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  4. Elastic integrations/
  5. AWS

Amazon RDS

Version6.2.0 (View all)
Subscription level
What's this?		Basic
Ingestion method(s)API, AWS CloudWatch, AWS S3
Minimum Kibana version(s)9.2.1
8.19.4

The Amazon RDS integration allows you to monitorAmazon Relational Database Service (Amazon RDS)—a collection of cloud database services.

Use the Amazon RDS integration to collect metrics related to your Amazon databases. Then visualize that data in Kibana, create alerts to notify you if something goes wrong, and reference the metrics when troubleshooting an issue.

For example, you could use this integration to track the latency and throughput on your databases. Then create an alert that posts a message in Slack if your write latency spikes.

Important

Extra AWS charges on API requests will be generated by this integration. CheckAPI Requests for more details.

The Amazon RDS integration collects one type of data: metrics.

Metrics give you insight into the state of Amazon RDS.Metrics collected by the Amazon RDS integration include database dimensions, the lag between database instances, and more. See more details in theMetrics reference.

You need Elasticsearch for storing and searching your data and Kibana for visualizing and managing it. You can use our hosted Elasticsearch Service on Elastic Cloud, which is recommended, or self-manage the Elastic Stack on your own hardware.

Before using any AWS integration you will need:

  • AWS Credentials to connect with your AWS account.
  • AWS Permissions to make sure the user you're using to connect has permission to share the relevant data.

For more details about these requirements, refer to theAWS integration documentation.

Use this integration if you only need to collect data from the Amazon RDS service.

If you want to collect data from two or more AWS services, consider using theAWS integration.When you configure the AWS integration, you can collect data from as many AWS services as you'd like.

For step-by-step instructions on how to set up an integration, see theGetting started guide.

Example
{    "@timestamp": "2022-06-03T15:28:00.000Z",    "agent": {        "ephemeral_id": "c4161c81-1e2e-4e8b-a0be-15940cc13226",        "id": "90bfb41e-b925-420f-973e-9c1115297278",        "name": "docker-fleet-agent",        "type": "metricbeat",        "version": "8.2.0"    },    "aws": {        "cloudwatch": {            "namespace": "AWS/RDS"        },        "dimensions": {            "DatabaseClass": "db.r5.large"        },        "rds": {            "aurora_bin_log_replica_lag": 0,            "aurora_replica": {                "lag": {                    "ms": 19.47                },                "lag_max": {                    "ms": 19.469999313354492                },                "lag_min": {                    "ms": 19.469999313354492                }            },            "aurora_volume_left_total": {                "bytes": 70007366615040            },            "cache_hit_ratio": {                "buffer": 100,                "result_set": 0            },            "database_connections": 0,            "deadlocks": 0,            "engine_uptime": {                "sec": 53016926.5            },            "free_local_storage": {                "bytes": 28622428160            },            "freeable_memory": {                "bytes": 4705378304            },            "latency": {                "commit": 3.536983333333333,                "ddl": 0,                "delete": 0,                "dml": 0.09705000000000001,                "insert": 0.09705000000000001,                "read": 0,                "select": 0.2412933510638298,                "update": 0,                "write": 0.0006218917818574514            },            "login_failures": 0,            "metrics": {                "AbortedClients": {                    "avg": 0                },                "Aurora_pq_request_attempted": {                    "avg": 0                },                "Aurora_pq_request_executed": {                    "avg": 0                },                "Aurora_pq_request_failed": {                    "avg": 0                },                "Aurora_pq_request_in_progress": {                    "avg": 0                },                "Aurora_pq_request_not_chosen": {                    "avg": 0                },                "Aurora_pq_request_not_chosen_below_min_rows": {                    "avg": 0                },                "Aurora_pq_request_not_chosen_few_pages_outside_buffer_pool": {                    "avg": 0                },                "Aurora_pq_request_not_chosen_long_trx": {                    "avg": 0                },                "Aurora_pq_request_not_chosen_pq_high_buffer_pool_pct": {                    "avg": 0                },                "Aurora_pq_request_not_chosen_small_table": {                    "avg": 0                },                "Aurora_pq_request_not_chosen_unsupported_access": {                    "avg": 0                },                "Aurora_pq_request_throttled": {                    "avg": 0                },                "ConnectionAttempts": {                    "avg": 0                },                "NumBinaryLogFiles": {                    "avg": 0                },                "RollbackSegmentHistoryListLength": {                    "avg": 53                },                "RowLockTime": {                    "avg": 0                },                "StorageNetworkReceiveThroughput": {                    "avg": 7104.272100353031                },                "StorageNetworkThroughput": {                    "avg": 22950.537520958267                },                "StorageNetworkTransmitThroughput": {                    "avg": 15846.26542060524                },                "SumBinaryLogSize": {                    "avg": 0                }            },            "queries": 7.737700770575286,            "swap_usage": {                "bytes": 0            },            "throughput": {                "commit": 0.2500125006250313,                "ddl": 0,                "delete": 0,                "dml": 0.2500125006250313,                "insert": 0.2500125006250313,                "network": 1.404177703397091,                "network_receive": 0.7020888516985455,                "network_transmit": 0.7020888516985455,                "select": 2.9051419389878808,                "update": 0            },            "transactions": {                "active": 0,                "blocked": 0            }        }    },    "cloud": {        "account": {            "id": "123456789",            "name": "elastic-beats"        },        "provider": "aws",        "region": "eu-west-1"    },    "data_stream": {        "dataset": "aws.rds",        "namespace": "default",        "type": "metrics"    },    "ecs": {        "version": "8.11.0"    },    "elastic_agent": {        "id": "90bfb41e-b925-420f-973e-9c1115297278",        "snapshot": false,        "version": "8.2.0"    },    "event": {        "agent_id_status": "verified",        "dataset": "aws.rds",        "duration": 12570787900,        "ingested": "2022-06-03T15:28:44Z",        "module": "aws"    },    "metricset": {        "name": "cloudwatch",        "period": 60000    },    "service": {        "type": "aws"    }}

ECS Field Reference

Refer to the followingdocument for detailed information on ECS fields.

Exported fields
FieldDescriptionTypeMetric Type
@timestampEvent timestamp.date
agent.idUnique identifier of this agent (if one exists). Example: For Beats this would be beat.id.keyword
aws.cloudwatch.namespaceThe namespace specified when query cloudwatch api.keyword
aws.dimensions.DBClusterIdentifierThis dimension filters the data that you request for a specific Amazon Aurora DB cluster.keyword
aws.dimensions.DBInstanceIdentifierThis dimension filters the data that you request for a specific DB instance.keyword
aws.dimensions.DatabaseClassThis dimension filters the data that you request for all instances in a database class.keyword
aws.dimensions.EngineNameThis dimension filters the data that you request for the identified engine name only.keyword
aws.dimensions.RoleThis dimension filters the data that you request by instance role (WRITER/READER).keyword
aws.dimensions.SourceRegionThis dimension filters the data that you request for the specified region only.keyword
aws.metrics_names_fingerprintAutogenerated ID representing the fingerprint of the list of metrics names. Applicable only forAmazon Data Firehose integration.keyword
aws.rds.aurora_bin_log_replica_lagThe amount of time a replica DB cluster running on Aurora with MySQL compatibility lags behind the source DB cluster.longgauge
aws.rds.aurora_global_db.data_transfer.bytesIn an Aurora Global Database, the amount of redo log data transferred from the master AWS Region to a secondary AWS Region.longgauge
aws.rds.aurora_global_db.replicated_write_io.bytesIn an Aurora Global Database, the number of write I/O operations replicated from the primary AWS Region to the cluster volume in a secondary AWS Region.longgauge
aws.rds.aurora_global_db.replication_lag.msFor an Aurora Global Database, the amount of lag when replicating updates from the primary AWS Region, in milliseconds.longgauge
aws.rds.aurora_replica.lag.msFor an Aurora Replica, the amount of lag when replicating updates from the primary instance, in milliseconds.longgauge
aws.rds.aurora_replica.lag_max.msThe maximum amount of lag between the primary instance and each Aurora DB instance in the DB cluster, in milliseconds.longgauge
aws.rds.aurora_replica.lag_min.msThe minimum amount of lag between the primary instance and each Aurora DB instance in the DB cluster, in milliseconds.longgauge
aws.rds.aurora_volume_left_total.bytesThe remaining available space for the cluster volume, measured in bytes.longgauge
aws.rds.backtrack_change_records.creation_rateThe number of backtrack change records created over five minutes for your DB cluster.longgauge
aws.rds.backtrack_change_records.storedThe actual number of backtrack change records used by your DB cluster.longgauge
aws.rds.backtrack_window.actualThe difference between the target backtrack window and the actual backtrack window.longgauge
aws.rds.backtrack_window.alertThe number of times that the actual backtrack window is smaller than the target backtrack window for a given period of time.longgauge
aws.rds.backup_storage_billed_total.bytesThe total amount of backup storage in bytes for which you are billed for a given Aurora DB cluster.longgauge
aws.rds.cache_hit_ratio.bufferThe percentage of requests that are served by the buffer cache.longgauge
aws.rds.cache_hit_ratio.result_setThe percentage of requests that are served by the Resultset cache.longgauge
aws.rds.cpu.credit_balanceThe number of earned CPU credits that an instance has accrued since it was launched or started.longgauge
aws.rds.cpu.credit_usageThe number of CPU credits spent by the instance for CPU utilization.longgauge
aws.rds.cpu.total.pctThe percentage of CPU utilization.scaled_floatgauge
aws.rds.database_connectionsThe number of database connections in use.longgauge
aws.rds.db_instance.arnAmazon Resource Name(ARN) for each rds.keyword
aws.rds.db_instance.classContains the name of the compute and memory capacity class of the DB instance.keyword
aws.rds.db_instance.db_cluster_identifierThis identifier is the unique key that identifies a DB cluster specifically for Amazon Aurora DB cluster.keyword
aws.rds.db_instance.engine_nameEach DB instance runs a DB engine, like MySQL, MariaDB, PostgreSQL and etc.keyword
aws.rds.db_instance.identifierContains a user-supplied database identifier. This identifier is the unique key that identifies a DB instance.keyword
aws.rds.db_instance.roleDB roles like WRITER or READER, specifically for Amazon Aurora DB cluster.keyword
aws.rds.db_instance.statusSpecifies the current state of this database.keyword
aws.rds.deadlocksThe average number of deadlocks in the database per second.longgauge
aws.rds.disk_queue_depthThe number of outstanding IOs (read/write requests) waiting to access the disk.floatgauge
aws.rds.disk_usage.bin_log.bytesThe amount of disk space occupied by binary logs on the master. Applies to MySQL read replicas.longgauge
aws.rds.disk_usage.replication_slot.mbThe disk space used by replication slot files. Applies to PostgreSQL.longgauge
aws.rds.disk_usage.transaction_logs.mbThe disk space used by transaction logs. Applies to PostgreSQL.longgauge
aws.rds.engine_uptime.secThe amount of time that the instance has been running, in seconds.longcounter
aws.rds.failed_sql_server_agent_jobsThe number of failed SQL Server Agent jobs during the last minute.longgauge
aws.rds.free_local_storage.bytesThe amount of storage available for temporary tables and logs, in bytes.longgauge
aws.rds.free_storage.bytesThe amount of available storage space.longgauge
aws.rds.freeable_memory.bytesThe amount of available random access memory.longgauge
aws.rds.latency.commitThe amount of latency for commit operations, in milliseconds.floatgauge
aws.rds.latency.ddlThe amount of latency for data definition language (DDL) requests, in milliseconds.floatgauge
aws.rds.latency.deleteThe amount of latency for delete queries, in milliseconds.floatgauge
aws.rds.latency.dmlThe amount of latency for inserts, updates, and deletes, in milliseconds.floatgauge
aws.rds.latency.insertThe amount of latency for insert queries, in milliseconds.floatgauge
aws.rds.latency.readThe average amount of time taken per disk I/O operation.floatgauge
aws.rds.latency.selectThe amount of latency for select queries, in milliseconds.floatgauge
aws.rds.latency.updateThe amount of latency for update queries, in milliseconds.floatgauge
aws.rds.latency.writeThe average amount of time taken per disk I/O operation.floatgauge
aws.rds.login_failuresThe average number of failed login attempts per second.longgauge
aws.rds.maximum_used_transaction_idsThe maximum transaction ID that has been used. Applies to PostgreSQL.longcounter
aws.rds.metrics.*.*Metrics that returned from Cloudwatch API query.double
aws.rds.oldest_replication_slot_lag.mbThe lagging size of the replica lagging the most in terms of WAL data received. Applies to PostgreSQL.longgauge
aws.rds.queriesThe average number of queries executed per second.longgauge
aws.rds.rds_to_aurora_postgresql_replica_lag.secThe amount of lag in seconds when replicating updates from the primary RDS PostgreSQL instance to other nodes in the cluster.longgauge
aws.rds.read_io.ops_per_secThe average number of disk read I/O operations per second.floatgauge
aws.rds.replica_lag.secThe amount of time a Read Replica DB instance lags behind the source DB instance. Applies to MySQL, MariaDB, and PostgreSQL Read Replicas.longgauge
aws.rds.storage_used.backup_retention_period.bytesThe total amount of backup storage in bytes used to support the point-in-time restore feature within the Aurora DB cluster's backup retention window.longgauge
aws.rds.storage_used.snapshot.bytesThe total amount of backup storage in bytes consumed by all Aurora snapshots for an Aurora DB cluster outside its backup retention window.longgauge
aws.rds.swap_usage.bytesThe amount of swap space used on the DB instance. This metric is not available for SQL Server.longgauge
aws.rds.throughput.commitThe average number of commit operations per second.floatgauge
aws.rds.throughput.ddlThe average number of DDL requests per second.floatgauge
aws.rds.throughput.deleteThe average number of delete queries per second.floatgauge
aws.rds.throughput.dmlThe average number of inserts, updates, and deletes per second.floatgauge
aws.rds.throughput.insertThe average number of insert queries per second.floatgauge
aws.rds.throughput.networkThe amount of network throughput both received from and transmitted to clients by each instance in the Aurora MySQL DB cluster, in bytes per second.floatgauge
aws.rds.throughput.network_receiveThe incoming (Receive) network traffic on the DB instance, including both customer database traffic and Amazon RDS traffic used for monitoring and replication.floatgauge
aws.rds.throughput.network_transmitThe outgoing (Transmit) network traffic on the DB instance, including both customer database traffic and Amazon RDS traffic used for monitoring and replication.floatgauge
aws.rds.throughput.readThe average amount of time taken per disk I/O operation.floatgauge
aws.rds.throughput.selectThe average number of select queries per second.floatgauge
aws.rds.throughput.updateThe average number of update queries per second.floatgauge
aws.rds.throughput.writeThe average number of bytes written to disk per second.floatgauge
aws.rds.transaction_logs_generationThe disk space used by transaction logs. Applies to PostgreSQL.longgauge
aws.rds.transactions.activeThe average number of current transactions executing on an Aurora database instance per second.longgauge
aws.rds.transactions.blockedThe average number of transactions in the database that are blocked per second.longgauge
aws.rds.volume.read.iopsThe number of billed read I/O operations from a cluster volume, reported at 5-minute intervals.longgauge
aws.rds.volume.write.iopsThe number of write disk I/O operations to the cluster volume, reported at 5-minute intervals.longgauge
aws.rds.volume_used.bytesThe amount of storage used by your Aurora DB instance, in bytes.longgauge
aws.rds.write_io.ops_per_secThe average number of disk write I/O operations per second.floatgauge
aws.tagsTag key value pairs from aws resources.flattened
cloud.account.idThe cloud account or organization id used to identify different entities in a multi-tenant environment. Examples: AWS account id, Google Cloud ORG Id, or other unique identifier.keyword
cloud.image.idImage ID for the cloud instance.keyword
cloud.regionRegion in which this host, resource, or service is located.keyword
data_stream.datasetData stream dataset.constant_keyword
data_stream.namespaceData stream namespace.constant_keyword
data_stream.typeData stream type.constant_keyword
event.moduleEvent moduleconstant_keyword
host.containerizedIf the host is a container.boolean
host.os.buildOS build information.keyword
host.os.codenameOS codename, if any.keyword

This integration includes one or more Kibana dashboards that visualizes the data collected by the integration. The screenshots below illustrate how the ingested data is displayed.

metricbeat aws rds overview
Changelog
VersionDetailsMinimum Kibana version
6.2.0Enhancement (View pull request)
Add support for theaws.waf.captcha_response.*,aws.waf.challenge_response.*,aws.waf.format_version,aws.waf.ja4_fingerprint,
aws.waf.labels.name,aws.waf.oversize_fields,aws.waf.request_body_size,aws.waf.request_body_size_inspected_by_waf,aws.waf.response_code_sent,
aws.waf.request_headers_inserted.*,host.domain,tls.client.ja3,url.fragment andurl.scheme in waf data stream.
aws.waf.request_headers_inserted.*,tls.client.ja3,url.registered_domain,url.fragment andurl.scheme in waf data stream.
9.2.1
8.19.4
6.1.1Bug fix (View pull request)
Remove duplicate security-solution-default tag references		9.2.1
8.19.4
6.1.0Bug fix (View pull request)
Remove fixed valueevent.dataset mapping for lambda_logs data stream.		9.2.1
8.19.4
6.0.0Breaking change (View pull request)
Remove third-party pipeline for previously removed 'third-party REST API' input from 'AWS Cloudtrail'.		9.2.1
8.19.4
5.6.1Bug fix (View pull request)
Fix Cloudtrail's Lambda event parsing ofvpcConfig.securityGroupIds andvpcConfig.subnetIds fields.		9.2.1
8.19.4
5.6.0Enhancement (View pull request)
Update AWS ALB Grok patterns to support the conn_trace_id field and parse malformed requests missing HTTP versions.		9.2.1
8.19.4
5.5.1Bug fix (View pull request)
Added support for extracting user name from AWS GovCloud STS ARNs and fixed management_event field type conversion.		9.2.1
8.19.4
5.5.0Enhancement (View pull request)
Add dashboards for AWS Web Application Firewall data stream.		9.2.1
8.19.4
5.4.1Enhancement (View pull request)
S3 Access logs, improve S3KEY regex to handle special characters.		9.2.1
8.19.4
5.4.0Enhancement (View pull request)
Add ec2_metrics, lambda, sqs and sns alert rule templates.		9.2.1
8.19.4
5.3.1Bug fix (View pull request)
Addcookies field in cloudfront logs datastream.		9.1.4
8.19.4
5.3.0Enhancement (View pull request)
Added rate limiting and retry configuration for AWS Config data stream.		9.1.4
8.19.4
5.2.0Enhancement (View pull request)
Normalize user fields for AWS CloudTrail events.		9.1.4
8.19.4
5.1.0Enhancement (View pull request)
Setevent.kind toalert on AWS WAF events.		9.1.4
8.19.4
5.0.0Breaking change (View pull request)
Rebrand AWS Security Hub as AWS Security Hub CSPM to align with the vendor's current branding.
This change involves updating theobserver.vendor value toAWS Security Hub CSPM.
9.1.4
8.19.4
4.7.0Enhancement (View pull request)
Add type-specific entity fields to data stream.
This enables better entity classification while maintaining backward compatibility with existingactor.entity.id andtarget.entity.id fields.
9.1.4
8.19.4
4.6.0Enhancement (View pull request)
Retain CloudTrailsessionCredentialFromConsole field asaws.cloudtrail.session_credential_from_console.		9.1.4
8.19.4
4.5.0Enhancement (View pull request)
Prevent updating fleet health status to degraded when the HTTPJSON template value evaluation is empty.		9.1.4
8.19.4
4.4.0Enhancement (View pull request)
Prefer set with copy_from.		9.1.0
8.19.0
4.3.2Bug fix (View pull request)
Update transform to filter out document containing an error.message from AWS Config, AWS Inspector, and AWS Security Hub latest indexes.		9.1.0
8.19.0
4.3.1Bug fix (View pull request)
Update the AWS CloudWatch documentation.		9.1.0
8.19.0
4.3.0Enhancement (View pull request)
Improve documentation to align with new guidelines.		9.1.0
8.19.0
4.2.0Enhancement (View pull request)
Adduser.name to Cloudtrail'sUserAuthentication events.		9.1.0
8.19.0
4.1.0Enhancement (View pull request)
Addvulnerability_workflow andmisconfiguration_workflow sub category labels.		9.1.0
8.19.0
4.0.0Enhancement (View pull request)
Add latest transform toAWS Config andAWS Inspector.
This enables support for extended protections forAWS Config andAWS Inspector.


Breaking change (View pull request)
The latest transforms requirestransform node and necessary permissions to use the transform.
The transforms stores the latest copy of vulnerabilities and misconfigurations in the destination indices, which will require additional storage.
Due to change in fingeprinting on source indices, duplicates occur on source indices ofAWS Config andAWS Inspector.
9.1.0
8.19.0
3.17.2Bug fix (View pull request)
Fix Cloudtrail's Lambda event parsing ofvpcConfig.securityGroupIds andvpcConfig.subnetIds fields.		9.0.0
8.18.0
8.17.4
8.16.6
3.17.1Bug fix (View pull request)
Disable lastSync start_position configuration for CloudWatch as it's incompatible with versions below 9.x.		9.0.0
8.18.0
8.17.4
8.16.6
3.17.0Enhancement (View pull request)
Enable Agentless deployment for AWS GuardDuty.		9.0.0
8.18.0
8.17.4
8.16.6
3.16.0Enhancement (View pull request)
Maprecipient_account_id tocloud.account.id for AWS CloudTrail.		9.0.0
8.18.0
8.17.4
8.16.6
3.15.0Enhancement (View pull request)
Add support for VPC Flow logs versions 6, 7, and 8.		9.0.0
8.18.0
8.17.4
8.16.6
3.14.2Bug fix (View pull request)
Remove unused agent files.		9.0.0
8.18.0
8.17.4
8.16.6
3.14.1Bug fix (View pull request)
Fixed issue where empty DescribeConfigRules responses caused 'index out of bounds' errors in AWS Config integration.		9.0.0
8.18.0
8.17.4
8.16.6
3.14.0Enhancement (View pull request)
Prevent logging expected agent HTTP JSON template errors.		9.0.0
8.18.0
8.17.4
8.16.6
3.13.4Bug fix (View pull request)
Add description on lastSync start_position configuration for CloudWatch.		9.0.0
8.18.0
8.17.4
8.16.6
3.13.3Bug fix (View pull request)
Remove redundant code from config data stream agent configuration.		9.0.0
8.18.0
8.17.4
8.16.6
3.13.2Bug fix (View pull request)
Remove Include Linked Accounts config option from AWS Health.		9.0.0
8.18.0
8.17.4
8.16.6
3.13.1Bug fix (View pull request)
Avoid updating fleet health status to degraded when Guardduty has no findings.		9.0.0
8.18.0
8.17.4
8.16.6
3.13.0Enhancement (View pull request)
Reduce unnecessary work done in cloudtrail data stream when flattened fields are not required.		9.0.0
8.18.0
8.17.4
8.16.6
3.12.0Enhancement (View pull request)
Mapping changes ininspector datastream for Cloud Detection and Response (CDR) vulnerability workflow.
Parse and map newly introduced fields in theinspector data stream.
Enable request trace log removal and Agentless deployment in theinspector data stream.
9.0.0
8.18.0
8.17.4
8.16.6
3.11.0Bug fix (View pull request)
FixtlsVersion parsing when not properly defined in cloudtrail event.

Enhancement (View pull request)
Add empty value removal script to cloudtrail data stream ingest pipeline.		9.0.0
8.18.0
8.17.4
8.16.6
3.10.1Bug fix (View pull request)
Fix configuration template typo.		9.0.0
8.18.0
8.17.4
8.16.6
3.10.0Enhancement (View pull request)
Allow user-specification of fields to retain in the cloudtrail data stream.		9.0.0
8.18.0
8.17.4
8.16.6
3.9.0Enhancement (View pull request)
Ingest managed insights from Security Hub.		9.0.0
8.18.0
8.17.4
8.16.6
3.8.2Bug fix (View pull request)
Fix null reference in securityhub_findings* data streams when extractinghost.ip.		9.0.0
8.18.0
8.17.4
8.16.6
3.8.1Bug fix (View pull request)
Modify the data type ofevent.kind from a constant_keyword to a keyword to handle pipeline errors that sendevent.kind aspipeline_error.		9.0.0
8.18.0
8.17.4
8.16.6
3.8.0Enhancement (View pull request)
Standardize user fields processing across integrations.		9.0.0
8.18.0
8.17.4
8.16.6
3.7.1Bug fix (View pull request)
Add temporary processor to remove the fields added by the Agentless policy.		9.0.0
8.18.0
8.17.4
8.16.6
3.7.0Enhancement (View pull request)
Add AWS lambda logs overview dashboard.		9.0.0
8.18.0
8.17.4
8.16.6
3.6.0Enhancement (View pull request)
Add AWS lambda logs dataset.		9.0.0
8.18.0
8.17.4
8.16.6
3.5.2Bug fix (View pull request)
Add RedshiftInstanceType dimension.		9.0.0
8.18.0
8.17.4
8.16.6
3.5.1Enhancement (View pull request)
Change Redshift terraform node type becausedc2.large is deprecated and leads to system tests fails.		9.0.0
8.18.0
8.17.4
8.16.6
3.5.0Enhancement (View pull request)
Add theexternal_id field to data streams collecting data from S3.		9.0.0
8.18.0
8.17.4
8.16.6
3.4.0Enhancement (View pull request)
Add new AWS Config datastream.		9.0.0
8.18.0
8.17.4
8.16.6
3.3.3Enhancement (View pull request)
Update README - Document ingested log types of AWS Network Firewall.		9.0.0
8.18.0
8.17.4
8.16.6
3.3.2Enhancement (View pull request)
Update README - EC2 Instance IAM Role for AWS Authentication		9.0.0
8.18.0
8.17.4
8.16.6
3.3.1Bug fix (View pull request)
Fix handling of duplicate fields in Network Firewall Logs data stream.		9.0.0
8.18.0
8.17.4
8.16.6
3.3.0Enhancement (View pull request)
Remove deprecated httpjson input for cloudtrail data stream.		9.0.0
8.18.0
8.17.4
8.16.6
3.2.0Enhancement (View pull request)
Add agentless deployment for AWS Security Hub.		9.0.0
8.18.0
8.17.4
8.16.6
3.1.0Enhancement (View pull request)
Enhancements for Guardduty dashboards.		9.0.0
8.18.0
8.17.4
8.16.6
3.0.0Breaking change (View pull request)
Add new Security Hub Findings Full Posture data stream. If you rely on Findings > Misconfigurations view, enable this new data stream.		9.0.0
8.18.0
8.17.4
8.16.6
2.45.2Enhancement (View pull request)
Update grok pattern for AWS S3 access ingest pipeline		9.0.0
8.16.5
2.45.1Bug fix (View pull request)
Fix handling of SQS worker count configuration.		9.0.0
8.16.5
2.45.0Breaking change (View pull request)
Update default data_stream.dataset to aws.cloudwatch_logs for cloudwatch_logs data stream.		9.0.0
8.16.5
2.44.0Enhancement (View pull request)
Addactor.entity.id andtarget.entity.id		9.0.0
8.16.5
2.43.0Enhancement (View pull request)
Setevent.type andevent.action fields in vpcflow logs.		9.0.0
8.16.5
2.42.0Enhancement (View pull request)
Add support to configure start_timestamp and ignore_older configurations for AWS S3 backed inputs.		9.0.0
8.16.5
2.41.1Bug fix (View pull request)
Updated SSL description to be uniform and to include links to documentation.		9.0.0
8.16.2
2.41.0Enhancement (View pull request)
Ignore longcloudtrail.request_parameters andcloudtrail.response_elements fields.		9.0.0
8.16.2
2.40.0Enhancement (View pull request)
Add support for Kibana9.0.0.		9.0.0
8.16.2
2.39.0Enhancement (View pull request)
Allow the usage of deprecated log input and support for stack 9.0		8.16.2
2.38.2Bug fix (View pull request)
Update links to getting started docs		8.16.2
2.38.1Enhancement (View pull request)
Add missing category.		8.16.2
2.38.0Enhancement (View pull request)
Add support for Access Point ARN when collecting logs via the AWS S3 Bucket.		8.16.2
2.37.0Enhancement (View pull request)
Map aws.dimensions as object instead of flattened in CloudWatch metrics.		8.16.0
2.36.2Enhancement (View pull request)
Include pipeline test examples to accommodate the new Cloudtrail format for theCreateGroup andUpdateGroup event types.		8.16.0
2.36.1Enhancement (View pull request)
Add SQS API calls documentation and required S3 permissions.		8.16.0
2.36.0Enhancement (View pull request)
Add ELB connection logs dashboards for application load balancers.		8.16.0
2.35.0Enhancement (View pull request)
Add the support for connection logs for AWS ELB dataset for Application Load Balancers.		8.16.0
2.34.0Enhancement (View pull request)
Add Lambda Event Source Mapping metrics and improve Lambda dashboard to display the new metrics.		8.16.0
2.33.0Enhancement (View pull request)
Add option to check linked accounts when using log group prefixes to derive matching log groups		8.16.0
2.32.0Bug fix (View pull request)
Implemented grok processor based parsing for ipv6 & ipv4 addresses in the AWS CloudFront logs.

Enhancement (View pull request)
Auto formatted various text descriptions and newlines across all data streams via elastic-package.		8.16.0
2.31.4Bug fix (View pull request)
Update documentation with required permissions for AWS Inspector.		8.16.0
2.31.3Bug fix (View pull request)
Removed thereducedTimeRange filter from the AWS Billing Total Estimated Charges lens to ensure value is displayed.		8.16.0
2.31.2Bug fix (View pull request)
Add the support for listeners with ALPN policy extension in ELB dataset for Network Load Balancers.		8.16.0
2.31.1Bug fix (View pull request)
Addcloud.provider,event.kind, andobserver.vendor fields to _source as needed by CDR workflows.		8.16.0
2.31.0Enhancement (View pull request)
Improve support for Cloud Detection and Response (CDR) workflows in securityhub_findings data stream.		8.16.0
2.30.3Enhancement (View pull request)
Map aws.dimensions as object instead of flattened in CloudWatch metrics (backported from 2.37.0)		8.15.2
2.30.2Bug fix (View pull request)
Add the support for listeners with ALPN policy extension in ELB dataset for Network Load Balancers.		8.15.2
2.30.1Bug fix (View pull request)
Update the AWS dashboard panels.		8.15.2
2.30.0Enhancement (View pull request)
Support configuring the Owning Account		8.15.2
2.29.0Enhancement (View pull request)
Add mapping for the service.runtimeDetails fields in GuardDuty events.		8.15.0
2.28.0Enhancement (View pull request)
Add reference to AWS API requests and pricing information.		8.15.0
2.27.0Enhancement (View pull request)
Improve ingest pipeline error reporting.		8.15.0
2.26.0Enhancement (View pull request)
Add more data to related.entity field.		8.15.0
2.26.0-preview01Enhancement (View pull request)
Add related.entity field.		—
2.25.1Bug fix (View pull request)
Add aws.metrics_names_fingerprint field and mark it as a dimension.		8.14.0
2.25.0Enhancement (View pull request)
Allow @custom pipeline access to event.original without setting preserve_original_event.		8.14.0
2.24.3Bug fix (View pull request)
Fix aws.metrics_names_fingerprint field.		8.14.0
2.24.2Bug fix (View pull request)
Add aws.metrics_names_fingerprint.		8.14.0
2.24.1Bug fix (View pull request)
Fixed and refactored AWS cloudfront log parsing.		8.14.0
2.24.0Enhancement (View pull request)
Add dot_expander processor into metrics ingest pipeline.		8.14.0
2.23.0Enhancement (View pull request)
Split the current AWS ELB dashboard into 3 separate dashboards, each focusing on a specific type of load balancer ELB, ALB, and NLB.		8.14.0
2.22.1Bug fix (View pull request)
Update max_number_of_messages parameter description		8.14.0
2.22.0Enhancement (View pull request)
Add global dataset filter for dashboards to improve performance.		8.14.0
2.21.0Enhancement (View pull request)
Fix route53 public logs grok pattern.		8.14.0
2.20.0Enhancement (View pull request)
Add S3 polling option to data streams use aws-s3 input		8.14.0
2.19.0Enhancement (View pull request)
Add a visualization panel to display the Inbound and Outbound traffic of Application load balancers.		8.14.0
2.18.0Enhancement (View pull request)
Add AWS Health integration.		8.14.0
2.17.0Enhancement (View pull request)
ECS version updated to 8.11.0. Update the kibana constraint to ^8.13.0. Modified the field definitions to remove ECS fields made redundant by the ecs@mappings component template.		8.13.0
2.16.0Enhancement (View pull request)
Add TargetResponseTime metric to ELB Application metrics.		8.12.0
2.15.4Bug fix (View pull request)
Fix AWS Network Firewall title and description.		8.12.0
2.15.3Enhancement (View pull request)
Add endpoint + region variables to all SQS based AWS integrations.		8.12.0
2.15.2Bug fix (View pull request)
Fix AWS Cloudtrail resources field processing.		8.12.0
2.15.1Bug fix (View pull request)
Don't index empty AWS Security Hub responses.		8.12.0
2.15.0Enhancement (View pull request)
Adds async event age and drops metrics, and implements sum aggregation for existing lambda metrics.		8.12.0
2.14.2Bug fix (View pull request)
Update aggregation function for AWS lambda invocation metric.		8.12.0
2.14.1Enhancement (View pull request)
Document billing data stream limitations.		8.12.0
2.14.0Enhancement (View pull request)
Add ability to set processors and leader election on AWS Billing.		8.12.0
2.13.1Enhancement (View pull request)
Update latency parameter description		8.12.0
2.13.0Enhancement (View pull request)
Add Amazon MSK integration		8.12.0
2.12.2Bug fix (View pull request)
Fix an issue were the "_id" field was being used to aggregate data in Severity Over Time dashboard.		8.12.0
2.12.1Enhancement (View pull request)
Add cloudsecurity_cdr sub category label.		8.12.0
2.12.0Enhancement (View pull request)
Enable 'secret' for the sensitive fields.		8.12.0
2.11.3Bug fix (View pull request)
Fix query range calculation for GuardDuty datastream.		8.10.2
2.11.2Bug fix (View pull request)
Remove hardcoded event.dataset field and use ecs instead.		8.10.2
2.11.1Enhancement (View pull request)
Improve wording on milliseconds.		8.10.2
2.11.0Enhancement (View pull request)
Convert Total Estimated Charges panel to new metric visualization.		8.10.2
2.10.2Bug fix (View pull request)
Fix dimensions fingerprint field		8.10.2
2.10.1Bug fix (View pull request)
Fix exclude_files pattern.		8.10.2
2.10.0Enhancement (View pull request)
Convert "AWS Redshift metrics overview" visualizations to new metric.		8.10.2
2.9.1Bug fix (View pull request)
Change SQS metrics statistic method, which includes changing ApproximateAgeOfOldestMessage from average to max, changing NumberOfMessagesDeleted, NumberOfEmptyReceives, NumberOfMessagesReceived and NumberOfMessagesSent from average to sum.		8.9.0
2.9.0Enhancement (View pull request)
Limit request tracer log count to five.		8.9.0
2.8.6Bug fix (View pull request)
Add missing fields from beats input		8.9.0
2.8.5Enhancement (View pull request)
Update donut charts with pie for better representation		8.9.0
2.8.4Bug fix (View pull request)
Remove unused aws..metrics..* and aws.s3.bucket.name		8.9.0
2.8.3Bug fix (View pull request)
Include documentation and mappings for subfields of dns.answers

Bug fix (View pull request)
Fix mapping for tags and dynamic metric fields		8.9.0
2.8.2Bug fix (View pull request)
Add null checks and ignore_missing checks to the rename processor		8.9.0
2.8.1Bug fix (View pull request)
Fix incorrect billing metrics displayed under AWS Billing overview dashboard.		8.9.0
2.8.0Enhancement (View pull request)
Allow configuration of TLD for guardduty, inspector, and security hub datastreams.		8.9.0
2.7.0Enhancement (View pull request)
Add tags.yml file so that integration's dashboards and saved searches are tagged with "Security Solution" and displayed in the Security Solution UI.

Enhancement (View pull request)
Upgrade package spec to 3.0.0.

Bug fix (View pull request)
Fix duplicated and invalid field definitions.

Bug fix (View pull request)
Add missing dashboard filters.		8.9.0
2.6.1Bug fix (View pull request)
Fix AWS API Gateway logs dashboard lens		8.9.0
2.6.0Enhancement (View pull request)
ECS version updated to 8.10.0.		8.9.0
2.5.0Enhancement (View pull request)
Update Cloudtrail datastream to support tlsDetails field		8.9.0
2.4.1Bug fix (View pull request)
Fix Security Hub Findings to abide by ECS allowed values.		8.9.0
2.4.0Bug fix (View pull request)
Add AWS API Gateway metrics dashboards for each API type and additional filters which ensure data consistency		8.9.0
2.3.0Enhancement (View pull request)
Change include_linked_accounts default to true		8.9.0
2.2.1Bug fix (View pull request)
Fix GuardDuty API call parameter.		8.9.0
2.2.0Enhancement (View pull request)
Add AWS API Gateway metrics dashboard Stage filter, control groups and clean up		8.9.0
2.1.2Bug fix (View pull request)
Fix AWS API Gateway metrics dashboard		8.9.0
2.1.1Enhancement (View pull request)
Improve AWS API Gateway dashboard		8.9.0
2.1.0Enhancement (View pull request)
Enable TSDB by default for EC2 metrics data stream. This improves storage usage and query performance. For more details, seehttps://www.elastic.co/guide/en/elasticsearch/reference/current/tsds.html.		8.9.0
2.0.0Enhancement (View pull request)
Remove deprecated option for "Cloudwatch via S3"from the AWS CloudWatch integration. If you are using it take note that logs WON'T BE ingested via this route anymore once you update.		8.9.0
1.53.5Enhancement (View pull request)
Set metric type in EC2 data stream fields.		8.9.0
1.53.4Enhancement (View pull request)
Add dimension fields to EC2 data stream.		8.9.0
1.53.3Enhancement (View pull request)
Add missing fields definition for ec2		8.9.0
1.53.2Bug fix (View pull request)
Remove the remove processor since rename processor removes old field already.		8.9.0
1.53.1Enhancement (View pull request)
Disable TSDB on AWS Billing.		8.9.0
1.53.0Enhancement (View pull request)
Add AWS API Gateway custom acccess logging fields.		8.9.0
1.52.1Enhancement (View pull request)
Use default color for AWS dashboards metric charts.		8.9.0
1.52.0Enhancement (View pull request)
Enable TSDB by default for cloudwatch metrics data stream. This improves storage usage and query performance. For more details, seehttps://www.elastic.co/guide/en/elasticsearch/reference/current/tsds.html.		8.9.0
1.51.3Bug fix (View pull request)
Remove hardcoded event.dataset field and use ecs instead.		8.8.1
1.51.2Enhancement (View pull request)
Disable TSDB on AWS Billing.		8.8.1
1.51.1Enhancement (View pull request)
Use object metric type for the cloudwatch metrics		8.8.1
1.51.0Enhancement (View pull request)
Add standalone S3 option for vpcflow		8.8.1
1.50.6Enhancement (View pull request)
Add metric_type metadata to the cloudwatch data_stream		8.8.1
1.50.5Enhancement (View pull request)
Migrate AWS Security Hub dashboards to lens.		8.8.1
1.50.4Enhancement (View pull request)
Migrate AWS VPC dashboard visualizations to lens.		8.8.1
1.50.3Enhancement (View pull request)
Add EMR logs dashboard.		8.8.1
1.50.2Enhancement (View pull request)
Migrate AWS Billing dashboard visualizations to lens.		8.8.1
1.50.1Enhancement (View pull request)
Add AWS API Gateway logs dashboard.		8.8.1
1.50.0Enhancement (View pull request)
Add EMR logs data stream.		8.8.1
1.49.0Enhancement (View pull request)
Add API Gateway logs datastream		8.8.1
1.48.0Enhancement (View pull request)
Adding missing fields for the CloudTrail datastream - add option for standalone S3 bucket		8.8.1
1.47.1Enhancement (View pull request)
Migrate AWS Redshift dashboard input controls.		8.8.1
1.47.0Enhancement (View pull request)
Migrate AWS S3 Server Access Log Overview dashboard visualizations to lens.		8.8.1
1.46.9Enhancement (View pull request)
Migrate AWS Network Firewall dashboard input controls.		8.8.1
1.46.8Enhancement (View pull request)
Add dimensions metadata to the cloudwatch data_stream		8.8.1
1.46.7Enhancement (View pull request)
Enable time series data streams for the API Gateway and EMR data streams. This improves storage usage and query performance. For more details, seehttps://www.elastic.co/guide/en/elasticsearch/reference/current/tsds.html.		8.8.1
1.46.6Enhancement (View pull request)
Update metric type and set dimension fields for AWS EMR data stream.		8.8.1
1.46.5Enhancement (View pull request)
Fix metric type for API Gateway metric fields.		8.8.1
1.46.4Enhancement (View pull request)
Set dimensions fields for API Gateway data stream.		—
1.46.3Enhancement (View pull request)
Add missing S3 fields for vpcflow		8.8.1
1.46.2Enhancement (View pull request)
Enable time series data streams for the S3 daily storage and S3 request datasets. This improves storage usage and query performance. For more details, seehttps://www.elastic.co/guide/en/elasticsearch/reference/current/tsds.html.		8.8.1
1.46.1Enhancement (View pull request)
Enable time series data streams for the Usage dataset. This improves storage usage and query performance. For more details, seehttps://www.elastic.co/guide/en/elasticsearch/reference/current/tsds.html.		8.8.1
1.46.0Enhancement (View pull request)
Enable time series data streams for the metrics datasets Billing, DynamoDB, EBS, ECS, ELB, Firewall, Kinesis, Lambda, NAT gateway, RDS, Redshift, S3 Storage Lens, SNS, SQS, Transit Gateway and VPN. This improves storage usage and query performance. For more details, seehttps://www.elastic.co/guide/en/elasticsearch/reference/current/tsds.html.		8.8.1
1.45.9Enhancement (View pull request)
Add new fingerprint dimension to AWS Billing.		8.8.1
1.45.8Enhancement (View pull request)
Add metric_type metadata to s3_daily_storage and s3_request data streams.		8.8.1
1.45.7Enhancement (View pull request)
Add dimension fields metadata to s3_request and s3_data_storage data streams to support TSDB		8.8.1
1.45.6Enhancement (View pull request)
Add metric type to S3 Storage Lens.		8.8.1
1.45.4Enhancement (View pull request)
Set dimension fields for S3 Storage Lens.		8.8.1
1.45.3Bug fix (View pull request)
Remove aws.dimensions.* from package-fields.yml		8.8.1
1.45.2Enhancement (View pull request)
Add AWS EMR metrics dashboard.		8.8.1
1.45.1Enhancement (View pull request)
Add AWS API Gateway dashboard.		8.8.1
1.45.0Enhancement (View pull request)
Add AWS EMR metrics data stream.		8.8.1
1.44.4Enhancement (View pull request)
Migrate AWS Metric Overview dashboard visualizations to lens.		8.8.1
1.44.3Enhancement (View pull request)
Migrate AWS ELB Access Log dashboard visualizations to lens.		8.8.1
1.44.2Bug fix (View pull request)
Fix image link in readme		8.8.1
1.44.1Enhancement (View pull request)
Migrate AWS TransitGateway metrics dashboard to lenses.		8.8.1
1.44.0Enhancement (View pull request)
Add permissions to reroute events to logs-- for cloudwatch_logs and ec2_logs datastream.		8.8.1
1.43.2Enhancement (View pull request)
Add documentation for latency parameter		8.8.1
1.43.1Enhancement (View pull request)
Add tags_filter and include_linked_accounts config parameter in missing metric data streams.		8.8.1
1.43.0Enhancement (View pull request)
Add include_linked_accounts config parameter for metrics data streams.		8.8.1
1.42.0Enhancement (View pull request)
Add field agent.id to be set as dimension for TSDB migration.		8.7.1
1.41.0Enhancement (View pull request)
Migrate AWS NATGateway metrics dashboard visualizations to lenses.		8.7.1
1.40.9Enhancement (View pull request)
Migrate AWS ELB metrics dashboard visualizations to lenses.		8.7.1
1.40.8Enhancement (View pull request)
Migrate EC2 metrics dashboard visualizations to lenses.		8.7.1
1.40.7Enhancement (View pull request)
Add AWS Firewall metrics dashboard input control groups.		8.7.1
1.40.6Enhancement (View pull request)
Migrate AWS S3 Storage Lens dashboard visualizations to lens.		8.7.1
1.40.5Enhancement (View pull request)
Migrate Usage Overview dashboard to lenses.		8.7.1
1.40.4Enhancement (View pull request)
Migrate AWS CloudTrail dashboard visualizations to lenses.		8.7.1
1.40.3Enhancement (View pull request)
Add fields metric type to usage, dynamoDB and ELB data streams.		8.7.1
1.40.2Enhancement (View pull request)
Replace aws.rds.db_instance.identifier with aws.dimensions.DBInstanceIdentifier in RDS dashboard.		8.7.1
1.40.1Enhancement (View pull request)
Add link to main AWS requirements in all integrations page.		8.7.1
1.40.0Enhancement (View pull request)
Add metric type to SNS, SQS and Billing data streams.		8.7.1
1.39.0Enhancement (View pull request)
Add AWS API Gateway data stream.		8.7.1
1.38.4Enhancement (View pull request)
Add dimension fields to billing, sns and sqs data streams.		8.7.1
1.38.3Enhancement (View pull request)
Add dimension fields to firewall, transit gateway and vpn data streams.		8.7.1
1.38.2Enhancement (View pull request)
Add metric type to vpn, firewall and transit gateway data streams.		8.7.1
1.38.1Enhancement (View pull request)
Add metric type to RDS data stream.		8.7.1
1.38.0Enhancement (View pull request)
Add dimensions to RDS data stream.		8.7.1
1.37.3Bug fix (View pull request)
Fix incorrect fields on multiple visualizations.		8.7.1
1.37.2Enhancement (View pull request)
Migrate AWS RDS metrics dashboard to lenses.		8.7.1
1.37.1Enhancement (View pull request)
Migrate AWS SNS dashboard visualizations to lenses.		8.7.1
1.37.0Enhancement (View pull request)
Migrate AWS SQS metrics dashboard visualizations to lenses.		8.7.1
1.36.9Enhancement (View pull request)
Migrate AWS VPN metrics dashboard to lenses.		8.7.1
1.36.8Enhancement (View pull request)
Add dimension fields to usage, dynamoDB and ELB data streams.		8.7.1
1.36.7Enhancement (View pull request)
Add dimension fields to Lambda data stream for TSDB support.		8.7.1
1.36.6Enhancement (View pull request)
Add metric type to natgateway data stream fields.		8.7.1
1.36.5Enhancement (View pull request)
Add metric type to EBS fields.		8.7.1
1.36.4Enhancement (View pull request)
Add support for TSDB on kinesis data stream (metric type).		8.7.1
1.36.3Enhancement (View pull request)
Add dimensions to Redshift data stream.		8.7.1
1.36.2Enhancement (View pull request)
Add metric type mapping to Redshift data stream.		8.7.1
1.36.1Enhancement (View pull request)
Add dimension fields to natgateway data stream.		8.7.1
1.36.0Enhancement (View pull request)
Add metric type to Lambda fields.		8.7.1
1.35.1Bug fix (View pull request)
Fix typo in field name causing erroneous timestamp detection on the s3access data stream.		8.7.1
1.35.0Enhancement (View pull request)
Add a new flag to enable request tracing onhttpjson based input		8.7.1
1.34.5Enhancement (View pull request)
Migrate AWS Lambda metrics dashboard visualizations to lenses.		8.6.0
1.34.4Enhancement (View pull request)
Migrate AWS DynamoDB metrics dashboard visualizations to lenses.		8.6.0
1.34.3Enhancement (View pull request)
Add field metric type to ECS data stream.		8.6.0
1.34.2Enhancement (View pull request)
Add dimension fields to Kinesis datastream.		8.6.0
1.34.1Enhancement (View pull request)
Add dimension fields to ECS datastream for TSDB support.		8.6.0
1.34.0Enhancement (View pull request)
Add dimensions to EBS data stream.		8.6.0
1.33.3Enhancement (View pull request)
Add number_of_workers and latency to all CloudWatch Logs based integrations.		8.6.0
1.33.2Bug fix (View pull request)
Add missing permissions in the AWS Billing integration documentation.		8.6.0
1.33.1Bug fix (View pull request)
Add missing permissions in the AWS CloudWatch Logs integration documentation.		8.6.0
1.33.0Enhancement (View pull request)
Add latency configuration option on the CloudWatch Logs integration.		8.6.0
1.32.2Bug fix (View pull request)
Fix a minor documentation format issue.		8.6.0
1.32.1Enhancement (View pull request)
Added categories and/or subcategories.		8.6.0
1.32.0Enhancement (View pull request)
Migrate AWS EBS dashboard visualizations to lenses.		8.6.0
1.31.0Enhancement (View pull request)
Add a data stream for Amazon GuardDuty.		8.6.0
1.30.0Enhancement (View pull request)
Add dashboards data streams filters.		8.6.0
1.29.1Bug fix (View pull request)
Drop comments from CloudFront loglines		8.6.0
1.29.0Enhancement (View pull request)
Add data_granularity parameter and rename period title to Collection Period.		8.6.0
1.28.3Bug fix (View pull request)
Remove quotes from VPC flow log message field and move dot_expander processor to top		8.4.0
1.28.2Bug fix (View pull request)
Add dot_expander processor to expand all fields with dot into object fields

Bug fix (View pull request)
Support VPC flow log with message field		8.4.0
1.28.1Enhancement (View pull request)
Adjust kinesis integration to kinesis data stream		8.4.0
1.28.0Enhancement (View pull request)
Enhance S3 integration dashboard		8.4.0
1.27.3Bug fix (View pull request)
Support multiple forwarded IPs in cloudfront integration		8.4.0
1.27.2Enhancement (View pull request)
Update the pagination termination condition.		8.4.0
1.27.1Enhancement (View pull request)
Added a Summary Dashboard for AWS Security Hub.		8.4.0
1.27.0Enhancement (View pull request)
Add Inspector data stream.		8.4.0
1.25.3Bug fix (View pull request)
Remove duplicate fields from agent.yml and use ecs.yml for ECS fields		8.3.0
1.25.2Bug fix (View pull request)
Update ec2 fields.yml doc		8.3.0
1.25.1Bug fix (View pull request)
Remove duplicate 'content_type' config that causes errors while configurating the integration.		8.3.0
1.25.0Enhancement (View pull request)
Force content type where json content is expected		8.3.0
1.24.6Bug fix (View pull request)
Enhance Kinesis integration dashboard		8.3.0
1.24.5Bug fix (View pull request)
Allow adding multiple processors in cloudfront logs.		8.3.0
1.24.4Bug fix (View pull request)
Do not rely on dynamodb lightweight module metricset.		8.3.0
1.24.3Bug fix (View pull request)
Fix adding processors in cloudfront logs.		8.3.0
1.24.2Bug fix (View pull request)
Fix billing datastream agent template.		8.3.0
1.24.1Bug fix (View pull request)
Fix aws.cloudtrail.request_id parsing		8.3.0
1.24.0Bug fix (View pull request)
Expose Default Region setting to UI		8.3.0
1.23.4Bug fix (View pull request)
Set default endpoint to empty string		8.3.0
1.23.3Bug fix (View pull request)
Fix Billing Dashboard		8.3.0
1.23.2Bug fix (View pull request)
Fix EC2 dashboard		8.3.0
1.23.1Enhancement (View pull request)
Update all AWS documentation.		8.1.0
1.23.0Bug fix (View pull request)
Fix file.path field in cloudtrail data stream to use json.digestS3Object		8.1.0
1.22.0Enhancement (View pull request)
Updatecloud.region parsing		8.1.0
1.21.0Enhancement (View pull request)
Add Security Hub Findings and Insights data streams		8.1.0
1.20.0Enhancement (View pull request)
Improve dashboards by removing individual visualizations from library		8.1.0
1.19.5Enhancement (View pull request)
Move ebs metrics config from beats to integrations		8.0.0
7.15.0
1.19.4Bug fix (View pull request)
Fix proxy URL documentation rendering.		8.0.0
7.15.0
1.19.3Bug fix (View pull request)
Update sample_event.json in kinesis data stream		8.0.0
7.15.0
1.19.2Enhancement (View pull request)
Move NATGateway metrics config from beats to integrations		8.0.0
7.15.0
1.19.1Enhancement (View pull request)
Move Transit Gateway metrics config from beats to integrations		8.0.0
7.15.0
1.19.0Enhancement (View pull request)
Add Kinesis metrics datastream		8.0.0
7.15.0
1.18.2Enhancement (View pull request)
Move s3_request metrics config from beats to integrations

Enhancement (View pull request)
Move s3_daily_storage metrics config from beats to integrations

Enhancement (View pull request)
Move SQS metrics config from beats to integrations

Enhancement (View pull request)
Move SNS metrics config from beats to integrations

Enhancement (View pull request)
Move lambda metrics config from beats to integrations		8.0.0
7.15.0
1.18.1Enhancement (View pull request)
Release AWS billing integration as GA		8.0.0
7.15.0
1.18.0Enhancement (View pull request)
Add ECS metricset

Bug fix (View pull request)
Fix incorrect fields on multiple visualizations		8.0.0
7.15.0
1.17.5Enhancement (View pull request)
Release Amazon Redshift integration as GA		8.0.0
7.15.0
1.17.4Bug fix (View pull request)
Fix data_stream.dataset indentation on cloudwatch_logs integration		8.0.0
7.15.0
1.17.3Bug fix (View pull request)
Add missing endpoint config to metrics datasets.

Enhancement (View pull request)
Move usage metrics config from beats to integrations

Enhancement (View pull request)
Move dynamodb metrics config from beats to integrations		8.0.0
7.15.0
1.17.2Bug fix (View pull request)
Improve support for event.original field from upstream forwarders.		8.0.0
7.15.0
1.17.1Bug fix (View pull request)
Fix misspelling of Log Stream Prefix variable in manifest for aws-cloudwatch input		8.0.0
7.15.0
1.17.0Enhancement (View pull request)
Added Redshift integration		8.0.0
7.15.0
1.16.6Enhancement (View pull request)
Update documentation with additional context for new users.		8.0.0
7.15.0
1.16.5Enhancement (View pull request)
Move ELB metrics config from beats to integrations		—
1.16.4Bug fix (View pull request)
Fix ELB dataset to parse URLs with spaces

Enhancement (View pull request)
Upgrade ECS to 8.2.0		8.0.0
7.15.0
1.16.3Enhancement (View pull request)
Move RDS metrics config from beats to integrations		—
1.16.2Enhancement (View pull request)
Move EC2 metrics config from beats to integrations		—
1.16.1Bug fix (View pull request)
Fix invalid values for ECS fields in vpcflow		—
1.16.0Enhancement (View pull request)
Move VPN configuration file into integrations and add tag collection		8.0.0
7.15.0
1.15.0Enhancement (View pull request)
Deprecate s3 input in cloudwatch integration

Enhancement (View pull request)
Improve description for cloudwatch integration		—
1.14.8Bug fix (View pull request)
Fix http.response.status_code to accept 000		8.0.0
7.15.0
1.14.7Bug fix (View pull request)
Fix aws.dimensions.* for rds data stream

Bug fix (View pull request)
Fix aws.dimensions.* for sns data stream

Bug fix (View pull request)
Add aws.dimensions.* for dynamodb data stream		8.0.0
7.15.0
1.14.6Enhancement (View pull request)
Improve s3 integration tile title and description		—
1.14.5Bug fix (View pull request)
Fix duplicate titles for integrations		8.0.0
7.15.0
1.14.4Bug fix (View pull request)
Fix cloudfront integration grok pattern		—
1.14.3Enhancement (View pull request)
Add new pattern to VPC Flow logs including all 29 v5 fields		—
1.14.2Bug fix (View pull request)
Fix billing dashboard.		—
1.14.1Enhancement (View pull request)
Add documentation for multi-fields		—
1.14.0Enhancement (View pull request)
Add configuration for max_number_of_messages to the aws.firewall_logs S3 input.		8.0.0
7.15.0
1.13.1Bug fix (View pull request)
Fix metricbeat- reference in dashboard		8.0.0
7.15.0
1.13.0Enhancement (View pull request)
Compress dashboard screenshots.		8.0.0
7.15.0
1.12.1Bug fix (View pull request)
Fix field mapping conflicts in the elb_logs data stream relating to ECS fields (trace.id,source.port, and a few others).		8.0.0
7.15.0
1.12.0Enhancement (View pull request)
Add CloudFront Logs Datastream		—
1.11.4Bug fix (View pull request)
Add Ingest Pipeline script to map IANA Protocol Numbers		—
1.11.3Bug fix (View pull request)
Changing missing ecs versions to 8.0.0		—
1.11.2Bug fix (View pull request)
Add data_stream.dataset option for custom aws-cloudwatch log input		—
1.11.1Bug fix (View pull request)
Update permission list		—
1.11.0Enhancement (View pull request)
Update to ECS 8.0		8.0.0
7.15.0
1.10.2Enhancement (View pull request)
Change cloudwatch metrics and logs default to false		8.0.0
7.15.0
1.10.1Enhancement (View pull request)
Add description of supported vpcflow formats		—
1.10.0Enhancement (View pull request)
Add cloudwatch input into AWS package for log collection		—
1.9.0Enhancement (View pull request)
Add Route 53 Resolver Logs Datastream		8.0.0
7.15.0
1.8.0Enhancement (View pull request)
Add Route 53 Public Zone Logs Datastream		—
1.7.1Bug fix (View pull request)
Regenerate test files using the new GeoIP database		—
1.7.0Enhancement (View pull request)
Add integration for AWS Network Firewall		—
1.6.2Bug fix (View pull request)
Change test public IPs to the supported subset		—
1.6.1Enhancement (View pull request)
Fix the value of event.created in CloudTrail data stream.		8.0.0
7.15.0
1.6.0Enhancement (View pull request)
Add max_number_of_messages config option to AWS S3 input config.		—
1.5.1Enhancement (View pull request)
Add missing sample events		8.0.0
7.15.0
1.5.0Enhancement (View pull request)
Support Kibana 8.0		8.0.0
7.15.0
1.4.1Enhancement (View pull request)
Add Overview dashboard for AWS S3 Storage Lens		7.15.0
1.4.0Enhancement (View pull request)
Add integration for AWS S3 Storage Lens		—
1.3.2Enhancement (View pull request)
Uniform with guidelines		—
1.3.1Enhancement (View pull request)
Add config parameter descriptions		—
1.3.0Enhancement (View pull request)
Add WAF datastream		—
1.2.2Bug fix (View pull request)
Prevent pipeline script error		—
1.2.1Bug fix (View pull request)
Fix logic that checks for the 'forwarded' tag		—
1.2.0Enhancement (View pull request)
Update to ECS 1.12.0		—
1.1.0Enhancement (View pull request)
vpcflow sync with filebeat fileset		7.14.0
1.0.0Enhancement (View pull request)
Release AWS as GA		7.14.0
0.10.7Enhancement (View pull request)
Add proxy config		7.14.0
0.10.6Bug fix (View pull request)
Fix aws.billing.EstimatedCharges field name		—
0.10.5Bug fix (View pull request)
Add event.created field		—
0.10.4Enhancement (View pull request)
Improve RDS dashboard		7.14.0
0.10.3Enhancement (View pull request)
Convert to generated ECS fields		—
0.10.2Enhancement (View pull request)
update to ECS 1.11.0		—
0.10.1Enhancement (View pull request)
Escape special characters in docs		—
0.10.0Enhancement (View pull request)
Update integration description		—
0.9.3Bug fix (View pull request)
Fix categories for each policy template		—
0.9.2Enhancement (View pull request)
Add linked account information into billing metricset		—
0.9.1Bug fix (View pull request)
Fixaws.s3access pipeline when remote IP is a-		—
0.9.0Enhancement (View pull request)
Change default credential options to access keys		—
0.8.0Enhancement (View pull request)
Set "event.module" and "event.dataset"		7.14.0
0.7.0Enhancement (View pull request)
Introduce granularity using input_groups		—
0.6.4Enhancement (View pull request)
Add support for Splunk authorization tokens		—
0.6.3Bug fix (View pull request)
Fix bug in Third Party ingest pipeline		—
0.6.2Bug fix (View pull request)
Removed incorrecthttp.request.referrer field from elb logs		—
0.6.1Enhancement (View pull request)
Add support for CloudTrail Digest & Insight logs		7.13.0
0.6.0Enhancement (View pull request)
Update ECS version, add event.original and preparing for package GA		—
0.5.6Bug fix (View pull request)
Fix stack compatability		7.13.0
0.5.5Enhancement (View pull request)
Allow role_arn work with access keys for AWS		—
0.5.4Enhancement (View pull request)
Rename s3 input to aws-s3.		—
0.5.3Enhancement (View pull request)
Add missing "geo" fields		—
0.5.2Enhancement (View pull request)
update to ECS 1.9.0		—
0.5.1Bug fix (View pull request)
Ignore missing "json" field in ingest pipeline		—
0.5.0Enhancement (View pull request)
Moving edge processors to ingest pipeline		7.12.0
0.4.2Enhancement (View pull request)
Updating package owner		—
0.4.1Bug fix (View pull request)
Correct sample event file.		—
0.4.0Enhancement (View pull request)
Add changes to use ECS 1.8 fields.		—
0.0.3Enhancement (View pull request)
initial release		—
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