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Official
Premium
AWS
The AWS Source plugin extracts information from many of the supported services by Amazon Web Services (AWS) and loads it into any supported CloudQuery destination
Publisher
cloudquery
Latest version
v30.0.0
Type
Source
Platforms
Date Published
Price per 1M rows
Starting from $17
monthly free quota
1M rows
Set up process #
brew install cloudquery/tap/cloudquery
1. Download CLI and login
2. Create source and destination configs
Plugin configurationOverview #
The AWS Source plugin extracts information from many of the supported services by Amazon Web Services (AWS) and loads it into any supported CloudQuery destination (e.g. PostgreSQL, BigQuery, Snowflake, and more).
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Authentication #
The plugin needs to be authenticated with your account(s) in order to sync information from your cloud setup.
The plugin requires only read permissions (we will never make any changes to your cloud setup),
so, following the principle of the least privilege, it's recommended to grant it read-only permissions.
There are multiple ways to authenticate with AWS, and the plugin respects the AWS credential provider chain.
This means that AWS plugin will follow the following priorities when attempting to authenticate:
- The
AWS_ACCESS_KEY_ID
,AWS_SECRET_ACCESS_KEY
,AWS_SESSION_TOKEN
environment variables - The
credentials
andconfig
files in~/.aws
(thecredentials
file takes priority) - You can also use
aws sso
to authenticate the plugin - you can read more about it here - IAM roles for AWS compute resources (including EC2 instances, Fargate and ECS containers)
Environment Variables #
AWS plugin can use the credentials from the
AWS_ACCESS_KEY_ID
, AWS_SECRET_ACCESS_KEY
, and
AWS_SESSION_TOKEN
environment variables (AWS_SESSION_TOKEN
can be optional for some accounts).
For information on obtaining credentials, see the AWS guide.To export the environment variables (On Linux/Mac - similar for Windows):
export AWS_ACCESS_KEY_ID={Your AWS Access Key ID}
export AWS_SECRET_ACCESS_KEY={Your AWS secret access key}
export AWS_SESSION_TOKEN={Your AWS session token}
Shared Configuration files #
The plugin can use credentials from your
credentials
and config
files in the .aws
directory in your home folder.
The contents of these files are practically interchangeable, but AWS plugin will prioritize credentials in the credentials
file.For information about obtaining credentials, see the
AWS guide.
Here are example contents for a
credentials
file:[default]
aws_access_key_id = YOUR_ACCESS_KEY_ID
aws_secret_access_key = YOUR_SECRET_ACCESS_KEY
You can also specify credentials for a different profile, and instruct the plugin to use the credentials from this profile instead of the default one.
For example:
[myprofile]
aws_access_key_id = YOUR_ACCESS_KEY_ID
aws_secret_access_key = YOUR_SECRET_ACCESS_KEY
Then, you can either export the
AWS_PROFILE
environment variable (On Linux/Mac, similar for Windows):export AWS_PROFILE=myprofile
or, configure your desired profile in the
local_profile
field:accounts:
id: <account_alias>
local_profile: myprofile
IAM Roles for AWS Compute Resources #
The plugin can use IAM roles for AWS compute resources (including EC2 instances, Fargate and ECS containers).
If you configured your AWS compute resources with IAM, the plugin will use these roles automatically.
For more information on configuring IAM, see the AWS docs here
and here.
User Credentials with MFA #
In order to leverage IAM User credentials with MFA,
aws sts get-session-token
command may be used with the IAM User's long-term security credentials (Access Key and Secret Access Key).
For more information, see here.aws sts get-session-token --serial-number <YOUR_MFA_SERIAL_NUMBER> --token-code <YOUR_MFA_TOKEN_CODE> --duration-seconds 3600
Then export the temporary credentials to your environment variables.
export AWS_ACCESS_KEY_ID=<YOUR_ACCESS_KEY_ID>
export AWS_SECRET_ACCESS_KEY=<YOUR_SECRET_ACCESS_KEY>
export AWS_SESSION_TOKEN=<YOUR_SESSION_TOKEN>
Configuration #
Examples #
Basic example
kind: source
spec:
# Source spec section
name: aws
path: cloudquery/aws
registry: cloudquery
version: "v30.0.0"
tables: ["aws_ec2_instances"]
destinations: ["postgresql"]
# Learn more about the configuration options at https://cql.ink/aws_source
spec:
# Optional parameters
# regions: []
# accounts: []
# org: nil
# concurrency: 50000
# initialization_concurrency: 4
# aws_debug: false
# max_retries: 10
# max_backoff: 30
# custom_endpoint_url: ""
# custom_endpoint_hostname_immutable: nil # required when custom_endpoint_url is set
# custom_endpoint_partition_id: "" # required when custom_endpoint_url is set
# custom_endpoint_signing_region: "" # required when custom_endpoint_url is set
# use_paid_apis: false
# table_options: nil
# scheduler: shuffle # options are: dfs, round-robin or shuffle
# use_nested_table_rate_limiting: false
# enable_api_level_tracing: false
AWS Organization Example
The AWS plugin supports discovery of AWS Accounts via AWS Organizations.
This means that as Accounts get added or removed from your organization the plugin will be able to handle new or removed accounts without any configuration changes.
kind: source
spec:
name: aws
path: cloudquery/aws
registry: cloudquery
version: "v30.0.0"
tables: ['aws_s3_buckets']
destinations: ["postgresql"]
spec:
aws_debug: false
org:
admin_account:
local_profile: "<NAMED_PROFILE>"
member_role_name: OrganizationAccountAccessRole
regions:
- '*'
# Optional parameters
# regions: []
# accounts: []
# org: nil
# concurrency: 50000
# initialization_concurrency: 4
# aws_debug: false
# max_retries: 10
# max_backoff: 30
# custom_endpoint_url: ""
# custom_endpoint_hostname_immutable: nil # required when custom_endpoint_url is set
# custom_endpoint_partition_id: "" # required when custom_endpoint_url is set
# custom_endpoint_signing_region: "" # required when custom_endpoint_url is set
# use_paid_apis: false
# table_options: nil
# scheduler: shuffle # options are: dfs, round-robin or shuffle
Configuration spec #
This is the (nested) spec used by the AWS source plugin.
regions
([]string
) (default:[]
. Will use all enabled regions)Regions to use.accounts
([]Account
) (default: current account)List of all accounts to fetch information from.org
(Org
) (default: not used)In AWS organization mode, the plugin will source all accounts underneath automatically.concurrency
(integer
) (default:50000
)The best effort maximum number of Go routines to use. Lower this number to reduce memory usage.initialization_concurrency
(integer
) (default:4
)During initialization the AWS source plugin fetches information about each account and region. This setting controls how many accounts can be initialized concurrently.Only configurations with many accounts (either hardcoded or discovered via Organizations) should require modifying this setting, to either lower it to avoid rate limit errors, or to increase it to speed up the initialization process.scheduler
(string
) (default:shuffle
):The scheduler to use when determining the priority of resources to sync. Supported values aredfs
(depth-first search),round-robin
,shuffle
andshuffle-queue
.For more information about this, see performance tuning.aws_debug
(boolean
) (default:false
)Iftrue
, will log AWS debug logs, including retries and other request/response metadata.max_retries
(integer
) (default:10
)Defines the maximum number of times an API request will be retried.max_backoff
(integer
in seconds) (default:30
meaning30s
)Defines the maximum duration (in seconds) between retry attempts.use_nested_table_rate_limiting
(boolean
) (default:false
)Iftrue
, the plugin will limit the number of nested tables that are synced concurrently.enable_api_level_tracing
(boolean
) (default:false
)Iftrue
, the plugin will extend table level traces to include API requests to AWS Servicescustom_endpoint_url
(string
) (default: not used)The base URL endpoint the SDK API clients will use to make API calls to. The SDK will suffix URI path and query elements to this endpointcustom_endpoint_hostname_immutable
(boolean
) (default: not used)Specifies if the endpoint's hostname can be modified by the SDK's API client. When using something like LocalStack make sure to set it equal totrue
.custom_endpoint_partition_id
(string
) (default: not used)The AWS partition the endpoint belongs to.custom_endpoint_signing_region
(string
) (default: not used)The region that should be used for signing the request to the endpoint.use_paid_apis
(boolean
) (default:false
)When set totrue
plugin will sync data from APIs that incur a fee.Tables that require this setting to be set totrue
include (but not limited to):aws_costexplorer*
aws_cloudwatch_metric*
skip_specific_apis
(map
) (default: not used)This feature enables users to skip specific APIs where ever it is used. In cases where the skipped API call is enriching data from aList
call, the plugin will persist data from theList
call and skip the enriching API call.The format of theskip_specific_apis
object is as follows:skip_specific_apis: <aws_service>: <api_action>: true
Â
An example of the
skip_specific_apis
object is as follows:spec:
regions: ["us-east-1","us-east-2"]
skip_specific_apis:
lambda:
GetRuntimeManagementConfig: true
GetFunction: true
The following Services and API Actions are supported:
lambda:
GetRuntimeManagementConfig
GetFunction
GetFunctionCodeSigningConfig
GetFunctionConcurrency
kms:
DescribeKey
GetKeyRotationStatus
ListResourceTags
ssm:
ListTagsForResource
glacier:
ListTagsForVault
wafv2:
ListResourcesForWebACL
table_options
(map
) (default: not used)Table options is a premium feature. Even if some tables are free, syncing data for them (& their relations) using table options counts towards paid usage.Please refer to the Table Options documentation for more information.event_based_sync
([]Event-based sync
) (default: empty)Event-based sync is a premium feature. Even if some tables are free, syncing data for them (and their relations) using event-based sync counts towards paid usage.
Account #
This is used to specify one or more accounts to extract information from.
account_name
(string
) (optional) (default: empty)Account name. Will be used as an alias in the source plugin and in the logs.local_profile
(string
) (default: will use current credentials)Local profile to use to authenticate this account with. Please note this should be set to the name of the profile.For example, with the following credentials file:[default] aws_access_key_id=xxxx aws_secret_access_key=xxxx [user1] aws_access_key_id=xxxx aws_secret_access_key=xxxx
local_profile
should be set to eitherdefault
oruser1
.role_arn
(string
)If specified will use this to assume role.role_session_name
(string
)If specified will use this session name when assume role torole_arn
.external_id
(string
)If specified will use this when assuming role torole_arn
.default_region
(string
) (default:us-east-1
)If specified, this region will be used as the default region for the account.regions
([]string
)Regions to use for this account. Defaults to globalregions
setting.
org #
admin_account
(Account
)Configuration for how to grab credentials from an Admin account.member_trusted_principal
(Account
)Configuration for how to specify the principle to use in order to assume a role in the member accounts.member_role_name
(string
) (required)Role name that the plugin should use to assume a role in the member account from the admin account.Note: This is not a full ARN, it is just the name.member_role_session_name
(string
)Overrides the default session name.member_external_id
(string
)Specify an external ID for use in the trust policy.member_regions
([]string
)Limit fetching resources within this specific account to only these regions. This will override any regions specified in the provider block. You can specify all regions by using the*
character as the only argument in the array.organization_units
([]string
)List of Organizational Units that AWS plugin should use to source accounts from. If you specify an OU, the plugin will also traverse nested OUs.skip_organization_units
([]string
)List of Organizational Units to skip. This is useful in conjunction withorganization_units
if there are child OUs that should be ignored.skip_member_accounts
([]string
)List of OU member accounts to skip. This is useful if there are accounts under the selected OUs that should be ignored.
Event-based sync #
Event-based sync is a premium feature.
Even if some tables are free, syncing data for them (& their relations) using event-based sync counts towards paid usage.
kinesis_stream_arn
(string
) (required ifsqs_queue_url
is not provided)ARN for the Kinesis stream that will hold all the CloudTrail records.sqs_queue_url
(string
) (required ifkinesis_stream_arn
is not provided)URL for the SQS queue that will hold the S3 Bucket Notifications.account
(Account
)Configuration for the credentials that will be used to grab records from the specified Kinesis Stream. If this is not specified the default credentials will be used.start_time
(string
for RFC 3339 timestamp) (default: the time at which the sync began)Defines the place in the stream where record processing should begin. The value should follow the RFC 3339 format, for example:2023-09-04T19:24:14Z
.full_sync
(boolean
) (default:true
)By default, AWS plugin will do a full sync on the specified tables before starting to consume the events in the stream. This parameter enables users to skip the full pull based sync and go straight to the event based sync.
Skip Tables #
AWS has tables that may contain many resources, nested information, and AWS-provided data.
These tables may cause certain syncs to be slow due to the amount of AWS-provided data and may not be needed.
We recommend only specifying syncing from necessary tables.
If
*
is necessary for tables, below is a reference configuration of skip tables, where certain tables are skipped.kind: source
spec:
# Source spec section
name: aws
path: cloudquery/aws
registry: cloudquery
version: "v30.0.0"
tables: ["*"]
skip_tables:
- aws_cloudtrail_events
- aws_docdb_cluster_parameter_groups
- aws_docdb_engine_versions
- aws_ec2_instance_types
- aws_ec2_vpc_endpoint_services
- aws_elasticache_engine_versions
- aws_elasticache_parameter_groups
- aws_elasticache_reserved_cache_nodes_offerings
- aws_elasticache_service_updates
- aws_iam_group_last_accessed_details
- aws_iam_policy_last_accessed_details
- aws_iam_role_last_accessed_details
- aws_iam_user_last_accessed_details
- aws_neptune_cluster_parameter_groups
- aws_neptune_db_parameter_groups
- aws_rds_cluster_parameter_groups
- aws_rds_db_parameter_groups
- aws_rds_engine_versions
- aws_servicequotas_services
- aws_stepfunctions_map_run_executions
- aws_stepfunctions_map_runs
destinations: ["postgresql"]
spec:
# AWS Spec section described below
Event-based sync #
Event based sync is a type of a long running sync that enables syncing only resources that need to be synced based on the incoming events. By configuring the AWS plugin to listen to the supported CloudTrail events, the plugin will trigger selective syncs to update only the resources that had a configuration change.
How it works #
AWS CloudTrail enables users to get an audit log of events occurring within their account.
There are two ways that users can consume CloudTrail Events:
- The fastest and lowest latency is subscribing to a stream of AWS CloudTrail events in a Kinesis Data stream.
- Alternatively, if you are already using CloudTrail and persisting the logs in an S3 bucket, you can configure CloudQuery to grab the data from the S3 bucket by using Event Notifications to subscribe to events that indicate a new batch of logs has been written.
Supported Services and Events #
Each table in the supported list is a top level table.
When an event is received for a table, all child tables are re-synced too by default.
To skip some child tables you can use
skip_tables
.EC2
Service | Event | Plugin table |
---|---|---|
ec2.amazonaws.com | AssociateRouteTable | aws_ec2_route_tables |
ec2.amazonaws.com | AttachInternetGateway | aws_ec2_internet_gateways |
ec2.amazonaws.com | AuthorizeSecurityGroupEgress | aws_ec2_security_groups |
ec2.amazonaws.com | AuthorizeSecurityGroupIngress | aws_ec2_security_groups |
ec2.amazonaws.com | CreateImage | aws_ec2_images |
ec2.amazonaws.com | CreateInternetGateway | aws_ec2_internet_gateways |
ec2.amazonaws.com | CreateNetworkInterface | aws_ec2_network_interfaces |
ec2.amazonaws.com | CreateSecurityGroup | aws_ec2_security_groups |
ec2.amazonaws.com | CreateSubnet | aws_ec2_subnets |
ec2.amazonaws.com | CreateTags | aws_ec2_instances |
ec2.amazonaws.com | CreateVpc | aws_ec2_vpcs |
ec2.amazonaws.com | DeleteTags | aws_ec2_instances |
ec2.amazonaws.com | DeleteInternetGateway | aws_ec2_internet_gateways |
ec2.amazonaws.com | DeleteNetworkInterface | aws_ec2_network_interfaces |
ec2.amazonaws.com | DeleteRouteTable | aws_ec2_route_tables |
ec2.amazonaws.com | DeleteInternetGateway | aws_ec2_internet_gateways |
ec2.amazonaws.com | DeleteSubnet | aws_ec2_subnets |
ec2.amazonaws.com | DeleteVpc | aws_ec2_vpcs |
ec2.amazonaws.com | DeregisterImage | aws_ec2_images |
ec2.amazonaws.com | DetachInternetGateway | aws_ec2_internet_gateways |
ec2.amazonaws.com | ModifySubnetAttribute | aws_ec2_subnets |
ec2.amazonaws.com | RevokeSecurityGroupIngress | aws_ec2_security_groups |
ec2.amazonaws.com | RevokeSecurityGroupEgress | aws_ec2_security_groups |
ec2.amazonaws.com | RunInstances | aws_ec2_instances |
ec2.amazonaws.com | TerminateInstances | aws_ec2_instances |
IAM
Service | Event | Plugin table |
---|---|---|
iam.amazonaws.com | CreateGroup | aws_iam_groups |
iam.amazonaws.com | CreateRole | aws_iam_roles |
iam.amazonaws.com | CreateUser | aws_iam_users |
iam.amazonaws.com | DeleteGroup | aws_iam_groups |
iam.amazonaws.com | DeleteRole | aws_iam_roles |
iam.amazonaws.com | DeleteUser | aws_iam_users |
iam.amazonaws.com | TagRole | aws_iam_roles |
iam.amazonaws.com | TagUser | aws_iam_users |
iam.amazonaws.com | UntagRole | aws_iam_roles |
iam.amazonaws.com | UntagUser | aws_iam_users |
iam.amazonaws.com | UpdateGroup | aws_iam_groups |
iam.amazonaws.com | UpdateRole | aws_iam_roles |
iam.amazonaws.com | UpdateRoleDescription | aws_iam_roles |
iam.amazonaws.com | UpdateUser | aws_iam_users |
RDS
Service | Event | Plugin table |
---|---|---|
rds.amazonaws.com | CreateDBCluster | aws_rds_clusters |
rds.amazonaws.com | CreateDBInstance | aws_rds_instances |
rds.amazonaws.com | ModifyDBCluster | aws_rds_clusters |
rds.amazonaws.com | ModifyDBInstance | aws_rds_instances |
rds.amazonaws.com | DeleteDBCluster | aws_rds_clusters |
rds.amazonaws.com | DeleteDBInstance | aws_rds_instances |
Route53
Service | Event | Plugin table |
---|---|---|
route53.amazonaws.com | ChangeTagsForResource | aws_route53_hosted_zones |
route53domains.amazonaws.com | RegisterDomain | aws_route53_domains |
route53domains.amazonaws.com | TransferDomain | aws_route53_domains |
route53domains.amazonaws.com | PushDomain | aws_route53_domains |
route53domains.amazonaws.com | RenewDomain | aws_route53_domains |
route53domains.amazonaws.com | EnableDomainTransferLock | aws_route53_domains |
route53domains.amazonaws.com | DisableDomainTransferLock | aws_route53_domains |
route53domains.amazonaws.com | EnableDomainAutoRenew | aws_route53_domains |
route53domains.amazonaws.com | DisableDomainAutoRenew | aws_route53_domains |
route53domains.amazonaws.com | UpdateTagsForDomain | aws_route53_domains |
route53domains.amazonaws.com | DeleteTagsForDomain | aws_route53_domains |
route53domains.amazonaws.com | UpdateDomainContact | aws_route53_domains |
route53domains.amazonaws.com | UpdateDomainContactPrivacy | aws_route53_domains |
route53domains.amazonaws.com | AssociateDelegationSignerToDomain | aws_route53_domains |
route53domains.amazonaws.com | DisassociateDelegationSignerFromDomain | aws_route53_domains |
route53.amazonaws.com | CreateHostedZone | aws_route53_hosted_zones |
route53domains.amazonaws.com | DeleteDomain | aws_route53_domains |
route53.amazonaws.com | DeleteHostedZone | aws_route53_hosted_zones |
route53.amazonaws.com | DeleteQueryLoggingConfig | aws_route53_hosted_zone_query_logging_configs |
route53.amazonaws.com | DeleteTrafficPolicyInstance | aws_route53_hosted_zone_traffic_policy_instances |
route53.amazonaws.com | EnableHostedZoneDNSSEC | aws_route53_hosted_zones |
route53.amazonaws.com | DisableHostedZoneDNSSEC | aws_route53_hosted_zones |
route53.amazonaws.com | AssociateVPCWithHostedZone | aws_route53_hosted_zones |
route53.amazonaws.com | DisassociateVPCFromHostedZone | aws_route53_hosted_zones |
route53.amazonaws.com | CreateVPCAssociationAuthorization | aws_route53_hosted_zones |
route53.amazonaws.com | DeleteVPCAssociationAuthorization | aws_route53_hosted_zones |
route53.amazonaws.com | UpdateHostedZoneComment | aws_route53_hosted_zones |
route53.amazonaws.com | CreateQueryLoggingConfig | aws_route53_hosted_zones |
route53.amazonaws.com | CreateTrafficPolicyInstance | aws_route53_hosted_zones |
route53.amazonaws.com | ChangeResourceRecordSets | aws_route53_hosted_zones |
Configuration Using Kinesis Data Stream #
- Configure an AWS CloudTrail Trail to send management events to a Kinesis Data Stream via CloudWatch Logs. The most straight-forward way to do this is to use the CloudFormation template provided by CloudQuery.The CloudFormation template will deploy the following architecture:The template contents can be found in CloudFormation Template contents section below.
aws cloudformation deploy --template-file ./streaming-deployment.yml --stack-name <STACK-NAME> --capabilities CAPABILITY_IAM --disable-rollback --region <DESIRED-REGION>
- Copy the ARN of the Kinesis stream. If you used the CloudFormation template you can run the following command:
aws cloudformation describe-stacks --stack-name <STACK-NAME> --query "Stacks[].Outputs" --region <DESIRED-REGION>
- Define a
config.yml
file like the one belowkind: source spec: name: aws path: cloudquery/aws registry: cloudquery version: "v30.0.0" tables: - aws_ec2_instances - aws_ec2_internet_gateways - aws_ec2_security_groups - aws_ec2_subnets - aws_ec2_vpcs - aws_ecs_cluster_tasks - aws_iam_groups - aws_iam_roles - aws_iam_users - aws_rds_instances destinations: ["postgresql"] spec: event_based_sync: # account: # local_profile: "<ROLE-NAME>" kinesis_stream_arn: <OUTPUT-FROM-CLOUDFORMATION-STACK>
- Sync the data!
cloudquery sync config.yml
This will start a long-lived process that will only stop when there is an error, or you stop it.
Limitations
- Kinesis Stream can only have a single shard (this is a limitation that we expect to remove in the future).
- Stale records will only be deleted if the plugin stops consuming the Kinesis Stream, which only can occur if there is an error.
Configuration Using S3 Bucket Notifications #
- Create a new SQS queue:
aws sqs create-queue --queue-name <REPLACE_WITH_QUEUE_NAME> bucket-notifications
- Create a file defining the permissions for the SQS queue and save it as
sqs-policy.json
:{ "Version": "2012-10-17", "Statement": [{"Effect": "Allow", "Principal": { "Service": "s3.amazonaws.com" }, "Action": [ "SQS:SendMessage" ], "Resource": "arn:aws:sqs:<REGION>:<ACCOUNT_ID>:<REPLACE_WITH_QUEUE_NAME>", "Condition": { "ArnLike": { "aws:SourceArn": "arn:aws:s3:*:*:<REPLACE_WITH_BUCKET_NAME>" }, "StringEquals": { "aws:SourceAccount": "<REPLACE_WITH_BUCKET_OWNER_ACCOUNT_ID>" } } } ] }
and then attach it by running the following command:aws sqs set-queue-attributes --queue-url <queue_url> --policy file://sqs-policy.json
- Create a file defining the integration between the S3 bucket and the SQS queue and save it as
s3-notification.json
:{ "QueueConfigurations": [ { "QueueArn": "arn:aws:sqs:<REGION>:<ACCOUNT_ID>:<REPLACE_WITH_QUEUE_NAME>", "Events": [ "s3:ObjectCreated:*" ] } ] }
and then create it by running the following command:aws s3api put-bucket-notification-configuration --bucket <REPLACE_WITH_BUCKET_NAME> --notification-configuration file://s3-notification.json
- Define a
config.yml
file like the one belowkind: source spec: name: aws path: cloudquery/aws registry: cloudquery version: "v30.0.0" tables: - aws_ec2_instances - aws_ec2_internet_gateways - aws_ec2_security_groups - aws_ec2_subnets - aws_ec2_vpcs - aws_ecs_cluster_tasks - aws_iam_groups - aws_iam_roles - aws_iam_users - aws_rds_instances destinations: ["postgresql"] spec: event_based_sync: # account: # local_profile: "<ROLE-NAME>" sqs_queue_url: <OUTPUT-FROM-CREATE-QUEUE-COMMAND>
- Sync the data!
cloudquery sync config.yml
This will start a long-lived process that will only stop when there is an error, or you stop it.
Limitations
- This method is not the fastest way to consume CloudTrail events as the data gets buffered before being sent to S3 and then bucket notifications can also have a delay.
- Stale records will only be deleted if the plugin stops consuming the events from SQS, which only can occur if there is an error.
Event-based sync CloudFormation template #
This CloudFormation template will create a Kinesis Data Stream and a CloudWatch Logs group that will be used to pipe CloudTrail events to CloudQuery. It is intended to be a reference, but users should amend it to fit their needs.
Template contents: #
AWSTemplateFormatVersion: 2010-09-09
Description: Configures Cloudtrail Events to be piped to a Kinesis Data stream via CloudWatch Logs.
Parameters:
KinesisMessageDuration:
Type: Number
Description: Number of hours Kinesis will persist a record before it is purged.
Default: 24
ExistingS3BucketName:
Type: String
Description: Name of the S3 Bucket that CloudTrail will use to store logs.
Default: ""
Conditions:
CreateS3Bucket: !Equals [!Ref ExistingS3BucketName, ""]
Resources:
# Stream that CQ will poll for changes
CQSyncingKinesisStream:
Type: AWS::Kinesis::Stream
Properties:
ShardCount: 1
RetentionPeriodHours: !Ref KinesisMessageDuration
# IAM Role for allowing CloudWatch Log to write to Kinesis Stream
CloudWatchLogsToKinesisRole:
Type: AWS::IAM::Role
Properties:
Policies:
- PolicyName: CloudWatchLogsToKinesisPolicy
PolicyDocument:
Version: 2012-10-17
Statement:
- Effect: Allow
Action:
- kinesis:PutRecord
Resource: !GetAtt CQSyncingKinesisStream.Arn
AssumeRolePolicyDocument:
Version: 2012-10-17
Statement:
- Effect: Allow
Principal:
Service: logs.amazonaws.com
Action:
- sts:AssumeRole
CloudTrailS3Bucket:
Type: AWS::S3::Bucket
Condition: CreateS3Bucket
Properties:
LifecycleConfiguration:
Rules:
- ExpirationInDays: 30
Status: Enabled
CloudTrailS3BucketPolicy:
Type: AWS::S3::BucketPolicy
Properties:
Bucket: !If [CreateS3Bucket,!Ref CloudTrailS3Bucket, !Ref ExistingS3BucketName]
PolicyDocument:
Version: '2012-10-17'
Statement:
- Sid: AWSCloudTrailAclCheck
Effect: Allow
Principal:
Service: cloudtrail.amazonaws.com
Action: s3:GetBucketAcl
Resource: !Sub
- arn:${AWS::Partition}:s3:::${Bucket}
- { Bucket: !If [CreateS3Bucket,!Ref CloudTrailS3Bucket, !Ref ExistingS3BucketName] }
Condition:
StringEquals:
'aws:SourceAccount': !Sub ${AWS::AccountId}
- Sid: AWSCloudTrailWrite
Effect: Allow
Principal:
Service: cloudtrail.amazonaws.com
Action: s3:PutObject
Resource: !Sub
- arn:${AWS::Partition}:s3:::${Bucket}/*
- { Bucket: !If [CreateS3Bucket,!Ref CloudTrailS3Bucket, !Ref ExistingS3BucketName] }
Condition:
StringEquals:
's3:x-amz-acl': bucket-owner-full-control
'aws:SourceAccount': !Sub ${AWS::AccountId}
CloudWatchLogsGroup:
Type: AWS::Logs::LogGroup
UpdateReplacePolicy: Delete
DeletionPolicy: Delete
Properties:
LogGroupName: "CloudTrailLogGroup"
RetentionInDays: 1
# Role for allowing CLoudTrail to write to CloudWatch Logs
CloudWatchRole:
Type: 'AWS::IAM::Role'
Properties:
AssumeRolePolicyDocument:
Version: '2012-10-17'
Statement:
- Sid: AssumeRole
Effect: Allow
Principal:
Service: 'cloudtrail.amazonaws.com'
Action: 'sts:AssumeRole'
Policies:
- PolicyName: 'cloudtrail-policy'
PolicyDocument:
Version: '2012-10-17'
Statement:
- Effect: Allow
Action: 'logs:CreateLogStream'
Resource: !GetAtt CloudWatchLogsGroup.Arn
- Effect: Allow
Action: 'logs:PutLogEvents'
Resource: !GetAtt CloudWatchLogsGroup.Arn
CloudTrailTrail:
Type: AWS::CloudTrail::Trail
DependsOn:
- CloudTrailS3BucketPolicy
Properties:
CloudWatchLogsLogGroupArn: !GetAtt CloudWatchLogsGroup.Arn
CloudWatchLogsRoleArn: !GetAtt CloudWatchRole.Arn
EventSelectors:
- IncludeManagementEvents: True
ReadWriteType: WriteOnly
IncludeGlobalServiceEvents: True
IsLogging: True
IsMultiRegionTrail: True
S3BucketName: !If [CreateS3Bucket,!Ref CloudTrailS3Bucket, !Ref ExistingS3BucketName]
SubscriptionFilter:
Type: AWS::Logs::SubscriptionFilter
Properties:
LogGroupName: !Ref CloudWatchLogsGroup
DestinationArn: !GetAtt CQSyncingKinesisStream.Arn
RoleArn: !GetAtt CloudWatchLogsToKinesisRole.Arn
FilterPattern: ""
Outputs:
KinesisStreamArn:
Description: The ARN of the Kinesis Data Stream that CloudQuery will use to listen for changes.
Value: !GetAtt CQSyncingKinesisStream.Arn
Multi-account configuration #
AWS Organizations #
The plugin supports discovery of AWS Accounts via AWS Organizations.
This means that as Accounts get added or removed from your organization, it will be able to handle new or removed accounts without any configuration changes.
kind: source
spec:
name: aws
path: cloudquery/aws
registry: cloudquery
version: "v30.0.0"
tables: ['aws_s3_buckets']
destinations: ["postgresql"]
spec:
aws_debug: false
org:
admin_account:
local_profile: "<NAMED_PROFILE>"
member_role_name: cloudquery-ro
regions:
- '*'
Prerequisites for using AWS Org functionality:
- Have a role (or user) in an Admin account with the following access:
organizations:ListAccounts
organizations:ListAccountsForParent
organizations:ListChildren
- Have a role in each member account that has a trust policy with a single principal.The default profile name is
OrganizationAccountAccessRole
. TheOrganizationAccountAccessRole
is created by default in AWS Accounts created as part of an AWS Organization. We do not recommend using theOrganizationAccountAccessRole
due to the level of permissions typically granted to the role, but instead recommend for AWS plugin users to create their own IAM roles in each member account with the appropriate read-only permissions. We also recommend ensuring that the IAM roles and policies used for AWS plugin adhere to company security standards.Reference IAM assets and the CloudFormation templates for deployment in an AWS Organization for CloudQuery can be found here.
Configuring AWS Organization: #
- It is always necessary to specify a member role name:
org: member_role_name: cloudquery-ro
- Sourcing credentials that have the necessary
organizations
permissions can be done in any of the following ways:- Source credentials from the default credential tool chain:
org: member_role_name: cloudquery-ro
- Source credentials from a named profile in the shared configuration or credentials file
org: member_role_name: cloudquery-ro admin_account: local_profile: <Named-Profile>
- Assume a role in admin account using credentials in the shared configuration or credentials file:
org: member_role_name: cloudquery-ro admin_account: local_profile: <Named-Profile> role_arn: arn:aws:iam::<ACCOUNT_ID>:role/<ROLE_NAME> # Optional. Specify the name of the session # role_session_name: "" # Optional. Specify the ExternalID if required for trust policy # external_id: ""
- Optional. If the trust policy configured for the member accounts requires different credentials than you configured in the previous step, then you can specify the credentials to use in the
member_trusted_principal
block:org: member_role_name: cloudquery-ro member_trusted_principal: local_profile: <Named-Profile-Member>
- Optional. If you want to specify specific Organizational Units to fetch from you can add them to the
organization_units
list.org: member_role_name: cloudquery-ro organization_units: - ou-<ID-1> - ou-<ID-2>
Child OUs will also be included. To skip a child OU or account, use theskip_organization_units
orskip_member_accounts
options respectively:org: member_role_name: cloudquery-ro organization_units: - ou-<ID-1> - ou-<ID-2> skip_organization_units: - ou-<ID-3> skip_member_accounts: - <ACCOUNT_ID>
Specific Accounts #
The AWS plugin can fetch from multiple accounts in parallel by using
AssumeRole
(you will need to use credentials that can AssumeRole
to all other specified accounts).Below is an example configuration:
accounts:
- account_name: <AccountName_1>
role_arn: <YOUR_ROLE_ARN_1>
# Optional. Local Profile is the named profile in your shared configuration file (usually `~/.aws/config`) that you want to use for this specific account
local_profile: <NAMED_PROFILE>
# Optional. Specify the Role Session name
role_session_name: ""
- account_name: <AccountName_2>
local_profile: provider
# Optional. Role ARN we want to assume when accessing this account
role_arn: <YOUR_ROLE_ARN_2>
Query examples #
Find all public-facing load balancers #
SELECT * FROM aws_elbv2_load_balancers WHERE scheme = 'internet-facing';
Find all unencrypted RDS instances #
SELECT * FROM aws_rds_clusters WHERE storage_encrypted IS FALSE;
Find all S3 buckets that are permitted to be public #
SELECT arn, region
FROM aws_s3_buckets
WHERE block_public_acls IS NOT TRUE
OR block_public_policy IS NOT TRUE
OR ignore_public_acls IS NOT TRUE
OR restrict_public_buckets IS NOT TRUE
Table options #
This feature enables users to override the default options for specific tables.
The root of the object takes a table name, and the next level takes an API method name.
The final level is the actual input object as defined by the API.
The format of the
table_options
object is as follows:table_options:
<table_name>:
<api_method_name>:
- <input_object>
A list of
<input_object>
objects should be provided.
The plugin will iterate through these to make multiple API calls.
This is useful for APIs like CloudTrail's LookupEvents
that only supports a single event type per call. For example:table_options:
aws_cloudtrail_events:
lookup_events:
- start_time: 2023-05-01T20:20:52Z
end_time: 2023-05-03T20:20:52Z
lookup_attributes:
- attribute_key: EventName
attribute_value: RunInstances
- start_time: 2023-05-01T20:20:52Z
end_time: 2023-05-03T20:20:52Z
lookup_attributes:
- attribute_key: EventName
attribute_value: StartInstances
- start_time: 2023-05-01T20:20:52Z
end_time: 2023-05-03T20:20:52Z
lookup_attributes:
- attribute_key: EventName
attribute_value: StopInstances
The naming for all the fields is the same as the AWS API but in snake case.
For example
EndTime
is represented as end_time
.The following tables and APIs are supported:
table_options:
aws_accessanalyzer_analyzer_findings:
list_findings:
- <AccessAnalyzer.ListFindings> # NextToken & AnalyzerArn are prohibited
aws_accessanalyzer_analyzer_findings_v2:
list_findings_v2:
- <AccessAnalyzer.ListFindingsV2> # NextToken & AnalyzerArn are prohibited
aws_cloudtrail_events:
lookup_events:
- <CloudTrail.LookupEvents> # NextToken is prohibited
aws_cloudtrail_trails:
describe_trails:
- <CloudTrail.DescribeTrails>
aws_cloudwatch_metrics:
- list_metrics: <CloudWatch.ListMetrics> # NextToken is prohibited
get_metric_statistics:
- <CloudWatch.GetMetricStatistics> # Namespace, MetricName and Dimensions are prohibited
aws_costexplorer_cost_custom:
get_cost_and_usage:
- <CostExplorer.GetCostAndUsage> # NextPageToken is prohibited
aws_ec2_images:
describe_images:
- <EC2.DescribeImages> # NextToken and ImageIds are prohibited. MaxResults should be in range [1-1000].
aws_ec2_instances:
describe_instances:
- <EC2.DescribeInstances> # NextToken is prohibited. MaxResults should be in range [1-1000].
aws_ec2_internet_gateways:
describe_internet_gateways:
- <EC2.DescribeInternetGateways> # NextToken is prohibited. MaxResults should be in range [5-1000].
aws_ec2_network_interfaces:
describe_network_interfaces:
- <EC2.DescribeNetworkInterfaces> # NextToken is prohibited. MaxResults should be in range [5-1000].
aws_ec2_route_tables:
describe_route_tables:
- <EC2.DescribeRouteTables> # NextToken is prohibited. MaxResults should be in range [5-100].
aws_ec2_security_groups:
describe_security_groups:
- <EC2.DescribeSecurityGroups> # NextToken is prohibited. MaxResults should be in range [5-1000].
aws_ec2_subnets:
describe_subnets:
- <EC2.DescribeSubnets> # NextToken is prohibited. MaxResults should be in range [5-1000].
aws_ec2_vpcs:
describe_vpcs:
- <EC2.DescribeVpcs> # NextToken is prohibited. MaxResults should be in range [5-1000].
aws_ecs_cluster_tasks:
list_tasks:
- <ECS.ListTasks> # Cluster and NextToken are prohibited. MaxResults should be in range [1-100].
aws_guardduty_detectors:
- list_detectors: <GuardDuty.ListDetectors> # NextToken is prohibited
list_findings: <GuardDuty.ListFindings> # NextToken and DetectorID are prohibited
aws_iam_groups:
get_group:
- <IAM.GetGroup> # Marker is prohibited. MaxItems should be in range [1-1000].
aws_iam_policies:
list_policies:
- <IAM.ListPolicies> # Marker is prohibited. MaxItems should be in range [1-1000].
aws_iam_roles:
get_role:
- <IAM.GetRole> # RoleName is required.
aws_iam_users:
get_user:
- <IAM.GetUser> # UserName is required.
aws_inspector_findings:
list_findings:
- <Inspector.ListFindings> # NextToken is prohibited. MaxResults should be in range [1-500].
aws_inspector2_covered_resources:
list_coverage:
- <InspectorV2.ListCoverage> # NextToken is prohibited. MaxResults should be in range [1-200].
aws_inspector2_findings:
list_findings:
- <InspectorV2.ListFindings> # NextToken is prohibited.
aws_rds_clusters:
describe_db_clusters:
- <RDS.DescribeDBClusters> # Marker is prohibited. MaxRecords should be in range [20-100].
aws_rds_engine_versions:
describe_db_engine_versions:
- <RDS.DescribeDBEngineVersions> # Marker is prohibited. MaxRecords should be in range [20-100].
aws_rds_global_clusters:
describe_global_clusters:
- <RDS.DescribeGlobalClusters> # Marker is prohibited. MaxRecords should be in range [20-100].
aws_rds_instances:
# Marker is prohibited. MaxRecords should be in range [20-100].
- describe_db_instances: <RDS.DescribeDBInstances>
# NextToken, ServiceType and Identifier are prohibited.
# StartTime, EndTime and MetricQueries are required.
# MaxResults should be in range [1-25]. PeriodInSeconds should be in range [1-86400].
get_resource_metrics: <PI.GetResourceMetrics>
aws_route53_hosted_zones:
list_hosted_zones:
# NextToken, DelegationSetId and HostedZoneType are prohibited. MaxResults should be in range [1-100].
- <Route53.GetHostedZone>
aws_securityhub_findings:
get_findings:
- <SecurityHub.GetFindings> # NextToken is prohibited. MaxResults should be in range [1-100].
aws_servicequotas_services:
- ListServices: <ServiceQuota.ListServices> # NextToken is prohibited. MaxResults should be in range [1-100].
ListServiceQuotas:
- <ServiceQuota.ListServiceQuotas>
aws_ssm_sessions:
describe_sessions:
- <SSM.DescribeSessions> # NextToken is prohibited. MaxResults should be in range [1-200].
aws_ssm_inventory_entries:
list_inventory_entries:
# NextToken is prohibited. MaxResults should be in range [1-50].
# InstanceId and TypeName are required.
- <SSM.ListInventoryEntries>
The full list of supported options are documented under the
Table Options
section of each table in the AWS plugin tables documentation.Versioning #
Changes to schema, configurations and required user permissions are all factors that go into the versioning of the AWS plugin.
Any release that requires manual changes to an existing deployment of the AWS plugin in order to retain the same functionality will be indicated by an increase to the major version.
When support for additional resources is added it will result in a minor version bump.
This is important to be aware of because if you are using
tables: ["*"]
to specify the set of tables to sync then in minor versions new resources that might require additional IAM permissions might result in errors being raised.Breaking changes #
The following examples are some of the most common examples of reasons for a major version change:
- Changing a primary key for a table
- Changing the name of a table
- Changing the permissions required to sync a resource
All releases contain a change log that indicates all the changes (and highlights the breaking changes).
If you are ever unsure about a change that is included feel free to reach out to the CloudQuery team on Discord to find out more.
Preview features #
Sometimes features or tables will be released and marked as
alpha
.
This indicates that future minor versions might change, break or remove functionality.
This enables the CloudQuery team to release functionality prior to it being fully stable so that the community can give feedback.
Once a feature is released as Generally Available then all of the above rules for semantic versioning will apply.Current Preview features
The following features are currently in
Preview
:- All tables that are prefixed with
aws_alpha_
table_options
feature
Licenses #
The following tools / packages are used in this plugin:
Name | License |
---|---|
github.com/adrg/xdg | MIT |
github.com/apache/arrow/go/v13 | Apache-2.0 |
github.com/apache/arrow/go/v17 | Apache-2.0 |
github.com/apapsch/go-jsonmerge/v2 | MIT |
github.com/aws/aws-sdk-go-v2 | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/aws/protocol/eventstream | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/config | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/credentials | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/feature/ec2/imds | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/internal/configsources | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/internal/endpoints/v2 | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/internal/ini | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/internal/sync/singleflight | BSD-3-Clause |
github.com/aws/aws-sdk-go-v2/internal/v4a | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/accessanalyzer | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/account | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/acm | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/acmpca | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/amp | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/amplify | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/apigateway | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/apigatewayv2 | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/appconfig | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/appflow | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/applicationautoscaling | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/appmesh | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/apprunner | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/appstream | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/appsync | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/athena | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/auditmanager | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/autoscaling | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/autoscalingplans | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/backup | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/backupgateway | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/batch | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/bedrock | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/budgets | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/cloudformation | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/cloudfront | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/cloudhsmv2 | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/cloudtrail | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/cloudwatch | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/cloudwatchlogs | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/codeartifact | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/codebuild | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/codecommit | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/codedeploy | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/codegurureviewer | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/codepipeline | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/cognitoidentity | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/cognitoidentityprovider | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/comprehend | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/computeoptimizer | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/configservice | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/connect | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/costexplorer | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/databasemigrationservice | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/datapipeline | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/datasync | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/dax | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/detective | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/directconnect | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/directoryservice | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/docdb | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/dynamodb | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/dynamodbstreams | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/ec2 | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/ecr | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/ecrpublic | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/ecs | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/efs | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/eks | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/elasticache | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/elasticbeanstalk | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/elasticloadbalancing | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/elasticloadbalancingv2 | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/elasticsearchservice | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/elastictranscoder | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/emr | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/eventbridge | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/firehose | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/fis | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/frauddetector | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/freetier | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/fsx | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/glacier | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/globalaccelerator | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/glue | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/grafana | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/guardduty | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/health | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/healthlake | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/iam | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/identitystore | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/inspector | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/inspector2 | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/internal/accept-encoding | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/internal/checksum | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/internal/endpoint-discovery | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/internal/presigned-url | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/internal/s3shared | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/iot | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/kafka | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/kendra | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/keyspaces | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/kinesis | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/kms | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/lambda | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/lexmodelsv2 | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/licensemanager | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/lightsail | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/marketplacemetering | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/memorydb | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/mq | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/mwaa | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/neptune | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/networkfirewall | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/networkmanager | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/opensearch | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/organizations | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/pi | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/pinpoint | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/polly | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/qldb | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/quicksight | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/ram | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/rds | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/redshift | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/resiliencehub | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/resourcegroups | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/route53 | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/route53domains | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/route53recoverycontrolconfig | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/route53recoveryreadiness | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/route53resolver | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/s3 | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/s3control | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/sagemaker | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/savingsplans | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/scheduler | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/secretsmanager | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/securityhub | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/servicecatalog | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/servicecatalogappregistry | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/servicediscovery | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/servicequotas | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/ses | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/sesv2 | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/sfn | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/shield | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/signer | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/snowball | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/sns | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/sqs | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/ssm | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/ssmincidents | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/sso | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/ssoadmin | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/ssooidc | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/sts | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/support | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/swf | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/timestreamwrite | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/transcribe | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/transfer | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/waf | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/wafregional | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/wafv2 | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/wellarchitected | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/workspaces | Apache-2.0 |
github.com/aws/aws-sdk-go-v2/service/xray | Apache-2.0 |
github.com/aws/smithy-go | Apache-2.0 |
github.com/aws/smithy-go/internal/sync/singleflight | BSD-3-Clause |
github.com/bahlo/generic-list-go | BSD-3-Clause |
github.com/basgys/goxml2json | MIT |
github.com/buger/jsonparser | MIT |
github.com/cdfmlr/ellipsis | MIT |
github.com/cenkalti/backoff/v4 | MIT |
github.com/cloudquery/cloudquery-api-go | MPL-2.0 |
github.com/cloudquery/codegen/jsonschema/docs | MPL-2.0 |
github.com/cloudquery/plugin-pb-go | MPL-2.0 |
github.com/cloudquery/plugin-sdk/v2/internal/glob | MIT |
github.com/cloudquery/plugin-sdk/v2/schema | MIT |
github.com/cloudquery/plugin-sdk/v2/types | MPL-2.0 |
github.com/cloudquery/plugin-sdk/v4 | MPL-2.0 |
github.com/cloudquery/plugin-sdk/v4/glob | MIT |
github.com/cloudquery/plugin-sdk/v4/scalar | MIT |
github.com/davecgh/go-spew/spew | ISC |
github.com/ghodss/yaml | MIT |
github.com/go-logr/logr | Apache-2.0 |
github.com/go-logr/stdr | Apache-2.0 |
github.com/gocarina/gocsv | MIT |
github.com/goccy/go-json | MIT |
github.com/golang/mock/gomock | Apache-2.0 |
github.com/google/flatbuffers/go | Apache-2.0 |
github.com/google/uuid | BSD-3-Clause |
github.com/grpc-ecosystem/go-grpc-middleware/v2/interceptors | Apache-2.0 |
github.com/grpc-ecosystem/grpc-gateway/v2 | BSD-3-Clause |
github.com/hashicorp/go-cleanhttp | MPL-2.0 |
github.com/hashicorp/go-retryablehttp | MPL-2.0 |
github.com/invopop/jsonschema | MIT |
github.com/jmespath/go-jmespath | Apache-2.0 |
github.com/klauspost/compress | Apache-2.0 |
github.com/klauspost/compress/internal/snapref | BSD-3-Clause |
github.com/klauspost/compress/zstd/internal/xxhash | MIT |
github.com/mailru/easyjson | MIT |
github.com/mattn/go-colorable | MIT |
github.com/mattn/go-isatty | MIT |
github.com/mitchellh/hashstructure/v2 | MIT |
github.com/mitchellh/mapstructure | MIT |
github.com/oapi-codegen/runtime | Apache-2.0 |
github.com/pierrec/lz4/v4 | BSD-3-Clause |
github.com/pkg/errors | BSD-2-Clause |
github.com/pmezard/go-difflib/difflib | BSD-3-Clause |
github.com/rs/zerolog | MIT |
github.com/samber/lo | MIT |
github.com/santhosh-tekuri/jsonschema/v6 | Apache-2.0 |
github.com/spf13/cobra | Apache-2.0 |
github.com/spf13/pflag | BSD-3-Clause |
github.com/stretchr/testify | MIT |
github.com/thoas/go-funk | MIT |
github.com/wk8/go-ordered-map/v2 | Apache-2.0 |
github.com/zeebo/xxh3 | BSD-2-Clause |
go.opentelemetry.io/contrib/instrumentation/github.com/aws/aws-sdk-go-v2/otelaws | Apache-2.0 |
go.opentelemetry.io/otel | Apache-2.0 |
go.opentelemetry.io/otel/exporters/otlp/otlplog/otlploghttp | Apache-2.0 |
go.opentelemetry.io/otel/exporters/otlp/otlpmetric/otlpmetrichttp | Apache-2.0 |
go.opentelemetry.io/otel/exporters/otlp/otlptrace | Apache-2.0 |
go.opentelemetry.io/otel/exporters/otlp/otlptrace/otlptracehttp | Apache-2.0 |
go.opentelemetry.io/otel/log | Apache-2.0 |
go.opentelemetry.io/otel/metric | Apache-2.0 |
go.opentelemetry.io/otel/sdk | Apache-2.0 |
go.opentelemetry.io/otel/sdk/log | Apache-2.0 |
go.opentelemetry.io/otel/sdk/metric | Apache-2.0 |
go.opentelemetry.io/otel/trace | Apache-2.0 |
go.opentelemetry.io/proto/otlp | Apache-2.0 |
golang.org/x/exp | BSD-3-Clause |
golang.org/x/net | BSD-3-Clause |
golang.org/x/sync | BSD-3-Clause |
golang.org/x/sys | BSD-3-Clause |
golang.org/x/text | BSD-3-Clause |
golang.org/x/xerrors | BSD-3-Clause |
google.golang.org/genproto/googleapis/api/httpbody | Apache-2.0 |
google.golang.org/genproto/googleapis/rpc/status | Apache-2.0 |
google.golang.org/grpc | Apache-2.0 |
google.golang.org/protobuf | BSD-3-Clause |
gopkg.in/yaml.v2 | Apache-2.0 |
gopkg.in/yaml.v3 | MIT |