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Elastic Schemas for detection rules

Elastic schemas

The full schemas for elastic endpoint on Windows, MacOS, and Linux.

Also includes schemas for all integrations used by Elastic detection rules, all of which are streamed via the elastic agent.

These are all already open sourced within the detection rules repo, where they are used for unit test validation (endpoint schemas will be there soon). We even have schemas for the beats modules (similar to integrations, but on beats).

The following integrations are included in the consolidated integrations schema

  • o365
  • kubernetes
  • endpoint
  • aws
  • apm
  • cyberarkpas
  • okta
  • system
  • windows
  • gcp
  • google_workspace
  • cloud_defend
  • azure

All of these schemas and more (rule schemas, etc.) can be found here, within the detection-rules repo.

{
"authentication": {
"at_timestamp": "date",
"event.action": "keyword",
"event.category": "keyword",
"event.created": "keyword",
"event.id": "keyword",
"event.kind": "keyword",
"event.outcome": "keyword",
"event.type": "keyword",
"group.Ext.real.id": "long",
"group.Ext.real.name": "keyword",
"group.id": "long",
"group.name": "keyword",
"group.saved.id": "long",
"host.os.name": "keyword",
"host.os.type": "keyword",
"message": "keyword",
"process.Ext.ancestry": "keyword",
"process.entity_id": "keyword",
"process.entry_leader.entity_id": "keyword",
"process.entry_leader.parent.entity_id": "keyword",
"process.executable": "keyword",
"process.group_leader.entity_id": "keyword",
"process.name": "keyword",
"process.parent.entity_id": "keyword",
"process.parent.group_leader.entity_id": "keyword",
"process.pid": "long",
"process.session_leader.entity_id": "keyword",
"source.address": "keyword",
"user.Ext.real.id": "long",
"user.Ext.real.name": "keyword",
"user.id": "long",
"user.name": "keyword",
"user.saved.id": "long",
"user.target.id": "long",
"user.target.name": "keyword"
},
"file": {
"at_timestamp": "date",
"event.action": "keyword",
"event.category": "keyword",
"event.created": "keyword",
"event.id": "keyword",
"event.kind": "keyword",
"event.outcome": "keyword",
"event.type": "keyword",
"file.Ext.original.path": "keyword",
"file.extension": "keyword",
"file.hash.md5": "keyword",
"file.hash.sha1": "keyword",
"file.hash.sha256": "keyword",
"file.inode": "long",
"file.name": "keyword",
"file.path": "keyword",
"group.Ext.real.id": "long",
"group.Ext.real.name": "keyword",
"group.id": "long",
"group.name": "keyword",
"group.saved.id": "long",
"host.os.name": "keyword",
"host.os.type": "keyword",
"message": "keyword",
"process.Ext.ancestry": "keyword",
"process.entity_id": "keyword",
"process.entry_leader.entity_id": "keyword",
"process.entry_leader.parent.entity_id": "keyword",
"process.executable": "keyword",
"process.group_leader.entity_id": "keyword",
"process.name": "keyword",
"process.parent.entity_id": "keyword",
"process.parent.group_leader.entity_id": "keyword",
"process.parent.pid": "long",
"process.pid": "long",
"process.session_leader.entity_id": "keyword",
"user.Ext.real.id": "long",
"user.Ext.real.name": "keyword",
"user.id": "long",
"user.name": "keyword",
"user.saved.id": "long"
},
"network": {
"at_timestamp": "date",
"destination.address": "keyword",
"destination.bytes": "integer",
"destination.ip": "keyword",
"destination.port": "long",
"event.action": "keyword",
"event.category": "keyword",
"event.created": "keyword",
"event.id": "keyword",
"event.kind": "keyword",
"event.outcome": "keyword",
"event.type": "keyword",
"group.Ext.real.id": "long",
"group.Ext.real.name": "keyword",
"group.id": "long",
"group.name": "keyword",
"group.saved.id": "long",
"host.os.name": "keyword",
"host.os.type": "keyword",
"message": "keyword",
"network.direction": "keyword",
"network.protocol": "keyword",
"network.transport": "keyword",
"network.type": "keyword",
"process.Ext.ancestry": "keyword",
"process.entity_id": "keyword",
"process.entry_leader.entity_id": "keyword",
"process.entry_leader.parent.entity_id": "keyword",
"process.executable": "keyword",
"process.group_leader.entity_id": "keyword",
"process.name": "keyword",
"process.parent.entity_id": "keyword",
"process.parent.group_leader.entity_id": "keyword",
"process.pid": "long",
"process.session_leader.entity_id": "keyword",
"source.address": "keyword",
"source.bytes": "integer",
"source.ip": "keyword",
"source.port": "long",
"user.Ext.real.id": "long",
"user.Ext.real.name": "keyword",
"user.id": "long",
"user.name": "keyword",
"user.saved.id": "long"
},
"process": {
"Target.process.entity_id": "keyword",
"Target.process.executable": "keyword",
"Target.process.name": "keyword",
"Target.process.pid": "long",
"at_timestamp": "date",
"cloud.account.id": "keyword",
"cloud.instance.name": "keyword",
"cloud.project.id": "keyword",
"cloud.provider": "keyword",
"cloud.region": "keyword",
"container.id": "keyword",
"container.image.hash.all": "keyword",
"container.image.name": "keyword",
"container.image.tag": "keyword",
"container.name": "keyword",
"event.action": "keyword",
"event.category": "keyword",
"event.created": "keyword",
"event.id": "keyword",
"event.kind": "keyword",
"event.outcome": "keyword",
"event.type": "keyword",
"group.Ext.real.id": "long",
"group.Ext.real.name": "keyword",
"group.id": "long",
"group.name": "keyword",
"group.saved.id": "long",
"host.ip": "keyword",
"host.os.name": "keyword",
"host.os.type": "keyword",
"message": "keyword",
"orchestrator.cluster.id": "keyword",
"orchestrator.cluster.name": "keyword",
"orchestrator.namespace": "keyword",
"orchestrator.resource.ip": "keyword",
"orchestrator.resource.name": "keyword",
"orchestrator.resource.parent.type": "keyword",
"orchestrator.resource.type": "keyword",
"process.Ext.ancestry": "keyword",
"process.Ext.trusted": "boolean",
"process.Ext.trusted_descendant": "boolean",
"process.args": "keyword",
"process.args_count": "long",
"process.attested_groups": "nested",
"process.attested_user.id": "keyword",
"process.attested_user.name": "keyword",
"process.command_line": "keyword",
"process.end": "keyword",
"process.entity_id": "keyword",
"process.entry_leader.args": "keyword",
"process.entry_leader.args_count": "long",
"process.entry_leader.attested_groups": "nested",
"process.entry_leader.attested_user.id": "keyword",
"process.entry_leader.attested_user.name": "keyword",
"process.entry_leader.entity_id": "keyword",
"process.entry_leader.entry_meta.source.ip": "keyword",
"process.entry_leader.entry_meta.type": "keyword",
"process.entry_leader.executable": "keyword",
"process.entry_leader.group.id": "long",
"process.entry_leader.group.name": "keyword",
"process.entry_leader.interactive": "boolean",
"process.entry_leader.name": "keyword",
"process.entry_leader.parent.entity_id": "keyword",
"process.entry_leader.parent.pid": "long",
"process.entry_leader.parent.start": "keyword",
"process.entry_leader.pid": "long",
"process.entry_leader.real_group.id": "long",
"process.entry_leader.real_group.name": "keyword",
"process.entry_leader.real_user.id": "long",
"process.entry_leader.real_user.name": "keyword",
"process.entry_leader.same_as_process": "boolean",
"process.entry_leader.saved_group.id": "long",
"process.entry_leader.saved_group.name": "keyword",
"process.entry_leader.saved_user.id": "long",
"process.entry_leader.saved_user.name": "keyword",
"process.entry_leader.start": "keyword",
"process.entry_leader.supplemental_groups": "nested",
"process.entry_leader.tty.char_device.major": "long",
"process.entry_leader.tty.char_device.minor": "long",
"process.entry_leader.user.id": "long",
"process.entry_leader.user.name": "keyword",
"process.entry_leader.working_directory": "keyword",
"process.env_vars": "keyword",
"process.executable": "keyword",
"process.exit_code": "long",
"process.group.id": "long",
"process.group.name": "keyword",
"process.group_leader.args": "keyword",
"process.group_leader.args_count": "long",
"process.group_leader.entity_id": "keyword",
"process.group_leader.executable": "keyword",
"process.group_leader.group.id": "long",
"process.group_leader.group.name": "keyword",
"process.group_leader.interactive": "boolean",
"process.group_leader.name": "keyword",
"process.group_leader.pid": "long",
"process.group_leader.real_group.id": "long",
"process.group_leader.real_group.name": "keyword",
"process.group_leader.real_user.id": "long",
"process.group_leader.real_user.name": "keyword",
"process.group_leader.same_as_process": "boolean",
"process.group_leader.saved_group.id": "long",
"process.group_leader.saved_group.name": "keyword",
"process.group_leader.saved_user.id": "long",
"process.group_leader.saved_user.name": "keyword",
"process.group_leader.start": "keyword",
"process.group_leader.supplemental_groups": "nested",
"process.group_leader.tty.char_device.major": "long",
"process.group_leader.tty.char_device.minor": "long",
"process.group_leader.user.id": "long",
"process.group_leader.user.name": "keyword",
"process.group_leader.working_directory": "keyword",
"process.hash.md5": "keyword",
"process.hash.sha1": "keyword",
"process.hash.sha256": "keyword",
"process.interactive": "boolean",
"process.io.bytes_skipped": "nested",
"process.io.max_bytes_per_process_exceeded": "boolean",
"process.io.text": "keyword",
"process.io.total_bytes_captured": "long",
"process.io.total_bytes_skipped": "long",
"process.io.type": "keyword",
"process.name": "keyword",
"process.parent.args": "keyword",
"process.parent.args_count": "long",
"process.parent.command_line": "keyword",
"process.parent.entity_id": "keyword",
"process.parent.executable": "keyword",
"process.parent.group.id": "long",
"process.parent.group.name": "keyword",
"process.parent.group_leader.entity_id": "keyword",
"process.parent.group_leader.pid": "long",
"process.parent.group_leader.start": "keyword",
"process.parent.interactive": "boolean",
"process.parent.name": "keyword",
"process.parent.pid": "long",
"process.parent.real_group.id": "long",
"process.parent.real_group.name": "keyword",
"process.parent.real_user.id": "long",
"process.parent.real_user.name": "keyword",
"process.parent.saved_group.id": "long",
"process.parent.saved_group.name": "keyword",
"process.parent.saved_user.id": "long",
"process.parent.saved_user.name": "keyword",
"process.parent.start": "keyword",
"process.parent.supplemental_groups": "nested",
"process.parent.tty.char_device.major": "long",
"process.parent.tty.char_device.minor": "long",
"process.parent.user.id": "long",
"process.parent.user.name": "keyword",
"process.parent.working_directory": "keyword",
"process.pid": "long",
"process.previous": "nested",
"process.real_group.id": "long",
"process.real_group.name": "keyword",
"process.real_user.id": "long",
"process.real_user.name": "keyword",
"process.saved_group.id": "long",
"process.saved_group.name": "keyword",
"process.saved_user.id": "long",
"process.saved_user.name": "keyword",
"process.session_leader.args": "keyword",
"process.session_leader.args_count": "long",
"process.session_leader.entity_id": "keyword",
"process.session_leader.executable": "keyword",
"process.session_leader.group.id": "long",
"process.session_leader.group.name": "keyword",
"process.session_leader.interactive": "boolean",
"process.session_leader.name": "keyword",
"process.session_leader.pid": "long",
"process.session_leader.real_group.id": "long",
"process.session_leader.real_group.name": "keyword",
"process.session_leader.real_user.id": "long",
"process.session_leader.real_user.name": "keyword",
"process.session_leader.same_as_process": "boolean",
"process.session_leader.saved_group.id": "long",
"process.session_leader.saved_group.name": "keyword",
"process.session_leader.saved_user.id": "long",
"process.session_leader.saved_user.name": "keyword",
"process.session_leader.start": "keyword",
"process.session_leader.supplemental_groups": "nested",
"process.session_leader.tty.char_device.major": "long",
"process.session_leader.tty.char_device.minor": "long",
"process.session_leader.user.id": "long",
"process.session_leader.user.name": "keyword",
"process.session_leader.working_directory": "keyword",
"process.start": "keyword",
"process.supplemental_groups": "nested",
"process.tty.char_device.major": "long",
"process.tty.char_device.minor": "long",
"process.tty.columns": "long",
"process.tty.rows": "long",
"process.user.id": "long",
"process.user.name": "keyword",
"process.working_directory": "keyword",
"user.Ext.real.id": "long",
"user.Ext.real.name": "keyword",
"user.id": "long",
"user.name": "keyword",
"user.saved.id": "long"
},
"session": {
"at_timestamp": "date",
"event.action": "keyword",
"event.category": "keyword",
"event.created": "keyword",
"event.id": "keyword",
"event.kind": "keyword",
"event.outcome": "keyword",
"event.type": "keyword",
"group.Ext.real.id": "long",
"group.Ext.real.name": "keyword",
"group.id": "long",
"group.name": "keyword",
"group.saved.id": "long",
"host.os.name": "keyword",
"host.os.type": "keyword",
"message": "keyword",
"process.Ext.ancestry": "keyword",
"process.entity_id": "keyword",
"process.entry_leader.entity_id": "keyword",
"process.entry_leader.parent.entity_id": "keyword",
"process.executable": "keyword",
"process.group_leader.entity_id": "keyword",
"process.name": "keyword",
"process.parent.entity_id": "keyword",
"process.parent.group_leader.entity_id": "keyword",
"process.pid": "long",
"process.session_leader.entity_id": "keyword",
"source.address": "keyword",
"user.Ext.real.id": "long",
"user.Ext.real.name": "keyword",
"user.id": "long",
"user.name": "keyword",
"user.saved.id": "long",
"user.target.id": "long",
"user.target.name": "keyword"
}
}
{
"authentication": {
"at_timestamp": "date",
"event.action": "keyword",
"event.category": "keyword",
"event.created": "keyword",
"event.id": "keyword",
"event.kind": "keyword",
"event.outcome": "keyword",
"event.type": "keyword",
"group.Ext.real.id": "long",
"group.Ext.real.name": "keyword",
"group.id": "long",
"group.name": "keyword",
"group.saved.id": "long",
"host.os.name": "keyword",
"host.os.type": "keyword",
"message": "keyword",
"process.Ext.ancestry": "keyword",
"process.code_signature.exists": "boolean",
"process.code_signature.signing_id": "keyword",
"process.code_signature.status": "keyword",
"process.code_signature.subject_name": "keyword",
"process.code_signature.team_id": "keyword",
"process.code_signature.trusted": "boolean",
"process.entity_id": "keyword",
"process.executable": "keyword",
"process.name": "keyword",
"process.parent.entity_id": "keyword",
"process.pid": "long",
"source.address": "keyword",
"user.Ext.real.id": "long",
"user.Ext.real.name": "keyword",
"user.id": "long",
"user.name": "keyword",
"user.saved.id": "long",
"user.target.id": "long",
"user.target.name": "keyword"
},
"file": {
"at_timestamp": "date",
"event.action": "keyword",
"event.category": "keyword",
"event.created": "keyword",
"event.id": "keyword",
"event.kind": "keyword",
"event.outcome": "keyword",
"event.type": "keyword",
"file.Ext.original.path": "keyword",
"file.attributes": "keyword",
"file.extension": "keyword",
"file.hash.md5": "keyword",
"file.hash.sha1": "keyword",
"file.hash.sha256": "keyword",
"file.inode": "long",
"file.name": "keyword",
"file.path": "keyword",
"file.size": "integer",
"group.Ext.real.id": "long",
"group.Ext.real.name": "keyword",
"group.id": "long",
"group.name": "keyword",
"group.saved.id": "long",
"host.os.name": "keyword",
"host.os.type": "keyword",
"message": "keyword",
"process.Ext.ancestry": "keyword",
"process.code_signature.exists": "boolean",
"process.code_signature.signing_id": "keyword",
"process.code_signature.status": "keyword",
"process.code_signature.subject_name": "keyword",
"process.code_signature.team_id": "keyword",
"process.code_signature.trusted": "boolean",
"process.entity_id": "keyword",
"process.executable": "keyword",
"process.name": "keyword",
"process.parent.entity_id": "keyword",
"process.parent.pid": "long",
"process.pid": "long",
"user.Ext.real.id": "long",
"user.Ext.real.name": "keyword",
"user.id": "long",
"user.name": "keyword",
"user.saved.id": "long"
},
"library": {
"at_timestamp": "date",
"dll.Ext.code_signature": "nested",
"dll.Ext.defense_evasions": "keyword",
"dll.Ext.device.bus_type": "keyword",
"dll.Ext.device.dos_name": "keyword",
"dll.Ext.device.file_system_type": "keyword",
"dll.Ext.device.nt_name": "keyword",
"dll.Ext.device.product_id": "keyword",
"dll.Ext.device.serial_number": "keyword",
"dll.Ext.device.vendor_id": "keyword",
"dll.Ext.device.volume_device_type": "keyword",
"dll.Ext.load_index": "long",
"dll.Ext.relative_file_creation_time": "float",
"dll.Ext.relative_file_name_modify_time": "float",
"dll.Ext.size": "long",
"dll.code_signature.exists": "boolean",
"dll.code_signature.status": "keyword",
"dll.code_signature.subject_name": "keyword",
"dll.code_signature.trusted": "boolean",
"dll.hash.md5": "keyword",
"dll.hash.sha1": "keyword",
"dll.hash.sha256": "keyword",
"dll.name": "keyword",
"dll.path": "keyword",
"dll.pe.file_version": "keyword",
"dll.pe.imphash": "keyword",
"dll.pe.original_file_name": "keyword",
"event.action": "keyword",
"event.category": "keyword",
"event.created": "keyword",
"event.id": "keyword",
"event.kind": "keyword",
"event.outcome": "keyword",
"event.type": "keyword",
"group.Ext.real.id": "long",
"group.Ext.real.name": "keyword",
"group.id": "long",
"group.name": "keyword",
"group.saved.id": "long",
"host.os.name": "keyword",
"host.os.type": "keyword",
"message": "keyword",
"process.Ext.ancestry": "keyword",
"process.code_signature.exists": "boolean",
"process.code_signature.signing_id": "keyword",
"process.code_signature.status": "keyword",
"process.code_signature.subject_name": "keyword",
"process.code_signature.team_id": "keyword",
"process.code_signature.trusted": "boolean",
"process.entity_id": "keyword",
"process.executable": "keyword",
"process.name": "keyword",
"process.parent.entity_id": "keyword",
"process.pid": "long",
"user.Ext.real.id": "long",
"user.Ext.real.name": "keyword",
"user.id": "long",
"user.name": "keyword",
"user.saved.id": "long"
},
"network": {
"at_timestamp": "date",
"destination.address": "keyword",
"destination.bytes": "integer",
"destination.ip": "keyword",
"destination.port": "long",
"event.action": "keyword",
"event.category": "keyword",
"event.created": "keyword",
"event.id": "keyword",
"event.kind": "keyword",
"event.outcome": "keyword",
"event.type": "keyword",
"group.Ext.real.id": "long",
"group.Ext.real.name": "keyword",
"group.id": "long",
"group.name": "keyword",
"group.saved.id": "long",
"host.os.name": "keyword",
"host.os.type": "keyword",
"message": "keyword",
"network.direction": "keyword",
"network.protocol": "keyword",
"network.transport": "keyword",
"network.type": "keyword",
"process.Ext.ancestry": "keyword",
"process.code_signature.exists": "boolean",
"process.code_signature.signing_id": "keyword",
"process.code_signature.status": "keyword",
"process.code_signature.subject_name": "keyword",
"process.code_signature.team_id": "keyword",
"process.code_signature.trusted": "boolean",
"process.entity_id": "keyword",
"process.executable": "keyword",
"process.name": "keyword",
"process.parent.entity_id": "keyword",
"process.pid": "long",
"source.address": "keyword",
"source.bytes": "integer",
"source.ip": "keyword",
"source.port": "long",
"user.Ext.real.id": "long",
"user.Ext.real.name": "keyword",
"user.id": "long",
"user.name": "keyword",
"user.saved.id": "long"
},
"persistence": {
"Persistence.args": "keyword",
"Persistence.executable": "keyword",
"Persistence.keepalive": "boolean",
"Persistence.name": "keyword",
"Persistence.path": "keyword",
"Persistence.runatload": "boolean",
"at_timestamp": "date",
"event.action": "keyword",
"event.category": "keyword",
"event.created": "keyword",
"event.id": "keyword",
"event.kind": "keyword",
"event.outcome": "keyword",
"event.type": "keyword",
"group.Ext.real.id": "long",
"group.Ext.real.name": "keyword",
"group.id": "long",
"group.name": "keyword",
"group.saved.id": "long",
"host.os.name": "keyword",
"host.os.type": "keyword",
"message": "keyword",
"process.Ext.ancestry": "keyword",
"process.code_signature.exists": "boolean",
"process.code_signature.signing_id": "keyword",
"process.code_signature.status": "keyword",
"process.code_signature.subject_name": "keyword",
"process.code_signature.team_id": "keyword",
"process.code_signature.trusted": "boolean",
"process.entity_id": "keyword",
"process.executable": "keyword",
"process.name": "keyword",
"process.parent.entity_id": "keyword",
"process.pid": "long",
"user.Ext.real.id": "long",
"user.Ext.real.name": "keyword",
"user.id": "long",
"user.name": "keyword",
"user.saved.id": "long"
},
"process": {
"Target.process.entity_id": "keyword",
"Target.process.executable": "keyword",
"Target.process.name": "keyword",
"Target.process.pid": "long",
"at_timestamp": "date",
"event.action": "keyword",
"event.category": "keyword",
"event.created": "keyword",
"event.id": "keyword",
"event.kind": "keyword",
"event.outcome": "keyword",
"event.type": "keyword",
"group.Ext.real.id": "long",
"group.Ext.real.name": "keyword",
"group.id": "long",
"group.name": "keyword",
"group.saved.id": "long",
"host.os.name": "keyword",
"host.os.type": "keyword",
"message": "keyword",
"process.Ext.ancestry": "keyword",
"process.Ext.effective_parent.entity_id": "keyword",
"process.Ext.effective_parent.executable": "keyword",
"process.Ext.effective_parent.name": "keyword",
"process.Ext.effective_parent.pid": "long",
"process.Ext.trusted": "boolean",
"process.Ext.trusted_descendant": "boolean",
"process.args": "keyword",
"process.args_count": "long",
"process.code_signature.exists": "boolean",
"process.code_signature.signing_id": "keyword",
"process.code_signature.status": "keyword",
"process.code_signature.subject_name": "keyword",
"process.code_signature.team_id": "keyword",
"process.code_signature.trusted": "boolean",
"process.command_line": "keyword",
"process.entity_id": "keyword",
"process.env_vars": "keyword",
"process.executable": "keyword",
"process.exit_code": "long",
"process.hash.md5": "keyword",
"process.hash.sha1": "keyword",
"process.hash.sha256": "keyword",
"process.name": "keyword",
"process.parent.args": "keyword",
"process.parent.args_count": "long",
"process.parent.command_line": "keyword",
"process.parent.entity_id": "keyword",
"process.parent.executable": "keyword",
"process.parent.name": "keyword",
"process.parent.pid": "long",
"process.pid": "long",
"process.working_directory": "keyword",
"user.Ext.real.id": "long",
"user.Ext.real.name": "keyword",
"user.id": "long",
"user.name": "keyword",
"user.saved.id": "long"
},
"session": {
"at_timestamp": "date",
"event.action": "keyword",
"event.category": "keyword",
"event.created": "keyword",
"event.id": "keyword",
"event.kind": "keyword",
"event.outcome": "keyword",
"event.type": "keyword",
"group.Ext.real.id": "long",
"group.Ext.real.name": "keyword",
"group.id": "long",
"group.name": "keyword",
"group.saved.id": "long",
"host.os.name": "keyword",
"host.os.type": "keyword",
"message": "keyword",
"process.Ext.ancestry": "keyword",
"process.code_signature.exists": "boolean",
"process.code_signature.signing_id": "keyword",
"process.code_signature.status": "keyword",
"process.code_signature.subject_name": "keyword",
"process.code_signature.team_id": "keyword",
"process.code_signature.trusted": "boolean",
"process.entity_id": "keyword",
"process.executable": "keyword",
"process.name": "keyword",
"process.parent.entity_id": "keyword",
"process.pid": "long",
"source.address": "keyword",
"user.Ext.real.id": "long",
"user.Ext.real.name": "keyword",
"user.id": "long",
"user.name": "keyword",
"user.saved.id": "long",
"user.target.id": "long",
"user.target.name": "keyword"
}
}
{
"authentication": {
"Effective_process.entity_id": "keyword",
"Effective_process.executable": "keyword",
"Effective_process.name": "keyword",
"Effective_process.pid": "long",
"at_timestamp": "date",
"event.action": "keyword",
"event.category": "keyword",
"event.created": "keyword",
"event.id": "keyword",
"event.kind": "keyword",
"event.outcome": "keyword",
"event.type": "keyword",
"host.os.name": "keyword",
"host.os.type": "keyword",
"message": "keyword",
"process.Ext.ancestry": "keyword",
"process.Ext.code_signature": "nested",
"process.code_signature.exists": "boolean",
"process.code_signature.status": "keyword",
"process.code_signature.subject_name": "keyword",
"process.code_signature.trusted": "boolean",
"process.entity_id": "keyword",
"process.executable": "keyword",
"process.name": "keyword",
"process.parent.entity_id": "keyword",
"process.pid": "long",
"process.thread.Ext.call_stack": "nested",
"process.thread.Ext.call_stack_contains_unbacked": "boolean",
"process.thread.Ext.call_stack_final_user_module.code_signature": "nested",
"process.thread.Ext.call_stack_final_user_module.hash.sha256": "keyword",
"process.thread.Ext.call_stack_final_user_module.name": "keyword",
"process.thread.Ext.call_stack_final_user_module.path": "keyword",
"process.thread.Ext.call_stack_summary": "keyword",
"process.thread.id": "long",
"source.address": "keyword",
"user.domain": "keyword",
"user.id": "keyword",
"user.name": "keyword",
"user.target.id": "long",
"user.target.name": "keyword"
},
"credential_access": {
"Effective_process.entity_id": "keyword",
"Effective_process.executable": "keyword",
"Effective_process.name": "keyword",
"Effective_process.pid": "long",
"Target.process.name": "keyword",
"Target.process.pid": "long",
"at_timestamp": "date",
"event.action": "keyword",
"event.category": "keyword",
"event.created": "keyword",
"event.id": "keyword",
"event.kind": "keyword",
"event.outcome": "keyword",
"event.type": "keyword",
"host.os.name": "keyword",
"host.os.type": "keyword",
"message": "keyword",
"process.Ext.ancestry": "keyword",
"process.Ext.api.name": "keyword",
"process.Ext.api.parameters.desired_access": "keyword",
"process.Ext.api.parameters.desired_access_numeric": "long",
"process.Ext.api.parameters.handle_type": "keyword",
"process.Ext.code_signature": "nested",
"process.code_signature.exists": "boolean",
"process.code_signature.status": "keyword",
"process.code_signature.subject_name": "keyword",
"process.code_signature.trusted": "boolean",
"process.entity_id": "keyword",
"process.executable": "keyword",
"process.name": "keyword",
"process.parent.entity_id": "keyword",
"process.pid": "long",
"process.thread.Ext.call_stack": "nested",
"process.thread.Ext.call_stack_contains_unbacked": "boolean",
"process.thread.Ext.call_stack_final_user_module.code_signature": "nested",
"process.thread.Ext.call_stack_final_user_module.hash.sha256": "keyword",
"process.thread.Ext.call_stack_final_user_module.name": "keyword",
"process.thread.Ext.call_stack_final_user_module.path": "keyword",
"process.thread.Ext.call_stack_summary": "keyword",
"process.thread.id": "long",
"user.domain": "keyword",
"user.id": "keyword",
"user.name": "keyword"
},
"dns": {
"Effective_process.entity_id": "keyword",
"Effective_process.executable": "keyword",
"Effective_process.name": "keyword",
"Effective_process.pid": "long",
"at_timestamp": "date",
"destination.port": "long",
"dns.Ext.options": "long",
"dns.Ext.status": "long",
"dns.question.name": "keyword",
"dns.question.type": "keyword",
"event.action": "keyword",
"event.category": "keyword",
"event.created": "keyword",
"event.id": "keyword",
"event.kind": "keyword",
"event.outcome": "keyword",
"event.type": "keyword",
"host.os.name": "keyword",
"host.os.type": "keyword",
"message": "keyword",
"network.destination.port": "long",
"network.protocol": "keyword",
"process.Ext.ancestry": "keyword",
"process.Ext.code_signature": "nested",
"process.code_signature.exists": "boolean",
"process.code_signature.status": "keyword",
"process.code_signature.subject_name": "keyword",
"process.code_signature.trusted": "boolean",
"process.entity_id": "keyword",
"process.executable": "keyword",
"process.name": "keyword",
"process.parent.entity_id": "keyword",
"process.pid": "long",
"process.thread.Ext.call_stack": "nested",
"process.thread.Ext.call_stack_contains_unbacked": "boolean",
"process.thread.Ext.call_stack_final_user_module.code_signature": "nested",
"process.thread.Ext.call_stack_final_user_module.hash.sha256": "keyword",
"process.thread.Ext.call_stack_final_user_module.name": "keyword",
"process.thread.Ext.call_stack_final_user_module.path": "keyword",
"process.thread.Ext.call_stack_summary": "keyword",
"process.thread.id": "long",
"user.domain": "keyword",
"user.id": "keyword",
"user.name": "keyword"
},
"file": {
"Effective_process.entity_id": "keyword",
"Effective_process.executable": "keyword",
"Effective_process.name": "keyword",
"Effective_process.pid": "long",
"at_timestamp": "date",
"event.action": "keyword",
"event.category": "keyword",
"event.created": "keyword",
"event.id": "keyword",
"event.kind": "keyword",
"event.outcome": "keyword",
"event.type": "keyword",
"file.Ext.device.bus_type": "keyword",
"file.Ext.device.dos_name": "keyword",
"file.Ext.device.file_system_type": "keyword",
"file.Ext.device.nt_name": "keyword",
"file.Ext.device.product_id": "keyword",
"file.Ext.device.serial_number": "keyword",
"file.Ext.device.vendor_id": "keyword",
"file.Ext.device.volume_device_type": "keyword",
"file.Ext.entropy": "float",
"file.Ext.header_bytes": "keyword",
"file.Ext.header_data": "text",
"file.Ext.monotonic_id": "long",
"file.Ext.original.name": "keyword",
"file.Ext.original.path": "keyword",
"file.Ext.windows.zone_identifier": "integer",
"file.extension": "keyword",
"file.hash.md5": "keyword",
"file.hash.sha1": "keyword",
"file.hash.sha256": "keyword",
"file.inode": "long",
"file.name": "keyword",
"file.path": "keyword",
"file.size": "integer",
"host.os.name": "keyword",
"host.os.type": "keyword",
"message": "keyword",
"process.Ext.ancestry": "keyword",
"process.Ext.code_signature": "nested",
"process.code_signature.exists": "boolean",
"process.code_signature.status": "keyword",
"process.code_signature.subject_name": "keyword",
"process.code_signature.trusted": "boolean",
"process.entity_id": "keyword",
"process.executable": "keyword",
"process.name": "keyword",
"process.parent.entity_id": "keyword",
"process.parent.pid": "long",
"process.pid": "long",
"process.thread.Ext.call_stack": "nested",
"process.thread.Ext.call_stack_contains_unbacked": "boolean",
"process.thread.Ext.call_stack_final_user_module.code_signature": "nested",
"process.thread.Ext.call_stack_final_user_module.hash.sha256": "keyword",
"process.thread.Ext.call_stack_final_user_module.name": "keyword",
"process.thread.Ext.call_stack_final_user_module.path": "keyword",
"process.thread.Ext.call_stack_summary": "keyword",
"process.thread.id": "long",
"user.domain": "keyword",
"user.id": "keyword",
"user.name": "keyword"
},
"library": {
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"Effective_process.executable": "keyword",
"Effective_process.name": "keyword",
"Effective_process.pid": "long",
"at_timestamp": "date",
"dll.Ext.code_signature": "nested",
"dll.Ext.defense_evasions": "keyword",
"dll.Ext.device.bus_type": "keyword",
"dll.Ext.device.dos_name": "keyword",
"dll.Ext.device.file_system_type": "keyword",
"dll.Ext.device.nt_name": "keyword",
"dll.Ext.device.product_id": "keyword",
"dll.Ext.device.serial_number": "keyword",
"dll.Ext.device.vendor_id": "keyword",
"dll.Ext.device.volume_device_type": "keyword",
"dll.Ext.load_index": "long",
"dll.Ext.relative_file_creation_time": "float",
"dll.Ext.relative_file_name_modify_time": "float",
"dll.Ext.size": "long",
"dll.code_signature.exists": "boolean",
"dll.code_signature.status": "keyword",
"dll.code_signature.subject_name": "keyword",
"dll.code_signature.trusted": "boolean",
"dll.hash.md5": "keyword",
"dll.hash.sha1": "keyword",
"dll.hash.sha256": "keyword",
"dll.name": "keyword",
"dll.path": "keyword",
"dll.pe.file_version": "keyword",
"dll.pe.imphash": "keyword",
"dll.pe.original_file_name": "keyword",
"event.action": "keyword",
"event.category": "keyword",
"event.created": "keyword",
"event.id": "keyword",
"event.kind": "keyword",
"event.outcome": "keyword",
"event.type": "keyword",
"host.os.name": "keyword",
"host.os.type": "keyword",
"message": "keyword",
"process.Ext.ancestry": "keyword",
"process.Ext.code_signature": "nested",
"process.code_signature.exists": "boolean",
"process.code_signature.status": "keyword",
"process.code_signature.subject_name": "keyword",
"process.code_signature.trusted": "boolean",
"process.entity_id": "keyword",
"process.executable": "keyword",
"process.name": "keyword",
"process.parent.entity_id": "keyword",
"process.pid": "long",
"process.thread.Ext.call_stack": "nested",
"process.thread.Ext.call_stack_contains_unbacked": "boolean",
"process.thread.Ext.call_stack_final_user_module.code_signature": "nested",
"process.thread.Ext.call_stack_final_user_module.hash.sha256": "keyword",
"process.thread.Ext.call_stack_final_user_module.name": "keyword",
"process.thread.Ext.call_stack_final_user_module.path": "keyword",
"process.thread.Ext.call_stack_summary": "keyword",
"process.thread.id": "long",
"user.domain": "keyword",
"user.id": "keyword",
"user.name": "keyword"
},
"network": {
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"Effective_process.executable": "keyword",
"Effective_process.name": "keyword",
"Effective_process.pid": "long",
"at_timestamp": "date",
"destination.address": "keyword",
"destination.bytes": "integer",
"destination.ip": "keyword",
"destination.port": "long",
"event.action": "keyword",
"event.category": "keyword",
"event.created": "keyword",
"event.id": "keyword",
"event.kind": "keyword",
"event.outcome": "keyword",
"event.type": "keyword",
"host.os.name": "keyword",
"host.os.type": "keyword",
"http.request.body.bytes": "long",
"http.request.body.content": "keyword",
"message": "keyword",
"network.direction": "keyword",
"network.protocol": "keyword",
"network.transport": "keyword",
"network.type": "keyword",
"process.Ext.ancestry": "keyword",
"process.Ext.code_signature": "nested",
"process.code_signature.exists": "boolean",
"process.code_signature.status": "keyword",
"process.code_signature.subject_name": "keyword",
"process.code_signature.trusted": "boolean",
"process.entity_id": "keyword",
"process.executable": "keyword",
"process.name": "keyword",
"process.parent.entity_id": "keyword",
"process.pid": "long",
"process.thread.Ext.call_stack": "nested",
"process.thread.Ext.call_stack_contains_unbacked": "boolean",
"process.thread.Ext.call_stack_final_user_module.code_signature": "nested",
"process.thread.Ext.call_stack_final_user_module.hash.sha256": "keyword",
"process.thread.Ext.call_stack_final_user_module.name": "keyword",
"process.thread.Ext.call_stack_final_user_module.path": "keyword",
"process.thread.Ext.call_stack_summary": "keyword",
"process.thread.id": "long",
"source.address": "keyword",
"source.bytes": "integer",
"source.ip": "keyword",
"source.port": "long",
"user.domain": "keyword",
"user.id": "keyword",
"user.name": "keyword"
},
"process": {
"Effective_process.entity_id": "keyword",
"Effective_process.executable": "keyword",
"Effective_process.name": "keyword",
"Effective_process.pid": "long",
"Target.process.entity_id": "keyword",
"Target.process.executable": "keyword",
"Target.process.name": "keyword",
"Target.process.pid": "long",
"at_timestamp": "date",
"event.action": "keyword",
"event.category": "keyword",
"event.created": "keyword",
"event.id": "keyword",
"event.kind": "keyword",
"event.outcome": "keyword",
"event.type": "keyword",
"host.os.name": "keyword",
"host.os.type": "keyword",
"message": "keyword",
"process.Ext.ancestry": "keyword",
"process.Ext.authentication_id": "keyword",
"process.Ext.code_signature": "nested",
"process.Ext.defense_evasions": "keyword",
"process.Ext.device.bus_type": "keyword",
"process.Ext.device.dos_name": "keyword",
"process.Ext.device.file_system_type": "keyword",
"process.Ext.device.nt_name": "keyword",
"process.Ext.device.product_id": "keyword",
"process.Ext.device.serial_number": "keyword",
"process.Ext.device.vendor_id": "keyword",
"process.Ext.device.volume_device_type": "keyword",
"process.Ext.effective_parent.entity_id": "keyword",
"process.Ext.effective_parent.executable": "keyword",
"process.Ext.effective_parent.name": "keyword",
"process.Ext.effective_parent.pid": "long",
"process.Ext.mitigation_policies": "keyword",
"process.Ext.protection": "keyword",
"process.Ext.relative_file_creation_time": "float",
"process.Ext.relative_file_name_modify_time": "float",
"process.Ext.session_info.authentication_package": "keyword",
"process.Ext.session_info.client_address": "keyword",
"process.Ext.session_info.id": "long",
"process.Ext.session_info.logon_type": "keyword",
"process.Ext.session_info.relative_logon_time": "float",
"process.Ext.session_info.relative_password_age": "float",
"process.Ext.session_info.user_flags": "keyword",
"process.Ext.token.elevation_level": "keyword",
"process.Ext.token.integrity_level_name": "keyword",
"process.Ext.token.security_attributes": "keyword",
"process.Ext.trusted": "boolean",
"process.Ext.trusted_descendant": "boolean",
"process.args": "keyword",
"process.args_count": "long",
"process.code_signature.exists": "boolean",
"process.code_signature.status": "keyword",
"process.code_signature.subject_name": "keyword",
"process.code_signature.trusted": "boolean",
"process.command_line": "keyword",
"process.entity_id": "keyword",
"process.executable": "keyword",
"process.exit_code": "long",
"process.hash.md5": "keyword",
"process.hash.sha1": "keyword",
"process.hash.sha256": "keyword",
"process.name": "keyword",
"process.parent.Ext.real.entity_id": "keyword",
"process.parent.Ext.real.pid": "long",
"process.parent.args": "keyword",
"process.parent.args_count": "long",
"process.parent.command_line": "keyword",
"process.parent.entity_id": "keyword",
"process.parent.executable": "keyword",
"process.parent.name": "keyword",
"process.parent.pid": "long",
"process.parent.thread.Ext.call_stack": "nested",
"process.parent.thread.Ext.call_stack_contains_unbacked": "boolean",
"process.parent.thread.Ext.call_stack_final_user_module.code_signature": "nested",
"process.parent.thread.Ext.call_stack_final_user_module.hash.sha256": "keyword",
"process.parent.thread.Ext.call_stack_final_user_module.name": "keyword",
"process.parent.thread.Ext.call_stack_final_user_module.path": "keyword",
"process.parent.thread.Ext.call_stack_summary": "keyword",
"process.pe.imphash": "keyword",
"process.pe.original_file_name": "keyword",
"process.pid": "long",
"process.thread.Ext.call_stack": "nested",
"process.thread.Ext.call_stack_contains_unbacked": "boolean",
"process.thread.Ext.call_stack_final_user_module.code_signature": "nested",
"process.thread.Ext.call_stack_final_user_module.hash.sha256": "keyword",
"process.thread.Ext.call_stack_final_user_module.name": "keyword",
"process.thread.Ext.call_stack_final_user_module.path": "keyword",
"process.thread.Ext.call_stack_summary": "keyword",
"process.thread.id": "long",
"process.working_directory": "keyword",
"user.domain": "keyword",
"user.id": "keyword",
"user.name": "keyword"
},
"registry": {
"Effective_process.entity_id": "keyword",
"Effective_process.executable": "keyword",
"Effective_process.name": "keyword",
"Effective_process.pid": "long",
"at_timestamp": "date",
"event.action": "keyword",
"event.category": "keyword",
"event.created": "keyword",
"event.id": "keyword",
"event.kind": "keyword",
"event.outcome": "keyword",
"event.type": "keyword",
"host.os.name": "keyword",
"host.os.type": "keyword",
"message": "keyword",
"process.Ext.ancestry": "keyword",
"process.Ext.code_signature": "nested",
"process.code_signature.exists": "boolean",
"process.code_signature.status": "keyword",
"process.code_signature.subject_name": "keyword",
"process.code_signature.trusted": "boolean",
"process.entity_id": "keyword",
"process.executable": "keyword",
"process.name": "keyword",
"process.parent.entity_id": "keyword",
"process.pid": "long",
"process.thread.Ext.call_stack": "nested",
"process.thread.Ext.call_stack_contains_unbacked": "boolean",
"process.thread.Ext.call_stack_final_user_module.code_signature": "nested",
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"process.thread.Ext.call_stack_final_user_module.name": "keyword",
"process.thread.Ext.call_stack_final_user_module.path": "keyword",
"process.thread.Ext.call_stack_summary": "keyword",
"process.thread.id": "long",
"registry.data.bytes": "keyword",
"registry.data.strings": "keyword",
"registry.data.type": "keyword",
"registry.hive": "keyword",
"registry.key": "keyword",
"registry.path": "keyword",
"registry.value": "keyword",
"user.domain": "keyword",
"user.id": "keyword",
"user.name": "keyword"
},
"session": {
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"Effective_process.executable": "keyword",
"Effective_process.name": "keyword",
"Effective_process.pid": "long",
"at_timestamp": "date",
"event.action": "keyword",
"event.category": "keyword",
"event.created": "keyword",
"event.id": "keyword",
"event.kind": "keyword",
"event.outcome": "keyword",
"event.type": "keyword",
"host.os.name": "keyword",
"host.os.type": "keyword",
"message": "keyword",
"process.Ext.ancestry": "keyword",
"process.Ext.code_signature": "nested",
"process.code_signature.exists": "boolean",
"process.code_signature.status": "keyword",
"process.code_signature.subject_name": "keyword",
"process.code_signature.trusted": "boolean",
"process.entity_id": "keyword",
"process.executable": "keyword",
"process.name": "keyword",
"process.parent.entity_id": "keyword",
"process.pid": "long",
"process.thread.Ext.call_stack": "nested",
"process.thread.Ext.call_stack_contains_unbacked": "boolean",
"process.thread.Ext.call_stack_final_user_module.code_signature": "nested",
"process.thread.Ext.call_stack_final_user_module.hash.sha256": "keyword",
"process.thread.Ext.call_stack_final_user_module.name": "keyword",
"process.thread.Ext.call_stack_final_user_module.path": "keyword",
"process.thread.Ext.call_stack_summary": "keyword",
"process.thread.id": "long",
"source.address": "keyword",
"user.domain": "keyword",
"user.id": "keyword",
"user.name": "keyword",
"user.target.id": "long",
"user.target.name": "keyword"
}
}
This file has been truncated, but you can view the full file.
{
"apm": {
"7.16.0": {
"app_metrics": {
"@timestamp": "date",
"agent.ephemeral_id": "keyword",
"agent.name": "keyword",
"agent.version": "keyword",
"client.domain": "keyword",
"client.geo.city_name": "keyword",
"client.geo.continent_name": "keyword",
"client.geo.country_iso_code": "keyword",
"client.geo.country_name": "keyword",
"client.geo.location": "geo_point",
"client.geo.region_iso_code": "keyword",
"client.geo.region_name": "keyword",
"client.ip": "ip",
"client.port": "long",
"cloud.account.id": "keyword",
"cloud.account.name": "keyword",
"cloud.availability_zone": "keyword",
"cloud.instance.id": "keyword",
"cloud.instance.name": "keyword",
"cloud.machine.type": "keyword",
"cloud.project.id": "keyword",
"cloud.project.name": "keyword",
"cloud.provider": "keyword",
"cloud.region": "keyword",
"cloud.service.name": "keyword",
"container.id": "keyword",
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},
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},
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}
},
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},
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"aws.cloudtrail.api_version": "keyword",
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"aws.cloudtrail.console_login.additional_eventdata.mobile_version": "boolean",
"aws.cloudtrail.error_code": "keyword",
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"aws.cloudtrail.flattened.service_event_details": "flattened",
"aws.cloudtrail.management_event": "keyword",
"aws.cloudtrail.read_only": "boolean",
"aws.cloudtrail.recipient_account_id": "keyword",
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"aws.cloudtrail.resources.account_id": "keyword",
"aws.cloudtrail.resources.arn": "keyword",
"aws.cloudtrail.resources.type": "keyword",
"aws.cloudtrail.response_elements": "keyword",
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"aws.cloudtrail.user_identity.access_key_id": "keyword",
"aws.cloudtrail.user_identity.arn": "keyword",
"aws.cloudtrail.user_identity.invoked_by": "keyword",
"aws.cloudtrail.user_identity.session_context.creation_date": "date",
"aws.cloudtrail.user_identity.session_context.mfa_authenticated": "keyword",
"aws.cloudtrail.user_identity.session_context.session_issuer.account_id": "keyword",
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},
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"aws.cloudtrail.console_login.additional_eventdata.login_to": "keyword",
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"aws.cloudtrail.error_code": "keyword",
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"aws.cloudtrail.flattened.response_elements": "flattened",
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"aws.cloudtrail.read_only": "boolean",
"aws.cloudtrail.recipient_account_id": "keyword",
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"event.provider": "keyword",
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"file.hash.sha1": "keyword",
"file.hash.sha256": "keyword",
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"file.path": "keyword",
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"source.geo.continent_name": "keyword",
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"source.geo.region_iso_code": "keyword",
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},
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},
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},
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"aws.dynamodb.metrics.ConsumedWriteCapacityUnits.sum": "long",
"aws.dynamodb.metrics.MaxProvisionedTableReadCapacityUtilization.max": "double",
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"aws.dynamodb.metrics.ProvisionedWriteCapacityUnits.avg": "double",
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"aws.dynamodb.metrics.ReplicationLatency.avg": "double",
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"aws.dynamodb.metrics.SuccessfulRequestLatency.avg": "double",
"aws.dynamodb.metrics.SuccessfulRequestLatency.max": "double",
"aws.dynamodb.metrics.SystemErrors.sum": "long",
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"aws.dynamodb.metrics.TransactionConflict.avg": "double",
"aws.dynamodb.metrics.TransactionConflict.sum": "long",
"aws.dynamodb.metrics.WriteThrottleEvents.sum": "long",
"aws.s3.bucket.name": "keyword",
"aws.tags.*": "object",
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},
"ebs": {
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"aws.dimensions.*": "object",
"aws.dimensions.VolumeId": "keyword",
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"aws.ebs.metrics.VolumeConsumedReadWriteOps.avg": "double",
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"aws.ebs.metrics.VolumeQueueLength.avg": "double",
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"aws.ebs.metrics.VolumeReadOps.avg": "double",
"aws.ebs.metrics.VolumeThroughputPercentage.avg": "double",
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"aws.ebs.metrics.VolumeWriteBytes.avg": "double",
"aws.ebs.metrics.VolumeWriteOps.avg": "double",
"aws.s3.bucket.name": "keyword",
"aws.tags.*": "object",
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},
"ec2_logs": {
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"message": "match_only_text",
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"tags": "keyword"
},
"ec2_metrics": {
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"aws.cloudwatch.namespace": "keyword",
"aws.dimensions.*": "object",
"aws.dimensions.AutoScalingGroupName": "keyword",
"aws.dimensions.ImageId": "keyword",
"aws.dimensions.InstanceId": "keyword",
"aws.dimensions.InstanceType": "keyword",
"aws.ec2.cpu.credit_balance": "long",
"aws.ec2.cpu.credit_usage": "long",
"aws.ec2.cpu.surplus_credit_balance": "long",
"aws.ec2.cpu.surplus_credits_charged": "long",
"aws.ec2.cpu.total.pct": "scaled_float",
"aws.ec2.diskio.read.bytes": "long",
"aws.ec2.diskio.read.bytes_per_sec": "long",
"aws.ec2.diskio.read.count": "long",
"aws.ec2.diskio.read.count_per_sec": "long",
"aws.ec2.diskio.write.bytes": "long",
"aws.ec2.diskio.write.bytes_per_sec": "long",
"aws.ec2.diskio.write.count": "long",
"aws.ec2.diskio.write.count_per_sec": "long",
"aws.ec2.instance.core.count": "integer",
"aws.ec2.instance.image.id": "keyword",
"aws.ec2.instance.monitoring.state": "keyword",
"aws
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