awsdocs/aws-doc-sdk-examples

6.3

Adjusted Score

6.3

Raw Score

100%

Time Factor

2026-07-31

Last Push

10.4K

Stars

Java

Language

1.2M

Lines of Code

10.9K

Files

4.0K

Pattern Hits

2026-08-02

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 17HIGH 512MEDIUM 323LOW 3175

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 4027 distinct pattern matches across 21 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.

Cross-File Repetition468 hits · 2340 pts

Severity	File	Line	Snippet	Context
HIGH	rustv1/examples/glue/resources/flight_etl_job_script.py	0	this script is used by the aws glue _getting started with crawlers and jobs_ scenario to perform extract, transform, and	STRING
HIGH	python/example_code/glue/flight_etl_job_script.py	0	this script is used by the aws glue _getting started with crawlers and jobs_ scenario to perform extract, transform, and	STRING
HIGH	php/example_code/glue/flight_etl_job_script.py	0	this script is used by the aws glue _getting started with crawlers and jobs_ scenario to perform extract, transform, and	STRING
HIGH	cpp/example_code/glue/flight_etl_job_script.py	0	this script is used by the aws glue _getting started with crawlers and jobs_ scenario to perform extract, transform, and	STRING
HIGH	…ft/example_code/glue/scenario/flight_etl_job_script.py	0	this script is used by the aws glue _getting started with crawlers and jobs_ scenario to perform extract, transform, and	STRING
HIGH	ruby/example_code/glue/job_script.py	0	this script is used by the aws glue _getting started with crawlers and jobs_ scenario to perform extract, transform, and	STRING
HIGH	ruby/example_code/glue/spec/test_job_script.py	0	this script is used by the aws glue _getting started with crawlers and jobs_ scenario to perform extract, transform, and	STRING
HIGH	…_code/glue/src/main/resources/flight_etl_job_script.py	0	this script is used by the aws glue _getting started with crawlers and jobs_ scenario to perform extract, transform, and	STRING
HIGH	rustv1/examples/glue/resources/flight_etl_job_script.py	0	these custom arguments must be passed as arguments to the startjobrun request. --input_database the name of a metadata d	STRING
HIGH	python/example_code/glue/flight_etl_job_script.py	0	these custom arguments must be passed as arguments to the startjobrun request. --input_database the name of a metadata d	STRING
HIGH	php/example_code/glue/flight_etl_job_script.py	0	these custom arguments must be passed as arguments to the startjobrun request. --input_database the name of a metadata d	STRING
HIGH	cpp/example_code/glue/flight_etl_job_script.py	0	these custom arguments must be passed as arguments to the startjobrun request. --input_database the name of a metadata d	STRING
HIGH	…ft/example_code/glue/scenario/flight_etl_job_script.py	0	these custom arguments must be passed as arguments to the startjobrun request. --input_database the name of a metadata d	STRING
HIGH	ruby/example_code/glue/job_script.py	0	these custom arguments must be passed as arguments to the startjobrun request. --input_database the name of a metadata d	STRING
HIGH	ruby/example_code/glue/spec/test_job_script.py	0	these custom arguments must be passed as arguments to the startjobrun request. --input_database the name of a metadata d	STRING
HIGH	…_code/glue/src/main/resources/flight_etl_job_script.py	0	these custom arguments must be passed as arguments to the startjobrun request. --input_database the name of a metadata d	STRING
HIGH	python/test_tools/ses_stubber.py	0	a class that implements stub functions used by amazon kinesis unit tests. the stubbed functions expect certain parameter	STRING
HIGH	python/test_tools/acm_stubber.py	0	a class that implements stub functions used by amazon kinesis unit tests. the stubbed functions expect certain parameter	STRING
HIGH	python/test_tools/redshift_stubber.py	0	a class that implements stub functions used by amazon kinesis unit tests. the stubbed functions expect certain parameter	STRING
HIGH	python/test_tools/elbv2_stubber.py	0	a class that implements stub functions used by amazon kinesis unit tests. the stubbed functions expect certain parameter	STRING
HIGH	python/test_tools/cloudfront_stubber.py	0	a class that implements stub functions used by amazon kinesis unit tests. the stubbed functions expect certain parameter	STRING
HIGH	python/test_tools/kinesis_analytics_v2_stubber.py	0	a class that implements stub functions used by amazon kinesis unit tests. the stubbed functions expect certain parameter	STRING
HIGH	python/test_tools/config_stubber.py	0	a class that implements stub functions used by amazon kinesis unit tests. the stubbed functions expect certain parameter	STRING
HIGH	python/test_tools/glacier_stubber.py	0	a class that implements stub functions used by amazon kinesis unit tests. the stubbed functions expect certain parameter	STRING
HIGH	python/test_tools/cloudwatch_stubber.py	0	a class that implements stub functions used by amazon kinesis unit tests. the stubbed functions expect certain parameter	STRING
HIGH	python/test_tools/stepfunctions_stubber.py	0	a class that implements stub functions used by amazon kinesis unit tests. the stubbed functions expect certain parameter	STRING
HIGH	python/test_tools/rekognition_stubber.py	0	a class that implements stub functions used by amazon kinesis unit tests. the stubbed functions expect certain parameter	STRING
HIGH	python/test_tools/redshift_data_stubber.py	0	a class that implements stub functions used by amazon kinesis unit tests. the stubbed functions expect certain parameter	STRING
HIGH	python/test_tools/route53_stubber.py	0	a class that implements stub functions used by amazon kinesis unit tests. the stubbed functions expect certain parameter	STRING
HIGH	python/test_tools/comprehend_stubber.py	0	a class that implements stub functions used by amazon kinesis unit tests. the stubbed functions expect certain parameter	STRING
HIGH	python/test_tools/glue_stubber.py	0	a class that implements stub functions used by amazon kinesis unit tests. the stubbed functions expect certain parameter	STRING
HIGH	python/test_tools/cognito_idp_stubber.py	0	a class that implements stub functions used by amazon kinesis unit tests. the stubbed functions expect certain parameter	STRING
HIGH	python/test_tools/support_stubber.py	0	a class that implements stub functions used by amazon kinesis unit tests. the stubbed functions expect certain parameter	STRING
HIGH	python/test_tools/kinesis_stubber.py	0	a class that implements stub functions used by amazon kinesis unit tests. the stubbed functions expect certain parameter	STRING
HIGH	python/test_tools/ses_stubber.py	0	initializes the object with a specific client and configures it for stubbing or aws passthrough. :param controlcatalog_c	STRING
HIGH	python/test_tools/rekognition_stubber.py	0	initializes the object with a specific client and configures it for stubbing or aws passthrough. :param controlcatalog_c	STRING
HIGH	python/test_tools/ssm_stubber.py	0	initializes the object with a specific client and configures it for stubbing or aws passthrough. :param controlcatalog_c	STRING
HIGH	python/test_tools/pinpoint_email_stubber.py	0	initializes the object with a specific client and configures it for stubbing or aws passthrough. :param controlcatalog_c	STRING
HIGH	python/test_tools/cloudwatch_logs_stubber.py	0	initializes the object with a specific client and configures it for stubbing or aws passthrough. :param controlcatalog_c	STRING
HIGH	python/test_tools/dynamodb_stubber.py	0	initializes the object with a specific client and configures it for stubbing or aws passthrough. :param controlcatalog_c	STRING
HIGH	python/test_tools/acm_stubber.py	0	initializes the object with a specific client and configures it for stubbing or aws passthrough. :param controlcatalog_c	STRING
HIGH	python/test_tools/redshift_stubber.py	0	initializes the object with a specific client and configures it for stubbing or aws passthrough. :param controlcatalog_c	STRING
HIGH	python/test_tools/stepfunctions_stubber.py	0	initializes the object with a specific client and configures it for stubbing or aws passthrough. :param controlcatalog_c	STRING
HIGH	python/test_tools/redshift_data_stubber.py	0	initializes the object with a specific client and configures it for stubbing or aws passthrough. :param controlcatalog_c	STRING
HIGH	python/test_tools/textract_stubber.py	0	initializes the object with a specific client and configures it for stubbing or aws passthrough. :param controlcatalog_c	STRING
HIGH	python/test_tools/elbv2_stubber.py	0	initializes the object with a specific client and configures it for stubbing or aws passthrough. :param controlcatalog_c	STRING
HIGH	python/test_tools/cloudfront_stubber.py	0	initializes the object with a specific client and configures it for stubbing or aws passthrough. :param controlcatalog_c	STRING
HIGH	python/test_tools/kinesis_analytics_v2_stubber.py	0	initializes the object with a specific client and configures it for stubbing or aws passthrough. :param controlcatalog_c	STRING
HIGH	python/test_tools/apigateway_stubber.py	0	initializes the object with a specific client and configures it for stubbing or aws passthrough. :param controlcatalog_c	STRING
HIGH	python/test_tools/ec2_stubber.py	0	initializes the object with a specific client and configures it for stubbing or aws passthrough. :param controlcatalog_c	STRING
HIGH	python/test_tools/apigateway_v2_stubber.py	0	initializes the object with a specific client and configures it for stubbing or aws passthrough. :param controlcatalog_c	STRING
HIGH	python/test_tools/healthlake_stubber.py	0	initializes the object with a specific client and configures it for stubbing or aws passthrough. :param controlcatalog_c	STRING
HIGH	python/test_tools/pinpoint_sms_voice_stubber.py	0	initializes the object with a specific client and configures it for stubbing or aws passthrough. :param controlcatalog_c	STRING
HIGH	python/test_tools/ecr_stubber.py	0	initializes the object with a specific client and configures it for stubbing or aws passthrough. :param controlcatalog_c	STRING
HIGH	python/test_tools/secretsmanager_stubber.py	0	initializes the object with a specific client and configures it for stubbing or aws passthrough. :param controlcatalog_c	STRING
HIGH	python/test_tools/controltower_stubber.py	0	initializes the object with a specific client and configures it for stubbing or aws passthrough. :param controlcatalog_c	STRING
HIGH	python/test_tools/config_stubber.py	0	initializes the object with a specific client and configures it for stubbing or aws passthrough. :param controlcatalog_c	STRING
HIGH	python/test_tools/glacier_stubber.py	0	initializes the object with a specific client and configures it for stubbing or aws passthrough. :param controlcatalog_c	STRING
HIGH	python/test_tools/keyspaces_stubber.py	0	initializes the object with a specific client and configures it for stubbing or aws passthrough. :param controlcatalog_c	STRING
HIGH	python/test_tools/controlcatalog_stubber.py	0	initializes the object with a specific client and configures it for stubbing or aws passthrough. :param controlcatalog_c	STRING
408 more matches not shown…

Over-Commented Block924 hits · 921 pts

Severity	File	Line	Snippet	Context
LOW	dotnetv4/Bedrock-runtime/Actions/InvokeModelAsync.cs	81		COMMENT
LOW	dotnetv4/CloudWatch/Actions/CloudWatchWrapper.cs	21	/// <summary>	COMMENT
LOW	dotnetv4/CloudWatch/Actions/CloudWatchWrapper.cs	61	// snippet-start:[CloudWatch.dotnetv4.GetMetricStatistics]	COMMENT
LOW	dotnetv4/CloudWatch/Actions/CloudWatchWrapper.cs	221	metricFileName);	COMMENT
LOW	dotnetv4/CloudWatch/Actions/CloudWatchWrapper.cs	261	await foreach (var data in paginatedMetricData.MetricDataResults)	COMMENT
LOW	dotnetv4/S3/Actions/HelloS3.cs	1	// Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved.	COMMENT
LOW	…netv4/S3/Scenarios/S3_CreatePresignedPost/S3Wrapper.cs	1	// Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved.	COMMENT
LOW	dotnetv4/DynamoDB/Actions/DynamoDbWrapper.cs	21	/// Constructor for the DynamoDbWrapper class.	COMMENT
LOW	dotnetv4/DynamoDB/Actions/DynamoDbWrapper.cs	161	}	COMMENT
LOW	dotnetv4/DynamoDB/Actions/DynamoDbWrapper.cs	361	{	COMMENT
LOW	…4/DynamoDB/Scenarios/DynamoDB_Basics/DynamoDbBasics.cs	1	// Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved.	COMMENT
LOW	…4/DynamoDB/Scenarios/DynamoDB_Basics/DynamoDbBasics.cs	21	/// Query	COMMENT
LOW	dotnetv4/Aurora/Actions/AuroraWrapper.cs	281	}	COMMENT
LOW	…dWatchLogs/LargeQuery/Actions/CloudWatchLogsWrapper.cs	21	/// </summary>	COMMENT
LOW	dotnetv4/IoT/Actions/HelloIoT.cs	1	// Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved.	COMMENT
LOW	dotnetv4/IoT/Actions/IoTWrapper.cs	21		COMMENT
LOW	dotnetv4/IoT/Scenarios/IoTBasics.cs	101	/// Run the IoT Basics scenario.	COMMENT
LOW	dotnetv4/Redshift/Actions/RedshiftWrapper.cs	21	private readonly IAmazonRedshiftDataAPIService _redshiftDataClient;	COMMENT
LOW	dotnetv4/AutoScaling/Actions/AutoScalingWrapper.cs	21	/// </summary>	COMMENT
LOW	dotnetv4/EC2/Actions/EC2Wrapper.cs	61	}	COMMENT
LOW	dotnetv4/EC2/Actions/EC2Wrapper.cs	881	// snippet-end:[EC2.dotnetv4.WaitForInstanceState]	COMMENT
LOW	rustv1/cross_service/detect_labels/src/main.rs	201	};	COMMENT
LOW	rustv1/cross_service/telephone/src/main.rs	201	// snippet-end:[telephone.rust.main-convert_audio]	COMMENT
LOW	rustv1/cross_service/rest_ses/src/client.rs	41	/// let settings: rest_ses::configuration::RdsSettings = serde_json::from_str(CONFIG).unwrap();	COMMENT
LOW	rustv1/cross_service/rest_ses/src/work_item/mod.rs	61	/// The various WorkItem specific errors that can occur.	COMMENT
LOW	…tv1/cross_service/rest_ses/src/work_item/collection.rs	1	// Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved.	COMMENT
LOW	…mples/auto-scaling/src/bin/create-autoscaling-group.rs	41	println!("Created AutoScaling group");	COMMENT
LOW	…mples/auto-scaling/src/bin/update-autoscaling-group.rs	41	Ok(())	COMMENT
LOW	…mples/auto-scaling/src/bin/delete-autoscaling-group.rs	41	Ok(())	COMMENT
LOW	rustv1/examples/sdk-config/src/bin/timeouts.rs	1	// Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved.	COMMENT
LOW	rustv1/examples/sdk-config/src/bin/no_env.rs	81	{	COMMENT
LOW	rustv1/examples/kms/src/bin/encrypt.rs	61	}	COMMENT
LOW	rustv1/examples/kms/src/bin/reencrypt-data.rs	81	}	COMMENT
LOW	rustv1/examples/s3/src/bin/if-modified-since.rs	21	/// # Steps	COMMENT
LOW	rustv1/examples/s3/src/bin/if-modified-since.rs	101	// snippet-start:[s3.rust.if-modified-since.head_object2]	COMMENT
LOW	rustv1/examples/s3/src/bin/s3-helloworld.rs	21		COMMENT
LOW	rustv1/examples/s3/src/bin/s3-helloworld.rs	101	// Retrieve the just-uploaded object.	COMMENT
LOW	rustv1/examples/s3/src/bin/delete-bucket.rs	21	/// Whether to display additional information.	COMMENT
LOW	rustv1/examples/s3/src/bin/delete-object.rs	21	/// The object to delete.	COMMENT
LOW	rustv1/examples/s3/src/bin/select-object-content.rs	21	region: Option<String>,	COMMENT
LOW	rustv1/examples/s3/src/bin/create-bucket.rs	21	/// Whether to display additional information.	COMMENT
LOW	rustv1/examples/s3/src/bin/delete-objects.rs	21	/// The objects to delete.	COMMENT
LOW	rustv1/examples/s3/src/bin/get-object-presigned.rs	61	/// # Arguments	COMMENT
LOW	rustv1/examples/s3/src/bin/put-object-presigned.rs	61	/// Adds an object to a bucket and returns a public URI.	COMMENT
LOW	rustv1/examples/s3/src/bin/copy-object.rs	21	/// The name of the destination bucket.	COMMENT
LOW	rustv1/examples/s3/src/bin/s3-getting-started.rs	1	// Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved.	COMMENT
LOW	rustv1/examples/sns/src/bin/sns-hello-world.rs	61	/// Subscribes an email address and publishes a message to a topic.	COMMENT
LOW	rustv1/examples/config/src/bin/show-resource-history.rs	41	println!("item: {:?}", item);	COMMENT
LOW	rustv1/examples/config/src/bin/config-helloworld.rs	41		COMMENT
LOW	rustv1/examples/config/src/bin/enable-config.rs	141	Ok(())	COMMENT
LOW	rustv1/examples/sending-presigned-requests/src/main.rs	41		COMMENT
LOW	rustv1/examples/rdsdata/src/bin/rdsdata-helloworld.rs	61	/// It should look something like: __"SELECT * FROM pg_catalog.pg_tables limit 1"__.	COMMENT
LOW	rustv1/examples/sitewise/src/bin/list-assets.rs	81		COMMENT
LOW	rustv1/examples/sitewise/src/bin/list-portals.rs	61	// snippet-end:[sitewise.rust.list-portals]	COMMENT
LOW	rustv1/examples/dynamodb/src/bin/list10-tables.rs	1	// Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved.	COMMENT
LOW	rustv1/examples/dynamodb/src/bin/list-tables.rs	1	// Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved.	COMMENT
LOW	rustv1/examples/dynamodb/src/bin/create-table.rs	21	key: String,	COMMENT
LOW	rustv1/examples/dynamodb/src/bin/delete-item.rs	21	key: String,	COMMENT
LOW	rustv1/examples/dynamodb/src/bin/are-more-tables.rs	1	// Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved.	COMMENT
LOW	rustv1/examples/dynamodb/src/bin/list-more-tables.rs	1	// Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved.	COMMENT
864 more matches not shown…

Hyper-Verbose Identifiers823 hits · 828 pts

Severity	File	Line	Snippet	Context
LOW	…ck-runtime/models/amazonNovaText/converse-with-tool.js	92	export async function SendConversationtoBedrock(	CODE
LOW	…arios/converse_tool_scenario/converse-tool-scenario.js	73	async function SendConversationtoBedrock(messages) {	CODE
LOW	…arios/converse_tool_scenario/converse-tool-scenario.js	108	async function ProcessModelResponseAsync(response, messages, max_recursions) {	CODE
LOW	javascriptv3/example_code/s3/libs/s3Utils.js	80	export async function legallyEmptyAndDeleteBuckets(bucketNames) {	CODE
LOW	…v3/example_code/codepipeline/MyCodePipelineFunction.py	249	def check_stack_update_status(job_id, stack):	CODE
LOW	…e/cross-services/wkflw-resilient-service/steps-demo.js	413	async function createSsmOnlyInstanceProfile() {	CODE
LOW	…ge-sets/pixel-data-verification/openjphjs/openjphjs.js	1	var Module=typeof Module!="undefined"?Module:{};var moduleOverrides=Object.assign({},Module);var arguments_=[];var thisP	CODE
LOW	…r/scenarios/wkflw-sagemaker-geospatial-pipeline/lib.js	64	export async function createLambdaExecutionRole({ name, iamClient }) {	CODE
LOW	…r/scenarios/wkflw-sagemaker-geospatial-pipeline/lib.js	114	export async function createLambdaExecutionPolicy({	CODE
LOW	…r/scenarios/wkflw-sagemaker-geospatial-pipeline/lib.js	407	export async function createSagemakerExecutionPolicy({	CODE
LOW	…r/scenarios/wkflw-sagemaker-geospatial-pipeline/lib.js	610	export async function configureLambdaSQSEventSource({	CODE
LOW⚡	python/test_tools/ses_stubber.py	32	def stub_verify_domain_identity(self, domain_name, token, error_code=None):	CODE
LOW⚡	python/test_tools/ses_stubber.py	39	def stub_verify_email_identity(self, email_address, error_code=None):	CODE
LOW⚡	python/test_tools/ses_stubber.py	45	def stub_get_identity_verification_attributes(	CODE
LOW	python/test_tools/ses_stubber.py	77	def stub_create_receipt_filter(	CODE
LOW⚡	python/test_tools/ses_stubber.py	93	def stub_list_receipt_filters(self, filters, error_code=None):	CODE
LOW⚡	python/test_tools/ses_stubber.py	99	def stub_delete_receipt_filter(self, filter_name, error_code=None):	CODE
LOW⚡	python/test_tools/ses_stubber.py	105	def stub_create_receipt_rule_set(self, rule_set_name, error_code=None):	CODE
LOW	python/test_tools/ses_stubber.py	127	def stub_describe_receipt_rule_set(	CODE
LOW	python/test_tools/ses_stubber.py	155	def stub_delete_receipt_rule_set(self, rule_set_name, error_code=None):	CODE
LOW	python/test_tools/ses_stubber.py	246	def stub_send_templated_email(	CODE
LOW	python/test_tools/ses_stubber.py	276	def stub_set_identity_notification_topic(	CODE
LOW	python/test_tools/bedrock_stubber.py	27	def stub_list_foundation_models(self, models, error_code=None):	CODE
LOW	python/test_tools/bedrock_stubber.py	34	def stub_get_foundation_model(self, model_identifier, error_code=None):	CODE
LOW	python/test_tools/bedrock_runtime_stubber.py	106	def stub_invoke_model_with_response_stream(self, prompt, error_code=None):	CODE
LOW	python/test_tools/bedrock_runtime_stubber.py	126	def stub_invoke_stable_diffusion(self, prompt, seed, error_code=None):	CODE
LOW	python/test_tools/scheduler_stubber.py	93	def stub_create_schedule_group(self, group_name: str, schedule_group_arn: str, error_code: str =None) -> None:	CODE
LOW	python/test_tools/scheduler_stubber.py	124	def stub_delete_schedule_group(self, schedule_group_name: str, error_code: str =None) -> None:	CODE
LOW	python/test_tools/ssm_stubber.py	64	def stub_list_command_invocations(	CODE
LOW	python/test_tools/ssm_stubber.py	92	def stub_get_parameters_by_path(self, names, values, path=ANY, error_code=None):	CODE
LOW	python/test_tools/ssm_stubber.py	147	def stub_create_maintenance_window(	CODE
LOW	python/test_tools/ssm_stubber.py	174	def stub_delete_maintenance_window(self, window_id, error_code=None):	CODE
LOW	python/test_tools/ssm_stubber.py	186	def stub_update_maintenance_window(	CODE
LOW	python/test_tools/cloudformation_stubber.py	59	def stub_list_stack_resources(self, stack_name, resources, error_code=None):	CODE
LOW	python/test_tools/dynamodb_stubber.py	176	def stub_update_item_attr_update(	CODE
LOW	python/test_tools/dynamodb_stubber.py	295	def stub_batch_execute_statement(self, statements, responses, error_code=None):	CODE
LOW	python/test_tools/acm_stubber.py	33	def stub_describe_certificate(self, certificate_arn, certificate, error_code=None):	CODE
LOW	python/test_tools/acm_stubber.py	90	def stub_add_tags_to_certificate(self, certificate_arn, tags, error_code=None):	CODE
LOW	python/test_tools/acm_stubber.py	100	def stub_list_tags_for_certificate(self, certificate_arn, tags, error_code=None):	CODE
LOW	python/test_tools/acm_stubber.py	112	def stub_remove_tags_from_certificate(self, certificate_arn, tags, error_code=None):	CODE
LOW	python/test_tools/acm_stubber.py	154	def stub_resend_validation_email(	CODE
LOW	python/test_tools/textract_stubber.py	35	def stub_detect_document_text(self, doc_bytes, blocks, error_code=None):	CODE
LOW	python/test_tools/textract_stubber.py	52	def stub_start_document_text_detection(	CODE
LOW	python/test_tools/textract_stubber.py	77	def stub_get_document_text_detection(self, job_id, status, error_code=None):	CODE
LOW	python/test_tools/textract_stubber.py	87	def stub_start_document_analysis(	CODE
LOW	python/test_tools/textract_stubber.py	111	def stub_get_document_analysis(self, job_id, status, error_code=None):	CODE
LOW	python/test_tools/elbv2_stubber.py	61	def stub_describe_target_groups(self, tg_names, tg_arns, error_code=None):	CODE
LOW	python/test_tools/elbv2_stubber.py	68	def stub_create_load_balancer(	CODE
LOW	python/test_tools/elbv2_stubber.py	79	def stub_describe_load_balancers(	CODE
LOW	python/test_tools/elbv2_stubber.py	94	def stub_delete_load_balancer(self, arn, error_code=None):	CODE
LOW	python/test_tools/elbv2_stubber.py	113	def stub_describe_target_health(self, tg_arn, tg_descs, error_code=None):	CODE
LOW	python/test_tools/cloudfront_stubber.py	83	def stub_get_distribution_config(self, distrib_id, comment, etag, error_code=None):	CODE
LOW	python/test_tools/kinesis_analytics_v2_stubber.py	69	def stub_describe_application(	CODE
LOW	python/test_tools/kinesis_analytics_v2_stubber.py	78	def stub_describe_application_snapshot(	CODE
LOW	python/test_tools/kinesis_analytics_v2_stubber.py	97	def stub_discover_input_schema(self, stream_arn, role_arn, error_code=None):	CODE
LOW	python/test_tools/kinesis_analytics_v2_stubber.py	119	def stub_add_application_input(	CODE
LOW	python/test_tools/kinesis_analytics_v2_stubber.py	152	def stub_add_application_output(	CODE
LOW	python/test_tools/apigateway_stubber.py	114	def stub_put_integration_response(	CODE
LOW	python/test_tools/neptune_stubber.py	12	def stub_create_db_subnet_group(self, group_name, subnet_ids, group_arn=None, error_code=None, description=None, tag	CODE
LOW	python/test_tools/neptune_stubber.py	98	def stub_describe_db_instance_status(self, instance_id, statuses, error_code=None):	CODE
763 more matches not shown…

Structural Annotation Overuse297 hits · 570 pts

Severity	File	Line	Snippet	Context
LOW⚡	…os/S3_CreatePresignedPost/CreatePresignedPostBasics.cs	67	// Step 1: Create bucket	COMMENT
LOW⚡	…os/S3_CreatePresignedPost/CreatePresignedPostBasics.cs	71	// Step 2: Create presigned URL	COMMENT
LOW⚡	…os/S3_CreatePresignedPost/CreatePresignedPostBasics.cs	76	// Step 3: Display URL and fields	COMMENT
LOW⚡	…os/S3_CreatePresignedPost/CreatePresignedPostBasics.cs	81	// Step 4: Upload file	COMMENT
LOW⚡	…os/S3_CreatePresignedPost/CreatePresignedPostBasics.cs	86	// Step 5: Verify file exists	COMMENT
LOW⚡	…os/S3_CreatePresignedPost/CreatePresignedPostBasics.cs	90	// Step 6: Cleanup	COMMENT
LOW	dotnetv4/IoT/Scenarios/IoTBasics.cs	131	// Step 1: Create an AWS IoT Thing	COMMENT
LOW	dotnetv4/IoT/Scenarios/IoTBasics.cs	183	// Step 2: Generate a Device Certificate	COMMENT
LOW	dotnetv4/IoT/Scenarios/IoTBasics.cs	224	// Step 3: Attach the Certificate to the AWS IoT Thing	COMMENT
LOW	dotnetv4/IoT/Scenarios/IoTBasics.cs	247	// Step 4: Update an AWS IoT Thing with Attributes	COMMENT
LOW	dotnetv4/IoT/Scenarios/IoTBasics.cs	270	// Step 5: Return a unique endpoint specific to the Amazon Web Services account	COMMENT
LOW	dotnetv4/IoT/Scenarios/IoTBasics.cs	293	// Step 6: List your AWS IoT certificates	COMMENT
LOW	dotnetv4/IoT/Scenarios/IoTBasics.cs	311	// Step 7: Create an IoT shadow	COMMENT
LOW	dotnetv4/IoT/Scenarios/IoTBasics.cs	337	// Step 8: Write out the state information, in JSON format	COMMENT
LOW	dotnetv4/IoT/Scenarios/IoTBasics.cs	350	// Step 9: Set up resources (SNS topic and IAM role) and create a rule	COMMENT
LOW	dotnetv4/IoT/Scenarios/IoTBasics.cs	425	// Step 10: List your rules	COMMENT
LOW	dotnetv4/IoT/Scenarios/IoTBasics.cs	445	// Step 11: Search things using the Thing name	COMMENT
LOW	dotnetv4/IoT/Scenarios/IoTBasics.cs	465	// Step 12: Cleanup - Detach and delete certificate	COMMENT
LOW	dotnetv4/IoT/Scenarios/IoTBasics.cs	498	// Step 13: Delete the AWS IoT Thing	COMMENT
LOW	dotnetv4/IoT/Scenarios/IoTBasics.cs	519	// Step 14: Clean up CloudFormation stack	COMMENT
LOW	dotnetv4/Redshift/Scenarios/RedshiftBasics.cs	74	// Step 1: Get user credentials (if interactive)	COMMENT
LOW	dotnetv4/Redshift/Scenarios/RedshiftBasics.cs	90	// Step 2: Get cluster identifier	COMMENT
LOW⚡	dotnetv4/Redshift/Scenarios/RedshiftBasics.cs	101	// Step 3: Create Redshift cluster	COMMENT
LOW⚡	dotnetv4/Redshift/Scenarios/RedshiftBasics.cs	105	// Step 4: Wait for cluster to become available	COMMENT
LOW⚡	dotnetv4/Redshift/Scenarios/RedshiftBasics.cs	110	// Step 5: List databases	COMMENT
LOW	dotnetv4/Redshift/Scenarios/RedshiftBasics.cs	132	// Step 6: Create Movies table	COMMENT
LOW	dotnetv4/Redshift/Scenarios/RedshiftBasics.cs	143	// Step 7: Populate the Movies table	COMMENT
LOW	dotnetv4/Redshift/Scenarios/RedshiftBasics.cs	197	// Step 10: Modify the cluster	COMMENT
LOW⚡	…bedrock-runtime/models/amazonNovaCanvas/invokeModel.js	24	// Step 1: Create the Amazon Bedrock runtime client	COMMENT
LOW⚡	…bedrock-runtime/models/amazonNovaCanvas/invokeModel.js	28	// Step 2: Specify which model to use	COMMENT
LOW⚡	…bedrock-runtime/models/amazonNovaCanvas/invokeModel.js	33	// Step 3: Configure the request payload	COMMENT
LOW	…bedrock-runtime/models/amazonNovaCanvas/invokeModel.js	57	// Step 4: Send and process the request	COMMENT
LOW⚡	…edrock-runtime/models/amazonNovaText/converseStream.js	19	// Step 1: Create the Amazon Bedrock runtime client	COMMENT
LOW⚡	…edrock-runtime/models/amazonNovaText/converseStream.js	23	// Step 2: Specify which model to use	COMMENT
LOW⚡	…edrock-runtime/models/amazonNovaText/converseStream.js	33	// Step 3: Create the message	COMMENT
LOW⚡	…edrock-runtime/models/amazonNovaText/converseStream.js	42	// Step 4: Configure the streaming request	COMMENT
LOW	…edrock-runtime/models/amazonNovaText/converseStream.js	59	// Step 5: Send and process the streaming request	COMMENT
LOW	…ck-runtime/models/amazonNovaText/converse-with-tool.js	19	// Step 1: Create the Amazon Bedrock runtime client	COMMENT
LOW⚡	…code/bedrock-runtime/models/amazonNovaText/converse.js	18	// Step 1: Create the Amazon Bedrock runtime client	COMMENT
LOW⚡	…code/bedrock-runtime/models/amazonNovaText/converse.js	22	// Step 2: Specify which model to use:	COMMENT
LOW⚡	…code/bedrock-runtime/models/amazonNovaText/converse.js	32	// Step 3: Create the message	COMMENT
LOW⚡	…code/bedrock-runtime/models/amazonNovaText/converse.js	41	// Step 4: Configure the request	COMMENT
LOW	…code/bedrock-runtime/models/amazonNovaText/converse.js	58	// Step 5: Send and process the request	COMMENT
LOW	javascriptv3/example_code/nodegetstarted/README.md	25	### Step 1: Set up the package structure	COMMENT
LOW⚡	javascriptv3/example_code/nodegetstarted/README.md	52	### Step 2: Install the Amazon S3 client package	COMMENT
LOW⚡	javascriptv3/example_code/nodegetstarted/README.md	56	### Step 3: Add necessary imports and SDK code	COMMENT
LOW⚡	javascriptv3/example_code/nodegetstarted/README.md	60	### Step 4: Run the example	COMMENT
LOW	…to/scenarios/identity_pools_example_demo/web/README.md	91	### Step 3: Run the application	COMMENT
LOW⚡	…le_demo/web/backend/routes/auth_flows/enhanced_flow.py	117	# Step 1: Get identity ID without authentication	COMMENT
LOW⚡	…le_demo/web/backend/routes/auth_flows/enhanced_flow.py	124	# Step 2: Get AWS credentials with unauthenticated role	COMMENT
LOW	…le_demo/web/backend/routes/auth_flows/enhanced_flow.py	259	# Step 1: GetOpenIdTokenForDeveloperIdentity	COMMENT
LOW	…le_demo/web/backend/routes/auth_flows/enhanced_flow.py	270	# Step 2: GetCredentialsForIdentity - Exchange the token for AWS credentials	COMMENT
LOW⚡	…ample_demo/web/backend/routes/auth_flows/basic_flow.py	157	# Step 1: GetId - Get a unique identifier for unauthenticated user	COMMENT
LOW⚡	…ample_demo/web/backend/routes/auth_flows/basic_flow.py	164	# Step 2: GetOpenIdToken - Exchange identity ID for OpenID token	COMMENT
LOW⚡	…ample_demo/web/backend/routes/auth_flows/basic_flow.py	174	# Step 3: AssumeRoleWithWebIdentity - Exchange token for AWS credentials	COMMENT
LOW⚡	…ample_demo/web/backend/routes/auth_flows/basic_flow.py	266	# Step 1: GetId - Get a unique Identity ID with provider token for authenticated user	COMMENT
LOW⚡	…ample_demo/web/backend/routes/auth_flows/basic_flow.py	270	# Step 2: GetOpenIdToken - Exchange identity ID for OpenID token with logins	COMMENT
LOW⚡	…ample_demo/web/backend/routes/auth_flows/basic_flow.py	277	# Step 3: AssumeRoleWithWebIdentity - Exchange token for AWS credentials	COMMENT
LOW⚡	…thon/example_code/signv4/v4-signing-get-querystring.py	69	# Step 1: Define the verb (GET, POST, etc.)--already done.	COMMENT
LOW⚡	…thon/example_code/signv4/v4-signing-get-querystring.py	71	# Step 2: Create canonical URI--the part of the URI from domain to query	COMMENT
237 more matches not shown…

Self-Referential Comments188 hits · 564 pts

Severity	File	Line	Snippet	Context
MEDIUM	python/cross_service/resilient_service/load_balancer.py	215	# Create the listener	COMMENT
MEDIUM	python/cross_service/resilient_service/auto_scaler.py	418	# Create the launch template	COMMENT
MEDIUM	…ervice/topics_and_queues/topics_and_queues_scenario.py	169	# Create the queue	COMMENT
MEDIUM	…ervice/topics_and_queues/topics_and_queues_scenario.py	147	# Create the topic	STRING
MEDIUM	…de/bedrock-runtime/models/stability_ai/invoke_model.py	13	# Create a Bedrock Runtime client in the AWS Region of your choice.	COMMENT
MEDIUM	…de/bedrock-runtime/models/stability_ai/invoke_model.py	19	# Define the image generation prompt for the model.	COMMENT
MEDIUM	…e/bedrock-runtime/models/mistral_ai/converse_stream.py	11	# Create a Bedrock Runtime client in the AWS Region you want to use.	COMMENT
MEDIUM	…ple_code/bedrock-runtime/models/mistral_ai/converse.py	10	# Create a Bedrock Runtime client in the AWS Region you want to use.	COMMENT
MEDIUM	…ck-runtime/models/mistral_ai/document_understanding.py	10	# Create a Bedrock Runtime client in the AWS Region you want to use.	COMMENT
MEDIUM	…me/models/amazon_titan_text_embeddings/invoke_model.py	10	# Create a Bedrock Runtime client in the AWS Region of your choice.	COMMENT
MEDIUM	…me/models/amazon_titan_text_embeddings/invoke_model.py	19	# Create the request for the model.	COMMENT
MEDIUM	…me/models/amazon_titan_image_generator/invoke_model.py	13	# Create a Bedrock Runtime client in the AWS Region of your choice.	COMMENT
MEDIUM	…me/models/amazon_titan_image_generator/invoke_model.py	19	# Define the image generation prompt for the model.	COMMENT
MEDIUM	…rock-runtime/models/deepseek/document_understanding.py	10	# Create a Bedrock Runtime client in the AWS Region you want to use.	COMMENT
MEDIUM	…e/bedrock-runtime/models/meta_llama/converse_stream.py	11	# Create a Bedrock Runtime client in the AWS Region you want to use.	COMMENT
MEDIUM	…ple_code/bedrock-runtime/models/meta_llama/converse.py	10	# Create a Bedrock Runtime client in the AWS Region you want to use.	COMMENT
MEDIUM	…ck-runtime/models/meta_llama/document_understanding.py	10	# Create a Bedrock Runtime client in the AWS Region you want to use.	COMMENT
MEDIUM	…drock-runtime/models/amazon_titan_text/invoke_model.py	12	# Create a Bedrock Runtime client in the AWS Region of your choice.	COMMENT
MEDIUM	…drock-runtime/models/amazon_titan_text/invoke_model.py	18	# Define the prompt for the model.	COMMENT
MEDIUM	…/models/amazon_nova/amazon_nova_canvas/invoke_model.py	14	# Create a Bedrock Runtime client in the AWS Region of your choice.	COMMENT
MEDIUM	…/models/amazon_nova/amazon_nova_canvas/invoke_model.py	20	# Define the image generation prompt for the model.	COMMENT
MEDIUM	…models/amazon_nova/amazon_nova_text/converse_stream.py	11	# Create a Bedrock Runtime client in the AWS Region you want to use.	COMMENT
MEDIUM	…untime/models/amazon_nova/amazon_nova_text/converse.py	10	# Create a Bedrock Runtime client in the AWS Region you want to use.	COMMENT
MEDIUM	…amazon_nova/amazon_nova_text/document_understanding.py	10	# Create a Bedrock Runtime client in the AWS Region you want to use.	COMMENT
MEDIUM	…e/models/amazon_nova/amazon_nova_reel/text_to_video.py	85	# Create a Bedrock Runtime client	COMMENT
MEDIUM	…drock-runtime/models/cohere_command/converse_stream.py	11	# Create a Bedrock Runtime client in the AWS Region you want to use.	COMMENT
MEDIUM	…code/bedrock-runtime/models/cohere_command/converse.py	10	# Create a Bedrock Runtime client in the AWS Region you want to use.	COMMENT
MEDIUM	…untime/models/cohere_command/document_understanding.py	10	# Create a Bedrock Runtime client in the AWS Region you want to use.	COMMENT
MEDIUM	…runtime/models/anthropic_claude/converse_stream_pdf.py	14	# Create a Bedrock Runtime client in the AWS Region you want to use.	COMMENT
MEDIUM	…ock-runtime/models/anthropic_claude/converse_stream.py	11	# Create a Bedrock Runtime client in the AWS Region you want to use.	COMMENT
MEDIUM	…de/bedrock-runtime/models/anthropic_claude/converse.py	10	# Create a Bedrock Runtime client in the AWS Region you want to use.	COMMENT
MEDIUM	…rock-runtime/models/anthropic_claude/converse_async.py	22	# Create a Bedrock Runtime client in the AWS Region you want to use.	COMMENT
MEDIUM	…time/models/anthropic_claude/document_understanding.py	10	# Create a Bedrock Runtime client in the AWS Region you want to use.	COMMENT
MEDIUM	…e/scenarios/claude3_chatbot_demo/with_knowledgebase.py	115	# Create an instance of the app with the provided knowledge base ID and run it	STRING
MEDIUM	…scenarios/claude3_chatbot_demo/utils/custom_logging.py	26	# Create a logger	COMMENT
MEDIUM	…scenarios/claude3_chatbot_demo/utils/custom_logging.py	33	# Creating a stream handler (console output) and setting the custom formatter	COMMENT
MEDIUM	…e/cross-model-scenarios/tool_use_demo/tool_use_demo.py	69	# Create a Bedrock Runtime client in the specified AWS Region.	STRING
MEDIUM	…e/cross-model-scenarios/tool_use_demo/tool_use_demo.py	88	# Create a new message with the user input and append it to the conversation	STRING
MEDIUM	python/example_code/glue/hello/hello_glue.py	15	# Create the Glue client	COMMENT
MEDIUM	python/example_code/s3/s3_basics/hello.py	16	# Create an S3 client.	COMMENT
MEDIUM	python/example_code/s3/s3_basics/hello.py	21	# Create a paginator for the list_buckets operation.	COMMENT
MEDIUM	…ple_code/s3/scenarios/conditional_requests/scenario.py	56	# Create the buckets.	COMMENT
MEDIUM	…n/example_code/sesv2/newsletter_scenario/newsletter.py	91	# Create the email identity	STRING
MEDIUM	…n/example_code/sesv2/newsletter_scenario/newsletter.py	104	# Create the contact list	STRING
MEDIUM	…n/example_code/sesv2/newsletter_scenario/newsletter.py	117	# Create the email template	STRING
MEDIUM	…n/example_code/sesv2/newsletter_scenario/newsletter.py	157	# Create a new contact	STRING
MEDIUM	…tachments_scenario/scenario_sesv2_email_attachments.py	138	# Create the email template for the bulk-send step.	COMMENT
MEDIUM	…tachments_scenario/scenario_sesv2_email_attachments.py	219	# Create a minimal 1x1 red PNG (valid PNG file).	COMMENT
MEDIUM	python/example_code/cognito/hello/hello_cognito.py	8	# Create a Cognito Identity Provider client	COMMENT
MEDIUM	python/example_code/cognito/hello/hello_cognito.py	14	# Create a PageIterator from the paginator	COMMENT
MEDIUM	…thon/example_code/signv4/v4-signing-get-querystring.py	56	# Create a date for headers and the credential string	COMMENT
MEDIUM	…thon/example_code/signv4/v4-signing-get-querystring.py	133	# Create the signing key	COMMENT
MEDIUM	python/example_code/signv4/v4-signing-get-authheader.py	57	# Create a date for headers and the credential string	COMMENT
MEDIUM	python/example_code/signv4/v4-signing-get-authheader.py	126	# Create the signing key using the function defined above.	COMMENT
MEDIUM	python/example_code/signv4/v4-signing-get-post.py	72	# Create a date for headers and the credential string	COMMENT
MEDIUM	python/example_code/signv4/v4-signing-get-post.py	154	# Create the signing key using the function defined above.	COMMENT
MEDIUM	python/example_code/dynamodb/hello/hello_dynamodb.py	8	# Create a DynamoDB client using the default credentials and region	COMMENT
MEDIUM	python/example_code/dynamodb/hello/hello_dynamodb.py	14	# Create a PageIterator from the paginator	COMMENT
MEDIUM	python/example_code/aurora/hello/hello_aurora.py	7	# Create an RDS client	COMMENT
MEDIUM	python/example_code/aurora/hello/hello_aurora.py	10	# Create a paginator for the describe_db_clusters operation	COMMENT
128 more matches not shown…

Excessive Try-Catch Wrapping362 hits · 469 pts

Severity	File	Line	Snippet	Context
LOW	rustv1/tools/toggle_sdk_branch.py	7	except Exception:	CODE
LOW	…v3/example_code/codepipeline/MyCodePipelineFunction.py	302	except Exception as e:	CODE
LOW	…v3/example_code/codepipeline/MyCodePipelineFunction.py	396	except Exception as e:	CODE
LOW	…ss_service/resilient_service/test/test_runner_integ.py	86	except Exception as e:	CODE
LOW	…ss_service/resilient_service/test/test_runner_integ.py	96	except Exception as e:	CODE
MEDIUM	…ss_service/resilient_service/test/test_runner_integ.py	63	def test_deploy_resources(self, mock_input):	CODE
LOW	…ss_service/aurora_rest_lending_library/library_demo.py	188	except Exception as err:	CODE
LOW	…ss_service/aurora_rest_lending_library/library_demo.py	268	except Exception as err:	CODE
LOW	…service/aurora_rest_lending_library/library_api/app.py	138	except Exception as err:	CODE
LOW	…service/aurora_rest_lending_library/library_api/app.py	169	except Exception as err:	CODE
LOW	…lending_library/library_api/chalicelib/library_data.py	215	except Exception as err:	CODE
LOW	…lending_library/library_api/chalicelib/library_data.py	298	except Exception:	CODE
LOW	…lending_library/library_api/chalicelib/library_data.py	306	except Exception:	CODE
LOW	…lending_library/library_api/chalicelib/library_data.py	402	except Exception:	CODE
LOW	…lending_library/library_api/chalicelib/library_data.py	465	except Exception as err:	CODE
LOW	…lending_library/library_api/chalicelib/library_data.py	498	except Exception:	CODE
LOW	…lending_library/library_api/chalicelib/library_data.py	511	except Exception as err:	CODE
LOW	…lending_library/library_api/chalicelib/library_data.py	522	except Exception as err:	CODE
LOW	…lending_library/library_api/chalicelib/library_data.py	582	except Exception as err:	CODE
LOW	…ng_library/library_api/chalicelib/postgresql_helper.py	343	except Exception:	CODE
LOW	…ng_library/library_api/chalicelib/postgresql_helper.py	362	except Exception:	CODE
LOW	…lending_library/library_api/chalicelib/mysql_helper.py	271	except Exception:	CODE
MEDIUM⚡	…ervice/topics_and_queues/topics_and_queues_scenario.py	362	print(f"Error deleting queue #{i+1}: {e}")	CODE
MEDIUM⚡	…ervice/topics_and_queues/topics_and_queues_scenario.py	371	print(f"Error unsubscribing #{i+1}: {e}")	CODE
MEDIUM⚡	…ervice/topics_and_queues/topics_and_queues_scenario.py	381	print(f"Error deleting topic: {e}")	CODE
LOW⚡	…ervice/topics_and_queues/topics_and_queues_scenario.py	361	except Exception as e:	CODE
LOW⚡	…ervice/topics_and_queues/topics_and_queues_scenario.py	370	except Exception as e:	CODE
LOW⚡	…ervice/topics_and_queues/topics_and_queues_scenario.py	380	except Exception as e:	CODE
LOW	…ervice/topics_and_queues/topics_and_queues_scenario.py	410	except Exception as e:	CODE
LOW⚡	…ervice/topics_and_queues/topics_and_queues_scenario.py	98	except Exception as e:	STRING
LOW⚡	…ervice/topics_and_queues/topics_and_queues_scenario.py	104	except Exception as cleanup_error:	STRING
LOW	…ice/rekognition_content_moderation/cloudformation.yaml	91	except Exception as e:	CODE
MEDIUM	…ice/rekognition_content_moderation/cloudformation.yaml	67	def getModerationForUrl(url):	CODE
LOW	…ce/rekognition_content_moderation/src/rek-moderator.py	51	except Exception as e:	CODE
MEDIUM	…ce/rekognition_content_moderation/src/rek-moderator.py	20	def getModerationForUrl(url):	CODE
LOW	…claude/scenarios/claude3_chatbot_demo/with_document.py	79	except Exception as e:	STRING
LOW	…claude/scenarios/claude3_chatbot_demo/with_document.py	102	except Exception as e:	STRING
LOW	…e/scenarios/claude3_chatbot_demo/with_knowledgebase.py	56	except Exception as e:	CODE
LOW	…e/scenarios/claude3_chatbot_demo/with_knowledgebase.py	97	except Exception as e:	STRING
LOW	…me/cross-model-scenarios/tool_use_demo/weather_tool.py	60	except Exception as e:	CODE
LOW	…ple_code/auto-scaling/scenario_groups_and_instances.py	501	except Exception:	CODE
LOW	…thon/example_code/pinpoint/pinpoint_send_email_smtp.py	112	except Exception:	CODE
LOW	python/example_code/ssm/ssm_getting_started.py	225	except Exception:	STRING
LOW	python/example_code/ssm/ssm_getting_started.py	243	except Exception:	STRING
LOW	…hon/example_code/secretsmanager/scenario_get_secret.py	38	except Exception as e:	CODE
LOW	…mple_code/secretsmanager/scenario_get_batch_secrets.py	39	except Exception as e:	CODE
LOW	python/example_code/secretsmanager/get_secret_value.py	43	except Exception as e:	CODE
LOW	…/example_code/secretsmanager/batch_get_secret_value.py	50	except Exception as e:	CODE
LOW	python/example_code/kms/grant_management.py	180	except Exception:	CODE
LOW	python/example_code/kms/alias_management.py	232	except Exception:	CODE
LOW	python/example_code/kms/key_management.py	334	except Exception:	CODE
LOW	python/example_code/kms/key_policies.py	192	except Exception:	CODE
LOW	python/example_code/kms/key_encryption.py	214	except Exception:	CODE
LOW	python/example_code/kms/kms_scenario.py	359	except Exception:	STRING
MEDIUM	python/example_code/glue/scaffold.py	117	print(f"Something went wrong while trying to {args.action} the stack:")	CODE
LOW	…ode/glue/scenario_getting_started_crawlers_and_jobs.py	343	except Exception:	CODE
MEDIUM	python/example_code/glue/hello/hello_glue.py	31	print(f"Error: {e}")	CODE
LOW	…ple_code/s3/scenarios/conditional_requests/scenario.py	77	except Exception as e:	CODE
LOW	…mple_code/s3/scenarios/object-locking/s3_operations.py	43	except Exception as e:	CODE
LOW	…mple_code/s3/scenarios/object-locking/s3_operations.py	55	except Exception as e:	CODE
302 more matches not shown…

Unused Imports244 hits · 244 pts

Severity	File	Line	Context
LOW	rustv1/examples/glue/resources/flight_etl_job_script.py	14	CODE
LOW	…v3/example_code/codepipeline/MyCodePipelineFunction.py	4	CODE
LOW	…v3/example_code/codepipeline/MyCodePipelineFunction.py	11	CODE
LOW	python/test_tools/scheduler_stubber.py	11	CODE
LOW	python/test_tools/scheduler_stubber.py	12	CODE
LOW	python/test_tools/scheduler_stubber.py	18	CODE
LOW	python/test_tools/scheduler_stubber.py	18	CODE
LOW	python/test_tools/scheduler_stubber.py	18	CODE
LOW	python/test_tools/dynamodb_stubber.py	12	CODE
LOW	python/test_tools/redshift_stubber.py	8	CODE
LOW	python/test_tools/redshift_stubber.py	9	CODE
LOW	python/test_tools/healthlake_stubber.py	11	CODE
LOW	python/test_tools/healthlake_stubber.py	12	CODE
LOW	python/test_tools/healthlake_stubber.py	13	CODE
LOW	python/test_tools/healthlake_stubber.py	18	CODE
LOW	python/test_tools/ecr_stubber.py	12	CODE
LOW	python/test_tools/controltower_stubber.py	11	CODE
LOW	python/test_tools/controlcatalog_stubber.py	11	CODE
LOW	python/test_tools/example_stubber.py	8	CODE
LOW	python/test_tools/redshift_data_stubber.py	8	CODE
LOW	python/test_tools/redshift_data_stubber.py	9	CODE
LOW	python/test_tools/comprehend_stubber.py	8	CODE
LOW	python/test_tools/run_all_tests.py	17	CODE
LOW	python/test_tools/iot_sitewise_stubber.py	14	CODE
LOW	python/test_tools/iot_sitewise_stubber.py	15	CODE
LOW	python/test_tools/sts_stubber.py	12	CODE
LOW	python/test_tools/sts_stubber.py	13	CODE
LOW	python/test_tools/sts_stubber.py	14	CODE
LOW	python/test_tools/support_stubber.py	9	CODE
LOW	python/test_tools/s3control_stubber.py	11	CODE
LOW	python/test_tools/s3control_stubber.py	12	CODE
LOW	…hon/cross_service/aurora_item_tracker/test/conftest.py	13	CODE
LOW	…hon/cross_service/aurora_item_tracker/test/conftest.py	13	CODE
LOW	…hon/cross_service/aurora_item_tracker/test/conftest.py	13	CODE
LOW	…hon/cross_service/aurora_item_tracker/test/conftest.py	13	CODE
LOW	…hon/cross_service/aurora_item_tracker/test/conftest.py	13	CODE
LOW	…hon/cross_service/aurora_item_tracker/test/conftest.py	13	CODE
LOW	…hon/cross_service/aurora_item_tracker/test/conftest.py	13	CODE
LOW	…hon/cross_service/aurora_item_tracker/test/conftest.py	13	CODE
LOW	…s_service/apigateway_covid-19_tracker/test/conftest.py	13	CODE
LOW	…s_service/apigateway_covid-19_tracker/test/conftest.py	13	CODE
LOW	…s_service/apigateway_covid-19_tracker/test/conftest.py	13	CODE
LOW	…s_service/apigateway_covid-19_tracker/test/conftest.py	13	CODE
LOW	…s_service/apigateway_covid-19_tracker/test/conftest.py	13	CODE
LOW	…s_service/apigateway_covid-19_tracker/test/conftest.py	13	CODE
LOW	…s_service/apigateway_covid-19_tracker/test/conftest.py	13	CODE
LOW	…s_service/apigateway_covid-19_tracker/test/conftest.py	13	CODE
LOW	…rora_rest_lending_library/library_api/test/conftest.py	12	CODE
LOW	…rora_rest_lending_library/library_api/test/conftest.py	12	CODE
LOW	…rora_rest_lending_library/library_api/test/conftest.py	12	CODE
LOW	…rora_rest_lending_library/library_api/test/conftest.py	12	CODE
LOW	…rora_rest_lending_library/library_api/test/conftest.py	12	CODE
LOW	…rora_rest_lending_library/library_api/test/conftest.py	12	CODE
LOW	…rora_rest_lending_library/library_api/test/conftest.py	12	CODE
LOW	…rora_rest_lending_library/library_api/test/conftest.py	12	CODE
LOW	python/cross_service/topics_and_queues/sns_wrapper.py	8	CODE
LOW	python/cross_service/topics_and_queues/sns_wrapper.py	10	CODE
LOW	…ervice/topics_and_queues/topics_and_queues_scenario.py	24	CODE
LOW	…ervice/topics_and_queues/topics_and_queues_scenario.py	28	CODE
LOW	python/cross_service/topics_and_queues/test/conftest.py	26	CODE
184 more matches not shown…

Verbosity Indicators129 hits · 235 pts

Severity	File	Line	Snippet	Context
LOW⚡	…os/S3_CreatePresignedPost/CreatePresignedPostBasics.cs	67	// Step 1: Create bucket	COMMENT
LOW⚡	…os/S3_CreatePresignedPost/CreatePresignedPostBasics.cs	71	// Step 2: Create presigned URL	COMMENT
LOW⚡	…os/S3_CreatePresignedPost/CreatePresignedPostBasics.cs	76	// Step 3: Display URL and fields	COMMENT
LOW⚡	…os/S3_CreatePresignedPost/CreatePresignedPostBasics.cs	81	// Step 4: Upload file	COMMENT
LOW⚡	…os/S3_CreatePresignedPost/CreatePresignedPostBasics.cs	86	// Step 5: Verify file exists	COMMENT
LOW⚡	…os/S3_CreatePresignedPost/CreatePresignedPostBasics.cs	90	// Step 6: Cleanup	COMMENT
LOW	dotnetv4/IoT/Scenarios/IoTBasics.cs	131	// Step 1: Create an AWS IoT Thing	COMMENT
LOW	dotnetv4/IoT/Scenarios/IoTBasics.cs	183	// Step 2: Generate a Device Certificate	COMMENT
LOW	dotnetv4/IoT/Scenarios/IoTBasics.cs	224	// Step 3: Attach the Certificate to the AWS IoT Thing	COMMENT
LOW	dotnetv4/IoT/Scenarios/IoTBasics.cs	247	// Step 4: Update an AWS IoT Thing with Attributes	COMMENT
LOW	dotnetv4/IoT/Scenarios/IoTBasics.cs	270	// Step 5: Return a unique endpoint specific to the Amazon Web Services account	COMMENT
LOW	dotnetv4/IoT/Scenarios/IoTBasics.cs	293	// Step 6: List your AWS IoT certificates	COMMENT
LOW	dotnetv4/IoT/Scenarios/IoTBasics.cs	311	// Step 7: Create an IoT shadow	COMMENT
LOW	dotnetv4/IoT/Scenarios/IoTBasics.cs	337	// Step 8: Write out the state information, in JSON format	COMMENT
LOW	dotnetv4/IoT/Scenarios/IoTBasics.cs	350	// Step 9: Set up resources (SNS topic and IAM role) and create a rule	COMMENT
LOW	dotnetv4/IoT/Scenarios/IoTBasics.cs	425	// Step 10: List your rules	COMMENT
LOW	dotnetv4/IoT/Scenarios/IoTBasics.cs	445	// Step 11: Search things using the Thing name	COMMENT
LOW	dotnetv4/IoT/Scenarios/IoTBasics.cs	465	// Step 12: Cleanup - Detach and delete certificate	COMMENT
LOW	dotnetv4/IoT/Scenarios/IoTBasics.cs	498	// Step 13: Delete the AWS IoT Thing	COMMENT
LOW	dotnetv4/IoT/Scenarios/IoTBasics.cs	519	// Step 14: Clean up CloudFormation stack	COMMENT
LOW	dotnetv4/Redshift/Scenarios/RedshiftBasics.cs	74	// Step 1: Get user credentials (if interactive)	COMMENT
LOW	dotnetv4/Redshift/Scenarios/RedshiftBasics.cs	90	// Step 2: Get cluster identifier	COMMENT
LOW⚡	dotnetv4/Redshift/Scenarios/RedshiftBasics.cs	101	// Step 3: Create Redshift cluster	COMMENT
LOW⚡	dotnetv4/Redshift/Scenarios/RedshiftBasics.cs	105	// Step 4: Wait for cluster to become available	COMMENT
LOW⚡	dotnetv4/Redshift/Scenarios/RedshiftBasics.cs	110	// Step 5: List databases	COMMENT
LOW	dotnetv4/Redshift/Scenarios/RedshiftBasics.cs	132	// Step 6: Create Movies table	COMMENT
LOW	dotnetv4/Redshift/Scenarios/RedshiftBasics.cs	143	// Step 7: Populate the Movies table	COMMENT
LOW	dotnetv4/Redshift/Scenarios/RedshiftBasics.cs	197	// Step 10: Modify the cluster	COMMENT
LOW⚡	…bedrock-runtime/models/amazonNovaCanvas/invokeModel.js	24	// Step 1: Create the Amazon Bedrock runtime client	COMMENT
LOW⚡	…bedrock-runtime/models/amazonNovaCanvas/invokeModel.js	28	// Step 2: Specify which model to use	COMMENT
LOW⚡	…bedrock-runtime/models/amazonNovaCanvas/invokeModel.js	33	// Step 3: Configure the request payload	COMMENT
LOW	…bedrock-runtime/models/amazonNovaCanvas/invokeModel.js	57	// Step 4: Send and process the request	COMMENT
LOW⚡	…edrock-runtime/models/amazonNovaText/converseStream.js	19	// Step 1: Create the Amazon Bedrock runtime client	COMMENT
LOW⚡	…edrock-runtime/models/amazonNovaText/converseStream.js	23	// Step 2: Specify which model to use	COMMENT
LOW⚡	…edrock-runtime/models/amazonNovaText/converseStream.js	33	// Step 3: Create the message	COMMENT
LOW⚡	…edrock-runtime/models/amazonNovaText/converseStream.js	42	// Step 4: Configure the streaming request	COMMENT
LOW	…edrock-runtime/models/amazonNovaText/converseStream.js	59	// Step 5: Send and process the streaming request	COMMENT
LOW	…ck-runtime/models/amazonNovaText/converse-with-tool.js	19	// Step 1: Create the Amazon Bedrock runtime client	COMMENT
LOW⚡	…code/bedrock-runtime/models/amazonNovaText/converse.js	18	// Step 1: Create the Amazon Bedrock runtime client	COMMENT
LOW⚡	…code/bedrock-runtime/models/amazonNovaText/converse.js	22	// Step 2: Specify which model to use:	COMMENT
LOW⚡	…code/bedrock-runtime/models/amazonNovaText/converse.js	32	// Step 3: Create the message	COMMENT
LOW⚡	…code/bedrock-runtime/models/amazonNovaText/converse.js	41	// Step 4: Configure the request	COMMENT
LOW	…code/bedrock-runtime/models/amazonNovaText/converse.js	58	// Step 5: Send and process the request	COMMENT
LOW⚡	…le_demo/web/backend/routes/auth_flows/enhanced_flow.py	117	# Step 1: Get identity ID without authentication	COMMENT
LOW⚡	…le_demo/web/backend/routes/auth_flows/enhanced_flow.py	124	# Step 2: Get AWS credentials with unauthenticated role	COMMENT
LOW	…le_demo/web/backend/routes/auth_flows/enhanced_flow.py	259	# Step 1: GetOpenIdTokenForDeveloperIdentity	COMMENT
LOW	…le_demo/web/backend/routes/auth_flows/enhanced_flow.py	270	# Step 2: GetCredentialsForIdentity - Exchange the token for AWS credentials	COMMENT
LOW⚡	…ample_demo/web/backend/routes/auth_flows/basic_flow.py	157	# Step 1: GetId - Get a unique identifier for unauthenticated user	COMMENT
LOW⚡	…ample_demo/web/backend/routes/auth_flows/basic_flow.py	164	# Step 2: GetOpenIdToken - Exchange identity ID for OpenID token	COMMENT
LOW⚡	…ample_demo/web/backend/routes/auth_flows/basic_flow.py	174	# Step 3: AssumeRoleWithWebIdentity - Exchange token for AWS credentials	COMMENT
LOW⚡	…ample_demo/web/backend/routes/auth_flows/basic_flow.py	266	# Step 1: GetId - Get a unique Identity ID with provider token for authenticated user	COMMENT
LOW⚡	…ample_demo/web/backend/routes/auth_flows/basic_flow.py	270	# Step 2: GetOpenIdToken - Exchange identity ID for OpenID token with logins	COMMENT
LOW⚡	…ample_demo/web/backend/routes/auth_flows/basic_flow.py	277	# Step 3: AssumeRoleWithWebIdentity - Exchange token for AWS credentials	COMMENT
LOW⚡	…thon/example_code/signv4/v4-signing-get-querystring.py	69	# Step 1: Define the verb (GET, POST, etc.)--already done.	COMMENT
LOW⚡	…thon/example_code/signv4/v4-signing-get-querystring.py	71	# Step 2: Create canonical URI--the part of the URI from domain to query	COMMENT
LOW⚡	…thon/example_code/signv4/v4-signing-get-querystring.py	75	# Step 3: Create the canonical headers and signed headers. Header names	COMMENT
LOW⚡	…thon/example_code/signv4/v4-signing-get-querystring.py	89	# Step 4: Create the canonical query string. In this example, request	COMMENT
LOW⚡	…thon/example_code/signv4/v4-signing-get-querystring.py	101	# Step 5: Create payload hash. For GET requests, the payload is an	COMMENT
LOW⚡	…thon/example_code/signv4/v4-signing-get-querystring.py	105	# Step 6: Combine elements to create canonical request	COMMENT
LOW⚡	python/example_code/signv4/v4-signing-get-authheader.py	68	# Step 2: Create canonical URI--the part of the URI from domain to query	COMMENT
69 more matches not shown…

Modern Structural Boilerplate203 hits · 202 pts

Severity	File	Line	Snippet	Context
LOW	rustv1/tools/toggle_sdk_branch.py	34	def update_sdk_dependencies(cargo: TOMLDocument, branch: Union["main", "next"]) -> None:	CODE
LOW	rustv1/tools/add_aws_config_feature.py	34	def update_sdk_dependencies(cargo: TOMLDocument, feature: str) -> None:	CODE
LOW	rustv1/tools/set_sdk_version.py	61	def update_sdk_dependencies(dependencies, branch: str) -> None:	CODE
LOW	rustv1/tools/set_sdk_version.py	85	def update_sdk(cargo: TOMLDocument, branch: str) -> None:	CODE
LOW	python/cross_service/aurora_item_tracker/item_list.py	20	logger = logging.getLogger(__name__)	CODE
LOW	python/cross_service/aurora_item_tracker/storage.py	15	logger = logging.getLogger(__name__)	CODE
LOW	python/cross_service/aurora_item_tracker/report.py	28	logger = logging.getLogger(__name__)	CODE
LOW	…ss_service/aurora_rest_lending_library/library_demo.py	25	logger = logging.getLogger(__name__)	CODE
LOW	…/aurora_rest_lending_library/rds_tools/aurora_tools.py	21	logger = logging.getLogger(__name__)	CODE
LOW	…service/aurora_rest_lending_library/library_api/app.py	20	logger = logging.getLogger(__name__)	CODE
LOW	…lending_library/library_api/chalicelib/library_data.py	36	logger = logging.getLogger(__name__)	CODE
LOW	…ng_library/library_api/chalicelib/postgresql_helper.py	18	logger = logging.getLogger(__name__)	CODE
LOW	python/cross_service/topics_and_queues/sns_wrapper.py	15	logger = logging.getLogger(__name__)	CODE
LOW	python/cross_service/topics_and_queues/sqs_wrapper.py	15	logger = logging.getLogger(__name__)	CODE
LOW	…ervice/topics_and_queues/topics_and_queues_scenario.py	37	logger = logging.getLogger(__name__)	CODE
LOW⚡	…ervice/topics_and_queues/topics_and_queues_scenario.py	110	def _setup_topic(self) -> None:	STRING
LOW	…ervice/topics_and_queues/topics_and_queues_scenario.py	159	def _setup_queues(self) -> None:	STRING
LOW	…ss_service/apigateway_websocket_chat/websocket_chat.py	24	logger = logging.getLogger(__name__)	CODE
LOW	…/stepfunctions_messenger/stepfunctions_statemachine.py	16	logger = logging.getLogger(__name__)	CODE
LOW	…_service/stepfunctions_messenger/stepfunctions_demo.py	21	logger = logging.getLogger(__name__)	CODE
LOW	python/cross_service/textract_explorer/textract_app.py	19	logger = logging.getLogger(__name__)	CODE
LOW	…on/cross_service/textract_explorer/textract_wrapper.py	16	logger = logging.getLogger(__name__)	CODE
LOW	…ss_service/textract_explorer/textract_demo_launcher.py	20	logger = logging.getLogger(__name__)	CODE
LOW	python/cross_service/photo_analyzer/api/analysis.py	9	logger = logging.getLogger(__name__)	CODE
LOW	python/cross_service/photo_analyzer/api/photo_list.py	11	logger = logging.getLogger(__name__)	CODE
LOW	python/cross_service/photo_analyzer/api/app.py	28	logger = logging.getLogger(__name__)	CODE
LOW	python/cross_service/photo_analyzer/api/photo.py	8	logger = logging.getLogger(__name__)	CODE
LOW	python/cross_service/photo_analyzer/api/report.py	10	logger = logging.getLogger(__name__)	CODE
LOW	python/cross_service/dynamodb_item_tracker/item_list.py	20	logger = logging.getLogger(__name__)	CODE
LOW	python/cross_service/dynamodb_item_tracker/storage.py	17	logger = logging.getLogger(__name__)	CODE
LOW	python/cross_service/dynamodb_item_tracker/app.py	29	logger = logging.getLogger(__name__)	CODE
LOW	python/cross_service/dynamodb_item_tracker/report.py	26	logger = logging.getLogger(__name__)	CODE
LOW	python/demo_tools/retries.py	8	logger = logging.getLogger(__name__)	CODE
LOW	python/demo_tools/custom_waiter.py	13	logger = logging.getLogger(__name__)	CODE
LOW	…ple_code/auto-scaling/scenario_groups_and_instances.py	44	logger = logging.getLogger(__name__)	CODE
LOW	python/example_code/auto-scaling/action_wrapper.py	16	logger = logging.getLogger(__name__)	CODE
LOW	python/example_code/auto-scaling/action_wrapper.py	93	def update_group(self, group_name: str, **kwargs: Any) -> None:	CODE
LOW	python/example_code/auto-scaling/action_wrapper.py	249	def set_desired_capacity(self, group_name: str, capacity: int) -> None:	CODE
LOW	python/example_code/kinesis/streams/kinesis_stream.py	15	logger = logging.getLogger(__name__)	CODE
LOW	…thon/example_code/pinpoint/pinpoint_send_email_smtp.py	18	logger = logging.getLogger(__name__)	CODE
LOW	…code/pinpoint/pinpoint_send_templated_email_message.py	16	logger = logging.getLogger(__name__)	CODE
LOW	…example_code/pinpoint/pinpoint_send_sms_message_api.py	17	logger = logging.getLogger(__name__)	CODE
LOW	…ample_code/pinpoint/pinpoint_send_email_message_api.py	17	logger = logging.getLogger(__name__)	CODE
LOW	…e_code/pinpoint/pinpoint_send_templated_sms_message.py	16	logger = logging.getLogger(__name__)	CODE
LOW	…n/example_code/organizations/organizations_policies.py	18	logger = logging.getLogger(__name__)	CODE
LOW	python/example_code/ssm/ops_item.py	9	logger = logging.getLogger(__name__)	CODE
LOW	python/example_code/ssm/ssm_getting_started.py	31	logger = logging.getLogger(__name__)	CODE
LOW	python/example_code/ssm/document.py	10	logger = logging.getLogger(__name__)	CODE
LOW	python/example_code/ssm/maintenance_window.py	9	logger = logging.getLogger(__name__)	CODE
LOW	python/example_code/secretsmanager/get_secret_value.py	13	logger = logging.getLogger(__name__)	CODE
LOW	…/example_code/secretsmanager/batch_get_secret_value.py	14	logger = logging.getLogger(__name__)	CODE
LOW	python/example_code/kms/grant_management.py	18	logger = logging.getLogger(__name__)	CODE
LOW	python/example_code/kms/alias_management.py	18	logger = logging.getLogger(__name__)	CODE
LOW	python/example_code/kms/key_management.py	18	logger = logging.getLogger(__name__)	CODE
LOW	python/example_code/kms/key_policies.py	19	logger = logging.getLogger(__name__)	CODE
LOW	python/example_code/kms/key_policies.py	92	def set_policy(self, key_id: str, policy: dict[str, any]) -> None:	CODE
LOW	python/example_code/kms/key_policies.py	140	def set_new_policy(self, key_id: str, policy: dict[str, any]) -> None:	CODE
LOW	python/example_code/kms/key_encryption.py	17	logger = logging.getLogger(__name__)	CODE
LOW	python/example_code/cloudwatch/cloudwatch_basics.py	20	logger = logging.getLogger(__name__)	CODE
LOW	python/example_code/glue/glue_wrapper.py	14	logger = logging.getLogger(__name__)	CODE
143 more matches not shown…

Hallucination Indicators17 hits · 160 pts

Severity	File	Line	Snippet	Context
CRITICAL	steering_docs/kotlin-tech/tests.md	226	{createdAt} = aws.smithy.kotlin.runtime.time.Instant.now()	CODE
CRITICAL	steering_docs/kotlin-tech/tests.md	227	{updatedAt} = aws.smithy.kotlin.runtime.time.Instant.now()	CODE
CRITICAL	kotlin/usecases/creating_photo_analyzer_app/README.md	323	org.apache.commons.io.IOUtils.copy(excelData, response?.outputStream)	CODE
CRITICAL	kotlin/usecases/creating_photo_analyzer_app/README.md	342	org.apache.commons.io.IOUtils.copy(`is`, response.outputStream)	CODE
CRITICAL	…analyzer_app/src/main/kotlin/com/aws/photo/PhotoApp.kt	88	org.apache.commons.io.IOUtils.copy(excelData, response.outputStream)	CODE
CRITICAL	…analyzer_app/src/main/kotlin/com/aws/photo/PhotoApp.kt	106	org.apache.commons.io.IOUtils.copy(`is`, response.outputStream)	CODE
CRITICAL	…bedrock-runtime/src/test/kotlin/models/TestConverse.kt	18	ModelTest("Amazon Nova") { com.example.bedrockruntime.models.amazon.nova.text.converse() },	CODE
CRITICAL	…k-runtime/src/test/kotlin/models/TestConverseStream.kt	18	ModelTest("Amazon Nova") { com.example.bedrockruntime.models.amazon.nova.text.converseStream() },	CODE
CRITICAL	…rock-runtime/src/test/kotlin/models/TestInvokeModel.kt	18	ModelTest("Amazon Nova Canvas") { com.example.bedrockruntime.models.amazon.nova.canvas.invokeModel() },	CODE
CRITICAL	…on/src/main/java/location/scenario/LocationScenario.kt	576	sampleTime = aws.smithy.kotlin.runtime.time.Instant.now() // Timestamp of position update.	STRING
CRITICAL	javav2/usecases/creating_photo_analyzer_app/README.md	373	org.apache.commons.io.IOUtils.copy(is, response.getOutputStream());	CODE
CRITICAL	…p/src/main/java/com/example/photo/PhotoController.java	122	org.apache.commons.io.IOUtils.copy(is, response.getOutputStream());	CODE
CRITICAL	javav2/usecases/workflow_multiple_channels/README.md	633	software.amazon.awssdk.services.ses.model.Message msg = software.amazon.awssdk.services.ses.model.Message.bu	CODE
CRITICAL	javav2/usecases/creating_photo_analyzer_async/README.md	394	org.apache.commons.io.IOUtils.copy(is, response.getOutputStream());	CODE
CRITICAL	…c/src/main/java/com/example/photo/PhotoController.java	119	org.apache.commons.io.IOUtils.copy(is, response.getOutputStream());	CODE
CRITICAL	…n/src/main/java/com/example/rekognition/DetectPPE.java	76	software.amazon.awssdk.services.rekognition.model.Image rekImage = software.amazon.awssdk.services.rekogniti	STRING
CRITICAL	javav2/example_code/xray/src/test/java/XRayTest.java	33	org.apache.logging.log4j.LogManager.getContext(false);	CODE

Docstring Block Structure24 hits · 120 pts

Severity	File	Line	Snippet	Context
HIGH	…v3/example_code/codepipeline/MyCodePipelineFunction.py	22	Finds the artifact 'name' among the 'artifacts' Args: artifacts: The list of artifacts available to the fun	STRING
HIGH	…v3/example_code/codepipeline/MyCodePipelineFunction.py	41	Gets the template artifact Downloads the artifact from the S3 artifact store to a temporary file then extracts	STRING
HIGH	…v3/example_code/codepipeline/MyCodePipelineFunction.py	69	Start a CloudFormation stack update Args: stack: The stack to update template: The template to appl	STRING
HIGH	…v3/example_code/codepipeline/MyCodePipelineFunction.py	97	Check if a stack exists or not Args: stack: The stack to check Returns: True or False dependin	STRING
HIGH	…v3/example_code/codepipeline/MyCodePipelineFunction.py	134	Get the status of an existing CloudFormation stack Args: stack: The name of the stack to check Returns	STRING
HIGH	…v3/example_code/codepipeline/MyCodePipelineFunction.py	283	Decodes the JSON user parameters and validates the required properties. Args: job_data: The job data struct	STRING
HIGH	…ample_code/s3/scenarios/batch/cloudformation_helper.py	103	Get CloudFormation stack outputs. Args: stack_name (str): Name of the CloudFormation stack	STRING
HIGH	…on/example_code/s3/scenarios/batch/s3_batch_wrapper.py	70	Upload files to S3 bucket including manifest file. Args: bucket_name (str): Target bucket	STRING
HIGH	…on/example_code/s3/scenarios/batch/s3_batch_wrapper.py	115	Create an S3 batch operation job. Args: account_id (str): AWS account ID role_	STRING
HIGH	…on/example_code/s3/scenarios/batch/s3_batch_wrapper.py	184	Check for any failure reasons of a batch job. Args: job_id (str): ID of the batch job	STRING
HIGH	…on/example_code/s3/scenarios/batch/s3_batch_wrapper.py	211	Wait for a job to reach the desired status. Args: job_id (str): ID of the batch job	STRING
HIGH	…le_demo/web/backend/routes/auth_flows/enhanced_flow.py	48	Gets an Identity ID from Amazon Cognito. Args: logins (dict, optional): Provider t	STRING
HIGH	…le_demo/web/backend/routes/auth_flows/enhanced_flow.py	71	Gets AWS credentials for an Identity ID. Args: identity_id (str): The Identity ID	STRING
HIGH	python/example_code/neptune/neptune_scenario.py	451	Creates a Neptune DB cluster and returns its identifier. Args: neptune_client (boto3.client): The Nept	STRING
HIGH	python/example_code/neptune/neptune_scenario.py	526	Creates a Neptune DB subnet group and returns its name and ARN. Args: neptune_client (boto3.client): T	STRING
HIGH	…on/example_code/codepipeline/MyCodePipelineFunction.py	46	Finds the artifact 'name' among the 'artifacts' Args: artifacts: The list of artifacts available to the fun	STRING
HIGH	…on/example_code/codepipeline/MyCodePipelineFunction.py	65	Gets the template artifact Downloads the artifact from the S3 artifact store to a temporary file then extracts	STRING
HIGH	…on/example_code/codepipeline/MyCodePipelineFunction.py	93	Start a CloudFormation stack update Args: stack: The stack to update template: The template to appl	STRING
HIGH	…on/example_code/codepipeline/MyCodePipelineFunction.py	121	Check if a stack exists or not Args: stack: The stack to check Returns: True or False dependin	STRING
HIGH	…on/example_code/codepipeline/MyCodePipelineFunction.py	158	Get the status of an existing CloudFormation stack Args: stack: The name of the stack to check Returns	STRING
HIGH	…on/example_code/codepipeline/MyCodePipelineFunction.py	307	Decodes the JSON user parameters and validates the required properties. Args: job_data: The job data struct	STRING
HIGH	…de/firehose/scenarios/firehose-put-actions/firehose.py	188	Create a record entry for Firehose. Args: record (dict): The data record to be sent.	STRING
HIGH	steering_docs/python-tech/feature_scenario.md	584	Deploy a CloudFormation stack. Args: stack_name: Name of the stack to create t	STRING
HIGH	steering_docs/python-tech/feature_scenario.md	938	Description of what this operation does. Args: parameter: Description of parameter	STRING

AI Response Leakage14 hits · 120 pts

Severity	File	Line	Snippet	Context
HIGH⚡	…thon/example_code/signv4/v4-signing-get-querystring.py	89	# Step 4: Create the canonical query string. In this example, request	COMMENT
HIGH⚡	python/example_code/signv4/v4-signing-get-authheader.py	72	# Step 3: Create the canonical query string. In this example (a GET request),	COMMENT
HIGH⚡	python/example_code/signv4/v4-signing-get-post.py	87	## Step 3: Create the canonical query string. In this example, request	COMMENT
HIGH⚡	python/example_code/signv4/v4-signing-get-post.py	118	# Step 6: Create payload hash. In this example, the payload (body of	COMMENT
HIGH	…grass/snippets/connector_image_classification_usage.py	62	# In this example, the required AWS Lambda handler is never called.	COMMENT
HIGH	…xample_code/greengrass/snippets/connector_sns_usage.py	32	# In this example, the required AWS Lambda handler is never called.	COMMENT
HIGH	…e/greengrass/snippets/connector_serial_stream_usage.py	32	# In this example, the required AWS Lambda handler is never called.	COMMENT
HIGH	…reengrass/snippets/connector_raspberrypi_gpio_usage.py	29	# In this example, the required AWS Lambda handler is never called.	COMMENT
HIGH	…/connector_servicenow_metricsbase_integration_usage.py	40	# In this example, the required AWS Lambda handler is never called.	COMMENT
HIGH	…code/greengrass/snippets/connector_modbus_rtu_usage.py	40	# In this example, the required AWS Lambda handler is never called.	COMMENT
HIGH	…grass/snippets/connector_twilio_notifications_usage.py	38	# In this example, the required AWS Lambda handler is never called.	COMMENT
HIGH	…engrass/snippets/connector_splunk_integration_usage.py	32	# In this example, the required AWS Lambda handler is never called.	COMMENT
HIGH	…engrass/snippets/connector_cloudwatch_metrics_usage.py	46	# In this example, the required AWS Lambda handler is never called.	COMMENT
HIGH	…reengrass/snippets/connector_kinesis_firehose_usage.py	35	# In this example, the required AWS Lambda handler is never called.	COMMENT

Example Usage Blocks75 hits · 112 pts

Severity	File	Line	Snippet	Context
LOW	.tools/docker-images/run-in-container.sh	7	# Usage:	COMMENT
LOW	.tools/docker-images/build-all.sh	7	# Usage:	COMMENT
LOW	…le_code/eventbridge/cw-ruby-example-send-events-ec2.rb	758	# Example usage:	COMMENT
LOW	ruby/example_code/cloudwatch/alarm_actions.rb	118	# Example usage:	COMMENT
LOW	ruby/example_code/cloudwatch/show_alarms.rb	71	# Example usage:	COMMENT
LOW	ruby/example_code/cloudwatch/metrics_basics.rb	103	# Example usage:	COMMENT
LOW	ruby/example_code/cloudwatch/create_alarm.rb	90	# Example usage:	COMMENT
LOW	ruby/example_code/cloudwatch/alarm_basics.rb	139	# Example usage:	COMMENT
LOW	ruby/example_code/s3/object_put_sse.rb	31	# Example usage:	COMMENT
LOW	ruby/example_code/s3/object_presigned_url_upload.rb	25	# Example usage:	COMMENT
LOW	ruby/example_code/s3/auth_session_token_request_test.rb	169	# Example usage:	COMMENT
LOW	ruby/example_code/s3/object_upload_file.rb	33	# Example usage:	COMMENT
LOW	ruby/example_code/s3/object_copy.rb	34	# Example usage:	COMMENT
LOW	ruby/example_code/s3/object_put.rb	31	# Example usage:	COMMENT
LOW	…/example_code/s3/auth_federation_token_request_test.rb	105	# Example usage:	COMMENT
LOW	ruby/example_code/s3/object_get_encryption.rb	31	# Example usage:	COMMENT
LOW	ruby/example_code/s3/bucket_put_encryption.rb	42	# Example usage:	COMMENT
LOW	ruby/example_code/s3/bucket_cors.rb	76	# Example usage:	COMMENT
LOW	ruby/example_code/s3/bucket_list.rb	37	# Example usage:	COMMENT
LOW	ruby/example_code/s3/bucket_put_website.rb	39	# Example usage:	COMMENT
LOW	ruby/example_code/s3/bucket_create.rb	47	# Example usage:	COMMENT
LOW	ruby/example_code/s3/object_get.rb	31	# Example usage:	COMMENT
LOW	ruby/example_code/s3/object_exists.rb	31	# Example usage:	COMMENT
LOW	ruby/example_code/s3/object_copy_encrypt.rb	35	# Example usage:	COMMENT
LOW	ruby/example_code/s3/auth_request_object_keys.rb	43	# Example usage:	COMMENT
LOW	ruby/example_code/s3/bucket_list_objects.rb	39	# Example usage:	COMMENT
LOW	ruby/example_code/s3/bucket_policy.rb	61	# Example usage:	COMMENT
LOW	…ple_code/s3/encryption_v2/s3_get_cskms_decrypt_item.rb	52	# Example usage:	COMMENT
LOW	…code/s3/encryption_v2/s3_ruby_example_add_cspk_item.rb	56	# Example usage:	COMMENT
LOW	…ple_code/s3/encryption_v2/s3_get_csaes_decrypt_item.rb	54	# Example usage:	COMMENT
LOW	…code/s3/encryption_v2/s3_ruby_example_get_cspk_item.rb	51	# Example usage:	COMMENT
LOW	…ple_code/s3/encryption_v2/s3_add_cskms_encrypt_item.rb	58	# Example usage:	COMMENT
LOW	…ple_code/s3/encryption_v2/s3_add_csaes_encrypt_item.rb	84	# Example usage:	COMMENT
LOW	ruby/example_code/sns/show_subscriptions.rb	30	# Example usage:	COMMENT
LOW	ruby/example_code/sns/create_topic.rb	30	# Example usage:	COMMENT
LOW	ruby/example_code/sns/enable_resource.rb	62	# Example usage:	COMMENT
LOW	ruby/example_code/sns/send_message.rb	32	# Example usage:	COMMENT
LOW	ruby/example_code/sns/show_topics.rb	35	# Example usage:	COMMENT
LOW	ruby/example_code/elasticbeanstalk/list_apps.rb	45	# Example usage:	COMMENT
LOW	ruby/example_code/elasticbeanstalk/list_stacks.rb	50	# Example usage:	COMMENT
LOW	ruby/example_code/elasticbeanstalk/update_app.rb	103	# Example usage:	COMMENT
LOW	ruby/example_code/sqs/receive_messages.rb	71	# Example usage:	COMMENT
LOW	ruby/example_code/sqs/create_queue.rb	43	# Example usage:	COMMENT
LOW	ruby/example_code/sqs/send_message.rb	57	# Example usage:	COMMENT
LOW	ruby/example_code/iam/attach_user_policy.rb	79	# Example usage:	COMMENT
LOW	ruby/example_code/iam/list_users.rb	92	# Example usage:	COMMENT
LOW	ruby/example_code/iam/list_groups.rb	33	# Example usage:	COMMENT
LOW	ruby/example_code/iam/list_saml_providers.rb	34	# Example usage:	COMMENT
LOW	ruby/example_code/iam/manage_server_certificates.rb	72	# Example usage:	COMMENT
LOW	ruby/example_code/iam/get_account_password_policy.rb	30	# Example usage:	COMMENT
LOW	ruby/example_code/iam/manage_roles.rb	189	# Example usage:	COMMENT
LOW	ruby/example_code/iam/manage_users.rb	188	# Example usage:	COMMENT
LOW	ruby/example_code/iam/attach_role_policy.rb	100	# Example usage:	COMMENT
LOW	ruby/example_code/iam/manage_access_keys.rb	85	# Example usage:	COMMENT
LOW	ruby/example_code/iam/list_admins.rb	57	# Example usage:	COMMENT
LOW	ruby/example_code/iam/manage_account_aliases.rb	56	# Example usage:	COMMENT
LOW	ruby/example_code/ses/v1/ses_get_statistics.rb	49	# Example usage:	COMMENT
LOW	ruby/example_code/ec2/ec2-ruby-example-create-vpc.rb	52	# Example usage:	COMMENT
LOW	…ple_code/ec2/ec2-ruby-example-get-all-instance-info.rb	30	# Example usage:	COMMENT
LOW	…ode/ec2/ec2-ruby-example-regions-availability-zones.rb	85	# Example usage:	COMMENT
15 more matches not shown…

Deep Nesting107 hits · 105 pts

Severity	File	Line	Context
LOW	rustv1/tools/set_sdk_version.py	61	CODE
LOW	python/test_tools/dynamodb_stubber.py	61	CODE
LOW	python/test_tools/stubber_factory.py	79	CODE
LOW	python/test_tools/s3_stubber.py	79	CODE
LOW	python/test_tools/sns_stubber.py	120	CODE
LOW	python/test_tools/iot_sitewise_stubber.py	115	CODE
LOW	python/cross_service/resilient_service/runner.py	320	CODE
LOW	python/cross_service/resilient_service/runner.py	164	CODE
LOW	python/cross_service/resilient_service/auto_scaler.py	719	CODE
LOW	…oss_service/resilient_service/test/resources/server.py	41	CODE
LOW	python/cross_service/apigateway_covid-19_tracker/app.py	93	CODE
LOW	…ss_service/aurora_rest_lending_library/library_demo.py	278	CODE
LOW	python/cross_service/topics_and_queues/sqs_wrapper.py	186	CODE
LOW	…ervice/topics_and_queues/topics_and_queues_scenario.py	253	CODE
LOW	…ervice/topics_and_queues/topics_and_queues_scenario.py	301	CODE
LOW	…ervice/topics_and_queues/topics_and_queues_scenario.py	349	CODE
LOW	…ss_service/apigateway_websocket_chat/websocket_chat.py	408	CODE
LOW	…cross_service/apigateway_websocket_chat/lambda_chat.py	131	CODE
LOW	…/stepfunctions_messenger/stepfunctions_statemachine.py	110	CODE
LOW	python/cross_service/photo_analyzer/api/report.py	29	CODE
LOW	…ple_code/auto-scaling/scenario_groups_and_instances.py	290	CODE
LOW	python/example_code/kms/alias_management.py	114	CODE
LOW	python/example_code/kms/key_management.py	83	CODE
LOW	python/example_code/s3/s3_basics/presigned_url.py	46	CODE
LOW	…ple_code/s3/scenarios/conditional_requests/scenario.py	157	CODE
LOW	…on/example_code/s3/scenarios/object-locking/cleanup.py	207	CODE
LOW	…on/example_code/s3/scenarios/batch/s3_batch_wrapper.py	210	CODE
LOW	…on/example_code/s3/scenarios/batch/s3_batch_wrapper.py	258	CODE
LOW	…on/example_code/s3/scenarios/batch/s3_batch_wrapper.py	310	CODE
LOW	python/example_code/s3/s3_versioning/revise_stanza.py	21	CODE
LOW	…/example_code/s3/s3_versioning/remove_delete_marker.py	21	CODE
LOW	…thon/example_code/s3/s3_versioning/batch_versioning.py	50	CODE
LOW	…thon/example_code/s3/s3_versioning/batch_versioning.py	290	CODE
LOW	…tachments_scenario/scenario_sesv2_email_attachments.py	334	CODE
LOW	python/example_code/emr/emr_usage_demo.py	277	CODE
LOW	python/example_code/emr/emr_usage_demo.py	481	CODE
LOW	python/example_code/emr/install_libraries.py	19	CODE
LOW	python/example_code/emr/test/test_install_libraries.py	27	CODE
LOW	…hon/example_code/controltower/scenario_controltower.py	43	CODE
LOW	…hon/example_code/controltower/scenario_controltower.py	219	CODE
LOW	…udwatch-logs/scenarios/large-query/cloudwatch_query.py	104	CODE
LOW	python/example_code/sns/sns_basics.py	207	CODE
LOW	…on/example_code/api-gateway/aws_service/aws_service.py	423	CODE
LOW	…/example_code/cognito/scenario_signup_user_with_mfa.py	46	CODE
LOW	…ntity_pools_example_demo/web/backend/oauth_handlers.py	23	CODE
LOW	…dentity_pools_example_demo/web/backend/oauth_server.py	174	CODE
LOW	…dentity_pools_example_demo/web/backend/oauth_server.py	358	CODE
LOW	…le_demo/web/backend/routes/auth_flows/enhanced_flow.py	147	CODE
LOW	…ample_demo/web/backend/routes/auth_flows/basic_flow.py	210	CODE
LOW	python/example_code/glacier/glacier_basics.py	123	CODE
LOW	…_code/bedrock-agent-runtime/flows/flow-conversation.py	23	CODE
LOW	…_code/bedrock-agent-runtime/flows/flow-conversation.py	92	CODE
LOW	python/example_code/neptune/neptune_scenario.py	302	CODE
LOW	python/example_code/neptune/neptune_scenario.py	583	CODE
LOW	…thon/example_code/dynamodb/batching/dynamo_batching.py	258	CODE
LOW	python/example_code/iot/scenario_iot_basics.py	95	CODE
LOW	python/example_code/iot/test/test_iot_integration.py	17	CODE
LOW	python/example_code/iam/account_wrapper.py	236	CODE
LOW	python/example_code/iam/service_linked_roles.py	48	CODE
LOW	…code/iam/test/test_scenario_create_user_assume_role.py	69	CODE
47 more matches not shown…

Fake / Example Data65 hits · 71 pts

Severity	File	Line	Snippet	Context
LOW	…v1/cross_service/rest_ses/tests/api/work_item/happy.rs	19	work_item::{fake_description, fake_guide, fake_name},	CODE
LOW	…v1/cross_service/rest_ses/tests/api/work_item/happy.rs	23	let name = fake_name();	CODE
LOW	…stv1/cross_service/rest_ses/tests/api/work_item/mod.rs	13	pub fn fake_name() -> String {	CODE
LOW	rustv1/examples/s3/testfile.txt	1	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Mauris nulla dolor, varius vel vehicula vitae, dapibus id tellu	CODE
LOW	rustv1/examples/s3/testfile.txt	1	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Mauris nulla dolor, varius vel vehicula vitae, dapibus id tellu	CODE
LOW	rustv1/examples/ses/tests/test_newsletter.rs	447	.contacts(Contact::builder().email_address("user@example.com").build())	CODE
LOW	rustv1/examples/ses/tests/test_newsletter.rs	456	.contains(&"user@example.com".into())	CODE
LOW	rustv1/examples/ses/tests/test_newsletter.rs	520	.contacts(Contact::builder().email_address("user@example.com").build())	CODE
LOW	rustv1/examples/ses/tests/test_newsletter.rs	529	.contains(&"user@example.com".into())	CODE
LOW	rustv1/examples/ses/tests/test_newsletter.rs	564	.contacts(Contact::builder().email_address("user@example.com").build())	CODE
LOW	rustv1/examples/ses/tests/test_newsletter.rs	573	.contains(&"user@example.com".into())	CODE
LOW	rustv1/examples/ses/tests/test_newsletter.rs	610	.contacts(Contact::builder().email_address("user@example.com").build())	CODE
LOW	rustv1/examples/ses/tests/test_newsletter.rs	619	.contains(&"user@example.com".into())	CODE
LOW	rustv1/examples/ses/tests/test_newsletter.rs	652	.contacts(Contact::builder().email_address("user@example.com").build())	CODE
LOW	rustv1/examples/ses/tests/test_newsletter.rs	661	.contains(&"user@example.com".into())	CODE
LOW	javascriptv3/example_code/entityresolution/data.json	2	{ "id": "1", "name": "Jane Doe", "email": "jane.doe@example.com" },	CODE
LOW	javascriptv3/example_code/entityresolution/data.json	3	{ "id": "2", "name": "John Doe", "email": "john.doe@example.com" },	CODE
LOW	python/test_tools/organizations_stubber.py	116	"MasterAccountEmail": "admin@example.org"	CODE
LOW	python/test_tools/organizations_stubber.py	139	"MasterAccountEmail": "admin@example.org"	CODE
LOW	python/test_tools/iot_sitewise_stubber.py	203	"portalContactEmail" : "user@example.com",	CODE
LOW⚡	…code/sesv2/newsletter_scenario/test/newsletter_test.py	122	@patch("builtins.input", return_value="user@example.com")	CODE
LOW⚡	…code/sesv2/newsletter_scenario/test/newsletter_test.py	132	email_variants = get_subaddress_variants("user@example.com", 3)	CODE
LOW	…code/sesv2/newsletter_scenario/test/newsletter_test.py	144	@patch("builtins.input", return_value="user@example.com")	CODE
LOW⚡	…code/sesv2/newsletter_scenario/test/newsletter_test.py	161	email_variants = get_subaddress_variants("user@example.com", 3)	CODE
LOW⚡	…code/sesv2/newsletter_scenario/test/newsletter_test.py	165	@patch("builtins.input", return_value="user@example.com")	CODE
LOW	…code/sesv2/newsletter_scenario/test/newsletter_test.py	185	email_variants = get_subaddress_variants("user@example.com", 3)	CODE
LOW	…/iotsitewise/test/test_iot_sitewise_getting_started.py	70	self.contact_email = "user@example.com"	CODE
LOW	python/example_code/ses/ses_receipt_handler.py	284	email = "example@example.org"	CODE
LOW	python/example_code/ses/test/test_ses_identities.py	116	identities = ["test@example.com", "anotherone@example.org"]	CODE
LOW	…ample_code/greengrass/test/test_greengrass_snippets.py	75	event = {"to_name": "test name", "to_number": "555-0101", "temperature": 100}	CODE
LOW	php/example_code/s3/testfile.txt	1	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Mauris nulla dolor, varius vel vehicula vitae, dapibus id tellu	CODE
LOW	php/example_code/s3/testfile.txt	1	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Mauris nulla dolor, varius vel vehicula vitae, dapibus id tellu	CODE
LOW	…ognito/tests/gtest_getting_started_with_user_pools.cpp	23	"foo@bar.com", // Enter a valid email for the user:	CODE
LOW	…ognito/tests/gtest_getting_started_with_user_pools.cpp	41	"Value": "foo@bar.com"	CODE
LOW	…ple_code/acm/tests/mock_input/DescribeCertificate.json	12	"admin@example.com",	CODE
LOW	…ple_code/acm/tests/mock_input/DescribeCertificate.json	26	"admin@example.com",	CODE
LOW⚡	swift/modules/SwiftUtilities/README.md	40	Returns a Lorem Ipsum-style string containing the specified number of randomly	CODE
LOW⚡	swift/modules/SwiftUtilities/README.md	42	Lorem Ipsum text are returned. Each paragraph is four to eight sentences long,	CODE
LOW⚡	swift/modules/SwiftUtilities/README.md	45	The Lorem Ipsum text is suitable for use in test files and example strings	CODE
LOW	swift/modules/SwiftUtilities/README.md	56	A `String` containing up to `paragraphs` paragraphs of Lorem Ipsum-style	CODE
LOW	…ties/Tests/SwiftUtilitiesTests/FakeryStringTests.swift	42	/// Confirm that creating a Lorem Ipsum string results in the	COMMENT
LOW⚡	…ftUtilities/Sources/SwiftUtilities/String_Fakery.swift	6	Lorem Ipsum-style strings, using the Fakery library.	CODE
LOW⚡	…ftUtilities/Sources/SwiftUtilities/String_Fakery.swift	13	/// Return a new randomly generated Lorem Ipsum-style string	COMMENT
LOW⚡	…ftUtilities/Sources/SwiftUtilities/String_Fakery.swift	18	/// random Lorem Ipsum paragraphs. Each paragraph contains	COMMENT
LOW	scenarios/basics/entity_resolution/SPECIFICATION.md	151	{"id":"1","name":"Jane Doe","email":"jane.doe@example.com"}	CODE
LOW	scenarios/basics/entity_resolution/SPECIFICATION.md	152	{"id":"2","name":"John Doe","email":"john.doe@example.com"}	CODE
LOW	…2_weekly_mailer/content/61a_NewsletterWorkflow.java.md	167	* @param baseEmail The base email address (e.g., "user@example.com")	STRING
LOW	javascript/example_code/kinesis/blog_page.html	44	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Vestibulum vitae nulla eget nisl bibendum feugi	CODE
LOW	javascript/example_code/kinesis/blog_page.html	44	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Vestibulum vitae nulla eget nisl bibendum feugi	CODE
LOW	…code/s3/src/main/resources/directoryBucket/sample1.txt	2	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Collatio igitur ista te nihil iuvat. Honesta oratio, Socratica,	CODE
LOW	…code/s3/src/main/resources/directoryBucket/sample1.txt	2	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Collatio igitur ista te nihil iuvat. Honesta oratio, Socratica,	CODE
LOW	…code/s3/src/main/resources/directoryBucket/sample2.txt	2	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Itaque nostrum est-quod nostrum dico, artis est-ad ea principia	CODE
LOW	…code/s3/src/main/resources/directoryBucket/sample2.txt	2	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Itaque nostrum est-quod nostrum dico, artis est-ad ea principia	CODE
LOW	…ava/com/example/entity/scenario/EntityResScenario.java	114	{"id":"1","name":"Jane Doe","email":"jane.doe@example.com"}	CODE
LOW	…ava/com/example/entity/scenario/EntityResScenario.java	115	{"id":"2","name":"John Doe","email":"john.doe@example.com"}	CODE
LOW	…ava/com/example/entity/scenario/EntityResScenario.java	350	For example 'John Doe Jr.' compared to 'John Doe'.	CODE
LOW	…ain/java/com/example/sqs/MessageAttributesExample.java	91	.stringValue("Jane Doe")	CODE
LOW	…est/java/com/example/sesv2/NewsletterWorkflowTest.java	194	when(scanner.nextLine()).thenReturn("user@example.com");	CODE
LOW	…est/java/com/example/sesv2/NewsletterWorkflowTest.java	215	when(scanner.nextLine()).thenReturn("user@example.com");	CODE
LOW	…est/java/com/example/sesv2/NewsletterWorkflowTest.java	244	String baseEmail = "user@example.com";	CODE
5 more matches not shown…

Slop Phrases33 hits · 50 pts

Severity	File	Line	Snippet	Context
MEDIUM	rustv1/examples/sdk-config/src/bin/no_env.rs	46	/// WARNING: This example is for demonstration purposes only. Your code should always	COMMENT
MEDIUM	rustv1/examples/sending-presigned-requests/src/main.rs	120	// It's only here for demonstration purposes; Don't use this unless you're confident	COMMENT
LOW	…kScenario/S3ObjectLockWorkflow/S3ObjectLockWorkflow.cs	383	"Don't forget to delete them when you're done with them or you might incur unexpected charges."	CODE
LOW	…S3ConditionalRequests/S3ConditionalRequestsScenario.cs	271	"Don't forget to delete them when you're done with them or you might incur unexpected charges."	CODE
LOW	…e/ResilientServiceWorkflow/ResilientServiceWorkflow.cs	425	"Don't forget to delete them when you're done with them or you might incur unexpected charges."	CODE
MEDIUM	…code/bedrock-agent/actions/list-agent-action-groups.js	34	pageSize: 10, // optional, added for demonstration purposes	CODE
MEDIUM	…code/bedrock-agent/actions/list-agent-action-groups.js	76	maxResults: 10, // optional, added for demonstration purposes	CODE
MEDIUM	…ptv3/example_code/bedrock-agent/actions/list-agents.js	26	pageSize: 10, // optional, added for demonstration purposes	CODE
MEDIUM	…ptv3/example_code/bedrock-agent/actions/list-agents.js	58	maxResults: 10, // optional, added for demonstration purposes	CODE
LOW	…de/cross-services/wkflw-resilient-service/constants.js	119	"This concludes the demo. Don't forget to run the destroy steps to clean up the resources. Do you want to reset the	CODE
LOW	…/example_code/cognito/scenario_signup_user_with_mfa.py	167	print("Don't forget to delete your user pool when you're done with this example.")	CODE
LOW⚡	…ample_code/dynamodb/GettingStarted/update_and_query.py	274	print("Don't forget to delete the table when you're done.")	CODE
LOW	…modb/GettingStarted/scenario_getting_started_movies.py	555	"Don't forget to delete the table when you're done or you might incur "	CODE
MEDIUM	…e_code/bedrock-agent/knowledge_bases/knowledge_base.py	58	# you can use the quick-create flow to have Knowledge Bases create the collection for you.	COMMENT
MEDIUM	…/example_code/comprehend/comprehend_classifier_demo.py	152	Gets input issues from GitHub. For demonstration purposes, input issues	STRING
LOW	…ode/s3-directory-buckets/s3_express_getting_started.py	130	print("Skipping the VPC setup. Don't forget to use this in production!")	CODE
MEDIUM	python/example_code/sts/assume_role_mfa.py	47	For demonstration purposes, the user is created in the same account as the role,	STRING
LOW	gov2/s3/scenarios/scenario_get_started.go	149	log.Println("Okay. Don't forget to delete objects from your bucket to avoid charges.")	CODE
LOW	gov2/s3/scenarios/scenario_large_objects.go	105	log.Println("Okay. Don't forget to delete objects from your bucket to avoid charges.")	CODE
LOW	gov2/dynamodb/scenarios/scenario_movie_table.go	193	log.Println("Don't forget to delete the table when you're done or you might " +	CODE
LOW	gov2/lambda/scenarios/scenario_get_started_functions.go	283	log.Println("Okay. Don't forget to delete the resources when you're done with them.")	CODE
MEDIUM	…/src/main/java/aws/example/s3/CreateBucketWithACL.java	30	// calls below. It is included here for demonstration purposes.	COMMENT
MEDIUM	kotlin/usecases/cognito_flutter_mobile_app/pubspec.yaml	59	# included with your application, so that you can use the icons in	COMMENT
LOW	php/example_code/s3/express/S3ExpressBasics.php	103	echo "Skipping the VPC setup. Don't forget to use this in production!\n";	CODE
LOW	php/example_code/lambda/GettingStartedWithLambda.php	157	echo "\n\nAnd don't forget to clean up your data!\n";	CODE
MEDIUM	cpp/example_code/redshift/authorize_cluster_access.cpp	49	// is reasonable for demonstration purposes, but is not appropriate in	COMMENT
LOW	.dotnet/example_code_legacy/SNS/SnsSendMessage.cs	4	Don't forget to use the Visual Studio command prompt	CODE
LOW	.dotnet/example_code_legacy/SNS/SnsPublish.cs	4	Don't forget to use the Visual Studio command prompt	CODE
LOW	.dotnet/example_code_legacy/ec2/Ec2SpotCRUD.cs	4	Don't forget to use the Visual Studio command prompt	CODE
LOW	.tools/readmes/config.py	230	# Our redshift code lives in two different directories so make sure to regenerate readmes in BOTH direct	COMMENT
LOW	…e/dynamodb/basics/scenario_getting_started_dynamodb.rb	141	puts("Don't forget to delete the table when you're done!")	CODE
LOW	…_service/src/main/java/com/example/resilient/Main.java	119	Don't forget to delete them when you're done with them or you might incur unexpected charges.	CODE
LOW	…java/com/example/s3/express/S3DirectoriesScenario.java	395	logger.info("Skipping the VPC setup. Don't forget to use this in production!");	STRING

Redundant / Tautological Comments31 hits · 47 pts

Severity	File	Line	Snippet	Context
LOW	python/cross_service/apigateway_covid-19_tracker/app.py	24	app.debug = True # Set this to False for production use.	CODE
LOW	…tract_comprehend_notebook/test-texttract-comprehend.py	26	# Check if list returned	COMMENT
LOW	…service/aurora_rest_lending_library/library_api/app.py	24	app.debug = True # Set this to False for production use.	CODE
LOW	…hon/example_code/controltower/scenario_controltower.py	229	# Check if account is part of an organization	COMMENT
LOW	…dentity_pools_example_demo/web/backend/oauth_server.py	402	# Check if basic flow is requested	COMMENT
LOW	…le_demo/web/backend/routes/auth_flows/enhanced_flow.py	244	# Check if AWS credentials are available	COMMENT
LOW	…ample_demo/web/backend/routes/auth_flows/basic_flow.py	69	# Check if the identity pool has role mappings	COMMENT
LOW	…ample_demo/web/backend/routes/auth_flows/basic_flow.py	72	# Check if the identity pool has authenticated and unauthenticated roles	COMMENT
LOW	…ample_demo/web/backend/routes/auth_flows/basic_flow.py	98	# Check if the identity pool has the required roles	COMMENT
LOW	…_code/bedrock-agent-runtime/flows/flow-conversation.py	69	# Check if flow is complete.	COMMENT
LOW	…_code/bedrock-agent-runtime/flows/flow-conversation.py	73	# Check if more input us needed from user.	COMMENT
LOW	python/example_code/bedrock-agent/flows/run_flow.py	57	# Check if flow is complete.	COMMENT
LOW	…/example_code/bedrock-agent/flows/flow-conversation.py	69	# Check if flow is complete.	COMMENT
LOW	…/example_code/bedrock-agent/flows/flow-conversation.py	73	# Check if more input us needed from user.	COMMENT
LOW	python/example_code/deeplens/deeplens_view_output.py	128	# Output the result of inference to the fifo file so it can be viewed with mplayer.	COMMENT
LOW	…loudwatch_logs_large_query/resources/make-log-files.sh	52	# Increment timestamp	COMMENT
LOW	aws-cli/bash-linux/ec2/ec2_operations.sh	1107	# Check if instance ID is provided	COMMENT
LOW	aws-cli/bash-linux/ec2/ec2_operations.sh	1170	# Check if instance ID is provided	COMMENT
LOW	aws-cli/bash-linux/ec2/ec2_operations.sh	1233	# Check if instance ID is provided	COMMENT
LOW	aws-cli/bash-linux/ec2/ec2_operations.sh	1297	# Check if instance ID is provided	COMMENT
LOW	…s-cli/bash-linux/ec2/get_started_with_ec2_instances.sh	51	# Check if BASH_VERSION is set	COMMENT
LOW	…s-cli/bash-linux/ec2/get_started_with_ec2_instances.sh	715	# Check if the input is a valid integer	COMMENT
LOW	…s-cli/bash-linux/ec2/get_started_with_ec2_instances.sh	717	# Check if the input is within the specified range	COMMENT
LOW	…2/change-ec2-instance-type/change_ec2_instance_type.sh	182	# Check if the instance is currently running.	COMMENT
LOW⚡	.tools/test/stacks/images/scripts/delete_repository.py	48	# Check if 'examples' is in the repository name	COMMENT
LOW⚡	.tools/test/stacks/images/scripts/delete_repository.py	59	# Check if the script is run with the argument "delete_images"	COMMENT
LOW	.tools/scripts/pr_review_fix.py	522	# Check if we already posted suggestions for the latest review	COMMENT
LOW	.tools/readmes/render.py	339	# Check if the rendered text is different from the existing file	COMMENT
LOW	ruby/example_code/sqs/scenario_getting_started.rb	78	# Display the message's body and each custom attribute value.	COMMENT
LOW	ruby/example_code/iam/manage_roles.rb	125	# Check if the policy is a customer managed policy (not AWS managed)	COMMENT
LOW	ruby/example_code/polly/polly_synthesize_speech.rb	21	# Open file and get the contents as a string	COMMENT

Cross-Language Confusion5 hits · 30 pts

Severity	File	Line	Snippet	Context
HIGH	python/example_code/ecr/ecr_getting_started.py	240	resp = self.docker_client.api.push(	STRING
HIGH⚡	python/example_code/codecommit/push-in-parts.py	209	infos = self.remote_repo.push(tags=True, progress=progress_printer)	CODE
HIGH⚡	python/example_code/codecommit/push-in-parts.py	211	infos = self.remote_repo.push(	CODE
HIGH⚡	python/example_code/codecommit/push-in-parts.py	215	infos = self.remote_repo.push(progress=progress_printer)	CODE
HIGH	python/example_code/codecommit/push-in-parts.py	274	self.remote_repo.push(refspec=tags_to_delete)	CODE

AI Structural Patterns15 hits · 15 pts

Severity	File	Line	Context
LOW	python/test_tools/ssm_stubber.py	277	CODE
LOW	python/test_tools/rds_stubber.py	181	CODE
LOW	python/test_tools/sns_stubber.py	120	CODE
LOW	python/cross_service/aurora_item_tracker/storage.py	110	CODE
LOW	…lending_library/library_api/chalicelib/library_data.py	359	CODE
LOW	…lending_library/library_api/chalicelib/library_data.py	429	CODE
LOW	…lending_library/library_api/chalicelib/library_data.py	441	CODE
LOW	…ng_library/library_api/chalicelib/postgresql_helper.py	331	CODE
LOW	…lending_library/library_api/chalicelib/mysql_helper.py	259	CODE
LOW	…thon/example_code/bedrock-agent/flows/playlist_flow.py	231	CODE
LOW	python/example_code/lambda/lambda_handler_calculator.py	56	CODE
LOW	python/example_code/lambda/lambda_handler_basic.py	37	CODE
LOW	gov2/lambda/handlers/lambda_handler_calculator.py	56	CODE
LOW	gov2/lambda/handlers/lambda_handler_basic.py	37	CODE
LOW	.tools/lambda/KB_Updater/lambda_function.py	74	CODE

Modern AI Meta-Vocabulary2 hits · 6 pts

Severity	File	Line	Snippet	Context
MEDIUM	rustv1/examples/glue/src/run.rs	34	// --output_bucket_url: [URL to the scaffold bucket you created for the user]	COMMENT
MEDIUM	swift/example_code/glue/scenario/Sources/entry.swift	23	// * `--output_bucket_url: <URL to the scaffold bucket created for the	COMMENT

Synthetic Comment Markers1 hit · 5 pts

Severity	File	Line	Snippet	Context
HIGH	CONTRIBUTING.md	60	Items reviewed in this way must include a statement like "generated by AI	CODE

Analysis Overview

What These Metrics Mean

Score History

Severity Breakdown

Directory Score Breakdown

Pattern Findings