.metadata.gapic_metadata_pb2	[]	[]
google.cloud.appengine_logging_v1.gapic_version	[]	[]
google.protobuf.internal.encoder	[]	[]
google.cloud.logging_v2.handlers.middleware	[]	[]
google.protobuf.internal.message_listener	[]	[]
email	[]	[]
google.auth.credentials	[]	[]
google.auth.identity_pool	[]	[]
google.rpc.context.attribute_context_pb2	[]	[]
atexit	[]	[]
queue	[]	[]
os	[]	[]
math	[]	[]
google.auth.aio.credentials	[]	[]
calendar	[]	[]
google.cloud.logging_v2.services.metrics_service_v2.client	[]	[]
google.auth.jwt	[]	[]
google.protobuf.field_mask_pb2	[]	[]
google.cloud.logging_v2.sink	[]	[]
google.protobuf.duration_pb2	[]	[]
google.iam.v1.logging.audit_data_pb2	[]	[]
google.api_core.datetime_helpers	[]	[]
google.protobuf.internal.builder	[]	[]
struct	[]	[]
google.cloud.logging_v2.services.metrics_service_v2.transports	[]	[]
google.cloud.logging_v2.services.logging_service_v2.transports.grpc	[]	[]
google.api.auth_pb2	[]	[]
google.cloud.logging_v2.handlers._helpers	['fuzz_helpers']	[]
operator	[]	[]
urllib	[]	[]
google.api_core.gapic_v1	[]	[]
google.cloud.logging_v2.services.config_service_v2.transports.base	[]	[]
google.cloud.logging_v2.handlers.middleware.request	[]	[]
google.auth.aio.transport.aiohttp	[]	[]
google.api_core._rest_streaming_base	[]	[]
google.oauth2.id_token	[]	[]
google.cloud.appengine_logging_v1	[]	[]
google.protobuf.compiler.plugin_pb2	[]	[]
google.auth.pluggable	[]	[]
...fuzz_helpers	['fuzz_helpers']	[]
google.cloud._helpers	['fuzz_entries']	[]
sys	[]	[]
google.protobuf.util	[]	[]
google.cloud.audit.bigquery_audit_metadata_pb2	[]	[]
google.type.localized_text_pb2	[]	[]
google.protobuf.message_factory	[]	[]
google.auth.crypt	[]	[]
google.auth._default_async	[]	[]
collections	[]	[]
google.protobuf.struct_pb2	[]	[]
google.api_core.retry_async	[]	[]
inspect	[]	[]
google.oauth2._client_async	[]	[]
google.protobuf.descriptor_database	[]	[]
google.auth.environment_vars	[]	[]
google.api.config_change_pb2	[]	[]
google.type.decimal_pb2	[]	[]
google.api.launch_stage_pb2	[]	[]
google.cloud.logging.handlers.middleware	[]	[]
google.api_core.operations_v1.transports.base	[]	[]
google.protobuf.internal.containers	[]	[]
pickle	[]	[]
google.iam.v1.policy_pb2	[]	[]
google.longrunning.operations_proto_pb2	[]	[]
google.cloud.logging_v2	[]	[]
google.type.money_pb2	[]	[]
google.cloud.logging_v2.types	[]	[]
google.type.fraction_pb2	[]	[]
re	[]	[]
google.api_core.operations_v1.transports.rest	[]	[]
google.rpc.http_pb2	[]	[]
google.auth._oauth2client	[]	[]
OpenSSL	[]	[]
google.auth.app_engine	[]	[]
base64	[]	[]
google.cloud.logging_v2.services.logging_service_v2.transports.base	[]	[]
google.auth.crypt._cryptography_rsa	[]	[]
google.api.endpoint_pb2	[]	[]
google.iam.v1.iam_policy_pb2	[]	[]
google.auth._exponential_backoff	[]	[]
google.api.system_parameter_pb2	[]	[]
google.cloud.logging_v2.services.config_service_v2.pagers	[]	[]
google.iam.v1.options_pb2	[]	[]
google.auth.crypt.rsa	[]	[]
google.cloud.logging_v2.types.logging_config	[]	[]
google.api_core.operations_v1	[]	[]
google.api.billing_pb2	[]	[]
google.api.error_reason_pb2	[]	[]
weakref	[]	[]
google.cloud.logging_v2.handlers.transports.sync	[]	[]
google.auth.transport._custom_tls_signer	[]	[]
google.cloud.logging_v2.services.metrics_service_v2.transports.grpc	[]	[]
binascii	[]	[]
google.api_core.retry.retry_streaming_async	[]	[]
google.auth.transport.urllib3	[]	[]
mock	[]	[]
google.auth.transport.mtls	[]	[]
google.api_core.version	[]	[]
hashlib	[]	[]
google.api_core.gapic_v1.client_info	[]	[]
google.cloud.logging_v2.services.logging_service_v2.transports.grpc_asyncio	[]	[]
google.oauth2.challenges	[]	[]
datetime	[]	[]
google.type.latlng_pb2	[]	[]
google.api.control_pb2	[]	[]
google.api_core.future.async_future	[]	[]
google.api_core.page_iterator	[]	[]
google.api_core.gapic_v1.config	[]	[]
google.cloud.logging_v2.services.config_service_v2.transports.grpc_asyncio	[]	[]
google.oauth2.reauth	[]	[]
contextlib	[]	[]
...fuzz_resources	['fuzz_resources']	[]
google.protobuf	[]	[]
google.auth.version	[]	[]
rsa	[]	[]
typing	[]	[]
google.protobuf.type_pb2	[]	[]
google.cloud.logging_v2.handlers._monitored_resources	['fuzz_resources', 'fuzz_handlers']	[]
google.cloud.logging_v2.handlers.structured_log	['fuzz_handlers']	[]
google.api.routing_pb2	[]	[]
urllib3	[]	[]
google.cloud.logging_v2.services.logging_service_v2.transports	[]	[]
google.auth	[]	[]
google._upb._message	[]	[]
google.cloud.location.locations_pb2	[]	[]
google.protobuf.internal.type_checkers	['fuzz_entries']	[]
google.protobuf.runtime_version	[]	[]
google.cloud.logging_v2.services.logging_service_v2.client	[]	[]
	[]	[]
google.cloud.logging_v2.services.config_service_v2	[]	[]
google.cloud.logging_v2._gapic	[]	[]
google.cloud.logging	[]	[]
google.api.label_pb2	[]	[]
google.api.logging_pb2	[]	[]
google.protobuf.descriptor_pool	[]	[]
google.protobuf.reflection	[]	[]
grpc	[]	[]
warnings	[]	[]
google.cloud.logging_v2.handlers	[]	[]
google.api_core.operations_v1.operations_client_config	[]	[]
google.api_core.general_helpers	[]	[]
google.cloud.extended_operations_pb2	[]	[]
google.protobuf.message	[]	[]
google.auth.transport._http_client	[]	[]
functools	[]	[]
google.auth.iam	[]	[]
http	[]	[]
google.protobuf.pyext.cpp_message	[]	[]
atheris	[]	[]
google.api_core.client_options	[]	[]
google.rpc.context.audit_context_pb2	[]	[]
google.cloud._testing	[]	[]
getpass	[]	[]
google.cloud.logging_v2.handlers.app_engine	[]	[]
google.iam.v1.options_pb2_grpc	[]	[]
google.protobuf.proto_builder	[]	[]
google.api.context_pb2	[]	[]
google.oauth2.webauthn_handler_factory	[]	[]
google.protobuf.internal	[]	[]
google.oauth2._service_account_async	[]	[]
google.protobuf.internal.enum_type_wrapper	[]	[]
google.cloud.logging_v2.services.metrics_service_v2	[]	[]
google.oauth2.gdch_credentials	[]	[]
google.api_core.operations_v1.pagers_async	[]	[]
google.api_core.operation_async	[]	[]
google.cloud.environment_vars	[]	[]
google.cloud.logging_v2.handlers.transports.base	[]	[]
google.api_core.gapic_v1.method	[]	[]
google.auth._service_account_info	[]	[]
google.logging.type.log_severity_pb2	[]	[]
google.auth.downscoped	[]	[]
google.auth.crypt._helpers	[]	[]
google.api_core.future	[]	[]
google.oauth2.service_account	[]	[]
google.iam.v1.policy_pb2_grpc	[]	[]
proto	[]	[]
ctypes	[]	[]
copyreg	[]	[]
google.oauth2.webauthn_types	[]	[]
google.api_core.rest_helpers	[]	[]
google.protobuf.internal.python_message	[]	[]
threading	[]	[]
google.api.http_pb2	[]	[]
google.cloud.version	[]	[]
google.api.consumer_pb2	[]	[]
google.type.interval_pb2	[]	[]
google.cloud.logging_v2.services.logging_service_v2.async_client	[]	[]
google.auth.crypt.es256	[]	[]
google.auth._credentials_async	[]	[]
google.auth.aws	[]	[]
google.api_core.gapic_v1.method_async	[]	[]

Directories in report

Directory