日志分析自动化部署
1、filebeat收集nginx日志
log_format chinabmformat '$scheme $host $http_x_real_ip $http_ali_cdn_real_ip [$time_local] $request $status $body_bytes_sent $http_referer "$http_user_agent" $remote_addr $upstream_response_time';
2、filebeat配置
filebeat.inputs:
- type: log
enabled: true
paths:
- /var/log/nginx/access.log
fields:
log_topics: nginx_access-log
logtype: nginx_access
output.kafka:
enabled: true
hosts: ["elk-1-89:9092"]
topic: '%{[fields][log_topics]}'
2、kafka配置
listeners=PLAINTEXT://:9092
3、logstash配置
input{
kafka{
bootstrap_servers => ["192.168.1.89:9092"]
client_id => "accesslog"
group_id => "accesslog"
auto_offset_reset => "latest"
consumer_threads => 5
decorate_events => true
topics => ["accesslog"]
type => "accesslog"
}
}
input{
kafka{
bootstrap_servers => ["192.168.1.89:9092"]
client_id => "yzy"
group_id => "yzy"
auto_offset_reset => "latest"
consumer_threads => 5
decorate_events => true
topics => ["yzy"]
type => "yzy"
}
}
filter {
if ([message]== "")
{
drop {}
}
if ([type] == "mysqlslowlogs") {
json {
source => "message"
}
grok {
match => [ "message", "^#\s+User@Host:\s+%{USER:user}\[[^\]]+\]\s+@\s+(?:(?<clienthost>\S*) )?\[(?:%{IP:clientip})?\]\s+Id:\s+%{NUMBER:id}\n# Query_time: %{NUMBER:query_time}\s+Lock_time: %{NUMBER:lock_time}\s+Rows_sent: %{NUMBER:rows_sent}\s+Rows_examined: %{NUMBER:rows_examined}\nuse\s(?<dbname>\w+);\nSET\s+timestamp=%{NUMBER:timestamp_mysql};\n(?<query>[\s\S]*)" ]
match => [ "message", "^#\s+User@Host:\s+%{USER:user}\[[^\]]+\]\s+@\s+(?:(?<clienthost>\S*) )?\[(?:%{IP:clientip})?\]\s+Id:\s+%{NUMBER:id}\n# Query_time: %{NUMBER:query_time}\s+Lock_time: %{NUMBER:lock_time}\s+Rows_sent: %{NUMBER:rows_sent}\s+Rows_examined: %{NUMBER:rows_examined}\nSET\s+timestamp=%{NUMBER:timestamp_mysql};\n(?<query>[\s\S]*)" ]
match => [ "message", "^#\s+User@Host:\s+%{USER:user}\[[^\]]+\]\s+@\s+(?:(?<clienthost>\S*) )?\[(?:%{IP:clientip})?\]\n# Query_time: %{NUMBER:query_time}\s+Lock_time: %{NUMBER:lock_time}\s+Rows_sent: %{NUMBER:rows_sent}\s+Rows_examined: %{NUMBER:rows_examined}\nuse\s(?<dbname>\w+);\nSET\s+timestamp=%{NUMBER:timestamp_mysql};\n(?<query>[\s\S]*)" ]
match => [ "message", "^#\s+User@Host:\s+%{USER:user}\[[^\]]+\]\s+@\s+(?:(?<clienthost>\S*) )?\[(?:%{IP:clientip})?\]\n# Query_time: %{NUMBER:query_time}\s+Lock_time: %{NUMBER:lock_time}\s+Rows_sent: %{NUMBER:rows_sent}\s+Rows_examined: %{NUMBER:rows_examined}\nSET\s+timestamp=%{NUMBER:timestamp_mysql};\n(?<query>[\s\S]*)" ]
}
date {
match => ["timestamp_mysql","UNIX"]
target => "@timestamp"
}
mutate {
add_tag => ["mysqlslowlogs"]
remove_field => [ "agent","log","@version","ecs","host" ]
remove_field => "@version"
remove_field => "message"
}
}
if ([type] == "accesslog") {
json {
source => "message"
}
grok {
match => [ "message", '%{WORD:xforwardedproto} (?<site>([\S+]*)) (?:(%{IPORHOST:http_baidu_cdn_real_ip}|%{DATA:http_baidu_cdn_real_ip})) (?:(%{IPORHOST:http_ali_cdn_real_ip}|%{DATA:http_ali_cdn_real_ip})) \[%{HTTPDATE:timestamp}\] %{WORD:method} (?<urlpath>([\S+]*)) HTTP/%{NUMBER:httpversion} %{NUMBER:status} %{NUMBER:bytes} (?:(%{DATA:referer}|-)) "%{DATA:useragent}" %{IPV4:clientip} (?:(%{NUMBER:duration}|%{DATA:duration}))' ]
match => [ "message", '%{WORD:xforwardedproto} (?<site>([\S+]*)) (?:(%{IPORHOST:http_baidu_cdn_real_ip}|%{DATA:http_baidu_cdn_real_ip})) (?:(%{IPORHOST:http_ali_cdn_real_ip}|%{DATA:http_ali_cdn_real_ip})) \[%{HTTPDATE:timestamp}\] (?<urlpath>([\S+]*)) %{NUMBER:status} %{NUMBER:bytes} (?:(%{DATA:referer}|-)) "%{DATA:useragent}" %{IPV4:clientip} (?:(%{NUMBER:duration}|-))' ]
match => [ "message", '%{WORD:xforwardedproto} (?<site>([\S+]*)) (?:(%{IPORHOST:http_baidu_cdn_real_ip}|%{DATA:http_baidu_cdn_real_ip})) (?:(%{IPORHOST:http_ali_cdn_real_ip}|%{DATA:http_ali_cdn_real_ip})) (?:(%{DATA:clientip}|%{IPORHOST:clientip})) \[%{HTTPDATE:timestamp}\] %{WORD:method} (?<urlpath>([\S+]*)) HTTP/%{NUMBER:httpversion} %{NUMBER:status} %{NUMBER:bytes} (?:(%{DATA:referer}|-)) "%{DATA:useragent}" (?<http_x_forwarded_for>([\d.,]*)) (?:(%{NUMBER:duration}|%{DATA:duration}))' ]
}
date {
match => [ "timestamp" , "dd/MMM/YYYY:HH:mm:ss Z" ]
target => "@timestamp"
}
mutate {
add_tag => ["accesslog"]
remove_field => [ "agent","log","@version","ecs","host","timestamp" ]
remove_field => "message"
}
}
if ([type] == "yzy") {
json {
source => "message"
}
grok {
match => [ "message", '%{WORD:xforwardedproto} (?<site>([\S+]*)) (?:(%{IPORHOST:http_baidu_cdn_real_ip}|%{DATA:http_baidu_cdn_real_ip})) (?:(%{IPORHOST:http_ali_cdn_real_ip}|%{DATA:http_ali_cdn_real_ip})) \[%{HTTPDATE:timestamp}\] %{WORD:method} (?<urlpath>([\S+]*))(\?(?<urlparam>([\S+]*))) HTTP/%{NUMBER:httpversion} %{NUMBER:status} %{NUMBER:bytes} (?:(%{DATA:referer}|-)) "%{DATA:useragent}" %{IPV4:clientip} (?:(%{NUMBER:duration}|%{DATA:duration}))' ]
match => [ "message", '%{WORD:xforwardedproto} (?<site>([\S+]*)) (?:(%{IPORHOST:http_baidu_cdn_real_ip}|%{DATA:http_baidu_cdn_real_ip})) (?:(%{IPORHOST:http_ali_cdn_real_ip}|%{DATA:http_ali_cdn_real_ip})) \[%{HTTPDATE:timestamp}\] %{WORD:method} (?<urlpath>([\S+]*)) HTTP/%{NUMBER:httpversion} %{NUMBER:status} %{NUMBER:bytes} (?:(%{DATA:referer}|-)) "%{DATA:useragent}" %{IPV4:clientip} (?:(%{NUMBER:duration}|%{DATA:duration}))' ]
match => [ "message", '%{WORD:xforwardedproto} (?<site>([\S+]*)) (?:(%{IPORHOST:http_baidu_cdn_real_ip}|%{DATA:http_baidu_cdn_real_ip})) (?:(%{IPORHOST:http_ali_cdn_real_ip}|%{DATA:http_ali_cdn_real_ip})) \[%{HTTPDATE:timestamp}\] (?<urlpath>([\S+]*))(?:(\?(?<urlparam>([\S+]*))|)) %{NUMBER:status} %{NUMBER:bytes} (?:(%{DATA:referer}|-)) "%{DATA:useragent}" %{IPV4:clientip} (?:(%{NUMBER:duration}|-))' ]
match => [ "message", '%{WORD:xforwardedproto} (?<site>([\S+]*)) (?:(%{IPORHOST:http_baidu_cdn_real_ip}|%{DATA:http_baidu_cdn_real_ip})) (?:(%{IPORHOST:http_ali_cdn_real_ip}|%{DATA:http_ali_cdn_real_ip})) (?:(%{DATA:clientip}|%{IPORHOST:clientip})) \[%{HTTPDATE:timestamp}\] %{WORD:method} (?<urlpath>([\S+]*))(?:(\?(?<urlparam>([\S+]*))|)) HTTP/%{NUMBER:httpversion} %{NUMBER:status} %{NUMBER:bytes} (?:(%{DATA:referer}|-)) "%{DATA:useragent}" (?<http_x_forwarded_for>([\d.,]*)) (?:(%{NUMBER:duration}|%{DATA:duration}))' ]
}
date {
match => [ "timestamp" , "dd/MMM/YYYY:HH:mm:ss Z" ]
target => "@timestamp"
}
mutate {
add_tag => ["yzy"]
remove_field => [ "agent","log","@version","ecs","host","timestamp" ]
remove_field => "message"
}
}
}
output {
if "_grokparsefailure" in [tags] {
file { "path" => "E:/lyf/tmp/grok_failures.txt" }
} else {
if "mysqlslowlogs" in [tags] {
elasticsearch {
hosts => ["192.168.1.89:9800"] # ElasticSearch的地址加端口
index => "mysqlslowlogs" # ElasticSearch的保存文档的index名称，
}
}
if "accesslog" in [tags] {
elasticsearch {
hosts => ["192.168.1.89:9800"] # ElasticSearch的地址加端口
index => "accesslog" # ElasticSearch的保存文档的index名称，
}
}
if "yzy" in [tags] {
elasticsearch {
hosts => ["192.168.1.89:9800"] # ElasticSearch的地址加端口
index => "yzy" # ElasticSearch的保存文档的index名称，
}
}
}
}
4、kibanna脚本字段
真实ip：
if( doc['http_baidu_cdn_real_ip.keyword'].value.indexOf('.') > 0 ){
return doc['http_baidu_cdn_real_ip.keyword'].value;
}else if(doc['http_ali_cdn_real_ip.keyword'].value.indexOf('.') > 0){
return doc['http_ali_cdn_real_ip.keyword'].value;
}else{
return doc['clientip.keyword'].value;
}
ip段：
def val='';
if( doc['http_baidu_cdn_real_ip.keyword'].value.indexOf('.') > 0 ){
val = doc['http_baidu_cdn_real_ip.keyword'].value;
}else if(doc['http_ali_cdn_real_ip.keyword'].value.indexOf('.') > 0){
val = doc['http_ali_cdn_real_ip.keyword'].value;
}else{
val = doc['clientip.keyword'].value;
}
return val.substring(0,val.lastIndexOf('.'));
ip大段：
def val='';
if( doc['http_baidu_cdn_real_ip.keyword'].value.indexOf('.') > 0 ){
val = doc['http_baidu_cdn_real_ip.keyword'].value;
}else if(doc['http_ali_cdn_real_ip.keyword'].value.indexOf('.') > 0){
val = doc['http_ali_cdn_real_ip.keyword'].value;
}else{
val = doc['clientip.keyword'].value;
}
val = val.substring(0,val.lastIndexOf('.'));
return val.substring(0,val.lastIndexOf('.'));
看板建材网.ndjson
{"attributes":{"fieldAttrs":"{}","fieldFormatMap":"{\"真实ip\":{\"id\":\"string\",\"params\":{\"parsedUrl\":{\"origin\":\"http://10.168.6.89:5858\",\"pathname\":\"/app/management/kibana/indexPatterns\",\"basePath\":\"\"},\"pattern\":\"0,0.[000]\"}},\"ip段\":{\"id\":\"string\",\"params\":{\"parsedUrl\":{\"origin\":\"http://10.168.6.89:5858\",\"pathname\":\"/app/management/kibana/indexPatterns\",\"basePath\":\"\"},\"pattern\":\"0,0.[000]\"}},\"ip大段\":{\"id\":\"string\",\"params\":{\"parsedUrl\":{\"origin\":\"http://10.168.6.89:5858\",\"pathname\":\"/app/discover\",\"basePath\":\"\"},\"pattern\":\"0,0.[000]\"}}}","fields":"[{\"count\":0,\"script\":\"if( doc['http_baidu_cdn_real_ip.keyword'].value.indexOf('.') > 0 ){\\r\\n return doc['http_baidu_cdn_real_ip.keyword'].value; \\r\\n}else if(doc['http_ali_cdn_real_ip.keyword'].value.indexOf('.') > 0){\\r\\n return doc['http_ali_cdn_real_ip.keyword'].value; \\r\\n}else{\\r\\n return doc['clientip.keyword'].value;\\r\\n}\",\"lang\":\"painless\",\"name\":\"真实ip\",\"type\":\"string\",\"scripted\":true,\"searchable\":true,\"aggregatable\":true,\"readFromDocValues\":false},{\"count\":0,\"script\":\"def val='';\\r\\nif( doc['http_baidu_cdn_real_ip.keyword'].value.indexOf('.') > 0 ){\\r\\n val = doc['http_baidu_cdn_real_ip.keyword'].value; \\r\\n}else if(doc['http_ali_cdn_real_ip.keyword'].value.indexOf('.') > 0){\\r\\n val = doc['http_ali_cdn_real_ip.keyword'].value; \\r\\n}else{\\r\\n val = doc['clientip.keyword'].value;\\r\\n}\\r\\nreturn val.substring(0,val.lastIndexOf('.'));\",\"lang\":\"painless\",\"name\":\"ip段\",\"type\":\"string\",\"scripted\":true,\"searchable\":true,\"aggregatable\":true,\"readFromDocValues\":false},{\"count\":0,\"script\":\"def val='';\\r\\nif( doc['http_baidu_cdn_real_ip.keyword'].value.indexOf('.') > 0 ){\\r\\n val = doc['http_baidu_cdn_real_ip.keyword'].value; \\r\\n}else if(doc['http_ali_cdn_real_ip.keyword'].value.indexOf('.') > 0){\\r\\n val = doc['http_ali_cdn_real_ip.keyword'].value; \\r\\n}else{\\r\\n val = doc['clientip.keyword'].value;\\r\\n}\\r\\nval = val.substring(0,val.lastIndexOf('.'));\\r\\nreturn val.substring(0,val.lastIndexOf('.'));\",\"lang\":\"painless\",\"name\":\"ip大段\",\"type\":\"string\",\"scripted\":true,\"searchable\":true,\"aggregatable\":true,\"readFromDocValues\":false,\"customLabel\":\"\"}]","runtimeFieldMap":"{}","timeFieldName":"@timestamp","title":"accesslog","typeMeta":"{}"},"coreMigrationVersion":"7.15.2","id":"飞哥建材网索引","migrationVersion":{"index-pattern":"7.11.0"},"references":[],"type":"index-pattern","updated_at":"2022-08-12T03:54:37.097Z","version":"WzI3MjcyMSw1Nl0="}
{"attributes":{"description":"","state":{"datasourceStates":{"indexpattern":{"layers":{"e38d20da-9979-4edc-9d66-e57b951361ac":{"columnOrder":["72b83bef-78bd-462f-9d7a-8b4e45060aee"],"columns":{"72b83bef-78bd-462f-9d7a-8b4e45060aee":{"customLabel":true,"dataType":"number","isBucketed":false,"label":"真实ip","operationType":"unique_count","scale":"ratio","sourceField":"真实ip"}},"incompleteColumns":{}}}}},"filters":[],"query":{"language":"kuery","query":""},"visualization":{"accessor":"72b83bef-78bd-462f-9d7a-8b4e45060aee","layerId":"e38d20da-9979-4edc-9d66-e57b951361ac","layerType":"data"}},"title":"飞哥建材网-ip总数","visualizationType":"lnsMetric"},"coreMigrationVersion":"7.15.2","id":"90653950-8b20-11ec-b67f-afe315b06075","migrationVersion":{"lens":"7.15.0"},"references":[{"id":"飞哥建材网索引","name":"indexpattern-datasource-current-indexpattern","type":"index-pattern"},{"id":"飞哥建材网索引","name":"indexpattern-datasource-layer-e38d20da-9979-4edc-9d66-e57b951361ac","type":"index-pattern"}],"type":"lens","updated_at":"2022-09-13T09:45:29.506Z","version":"WzI3MjgxOSw1Nl0="}
{"attributes":{"description":"","state":{"datasourceStates":{"indexpattern":{"layers":{"27fb9225-f934-4801-882e-77b0db51d4bc":{"columnOrder":["7c576c02-dd2b-4081-aeb2-6440b52305e1"],"columns":{"7c576c02-dd2b-4081-aeb2-6440b52305e1":{"dataType":"number","isBucketed":false,"label":"记录计数","operationType":"count","scale":"ratio","sourceField":"记录"}},"incompleteColumns":{}}}}},"filters":[],"query":{"language":"kuery","query":""},"visualization":{"accessor":"7c576c02-dd2b-4081-aeb2-6440b52305e1","layerId":"27fb9225-f934-4801-882e-77b0db51d4bc","layerType":"data"}},"title":"飞哥建材网-pv总数","visualizationType":"lnsMetric"},"coreMigrationVersion":"7.15.2","id":"e9815520-c4fd-11ec-bebd-915393be125c","migrationVersion":{"lens":"7.15.0"},"references":[{"id":"飞哥建材网索引","name":"indexpattern-datasource-current-indexpattern","type":"index-pattern"},{"id":"飞哥建材网索引","name":"indexpattern-datasource-layer-27fb9225-f934-4801-882e-77b0db51d4bc","type":"index-pattern"}],"type":"lens","updated_at":"2022-08-12T03:51:29.624Z","version":"WzI3MjcxNyw1Nl0="}
{"attributes":{"description":"","state":{"datasourceStates":{"indexpattern":{"layers":{"1b473557-b53e-436f-b599-3ca783ffa488":{"columnOrder":["b4a9f913-7b77-46ce-95e0-fbc3782f22c2","991e7d66-d70b-43dc-9117-79e0d6bafc2a","a21228ff-f310-480f-aa89-a252240f219d","6817979e-8ff9-4942-a76c-df53bd7a572f"],"columns":{"6817979e-8ff9-4942-a76c-df53bd7a572f":{"dataType":"number","isBucketed":false,"label":"记录计数","operationType":"count","scale":"ratio","sourceField":"记录"},"991e7d66-d70b-43dc-9117-79e0d6bafc2a":{"customLabel":true,"dataType":"string","isBucketed":true,"label":"url","operationType":"terms","params":{"missingBucket":false,"orderBy":{"columnId":"6817979e-8ff9-4942-a76c-df53bd7a572f","type":"column"},"orderDirection":"desc","otherBucket":true,"size":100},"scale":"ordinal","sourceField":"urlpath.keyword"},"a21228ff-f310-480f-aa89-a252240f219d":{"customLabel":true,"dataType":"string","isBucketed":true,"label":"status","operationType":"terms","params":{"missingBucket":false,"orderBy":{"columnId":"6817979e-8ff9-4942-a76c-df53bd7a572f","type":"column"},"orderDirection":"desc","otherBucket":false,"size":3},"scale":"ordinal","sourceField":"status.keyword"},"b4a9f913-7b77-46ce-95e0-fbc3782f22c2":{"customLabel":true,"dataType":"string","isBucketed":true,"label":"域名","operationType":"terms","params":{"missingBucket":false,"orderBy":{"columnId":"6817979e-8ff9-4942-a76c-df53bd7a572f","type":"column"},"orderDirection":"desc","otherBucket":true,"size":10},"scale":"ordinal","sourceField":"site.keyword"}},"incompleteColumns":{}}}}},"filters":[{"$state":{"store":"appState"},"meta":{"alias":null,"disabled":false,"indexRefName":"filter-index-pattern-0","key":"status.keyword","negate":true,"params":["200","301","403","304"],"type":"phrases"},"query":{"bool":{"minimum_should_match":1,"should":[{"match_phrase":{"status.keyword":"200"}},{"match_phrase":{"status.keyword":"301"}},{"match_phrase":{"status.keyword":"403"}},{"match_phrase":{"status.keyword":"304"}}]}}}],"query":{"language":"kuery","query":""},"visualization":{"columns":[{"columnId":"b4a9f913-7b77-46ce-95e0-fbc3782f22c2","isTransposed":false},{"columnId":"991e7d66-d70b-43dc-9117-79e0d6bafc2a","isTransposed":false},{"columnId":"6817979e-8ff9-4942-a76c-df53bd7a572f","isTransposed":false},{"columnId":"a21228ff-f310-480f-aa89-a252240f219d","isTransposed":false}],"layerId":"1b473557-b53e-436f-b599-3ca783ffa488","layerType":"data"}},"title":"238-apache-飞哥建材网-错误记录","visualizationType":"lnsDatatable"},"coreMigrationVersion":"7.15.2","id":"ad560480-8b21-11ec-b67f-afe315b06075","migrationVersion":{"lens":"7.15.0"},"references":[{"id":"飞哥建材网索引","name":"indexpattern-datasource-current-indexpattern","type":"index-pattern"},{"id":"飞哥建材网索引","name":"indexpattern-datasource-layer-1b473557-b53e-436f-b599-3ca783ffa488","type":"index-pattern"},{"id":"飞哥建材网索引","name":"filter-index-pattern-0","type":"index-pattern"}],"type":"lens","updated_at":"2022-08-12T03:51:29.624Z","version":"WzI3MjcxOCw1Nl0="}
{"attributes":{"description":"","hits":0,"kibanaSavedObjectMeta":{"searchSourceJSON":"{\"query\":{\"query\":\"\",\"language\":\"kuery\"},\"filter\":[{\"meta\":{\"type\":\"phrases\",\"key\":\"site.keyword\",\"params\":[\"api2.chinabm.cn\",\"cs-jm.chinabm.cn\",\"jm-shared.chinabm.cn\"],\"alias\":null,\"negate\":true,\"disabled\":false,\"indexRefName\":\"kibanaSavedObjectMeta.searchSourceJSON.filter[0].meta.index\"},\"query\":{\"bool\":{\"should\":[{\"match_phrase\":{\"site.keyword\":\"api2.chinabm.cn\"}},{\"match_phrase\":{\"site.keyword\":\"cs-jm.chinabm.cn\"}},{\"match_phrase\":{\"site.keyword\":\"jm-shared.chinabm.cn\"}}],\"minimum_should_match\":1}},\"$state\":{\"store\":\"appState\"}},{\"meta\":{\"type\":\"phrases\",\"key\":\"ip大段\",\"params\":[\"220.181\",\"116.179\",\" 106.11\"],\"alias\":null,\"negate\":true,\"disabled\":false,\"indexRefName\":\"kibanaSavedObjectMeta.searchSourceJSON.filter[1].meta.index\"},\"query\":{\"bool\":{\"should\":[{\"script\":{\"script\":{\"source\":\"boolean compare(Supplier s, def v) {return s.get() == v;}compare(() -> { def val='';\\r\\nif( doc['http_baidu_cdn_real_ip.keyword'].value.indexOf('.') > 0 ){\\r\\n val = doc['http_baidu_cdn_real_ip.keyword'].value; \\r\\n}else if(doc['http_ali_cdn_real_ip.keyword'].value.indexOf('.') > 0){\\r\\n val = doc['http_ali_cdn_real_ip.keyword'].value; \\r\\n}else{\\r\\n val = doc['clientip.keyword'].value;\\r\\n}\\r\\nval = val.substring(0,val.lastIndexOf('.'));\\r\\nreturn val.substring(0,val.lastIndexOf('.')); }, params.value);\",\"lang\":\"painless\",\"params\":{\"value\":\"220.181\"}}}},{\"script\":{\"script\":{\"source\":\"boolean compare(Supplier s, def v) {return s.get() == v;}compare(() -> { def val='';\\r\\nif( doc['http_baidu_cdn_real_ip.keyword'].value.indexOf('.') > 0 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