Back to plugin list
aws
Official
Open-core

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. Some tables are marked as premium and have a price per 1M rows synced.

Publisher

cloudquery

Repositorygithub.com
Latest version

v24.3.3

Type

Source

Platforms
Date Published

Nov 17, 2023

Price per 1M rows

$10 (premium tables)

free quota

100M rows

Set up process


brew install cloudquery/tap/cloudquery

1. Download CLI and login

See installation options

2. Create source and destination configs

Plugin configuration

cloudquery sync aws.yml postgresql.yml

3. Run the sync

CloudQuery sync

Overview

AWS Source Plugin

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).

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 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 CloudQuery 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 and config files in ~/.aws (the credentials file takes priority).
  • You can also use aws sso to authenticate cloudquery - you can read more about it here.
  • IAM roles for AWS compute resources (including EC2 instances, Fargate and ECS containers).
You can read more about AWS authentication here and here.

Environment Variables

CloudQuery 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 CloudQuery 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 CloudQuery 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, the 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>

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


Configuration

AWS Source Plugin Configuration Reference

Examples

Single Account Example

This example connects a single AWS account in one region to a Postgres destination. The (top level) source spec section is described in the Source Spec Reference.
kind: source
spec:
  # Source spec section
  name: aws
  path: cloudquery/aws
  registry: cloudquery
  version: "v22.19.2"
  tables: ["aws_ec2_instances"]
  destinations: ["postgresql"]
  spec:
    # AWS Spec section described below
    regions:
      - us-east-1
    accounts:
      - id: "account1"
        local_profile: "account1"
    aws_debug: false
See tables for a list of all available tables.

AWS Organization Example

CloudQuery supports discovery of AWS Accounts via AWS Organizations. This means that as Accounts get added or removed from your organization CloudQuery will be able to handle new or removed accounts without any configuration changes.
kind: source
spec:
  name: aws
  path: cloudquery/aws
  registry: cloudquery
  version: "v22.19.2"
  tables: ['aws_s3_buckets']
  destinations: ["postgresql"]
  spec:
    aws_debug: false
    org:
      admin_account:
        local_profile: "<NAMED_PROFILE>"
      member_role_name: OrganizationAccountAccessRole
    regions:
      - '*'
For full details, see the Multi Account Configuration Tutorial.

AWS 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, CloudQuery will source all accounts underneath automatically
  • concurrency (int) (default: 50000):
    The best effort maximum number of Go routines to use. Lower this number to reduce memory usage.
  • initialization_concurrency (int) (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: dfs):
    The scheduler to use when determining the priority of resources to sync. Currently, the only supported values are dfs (depth-first search), round-robin and shuffle. For more information about this, see performance tuning.
  • aws_debug (bool) (default: false)
    If true, will log AWS debug logs, including retries and other request/response metadata
  • max_retries (int) (default: 10)
    Defines the maximum number of times an API request will be retried
  • max_backoff (int) (default: 30)
    Defines the duration between retry attempts
  • custom_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 endpoint
  • custom_endpoint_hostname_immutable (bool) (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 to true.
  • 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 (bool) (default: false)
    When set to true plugin will sync data from APIs that incur a fee. Currently only aws_costexplorer* and aws_alpha_cloudwatch_metric* tables require this flag to be set to true.
 
  • preview table_options (map) (default: not used)
    This is a preview feature (for more information about preview features look at plugin versioning) that 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. CloudQuery 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. As of v18.4.0 the following tables and APIs are supported:
    table_options:
      aws_accessanalyzer_analyzer_findings:
        list_findings:
          - <AccessAnalyzer.ListFindings> # NextToken & AnalyzerArn are prohibited
    
      aws_alpha_cloudwatch_metrics:
        - list_metrics: <CloudWatch.ListMetrics> # NextToken is prohibited
          get_metric_statistics:
            - <CloudWatch.GetMetricStatistics>  # Namespace, MetricName and Dimensions are prohibited
    
      aws_cloudtrail_events:
        lookup_events:
          - <CloudTrail.LookupEvents> # NextToken is prohibited
    
      aws_inspector2_findings:
        list_findings:
          - <InspectorV2.ListFindings> # NextToken is prohibited.
    
      aws_securityhub_findings:
        get_findings:
          - <SecurityHub.GetFindings> # NextToken is prohibited. MaxResults should be in range [1-100].
    
      aws_ecs_cluster_tasks:
        list_tasks:
          - <ECS.ListTasks> # Cluster and NextToken are prohibited. MaxResults should be in range [1-100].
  • enterprise version only event_based_sync (array) (default: empty)

account

This is used to specify one or more accounts to extract information from. Note that it should be an array of objects, each with the following fields:
  • id (string) (required)
    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 either default or user1.
  • 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 to role_arn
  • external_id (string)
    If specified will use this when assuming role to role_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 global regions 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 CloudQuery 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 CloudQuery should use to source accounts from. If you specify an OU, CloudQuery will also traverse nested OUs.
  • skip_organization_units ([]string)
    List of Organizational Units to skip. This is useful in conjunction with organization_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

  • 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
  • kinesis_stream_arn (string) (required)
    ARN for the Kinesis stream that will hold all of the CloudTrail records
  • start_time (timestamp)
    Defines the place in the stream where record processing should begin. By default, the time at which the sync began will be used. The value should follow the RFC 3339 format. For example 2023-09-04T19:24:14Z
  • full_sync (bool) (default: true)
    By default, CQ 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.
 

Advanced Configuration

Incremental Tables

Some tables, like aws_cloudtrail_events, support incremental syncs. When incremental syncing is enabled, CloudQuery will only fetch new data since the last sync. This is useful for tables that have a lot of data and are updated frequently. To enable incremental syncs, add a backend_options section to the source config:
kind: source
spec:
  # Source spec section
  name: aws
  path: cloudquery/aws
  registry: cloudquery
  version: "v22.19.2"
  tables: ["aws_cloudtrail_events"]
  destinations: ["postgresql"]
  backend_options:
    table_name: "cq_state_aws"
    connection: "@@plugins.postgresql.connection"
  spec:
---
kind: destination
spec:
  name: "postgresql"
  path: "cloudquery/postgresql"
  registry: cloudquery
  version: "v7.3.6"
  write_mode: "overwrite-delete-stale"
  spec:
    connection_string: "${CONNECTION_STRING}"
The connection string can reference any destination that supports overwrite mode; in the example above it will use the same postgresql destination that the aws_cloudtrail_events table is written to. The table_name is the name of the table that will be used to store state. This table will be created automatically if it does not exist. For more information about managing state for incremental tables, see Managing Incremental Tables.

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: "v22.19.2"
  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

AWS CloudTrail enables users to get an audit log of events occurring within their account. By subscribing to a stream of AWS CloudTrail events in a Kinesis Data stream CloudQuery can trigger selective syncs to update just the singular resource that had a configuration change.
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

Supported Services and Events

ServiceEventPlugin table
ec2.amazonaws.comAssociateRouteTableaws_ec2_route_tables
ec2.amazonaws.comAttachInternetGatewayaws_ec2_internet_gateways
ec2.amazonaws.comAuthorizeSecurityGroupEgressaws_ec2_security_groups
ec2.amazonaws.comAuthorizeSecurityGroupIngressaws_ec2_security_groups
ec2.amazonaws.comCreateImageaws_ec2_images
ec2.amazonaws.comCreateInternetGatewayaws_ec2_internet_gateways
ec2.amazonaws.comCreateNetworkInterfaceaws_ec2_network_interfaces
ec2.amazonaws.comCreateSecurityGroupaws_ec2_security_groups
ec2.amazonaws.comCreateSubnetaws_ec2_subnets
ec2.amazonaws.comCreateTagsaws_ec2_instances
ec2.amazonaws.comCreateVpcaws_ec2_vpcs
ec2.amazonaws.comDeleteTagsaws_ec2_instances
ec2.amazonaws.comDetachInternetGatewayaws_ec2_internet_gateways
ec2.amazonaws.comModifySubnetAttributeaws_ec2_subnets
ec2.amazonaws.comRevokeSecurityGroupEgressaws_ec2_security_groups
ec2.amazonaws.comRevokeSecurityGroupIngressaws_ec2_security_groups
ec2.amazonaws.comRunInstancesaws_ec2_instances
iam.amazonaws.comCreateGroupaws_iam_groups
iam.amazonaws.comCreateGroupaws_iam_groups
iam.amazonaws.comDeleteGroupaws_iam_groups
iam.amazonaws.comUpdateGroupaws_iam_groups
iam.amazonaws.comCreateRoleaws_iam_roles
iam.amazonaws.comDeleteRoleaws_iam_roles
iam.amazonaws.comTagRoleaws_iam_roles
iam.amazonaws.comUntagRoleaws_iam_roles
iam.amazonaws.comUpdateRoleaws_iam_roles
iam.amazonaws.comUpdateRoleDescriptionaws_iam_roles
iam.amazonaws.comCreateUseraws_iam_users
iam.amazonaws.comDeleteUseraws_iam_users
iam.amazonaws.comTagUseraws_iam_users
iam.amazonaws.comUntagUseraws_iam_users
iam.amazonaws.comUpdateUseraws_iam_users
rds.amazonaws.comCreateDBClusteraws_rds_clusters
rds.amazonaws.comCreateDBInstanceaws_rds_instances
rds.amazonaws.comModifyDBClusteraws_rds_clusters
rds.amazonaws.comModifyDBInstanceaws_rds_instances

Configuration

  1. 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:
Event based syncing cloud infrastructure
 
aws cloudformation deploy --template-file ./streaming-deployment.yml --stack-name <STACK-NAME> --capabilities CAPABILITY_IAM --disable-rollback --region <DESIRED-REGION>
 
  1. 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>
  1. Define a config.yml file like the one below
kind: source
spec:
  name: "aws-event-based"
  registry: "local"
  path: <PATH/TO/BINARY>
  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>
  1. 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 the process
 

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


Multi-Account

Multi Account Configuration Tutorial

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: "v22.19.2"
  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:
  1. Have a role (or user) in an Admin account with the following access:
  • organizations:ListAccounts
  • organizations:ListAccountsForParent
  • organizations:ListChildren
  1. Have a role in each member account that has a trust policy with a single principal. The default profile name is OrganizationAccountAccessRole. The OrganizationAccountAccessRole is created by default in AWS Accounts created as part of an AWS Organization. We do not recommend using the OrganizationAccountAccessRole due to the level of permissions typically granted to the role, but instead recommend for CloudQuery 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 CloudQuery 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:
  1. It is always necessary to specify a member role name:
    org:
          member_role_name: cloudquery-ro
  2. Sourcing credentials that have the necessary organizations permissions can be done in any of the following ways:
    1. Source credentials from the default credential tool chain:
      org:
            member_role_name: cloudquery-ro
    2. 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>
    3. 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: ""
  3. 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>
  4. 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 the skip_organization_units or skip_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>

Arguments for Org block

See AWS org configuration for more information on all the arguments in the org block.

Multi Account: Specific Accounts

CloudQuery 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:
  - id: <AccountID_Alias_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: ""
  - id: <AccountID_Alias_2>
    local_profile: provider
    # Optional. Role ARN we want to assume when accessing this account
    role_arn: <YOUR_ROLE_ARN_2>

Arguments for Accounts block

See AWS accounts configuration for more information on all the arguments in the accounts block.


Versioning

Plugin 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 a 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:
  1. Changing a primary key for a table
  2. Changing the name of a table
  3. Changing the permissions required to sync a resource
  All releases contain a release log that indicates all of the changes (and highlights the breaking changes), all changelogs are available here. 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
  • the table_options parameter in the AWS plugin spec
  • All tables that are prefixed with aws_alpha_ including:
    • aws_alpha_cloudwatch_metrics
      • aws_alpha_cloudwatch_metric_statistics
    • aws_alpha_costexplorer_cost_custom


Subscribe to product updates

Be the first to know about new features.