aws/aws-sam-cli

21.0

Adjusted Score

21.0

Raw Score

100%

Time Factor

2026-09-02

Last Push

6.7K

Stars

Python

Language

405.9K

Lines of Code

3.5K

Files

7.7K

Pattern Hits

2026-09-02

Scan Date

0.05

HC Hit Rate

What These Metrics Mean

Adjusted Score: Primary synthetic code indicator. Raw score normalised per 1,000 lines of code and multiplied by the temporal discount factor. This is the definitive comparative metric — use it to rank repositories by AI authorship density.
Raw Score: The unmodified sum of all severity-weighted, context-multiplied pattern match scores before temporal discounting. Reflects the absolute signal strength independent of when the repository was last active.
Time Factor: The temporal discount multiplier (0–100%) applied to the raw score. Repositories last updated before ChatGPT's launch (Nov 2022) receive a 5% factor. Full signal is only assigned to repositories active in the post-adoption era (Jan 2024+).
Pattern Hits: Total count of individual pattern matches across all files and categories. A high hit count with a low score may indicate a very large codebase with isolated AI snippets; a low count with a high score indicates dense, concentrated AI signatures.
HC Hit Rate: High+Critical pattern hits per file, averaged across the repository. This orthogonal signal catches repositories where a few files are densely packed with high-severity AI tells — a strong indicator even when the normalised score appears moderate due to codebase size.
Lines of Code / Files: Total lines and files analysed. The scanner examines 94 file extensions. These denominators are used to normalise the score, enabling fair comparison between repositories of vastly different sizes.

Score History

Longitudinal tracking requires multiple scan runs. Once this repository is re-scanned after new commits land, this chart will visualise how the synthetic code signal evolves over time — enabling you to detect whether AI authorship is growing, stabilising, or being actively corrected by human engineers.

No multi-scan history yet — run the scanner again to build trend data.

Severity Breakdown

Classifies detected patterns by their diagnostic confidence and structural impact. CRITICAL patterns (coefficient 10) represent definitive synthetic signatures — hallucinated imports, explicit LLM attribution metadata — virtually never produced by human authors. HIGH (5) indicates strong structural tells such as cross-file repetition or cross-linguistic idioms. MEDIUM (2) covers recognisable conversational padding and AI-specific vocabulary. LOW (1) captures subtle indicators like tautological comments and generic boilerplate that require density to carry independent signal.

CRITICAL 15HIGH 167MEDIUM 216LOW 7335

Directory Score Breakdown

This horizontal bar chart decomposes the repository's raw synthetic code score by top-level directory, allowing you to pinpoint precisely which modules or components carry the highest AI authorship density. Directories with disproportionately high scores relative to their size warrant targeted manual review: concentrated AI signatures often trace back to mass-generated configuration layers, auto-ported test suites, LLM-scaffolded boilerplate classes, or entire subsystems authored under heavy copilot assistance. Use this view to prioritise your human code-review effort.

Pattern Findings

The scanner identified 7733 distinct pattern matches across 20 syntactic categories. Each entry below represents a discrete location in the source code where the engine recorded a statistically significant AI authorship indicator. Expand any category row to inspect the individual file paths, line numbers, code snippets, and the lexical context (CODE, COMMENT, or STRING) in which each match was detected.

Reading the findings table: The Severity column indicates the diagnostic confidence level (CRITICAL / HIGH / MEDIUM / LOW). The Context column identifies whether the match occurred inside executable code, an inline comment, or a string literal — comment-context matches receive a ×1.5 weight because LLMs systematically over-annotate. The ⚡ bolt icon marks clustered matches: three or more patterns within a 10-line window, each receiving an additional ×1.5 density multiplier as dense clusters constitute far stronger evidence of synthetic authorship than isolated hits.

Hyper-Verbose Identifiers6349 hits · 5808 pts

Severity	File	Line	Snippet	Context
LOW	designs/intrinsics_design.md	299	def intrinsic_property_resolver():	CODE
LOW	designs/cloud_formation_api_gateway_support.md	228	def _extrac_api_gateway_rest_api():	CODE
LOW	designs/cloud_formation_api_gateway_support.md	236	def _extract_gateway_rest_api():	CODE
LOW	designs/cloud_formation_api_gateway_support.md	248	def _extract_gateway_resource():	CODE
LOW	tests/testing_utils.py	353	def strip_nightly_installer_suffix(request: dict, metric_type: str):	CODE
LOW	tests/get_testing_resources.py	32	def get_managed_test_resource_outputs(session: Session):	CODE
LOW	tests/setup_testing_resources.py	130	def check_conversion_exemptions():	CODE
LOW	tests/unit/test_yamlhelper.py	77	def test_parse_json_with_tabs(self):	STRING
LOW	tests/unit/test_yamlhelper.py	82	def test_parse_json_preserve_elements_order(self):	STRING
LOW	tests/unit/test_yamlhelper.py	112	def test_parse_yaml_preserve_elements_order(self):	STRING
LOW	tests/unit/test_yamlhelper.py	166	def test_unquoted_template_format_version_to_json(self):	STRING
LOW⚡	tests/unit/cli/test_command.py	70	def test_set_commands_must_extract_command_name(self):	CODE
LOW⚡	tests/unit/cli/test_command.py	76	def test_list_commands_must_return_commands_name(self):	CODE
LOW⚡	tests/unit/cli/test_command.py	84	def test_get_command_must_return_command_module(self, importlib_mock):	CODE
LOW	tests/unit/cli/test_command.py	107	def test_get_command_must_skip_unknown_commands(self):	CODE
LOW	tests/unit/cli/test_command.py	117	def test_get_command_must_skip_on_exception_loading_module(self, importlib_mock):	CODE
LOW	tests/unit/cli/test_command.py	130	def test_get_command_must_skip_on_absence_of_cli_method(self, importlib_mock):	CODE
LOW	tests/unit/cli/test_command.py	143	def test_get_command_root_command(self, importlib_mock):	CODE
LOW	tests/unit/cli/test_command.py	157	def test_get_options_root_command_text(self, mock_get_params, mock_format_commands):	CODE
LOW	tests/unit/cli/test_command.py	180	def test_get_command_root_command_text(self):	CODE
LOW⚡	tests/unit/cli/test_cli_config_file.py	47	def test_toml_valid_with_section(self, mock_handle_parse_options):	CODE
LOW⚡	tests/unit/cli/test_cli_config_file.py	55	def test_toml_valid_with_no_version(self):	CODE
LOW⚡	tests/unit/cli/test_cli_config_file.py	62	def test_toml_valid_with_invalid_version(self):	CODE
LOW⚡	tests/unit/cli/test_cli_config_file.py	69	def test_toml_invalid_empty_dict(self):	CODE
LOW⚡	tests/unit/cli/test_cli_config_file.py	77	def test_toml_invalid_file_name(self):	CODE
LOW⚡	tests/unit/cli/test_cli_config_file.py	154	def test_callback_with_valid_config_file_path(self):	CODE
LOW⚡	tests/unit/cli/test_cli_config_file.py	184	def test_callback_with_config_file_from_pipe(self):	CODE
LOW⚡	tests/unit/cli/test_cli_config_file.py	607	def test_succeeds_updating_option(self, mock_click):	CODE
LOW⚡	tests/unit/cli/test_cli_config_file.py	617	def test_doesnt_update_not_needed_options(self, mock_click):	CODE
LOW⚡	tests/unit/cli/test_cli_config_file.py	627	def test_doesnt_update_multiple_false(self, mock_click):	CODE
LOW⚡	tests/unit/cli/test_cli_config_file.py	637	def test_doesnt_update_not_found(self, mock_click):	CODE
LOW	tests/unit/cli/test_cli_config_file.py	112	def test_callback_with_valid_config_env(self):	CODE
LOW	tests/unit/cli/test_cli_config_file.py	134	def test_callback_with_invalid_config_file(self):	CODE
LOW	tests/unit/cli/test_cli_config_file.py	217	def test_configuration_option(self):	CODE
LOW	tests/unit/cli/test_cli_config_file.py	230	def test_get_ctx_defaults_non_nested(self):	CODE
LOW	tests/unit/cli/test_cli_config_file.py	241	def test_get_ctx_defaults_nested(self):	CODE
LOW	tests/unit/cli/test_cli_config_file.py	282	def test_dont_save_command_line_args_if_flag_not_set(self):	CODE
LOW	tests/unit/cli/test_cli_config_file.py	294	def test_save_command_line_args(self, mock_context_class, mock_get_default_aws_region):	CODE
LOW	tests/unit/cli/test_cli_config_file.py	334	def test_dont_save_structured_output_option(self, mock_context_class, mock_get_default_aws_region):	CODE
LOW	tests/unit/cli/test_cli_config_file.py	377	def test_dont_save_arguments_not_from_command_line(self, mock_context_class, mock_get_default_aws_region):	CODE
LOW	tests/unit/cli/test_cli_config_file.py	416	def test_dont_save_command_line_args_if_value_is_none(self, mock_context_class, mock_get_default_aws_region):	CODE
LOW	tests/unit/cli/test_cli_config_file.py	454	def test_save_region_when_context_has_region(self, mock_context_class, mock_get_default_aws_region):	CODE
LOW	tests/unit/cli/test_cli_config_file.py	488	def test_save_default_region_when_context_has_no_region(self, mock_context_class, mock_get_default_aws_region):	CODE
LOW	tests/unit/cli/test_cli_config_file.py	525	def test_save_default_region_when_no_sam_context(self, mock_context_class, mock_get_default_aws_region):	CODE
LOW	tests/unit/cli/test_cli_config_file.py	560	def test_save_region_with_custom_config_env(self, mock_context_class, mock_get_default_aws_region):	CODE
LOW	tests/unit/cli/test_cli_config_file.py	648	def test_handles_invalid_param_name(self, mock_click, mock_log):	CODE
LOW	tests/unit/cli/test_cli_config_file.py	661	def test_handles_invalid_param_multiple(self, mock_click, mock_log, mock_get_options_map):	CODE
LOW	tests/unit/cli/test_lazy_group.py	18	def test_lazy_group_lists_commands(self):	CODE
LOW	tests/unit/cli/test_lazy_group.py	37	def test_lazy_group_loads_command_on_demand(self, mock_import):	CODE
LOW	tests/unit/cli/test_lazy_group.py	65	def test_lazy_group_handles_missing_command(self, mock_import):	CODE
LOW	tests/unit/cli/test_lazy_group.py	85	def test_lazy_group_handles_import_error(self, mock_import):	CODE
LOW	tests/unit/cli/test_lazy_group.py	105	def test_lazy_group_validates_command_object(self, mock_import):	CODE
LOW⚡	tests/unit/cli/test_row_modifiers.py	16	def test_base_line_row_modifier(self):	CODE
LOW⚡	tests/unit/cli/test_row_modifiers.py	23	def test_highlight_new_row_name_modifier(self):	CODE
LOW⚡	tests/unit/cli/test_row_modifiers.py	30	def test_showcase_row_modifier(self):	CODE
LOW⚡	tests/unit/cli/test_global_config.py	126	def test_get_value_env_var_only(self):	CODE
LOW⚡	tests/unit/cli/test_global_config.py	133	def test_get_value_env_var_and_config_priority(self):	CODE
LOW⚡	tests/unit/cli/test_global_config.py	140	def test_get_value_config_only(self):	CODE
LOW⚡	tests/unit/cli/test_global_config.py	148	def test_get_value_error_default(self):	CODE
LOW⚡	tests/unit/cli/test_global_config.py	156	def test_get_value_incorrect_type_default(self):	CODE
6289 more matches not shown…

Decorative Section Separators153 hits · 524 pts

Severity	File	Line	Snippet	Context
MEDIUM	tests/unit/lib/samlib/test_wrapper.py	316	# =============================================================================	COMMENT
MEDIUM	tests/unit/lib/samlib/test_wrapper.py	318	# =============================================================================	COMMENT
MEDIUM	tests/unit/lib/samlib/test_wrapper.py	407	# =============================================================================	COMMENT
MEDIUM	tests/unit/lib/samlib/test_wrapper.py	409	# =============================================================================	COMMENT
MEDIUM	tests/unit/lib/samlib/test_wrapper.py	582	# =============================================================================	COMMENT
MEDIUM	tests/unit/lib/samlib/test_wrapper.py	584	# =============================================================================	COMMENT
MEDIUM	tests/unit/lib/samlib/test_wrapper.py	701	# =============================================================================	COMMENT
MEDIUM	tests/unit/lib/samlib/test_wrapper.py	703	# =============================================================================	COMMENT
MEDIUM	tests/unit/lib/samlib/test_wrapper.py	1073	# =============================================================================	COMMENT
MEDIUM	tests/unit/lib/samlib/test_wrapper.py	1075	# =============================================================================	COMMENT
MEDIUM⚡	…it/lib/cfn_language_extensions/test_sam_integration.py	102	# =============================================================================	COMMENT
MEDIUM⚡	…it/lib/cfn_language_extensions/test_sam_integration.py	104	# =============================================================================	COMMENT
MEDIUM⚡	…it/lib/cfn_language_extensions/test_sam_integration.py	778	# =============================================================================	COMMENT
MEDIUM⚡	…it/lib/cfn_language_extensions/test_sam_integration.py	780	# =============================================================================	COMMENT
MEDIUM	…it/lib/cfn_language_extensions/test_sam_integration.py	22	# =============================================================================	COMMENT
MEDIUM	…it/lib/cfn_language_extensions/test_sam_integration.py	24	# =============================================================================	COMMENT
MEDIUM	…it/lib/cfn_language_extensions/test_sam_integration.py	180	# =============================================================================	COMMENT
MEDIUM	…it/lib/cfn_language_extensions/test_sam_integration.py	182	# =============================================================================	COMMENT
MEDIUM⚡	tests/unit/lib/cfn_language_extensions/test_fn_if.py	637	# =============================================================================	COMMENT
MEDIUM⚡	tests/unit/lib/cfn_language_extensions/test_fn_if.py	639	# =============================================================================	COMMENT
MEDIUM⚡	…t/lib/cfn_language_extensions/test_phase_separation.py	35	# =============================================================================	COMMENT
MEDIUM⚡	…t/lib/cfn_language_extensions/test_phase_separation.py	37	# =============================================================================	COMMENT
MEDIUM⚡	…t/lib/cfn_language_extensions/test_phase_separation.py	646	# =============================================================================	COMMENT
MEDIUM⚡	…t/lib/cfn_language_extensions/test_phase_separation.py	648	# =============================================================================	COMMENT
MEDIUM	…t/lib/cfn_language_extensions/test_phase_separation.py	143	# =============================================================================	COMMENT
MEDIUM	…t/lib/cfn_language_extensions/test_phase_separation.py	145	# =============================================================================	COMMENT
MEDIUM	…t/lib/cfn_language_extensions/test_phase_separation.py	337	# =============================================================================	COMMENT
MEDIUM	…t/lib/cfn_language_extensions/test_phase_separation.py	339	# =============================================================================	COMMENT
MEDIUM	…t/lib/cfn_language_extensions/test_phase_separation.py	472	# =============================================================================	COMMENT
MEDIUM	…t/lib/cfn_language_extensions/test_phase_separation.py	474	# =============================================================================	COMMENT
MEDIUM⚡	…/lib/cfn_language_extensions/test_foreach_processor.py	1609	# =============================================================================	COMMENT
MEDIUM⚡	…/lib/cfn_language_extensions/test_foreach_processor.py	1611	# =============================================================================	COMMENT
MEDIUM⚡	…/lib/cfn_language_extensions/test_foreach_processor.py	1614	# =============================================================================	COMMENT
MEDIUM⚡	…/lib/cfn_language_extensions/test_foreach_processor.py	1616	# =============================================================================	COMMENT
MEDIUM	…sts/unit/lib/cfn_language_extensions/test_fn_length.py	446	# =============================================================================	COMMENT
MEDIUM	…sts/unit/lib/cfn_language_extensions/test_fn_length.py	448	# =============================================================================	COMMENT
MEDIUM	…it/lib/cfn_language_extensions/test_deletion_policy.py	536	# =============================================================================	COMMENT
MEDIUM	…it/lib/cfn_language_extensions/test_deletion_policy.py	538	# =============================================================================	COMMENT
MEDIUM	…nit/lib/cfn_language_extensions/test_property_tests.py	28	# =============================================================================	COMMENT
MEDIUM	…nit/lib/cfn_language_extensions/test_property_tests.py	30	# =============================================================================	COMMENT
MEDIUM	…nit/lib/cfn_language_extensions/test_property_tests.py	216	# =============================================================================	COMMENT
MEDIUM	…nit/lib/cfn_language_extensions/test_property_tests.py	218	# =============================================================================	COMMENT
MEDIUM	…nit/lib/cfn_language_extensions/test_property_tests.py	373	# =============================================================================	COMMENT
MEDIUM	…nit/lib/cfn_language_extensions/test_property_tests.py	375	# =============================================================================	COMMENT
MEDIUM	…nit/lib/cfn_language_extensions/test_property_tests.py	589	# =============================================================================	COMMENT
MEDIUM	…nit/lib/cfn_language_extensions/test_property_tests.py	591	# =============================================================================	COMMENT
MEDIUM	…nit/lib/cfn_language_extensions/test_property_tests.py	762	# =============================================================================	COMMENT
MEDIUM	…nit/lib/cfn_language_extensions/test_property_tests.py	764	# =============================================================================	COMMENT
MEDIUM	…nit/lib/cfn_language_extensions/test_property_tests.py	913	# =============================================================================	COMMENT
MEDIUM	…nit/lib/cfn_language_extensions/test_property_tests.py	915	# =============================================================================	COMMENT
MEDIUM	…nit/lib/cfn_language_extensions/test_property_tests.py	979	# =============================================================================	COMMENT
MEDIUM	…nit/lib/cfn_language_extensions/test_property_tests.py	981	# =============================================================================	COMMENT
MEDIUM	…nit/lib/cfn_language_extensions/test_property_tests.py	1035	# =============================================================================	COMMENT
MEDIUM	…nit/lib/cfn_language_extensions/test_property_tests.py	1037	# =============================================================================	COMMENT
MEDIUM⚡	…nit/lib/cfn_language_extensions/test_fn_find_in_map.py	159	# =============================================================================	COMMENT
MEDIUM⚡	…nit/lib/cfn_language_extensions/test_fn_find_in_map.py	161	# =============================================================================	COMMENT
MEDIUM⚡	…nit/lib/cfn_language_extensions/test_fn_find_in_map.py	232	# =============================================================================	COMMENT
MEDIUM⚡	…nit/lib/cfn_language_extensions/test_fn_find_in_map.py	234	# =============================================================================	COMMENT
MEDIUM⚡	…nit/lib/cfn_language_extensions/test_fn_find_in_map.py	325	# =============================================================================	COMMENT
MEDIUM⚡	…nit/lib/cfn_language_extensions/test_fn_find_in_map.py	327	# =============================================================================	COMMENT
93 more matches not shown…

Cross-File Repetition98 hits · 490 pts

Severity	File	Line	Snippet	Context
HIGH	tests/unit/lib/cfn_language_extensions/test_fn_join.py	0	test that can_resolve returns false for other functions.	STRING
HIGH	tests/unit/lib/cfn_language_extensions/test_fn_if.py	0	test that can_resolve returns false for other functions.	STRING
HIGH	…sts/unit/lib/cfn_language_extensions/test_fn_base64.py	0	test that can_resolve returns false for other functions.	STRING
HIGH	…lib/cfn_language_extensions/test_condition_resolver.py	0	test that can_resolve returns false for other functions.	STRING
HIGH	tests/unit/lib/cfn_language_extensions/test_fn_split.py	0	test that can_resolve returns false for other functions.	STRING
HIGH	…sts/unit/lib/cfn_language_extensions/test_fn_length.py	0	test that can_resolve returns false for other functions.	STRING
HIGH	…nit/lib/cfn_language_extensions/test_fn_find_in_map.py	0	test that can_resolve returns false for other functions.	STRING
HIGH	…/lib/cfn_language_extensions/test_fn_to_json_string.py	0	test that can_resolve returns false for other functions.	STRING
HIGH	…sts/unit/lib/cfn_language_extensions/test_fn_select.py	0	test that can_resolve returns false for other functions.	STRING
HIGH	tests/unit/lib/cfn_language_extensions/test_fn_ref.py	0	test that can_resolve returns false for other functions.	STRING
HIGH	tests/unit/lib/cfn_language_extensions/test_fn_sub.py	0	test that can_resolve returns false for other functions.	STRING
HIGH	tests/unit/lib/cfn_language_extensions/test_fn_join.py	0	test that can_resolve returns false for non-dict values.	STRING
HIGH	tests/unit/lib/cfn_language_extensions/test_fn_if.py	0	test that can_resolve returns false for non-dict values.	STRING
HIGH	…sts/unit/lib/cfn_language_extensions/test_fn_base64.py	0	test that can_resolve returns false for non-dict values.	STRING
HIGH	…lib/cfn_language_extensions/test_condition_resolver.py	0	test that can_resolve returns false for non-dict values.	STRING
HIGH	…nit/lib/cfn_language_extensions/test_resolvers_base.py	0	test that can_resolve returns false for non-dict values.	STRING
HIGH	tests/unit/lib/cfn_language_extensions/test_fn_split.py	0	test that can_resolve returns false for non-dict values.	STRING
HIGH	…sts/unit/lib/cfn_language_extensions/test_fn_length.py	0	test that can_resolve returns false for non-dict values.	STRING
HIGH	…nit/lib/cfn_language_extensions/test_fn_find_in_map.py	0	test that can_resolve returns false for non-dict values.	STRING
HIGH	…/lib/cfn_language_extensions/test_fn_to_json_string.py	0	test that can_resolve returns false for non-dict values.	STRING
HIGH	…sts/unit/lib/cfn_language_extensions/test_fn_select.py	0	test that can_resolve returns false for non-dict values.	STRING
HIGH	tests/unit/lib/cfn_language_extensions/test_fn_ref.py	0	test that can_resolve returns false for non-dict values.	STRING
HIGH	tests/unit/lib/cfn_language_extensions/test_fn_sub.py	0	test that can_resolve returns false for non-dict values.	STRING
HIGH	tests/unit/lib/cfn_language_extensions/test_fn_join.py	0	a mock resolver that implements fn::split for testing nested intrinsics.	STRING
HIGH	…sts/unit/lib/cfn_language_extensions/test_fn_length.py	0	a mock resolver that implements fn::split for testing nested intrinsics.	STRING
HIGH	…nit/lib/cfn_language_extensions/test_fn_find_in_map.py	0	a mock resolver that implements fn::split for testing nested intrinsics.	STRING
HIGH	…sts/unit/lib/cfn_language_extensions/test_fn_base64.py	0	a mock resolver that resolves ref to parameter values for testing.	STRING
HIGH	…sts/unit/lib/cfn_language_extensions/test_fn_length.py	0	a mock resolver that resolves ref to parameter values for testing.	STRING
HIGH	…nit/lib/cfn_language_extensions/test_fn_find_in_map.py	0	a mock resolver that resolves ref to parameter values for testing.	STRING
HIGH	…sts/unit/lib/cfn_language_extensions/test_fn_length.py	0	test that fn::tojsonstring is resolved even in partial mode. requirement 16.4: in partial mode, still resolve fn::tojson	STRING
HIGH	…nit/lib/cfn_language_extensions/test_fn_find_in_map.py	0	test that fn::tojsonstring is resolved even in partial mode. requirement 16.4: in partial mode, still resolve fn::tojson	STRING
HIGH	…/lib/cfn_language_extensions/test_fn_to_json_string.py	0	test that fn::tojsonstring is resolved even in partial mode. requirement 16.4: in partial mode, still resolve fn::tojson	STRING
HIGH	…it/lib/cfn_language_extensions/test_deletion_policy.py	0	test processing template with empty resources section.	STRING
HIGH	tests/unit/lib/cfn_language_extensions/test_api.py	0	test processing template with empty resources section.	STRING
HIGH	…/cfn_language_extensions/test_update_replace_policy.py	0	test processing template with empty resources section.	STRING
HIGH	tests/integration/testdata/list/hello_world/app.py	0	sample pure lambda function parameters ---------- event: dict, required api gateway lambda proxy input format event doc:	STRING
HIGH	…hello/{{cookiecutter.project_name}}/hello_world/app.py	0	sample pure lambda function parameters ---------- event: dict, required api gateway lambda proxy input format event doc:	STRING
HIGH	…hello/{{cookiecutter.project_name}}/hello_world/app.py	0	sample pure lambda function parameters ---------- event: dict, required api gateway lambda proxy input format event doc:	STRING
HIGH	…hello/{{cookiecutter.project_name}}/hello_world/app.py	0	sample pure lambda function parameters ---------- event: dict, required api gateway lambda proxy input format event doc:	STRING
HIGH	…ython/{{cookiecutter.project_name}}/hello_world/app.py	0	sample pure lambda function parameters ---------- event: dict, required api gateway lambda proxy input format event doc:	STRING
HIGH	…2c9dce715854f8b35aa73fb7eb5245ba9721580bbe5837/main.py	0	sample pure lambda function that returns a message and a location	STRING
HIGH	…df01072092f9851ddcd1b41ba294f736ce77091f5cc456/main.py	0	sample pure lambda function that returns a message and a location	STRING
HIGH	…2c9dce715854f8b35aa73fb7eb5245ba9721580bbe5837/main.py	0	sample pure lambda function that returns a message and a location	STRING
HIGH	…df01072092f9851ddcd1b41ba294f736ce77091f5cc456/main.py	0	sample pure lambda function that returns a message and a location	STRING
HIGH	…tion/testdata/sync/infra/before/Python/function/app.py	0	sample pure lambda function that returns a message and a location	STRING
HIGH	…ation/testdata/sync/infra/after/Python/function/app.py	0	sample pure lambda function that returns a message and a location	STRING
HIGH	…/integration/testdata/sync/code/before/function/app.py	0	sample pure lambda function that returns a message and a location	STRING
HIGH	…s/integration/testdata/sync/code/after/function/app.py	0	sample pure lambda function that returns a message and a location	STRING
HIGH	…before/child_stack/child_function/function/function.py	0	sample pure lambda function that returns a message and a location	STRING
HIGH	…data/sync/nested/before/root_function/root_function.py	0	sample pure lambda function that returns a message and a location	STRING
HIGH	…d/before/child_stack/child_functions/child_function.py	0	sample pure lambda function that returns a message and a location	STRING
HIGH	…tdata/sync/nested/after/root_function/root_function.py	0	sample pure lambda function that returns a message and a location	STRING
HIGH	…ed/after/child_stack/child_functions/child_function.py	0	sample pure lambda function that returns a message and a location	STRING
HIGH	…n/testdata/sync/infra/after/Python/lmi_function/app.py	0	returns environment variables, particularly aws_lambda_max_concurrency. used for testing capacity provider configuration	STRING
HIGH	…ration/testdata/sync/code/after/lmi_function/app_v2.py	0	returns environment variables, particularly aws_lambda_max_concurrency. used for testing capacity provider configuration	STRING
HIGH	…tegration/testdata/sync/code/after/lmi_function/app.py	0	returns environment variables, particularly aws_lambda_max_concurrency. used for testing capacity provider configuration	STRING
HIGH	…ration/testdata/sync/code/after/lmi_function/app_v1.py	0	returns environment variables, particularly aws_lambda_max_concurrency. used for testing capacity provider configuration	STRING
HIGH	…egration/buildcmd/test_build_terraform_applications.py	0	please read comments in package_integ_base.py for more details around this.	STRING
HIGH	tests/integration/publish/publish_app_integ_base.py	0	please read comments in package_integ_base.py for more details around this.	STRING
HIGH	tests/regression/package/regression_package_base.py	0	please read comments in package_integ_base.py for more details around this.	STRING
38 more matches not shown…

Unused Imports482 hits · 436 pts

Severity	File	Line	Context
LOW	tests/conftest.py	3	CODE
LOW	tests/setup_testing_resources.py	12	CODE
LOW	tests/unit/cli/test_cli_config_file.py	11	CODE
LOW	tests/unit/cli/test_global_config.py	3	CODE
LOW	tests/unit/cli/test_main.py	2	CODE
LOW	tests/unit/local/apigw/test_local_apigw_service.py	27	CODE
LOW	…nit/local/docker/test_lambda_image_concurrent_build.py	7	CODE
LOW	…nit/local/docker/test_lambda_image_concurrent_build.py	15	CODE
LOW	tests/unit/local/docker/test_lambda_image_build_lock.py	10	CODE
LOW	tests/unit/local/docker/test_lambda_image_build_lock.py	10	CODE
LOW	tests/unit/local/docker/test_lambda_image_build_lock.py	12	CODE
LOW	tests/unit/local/docker/test_container.py	5	CODE
LOW	…sts/unit/local/docker/test_container_client_factory.py	10	CODE
LOW	…sts/unit/local/docker/test_container_client_factory.py	13	CODE
LOW	tests/unit/local/docker/test_container_client.py	9	CODE
LOW	…sts/unit/local/docker/test_durable_lambda_container.py	6	CODE
LOW	tests/unit/local/docker/test_manager.py	5	CODE
LOW	tests/unit/local/docker/test_manager.py	8	CODE
LOW	tests/unit/local/docker/test_platform_config.py	17	CODE
LOW	tests/unit/local/docker/test_lambda_image_additional.py	5	CODE
LOW	tests/unit/local/docker/test_lambda_image_additional.py	6	CODE
LOW	tests/unit/local/docker/test_lambda_image_additional.py	8	CODE
LOW	tests/unit/local/docker/test_lambda_image_additional.py	11	CODE
LOW	tests/unit/local/docker/test_lambda_image_additional.py	17	CODE
LOW	tests/unit/local/docker/test_lambda_image_additional.py	19	CODE
LOW	tests/unit/local/layers/test_download_layers.py	1	CODE
LOW	tests/unit/local/layers/test_download_layers.py	9	CODE
LOW	tests/unit/local/lambdafn/test_env_vars.py	7	CODE
LOW	tests/unit/local/lambdafn/test_runtime.py	6	CODE
LOW	…local/lambda_service/test_local_lambda_http_service.py	2	CODE
LOW	…local/lambda_service/test_local_lambda_http_service.py	3	CODE
LOW	…local/lambda_service/test_local_lambda_http_service.py	14	CODE
LOW	tests/unit/schema/test_schema_validation.py	4	CODE
LOW	tests/unit/lib/samlib/test_wrapper.py	2	CODE
LOW	…ib/init/test_application_insights_template_modifier.py	3	CODE
LOW	…ib/init/test_application_insights_template_modifier.py	6	CODE
LOW	…ib/init/test_application_insights_template_modifier.py	7	CODE
LOW	tests/unit/lib/clients/test_lambda_client.py	5	CODE
LOW	tests/unit/lib/clients/test_lambda_client.py	6	CODE
LOW	tests/unit/lib/clients/test_lambda_client.py	8	CODE
LOW	tests/unit/lib/clients/test_lambda_client.py	10	CODE
LOW	tests/unit/lib/pipeline/bootstrap/test_environment.py	8	CODE
LOW	…/unit/lib/bootstrap/companion_stack/test_data_types.py	4	CODE
LOW	…ib/bootstrap/nested_stack/test_nested_stack_builder.py	4	CODE
LOW	tests/unit/lib/deploy/test_deployer.py	15	CODE
LOW	tests/unit/lib/cookiecutter/test_interactive_flow.py	1	CODE
LOW	tests/unit/lib/utils/test_tar.py	4	CODE
LOW	…sts/unit/lib/utils/test_resource_type_based_factory.py	4	CODE
LOW	…sts/unit/lib/utils/test_resource_type_based_factory.py	4	CODE
LOW	tests/unit/lib/utils/test_git_repo.py	2	CODE
LOW	tests/unit/lib/utils/test_handler_observer.py	3	CODE
LOW	tests/unit/lib/utils/test_code_trigger_factory.py	1	CODE
LOW	tests/unit/lib/utils/test_code_trigger_factory.py	3	CODE
LOW	tests/unit/lib/utils/test_durable_formatters.py	7	CODE
LOW	tests/unit/lib/utils/test_definition_validator.py	1	CODE
LOW	tests/unit/lib/utils/test_definition_validator.py	3	CODE
LOW	tests/unit/lib/utils/test_async_utils.py	2	CODE
LOW	tests/unit/lib/utils/test_version_checker.py	3	CODE
LOW	tests/unit/lib/utils/test_version_checker.py	5	CODE
LOW	…ts/unit/lib/utils/test_managed_cloudformation_stack.py	2	CODE
422 more matches not shown…

Docstring Block Structure40 hits · 200 pts

Severity	File	Line	Snippet	Context
HIGH	…i/local/docker/durable_functions_emulator_container.py	108	Get port from environment variables. External emulator port takes first priority, followed by any overr	STRING
HIGH	samcli/local/docker/container_client.py	143	Load image from archive with runtime-specific handling. This method handles the differences between co	STRING
HIGH	samcli/local/docker/container_client.py	195	Get archive from container with runtime-specific handling. Different container runtimes handle file ex	STRING
HIGH	samcli/local/docker/container_client.py	353	Load image from archive using standard Docker image loading logic. Uses Docker's standard high-level A	STRING
HIGH	samcli/local/docker/container_client.py	558	Load image from archive with Finch overlayfs workaround using raw API fallback. Finch has known issues	STRING
HIGH	samcli/local/docker/container_client.py	589	Handle Finch overlayfs workaround using raw API. This method uses the raw Docker API to work around Fi	STRING
HIGH	samcli/local/docker/container_client_factory.py	64	Create and test client based on administrator enforcement. Creates preferred client instance and tests	STRING
HIGH	samcli/lib/cfn_language_extensions/api.py	684	Process a CloudFormation template with language extensions. This is the main entry point for processing CloudF	STRING
HIGH	samcli/lib/cfn_language_extensions/api.py	729	Load a CloudFormation template from a JSON file. This function reads a JSON file and parses it into a dictiona	STRING
HIGH	samcli/lib/cfn_language_extensions/api.py	752	Load a CloudFormation template from a YAML file. This function reads a YAML file and parses it into a dictiona	STRING
HIGH	samcli/lib/cfn_language_extensions/api.py	778	Load a CloudFormation template from a file, auto-detecting the format. This function automatically detects the	STRING
HIGH	samcli/lib/cfn_language_extensions/pipeline.py	77	Run all processors and return the processed fragment. Executes each processor in order, passing the co	STRING
HIGH	samcli/lib/cfn_language_extensions/sam_integration.py	612	Process a template for SAM CLI commands. This function is designed to be called from SAM CLI's template pr	STRING
HIGH	samcli/lib/cfn_language_extensions/resolvers/fn_join.py	43	Resolve the Fn::Join intrinsic function. This method extracts the delimiter and list from the Fn::Join	STRING
HIGH	…mcli/lib/cfn_language_extensions/resolvers/fn_split.py	42	Resolve the Fn::Split intrinsic function. This method extracts the delimiter and source string from th	STRING
HIGH	…cli/lib/cfn_language_extensions/resolvers/fn_select.py	44	Resolve the Fn::Select intrinsic function. This method extracts the index and list from the Fn::Select	STRING
HIGH	…cfn_language_extensions/resolvers/fn_to_json_string.py	41	Resolve the Fn::ToJsonString intrinsic function. This method extracts the arguments from the Fn::ToJso	STRING
HIGH	samcli/lib/cfn_language_extensions/resolvers/fn_sub.py	53	Resolve the Fn::Sub intrinsic function. This method handles both short form and long form Fn::Sub:	STRING
HIGH	samcli/lib/cfn_language_extensions/resolvers/fn_sub.py	83	Parse Fn::Sub arguments into template string and variable map. Args: args: The Fn::Sub arg	STRING
HIGH	samcli/lib/cfn_language_extensions/resolvers/fn_sub.py	119	Resolve intrinsic functions in variable map values. Args: variable_map: The variable map f	STRING
HIGH	…ib/cfn_language_extensions/resolvers/fn_find_in_map.py	53	Resolve the Fn::FindInMap intrinsic function. This method extracts the arguments from the Fn::FindInMa	STRING
HIGH	samcli/lib/cfn_language_extensions/resolvers/fn_ref.py	33	Resolve the Ref intrinsic function. This method extracts the reference target from the Ref function an	STRING
HIGH	…fn_language_extensions/resolvers/condition_resolver.py	66	Resolve the condition intrinsic function. This method dispatches to the appropriate handler based on t	STRING
HIGH	…fn_language_extensions/resolvers/condition_resolver.py	100	Resolve Fn::Equals intrinsic function. Fn::Equals compares two values and returns true if they are equ	STRING
HIGH	…fn_language_extensions/resolvers/condition_resolver.py	165	Resolve Fn::And intrinsic function. Fn::And returns true if all conditions are true. It accepts 2-10 c	STRING
HIGH	…fn_language_extensions/resolvers/condition_resolver.py	196	Resolve Fn::Or intrinsic function. Fn::Or returns true if any condition is true. It accepts 2-10 condi	STRING
HIGH	…fn_language_extensions/resolvers/condition_resolver.py	227	Resolve Fn::Not intrinsic function. Fn::Not returns the inverse of a condition. Args:	STRING
HIGH	…fn_language_extensions/resolvers/condition_resolver.py	290	Resolve a Condition reference. The Condition intrinsic function references a named condition from	STRING
HIGH	samcli/lib/cfn_language_extensions/resolvers/fn_if.py	46	Resolve the Fn::If intrinsic function. This method extracts the condition name and two value branches	STRING
HIGH	samcli/lib/cfn_language_extensions/resolvers/fn_if.py	110	Evaluate a condition by name. This method looks up the condition in the resolved_conditions cache	STRING
HIGH	…cli/lib/cfn_language_extensions/resolvers/fn_base64.py	38	Resolve the Fn::Base64 intrinsic function. This method extracts the arguments from the Fn::Base64 func	STRING
HIGH	…cli/lib/cfn_language_extensions/resolvers/fn_length.py	36	Resolve the Fn::Length intrinsic function. This method extracts the arguments from the Fn::Length func	STRING
HIGH	samcli/lib/cfn_language_extensions/resolvers/base.py	127	Resolve the intrinsic function and return the result. This method must be implemented by subclasses to	STRING
HIGH	…/cfn_language_extensions/processors/resource_policy.py	67	Resolve and validate a policy value. Args: logical_id: The logical ID of the resource.	STRING
HIGH	…/cfn_language_extensions/processors/resource_policy.py	95	Resolve an intrinsic function in a policy value. Args: logical_id: The logical ID of the r	STRING
HIGH	…mcli/lib/cfn_language_extensions/processors/foreach.py	197	Process a template section (or nested dict) for Fn::ForEach constructs. This method iterates through t	STRING
HIGH	…mcli/lib/cfn_language_extensions/processors/foreach.py	306	Validate a Fn::ForEach construct. The ForEach value must be a list with exactly 3 elements: 1.	STRING
HIGH	…mcli/lib/cfn_language_extensions/processors/foreach.py	547	Resolve a collection that may contain intrinsic functions. If the collection is an intrinsic function	STRING
HIGH	samcli/commands/pipeline/init/interactive_init_flow.py	381	parse and return the manifest yaml file located in the root directory of the SAM pipeline templates folder: Pa	STRING
HIGH	samcli/commands/pipeline/init/interactive_init_flow.py	502	A pipeline template defines its own interactive flow (questionnaire) in a JSON file named questions.json located	STRING

Excessive Try-Catch Wrapping158 hits · 164 pts

Severity	File	Line	Snippet	Context
LOW⚡	tests/testing_utils.py	77	except Exception:	CODE
LOW⚡	tests/testing_utils.py	82	except Exception:	CODE
LOW⚡	tests/testing_utils.py	87	except Exception:	CODE
LOW⚡	tests/testing_utils.py	91	except Exception:	CODE
LOW	tests/testing_utils.py	280	except Exception as ex:	CODE
MEDIUM	tests/testing_utils.py	271	def _read_output():	CODE
LOW	tests/reset_testing_resources.py	77	except Exception as e:	CODE
LOW	tests/setup_testing_resources.py	168	except Exception:	CODE
LOW	tests/setup_testing_resources.py	172	except Exception as e:	CODE
MEDIUM	tests/unit/local/docker/test_container.py	1657	def make_request(event_data):	CODE
LOW	tests/unit/local/docker/test_container.py	1663	except Exception as e:	CODE
LOW⚡	…ib/shared_test_events/test_lambda_shared_test_event.py	500	except Exception as e:	CODE
LOW⚡	…ib/shared_test_events/test_lambda_shared_test_event.py	511	except Exception as e:	CODE
LOW⚡	tests/unit/lib/utils/test_git_repo.py	172	except Exception:	CODE
LOW⚡	tests/unit/lib/utils/test_git_repo.py	189	except Exception:	CODE
LOW⚡	tests/unit/lib/utils/test_git_repo.py	203	except Exception:	CODE
LOW⚡	…t/lib/cfn_language_extensions/test_phase_separation.py	631	except Exception:	CODE
LOW	…t/lib/cfn_language_extensions/test_phase_separation.py	568	except Exception:	CODE
LOW	tests/unit/lib/build_module/test_utils.py	275	except Exception as e:	CODE
LOW	tests/unit/commands/test_exceptions.py	15	except Exception as e:	CODE
LOW	…t/commands/validate/lib/test_sam_template_validator.py	334	except Exception:	CODE
LOW	…t/commands/validate/lib/test_sam_template_validator.py	352	except Exception:	CODE
LOW	…unit/commands/local/cli_common/test_durable_context.py	59	except Exception:	CODE
LOW	tests/end_to_end/test_stages.py	68	except Exception:	CODE
LOW	tests/integration/local/invoke/test_integrations_cli.py	817	except Exception:	CODE
LOW	tests/integration/local/invoke/test_invoke_dns.py	73	except Exception as e:	CODE
LOW	…tion/local/start_lambda/start_lambda_api_integ_base.py	203	except Exception:	CODE
LOW	…tion/local/start_lambda/start_lambda_api_integ_base.py	226	except Exception as ex:	CODE
LOW⚡	…ts/integration/local/start_lambda/test_start_lambda.py	424	except Exception:	CODE
LOW⚡	…ts/integration/local/start_lambda/test_start_lambda.py	429	except Exception:	CODE
LOW	…ntegration/local/start_lambda/test_start_lambda_dns.py	123	except Exception as e:	CODE
LOW	…ts/integration/local/start_api/start_api_integ_base.py	164	except Exception:	CODE
LOW	…ts/integration/local/start_api/start_api_integ_base.py	187	except Exception as ex:	CODE
LOW	tests/integration/local/start_api/test_start_api_dns.py	87	except Exception as e:	CODE
LOW⚡	tests/integration/local/start_api/test_start_api.py	2241	except Exception:	CODE
LOW⚡	tests/integration/local/start_api/test_start_api.py	2246	except Exception:	CODE
LOW	tests/integration/local/start_api/test_start_api.py	2269	except Exception:	CODE
LOW	tests/integration/local/start_api/test_start_api.py	2277	except Exception:	CODE
LOW	tests/integration/sync/sync_integ_base.py	104	except Exception:	CODE
LOW	tests/integration/sync/sync_integ_base.py	122	except Exception:	CODE
LOW	tests/integration/sync/sync_integ_base.py	137	except Exception:	CODE
LOW	tests/integration/sync/sync_integ_base.py	168	except Exception:	CODE
LOW	…tion/remote/test_event/remote_test_event_integ_base.py	39	except Exception as e:	CODE
LOW	…tion/remote/test_event/remote_test_event_integ_base.py	69	except Exception as e: # Ignore if it doesn't exist (it was correctly deleted during tests)	CODE
LOW	samcli/cli/cli_config_file.py	122	except Exception as ex:	CODE
LOW	samcli/local/apigw/local_apigw_service.py	712	except Exception as ex:	CODE
LOW	…i/local/docker/durable_functions_emulator_container.py	177	except Exception as e:	CODE
LOW	…i/local/docker/durable_functions_emulator_container.py	224	except Exception as e:	CODE
LOW	…i/local/docker/durable_functions_emulator_container.py	319	except Exception as e:	CODE
LOW	…i/local/docker/durable_functions_emulator_container.py	321	except Exception:	CODE
LOW	…i/local/docker/durable_functions_emulator_container.py	343	except Exception as e:	CODE
LOW	…i/local/docker/durable_functions_emulator_container.py	355	except Exception:	CODE
LOW	…i/local/docker/durable_functions_emulator_container.py	363	except Exception as e:	CODE
LOW	…i/local/docker/durable_functions_emulator_container.py	387	except Exception as e:	CODE
LOW	…i/local/docker/durable_functions_emulator_container.py	410	except Exception as e:	CODE
LOW	…i/local/docker/durable_functions_emulator_container.py	420	except Exception:	CODE
LOW	samcli/local/docker/lambda_image.py	301	except Exception:	CODE
LOW	samcli/local/docker/container_client.py	301	except Exception as e:	CODE
LOW	samcli/local/docker/container_client.py	310	except Exception as e:	CODE
LOW	samcli/local/docker/container_client.py	528	except Exception as e:	CODE
98 more matches not shown…

Hallucination Indicators15 hits · 160 pts

Severity	File	Line	Snippet	Context
CRITICAL	tests/unit/lib/delete/test_cfn_utils.py	136	self.cf_utils._client.get_waiter.return_value.wait.assert_called_with(	CODE
CRITICAL	tests/unit/lib/schemas/test_schemas_api_caller.py	45	self.client.get_paginator.return_value.paginate.assert_called_once_with(	CODE
CRITICAL	tests/unit/lib/schemas/test_schemas_api_caller.py	71	self.client.get_paginator.return_value.paginate.assert_called_once_with(	CODE
CRITICAL	tests/unit/lib/schemas/test_schemas_api_caller.py	124	self.client.get_paginator.return_value.paginate.assert_called_once_with(	CODE
CRITICAL	tests/unit/lib/schemas/test_schemas_api_caller.py	162	self.client.get_paginator.return_value.paginate.assert_called_once_with(	CODE
CRITICAL	tests/unit/lib/schemas/test_schemas_api_caller.py	379	self.client.get_paginator.return_value.paginate.assert_called_once_with(	CODE
CRITICAL	tests/unit/lib/sync/flows/test_layer_sync_flow.py	122	self.layer_sync_flow._get_lock_chain.return_value.__enter__.assert_not_called()	CODE
CRITICAL	tests/unit/lib/sync/flows/test_layer_sync_flow.py	123	self.layer_sync_flow._get_lock_chain.return_value.__exit__.assert_not_called()	CODE
CRITICAL	tests/unit/lib/sync/flows/test_layer_sync_flow.py	141	self.layer_sync_flow._get_lock_chain.return_value.__enter__.assert_called_once()	CODE
CRITICAL	tests/unit/lib/sync/flows/test_layer_sync_flow.py	142	self.layer_sync_flow._get_lock_chain.return_value.__exit__.assert_called_once()	CODE
CRITICAL⚡	tests/unit/lib/sync/flows/test_layer_sync_flow.py	424	self.function_layer_sync._get_lock_chain.return_value.__enter__.assert_called_once()	CODE
CRITICAL⚡	tests/unit/lib/sync/flows/test_layer_sync_flow.py	429	self.function_layer_sync._get_lock_chain.return_value.__exit__.assert_called_once()	CODE
CRITICAL	tests/unit/lib/sync/flows/test_layer_sync_flow.py	453	self.function_layer_sync._get_lock_chain.return_value.__enter__.assert_not_called()	CODE
CRITICAL	tests/unit/lib/sync/flows/test_layer_sync_flow.py	456	self.function_layer_sync._get_lock_chain.return_value.__exit__.assert_not_called()	CODE
CRITICAL	…/commands/pipeline/init/test_initeractive_init_flow.py	356	templates_path = Path(__file__).parent.parent.parent.parent.parent.joinpath(	CODE

Self-Referential Comments49 hits · 158 pts

Severity	File	Line	Snippet	Context
MEDIUM	tests/install-rust.sh	66	# Create a zig wrapper so SAM CLI's cargo-lambda can find it	COMMENT
MEDIUM⚡	tests/unit/cli/test_cli_config_file.py	160	# Create a temporary directory.	COMMENT
MEDIUM⚡	tests/unit/cli/test_cli_config_file.py	162	# Create a new config file path that is one layer above the temporary directory.	COMMENT
MEDIUM⚡	tests/unit/cli/test_cli_config_file.py	190	# Create a temporary directory.	COMMENT
MEDIUM⚡	tests/unit/cli/test_cli_config_file.py	192	# Create a new config file path that is one layer above the temporary directory.	COMMENT
MEDIUM⚡	tests/unit/cli/test_cli_config_file.py	195	# Create a new pipe	COMMENT
MEDIUM	…nit/local/docker/test_lambda_image_concurrent_build.py	271	# Create a layer that is defined within template	COMMENT
MEDIUM⚡	tests/unit/local/docker/test_lambda_image_build_lock.py	55	# Create a fresh lock file	COMMENT
MEDIUM⚡	tests/unit/local/docker/test_lambda_image_build_lock.py	69	# Create a stale lock file	COMMENT
MEDIUM	tests/unit/local/docker/test_lambda_image_build_lock.py	164	# Create a stale lock file	COMMENT
MEDIUM	tests/unit/local/docker/test_lambda_image_build_lock.py	183	# Create a persistent lock file	COMMENT
MEDIUM	tests/unit/local/docker/test_container_client.py	776	# Create a mock client that doesn't inherit from docker.DockerClient	COMMENT
MEDIUM	tests/unit/local/docker/test_platform_config.py	467	# Create a concrete implementation that calls the abstract methods directly	COMMENT
MEDIUM	tests/unit/local/common/test_file_lock.py	99	# Create a lock file manually with old timestamp	COMMENT
MEDIUM	tests/unit/lib/samlib/test_wrapper.py	465	# Create a deep copy of the original template to compare later	COMMENT
MEDIUM	tests/unit/lib/samlib/test_wrapper.py	513	# Create a deep copy of the original template to compare later	COMMENT
MEDIUM	tests/unit/lib/samlib/test_wrapper.py	565	# Create a deep copy of the original template to compare later	COMMENT
MEDIUM	tests/unit/lib/samlib/test_wrapper.py	1132	# Create a deep copy of the original template to compare later	COMMENT
MEDIUM	…t/lib/cfn_language_extensions/test_phase_separation.py	614	# Create a minimal PackageContext	COMMENT
MEDIUM	…nit/lib/cfn_language_extensions/test_resolvers_base.py	332	# Create a subclass that doesn't override resolve	COMMENT
MEDIUM	…sts/unit/lib/cfn_language_extensions/test_fn_length.py	332	# Create a mock that returns an integer	COMMENT
MEDIUM⚡	tests/unit/lib/cfn_language_extensions/test_api.py	513	# Create an invalid JSON file	COMMENT
MEDIUM	tests/unit/lib/cfn_language_extensions/test_api.py	481	# Create a test JSON file	COMMENT
MEDIUM	tests/unit/lib/cfn_language_extensions/test_api.py	555	# Create a test YAML file	COMMENT
MEDIUM⚡	tests/unit/lib/cfn_language_extensions/test_api.py	587	# Create an invalid YAML file	STRING
MEDIUM	tests/unit/lib/build_module/test_app_builder.py	1571	# Create a mock WindowsPath object with the necessary attributes	COMMENT
MEDIUM	tests/unit/lib/build_module/test_app_builder.py	1678	# Create a new builder instance to trigger the exception during initialization	COMMENT
MEDIUM	tests/unit/lib/sync/flows/test_function_sync_flow.py	26	# Create a mock Lambda client that will be used across all tests	COMMENT
MEDIUM	tests/unit/lib/sync/flows/test_function_sync_flow.py	94	# Create a mock for the publish params	COMMENT
MEDIUM⚡	…t/commands/_utils/test_template_language_extensions.py	40	# Create a source directory	COMMENT
MEDIUM⚡	tests/unit/commands/_utils/test_template.py	604	# Create a fake image archive at the resolved relative path from CWD	COMMENT
MEDIUM⚡	tests/unit/commands/_utils/test_template.py	612	# Create the archive at the CWD-relative resolved path	COMMENT
MEDIUM	…/testdata/remote_invoke/template-kinesis-priority.yaml	6	# Define an AWS Kinesis Data Stream	COMMENT
MEDIUM	…estdata/remote_invoke/template-multiple-resources.yaml	107	# Define an AWS Kinesis Data Stream	COMMENT
MEDIUM	…ldcmd/test_build_terraform_applications_other_cases.py	306	# The following functions are defined using serverless tf module, and since Serverless TF has some issue	COMMENT
MEDIUM	…tion/local/start_lambda/start_lambda_api_integ_base.py	62	# Create the Docker client with automatic container selection	COMMENT
MEDIUM	samcli/local/layers/layer_downloader.py	127	# Create the layer directory with proper race condition handling	COMMENT
MEDIUM	samcli/local/lambdafn/zip.py	106	# Create a symbolic link pointing to source named link_name.	COMMENT
MEDIUM	samcli/local/common/file_lock.py	63	# Create a safe filename from the resource name	COMMENT
MEDIUM	samcli/lib/clients/lambda_client.py	53	# Create a fresh botocore session	COMMENT
MEDIUM	samcli/lib/clients/lambda_client.py	56	# Create the boto3 client using the fresh session	COMMENT
MEDIUM	samcli/lib/pipeline/bootstrap/stage.py	213	# Create an IPV4 socket and use TLS for the SSL connection	COMMENT
MEDIUM	samcli/lib/providers/provider.py	576	# The following code is based on the following spec:	COMMENT
MEDIUM	samcli/lib/cookiecutter/question.py	1	"""This module represents the questions to ask to the user to fulfill the cookiecutter context."""	STRING
MEDIUM	samcli/lib/utils/path_observer.py	56	"""This class is used to alter the behavior of watchdog folder watches.	STRING
MEDIUM	samcli/lib/cfn_language_extensions/api.py	663	# Create the intrinsic resolver	COMMENT
MEDIUM	samcli/lib/cfn_language_extensions/api.py	715	# Create the processing context	COMMENT
MEDIUM	samcli/lib/remote_invoke/lambda_invoke_executors.py	162	# Create a helpful message for the user	COMMENT
MEDIUM	samcli/lib/remote_invoke/sqs_invoke_executors.py	133	# Create an object with MD5OfMessageBody and MessageId fields, and write to stdout	COMMENT

Cross-Language Confusion29 hits · 155 pts

Severity	File	Line	Snippet	Context
HIGH⚡	tests/unit/local/apigw/test_event_constructor.py	48	'"c6af9ac6-7b61-11e6-9a41-93e8deadbeef", "path": "endpoint", "extendedRequestId": null, '	CODE
HIGH⚡	tests/unit/local/apigw/test_event_constructor.py	49	'"resourceId": "123456", "apiId": "1234567890", "stage": null, "resourcePath": "endpoint", '	CODE
HIGH⚡	tests/unit/local/apigw/test_event_constructor.py	50	'"identity": {"accountId": null, "apiKey": null, "userArn": null, '	CODE
HIGH⚡	tests/unit/local/apigw/test_event_constructor.py	51	'"cognitoAuthenticationProvider": null, "cognitoIdentityPoolId": null, "userAgent": '	CODE
HIGH⚡	tests/unit/local/apigw/test_event_constructor.py	52	'"Custom User Agent String", "caller": null, "cognitoAuthenticationType": null, "sourceIp": '	CODE
HIGH⚡	tests/unit/local/apigw/test_event_constructor.py	53	'"190.0.0.0", "user": null}, "accountId": "123456789012", "domainName": "190.0.0.1", '	CODE
HIGH⚡	tests/unit/local/apigw/test_event_constructor.py	58	'"stageVariables": null, "path": "path", "pathParameters": {"path": "params"}, '	CODE
HIGH	tests/unit/local/apigw/test_event_constructor.py	245	"stageVariables": null,	CODE
HIGH⚡	tests/unit/local/apigw/test_local_apigw_service.py	1976	lambda_output = '{"statusCode": 0, "headers": null, "body": null, ' '"isBase64Encoded": null}'	CODE
HIGH	tests/unit/local/apigw/test_local_apigw_service.py	93	self.ctx.push()	CODE
HIGH	tests/unit/local/apigw/test_local_apigw_service.py	1740	lambda_output = '{"statusCode": 0, "headers": null, "body": null, ' '"isBase64Encoded": null}'	CODE
HIGH	tests/unit/local/docker/test_lambda_image.py	499	expected_docker_file = "FROM python\nADD aws-lambda-rie-x86_64 /var/rapid/\nRUN mv /var/rapid/aws-lambda-rie-x86	CODE
HIGH	tests/unit/local/docker/test_lambda_image.py	511	expected_docker_file = "FROM python\nADD aws-lambda-rie-arm64 /var/rapid/\nRUN mv /var/rapid/aws-lambda-rie-arm6	CODE
HIGH	tests/unit/lib/pipeline/bootstrap/test_environment.py	126	# although all of the resources got fulfilled, `did_user_provide_all_required_resources` should return false	COMMENT
HIGH	tests/unit/lib/cfn_language_extensions/test_parsing.py	209	"""When multiple resources are null, report the first one found."""	STRING
HIGH	tests/unit/lib/cfn_language_extensions/test_parsing.py	228	"""When multiple outputs are null, report the first one found."""	STRING
HIGH⚡	tests/unit/lib/package/test_artifact_exporter.py	2205	"index.js", "exports handler = (event, context, callback) => {callback(null, event);}"	CODE
HIGH	tests/unit/lib/package/test_artifact_exporter.py	2245	"index.js", "exports handler = (event, context, callback) => {callback(null, event);}"	CODE
HIGH	tests/unit/lib/package/test_artifact_exporter.py	2291	"index.js", "exports handler = (event, context, callback) => {callback(null, event);}"	CODE
HIGH	tests/unit/lib/package/test_artifact_exporter.py	2324	"index.js", "exports handler = (event, context, callback) => {callback(null, event);}"	CODE
HIGH	…t/hook_packages/terraform/hooks/prepare/test_enrich.py	997	"[null]",	CODE
HIGH	tests/unit/commands/buildcmd/core/test_command.py	50	("$ sam build && sam local invoke\x1b[0m", ""),	CODE
HIGH	tests/unit/commands/buildcmd/core/test_command.py	52	"Build sam project and deploy": [("$ sam build && sam deploy\x1b[0m", "")],	CODE
HIGH	tests/integration/local/invoke/invoke_cdk_templates.py	204	'pip install -r requirements.txt -t /asset-output && cp -au . /asset-output'	STRING
HIGH	samcli/local/docker/lambda_image.py	530	+ f"RUN mv {rie_path}{rie_name} {rie_path}aws-lambda-rie && chmod +x {rie_path}aws-lambda-rie\n"	CODE
HIGH	samcli/lib/providers/cfn_api_provider.py	655	parse the route key, and return the methods && path.	STRING
HIGH	…mcli/lib/cfn_language_extensions/processors/parsing.py	56	The validation step will check if Resources is null/missing.	STRING
HIGH	samcli/lib/iac/plugins_interfaces.py	2	Provide IAC Plugins Interface && Project representation	STRING
HIGH	samcli/lib/package/ecr_uploader.py	118	push_logs = self.docker_client.api.push(	CODE

Deep Nesting136 hits · 124 pts

Severity	File	Line	Context
LOW	tests/unit/local/docker/test_lambda_image_additional.py	130	CODE
LOW	tests/unit/local/docker/test_lambda_image_additional.py	163	CODE
LOW	tests/unit/local/docker/test_lambda_image_additional.py	195	CODE
LOW	tests/unit/local/docker/test_lambda_image_additional.py	226	CODE
LOW	tests/unit/local/docker/test_lambda_image_additional.py	255	CODE
LOW	tests/unit/local/docker/test_lambda_image_additional.py	285	CODE
LOW	tests/unit/local/docker/test_lambda_image_additional.py	310	CODE
LOW	tests/unit/local/lambdafn/test_zip.py	55	CODE
LOW	tests/unit/local/lambdafn/test_zip.py	153	CODE
LOW	tests/unit/lib/utils/test_subprocess_env.py	141	CODE
LOW	tests/unit/lib/utils/test_subprocess_env.py	161	CODE
LOW	…_extensions/compatibility/test_kotlin_compatibility.py	78	CODE
LOW	tests/unit/lib/package/test_artifact_exporter.py	2202	CODE
LOW	tests/unit/lib/package/test_artifact_exporter.py	2321	CODE
LOW	tests/integration/durable_integ_base.py	75	CODE
LOW	tests/integration/durable_integ_base.py	175	CODE
LOW	tests/integration/deploy/deploy_integ_base.py	98	CODE
LOW	tests/integration/local/invoke/test_integrations_cli.py	802	CODE
LOW	tests/integration/local/invoke/test_invoke_dns.py	26	CODE
LOW	…tion/local/start_lambda/start_lambda_api_integ_base.py	207	CODE
LOW	…ts/integration/local/start_lambda/test_start_lambda.py	408	CODE
LOW	…ts/integration/local/start_lambda/test_start_lambda.py	432	CODE
LOW	…ntegration/local/start_lambda/test_start_lambda_dns.py	78	CODE
LOW	…ts/integration/local/start_api/start_api_integ_base.py	168	CODE
LOW	tests/integration/local/start_api/test_start_api_dns.py	44	CODE
LOW	tests/integration/local/start_api/test_start_api.py	2225	CODE
LOW	tests/integration/local/start_api/test_start_api.py	2249	CODE
LOW	tests/integration/logs/test_logs_command.py	203	CODE
LOW	tests/integration/sync/sync_integ_base.py	73	CODE
LOW	tests/integration/sync/sync_integ_base.py	143	CODE
LOW	samcli/cli/types.py	127	CODE
LOW	samcli/cli/cli_config_file.py	129	CODE
LOW	samcli/cli/main.py	66	CODE
LOW	samcli/cli/main.py	81	CODE
LOW	samcli/local/docker/lambda_image.py	174	CODE
LOW	samcli/local/docker/lambda_image.py	383	CODE
LOW	samcli/local/docker/lambda_image.py	544	CODE
LOW	samcli/local/docker/container_client.py	588	CODE
LOW	samcli/local/docker/container_client.py	664	CODE
LOW	samcli/local/docker/container_client.py	704	CODE
LOW	samcli/local/docker/container_client.py	763	CODE
LOW	samcli/local/docker/durable_lambda_container.py	150	CODE
LOW	samcli/local/docker/manager.py	46	CODE
LOW	samcli/local/lambdafn/env_vars.py	220	CODE
LOW	samcli/local/lambdafn/zip.py	112	CODE
LOW	samcli/local/lambdafn/remote_files.py	18	CODE
LOW	samcli/local/common/file_lock.py	185	CODE
LOW	samcli/local/common/file_lock.py	119	CODE
LOW	samcli/lib/init/__init__.py	31	CODE
LOW	samcli/lib/pipeline/bootstrap/stage.py	164	CODE
LOW	samcli/lib/generated_sample_events/events.py	155	CODE
LOW	samcli/lib/deploy/deployer.py	451	CODE
LOW	samcli/lib/providers/provider.py	866	CODE
LOW	samcli/lib/providers/api_collector.py	79	CODE
LOW	samcli/lib/providers/sam_layer_provider.py	77	CODE
LOW	samcli/lib/providers/sam_function_provider.py	206	CODE
LOW	samcli/lib/providers/sam_function_provider.py	828	CODE
LOW	samcli/lib/cookiecutter/question.py	146	CODE
LOW	samcli/lib/cookiecutter/interactive_flow_creator.py	74	CODE
LOW	samcli/lib/utils/durable_callback_handler.py	30	CODE
76 more matches not shown…

Redundant / Tautological Comments73 hits · 116 pts

Severity	File	Line	Snippet	Context
LOW	tests/testing_utils.py	46	# Check if required environment variables are available	COMMENT
LOW	tests/unit/local/lambdafn/test_runtime.py	982	# Verify if Lambda Event data is set	COMMENT
LOW	…b/remote_invoke/test_remote_invoke_executor_factory.py	116	# Check if durable function qualifier mapper is added	COMMENT
LOW⚡	tests/unit/lib/package/test_artifact_exporter.py	2194	# Set parent_dir to be a non-existent folder	COMMENT
LOW⚡	tests/unit/lib/package/test_artifact_exporter.py	2197	# Set parent_dir to be a real folder, but just a relative path	COMMENT
LOW	tests/unit/commands/deploy/test_guided_context.py	380	# Set ImageUri to be None, the sam app was never built.	COMMENT
LOW	tests/unit/commands/deploy/test_guided_context.py	462	# Set ImageUri to be None, the sam app was never built.	COMMENT
LOW	tests/unit/commands/deploy/test_guided_context.py	545	# Set ImageUri to be None, the sam app was never built.	COMMENT
LOW	tests/unit/commands/local/start_lambda/test_cli.py	111	# Set no_watch to True	COMMENT
LOW	tests/unit/commands/local/start_api/test_cli.py	130	# Set no_watch to True	COMMENT
LOW	tests/integration/deploy/test_deploy_command.py	1544	# Check if the stack is deleted from CloudFormation	COMMENT
LOW	tests/integration/deploy/test_deploy_command.py	1602	# Check if the stack rolled back successfully	COMMENT
LOW	tests/integration/deploy/test_deploy_command.py	1655	# Check if the stack is deleted from CloudFormation	COMMENT
LOW⚡	tests/integration/buildcmd/build_integ_base.py	48	# Check if any parameter contains "container" in its string representation	COMMENT
LOW⚡	tests/integration/buildcmd/build_integ_base.py	54	# Check if this might be a use_container parameter by position	COMMENT
LOW	tests/integration/local/invoke/invoke_integ_base.py	118	# Close file handles to prevent resource warnings	COMMENT
LOW	tests/integration/package/test_package_command_image.py	315	# Check if it's the known Finch "overlayfs:" issue	COMMENT
LOW	samcli/cli/global_config.py	101	# Set dir to the one specified in _DIR_INJECTION_ENV_VAR environmental variable	COMMENT
LOW	samcli/cli/lazy_group.py	26	# Set context_settings to use our custom formatter	COMMENT
LOW	samcli/local/docker/lambda_image.py	248	# Check if the base image is up-to-date locally and modify build/pull parameters accordingly	COMMENT
LOW⚡	samcli/local/docker/container_client.py	684	# Check if container image matches our expected image	COMMENT
LOW⚡	samcli/local/docker/container_client.py	687	# Check if any of the image tags contain our image name	COMMENT
LOW	samcli/local/docker/container_client.py	755	# Check if this is a Finch-specific error that we can work around	COMMENT
LOW	samcli/local/docker/container.py	442	# Check if tmp dir exists when mount_with_write is enabled	COMMENT
LOW	samcli/local/docker/container.py	469	# Check if we're in debug mode	COMMENT
LOW	samcli/local/docker/lambda_container.py	127	# Set AWS_LAMBDA_FUNCTION_HANDLER to be based of the command for Image based Packagetypes.	COMMENT
LOW	samcli/local/lambdafn/runtime.py	144	# Check if this is a durable function and create appropriate container type	COMMENT
LOW	samcli/local/lambdafn/runtime.py	615	# Check if we need to reload the container	COMMENT
LOW	samcli/local/lambdafn/runtime.py	817	# Check if function configuration has changed	COMMENT
LOW	samcli/local/lambdafn/runtime.py	821	# Check if debug context has changed	COMMENT
LOW	samcli/local/common/file_lock.py	79	# Check if lock file exists and is still valid	COMMENT
LOW	samcli/local/common/file_lock.py	92	# Set status to in progress	COMMENT
LOW	samcli/local/common/file_lock.py	131	# Check if lock file is gone (operation completed)	COMMENT
LOW	samcli/local/common/file_lock.py	141	# Check if lock is stale	COMMENT
LOW	samcli/lib/samlib/resource_metadata_normalizer.py	284	# Check if the Resource is nested Stack	COMMENT
LOW	samcli/lib/utils/durable_callback_handler.py	84	# Check if execution already completed before prompting	COMMENT
LOW	samcli/lib/utils/system_info.py	63	# Check if we're using Finch by looking at the runtime type	COMMENT
LOW	samcli/lib/utils/managed_cloudformation_stack.py	211	# Check if stack information contains the Tags and Outputs as we expected	COMMENT
LOW	samcli/lib/utils/name_utils.py	90	# Check if it's a Lambda ARN with function resource type	COMMENT
LOW	samcli/lib/utils/name_utils.py	118	# Check if it matches the partial ARN pattern: account-id:function:function-name[:version]	COMMENT
LOW	samcli/lib/utils/durable_formatters.py	264	# Check if any event has an error	COMMENT
LOW	…mcli/lib/cli_validation/image_repository_validation.py	53	# Check if `--image-repository`, `--image-repositories`, or `--resolve-image-repos` are required by	COMMENT
LOW	samcli/lib/cfn_language_extensions/api.py	197	# Check if condition is false	COMMENT
LOW	samcli/lib/cfn_language_extensions/api.py	325	# Check if any of the first 3 args are AWS::NoValue	COMMENT
LOW	samcli/lib/cfn_language_extensions/api.py	382	# Check if condition exists	COMMENT
LOW	samcli/lib/cfn_language_extensions/api.py	507	# Check if this is an intrinsic function - if so, preserve AWS::NoValue in args	COMMENT
LOW	samcli/lib/cfn_language_extensions/api.py	527	# Check if value is {"Ref": "AWS::NoValue"} or None	COMMENT
LOW	samcli/lib/cfn_language_extensions/sam_integration.py	407	# Check if collection is a parameter reference	COMMENT
LOW	…mcli/lib/cfn_language_extensions/resolvers/fn_split.py	88	# Check if it's an intrinsic function (single key starting with Fn:: or Ref)	COMMENT
LOW	samcli/lib/cfn_language_extensions/resolvers/fn_sub.py	204	# Check if it's a resource attribute reference (contains a dot)	COMMENT
LOW	samcli/lib/cfn_language_extensions/resolvers/fn_sub.py	207	# Check if it's in the variable map first	COMMENT
LOW⚡	…ib/cfn_language_extensions/resolvers/fn_find_in_map.py	137	# Check if map exists	COMMENT
LOW⚡	…ib/cfn_language_extensions/resolvers/fn_find_in_map.py	145	# Check if top-level key exists	COMMENT
LOW⚡	…ib/cfn_language_extensions/resolvers/fn_find_in_map.py	153	# Check if second-level key exists	COMMENT
LOW	samcli/lib/cfn_language_extensions/resolvers/fn_ref.py	75	# Check if it's a pseudo-parameter without a provided value	COMMENT
LOW	samcli/lib/cfn_language_extensions/resolvers/fn_ref.py	134	# Check if this parameter is a List type	COMMENT
LOW	…fn_language_extensions/resolvers/condition_resolver.py	155	# Check if it's an intrinsic function (single key starting with Fn:: or Ref or Condition)	COMMENT
LOW	…fn_language_extensions/resolvers/condition_resolver.py	317	# Check if condition is already resolved in context	COMMENT
LOW	samcli/lib/cfn_language_extensions/resolvers/fn_if.py	131	# Check if condition is already resolved in context	COMMENT
LOW	samcli/lib/cfn_language_extensions/resolvers/base.py	406	# Check if this function is in the preserve list	COMMENT
13 more matches not shown…

AI Structural Patterns39 hits · 38 pts

Severity	File	Line	Context
LOW	tests/unit/lib/build_module/test_build_graph.py	43	CODE
LOW	tests/unit/commands/buildcmd/test_build_context.py	45	CODE
LOW	tests/integration/pipeline/base.py	111	CODE
LOW	tests/integration/delete/delete_integ_base.py	13	CODE
LOW	tests/integration/deploy/deploy_integ_base.py	111	CODE
LOW	tests/integration/buildcmd/build_integ_base.py	91	CODE
LOW	tests/integration/local/invoke/invoke_integ_base.py	33	CODE
LOW	…tion/local/start_lambda/start_lambda_api_integ_base.py	100	CODE
LOW	…ntegration/local/start_lambda/test_start_lambda_dns.py	26	CODE
LOW	tests/integration/logs/logs_integ_base.py	18	CODE
LOW	tests/integration/sync/sync_integ_base.py	218	CODE
LOW	tests/integration/package/package_integ_base.py	88	CODE
LOW	…/integration/remote/invoke/remote_invoke_integ_base.py	100	CODE
LOW	tests/regression/deploy/regression_deploy_base.py	26	CODE
LOW	tests/regression/package/regression_package_base.py	51	CODE
LOW	samcli/local/apigw/route.py	18	CODE
LOW	samcli/local/docker/lambda_build_container.py	41	CODE
LOW	samcli/local/docker/container.py	81	CODE
LOW	samcli/local/docker/lambda_container.py	40	CODE
LOW	samcli/local/lambdafn/runtime.py	235	CODE
LOW	samcli/local/lambdafn/env_vars.py	44	CODE
LOW	samcli/local/events/api_event.py	12	CODE
LOW	samcli/local/events/api_event.py	73	CODE
LOW	samcli/local/events/api_event.py	161	CODE
LOW	samcli/local/events/api_event.py	302	CODE
LOW	samcli/local/events/api_event.py	374	CODE
LOW	samcli/lib/init/__init__.py	31	CODE
LOW	samcli/lib/pipeline/bootstrap/stage.py	118	CODE
LOW	samcli/lib/providers/sam_stack_provider.py	212	CODE
LOW	samcli/lib/iac/plugins_interfaces.py	122	CODE
LOW	samcli/lib/iac/plugins_interfaces.py	187	CODE
LOW	samcli/lib/iac/plugins_interfaces.py	543	CODE
LOW	samcli/lib/list/data_to_json_mapper.py	14	CODE
LOW	samcli/lib/hook/hook_wrapper.py	44	CODE
LOW	samcli/lib/package/artifact_exporter.py	471	CODE
LOW	samcli/commands/pipeline/bootstrap/guided_context.py	48	CODE
LOW	samcli/commands/deploy/guided_context.py	44	CODE
LOW	samcli/commands/local/lib/local_lambda.py	55	CODE
LOW	samcli/commands/local/cli_common/invoke_context.py	78	CODE

Modern Structural Boilerplate37 hits · 38 pts

Severity	File	Line	Snippet	Context
LOW	samcli/cli/command.py	16	logger = logging.getLogger(__name__)	CODE
LOW	samcli/cli/global_config.py	263	def set_value(self, config_entry: ConfigEntry, value: Any, is_flag: bool = False, flush: bool = True) -> None:	CODE
LOW	samcli/cli/global_config.py	283	def _set_value(self, config_entry: ConfigEntry, value: Any, is_flag: bool, flush: bool) -> None:	CODE
LOW⚡	samcli/cli/global_config.py	435	def set_accelerate_opt_in_stack(self, template_file: str, stack_name: str) -> None:	CODE
LOW	samcli/local/docker/container_client_factory.py	208	def _set_context_preference(value: str) -> None:	CODE
LOW	…b/bootstrap/companion_stack/companion_stack_manager.py	94	def update_companion_stack(self) -> None:	CODE
LOW	samcli/lib/providers/api_collector.py	66	def set_default_authorizer(self, logical_id: str, authorizer_name: str) -> None:	CODE
LOW	samcli/lib/providers/sam_function_provider.py	1001	def _set_templates_changed(self, paths: List[str]) -> None:	CODE
LOW	samcli/lib/cookiecutter/question.py	143	def set_default_next_question_key(self, next_question_key: str) -> None:	CODE
LOW	samcli/lib/utils/version_checker.py	99	def update_last_check_time() -> None:	CODE
LOW	samcli/lib/cfn_language_extensions/__init__.py	78	__all__ = [	CODE
LOW	…mcli/lib/cfn_language_extensions/resolvers/__init__.py	27	__all__ = [	CODE
LOW	…cli/lib/cfn_language_extensions/processors/__init__.py	14	__all__ = [	CODE
LOW	samcli/lib/telemetry/event.py	253	def _set_context_property(event_prop: str, context_prop: str) -> None:	CODE
LOW	samcli/lib/sync/sync_flow.py	110	def set_up(self) -> None:	CODE
LOW	samcli/lib/sync/sync_flow.py	146	def _update_local_hash(self) -> None:	CODE
LOW	samcli/lib/sync/watch_manager.py	117	def _update_stacks(self) -> None:	CODE
LOW	samcli/lib/sync/flows/http_api_sync_flow.py	58	def set_up(self) -> None:	CODE
LOW	samcli/lib/sync/flows/layer_sync_flow.py	83	def set_up(self) -> None:	CODE
LOW	samcli/lib/sync/flows/layer_sync_flow.py	226	def set_up(self) -> None:	CODE
LOW	samcli/lib/sync/flows/layer_sync_flow.py	378	def set_up(self) -> None:	CODE
LOW	…mcli/lib/sync/flows/auto_dependency_layer_sync_flow.py	72	def set_up(self) -> None:	CODE
LOW	samcli/lib/sync/flows/rest_api_sync_flow.py	63	def set_up(self) -> None:	CODE
LOW	samcli/lib/sync/flows/rest_api_sync_flow.py	78	def _update_api(self) -> None:	CODE
LOW	samcli/lib/sync/flows/alias_version_sync_flow.py	78	def set_up(self) -> None:	CODE
LOW	samcli/lib/sync/flows/zip_function_sync_flow.py	89	def set_up(self) -> None:	CODE
LOW	samcli/lib/sync/flows/stepfunctions_sync_flow.py	78	def set_up(self) -> None:	CODE
LOW	samcli/lib/sync/flows/function_sync_flow.py	117	def set_up(self) -> None:	CODE
LOW	samcli/lib/sync/flows/function_sync_flow.py	174	def update_function_with_lock(self, update_params: FunctionUpdateParams) -> None:	CODE
LOW	samcli/lib/package/language_extensions_packaging.py	133	def _set_prop_value(props: Dict[str, Any], prop_name: str, value: Any) -> None:	CODE
LOW	samcli/hook_packages/terraform/hooks/prepare/hook.py	142	def _update_resources_paths(cfn_resources: Dict[str, Any], terraform_application_dir: str) -> None:	CODE
LOW	samcli/commands/_utils/experimental.py	83	def set_experimental(config_entry: ExperimentalEntry = ExperimentalFlag.All, enabled: bool = True) -> None:	CODE
LOW	samcli/commands/pipeline/bootstrap/oidc_config.py	81	def update_values(self, bitbucket_repo_uuid: Optional[str]) -> None:	CODE
LOW	samcli/commands/sync/sync_context.py	48	def update_resource_sync_state(self, resource_id: str, hash_value: str) -> None:	CODE
LOW	samcli/commands/sync/sync_context.py	62	def update_infra_sync_time(self) -> None:	CODE
LOW	samcli/commands/sync/sync_context.py	241	def update_infra_sync_time(self) -> None:	CODE
LOW	samcli/commands/sync/sync_context.py	267	def update_resource_sync_state(self, resource_id: str, hash_value: str) -> None:	CODE

Verbosity Indicators15 hits · 28 pts

Severity	File	Line	Snippet	Context
LOW⚡	appveyor-ubuntu.yml	72	# Step 1: Stop Docker services for Finch	COMMENT
LOW⚡	appveyor-ubuntu.yml	80	# Step 2: Install Finch GPG key	COMMENT
LOW⚡	appveyor-ubuntu.yml	99	# Step 3: Add Finch repository and update apt	COMMENT
LOW⚡	appveyor-ubuntu.yml	105	# Step 4: Install Finch package	COMMENT
LOW⚡	appveyor-ubuntu.yml	114	# Step 5: Start Finch service	COMMENT
LOW⚡	appveyor-ubuntu.yml	136	# Step 6: Set Finch socket permissions for SAM CLI	COMMENT
LOW⚡	appveyor-ubuntu.yml	146	# Step 7: Wait for Finch to be ready and display info	COMMENT
LOW⚡	appveyor-ubuntu.yml	198	# Step 1: Initialize Docker runtime (no service changes needed)	COMMENT
LOW⚡	appveyor-ubuntu.yml	201	# Step 2: Check Docker daemon status	COMMENT
LOW⚡	appveyor-ubuntu.yml	211	# Step 3: Wait for Docker to be ready and display info	COMMENT
LOW	appveyor-ubuntu.yml	174	# Step 8: Setup BuildKit sockets for SAM CLI. Create symlink directories and set up sockets	COMMENT
LOW⚡	tests/unit/commands/package/test_package_context.py	4136	# Step 1: Detect dynamic properties	COMMENT
LOW⚡	tests/unit/commands/package/test_package_context.py	4140	# Step 2: Simulate exported resources	COMMENT
LOW⚡	tests/unit/commands/package/test_package_context.py	4152	# Step 3: Generate Mappings	COMMENT
LOW⚡	tests/unit/commands/package/test_package_context.py	4155	# Step 4: Apply Mappings to template	COMMENT

Structural Annotation Overuse15 hits · 28 pts

Severity	File	Line	Snippet	Context
LOW⚡	appveyor-ubuntu.yml	72	# Step 1: Stop Docker services for Finch	COMMENT
LOW⚡	appveyor-ubuntu.yml	80	# Step 2: Install Finch GPG key	COMMENT
LOW⚡	appveyor-ubuntu.yml	99	# Step 3: Add Finch repository and update apt	COMMENT
LOW⚡	appveyor-ubuntu.yml	105	# Step 4: Install Finch package	COMMENT
LOW⚡	appveyor-ubuntu.yml	114	# Step 5: Start Finch service	COMMENT
LOW⚡	appveyor-ubuntu.yml	136	# Step 6: Set Finch socket permissions for SAM CLI	COMMENT
LOW⚡	appveyor-ubuntu.yml	146	# Step 7: Wait for Finch to be ready and display info	COMMENT
LOW⚡	appveyor-ubuntu.yml	198	# Step 1: Initialize Docker runtime (no service changes needed)	COMMENT
LOW⚡	appveyor-ubuntu.yml	201	# Step 2: Check Docker daemon status	COMMENT
LOW⚡	appveyor-ubuntu.yml	211	# Step 3: Wait for Docker to be ready and display info	COMMENT
LOW	appveyor-ubuntu.yml	174	# Step 8: Setup BuildKit sockets for SAM CLI. Create symlink directories and set up sockets	COMMENT
LOW⚡	tests/unit/commands/package/test_package_context.py	4136	# Step 1: Detect dynamic properties	COMMENT
LOW⚡	tests/unit/commands/package/test_package_context.py	4140	# Step 2: Simulate exported resources	COMMENT
LOW⚡	tests/unit/commands/package/test_package_context.py	4152	# Step 3: Generate Mappings	COMMENT
LOW⚡	tests/unit/commands/package/test_package_context.py	4155	# Step 4: Apply Mappings to template	COMMENT

Over-Commented Block27 hits · 24 pts

Severity	File	Line	Snippet	Context
LOW	tests/setup_wsl2_docker.sh	1	#!/bin/bash	COMMENT
LOW	tests/setup-wsl.sh	1	#!/bin/bash	COMMENT
LOW	tests/unit/test_yamlhelper.py	1	# Copyright 2014 Amazon.com, Inc. or its affiliates. All Rights Reserved.	COMMENT
LOW	tests/unit/commands/init/test_cli.py	921	schemas_api_caller_mock.return_value.download_source_code_binding.return_value = "result.zip"	COMMENT
LOW	tests/unit/commands/init/test_cli.py	1141	# WHEN the user follows interactive init prompts	COMMENT
LOW	tests/unit/commands/init/test_cli.py	1541	}	COMMENT
LOW	…/unit/commands/local/lib/test_sam_function_provider.py	41	},	COMMENT
LOW	…/unit/commands/local/lib/test_sam_function_provider.py	401	# function_id="SamFunctions",	COMMENT
LOW	…gration/init/schemas/test_init_with_schemas_command.py	121	# {use_case_pos}: Infrastructure event management - Use case (dynamic position)	COMMENT
LOW	…gration/init/schemas/test_init_with_schemas_command.py	221	# 1: AWS Quick Start Templates	COMMENT
LOW	…egration/testdata/start_api/cdk/template-rest-api.yaml	1	# Generated from:	COMMENT
LOW	requirements/reproducible-win.txt	1221	--hash=sha256:b4636472024c5e2b62278c5b759661efeb52a81851cde5f092f24100b1ecb443	COMMENT
LOW	requirements/reproducible-mac.txt	1201	# aws-sam-cli (pyproject.toml)	COMMENT
LOW	requirements/reproducible-linux.txt	1201	# aws-sam-cli (pyproject.toml)	COMMENT
LOW	.github/workflows/codeql.yml	1	# For most projects, this workflow file will not need changing; you simply need	COMMENT
LOW	samcli/yamlhelper.py	1	# Copyright 2012-2015 Amazon.com, Inc. or its affiliates. All Rights Reserved.	COMMENT
LOW	samcli/lib/samlib/resource_metadata_normalizer.py	101	{SAM_RESOURCE_ID_KEY: ResourceMetadataNormalizer.get_resource_id(resource, logical_id)},	COMMENT
LOW	…-ruby/{{cookiecutter.project_name}}/hello_world/app.rb	1	# require 'httparty'	COMMENT
LOW	samcli/lib/deploy/deployer.py	1	"""	COMMENT
LOW	samcli/lib/providers/provider.py	121	# Path to the code. This could be a S3 URI or local path or a dictionary of S3 Bucket, Key, Version	COMMENT
LOW	samcli/lib/package/artifact_exporter.py	1	"""	COMMENT
LOW	samcli/lib/package/s3_uploader.py	1	"""	COMMENT
LOW	…k_packages/terraform/copy_terraform_built_artifacts.py	21	# "root_module": {	COMMENT
LOW	…k_packages/terraform/hooks/prepare/resource_linking.py	201	"""	COMMENT
LOW	samcli/commands/deploy/deploy_context.py	1	"""	COMMENT
LOW	samcli/commands/local/lib/swagger/integration_uri.py	21	# Extract the precise Lambda Function ARN	COMMENT
LOW	samcli/commands/package/package_context.py	1	"""	COMMENT

AI Slop Vocabulary10 hits · 19 pts

Severity	File	Line	Snippet	Context
LOW	tests/unit/local/lambdafn/test_env_vars.py	171	# With no additional environment variables, resolve() should just return all AWS variables	COMMENT
LOW⚡	tests/unit/lib/telemetry/test_metric.py	226	# simply return the arguments to be able to examine & assert	COMMENT
LOW	tests/unit/lib/telemetry/test_event.py	150	# simply call this method in a new thread	COMMENT
LOW	…ib/models/explicit_api_with_invalid_events_config.yaml	5	# When a Function's Event contains a path that is "not" in the Swagger, the behavior would be just add Lambda::Permissio	COMMENT
MEDIUM	samcli/local/docker/lambda_container.py	218	# These options are required for delve to function properly inside a docker container on docker < 1.12	COMMENT
MEDIUM	samcli/lib/providers/sam_stack_provider.py	421	# absolute paths are not robust as relative paths. So here prefer to use relative path.	COMMENT
MEDIUM	samcli/lib/utils/file_observer.py	286	# specifically. This could be abstracted to potentially utilize a	COMMENT
LOW	samcli/lib/telemetry/telemetry.py	62	# Endpoint not configured. So simply return	COMMENT
LOW	samcli/commands/local/lib/local_lambda.py	457	# If we were unable to load credentials, then just return result. We will use the default	STRING
LOW	samcli/commands/local/lib/swagger/reader.py	135	# Inline Swagger, just return the contents which should already be a dictionary	COMMENT

Slop Phrases3 hits · 5 pts

Severity	File	Line	Snippet	Context
LOW	…templates/sar/api-lambda-update-dynamodb-template.yaml	24	Description: The URL of the API Gateway to which you send a PUT request with edited data to update an item in your D	CODE
LOW	…emplates/sar/api-lambda-get-one-dynamodb-template.yaml	21	Description: The URL of the API Gateway you invoke with a GET request to retrieve all of your items in the DynamoDB	CODE
MEDIUM	…ation/testdata/buildcmd/Rust/multi-binaries/Cargo.toml	6	# Starting in Rust 1.62 you can use `cargo add` to add dependencies	COMMENT

Fake / Example Data4 hits · 2 pts

Severity	File	Line	Snippet	Context
LOW	…local/lambda_service/test_local_lambda_http_service.py	1366	("placeholder", PLACEHOLDER_ARN),	CODE
LOW	…local/lambda_service/test_local_lambda_http_service.py	1387	("placeholder", PLACEHOLDER_ARN),	CODE
LOW	…local/lambda_service/test_local_lambda_http_service.py	1407	("placeholder", PLACEHOLDER_ARN),	CODE
LOW	tests/unit/lib/utils/test_hash.py	129	str_checksum("dummy-data")	CODE

Overly Generic Function Names1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	tests/unit/lib/hook/test_hook_wrapper.py	227	def my_method(params):	CODE

Analysis Overview

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Severity Breakdown

Directory Score Breakdown

Pattern Findings