Amazon S3
Monitor Amazon S3 buckets by collecting access logs, storage & request metrics with Elastic Agent
Version |
2.10.0 (View all) |
Compatible Kibana version(s) |
8.10.2 or higher |
Subscription level |
Basic |
The Amazon S3 integration allows you to monitor Amazon Simple Storage Service (Amazon S3)—an object storage service.
Use the Amazon S3 integration to collect logs and metrics related to the data stored in your Amazon S3 buckets. Then visualize that data in Kibana, create alerts to notify you if something goes wrong, and reference logs and metrics when troubleshooting an issue.
For example, you could use this data to view access logs, the amount of data stored in a bucket, and the amount of data download requests. Then you can alert the relevant project manager to any significant changes by email.
IMPORTANT: Extra AWS charges on AWS API requests will be generated by this integration. Please refer to the AWS integration for more details.
Data streams
The S3 integration collects two types of data: logs and metrics.
Logs help you keep a record of events happening in your Amazon services. Logs collected by the S3 integration include the apparent internet address of the requester, the name of the bucket that the request was processed, and more. See more details in the Logs reference.
Metrics give you insight into the state of different Amazon services. Metrics collected by the S3 integration include S3 daily storage, S3 requests, the latency (elapsed per-request time from the first byte received to the last byte sent to an Amazon S3 bucket), the number of HTTP 4xx client error status code requests made to an Amazon S3 bucket, and more. See more details in the Metrics reference.
Requirements
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, please take a look at the AWS integration documentation.
Setup
Use this integration if you only need to collect data from the Amazon S3 service.
If you want to collect data from two or more AWS services, consider using the AWS 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 the Getting started guide.
To enable S3 request metrics, see Create a CloudWatch metrics configuration.
To send server access logs to an S3 bucket, see How to enable server access logging.
Logs reference
The s3access
dataset collects server access logs from Amazon S3. Server access
logging provides detailed records for the requests that are made to a bucket.
Server access logs are useful for many applications. For example, access log
information can be useful in security and access audits. It can also help users
to learn about customer base and understand Amazon S3 bill.
Exported fields
Field | Description | Type |
---|---|---|
@timestamp | Event timestamp. | date |
aws.s3.bucket.arn | The AWS S3 bucket ARN. | keyword |
aws.s3.bucket.name | The AWS S3 bucket name. | keyword |
aws.s3.object.key | The AWS S3 Object key. | keyword |
aws.s3access.authentication_type | The type of request authentication used, AuthHeader for authentication headers, QueryString for query string (pre-signed URL) or a - for unauthenticated requests. | keyword |
aws.s3access.bucket | The name of the bucket that the request was processed against. | keyword |
aws.s3access.bucket_owner | The canonical user ID of the owner of the source bucket. | keyword |
aws.s3access.bytes_sent | The number of response bytes sent, excluding HTTP protocol overhead, or "-" if zero. | long |
aws.s3access.cipher_suite | The Secure Sockets Layer (SSL) cipher that was negotiated for HTTPS request or a - for HTTP. | keyword |
aws.s3access.error_code | The Amazon S3 Error Code, or "-" if no error occurred. | keyword |
aws.s3access.host_header | The endpoint used to connect to Amazon S3. | keyword |
aws.s3access.host_id | The x-amz-id-2 or Amazon S3 extended request ID. | keyword |
aws.s3access.http_status | The numeric HTTP status code of the response. | long |
aws.s3access.key | The "key" part of the request, URL encoded, or "-" if the operation does not take a key parameter. | keyword |
aws.s3access.object_size | The total size of the object in question. | long |
aws.s3access.operation | The operation listed here is declared as SOAP.operation, REST.HTTP_method.resource_type, WEBSITE.HTTP_method.resource_type, or BATCH.DELETE.OBJECT. | keyword |
aws.s3access.referrer | The value of the HTTP Referrer header, if present. | keyword |
aws.s3access.remote_ip | The apparent internet address of the requester. | ip |
aws.s3access.request_id | A string generated by Amazon S3 to uniquely identify each request. | keyword |
aws.s3access.request_uri | The Request-URI part of the HTTP request message. | keyword |
aws.s3access.requester | The canonical user ID of the requester, or a - for unauthenticated requests. | keyword |
aws.s3access.signature_version | The signature version, SigV2 or SigV4, that was used to authenticate the request or a - for unauthenticated requests. | keyword |
aws.s3access.tls_version | The Transport Layer Security (TLS) version negotiated by the client. | keyword |
aws.s3access.total_time | The number of milliseconds the request was in flight from the server's perspective. | long |
aws.s3access.turn_around_time | The number of milliseconds that Amazon S3 spent processing your request. | long |
aws.s3access.user_agent | The value of the HTTP User-Agent header. | keyword |
aws.s3access.version_id | The version ID in the request, or "-" if the operation does not take a versionId parameter. | keyword |
client.address | Some event client addresses are defined ambiguously. The event will sometimes list an IP, a domain or a unix socket. You should always store the raw address in the .address field. Then it should be duplicated to .ip or .domain , depending on which one it is. | keyword |
client.geo.city_name | City name. | keyword |
client.geo.continent_name | Name of the continent. | keyword |
client.geo.country_iso_code | Country ISO code. | keyword |
client.geo.country_name | Country name. | keyword |
client.geo.location | Longitude and latitude. | geo_point |
client.geo.region_iso_code | Region ISO code. | keyword |
client.geo.region_name | Region name. | keyword |
client.ip | IP address of the client (IPv4 or IPv6). | ip |
client.user.id | Unique identifier of the user. | keyword |
cloud.account.id | The 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.account.name | The cloud account name or alias used to identify different entities in a multi-tenant environment. Examples: AWS account name, Google Cloud ORG display name. | keyword |
cloud.availability_zone | Availability zone in which this host, resource, or service is located. | keyword |
cloud.image.id | Image ID for the cloud instance. | keyword |
cloud.instance.id | Instance ID of the host machine. | keyword |
cloud.instance.name | Instance name of the host machine. | keyword |
cloud.machine.type | Machine type of the host machine. | keyword |
cloud.project.id | The cloud project identifier. Examples: Google Cloud Project id, Azure Project id. | keyword |
cloud.provider | Name of the cloud provider. Example values are aws, azure, gcp, or digitalocean. | keyword |
cloud.region | Region in which this host, resource, or service is located. | keyword |
container.id | Unique container id. | keyword |
container.image.name | Name of the image the container was built on. | keyword |
container.labels | Image labels. | object |
container.name | Container name. | keyword |
data_stream.dataset | Data stream dataset. | constant_keyword |
data_stream.namespace | Data stream namespace. | constant_keyword |
data_stream.type | Data stream type. | constant_keyword |
ecs.version | ECS version this event conforms to. ecs.version is a required field and must exist in all events. When querying across multiple indices -- which may conform to slightly different ECS versions -- this field lets integrations adjust to the schema version of the events. | keyword |
error.message | Error message. | match_only_text |
event.action | The action captured by the event. This describes the information in the event. It is more specific than event.category . Examples are group-add , process-started , file-created . The value is normally defined by the implementer. | keyword |
event.code | Identification code for this event, if one exists. Some event sources use event codes to identify messages unambiguously, regardless of message language or wording adjustments over time. An example of this is the Windows Event ID. | keyword |
event.dataset | Event dataset | constant_keyword |
event.duration | Duration of the event in nanoseconds. If event.start and event.end are known this value should be the difference between the end and start time. | long |
event.id | Unique ID to describe the event. | keyword |
event.kind | This is one of four ECS Categorization Fields, and indicates the highest level in the ECS category hierarchy. event.kind gives high-level information about what type of information the event contains, without being specific to the contents of the event. For example, values of this field distinguish alert events from metric events. The value of this field can be used to inform how these kinds of events should be handled. They may warrant different retention, different access control, it may also help understand whether the data is coming in at a regular interval or not. | keyword |
event.module | Event module | constant_keyword |
event.outcome | This is one of four ECS Categorization Fields, and indicates the lowest level in the ECS category hierarchy. event.outcome simply denotes whether the event represents a success or a failure from the perspective of the entity that produced the event. Note that when a single transaction is described in multiple events, each event may populate different values of event.outcome , according to their perspective. Also note that in the case of a compound event (a single event that contains multiple logical events), this field should be populated with the value that best captures the overall success or failure from the perspective of the event producer. Further note that not all events will have an associated outcome. For example, this field is generally not populated for metric events, events with event.type:info , or any events for which an outcome does not make logical sense. | keyword |
geo.city_name | City name. | keyword |
geo.continent_name | Name of the continent. | keyword |
geo.country_iso_code | Country ISO code. | keyword |
geo.country_name | Country name. | keyword |
geo.location | Longitude and latitude. | geo_point |
geo.region_iso_code | Region ISO name. | keyword |
geo.region_name | Region name. | keyword |
host.architecture | Operating system architecture. | keyword |
host.containerized | If the host is a container. | boolean |
host.domain | Name of the domain of which the host is a member. For example, on Windows this could be the host's Active Directory domain or NetBIOS domain name. For Linux this could be the domain of the host's LDAP provider. | keyword |
host.hostname | Hostname of the host. It normally contains what the hostname command returns on the host machine. | keyword |
host.id | Unique host id. As hostname is not always unique, use values that are meaningful in your environment. Example: The current usage of beat.name . | keyword |
host.ip | Host ip addresses. | ip |
host.mac | Host MAC addresses. The notation format from RFC 7042 is suggested: Each octet (that is, 8-bit byte) is represented by two [uppercase] hexadecimal digits giving the value of the octet as an unsigned integer. Successive octets are separated by a hyphen. | keyword |
host.name | Name of the host. It can contain what hostname returns on Unix systems, the fully qualified domain name (FQDN), or a name specified by the user. The recommended value is the lowercase FQDN of the host. | keyword |
host.os.build | OS build information. | keyword |
host.os.codename | OS codename, if any. | keyword |
host.os.family | OS family (such as redhat, debian, freebsd, windows). | keyword |
host.os.kernel | Operating system kernel version as a raw string. | keyword |
host.os.name | Operating system name, without the version. | keyword |
host.os.name.text | Multi-field of host.os.name . | match_only_text |
host.os.platform | Operating system platform (such centos, ubuntu, windows). | keyword |
host.os.version | Operating system version as a raw string. | keyword |
host.type | Type of host. For Cloud providers this can be the machine type like t2.medium . If vm, this could be the container, for example, or other information meaningful in your environment. | keyword |
http.request.method | HTTP request method. The value should retain its casing from the original event. For example, GET , get , and GeT are all considered valid values for this field. | keyword |
http.request.referrer | Referrer for this HTTP request. | keyword |
http.response.body.bytes | Size in bytes of the response body. | long |
http.response.status_code | HTTP response status code. | long |
http.version | HTTP version. | keyword |
input.type | Input type | keyword |
log.file.path | Full path to the log file this event came from, including the file name. It should include the drive letter, when appropriate. If the event wasn't read from a log file, do not populate this field. | keyword |
log.offset | Log offset | long |
related.ip | All of the IPs seen on your event. | ip |
related.user | All the user names or other user identifiers seen on the event. | keyword |
tags | List of keywords used to tag each event. | keyword |
tls.cipher | String indicating the cipher used during the current connection. | keyword |
tls.version | Numeric part of the version parsed from the original string. | keyword |
tls.version_protocol | Normalized lowercase protocol name parsed from original string. | keyword |
url.domain | Domain of the url, such as "www.elastic.co". In some cases a URL may refer to an IP and/or port directly, without a domain name. In this case, the IP address would go to the domain field. If the URL contains a literal IPv6 address enclosed by [ and ] (IETF RFC 2732), the [ and ] characters should also be captured in the domain field. | keyword |
url.extension | The field contains the file extension from the original request url, excluding the leading dot. The file extension is only set if it exists, as not every url has a file extension. The leading period must not be included. For example, the value must be "png", not ".png". Note that when the file name has multiple extensions (example.tar.gz), only the last one should be captured ("gz", not "tar.gz"). | keyword |
url.original | Unmodified original url as seen in the event source. Note that in network monitoring, the observed URL may be a full URL, whereas in access logs, the URL is often just represented as a path. This field is meant to represent the URL as it was observed, complete or not. | wildcard |
url.original.text | Multi-field of url.original . | match_only_text |
url.path | Path of the request, such as "/search". | wildcard |
url.query | The query field describes the query string of the request, such as "q=elasticsearch". The ? is excluded from the query string. If a URL contains no ? , there is no query field. If there is a ? but no query, the query field exists with an empty string. The exists query can be used to differentiate between the two cases. | keyword |
url.scheme | Scheme of the request, such as "https". Note: The : is not part of the scheme. | keyword |
user_agent.device.name | Name of the device. | keyword |
user_agent.name | Name of the user agent. | keyword |
user_agent.original | Unparsed user_agent string. | keyword |
user_agent.original.text | Multi-field of user_agent.original . | match_only_text |
user_agent.os.full | Operating system name, including the version or code name. | keyword |
user_agent.os.full.text | Multi-field of user_agent.os.full . | match_only_text |
user_agent.os.name | Operating system name, without the version. | keyword |
user_agent.os.name.text | Multi-field of user_agent.os.name . | match_only_text |
user_agent.os.version | Operating system version as a raw string. | keyword |
user_agent.version | Version of the user agent. | keyword |
An example event for s3access
looks as following:
{
"@timestamp": "2019-08-01T00:24:41.000Z",
"agent": {
"ephemeral_id": "cf6858b6-3b45-4306-ac87-691619a051e2",
"id": "acba78ef-1401-4689-977c-d8c2e5d6a8fa",
"name": "docker-fleet-agent",
"type": "filebeat",
"version": "8.10.1"
},
"aws": {
"s3": {
"bucket": {
"arn": "arn:aws:s3:::elastic-package-aws-bucket-70755",
"name": "elastic-package-aws-bucket-70755"
},
"object": {
"key": "s3-server-access.log"
}
},
"s3access": {
"authentication_type": "AuthHeader",
"bucket": "test-s3-ks",
"bucket_owner": "36c1f05b76016b78528454e6e0c60e2b7ff7aa20c0a5e4c748276e5b0a2debd2",
"bytes_sent": 142,
"cipher_suite": "ECDHE-RSA-AES128-SHA",
"host_header": "s3.ap-southeast-1.amazonaws.com",
"host_id": "BsCfJedfuSnds2QFoxi+E/O7M6OEWzJnw4dUaes/2hyA363sONRJKzB7EOY+Bt9DTHYUn+HoHxI=",
"http_status": 200,
"operation": "REST.GET.LOCATION",
"remote_ip": "89.160.20.156",
"request_id": "44EE8651683CB4DA",
"request_uri": "GET /test-s3-ks/?location&aws-account=627959692251 HTTP/1.1",
"requester": "arn:aws:sts::123456:assumed-role/AWSServiceRoleForTrustedAdvisor/TrustedAdvisor_627959692251_784ab70b-8cc9-4d37-a2ec-2ff4d0c08af9",
"signature_version": "SigV4",
"tls_version": "TLSv1.2",
"total_time": 17,
"user_agent": "AWS-Support-TrustedAdvisor, aws-internal/3 aws-sdk-java/1.11.590 Linux/4.9.137-0.1.ac.218.74.329.metal1.x86_64 OpenJDK_64-Bit_Server_VM/25.212-b03 java/1.8.0_212 vendor/Oracle_Corporation"
}
},
"client": {
"address": "89.160.20.156",
"geo": {
"city_name": "Linköping",
"continent_name": "Europe",
"country_iso_code": "SE",
"country_name": "Sweden",
"location": {
"lat": 58.4167,
"lon": 15.6167
},
"region_iso_code": "SE-E",
"region_name": "Östergötland County"
},
"ip": "89.160.20.156",
"user": {
"id": "arn:aws:sts::123456:assumed-role/AWSServiceRoleForTrustedAdvisor/TrustedAdvisor_627959692251_784ab70b-8cc9-4d37-a2ec-2ff4d0c08af9"
}
},
"cloud": {
"provider": "aws",
"region": "ap-southeast-1"
},
"data_stream": {
"dataset": "aws.s3access",
"namespace": "ep",
"type": "logs"
},
"ecs": {
"version": "8.0.0"
},
"elastic_agent": {
"id": "acba78ef-1401-4689-977c-d8c2e5d6a8fa",
"snapshot": false,
"version": "8.10.1"
},
"event": {
"action": "REST.GET.LOCATION",
"agent_id_status": "verified",
"category": "web",
"dataset": "aws.s3access",
"duration": 17000000,
"id": "44EE8651683CB4DA",
"ingested": "2023-11-07T14:14:29Z",
"kind": "event",
"original": "36c1f05b76016b78528454e6e0c60e2b7ff7aa20c0a5e4c748276e5b0a2debd2 test-s3-ks [01/Aug/2019:00:24:41 +0000] 89.160.20.156 arn:aws:sts::123456:assumed-role/AWSServiceRoleForTrustedAdvisor/TrustedAdvisor_627959692251_784ab70b-8cc9-4d37-a2ec-2ff4d0c08af9 44EE8651683CB4DA REST.GET.LOCATION - \"GET /test-s3-ks/?location&aws-account=627959692251 HTTP/1.1\" 200 - 142 - 17 - \"-\" \"AWS-Support-TrustedAdvisor, aws-internal/3 aws-sdk-java/1.11.590 Linux/4.9.137-0.1.ac.218.74.329.metal1.x86_64 OpenJDK_64-Bit_Server_VM/25.212-b03 java/1.8.0_212 vendor/Oracle_Corporation\" - BsCfJedfuSnds2QFoxi+E/O7M6OEWzJnw4dUaes/2hyA363sONRJKzB7EOY+Bt9DTHYUn+HoHxI= SigV4 ECDHE-RSA-AES128-SHA AuthHeader s3.ap-southeast-1.amazonaws.com TLSv1.2",
"outcome": "success",
"type": [
"access"
]
},
"geo": {
"city_name": "Linköping",
"continent_name": "Europe",
"country_iso_code": "SE",
"country_name": "Sweden",
"location": {
"lat": 58.4167,
"lon": 15.6167
},
"region_iso_code": "SE-E",
"region_name": "Östergötland County"
},
"http": {
"request": {
"method": "GET"
},
"response": {
"body": {
"bytes": 142
},
"status_code": 200
},
"version": "1.1"
},
"input": {
"type": "aws-s3"
},
"log": {
"file": {
"path": "https://elastic-package-aws-bucket-70755.s3.us-east-1.amazonaws.com/s3-server-access.log"
},
"offset": 0
},
"related": {
"ip": [
"89.160.20.156"
],
"user": [
"36c1f05b76016b78528454e6e0c60e2b7ff7aa20c0a5e4c748276e5b0a2debd2"
]
},
"tags": [
"preserve_original_event",
"forwarded",
"aws-s3access"
],
"tls": {
"cipher": "ECDHE-RSA-AES128-SHA",
"version": "1.2",
"version_protocol": "tls"
},
"url": {
"original": "/test-s3-ks/?location&aws-account=627959692251",
"path": "/test-s3-ks/",
"query": "location&aws-account=627959692251"
},
"user_agent": {
"device": {
"name": "Other"
},
"name": "aws-sdk-java",
"original": "AWS-Support-TrustedAdvisor, aws-internal/3 aws-sdk-java/1.11.590 Linux/4.9.137-0.1.ac.218.74.329.metal1.x86_64 OpenJDK_64-Bit_Server_VM/25.212-b03 java/1.8.0_212 vendor/Oracle_Corporation",
"os": {
"full": "Linux 4.9.137",
"name": "Linux",
"version": "4.9.137"
},
"version": "1.11.590"
}
}
Metrics reference
s3_daily_storage
An example event for s3_daily_storage
looks as following:
{
"@timestamp": "2022-07-25T19:02:00.000Z",
"agent": {
"name": "docker-fleet-agent",
"id": "2d4b09d0-cdb6-445e-ac3f-6415f87b9864",
"ephemeral_id": "9ef87976-bec2-4a74-9876-4e76d42035bb",
"type": "metricbeat",
"version": "8.3.2"
},
"elastic_agent": {
"id": "2d4b09d0-cdb6-445e-ac3f-6415f87b9864",
"version": "8.3.2",
"snapshot": false
},
"cloud": {
"provider": "aws",
"region": "eu-central-1",
"account": {
"name": "elastic-beats",
"id": "428152502467"
}
},
"ecs": {
"version": "8.0.0"
},
"service": {
"type": "aws"
},
"data_stream": {
"namespace": "default",
"type": "metrics",
"dataset": "aws.s3_daily_storage"
},
"metricset": {
"period": 86400000,
"name": "cloudwatch"
},
"aws": {
"s3": {
"bucket": {
"name": "filebeat-aws-elb-test"
}
},
"cloudwatch": {
"namespace": "AWS/S3"
},
"s3_daily_storage": {
"bucket": {
"size": {
"bytes": 469407687
}
}
},
"dimensions": {
"StorageType": "StandardStorage"
}
},
"event": {
"duration": 9553539400,
"agent_id_status": "verified",
"ingested": "2022-07-26T19:02:17Z",
"module": "aws",
"dataset": "aws.s3_daily_storage"
}
}
Exported fields
Field | Description | Type | Metric Type |
---|---|---|---|
@timestamp | Event timestamp. | date | |
agent.id | Unique identifier of this agent (if one exists). Example: For Beats this would be beat.id. | keyword | |
aws.cloudwatch.namespace | The namespace specified when query cloudwatch api. | keyword | |
aws.dimensions.BucketName | This dimension filters the data you request for the identified bucket only. | keyword | |
aws.dimensions.FilterId | This dimension filters metrics configurations that you specify for request metrics on a bucket, for example, a prefix or a tag. | keyword | |
aws.dimensions.StorageType | This dimension filters the data that you have stored in a bucket by types of storage. | keyword | |
aws.s3.bucket.name | Name of a S3 bucket. | keyword | |
aws.s3_daily_storage.bucket.size.bytes | The amount of data in bytes stored in a bucket. | long | gauge |
aws.s3_daily_storage.number_of_objects | The total number of objects stored in a bucket for all storage classes. | long | gauge |
aws.tags | Tag key value pairs from aws resources. | flattened | |
cloud | Fields related to the cloud or infrastructure the events are coming from. | group | |
cloud.account.id | The 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.account.name | The cloud account name or alias used to identify different entities in a multi-tenant environment. Examples: AWS account name, Google Cloud ORG display name. | keyword | |
cloud.availability_zone | Availability zone in which this host, resource, or service is located. | keyword | |
cloud.image.id | Image ID for the cloud instance. | keyword | |
cloud.instance.id | Instance ID of the host machine. | keyword | |
cloud.instance.name | Instance name of the host machine. | keyword | |
cloud.machine.type | Machine type of the host machine. | keyword | |
cloud.project.id | The cloud project identifier. Examples: Google Cloud Project id, Azure Project id. | keyword | |
cloud.provider | Name of the cloud provider. Example values are aws, azure, gcp, or digitalocean. | keyword | |
cloud.region | Region in which this host, resource, or service is located. | keyword | |
container.id | Unique container id. | keyword | |
container.image.name | Name of the image the container was built on. | keyword | |
container.labels | Image labels. | object | |
container.name | Container name. | keyword | |
data_stream.dataset | Data stream dataset. | constant_keyword | |
data_stream.namespace | Data stream namespace. | constant_keyword | |
data_stream.type | Data stream type. | constant_keyword | |
ecs.version | ECS version this event conforms to. ecs.version is a required field and must exist in all events. When querying across multiple indices -- which may conform to slightly different ECS versions -- this field lets integrations adjust to the schema version of the events. | keyword | |
error | These fields can represent errors of any kind. Use them for errors that happen while fetching events or in cases where the event itself contains an error. | group | |
error.message | Error message. | match_only_text | |
event.dataset | Event dataset | constant_keyword | |
event.module | Event module | constant_keyword | |
host.architecture | Operating system architecture. | keyword | |
host.containerized | If the host is a container. | boolean | |
host.domain | Name of the domain of which the host is a member. For example, on Windows this could be the host's Active Directory domain or NetBIOS domain name. For Linux this could be the domain of the host's LDAP provider. | keyword | |
host.hostname | Hostname of the host. It normally contains what the hostname command returns on the host machine. | keyword | |
host.id | Unique host id. As hostname is not always unique, use values that are meaningful in your environment. Example: The current usage of beat.name . | keyword | |
host.ip | Host ip addresses. | ip | |
host.mac | Host MAC addresses. The notation format from RFC 7042 is suggested: Each octet (that is, 8-bit byte) is represented by two [uppercase] hexadecimal digits giving the value of the octet as an unsigned integer. Successive octets are separated by a hyphen. | keyword | |
host.name | Name of the host. It can contain what hostname returns on Unix systems, the fully qualified domain name (FQDN), or a name specified by the user. The recommended value is the lowercase FQDN of the host. | keyword | |
host.os.build | OS build information. | keyword | |
host.os.codename | OS codename, if any. | keyword | |
host.os.family | OS family (such as redhat, debian, freebsd, windows). | keyword | |
host.os.kernel | Operating system kernel version as a raw string. | keyword | |
host.os.name | Operating system name, without the version. | keyword | |
host.os.name.text | Multi-field of host.os.name . | match_only_text | |
host.os.platform | Operating system platform (such centos, ubuntu, windows). | keyword | |
host.os.version | Operating system version as a raw string. | keyword | |
host.type | Type of host. For Cloud providers this can be the machine type like t2.medium . If vm, this could be the container, for example, or other information meaningful in your environment. | keyword | |
service.type | The type of the service data is collected from. The type can be used to group and correlate logs and metrics from one service type. Example: If logs or metrics are collected from Elasticsearch, service.type would be elasticsearch . | keyword |
s3_request
An example event for s3_request
looks as following:
{
"@timestamp": "2022-07-26T20:10:00.000Z",
"agent": {
"name": "docker-fleet-agent",
"id": "2d4b09d0-cdb6-445e-ac3f-6415f87b9864",
"type": "metricbeat",
"ephemeral_id": "287cb701-3031-45be-a8c1-4c4860603d9b",
"version": "8.3.2"
},
"elastic_agent": {
"id": "2d4b09d0-cdb6-445e-ac3f-6415f87b9864",
"version": "8.3.2",
"snapshot": false
},
"cloud": {
"provider": "aws",
"region": "us-east-1",
"account": {
"name": "elastic-beats",
"id": "428152502467"
}
},
"ecs": {
"version": "8.0.0"
},
"service": {
"type": "aws"
},
"data_stream": {
"namespace": "default",
"type": "metrics",
"dataset": "aws.s3_request"
},
"metricset": {
"period": 60000,
"name": "cloudwatch"
},
"aws": {
"s3": {
"bucket": {
"name": "vpc-flow-logs-ks"
}
},
"cloudwatch": {
"namespace": "AWS/S3"
},
"s3_request": {
"latency": {
"total_request": {
"ms": 32
}
},
"requests": {
"head": 1,
"total": 1
},
"downloaded": {
"bytes": 400
},
"errors": {
"4xx": 1,
"5xx": 0
}
},
"dimensions": {
"FilterId": "AllItems"
}
},
"event": {
"duration": 9552028500,
"agent_id_status": "verified",
"ingested": "2022-07-26T20:16:31Z",
"module": "aws",
"dataset": "aws.s3_request"
}
}
Exported fields
Field | Description | Type | Metric Type |
---|---|---|---|
@timestamp | Event timestamp. | date | |
agent.id | Unique identifier of this agent (if one exists). Example: For Beats this would be beat.id. | keyword | |
aws.cloudwatch.namespace | The namespace specified when query cloudwatch api. | keyword | |
aws.dimensions.BucketName | This dimension filters the data you request for the identified bucket only. | keyword | |
aws.dimensions.FilterId | This dimension filters metrics configurations that you specify for request metrics on a bucket, for example, a prefix or a tag. | keyword | |
aws.dimensions.StorageType | This dimension filters the data that you have stored in a bucket by types of storage. | keyword | |
aws.s3.bucket.name | Name of a S3 bucket. | keyword | |
aws.s3_request.downloaded.bytes | The number bytes downloaded for requests made to an Amazon S3 bucket, where the response includes a body. | long | gauge |
aws.s3_request.downloaded.bytes_per_period | The number bytes per period downloaded for requests made to an Amazon S3 bucket, where the response includes a body. | long | gauge |
aws.s3_request.errors.4xx | The number of HTTP 4xx client error status code requests made to an Amazon S3 bucket with a value of either 0 or 1. | long | gauge |
aws.s3_request.errors.5xx | The number of HTTP 5xx server error status code requests made to an Amazon S3 bucket with a value of either 0 or 1. | long | gauge |
aws.s3_request.latency.first_byte.ms | The per-request time from the complete request being received by an Amazon S3 bucket to when the response starts to be returned. | long | gauge |
aws.s3_request.latency.total_request.ms | The elapsed per-request time from the first byte received to the last byte sent to an Amazon S3 bucket. | long | gauge |
aws.s3_request.requests.delete | The number of HTTP DELETE requests made for objects in an Amazon S3 bucket. | long | gauge |
aws.s3_request.requests.get | The number of HTTP GET requests made for objects in an Amazon S3 bucket. | long | gauge |
aws.s3_request.requests.head | The number of HTTP HEAD requests made to an Amazon S3 bucket. | long | gauge |
aws.s3_request.requests.list | The number of HTTP requests that list the contents of a bucket. | long | gauge |
aws.s3_request.requests.post | The number of HTTP POST requests made to an Amazon S3 bucket. | long | gauge |
aws.s3_request.requests.put | The number of HTTP PUT requests made for objects in an Amazon S3 bucket. | long | gauge |
aws.s3_request.requests.select | The number of Amazon S3 SELECT Object Content requests made for objects in an Amazon S3 bucket. | long | gauge |
aws.s3_request.requests.select_returned.bytes | The number of bytes of data returned with Amazon S3 SELECT Object Content requests in an Amazon S3 bucket. | long | gauge |
aws.s3_request.requests.select_scanned.bytes | The number of bytes of data scanned with Amazon S3 SELECT Object Content requests in an Amazon S3 bucket. | long | gauge |
aws.s3_request.requests.total | The total number of HTTP requests made to an Amazon S3 bucket, regardless of type. | long | gauge |
aws.s3_request.uploaded.bytes | The number bytes uploaded that contain a request body, made to an Amazon S3 bucket. | long | gauge |
aws.s3_request.uploaded.bytes_per_period | The number bytes per period uploaded that contain a request body, made to an Amazon S3 bucket. | long | gauge |
aws.tags | Tag key value pairs from aws resources. | flattened | |
cloud | Fields related to the cloud or infrastructure the events are coming from. | group | |
cloud.account.id | The 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.account.name | The cloud account name or alias used to identify different entities in a multi-tenant environment. Examples: AWS account name, Google Cloud ORG display name. | keyword | |
cloud.availability_zone | Availability zone in which this host, resource, or service is located. | keyword | |
cloud.image.id | Image ID for the cloud instance. | keyword | |
cloud.instance.id | Instance ID of the host machine. | keyword | |
cloud.instance.name | Instance name of the host machine. | keyword | |
cloud.machine.type | Machine type of the host machine. | keyword | |
cloud.project.id | The cloud project identifier. Examples: Google Cloud Project id, Azure Project id. | keyword | |
cloud.provider | Name of the cloud provider. Example values are aws, azure, gcp, or digitalocean. | keyword | |
cloud.region | Region in which this host, resource, or service is located. | keyword | |
container.id | Unique container id. | keyword | |
container.image.name | Name of the image the container was built on. | keyword | |
container.labels | Image labels. | object | |
container.name | Container name. | keyword | |
data_stream.dataset | Data stream dataset. | constant_keyword | |
data_stream.namespace | Data stream namespace. | constant_keyword | |
data_stream.type | Data stream type. | constant_keyword | |
ecs.version | ECS version this event conforms to. ecs.version is a required field and must exist in all events. When querying across multiple indices -- which may conform to slightly different ECS versions -- this field lets integrations adjust to the schema version of the events. | keyword | |
error | These fields can represent errors of any kind. Use them for errors that happen while fetching events or in cases where the event itself contains an error. | group | |
error.message | Error message. | match_only_text | |
event.dataset | Event dataset | constant_keyword | |
event.module | Event module | constant_keyword | |
host.architecture | Operating system architecture. | keyword | |
host.containerized | If the host is a container. | boolean | |
host.domain | Name of the domain of which the host is a member. For example, on Windows this could be the host's Active Directory domain or NetBIOS domain name. For Linux this could be the domain of the host's LDAP provider. | keyword | |
host.hostname | Hostname of the host. It normally contains what the hostname command returns on the host machine. | keyword | |
host.id | Unique host id. As hostname is not always unique, use values that are meaningful in your environment. Example: The current usage of beat.name . | keyword | |
host.ip | Host ip addresses. | ip | |
host.mac | Host MAC addresses. The notation format from RFC 7042 is suggested: Each octet (that is, 8-bit byte) is represented by two [uppercase] hexadecimal digits giving the value of the octet as an unsigned integer. Successive octets are separated by a hyphen. | keyword | |
host.name | Name of the host. It can contain what hostname returns on Unix systems, the fully qualified domain name (FQDN), or a name specified by the user. The recommended value is the lowercase FQDN of the host. | keyword | |
host.os.build | OS build information. | keyword | |
host.os.codename | OS codename, if any. | keyword | |
host.os.family | OS family (such as redhat, debian, freebsd, windows). | keyword | |
host.os.kernel | Operating system kernel version as a raw string. | keyword | |
host.os.name | Operating system name, without the version. | keyword | |
host.os.name.text | Multi-field of host.os.name . | match_only_text | |
host.os.platform | Operating system platform (such centos, ubuntu, windows). | keyword | |
host.os.version | Operating system version as a raw string. | keyword | |
host.type | Type of host. For Cloud providers this can be the machine type like t2.medium . If vm, this could be the container, for example, or other information meaningful in your environment. | keyword | |
service.type | The type of the service data is collected from. The type can be used to group and correlate logs and metrics from one service type. Example: If logs or metrics are collected from Elasticsearch, service.type would be elasticsearch . | keyword |
Changelog
Version | Details | Kibana version(s) |
---|---|---|
2.10.0 | Enhancement View pull request | 8.10.2 or higher |
2.9.1 | Bug fix View pull request | 8.9.0 or higher |
2.9.0 | Enhancement View pull request | 8.9.0 or higher |
2.8.6 | Bug fix View pull request | 8.9.0 or higher |
2.8.5 | Enhancement View pull request | 8.9.0 or higher |
2.8.4 | Bug fix View pull request | 8.9.0 or higher |
2.8.3 | Bug fix View pull request | 8.9.0 or higher |
2.8.2 | Bug fix View pull request | 8.9.0 or higher |
2.8.1 | Bug fix View pull request | 8.9.0 or higher |
2.8.0 | Enhancement View pull request | 8.9.0 or higher |
2.7.0 | Enhancement View pull request | 8.9.0 or higher |
2.6.1 | Bug fix View pull request | 8.9.0 or higher |
2.6.0 | Enhancement View pull request | 8.9.0 or higher |
2.5.0 | Enhancement View pull request | 8.9.0 or higher |
2.4.1 | Bug fix View pull request | 8.9.0 or higher |
2.4.0 | Bug fix View pull request | 8.9.0 or higher |
2.3.0 | Enhancement View pull request | 8.9.0 or higher |
2.2.1 | Bug fix View pull request | 8.9.0 or higher |
2.2.0 | Enhancement View pull request | 8.9.0 or higher |
2.1.2 | Bug fix View pull request | 8.9.0 or higher |
2.1.1 | Enhancement View pull request | 8.9.0 or higher |
2.1.0 | Enhancement View pull request | 8.9.0 or higher |
2.0.0 | Enhancement View pull request | 8.9.0 or higher |
1.53.5 | Enhancement View pull request | 8.9.0 or higher |
1.53.4 | Enhancement View pull request | 8.9.0 or higher |
1.53.3 | Enhancement View pull request | 8.9.0 or higher |
1.53.2 | Bug fix View pull request | 8.9.0 or higher |
1.53.1 | Enhancement View pull request | 8.9.0 or higher |
1.53.0 | Enhancement View pull request | 8.9.0 or higher |
1.52.1 | Enhancement View pull request | 8.9.0 or higher |
1.52.0 | Enhancement View pull request | 8.9.0 or higher |
1.51.1 | Enhancement View pull request | 8.8.1 or higher |
1.51.0 | Enhancement View pull request | 8.8.1 or higher |
1.50.6 | Enhancement View pull request | 8.8.1 or higher |
1.50.5 | Enhancement View pull request | 8.8.1 or higher |
1.50.4 | Enhancement View pull request | 8.8.1 or higher |
1.50.3 | Enhancement View pull request | 8.8.1 or higher |
1.50.2 | Enhancement View pull request | 8.8.1 or higher |
1.50.1 | Enhancement View pull request | 8.8.1 or higher |
1.50.0 | Enhancement View pull request | 8.8.1 or higher |
1.49.0 | Enhancement View pull request | 8.8.1 or higher |
1.48.0 | Enhancement View pull request | 8.8.1 or higher |
1.47.1 | Enhancement View pull request | 8.8.1 or higher |
1.47.0 | Enhancement View pull request | 8.8.1 or higher |
1.46.9 | Enhancement View pull request | 8.8.1 or higher |
1.46.8 | Enhancement View pull request | 8.8.1 or higher |
1.46.7 | Enhancement View pull request | 8.8.1 or higher |
1.46.6 | Enhancement View pull request | 8.8.1 or higher |
1.46.5 | Enhancement View pull request | 8.8.1 or higher |
1.46.4 | Enhancement View pull request | — |
1.46.3 | Enhancement View pull request | 8.8.1 or higher |
1.46.2 | Enhancement View pull request | 8.8.1 or higher |
1.46.1 | Enhancement View pull request | 8.8.1 or higher |
1.46.0 | Enhancement View pull request | 8.8.1 or higher |
1.45.9 | Enhancement View pull request | 8.8.1 or higher |
1.45.8 | Enhancement View pull request | 8.8.1 or higher |
1.45.7 | Enhancement View pull request | 8.8.1 or higher |
1.45.6 | Enhancement View pull request | 8.8.1 or higher |
1.45.4 | Enhancement View pull request | 8.8.1 or higher |
1.45.3 | Bug fix View pull request | 8.8.1 or higher |
1.45.2 | Enhancement View pull request | 8.8.1 or higher |
1.45.1 | Enhancement View pull request | 8.8.1 or higher |
1.45.0 | Enhancement View pull request | 8.8.1 or higher |
1.44.4 | Enhancement View pull request | 8.8.1 or higher |
1.44.3 | Enhancement View pull request | 8.8.1 or higher |
1.44.2 | Bug fix View pull request | 8.8.1 or higher |
1.44.1 | Enhancement View pull request | 8.8.1 or higher |
1.44.0 | Enhancement View pull request | 8.8.1 or higher |
1.43.2 | Enhancement View pull request | 8.8.1 or higher |
1.43.1 | Enhancement View pull request | 8.8.1 or higher |
1.43.0 | Enhancement View pull request | 8.8.1 or higher |
1.42.0 | Enhancement View pull request | 8.7.1 or higher |
1.41.0 | Enhancement View pull request | 8.7.1 or higher |
1.40.9 | Enhancement View pull request | 8.7.1 or higher |
1.40.8 | Enhancement View pull request | 8.7.1 or higher |
1.40.7 | Enhancement View pull request | 8.7.1 or higher |
1.40.6 | Enhancement View pull request | 8.7.1 or higher |
1.40.5 | Enhancement View pull request | 8.7.1 or higher |
1.40.4 | Enhancement View pull request | 8.7.1 or higher |
1.40.3 | Enhancement View pull request | 8.7.1 or higher |
1.40.2 | Enhancement View pull request | 8.7.1 or higher |
1.40.1 | Enhancement View pull request | 8.7.1 or higher |
1.40.0 | Enhancement View pull request | 8.7.1 or higher |
1.39.0 | Enhancement View pull request | 8.7.1 or higher |
1.38.4 | Enhancement View pull request | 8.7.1 or higher |
1.38.3 | Enhancement View pull request | 8.7.1 or higher |
1.38.2 | Enhancement View pull request | 8.7.1 or higher |
1.38.1 | Enhancement View pull request | 8.7.1 or higher |
1.38.0 | Enhancement View pull request | 8.7.1 or higher |
1.37.3 | Bug fix View pull request | 8.7.1 or higher |
1.37.2 | Enhancement View pull request | 8.7.1 or higher |
1.37.1 | Enhancement View pull request | 8.7.1 or higher |
1.37.0 | Enhancement View pull request | 8.7.1 or higher |
1.36.9 | Enhancement View pull request | 8.7.1 or higher |
1.36.8 | Enhancement View pull request | 8.7.1 or higher |
1.36.7 | Enhancement View pull request | 8.7.1 or higher |
1.36.6 | Enhancement View pull request | 8.7.1 or higher |
1.36.5 | Enhancement View pull request | 8.7.1 or higher |
1.36.4 | Enhancement View pull request | 8.7.1 or higher |
1.36.3 | Enhancement View pull request | 8.7.1 or higher |
1.36.2 | Enhancement View pull request | 8.7.1 or higher |
1.36.1 | Enhancement View pull request | 8.7.1 or higher |
1.36.0 | Enhancement View pull request | 8.7.1 or higher |
1.35.1 | Bug fix View pull request | 8.7.1 or higher |
1.35.0 | Enhancement View pull request | 8.7.1 or higher |
1.34.5 | Enhancement View pull request | 8.6.0 or higher |
1.34.4 | Enhancement View pull request | 8.6.0 or higher |
1.34.3 | Enhancement View pull request | 8.6.0 or higher |
1.34.2 | Enhancement View pull request | 8.6.0 or higher |
1.34.1 | Enhancement View pull request | 8.6.0 or higher |
1.34.0 | Enhancement View pull request | 8.6.0 or higher |
1.33.3 | Enhancement View pull request | 8.6.0 or higher |
1.33.2 | Bug fix View pull request | 8.6.0 or higher |
1.33.1 | Bug fix View pull request | 8.6.0 or higher |
1.33.0 | Enhancement View pull request | 8.6.0 or higher |
1.32.2 | Bug fix View pull request | 8.6.0 or higher |
1.32.1 | Enhancement View pull request | 8.6.0 or higher |
1.32.0 | Enhancement View pull request | 8.6.0 or higher |
1.31.0 | Enhancement View pull request | 8.6.0 or higher |
1.30.0 | Enhancement View pull request | 8.6.0 or higher |
1.29.1 | Bug fix View pull request | 8.6.0 or higher |
1.29.0 | Enhancement View pull request | 8.6.0 or higher |
1.28.3 | Bug fix View pull request | 8.4.0 or higher |
1.28.2 | Bug fix View pull request | 8.4.0 or higher |
1.28.1 | Enhancement View pull request | 8.4.0 or higher |
1.28.0 | Enhancement View pull request | 8.4.0 or higher |
1.27.3 | Bug fix View pull request | 8.4.0 or higher |
1.27.2 | Enhancement View pull request | 8.4.0 or higher |
1.27.1 | Enhancement View pull request | 8.4.0 or higher |
1.27.0 | Enhancement View pull request | 8.4.0 or higher |
1.25.3 | Bug fix View pull request | 8.3.0 or higher |
1.25.2 | Bug fix View pull request | 8.3.0 or higher |
1.25.1 | Bug fix View pull request | 8.3.0 or higher |
1.25.0 | Enhancement View pull request | 8.3.0 or higher |
1.24.6 | Bug fix View pull request | 8.3.0 or higher |
1.24.5 | Bug fix View pull request | 8.3.0 or higher |
1.24.4 | Bug fix View pull request | 8.3.0 or higher |
1.24.3 | Bug fix View pull request | 8.3.0 or higher |
1.24.2 | Bug fix View pull request | 8.3.0 or higher |
1.24.1 | Bug fix View pull request | 8.3.0 or higher |
1.24.0 | Bug fix View pull request | 8.3.0 or higher |
1.23.4 | Bug fix View pull request | 8.3.0 or higher |
1.23.3 | Bug fix View pull request | 8.3.0 or higher |
1.23.2 | Bug fix View pull request | 8.3.0 or higher |
1.23.1 | Enhancement View pull request | 8.1.0 or higher |
1.23.0 | Bug fix View pull request | 8.1.0 or higher |
1.22.0 | Enhancement View pull request | 8.1.0 or higher |
1.21.0 | Enhancement View pull request | 8.1.0 or higher |
1.20.0 | Enhancement View pull request | 8.1.0 or higher |
1.19.5 | Enhancement View pull request | 7.15.0 or higher |
1.19.4 | Bug fix View pull request | 7.15.0 or higher |
1.19.3 | Bug fix View pull request | 7.15.0 or higher |
1.19.2 | Enhancement View pull request | 7.15.0 or higher |
1.19.1 | Enhancement View pull request | 7.15.0 or higher |
1.19.0 | Enhancement View pull request | 7.15.0 or higher |
1.18.2 | Enhancement View pull request | 7.15.0 or higher |
1.18.1 | Enhancement View pull request | 7.15.0 or higher |
1.18.0 | Enhancement View pull request | 7.15.0 or higher |
1.17.5 | Enhancement View pull request | 7.15.0 or higher |
1.17.4 | Bug fix View pull request | 7.15.0 or higher |
1.17.3 | Bug fix View pull request | 7.15.0 or higher |
1.17.2 | Bug fix View pull request | 7.15.0 or higher |
1.17.1 | Bug fix View pull request | 7.15.0 or higher |
1.17.0 | Enhancement View pull request | 7.15.0 or higher |
1.16.6 | Enhancement View pull request | 7.15.0 or higher |
1.16.5 | Enhancement View pull request | — |
1.16.4 | Bug fix View pull request | 7.15.0 or higher |
1.16.3 | Enhancement View pull request | — |
1.16.2 | Enhancement View pull request | — |
1.16.1 | Bug fix View pull request | — |
1.16.0 | Enhancement View pull request | 7.15.0 or higher |
1.15.0 | Enhancement View pull request | — |
1.14.8 | Bug fix View pull request | 7.15.0 or higher |
1.14.7 | Bug fix View pull request | 7.15.0 or higher |
1.14.6 | Enhancement View pull request | — |
1.14.5 | Bug fix View pull request | 7.15.0 or higher |
1.14.4 | Bug fix View pull request | — |
1.14.3 | Enhancement View pull request | — |
1.14.2 | Bug fix View pull request | — |
1.14.1 | Enhancement View pull request | — |
1.14.0 | Enhancement View pull request | 7.15.0 or higher |
1.13.1 | Bug fix View pull request | 7.15.0 or higher |
1.13.0 | Enhancement View pull request | 7.15.0 or higher |
1.12.1 | Bug fix View pull request | 7.15.0 or higher |
1.12.0 | Enhancement View pull request | — |
1.11.4 | Bug fix View pull request | — |
1.11.3 | Bug fix View pull request | — |
1.11.2 | Bug fix View pull request | — |
1.11.1 | Bug fix View pull request | — |
1.11.0 | Enhancement View pull request | 7.15.0 or higher |
1.10.2 | Enhancement View pull request | 7.15.0 or higher |
1.10.1 | Enhancement View pull request | — |
1.10.0 | Enhancement View pull request | — |
1.9.0 | Enhancement View pull request | 7.15.0 or higher |
1.8.0 | Enhancement View pull request | — |
1.7.1 | Bug fix View pull request | — |
1.7.0 | Enhancement View pull request | — |
1.6.2 | Bug fix View pull request | — |
1.6.1 | Enhancement View pull request | 7.15.0 or higher |
1.6.0 | Enhancement View pull request | — |
1.5.1 | Enhancement View pull request | 7.15.0 or higher |
1.5.0 | Enhancement View pull request | 7.15.0 or higher |
1.4.1 | Enhancement View pull request | 7.15.0 or higher |
1.4.0 | Enhancement View pull request | — |
1.3.2 | Enhancement View pull request | — |
1.3.1 | Enhancement View pull request | — |
1.3.0 | Enhancement View pull request | — |
1.2.2 | Bug fix View pull request | — |
1.2.1 | Bug fix View pull request | — |
1.2.0 | Enhancement View pull request | — |
1.1.0 | Enhancement View pull request | 7.14.0 or higher |
1.0.0 | Enhancement View pull request | 7.14.0 or higher |
0.10.7 | Enhancement View pull request | — |
0.10.6 | Bug fix View pull request | — |
0.10.5 | Bug fix View pull request | — |
0.10.4 | Enhancement View pull request | — |
0.10.3 | Enhancement View pull request | — |
0.10.2 | Enhancement View pull request | — |
0.10.1 | Enhancement View pull request | — |
0.10.0 | Enhancement View pull request | — |
0.9.3 | Bug fix View pull request | — |
0.9.2 | Enhancement View pull request | — |
0.9.1 | Bug fix View pull request | — |
0.9.0 | Enhancement View pull request | — |
0.8.0 | Enhancement View pull request | — |
0.7.0 | Enhancement View pull request | — |
0.6.4 | Enhancement View pull request | — |
0.6.3 | Bug fix View pull request | — |
0.6.2 | Bug fix View pull request | — |
0.6.1 | Enhancement View pull request | — |
0.6.0 | Enhancement View pull request | — |
0.5.6 | Bug fix View pull request | — |
0.5.5 | Enhancement View pull request | — |
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