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transformData.ts
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281 lines (248 loc) · 8.67 KB
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import { CloudWatchLogTypes, EnvVars, S3LogRecord, SplunkFields, TransformationResult } from './types'
import { extractAlbLogLineTime, extractS3AccessLogLineTime, parseTimeFromLog } from './extractTime'
import { CloudWatchLogsDecodedData } from 'aws-lambda'
import { SQUID_ACCESS_LOG_FORMAT_REGEX } from './index'
const LOG_GROUP_REGEX = /[-a-zA-Z0-9]+_[-a-zA-Z0-9]+_?[-a-zA-Z0-9]?/
function transformALBLog(data: S3LogRecord, envVars: EnvVars, approximateArrivalTimestamp: number): TransformationResult {
let previousTime: number | undefined = undefined
const splunkRecords = data.Logs.map((log) => {
let time: number | undefined
time = extractAlbLogLineTime(log)
if (time !== undefined) {
previousTime = time
} else if (previousTime !== undefined) {
console.log('Using previous log line time')
time = previousTime
} else {
console.log('Using approximateArrivalTimestamp of event')
time = approximateArrivalTimestamp
}
if (envVars.environment === undefined) {
throw new Error(`"ENVIRONMENT" env var is not set`)
}
return {
host: data.ALB as string,
source: 'ALB',
sourcetype: 'aws:elb:accesslogs',
index: 'pay_ingress',
event: log,
fields: {
account: envVars.aws_account_name,
environment: envVars.environment,
service: getAlbService(data.ALB as string, envVars.environment)
},
time
}
})
return {
result: 'Ok',
splunkRecords
}
}
function transformS3AccessLog(data: S3LogRecord, envVars: EnvVars, approximateArrivalTimestamp: number): TransformationResult {
let previousTime: number | undefined = undefined
const splunkRecords = data.Logs.map((log) => {
let time: number | undefined
time = extractS3AccessLogLineTime(log)
if (time !== undefined) {
previousTime = time
} else if (previousTime !== undefined) {
console.log('Using previous log line time')
time = previousTime
} else {
console.log('Using approximateArrivalTimestamp of event')
time = approximateArrivalTimestamp
}
return {
host: data.S3Bucket as string,
source: 'S3',
sourcetype: 'aws:s3:accesslogs',
index: 'pay_storage',
event: log,
fields: {
account: envVars.aws_account_name,
environment: envVars.environment
},
time
}
})
return {
result: 'Ok',
splunkRecords
}
}
function transformCloudWatchData(data: CloudWatchLogsDecodedData, envVars: EnvVars): TransformationResult {
if (data.messageType !== 'DATA_MESSAGE') {
return {
result: 'Dropped',
splunkRecords: []
}
}
validateLogGroup(data.logGroup)
const logType: CloudWatchLogTypes = getLogTypeFromLogGroup(data.logGroup)
const host = logType === CloudWatchLogTypes['cloudtrail'] ? envVars.aws_account_id : data.logStream
const source = CloudWatchLogTypes[logType]
const index = indexFromLogType(logType)
const account = envVars.aws_account_name
const fields: SplunkFields = {
account
}
if (logType !== CloudWatchLogTypes['cloudtrail']) {
if (envVars.environment === undefined || envVars.environment === '') {
throw new Error(`"ENVIRONMENT" env var is not set`)
}
fields.environment = envVars.environment
}
const service = getServiceFromLogGroup(data.logGroup)
if (service !== undefined) {
fields.service = service
}
let previousLogLineTime: number | undefined = undefined
const splunkRecords = data.logEvents.filter((event) => {
return logType !== CloudWatchLogTypes['vpc-flow-logs'] || shouldSendFlowLogToSplunk(event.message)
}).map((event) => {
let time = parseTimeFromLog(event.message, logType)
if (time !== undefined) {
previousLogLineTime = time
} else {
if (previousLogLineTime !== undefined) {
console.log('Using previous log line time')
time = previousLogLineTime
} else {
console.log('Using cloudwatch event time')
time = event.timestamp
}
}
return {
host,
source,
sourcetype: sourceTypeFromLogGroup(logType, event.message),
index,
event: event.message,
fields,
time
}
})
return {
result: splunkRecords.length > 0 ? 'Ok' : 'Dropped',
splunkRecords
}
}
function sourceTypeFromLogGroup(logType: CloudWatchLogTypes, msg: string): string {
switch (logType) {
case CloudWatchLogTypes.app:
return 'ST004:application_json'
case CloudWatchLogTypes.adot:
// ADOT has logs in many formats, so better to just set a geenric source type
return 'generic_single_line'
case CloudWatchLogTypes.bastion:
return 'linux_bastion'
case CloudWatchLogTypes['nginx-forward-proxy']:
case CloudWatchLogTypes['nginx-reverse-proxy']:
return 'nginx:plus:kv'
case CloudWatchLogTypes['syslog']:
case CloudWatchLogTypes['kern']:
return 'linux_messages_syslog'
case CloudWatchLogTypes['audit']:
return 'linux_audit'
case CloudWatchLogTypes['auth']:
return 'linux_secure'
case CloudWatchLogTypes['dmesg']:
return 'dmesg'
case CloudWatchLogTypes['apt']:
case CloudWatchLogTypes['grafana']:
return 'generic_single_line'
case CloudWatchLogTypes['concourse']:
return 'ST004:concourse'
case CloudWatchLogTypes['squid']:
return squidSourceType(msg)
case CloudWatchLogTypes['cloudtrail']:
return 'aws:cloudtrail'
case CloudWatchLogTypes['vpc-flow-logs']:
return 'aws:cloudwatchlogs:vpcflow'
case CloudWatchLogTypes['waf']:
return 'generic_single_line'
}
}
function indexFromLogType(logType: CloudWatchLogTypes): string {
switch (logType) {
case CloudWatchLogTypes.app:
return 'pay_application'
case CloudWatchLogTypes.adot:
return 'pay_devops'
case CloudWatchLogTypes.bastion:
return 'pay_host'
case CloudWatchLogTypes['nginx-forward-proxy']:
case CloudWatchLogTypes['nginx-reverse-proxy']:
case CloudWatchLogTypes['waf']:
return 'pay_ingress'
case CloudWatchLogTypes['apt']:
case CloudWatchLogTypes['audit']:
case CloudWatchLogTypes['auth']:
case CloudWatchLogTypes['concourse']:
case CloudWatchLogTypes['dmesg']:
case CloudWatchLogTypes['grafana']:
case CloudWatchLogTypes['kern']:
case CloudWatchLogTypes['syslog']:
return 'pay_devops'
case CloudWatchLogTypes['squid']:
return 'pay_egress'
case CloudWatchLogTypes['cloudtrail']:
case CloudWatchLogTypes['vpc-flow-logs']:
return 'pay_platform'
}
}
function validateLogGroup(logGroup: string): void {
if (logGroup.startsWith('aws-waf-logs-') || logGroup.match(LOG_GROUP_REGEX) !== null) {
return
}
throw new Error(`Log group "${logGroup}" must be of format <env>_<type>_<optional subtype> matching ${LOG_GROUP_REGEX.toString()}`)
}
function squidSourceType(msg: string): string {
if (msg.match(SQUID_ACCESS_LOG_FORMAT_REGEX)) {
return 'squid:access'
}
return 'ST004:squid:cache'
}
function getLogTypeFromLogGroup(logGroup: string): CloudWatchLogTypes {
if (logGroup.startsWith('aws-waf-logs')) {
return CloudWatchLogTypes.waf
}
const logType: string = logGroup.split('_')[1]
if (Object.values(CloudWatchLogTypes).includes(logType)) {
return CloudWatchLogTypes[logType as keyof typeof CloudWatchLogTypes] as CloudWatchLogTypes
}
throw new Error(`Unknown log type of "${logType}" taken from log group "${logGroup}"`)
}
function getServiceFromLogGroup(logGroup: string): string | undefined {
if (logGroup.split('_').length === 3) {
return logGroup.split('_')[2]
}
}
function shouldSendFlowLogToSplunk(msg: string): boolean {
// Only send accepted connections that were NOT tcp, udp or icmp.
const ICMP_VALUE = '1'
const TCP_VALUE = '6'
const UDP_VALUE = '17'
const rejectedProtocols = [ICMP_VALUE, TCP_VALUE, UDP_VALUE]
const fields = msg.split(' ')
const protocol = fields[7]
const action = fields[12]
return action === 'ACCEPT' && !rejectedProtocols.includes(protocol)
}
function getAlbService(albName: string, environment: string): string {
return albName
.replace(`${environment}-`, '')
.replace('tooling-', '')
.replace('-alb', '')
}
export function transformData(data: object, envVars: EnvVars, approximateArrivalTimestamp: number): TransformationResult {
if ('logGroup' in data) {
return transformCloudWatchData(data as CloudWatchLogsDecodedData, envVars)
} else if ('ALB' in data) {
return transformALBLog(data as S3LogRecord, envVars, approximateArrivalTimestamp)
} else if ('S3Bucket' in data) {
return transformS3AccessLog(data as S3LogRecord, envVars, approximateArrivalTimestamp)
}
throw new Error('Cannot parse information from record data because it is an unregonised structure.')
}