{"id":12544,"date":"2017-08-25T19:54:12","date_gmt":"2017-08-25T16:54:12","guid":{"rendered":"https:\/\/linuxthebest.net\/?p=12544"},"modified":"2020-08-25T21:18:58","modified_gmt":"2020-08-25T18:18:58","slug":"vizualizatsiya-atak-na-baze-elk-elasticsearch-kibana-logstash","status":"publish","type":"post","link":"https:\/\/linuxthebest.net\/uk\/vizualizatsiya-atak-na-baze-elk-elasticsearch-kibana-logstash\/","title":{"rendered":"\u0412\u0438\u0437\u0443\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u044f \u0430\u0442\u0430\u043a \u043d\u0430 \u0431\u0430\u0437\u0435 ELK (elasticsearch, kibana, logstash)"},"content":{"rendered":"<p><img data-recalc-dims=\"1\" decoding=\"async\" data-attachment-id=\"12547\" data-permalink=\"https:\/\/linuxthebest.net\/uk\/vizualizatsiya-atak-na-baze-elk-elasticsearch-kibana-logstash\/4f821d1f29d3242cea071f7faf0a61d4\/\" data-orig-file=\"https:\/\/i0.wp.com\/linuxthebest.net\/wp-content\/uploads\/2017\/08\/4f821d1f29d3242cea071f7faf0a61d4.png?fit=750%2C375&amp;ssl=1\" data-orig-size=\"750,375\" data-comments-opened=\"1\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}\" data-image-title=\"\" data-image-description=\"\" data-image-caption=\"\" data-medium-file=\"https:\/\/i0.wp.com\/linuxthebest.net\/wp-content\/uploads\/2017\/08\/4f821d1f29d3242cea071f7faf0a61d4.png?fit=300%2C150&amp;ssl=1\" data-large-file=\"https:\/\/i0.wp.com\/linuxthebest.net\/wp-content\/uploads\/2017\/08\/4f821d1f29d3242cea071f7faf0a61d4.png?fit=750%2C375&amp;ssl=1\" class=\"aligncenter wp-image-12547 lazyload\" data-src=\"https:\/\/i0.wp.com\/linuxthebest.net\/wp-content\/uploads\/2017\/08\/4f821d1f29d3242cea071f7faf0a61d4.png?resize=648%2C298&#038;ssl=1\" alt=\"\" width=\"648\" height=\"298\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 648px; --smush-placeholder-aspect-ratio: 648\/298;\" \/><\/p>\n<p style=\"text-align: justify\">\u0412 \u043f\u0440\u043e\u0446\u0435\u0441\u0441\u0435 \u043e\u0431\u0441\u043b\u0443\u0436\u0438\u0432\u0430\u043d\u0438\u044f \u0431\u043e\u043b\u044c\u0448\u043e\u0433\u043e \u043a\u043e\u043b\u0438\u0447\u0435\u0441\u0442\u0432\u0430 \u0441\u0435\u0440\u0432\u0435\u0440\u043e\u0432 \u0432\u043e\u0437\u043d\u0438\u043a\u0430\u0435\u0442 \u043d\u0435\u043e\u0431\u0445\u043e\u0434\u0438\u043c\u043e\u0441\u0442\u044c \u0446\u0435\u043d\u0442\u0440\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u0438 \u0443\u043f\u0440\u0430\u0432\u043b\u0435\u043d\u0438\u044f \u0432\u0441\u0435\u043c \u0437\u043e\u043e\u043f\u0430\u0440\u043a\u043e\u043c \u043c\u0430\u0448\u0438\u043d, \u0430 \u0442\u0430\u043a \u0436\u0435 \u0446\u0435\u043d\u0442\u0440\u0430\u043b\u0438\u0437\u043e\u0432\u0430\u043d\u043d\u044b\u0439 \u0441\u0431\u043e\u0440 \u043b\u043e\u0433\u043e\u0432 \u0438 \u0430\u043d\u0430\u043b\u0438\u0442\u0438\u043a\u0430 \u043b\u043e\u0433\u043e\u0432 \u043d\u0430 \u043f\u0440\u0435\u0434\u043c\u0435\u0442 \u0432\u044b\u044f\u0432\u043b\u0435\u043d\u0438\u044f \u0430\u043d\u043e\u043c\u0430\u043b\u0438\u0439, \u043e\u0448\u0438\u0431\u043e\u043a \u0438 \u043e\u0431\u0449\u0435\u0439 \u0441\u0442\u0430\u0442\u0438\u0441\u0442\u0438\u043a\u0438.<!--more--><\/p>\n<div class=\"post__body post__body_full\">\n<div class=\"post__text post__text-html js-mediator-article\">\n<p>\u0412 \u043a\u0430\u0447\u0435\u0441\u0442\u0432\u0435 \u0446\u0435\u043d\u0442\u0440\u0430\u043b\u0438\u0437\u043e\u0432\u0430\u043d\u043d\u043e\u0433\u043e \u0441\u0431\u043e\u0440\u0430 \u043b\u043e\u0433\u043e\u0432 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0435\u0442\u0441\u044f rsyslog, \u0430 \u0434\u043b\u044f \u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f \u0438 \u0432\u0438\u0437\u0443\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u0438 elasticsearch + kibana. \u0412\u0441\u0435 \u0431\u044b \u043d\u0438\u0447\u0435\u0433\u043e, \u043d\u043e \u043a\u043e\u0433\u0434\u0430 \u043a\u043e\u043b\u0438\u0447\u0435\u0441\u0442\u0432\u043e \u043f\u043e\u0434\u043a\u043b\u044e\u0447\u0435\u043d\u043d\u044b\u0445 \u043c\u0430\u0448\u0438\u043d \u0440\u0430\u0437\u0440\u0430\u0441\u0442\u0430\u0435\u0442\u0441\u044f, \u0442\u043e \u0434\u0430\u043d\u043d\u044b\u0445 \u043d\u0430\u0441\u0442\u043e\u043b\u044c\u043a\u043e \u043c\u043d\u043e\u0433\u043e, \u0447\u0442\u043e \u0443\u0445\u043e\u0434\u0438\u0442 (\u0443\u0445\u043e\u0434\u0438\u043b\u043e) \u0431\u043e\u043b\u044c\u0448\u043e\u0435 \u043a\u043e\u043b\u0438\u0447\u0435\u0441\u0442\u0432\u043e \u0432\u0440\u0435\u043c\u0435\u043d\u0438 \u043d\u0430 \u0438\u0445 \u043e\u0431\u0440\u0430\u0431\u043e\u0442\u043a\u0443 \u0438 \u0430\u043d\u0430\u043b\u0438\u0437. \u041d\u0430\u0440\u044f\u0434\u0443 \u0441 \u0434\u0440\u0443\u0433\u0438\u043c\u0438 \u0438\u043d\u0442\u0435\u0440\u0435\u0441\u043d\u044b\u043c\u0438 \u0448\u0442\u0443\u043a\u0430\u043c\u0438 \u0432\u0441\u0435\u0433\u0434\u0430 \u0445\u043e\u0442\u0435\u043b\u043e\u0441\u044c \u043e\u0440\u0433\u0430\u043d\u0438\u0437\u043e\u0432\u0430\u0442\u044c \u0441\u0432\u043e\u0439 \u0446\u0435\u043d\u0442\u0440 \u0431\u0435\u0437\u043e\u043f\u0430\u0441\u043d\u043e\u0441\u0442\u0438. \u042d\u0442\u0430\u043a\u0430\u044f \u043c\u0443\u043b\u044c\u0442\u0438\u043c\u043e\u043d\u0438\u0442\u043e\u0440\u043d\u0430\u044f \u0441\u0442\u0430\u0442\u0438\u0441\u0442\u0438\u043a\u0430 \u0441 \u043a\u0430\u0440\u0442\u0430\u043c\u0438, \u0433\u0440\u0430\u0444\u0438\u043a\u0430\u043c\u0438 \u0438 \u043f\u0440\u043e\u0447\u0438\u043c.<\/p>\n<p>\u0412 \u0434\u0430\u043d\u043d\u043e\u0439 \u0441\u0442\u0430\u0442\u044c\u0435 \u0445\u043e\u0447\u0443 \u043e\u043f\u0438\u0441\u0430\u0442\u044c \u0441\u0432\u043e\u0439 \u043e\u043f\u044b\u0442 \u0441\u043e\u0437\u0434\u0430\u043d\u0438\u044f \u043c\u043e\u043d\u0438\u0442\u043e\u0440\u0430 \u0441\u0442\u0430\u0442\u0438\u0441\u0442\u0438\u043a\u0438 \u043f\u043e \u0430\u0442\u0430\u043a\u0430\u043c \u043d\u0430 \u0441\u0441\u0448. \u041d\u0435 \u0431\u0443\u0434\u0435\u043c \u0440\u0430\u0441\u0441\u043c\u0430\u0442\u0440\u0438\u0432\u0430\u0442\u044c \u0432 \u044d\u0442\u043e\u043c \u043f\u043b\u0430\u043d\u0435 \u0437\u0430\u0449\u0438\u0442\u0443, \u043f\u043e\u0442\u043e\u043c\u0443 \u043a\u0430\u043a \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u0438\u0441\u0442\u044b \u0438 \u043f\u0440\u043e\u0447\u0438\u0435 \u043c\u043e\u0433\u0443\u0442 \u043d\u0435 \u0443\u043c\u0435\u0442\u044c \u043f\u043e\u0434\u043a\u043b\u044e\u0447\u0430\u0442\u044c\u0441\u044f \u043d\u0430 \u043d\u0435\u0441\u0442\u0430\u043d\u0434\u0430\u0440\u0442\u043d\u044b\u0435 \u043f\u043e\u0440\u0442\u044b \u0438\u043b\u0438 \u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c\u0441\u044f \u0441\u0435\u0440\u0442\u0438\u0444\u0438\u043a\u0430\u0442\u0430\u043c\u0438.<\/p>\n<p>\u0422\u0430\u043a \u043a\u0430\u043a \u0443 \u043d\u0430\u0441 \u0443\u0436\u0435 \u0435\u0441\u0442\u044c \u0440\u0430\u0437\u0432\u0435\u0440\u043d\u0443\u0442\u044b\u0439 elastic \u0441 kibana, \u0442\u043e \u0431\u0443\u0434\u0435\u043c \u043d\u0430 \u0435\u0433\u043e \u0431\u0430\u0437\u0435 \u0438 \u0433\u043e\u0440\u043e\u0434\u0438\u0442\u044c \u043d\u0430\u0448\u0443 \u0441\u0438\u0441\u0442\u0435\u043c\u0443.<\/p>\n<p>\u0418\u0442\u0430\u043a, \u0443 \u043d\u0430\u0441 \u0443\u0436\u0435 \u0435\u0441\u0442\u044c \u0443\u0441\u0442\u0430\u043d\u043e\u0432\u043b\u0435\u043d\u043d\u044b\u0439\u00a0<a href=\"https:\/\/docs.docker.com\/engine\/installation\/linux\/centos\/\">\u0434\u043e\u043a\u0435\u0440<\/a>\u00a0\u0438\u00a0<a href=\"https:\/\/docs.docker.com\/compose\/install\/\">docker-compose<\/a>, \u0437\u043d\u0430\u0447\u0438\u0442 \u0431\u0443\u0434\u0435\u043c \u043f\u043e\u0434\u043d\u0438\u043c\u0430\u0442\u044c \u0441\u0435\u0440\u0432\u0438\u0441\u044b \u043d\u0430 \u043d\u0435\u043c.<\/p>\n<p>elastic:<\/p>\n<pre><code class=\"\" data-line=\"\">elasticsearch:\n  build: elasticsearch:2.3.4\n  container_name: elastic\n  &lt;span class=&quot;hljs-built_in&quot;&gt;command&lt;\/span&gt;: elasticsearch -Des.network.host=0.0.0.0\n  net: host\n  ports:\n    - &lt;span class=&quot;hljs-string&quot;&gt;&quot;9200:9200&quot;&lt;\/span&gt;\n    - &lt;span class=&quot;hljs-string&quot;&gt;&quot;9300:9300&quot;&lt;\/span&gt;\n  volumes:\n    - &lt;span class=&quot;hljs-string&quot;&gt;&quot;\/srv\/docker\/elastic\/etc:\/usr\/share\/elasticsearch\/config&quot;&lt;\/span&gt;\n    - &lt;span class=&quot;hljs-string&quot;&gt;&quot;\/srv\/docker\/elastic\/db:\/usr\/share\/elasticsearch\/data&quot;&lt;\/span&gt;\n    - &lt;span class=&quot;hljs-string&quot;&gt;&quot;\/etc\/localtime:\/etc\/localtime:ro&quot;&lt;\/span&gt;\n  restart: always\n  environment:\n    - ES_HEAP_SIZE=2g\n<\/code><\/pre>\n<p>\/srv\/docker\/elastic\/elasticsearch.yml:<\/p>\n<pre><code class=\"\" data-line=\"\">cluster.name: Prod\nnode.name: &lt;span class=&quot;hljs-string&quot;&gt;&quot;central-syslog&quot;&lt;\/span&gt;\nhttp.port: 9200\nnetwork.host: _non_loopback_\ndiscovery.zen.ping.multicast.enabled: &lt;span class=&quot;hljs-literal&quot;&gt;false&lt;\/span&gt;\ndiscovery.zen.ping.unicast.hosts: [\n ]\ntransport.publish_host: 0.0.0.0\n&lt;span class=&quot;hljs-comment&quot;&gt;#transport.publish_port: 9300&lt;\/span&gt;\nhttp.cors.enabled : &lt;span class=&quot;hljs-literal&quot;&gt;true&lt;\/span&gt;\nhttp.cors.allow-origin : &lt;span class=&quot;hljs-string&quot;&gt;&quot;*&quot;&lt;\/span&gt;\nhttp.cors.allow-methods : OPTIONS, HEAD, GET, POST, PUT, DELETE\nhttp.cors.allow-headers : X-Requested-With,X-Auth-Token,Content-Type, Content-Length\nscript.engine.groovy.inline.aggs: on\n<\/code><\/pre>\n<p>\/srv\/docker\/elastic\/logging.yml:<\/p>\n<pre><code class=\"\" data-line=\"\">logger:\n  action: DEBUG\n  com.amazonaws: WARN\nappender:\n  console:\n    &lt;span class=&quot;hljs-built_in&quot;&gt;type&lt;\/span&gt;: console\n    layout:\n      &lt;span class=&quot;hljs-built_in&quot;&gt;type&lt;\/span&gt;: consolePattern\n      conversionPattern: &lt;span class=&quot;hljs-string&quot;&gt;&quot;[%d{ISO8601}][%-5p][%-25c] %m%n&quot;&lt;\/span&gt;\n<\/code><\/pre>\n<p>kibana:<\/p>\n<pre><code class=\"\" data-line=\"\">kibana:\n  image: kibana\n  restart: always\n  container_name: kibana\n  environment:\n    SERVICE_NAME: &lt;span class=&quot;hljs-string&quot;&gt;&#039;kibana&#039;&lt;\/span&gt;\n    ELASTICSEARCH_URL:  &lt;span class=&quot;hljs-string&quot;&gt;&quot;http:\/\/x.x.x.x:9200&quot;&lt;\/span&gt;\n  ports:\n    - &lt;span class=&quot;hljs-string&quot;&gt;&quot;4009:5601&quot;&lt;\/span&gt;\n  volumes:\n    - &lt;span class=&quot;hljs-string&quot;&gt;&quot;\/etc\/localtime:\/etc\/localtime:ro&quot;&lt;\/span&gt;\n<\/code><\/pre>\n<p>logstash:<\/p>\n<pre><code class=\"\" data-line=\"\">logstash:\n image: logstash:latest\n restart: always\n container_name: logstash\n hostname: logstash\n ports:\n  - &lt;span class=&quot;hljs-string&quot;&gt;&quot;1025:1025&quot;&lt;\/span&gt;\n  - &lt;span class=&quot;hljs-string&quot;&gt;&quot;1026:1026&quot;&lt;\/span&gt;\n volumes:\n  - &lt;span class=&quot;hljs-string&quot;&gt;&quot;\/srv\/docker\/logstash\/logstash.conf:\/etc\/logstash.conf:ro&quot;&lt;\/span&gt;\n  - &lt;span class=&quot;hljs-string&quot;&gt;&quot;\/srv\/docker\/logstash\/ssh-map.json:\/etc\/ssh-map.json:ro&quot;&lt;\/span&gt;\n &lt;span class=&quot;hljs-built_in&quot;&gt;command&lt;\/span&gt;: &lt;span class=&quot;hljs-string&quot;&gt;&quot;logstash -f \/etc\/logstash.conf&quot;&lt;\/span&gt;\n<\/code><\/pre>\n<p>\u0418\u0442\u0430\u043a. \u041c\u044b \u0437\u0430\u043f\u0443\u0441\u0442\u0438\u043b\u0438 \u044d\u043b\u0430\u0441\u0442\u0438\u043a \u0438 \u043a\u0438\u0431\u0430\u043d\u0443, \u043d\u043e \u043e\u0441\u0442\u0430\u043b\u043e\u0441\u044c \u043f\u043e\u0434\u0433\u043e\u0442\u043e\u0432\u0438\u0442\u044c \u043b\u043e\u0433\u0441\u0442\u0435\u0448 \u043a \u043e\u0431\u0440\u0430\u0431\u043e\u0442\u043a\u0435 \u043b\u043e\u0433\u043e\u0432 \u043e\u0442 \u0432\u043d\u0435\u0448\u043d\u0438\u0445 \u0441\u0435\u0440\u0432\u0435\u0440\u043e\u0432. \u042f \u0440\u0435\u0430\u043b\u0438\u0437\u043e\u0432\u0430\u043b \u0432\u043e\u0442 \u0442\u0430\u043a\u0443\u044e \u0441\u0445\u0435\u043c\u0443:<\/p>\n<p>rsyslog \u2192 logstash \u2192 elastic \u2192 kibana.<\/p>\n<p>\u041c\u043e\u0436\u043d\u043e \u0431\u044b\u043b\u043e \u0431\u044b \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c \u0432\u0441\u0442\u0440\u043e\u0435\u043d\u043d\u044b\u0439 \u0432 rsyslog \u043a\u043e\u043d\u043d\u0435\u043a\u0442\u043e\u0440 \u043d\u0430\u043f\u0440\u044f\u043c\u0443\u044e \u0432 \u044d\u043b\u0430\u0441\u0442\u0438\u043a, \u043d\u043e \u043d\u0430\u043c \u043d\u0443\u0436\u043d\u044b \u0434\u0430\u043d\u043d\u044b\u0435 \u043f\u043e \u043f\u043e\u043b\u044f\u043c \u0438 \u0441 geoip \u0434\u043b\u044f \u0441\u0442\u0430\u0442\u0438\u0441\u0442\u0438\u043a\u0438.<\/p>\n<p>\u041d\u0430 \u0441\u0435\u0440\u0432\u0435\u0440\u0430\u0445, \u043f\u043e\u0434\u043a\u043b\u044e\u0447\u0430\u0435\u043c\u044b\u0445 \u043a \u043c\u043e\u043d\u0438\u0442\u043e\u0440\u0438\u043d\u0433\u0443 \u0432\u043d\u043e\u0441\u0438\u043c \u0432 \u043a\u043e\u043d\u0444\u0438\u0433 rsyslog (\u043e\u0431\u044b\u0447\u043d\u043e \u044d\u0442\u043e \/etc\/rsyslog.d\/50-default.conf) \u0432\u043e\u0442 \u0442\u0430\u043a\u0443\u044e \u0437\u0430\u043f\u0438\u0441\u044c:<\/p>\n<pre><code class=\"\" data-line=\"\">auth,authpriv.*                 @@x.x.x.x:1026\n<\/code><\/pre>\n<p>\u042d\u0442\u043e\u0439 \u0437\u0430\u043f\u0438\u0441\u044c\u044e \u043c\u044b \u043e\u0442\u043f\u0440\u0430\u0432\u043b\u044f\u0435\u043c \u0432\u0441\u0435 \u0441\u043e\u0431\u044b\u0442\u0438\u044f \u043e\u0431 \u0430\u0432\u0442\u043e\u0440\u0438\u0437\u0430\u0446\u0438\u0438 \u043d\u0430 \u043d\u0430\u0448 \u0443\u0434\u0430\u043b\u0435\u043d\u043d\u044b\u0439 \u0441\u0435\u0440\u0432\u0435\u0440 (logstash).<\/p>\n<p>\u0414\u0430\u043b\u0435\u0435, \u043f\u043e\u043b\u0443\u0447\u0435\u043d\u043d\u044b\u0435 \u043b\u043e\u0433\u0441\u0442\u0435\u0448\u0435\u043c \u043b\u043e\u0433\u0438 \u043d\u0430\u043c \u043d\u0443\u0436\u043d\u043e \u043e\u0431\u0440\u0430\u0431\u043e\u0442\u0430\u0442\u044c \u0438 \u043e\u0444\u043e\u0440\u043c\u0438\u0442\u044c. \u0414\u043b\u044f \u044d\u0442\u043e\u0433\u043e \u0441\u043e\u0437\u0434\u0430\u0435\u043c \u043c\u0430\u043f\u043f\u0438\u043d\u0433 \u043f\u043e\u043b\u0435\u0439, \u0447\u0442\u043e\u0431\u044b \u043d\u0430 \u0432\u044b\u0445\u043e\u0434\u0435 \u043d\u0430\u043c \u0431\u044b\u043b\u043e \u0443\u0434\u043e\u0431\u043d\u043e \u0440\u0430\u0431\u043e\u0442\u0430\u0442\u044c (\/srv\/docker\/logstash\/ssh-map.json):<\/p>\n<pre><code class=\"\" data-line=\"\">{\n        &lt;span class=&quot;hljs-string&quot;&gt;&quot;template&quot;&lt;\/span&gt;: &lt;span class=&quot;hljs-string&quot;&gt;&quot;logstash-*&quot;&lt;\/span&gt;,\n        &lt;span class=&quot;hljs-string&quot;&gt;&quot;mappings&quot;&lt;\/span&gt;: {\n                &lt;span class=&quot;hljs-string&quot;&gt;&quot;ssh&quot;&lt;\/span&gt;: {\n                        &lt;span class=&quot;hljs-string&quot;&gt;&quot;properties&quot;&lt;\/span&gt;: {\n                                &lt;span class=&quot;hljs-string&quot;&gt;&quot;@timestamp&quot;&lt;\/span&gt;: {\n                                        &lt;span class=&quot;hljs-string&quot;&gt;&quot;type&quot;&lt;\/span&gt;: &lt;span class=&quot;hljs-string&quot;&gt;&quot;date&quot;&lt;\/span&gt;,\n                                        &lt;span class=&quot;hljs-string&quot;&gt;&quot;format&quot;&lt;\/span&gt;: &lt;span class=&quot;hljs-string&quot;&gt;&quot;strict_date_optional_time||epoch_millis&quot;&lt;\/span&gt;\n                                },\n                                &lt;span class=&quot;hljs-string&quot;&gt;&quot;@version&quot;&lt;\/span&gt;: {\n                                        &lt;span class=&quot;hljs-string&quot;&gt;&quot;type&quot;&lt;\/span&gt;: &lt;span class=&quot;hljs-string&quot;&gt;&quot;string&quot;&lt;\/span&gt;\n                                },\n                                &lt;span class=&quot;hljs-string&quot;&gt;&quot;username&quot;&lt;\/span&gt;: {\n                                        &lt;span class=&quot;hljs-string&quot;&gt;&quot;type&quot;&lt;\/span&gt;: &lt;span class=&quot;hljs-string&quot;&gt;&quot;string&quot;&lt;\/span&gt;\n                                },\n                                &lt;span class=&quot;hljs-string&quot;&gt;&quot;src_ip&quot;&lt;\/span&gt;: {\n                                        &lt;span class=&quot;hljs-string&quot;&gt;&quot;type&quot;&lt;\/span&gt;: &lt;span class=&quot;hljs-string&quot;&gt;&quot;string&quot;&lt;\/span&gt;\n                                },\n                                &lt;span class=&quot;hljs-string&quot;&gt;&quot;port&quot;&lt;\/span&gt;: {\n                                        &lt;span class=&quot;hljs-string&quot;&gt;&quot;type&quot;&lt;\/span&gt;: &lt;span class=&quot;hljs-string&quot;&gt;&quot;long&quot;&lt;\/span&gt;\n                                },\n                        }\n                }\n        }\n}\n<\/code><\/pre>\n<p>\u0412 \u0445\u043e\u0434\u0435 \u0441\u043e\u0437\u0434\u0430\u043d\u0438\u044f \u043c\u0430\u043f\u043f\u0438\u043d\u0433\u0430 \u0441\u0442\u043e\u043b\u043a\u043d\u0443\u043b\u0441\u044f \u0441 \u043e\u0434\u043d\u0438\u043c \u0431\u0430\u0433\u043e\u043c \u043b\u043e\u0433\u0441\u0442\u0435\u0448\u0430, \u0430 \u0438\u043c\u0435\u043d\u043d\u043e \u043f\u0440\u0438\u0441\u0432\u043e\u0435\u043d\u0438\u044e \u043f\u043e\u043b\u044e \u0437\u043d\u0430\u0447\u0435\u043d\u0438\u044f geo_point (\u043f\u0440\u0438 \u0441\u043e\u0437\u0434\u0430\u043d\u0438\u0438 \u0441\u0432\u043e\u0435\u0433\u043e \u0438\u043d\u0434\u0435\u043a\u0441\u0430 \u0432\u044b\u0441\u0442\u0430\u0432\u043b\u044f\u0435\u0442\u0441\u044f \u0437\u043d\u0430\u0447\u0435\u043d\u0438\u0435 \u0443 geoip.location \u2014 float), \u043f\u043e \u043a\u043e\u0442\u043e\u0440\u043e\u043c\u0443 \u0432 \u0434\u0430\u043b\u044c\u043d\u0435\u0439\u0448\u0435\u043c \u0431\u0443\u0434\u0435\u0442 \u0441\u0442\u0440\u043e\u0438\u0442\u044c\u0441\u044f heatmap \u043d\u0430 \u043a\u0430\u0440\u0442\u0435. \u0411\u0430\u0433 \u044d\u0442\u043e\u0442 \u0437\u0430\u0440\u0435\u0433\u0438\u0441\u0442\u0440\u0438\u0440\u043e\u0432\u0430\u043d \u0438 \u0432 \u043a\u0430\u0447\u0435\u0441\u0442\u0432\u0435 workaround \u043c\u043d\u0435 \u043f\u0440\u0438\u0448\u043b\u043e\u0441\u044c \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c \u0448\u0430\u0431\u043b\u043e\u043d \u0441\u0442\u0430\u043d\u0434\u0430\u0440\u0442\u043d\u044b\u0445 \u0438\u043d\u0434\u0435\u043a\u0441\u043e\u0432 logstash-*.<\/p>\n<p>\u0418\u0442\u0430\u043a, \u043c\u0430\u043f\u043f\u0438\u043d\u0433 \u0443 \u043d\u0430\u0441 \u0435\u0441\u0442\u044c. \u0422\u0435\u043f\u0435\u0440\u044c \u043d\u0443\u0436\u043d\u043e \u043f\u043e\u0434\u0433\u043e\u0442\u043e\u0432\u0438\u0442\u044c \u043a\u043e\u043d\u0444\u0438\u0433 logstash, \u0447\u0442\u043e\u0431\u044b \u043e\u043d \u0444\u0438\u043b\u044c\u0442\u0440\u043e\u0432\u0430\u043b \u0432\u0445\u043e\u0434\u044f\u0449\u0438\u0435 \u0434\u0430\u043d\u043d\u044b\u0435 \u0438 \u0432 \u043d\u0443\u0436\u043d\u043e\u043c \u0444\u043e\u0440\u043c\u0430\u0442\u0435 \u043e\u0442\u0434\u0430\u0432\u0430\u043b \u0432 \u044d\u043b\u0430\u0441\u0442\u0438\u043a (\/srv\/docker\/logstash\/logstash.conf):<\/p>\n<pre><code class=\"\" data-line=\"\">input {\n   tcp {\n        port =&gt; 1026\n        &lt;span class=&quot;hljs-built_in&quot;&gt;type&lt;\/span&gt; =&gt; &lt;span class=&quot;hljs-string&quot;&gt;&quot;security&quot;&lt;\/span&gt;\n   }\n}\n\nfilter {\n  grok {\n    match =&gt; [&lt;span class=&quot;hljs-string&quot;&gt;&quot;message&quot;&lt;\/span&gt;, &lt;span class=&quot;hljs-string&quot;&gt;&quot;Failed password for (invalid user |)%{USERNAME:username} from %{IP:src_ip} port %{BASE10NUM:port} ssh2&quot;&lt;\/span&gt;]\n    add_tag =&gt; &lt;span class=&quot;hljs-string&quot;&gt;&quot;ssh_brute_force_attack&quot;&lt;\/span&gt;\n  }\n  grok {\n    match =&gt; [&lt;span class=&quot;hljs-string&quot;&gt;&quot;message&quot;&lt;\/span&gt;, &lt;span class=&quot;hljs-string&quot;&gt;&quot;Accepted password for %{USERNAME:username} from %{IP:src_ip} port %{BASE10NUM:port} ssh2&quot;&lt;\/span&gt;]\n    add_tag =&gt; &lt;span class=&quot;hljs-string&quot;&gt;&quot;ssh_sucessful_login&quot;&lt;\/span&gt;\n  }\n  geoip {\n    &lt;span class=&quot;hljs-built_in&quot;&gt;source&lt;\/span&gt; =&gt; &lt;span class=&quot;hljs-string&quot;&gt;&quot;src_ip&quot;&lt;\/span&gt;\n  }\n}\noutput {\n   &lt;span class=&quot;hljs-keyword&quot;&gt;if&lt;\/span&gt; &lt;span class=&quot;hljs-string&quot;&gt;&quot;ssh_brute_force_attack&quot;&lt;\/span&gt; &lt;span class=&quot;hljs-keyword&quot;&gt;in&lt;\/span&gt; [tags] {\n         elasticsearch {\n                hosts =&gt; [&lt;span class=&quot;hljs-string&quot;&gt;&quot;x.x.x.x:9200&quot;&lt;\/span&gt;]\n                index =&gt; &lt;span class=&quot;hljs-string&quot;&gt;&quot;logstash-%{+YYYY.MM.dd}&quot;&lt;\/span&gt;\n                manage_template =&gt; &lt;span class=&quot;hljs-literal&quot;&gt;true&lt;\/span&gt;\n                template_name =&gt; &lt;span class=&quot;hljs-string&quot;&gt;&quot;ssh&quot;&lt;\/span&gt;\n                template =&gt; &lt;span class=&quot;hljs-string&quot;&gt;&quot;\/etc\/ssh-map.json&quot;&lt;\/span&gt;\n                template_overwrite =&gt; &lt;span class=&quot;hljs-literal&quot;&gt;true&lt;\/span&gt;\n         } \n   }\n}\n<\/code><\/pre>\n<p>\u041a\u043e\u043d\u0444\u0438\u0433 \u0443\u0434\u043e\u0431\u043e\u0447\u0438\u0442\u0430\u0435\u043c\u044b\u0439, \u043f\u043e\u043d\u044f\u0442\u043d\u044b\u0439, \u043f\u043e\u044d\u0442\u043e\u043c\u0443 \u043a\u043e\u043c\u043c\u0435\u043d\u0442\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u0441\u0447\u0438\u0442\u0430\u044e \u0438\u0437\u043b\u0438\u0448\u043d\u0438\u043c.<\/p>\n<p>\u0418\u0442\u0430\u043a. \u041b\u043e\u0433\u0438 \u0441\u0441\u0448 \u043f\u043e\u043f\u0430\u0434\u0430\u044e\u0442 \u0432 \u043b\u043e\u0433\u0441\u0442\u0435\u0448, \u043e\u043d \u0438\u0445 \u043e\u0431\u0440\u0430\u0431\u0430\u0442\u044b\u0432\u0430\u0435\u0442 \u0438 \u043e\u0442\u043f\u0440\u0430\u0432\u043b\u044f\u0435\u0442 \u0432 \u0438\u043d\u0434\u0435\u043a\u0441\u044b \u044d\u043b\u0430\u0441\u0442\u0438\u043a\u0430. \u041e\u0441\u0442\u0430\u043b\u043e\u0441\u044c \u0442\u043e\u043b\u044c\u043a\u043e \u043d\u0430\u0441\u0442\u0440\u043e\u0438\u0442\u044c \u0432\u0438\u0437\u0443\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u044e:<\/p>\n<p>\u2014 \u041e\u0442\u043a\u0440\u044b\u0432\u0430\u0435\u043c \u0432\u0435\u0431 \u0438\u043d\u0442\u0435\u0440\u0444\u0435\u0439\u0441 \u043f\u043e \u0430\u0434\u0440\u0435\u0441\u0443\u00a0<a href=\"http:\/\/x.x.x.x\">x.x.x.x<\/a>:4009\/<br \/>\n\u2014 \u041f\u0435\u0440\u0435\u0445\u043e\u0434\u0438\u043c \u0432 Settings \u0438 \u0434\u043e\u0431\u0430\u0432\u043b\u044f\u0435\u043c \u0440\u0430\u0431\u043e\u0442\u0443 \u0441 \u043d\u0430\u0448\u0438\u043c\u0438 \u0438\u043d\u0434\u0435\u043a\u0441\u0430\u043c\u0438 (logstash-*)<\/p>\n<p>\u0414\u0430\u043b\u0435\u0435 \u043d\u0430\u043c \u043d\u0443\u0436\u043d\u043e \u0432 kibana \u0441\u043e\u0437\u0434\u0430\u0442\u044c \u043f\u043e\u0438\u0441\u043a\u043e\u0432\u044b\u0435 \u0437\u0430\u043f\u0440\u043e\u0441\u044b, \u0432\u0438\u0437\u0443\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u044e \u0438 \u0434\u0430\u0448\u0431\u043e\u0440\u0434.<\/p>\n<p>\u0412\u043e \u0432\u043a\u043b\u0430\u0434\u043a\u0435 Discover \u043f\u043e\u0441\u043b\u0435 \u0434\u043e\u0431\u0430\u0432\u043b\u0435\u043d\u0438\u044f \u0438\u043d\u0434\u0435\u043a\u0441\u043e\u0432 \u0432 kibana \u043c\u044b \u0432\u0438\u0434\u0438\u043c \u043d\u0430\u0448\u0438 \u0437\u0430\u043f\u0438\u0441\u0438 \u2014 \u0432\u0441\u0435 \u043d\u0430\u0441\u0442\u0440\u043e\u0438\u043b\u0438 \u0432\u0435\u0440\u043d\u043e.<\/p>\n<p>\u0412 \u043b\u0435\u0432\u043e\u0439 \u043a\u043e\u043b\u043e\u043d\u043a\u0435 \u043c\u044b \u0432\u0438\u0434\u0438\u043c \u0441\u043f\u0438\u0441\u043e\u043a \u043f\u043e\u043b\u0435\u0439 \u0434\u043b\u044f \u0444\u0438\u043b\u044c\u0442\u0440\u0430\u0446\u0438\u0438, \u0441 \u043d\u0438\u043c\u0438 \u0438 \u0431\u0443\u0434\u0435\u043c \u0440\u0430\u0431\u043e\u0442\u0430\u0442\u044c.<\/p>\n<p>\u041f\u0435\u0440\u0432\u044b\u043c \u0444\u0438\u043b\u044c\u0442\u0440\u043e\u043c \u043f\u043e\u0439\u0434\u0435\u0442 \u0441\u043f\u0438\u0441\u043e\u043a \u0430\u0442\u0430\u043a\u0443\u0435\u043c\u044b\u0445 \u0441\u0435\u0440\u0432\u0435\u0440\u043e\u0432:<\/p>\n<p>\u2014 \u043e\u043a\u043e\u043b\u043e \u043f\u043e\u043b\u044f host \u043d\u0430\u0436\u0438\u043c\u0430\u0435\u043c add<br \/>\n\u2014 \u0441\u043e\u0445\u0440\u0430\u043d\u044f\u0435\u043c \u043f\u043e\u0438\u0441\u043a \u043a\u0430\u043a ssh-brute-servers-under-attack (\u0438\u043c\u044f \u0432\u0430\u0440\u0438\u0430\u0442\u0438\u0432\u043d\u043e)<\/p>\n<p>\u0412\u0442\u043e\u0440\u044b\u043c \u0444\u0438\u043b\u044c\u0442\u0440\u043e\u043c \u0431\u0443\u0434\u0435\u0442 \u0441\u043f\u0438\u0441\u043e\u043a \u0430\u0442\u0430\u043a\u0443\u044e\u0449\u0438\u0445 \u0441\u0442\u0440\u0430\u043d:<\/p>\n<p>\u2014 \u043e\u043a\u043e\u043b\u043e \u043f\u043e\u043b\u044f geoip.country_name \u043d\u0430\u0436\u0438\u043c\u0430\u0435\u043c add<br \/>\n\u2014 \u0441\u043e\u0445\u0440\u0430\u043d\u044f\u0435\u043c \u043a\u0430\u043a ssh-brute-countries (\u0438\u043c\u044f \u0432\u0430\u0440\u0438\u0430\u0442\u0438\u0432\u043d\u043e)<\/p>\n<p>\u0422\u0440\u0435\u0442\u044c\u0438\u043c \u0444\u0438\u043b\u044c\u0442\u0440\u043e\u043c \u0431\u0443\u0434\u0435\u0442 \u043e\u0431\u0449\u0435\u0435 \u043a\u043e\u043b\u0438\u0447\u0435\u0441\u0442\u0432\u043e \u0430\u0442\u0430\u043a:<\/p>\n<p>\u2014 \u043f\u0435\u0440\u0435\u0445\u043e\u0434\u0438\u043c \u043d\u0430 \u0432\u043a\u043b\u0430\u0434\u043a\u0443 Discovery<br \/>\n\u2014 \u0441\u043e\u0445\u0440\u0430\u043d\u044f\u0435\u043c \u043a\u0430\u043a ssh-brute-all<\/p>\n<p>\u0418\u0442\u0430\u043a, \u043d\u0430 \u0444\u0438\u043d\u0430\u043b\u044c\u043d\u043e\u043c \u044d\u043a\u0440\u0430\u043d\u0435 \u0443 \u043d\u0430\u0441 \u0431\u0443\u0434\u0435\u0442 \u043e\u0442\u043e\u0431\u0440\u0430\u0436\u0430\u0442\u044c\u0441\u044f \u0447\u0435\u0442\u044b\u0440\u0435 \u0440\u0430\u0437\u043d\u044b\u0445 \u043f\u0430\u0440\u0430\u043c\u0435\u0442\u0440\u0430:<\/p>\n<p>1. \u0421\u0443\u043c\u043c\u0430\u0440\u043d\u043e\u0435 \u043a\u043e\u043b\u0438\u0447\u0435\u0441\u0442\u0432\u043e \u0430\u0442\u0430\u043a<br \/>\n2. \u0410\u0442\u0430\u043a\u0443\u044e\u0449\u0438\u0435 \u0441\u0442\u0440\u0430\u043d\u044b<br \/>\n3. \u0410\u0442\u0430\u043a\u0443\u0435\u043c\u044b\u0435 \u0441\u0435\u0440\u0432\u0435\u0440\u044b<br \/>\n4. \u041a\u0430\u0440\u0442\u0430 \u0441 \u0443\u043a\u0430\u0437\u0430\u0442\u0435\u043b\u044f\u043c\u0438 \u043d\u0430 \u0430\u0442\u0430\u043a\u0443\u044e\u0449\u0438\u0435 \u0445\u043e\u0441\u0442\u044b<\/p>\n<p>\u0421\u0443\u043c\u043c\u0430\u0440\u043d\u043e\u0435 \u043a\u043e\u043b\u0438\u0447\u0435\u0441\u0442\u0432\u043e \u0430\u0442\u0430\u043a:<\/p>\n<p>\u2014 \u043f\u0435\u0440\u0435\u0445\u043e\u0434\u0438\u043c \u043d\u0430 \u0432\u043a\u043b\u0430\u0434\u043a\u0443 Visualize<br \/>\n\u2014 \u0432\u044b\u0431\u0438\u0440\u0430\u0435\u043c \u0442\u0438\u043f \u0432\u0438\u0437\u0443\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u0438 Metric<br \/>\n\u2014 From saved search \u2014 ssh-brute-all<br \/>\n\u2014 \u041e\u0442\u043a\u0440\u044b\u0432\u0430\u0435\u043c Metric \u0438 \u043c\u0435\u043d\u044f\u0435\u043c \u0437\u043d\u0430\u0447\u0435\u043d\u0438\u0435 \u043f\u043e\u043b\u044f \u043d\u0430 \u2014 \u0421\u0443\u043c\u043c\u0430\u0440\u043d\u043e\u0435 \u043a\u043e\u043b\u0438\u0447\u0435\u0441\u0442\u0432\u043e \u0430\u0442\u0430\u043a<br \/>\n\u2014 \u0421\u043e\u0445\u0440\u0430\u043d\u044f\u0435\u043c \u0432\u0438\u0437\u0443\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u044e<\/p>\n<p>\u0410\u0442\u0430\u043a\u0443\u044e\u0449\u0438\u0435 \u0441\u0442\u0440\u0430\u043d\u044b:<\/p>\n<p>\u2014 \u043f\u0435\u0440\u0435\u0445\u043e\u0434\u0438\u043c \u043d\u0430 \u0432\u043a\u043b\u0430\u0434\u043a\u0443 Visualize<br \/>\n\u2014 \u0432\u044b\u0431\u0438\u0440\u0430\u0435\u043c \u0442\u0438\u043f \u0432\u0438\u0437\u0443\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u0438 Data table<br \/>\n\u2014 From saved search \u2014 ssh-brute-countries<br \/>\n\u2014 \u041e\u0442\u043a\u0440\u044b\u0432\u0430\u0435\u043c Metric \u0438 \u043c\u0435\u043d\u044f\u0435\u043c \u0437\u043d\u0430\u0447\u0435\u043d\u0438\u0435 \u043f\u043e\u043b\u044f \u043d\u0430 \u2014 \u041a\u043e\u043b\u0438\u0447\u0435\u0441\u0442\u0432\u043e \u0430\u0442\u0430\u043a<br \/>\n\u2014 \u0422\u0435\u043f\u0435\u0440\u044c \u043d\u0430\u043c \u043d\u0443\u0436\u043d\u043e \u0441\u043e\u043e\u0442\u043d\u0435\u0441\u0442\u0438 \u043f\u043e\u043b\u044f \u0438 \u043f\u043e\u0441\u0447\u0438\u0442\u0430\u0442\u044c \u0432 \u0442\u0430\u0431\u043b\u0438\u0446\u0435 \u00ab\u0443\u043d\u0438\u043a\u0438\u00bb. \u041d\u0430\u0436\u0438\u043c\u0430\u0435\u043c split rows<br \/>\n\u2014 Aggregation \u2014 terms<br \/>\n\u2014 Field \u2014 geoip.country_name.raw<br \/>\n\u2014 Custom label \u2014 \u0421\u0442\u0440\u0430\u043d\u0430<\/p>\n<p>\u0415\u0441\u043b\u0438 \u0432\u0441\u0435 \u0432\u0432\u0435\u043b\u0438 \u0432\u0435\u0440\u043d\u043e, \u0442\u043e \u0437\u0430\u0433\u043e\u0440\u0438\u0442\u0441\u044f \u0437\u0435\u043b\u0435\u043d\u0430\u044f \u043a\u043d\u043e\u043f\u043a\u0430 play, \u043f\u043e\u0441\u043b\u0435 \u043d\u0430\u0436\u0430\u0442\u0438\u044f \u043d\u0430 \u043a\u043e\u0442\u043e\u0440\u0443\u044e \u0443\u0432\u0438\u0434\u0438\u043c \u043f\u0440\u0438\u043c\u0435\u0440\u043d\u043e \u0442\u0430\u043a\u0443\u044e \u043a\u0430\u0440\u0442\u0438\u043d\u0443:<\/p>\n<p><img data-recalc-dims=\"1\" decoding=\"async\" class=\"aligncenter lazyload\" style=\"margin-left: auto;margin-right: auto\" data-src=\"https:\/\/i0.wp.com\/habrastorage.org\/files\/32e\/b88\/158\/32eb88158b2f42d5958d0622d3f76134.png?w=760&#038;ssl=1\" alt=\"image\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" \/><\/p>\n<p>\u2014 \u0421\u043e\u0445\u0440\u0430\u043d\u044f\u0435\u043c \u0432\u0438\u0437\u0443\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u044e<\/p>\n<p>\u0410\u0442\u0430\u043a\u0443\u0435\u043c\u044b\u0435 \u0441\u0435\u0440\u0432\u0435\u0440\u044b:<br \/>\n\u2014 \u043f\u0435\u0440\u0435\u0445\u043e\u0434\u0438\u043c \u043d\u0430 \u0432\u043a\u043b\u0430\u0434\u043a\u0443 Visualize<br \/>\n\u2014 \u0432\u044b\u0431\u0438\u0440\u0430\u0435\u043c \u0442\u0438\u043f \u0432\u0438\u0437\u0443\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u0438 Data table<br \/>\n\u2014 From saved search \u2014 ssh-brute-servers-under-attack<br \/>\n\u2014 \u041e\u0442\u043a\u0440\u044b\u0432\u0430\u0435\u043c Metric \u0438 \u043c\u0435\u043d\u044f\u0435\u043c \u0437\u043d\u0430\u0447\u0435\u043d\u0438\u0435 \u043f\u043e\u043b\u044f \u043d\u0430 \u2014 \u041a\u043e\u043b\u0438\u0447\u0435\u0441\u0442\u0432\u043e \u0430\u0442\u0430\u043a<br \/>\n\u2014 \u0422\u0435\u043f\u0435\u0440\u044c \u043d\u0430\u043c \u043d\u0443\u0436\u043d\u043e \u0441\u043e\u043e\u0442\u043d\u0435\u0441\u0442\u0438 \u043f\u043e\u043b\u044f \u0438 \u043f\u043e\u0441\u0447\u0438\u0442\u0430\u0442\u044c \u0432 \u0442\u0430\u0431\u043b\u0438\u0446\u0435 \u00ab\u0443\u043d\u0438\u043a\u0438\u00bb. \u041d\u0430\u0436\u0438\u043c\u0430\u0435\u043c split rows<br \/>\n\u2014 Aggregation \u2014 terms<br \/>\n\u2014 Field \u2014 host.raw<br \/>\n\u2014 Custom label \u2014 \u0421\u0435\u0440\u0432\u0435\u0440<\/p>\n<p>\u0415\u0441\u043b\u0438 \u0432\u0441\u0435 \u0432\u0432\u0435\u043b\u0438 \u0432\u0435\u0440\u043d\u043e, \u0442\u043e \u0437\u0430\u0433\u043e\u0440\u0438\u0442\u0441\u044f \u0437\u0435\u043b\u0435\u043d\u0430\u044f \u043a\u043d\u043e\u043f\u043a\u0430 play, \u043f\u043e\u0441\u043b\u0435 \u043d\u0430\u0436\u0430\u0442\u0438\u044f \u043d\u0430 \u043a\u043e\u0442\u043e\u0440\u0443\u044e \u0443\u0432\u0438\u0434\u0438\u043c \u043f\u0440\u0438\u043c\u0435\u0440\u043d\u043e \u0442\u0430\u043a\u0443\u044e \u043a\u0430\u0440\u0442\u0438\u043d\u0443:<\/p>\n<p><img data-recalc-dims=\"1\" decoding=\"async\" class=\"aligncenter lazyload\" style=\"margin-left: auto;margin-right: auto\" data-src=\"https:\/\/i0.wp.com\/habrastorage.org\/files\/8b1\/954\/513\/8b1954513f9d4fbca9a5aea60bbdb2de.png?w=760&#038;ssl=1\" alt=\"image\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" \/><\/p>\n<p>\u2014 \u0421\u043e\u0445\u0440\u0430\u043d\u044f\u0435\u043c \u0432\u0438\u0437\u0443\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u044e<\/p>\n<p>\u041a\u0430\u0440\u0442\u0430 \u0441 \u0443\u043a\u0430\u0437\u0430\u0442\u0435\u043b\u044f\u043c\u0438 \u043d\u0430 \u0430\u0442\u0430\u043a\u0443\u044e\u0449\u0438\u0435 \u0445\u043e\u0441\u0442\u044b (\u0441\u0430\u043c\u043e\u0435 \u0438\u043d\u0442\u0435\u0440\u0435\u0441\u043d\u043e\u0435)<\/p>\n<p>\u2014 \u043f\u0435\u0440\u0435\u0445\u043e\u0434\u0438\u043c \u043d\u0430 \u0432\u043a\u043b\u0430\u0434\u043a\u0443 Visualize<br \/>\n\u2014 \u0432\u044b\u0431\u0438\u0440\u0430\u0435\u043c \u0442\u0438\u043f \u0432\u0438\u0437\u0443\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u0438 Tile map<br \/>\n\u2014 From new search \u2014 Select an index pattern \u2014 logstash-*<br \/>\n\u2014 \u041e\u0442\u043a\u0440\u044b\u0432\u0430\u0435\u043c Geo Coordinates. \u0415\u0441\u043b\u0438 \u0432\u0441\u0435 \u0448\u0430\u0433\u0438 \u0431\u044b\u043b\u0438 \u0432\u0435\u0440\u043d\u044b\u043c\u0438, \u0430\u0432\u0442\u043e\u043c\u0430\u0442\u0438\u0447\u0435\u0441\u043a\u0438 \u043f\u043e\u043b\u0435 Field \u0437\u0430\u043f\u043e\u043b\u043d\u0438\u0442\u0441\u044f geoip.location<br \/>\n\u2014 \u041f\u0435\u0440\u0435\u0445\u043e\u0434\u0438\u043c \u0432 Options<br \/>\n\u2014 \u041c\u0435\u043d\u044f\u0435\u043c \u0445\u043e\u0441\u0442\u0438\u043d\u0433 \u043a\u0430\u0440\u0442 (\u0442\u0430\u043a \u043a\u0430\u043a \u0443 MapRequest \u0438\u0437\u043c\u0435\u043d\u0438\u043b\u0438\u0441\u044c \u0443\u0441\u043b\u043e\u0432\u0438\u044f \u0438 \u043d\u0443\u0436\u043d\u043e \u043f\u043e\u043b\u0443\u0447\u0430\u0442\u044c \u0442\u043e\u043a\u0435\u043d \u0438 \u0434\u043e\u043f\u043e\u043b\u043d\u0438\u0442\u0435\u043b\u044c\u043d\u043e \u0447\u0442\u043e-\u0442\u043e \u0434\u0435\u043b\u0430\u0442\u044c). \u0421\u0442\u0430\u0432\u0438\u043c \u0433\u0430\u043b\u043a\u0443 \u0432 \u2014 WMS compliant map server<br \/>\n\u2014 \u041f\u0440\u0438\u0432\u043e\u0434\u0438\u043c \u0432\u0441\u0435 \u043f\u043e\u043b\u044f \u043a \u043f\u0430\u0440\u0430\u043c\u0435\u0442\u0440\u0430\u043c:<\/p>\n<p>WMS Url \u2014\u00a0<a href=\"https:\/\/basemap.nationalmap.gov\/arcgis\/services\/USGSTopo\/MapServer\/WMSServer\">basemap.nationalmap.gov\/arcgis\/services\/USGSTopo\/MapServer\/WMSServer<\/a><br \/>\nWMS layers* \u2014 0<br \/>\nWMS version* \u2014 1.3.0<br \/>\nWMS format* \u2014 image\/png<br \/>\nWMS attribution \u2014 Maps provided by USGS<br \/>\nWMS styles* \u2014 \u043f\u0443\u0441\u0442\u043e<\/p>\n<p>\u0412 \u0438\u0442\u043e\u0433\u0435 \u0443 \u043d\u0430\u0441 \u0434\u043e\u043b\u0436\u043d\u0430 \u043e\u0442\u043e\u0431\u0440\u0430\u0437\u0438\u0442\u044c\u0441\u044f \u043a\u0430\u0440\u0442\u0430 \u0430\u0442\u0430\u043a:<\/p>\n<p><img data-recalc-dims=\"1\" decoding=\"async\" class=\"aligncenter lazyload\" style=\"margin-left: auto;margin-right: auto\" data-src=\"https:\/\/i0.wp.com\/habrastorage.org\/files\/a9a\/31a\/130\/a9a31a1307224926aaf89e762616f1a6.png?w=760&#038;ssl=1\" alt=\"image\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" \/><\/p>\n<p>\u2014 \u0421\u043e\u0445\u0440\u0430\u043d\u044f\u0435\u043c \u0432\u0438\u0437\u0443\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u044e<\/p>\n<p>\u0422\u0435\u043f\u0435\u0440\u044c \u0443 \u043d\u0430\u0441 \u0432\u0441\u0451 \u0435\u0441\u0442\u044c \u0434\u043b\u044f \u0442\u043e\u0433\u043e, \u0447\u0442\u043e\u0431\u044b \u0441\u0434\u0435\u043b\u0430\u0442\u044c \u0441\u0432\u043e\u0439 \u0434\u0430\u0448\u0431\u043e\u0440\u0434.<\/p>\n<p>\u041f\u0435\u0440\u0435\u0445\u043e\u0434\u0438\u043c \u043d\u0430 \u0432\u043a\u043b\u0430\u0434\u043a\u0443 Dashboard, \u043d\u0430\u0436\u0438\u043c\u0430\u0435\u043c \u043d\u0430 Add visualization (\u043f\u043b\u044e\u0441 \u0432 \u043a\u0440\u0443\u0433\u0435 \u0441\u043f\u0440\u0430\u0432\u0430 \u0441\u0432\u0435\u0440\u0445\u0443) \u0438 \u0434\u043e\u0431\u0430\u0432\u043b\u044f\u0435\u043c \u0441\u0432\u043e\u0438 \u0441\u043e\u0445\u0440\u0430\u043d\u0435\u043d\u043d\u044b\u0435 \u0432\u0438\u0437\u0443\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u0438 \u043d\u0430 \u044d\u043a\u0440\u0430\u043d \u0438 \u0441\u043e\u0445\u0440\u0430\u043d\u044f\u0435\u043c \u044d\u043a\u0440\u0430\u043d. \u041f\u043e\u0434\u0434\u0435\u0440\u0436\u0438\u0432\u0430\u0435\u0442\u0441\u044f Drag&#8217;n&#8217;Drop. \u0412 \u0438\u0442\u043e\u0433\u0435 \u0443 \u043c\u0435\u043d\u044f \u043f\u043e\u043b\u0443\u0447\u0438\u043b\u0441\u044f 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