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Logstash and Metricbeat
[2017-01-19T06:55:11,700][WARN ][logstash.outputs.elasticsearch] Failed action. {:status=>400, :action=>["index", {:_id=>nil, :_index=>"metricbeat-2017.01.19", :_type=>"metricsets", :_routing=>nil}, 2017-01-19T04:43:24.733Z %{host} %{message}], :response=>{"index"=>{"_index"=>"metricbeat-2017.01.19", "_type"=>"metricsets", "_id"=>"AVm1hTSlyldhSr4kiEdi", "status"=>400, "error"=>{"type"=>"mapper_parsing_exception", "reason"=>"failed to parse [system.process.cpu.start_time]", "caused_by"=>{"type"=>"illegal_argument_exception", "reason"=>"Invalid format: \"Aug03\""}}}}}
Metricbeat.yml file
------------------
metricbeat.modules:
#------------------------------- System Module -------------------------------
- module: system
metricsets:
# CPU stats
- cpu
# System Load stats
- load
# Per CPU core stats
- core
# IO stats
- diskio
# Per filesystem stats
- filesystem
# File system summary stats
- fsstat
# Memory stats
- memory
# Network stats
- network
# Per process stats
- process
enabled: true
period: 10s
processes: ['.*']
# if true, exports the CPU usage in ticks, together with the percentage values
cpu_ticks: false
output.kafka:
# Boolean flag to enable or disable the output module.
enabled: true
# The list of Kafka broker addresses from where to fetch the cluster metadata.
# The cluster metadata contain the actual Kafka brokers events are published
# to.
hosts: ["XXX.XX.X.XXX:9092","XXX.XX.X.XXX:9092"]
# The Kafka topic used for produced events. The setting can be a format string
# using any event field. To set the topic from document type use `%{[type]}`.
topic: cc-data
Logstash cocnfiguration:
-----------------------
input {
kafka {
bootstrap_servers => "XXX.XX.X.XX:9092"
topics => ["cc-data"]
codec => "json"
}
}
output {
elasticsearch {
hosts => ["XXX.XX.X.XX:9200"]
index => "metricbeat-%{+YYYY.MM.dd}"
}
}
{
"metricbeat-2017.01.19" : {
"aliases" : { },
"mappings" : {
"metricsets" : {
"_meta" : {
"version" : "5.0.2"
},
"_all" : {
"norms" : false
},
"dynamic_templates" : [
{
"strings_as_keyword" : {
"match_mapping_type" : "string",
"mapping" : {
"ignore_above" : 1024,
"type" : "keyword"
}
}
}
],
"properties" : {
"@timestamp" : {
"type" : "date"
},
"@version" : {
"type" : "keyword",
"ignore_above" : 1024
},
"apache" : {
"properties" : {
"status" : {
"properties" : {
"bytes_per_request" : {
"type" : "scaled_float",
"scaling_factor" : 1000.0
},
"bytes_per_sec" : {
"type" : "scaled_float",
"scaling_factor" : 1000.0
},
"connections" : {
"properties" : {
"async" : {
"properties" : {
"closing" : {
"type" : "long"
},
"keep_alive" : {
"type" : "long"
},
"writing" : {
"type" : "long"
}
}
},
"total" : {
"type" : "long"
}
}
},
"cpu" : {
"properties" : {
"children_system" : {
"type" : "scaled_float",
"scaling_factor" : 1000.0
},
"children_user" : {
"type" : "scaled_float",
"scaling_factor" : 1000.0
},
"load" : {
"type" : "scaled_float",
"scaling_factor" : 1000.0
},
"system" : {
"type" : "scaled_float",
"scaling_factor" : 1000.0
},
"user" : {
"type" : "scaled_float",
"scaling_factor" : 1000.0
}
}
},
"hostname" : {
"type" : "keyword",
"ignore_above" : 1024
},
"load" : {
"properties" : {
"1" : {
"type" : "scaled_float",
"scaling_factor" : 100.0
},
"15" : {
"type" : "scaled_float",
"scaling_factor" : 100.0
},
"5" : {
"type" : "scaled_float",
"scaling_factor" : 100.0
}
}
},
"requests_per_sec" : {
"type" : "scaled_float",
"scaling_factor" : 1000.0
},
"scoreboard" : {
"properties" : {
"closing_connection" : {
"type" : "long"
},
"dns_lookup" : {
"type" : "long"
},
"gracefully_finishing" : {
"type" : "long"
},
"idle_cleanup" : {
"type" : "long"
},
"keepalive" : {
"type" : "long"
},
"logging" : {
"type" : "long"
},
"open_slot" : {
"type" : "long"
},
"reading_request" : {
"type" : "long"
},
"sending_reply" : {
"type" : "long"
},
"starting_up" : {
"type" : "long"
},
"total" : {
"type" : "long"
},
"waiting_for_connection" : {
"type" : "long"
}
}
},
"total_accesses" : {
"type" : "long"
},
"total_kbytes" : {
"type" : "long"
},
"uptime" : {
"properties" : {
"server_uptime" : {
"type" : "long"
},
"uptime" : {
"type" : "long"
}
}
},
"workers" : {
"properties" : {
"busy" : {
"type" : "long"
},
"idle" : {
"type" : "long"
}
}
}
}
}
}
},
"beat" : {
"properties" : {
"hostname" : {
"type" : "keyword",
"ignore_above" : 1024
},
"name" : {
"type" : "keyword",
"ignore_above" : 1024
},
"version" : {
"type" : "keyword",
"ignore_above" : 1024
}
}
},
"error" : {
"type" : "keyword",
"ignore_above" : 1024
},
"haproxy" : {
"properties" : {
"info" : {
"properties" : {
"compress" : {
"properties" : {
"bps" : {
"properties" : {
"in" : {
"type" : "long"
},
"out" : {
"type" : "long"
},
"rate_limit" : {
"type" : "long"
}
}
}
}
},
"conn" : {
"properties" : {
"rate" : {
"properties" : {
"limit" : {
"type" : "long"
},
"value" : {
"type" : "long"
}
}
}
}
},
"cum" : {
"properties" : {
"conns" : {
"type" : "long"
},
"req" : {
"type" : "long"
},
"ssl_conns" : {
"type" : "long"
}
}
},
"curr" : {
"properties" : {
"conns" : {
"type" : "long"
},
"ssl_conns" : {
"type" : "long"
}
}
},
"idle_pct" : {
"type" : "scaled_float",
"scaling_factor" : 1000.0
},
"max" : {
"properties" : {
"conn" : {
"properties" : {
"rate" : {
"type" : "long"
},
"value" : {
"type" : "long"
}
}
},
"hard_conn" : {
"type" : "long"
},
"pipes" : {
"type" : "long"
},
"sess_rate" : {
"type" : "long"
},
"sock" : {
"type" : "long"
},
"ssl" : {
"properties" : {
"conns" : {
"type" : "long"
},
"rate" : {
"type" : "long"
}
}
},
"zlib_mem_usage" : {
"type" : "long"
}
}
},
"mem_max_bytes" : {
"type" : "long"
},
"nb_proc" : {
"type" : "long"
},
"pid" : {
"type" : "long"
},
"pipes" : {
"properties" : {
"free" : {
"type" : "long"
},
"used" : {
"type" : "long"
}
}
},
"process_num" : {
"type" : "long"
},
"run_queue" : {
"type" : "long"
},
"sess" : {
"properties" : {
"rate" : {
"properties" : {
"limit" : {
"type" : "long"
},
"value" : {
"type" : "long"
}
}
}
}
},
"ssl" : {
"properties" : {
"backend" : {
"properties" : {
"key_rate" : {
"type" : "long"
},
"max_key_rate" : {
"type" : "long"
}
}
},
"cache_misses" : {
"type" : "long"
},
"cached_lookups" : {
"type" : "long"
},
"frontend" : {
"properties" : {
"key_rate" : {
"type" : "long"
},
"max_key_rate" : {
"type" : "long"
},
"session_reuse_pct" : {
"type" : "long"
}
}
},
"rate" : {
"properties" : {
"limit" : {
"type" : "long"
},
"value" : {
"type" : "long"
}
}
}
}
},
"tasks" : {
"type" : "long"
},
"ulimit_n" : {
"type" : "long"
},
"uptime_sec" : {
"type" : "long"
},
"zlib_mem_usage" : {
"type" : "long"
}
}
},
"stat" : {
"properties" : {
"act" : {
"type" : "long"
},
"bck" : {
"type" : "long"
},
"bin" : {
"type" : "long"
},
"bout" : {
"type" : "long"
},
"check" : {
"properties" : {
"code" : {
"type" : "long"
},
"duration" : {
"type" : "long"
},
"status" : {
"type" : "keyword",
"ignore_above" : 1024
}
}
},
"chkdown" : {
"type" : "long"
},
"chkfail" : {
"type" : "long"
},
"cli_abrt" : {
"type" : "long"
},
"comp" : {
"properties" : {
"byp" : {
"type" : "long"
},
"in" : {
"type" : "long"
},
"out" : {
"type" : "long"
},
"rsp" : {
"type" : "long"
}
}
},
"component_type" : {
"type" : "long"
},
"ctime" : {
"type" : "long"
},
"downtime" : {
"type" : "long"
},
"dreq" : {
"type" : "long"
},
"dresp" : {
"type" : "long"
},
"econ" : {
"type" : "long"
},
"ereq" : {
"type" : "long"
},
"eresp" : {
"type" : "long"
},
"hanafail" : {
"type" : "long"
},
"hrsp" : {
"properties" : {
"1xx" : {
"type" : "long"
},
"2xx" : {
"type" : "long"
},
"3xx" : {
"type" : "long"
},
"4xx" : {
"type" : "long"
},
"5xx" : {
"type" : "long"
},
"other" : {
"type" : "long"
}
}
},
"iid" : {
"type" : "long"
},
"last" : {
"properties" : {
"agt" : {
"type" : "keyword",
"ignore_above" : 1024
},
"chk" : {
"type" : "keyword",
"ignore_above" : 1024
},
"sess" : {
"type" : "long"
}
}
},
"lastchg" : {
"type" : "long"
},
"lbtot" : {
"type" : "long"
},
"pid" : {
"type" : "long"
},
"pxname" : {
"type" : "keyword",
"ignore_above" : 1024
},
"qcur" : {
"type" : "long"
},
"qlimit" : {
"type" : "long"
},
"qmax" : {
"type" : "long"
},
"qtime" : {
"type" : "long"
},
"rate" : {
"properties" : {
"lim" : {
"type" : "long"
},
"max" : {
"type" : "long"
},
"value" : {
"type" : "long"
}
}
},
"req" : {
"properties" : {
"rate" : {
"properties" : {
"max" : {
"type" : "long"
},
"value" : {
"type" : "long"
}
}
},
"tot" : {
"type" : "long"
}
}
},
"rtime" : {
"type" : "long"
},
"scur" : {
"type" : "long"
},
"sid" : {
"type" : "long"
},
"slim" : {
"type" : "long"
},
"smax" : {
"type" : "long"
},
"srv_abrt" : {
"type" : "long"
},
"status" : {
"type" : "keyword",
"ignore_above" : 1024
},
"stot" : {
"type" : "keyword",
"ignore_above" : 1024
},
"svname" : {
"type" : "keyword",
"ignore_above" : 1024
},
"throttle" : {
"type" : "long"
},
"tracked" : {
"type" : "long"
},
"ttime" : {
"type" : "long"
},
"weight" : {
"type" : "long"
},
"wredis" : {
"type" : "long"
},
"wretr" : {
"type" : "long"
}
}
}
}
},
"metricset" : {
"properties" : {
"host" : {
"type" : "keyword",
"ignore_above" : 1024
},
"module" : {
"type" : "keyword",
"ignore_above" : 1024
},
"name" : {
"type" : "keyword",
"ignore_above" : 1024
},
"rtt" : {
"type" : "long"
}
}
},
"mongodb" : {
"properties" : {
"status" : {
"properties" : {
"asserts" : {
"properties" : {
"msg" : {
"type" : "long"
},
"regular" : {
"type" : "long"
},
"rollovers" : {
"type" : "long"
},
"user" : {
"type" : "long"
},
"warning" : {
"type" : "long"
}
}
},
"background_flushing" : {
"properties" : {
"average" : {
"properties" : {
"ms" : {
"type" : "long"
}
}
},
"flushes" : {
"type" : "long"
},
"last" : {
"properties" : {
"ms" : {
"type" : "long"
}
}
},
"last_finished" : {
"type" : "date"
},
"total" : {
"properties" : {
"ms" : {
"type" : "long"
}
}
}
}
},
"connections" : {
"properties" : {
"available" : {
"type" : "long"
},
"current" : {
"type" : "long"
},
"total_created" : {
"type" : "long"
}
}
},
"extra_info" : {
"properties" : {
"heap_usage" : {
"properties" : {
"bytes" : {
"type" : "long"
}
}
},
"page_faults" : {
"type" : "long"
}
}
},
"journaling" : {
"properties" : {
"commits" : {
"type" : "long"
},
"commits_in_write_lock" : {
"type" : "long"
},
"compression" : {
"type" : "long"
},
"early_commits" : {
"type" : "long"
},
"journaled" : {
"properties" : {
"mb" : {
"type" : "long"
}
}
},
"times" : {
"properties" : {
"commits" : {
"properties" : {
"ms" : {
"type" : "long"
}
}
},
"commits_in_write_lock" : {
"properties" : {
"ms" : {
"type" : "long"
}
}
},
"dt" : {
"properties" : {
"ms" : {
"type" : "long"
}
}
},
"prep_log_buffer" : {
"properties" : {
"ms" : {
"type" : "long"
}
}
},
"remap_private_view" : {
"properties" : {
"ms" : {
"type" : "long"
}
}
},
"write_to_data_files" : {
"properties" : {
"ms" : {
"type" : "long"
}
}
},
"write_to_journal" : {
"properties" : {
"ms" : {
"type" : "long"
}
}
}
}
},
"write_to_data_files" : {
"properties" : {
"mb" : {
"type" : "long"
}
}
}
}
},
"local_time" : {
"type" : "date"
},
"memory" : {
"properties" : {
"bits" : {
"type" : "long"
},
"mapped" : {
"properties" : {
"mb" : {
"type" : "long"
}
}
},
"mapped_with_journal" : {
"properties" : {
"mb" : {
"type" : "long"
}
}
},
"resident" : {
"properties" : {
"mb" : {
"type" : "long"
}
}
},
"virtual" : {
"properties" : {
"mb" : {
"type" : "long"
}
}
}
}
},
"network" : {
"properties" : {
"in" : {
"properties" : {
"bytes" : {
"type" : "long"
}
}
},
"out" : {
"properties" : {
"bytes" : {
"type" : "long"
}
}
},
"requests" : {
"type" : "long"
}
}
},
"opcounters" : {
"properties" : {
"command" : {
"type" : "long"
},
"delete" : {
"type" : "long"
},
"getmore" : {
"type" : "long"
},
"insert" : {
"type" : "long"
},
"query" : {
"type" : "long"
},
"update" : {
"type" : "long"
}
}
},
"opcounters_replicated" : {
"properties" : {
"command" : {
"type" : "long"
},
"delete" : {
"type" : "long"
},
"getmore" : {
"type" : "long"
},
"insert" : {
"type" : "long"
},
"query" : {
"type" : "long"
},
"update" : {
"type" : "long"
}
}
},
"storage_engine" : {
"properties" : {
"name" : {
"type" : "keyword",
"ignore_above" : 1024
}
}
},
"uptime" : {
"properties" : {
"ms" : {
"type" : "long"
}
}
},
"version" : {
"type" : "keyword",
"ignore_above" : 1024
},
"write_backs_queued" : {
"type" : "boolean"
}
}
}
}
},
"mysql" : {
"properties" : {
"status" : {
"properties" : {
"aborted" : {
"properties" : {
"clients" : {
"type" : "long"
},
"connects" : {
"type" : "long"
}
}
},
"binlog" : {
"properties" : {
"cache" : {
"properties" : {
"disk_use" : {
"type" : "long"
},
"use" : {
"type" : "long"
}
}
}
}
},
"bytes" : {
"properties" : {
"received" : {
"type" : "long"
},
"sent" : {
"type" : "long"
}
}
},
"connections" : {
"type" : "long"
},
"created" : {
"properties" : {
"tmp" : {
"properties" : {
"disk_tables" : {
"type" : "long"
},
"files" : {
"type" : "long"
},
"tables" : {
"type" : "long"
}
}
}
}
},
"delayed" : {
"properties" : {
"errors" : {
"type" : "long"
},
"insert_threads" : {
"type" : "long"
},
"writes" : {
"type" : "long"
}
}
},
"flush_commands" : {
"type" : "long"
},
"max_used_connections" : {
"type" : "long"
},
"open" : {
"properties" : {
"files" : {
"type" : "long"
},
"streams" : {
"type" : "long"
},
"tables" : {
"type" : "long"
}
}
},
"opened_tables" : {
"type" : "long"
},
"threads" : {
"properties" : {
"cached" : {
"type" : "long"
},
"connected" : {
"type" : "long"
},
"created" : {
"type" : "long"
},
"running" : {
"type" : "long"
}
}
}
}
}
}
},
"nginx" : {
"properties" : {
"stubstatus" : {
"properties" : {
"accepts" : {
"type" : "long"
},
"active" : {
"type" : "long"
},
"current" : {
"type" : "long"
},
"dropped" : {
"type" : "long"
},
"handled" : {
"type" : "long"
},
"hostname" : {
"type" : "keyword",
"ignore_above" : 1024
},
"reading" : {
"type" : "long"
},
"requests" : {
"type" : "long"
},
"waiting" : {
"type" : "long"
},
"writing" : {
"type" : "long"
}
}
}
}
},
"postgresql" : {
"properties" : {
"activity" : {
"properties" : {
"application_name" : {
"type" : "keyword",
"ignore_above" : 1024
},
"backend_start" : {
"type" : "date"
},
"client" : {
"properties" : {
"address" : {
"type" : "keyword",
"ignore_above" : 1024
},
"hostname" : {
"type" : "keyword",
"ignore_above" : 1024
},
"port" : {
"type" : "long"
}
}
},
"database" : {
"properties" : {
"name" : {
"type" : "keyword",
"ignore_above" : 1024
},
"oid" : {
"type" : "long"
}
}
},
"pid" : {
"type" : "long"
},
"query" : {
"type" : "keyword",
"ignore_above" : 1024
},
"query_start" : {
"type" : "date"
},
"state" : {
"type" : "keyword",
"ignore_above" : 1024
},
"state_change" : {
"type" : "date"
},
"transaction_start" : {
"type" : "date"
},
"user" : {
"properties" : {
"id" : {
"type" : "long"
},
"name" : {
"type" : "keyword",
"ignore_above" : 1024
}
}
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"properties" : {
"failures" : {
"type" : "long"
},
"limit" : {
"properties" : {
"bytes" : {
"type" : "long"
}
}
},
"usage" : {
"properties" : {
"bytes" : {
"type" : "long"
},
"max" : {
"properties" : {
"bytes" : {
"type" : "long"
}
}
}
}
}
}
},
"mem" : {
"properties" : {
"failures" : {
"type" : "long"
},
"limit" : {
"properties" : {
"bytes" : {
"type" : "long"
}
}
},
"usage" : {
"properties" : {
"bytes" : {
"type" : "long"
},
"max" : {
"properties" : {
"bytes" : {
"type" : "long"
}
}
}
}
}
}
},
"memsw" : {
"properties" : {
"failures" : {
"type" : "long"
},
"limit" : {
"properties" : {
"bytes" : {
"type" : "long"
}
}
},
"usage" : {
"properties" : {
"bytes" : {
"type" : "long"
},
"max" : {
"properties" : {
"bytes" : {
"type" : "long"
}
}
}
}
}
}
},
"path" : {
"type" : "keyword",
"ignore_above" : 1024
},
"stats" : {
"properties" : {
"active_anon" : {
"properties" : {
"bytes" : {
"type" : "long"
}
}
},
"active_file" : {
"properties" : {
"bytes" : {
"type" : "long"
}
}
},
"cache" : {
"properties" : {
"bytes" : {
"type" : "long"
}
}
},
"hierarchical_memory_limit" : {
"properties" : {
"bytes" : {
"type" : "long"
}
}
},
"hierarchical_memsw_limit" : {
"properties" : {
"bytes" : {
"type" : "long"
}
}
},
"inactive_anon" : {
"properties" : {
"bytes" : {
"type" : "long"
}
}
},
"inactive_file" : {
"properties" : {
"bytes" : {
"type" : "long"
}
}
},
"major_page_faults" : {
"type" : "long"
},
"mapped_file" : {
"properties" : {
"bytes" : {
"type" : "long"
}
}
},
"page_faults" : {
"type" : "long"
},
"pages_in" : {
"type" : "long"
},
"pages_out" : {
"type" : "long"
},
"rss" : {
"properties" : {
"bytes" : {
"type" : "long"
}
}
},
"rss_huge" : {
"properties" : {
"bytes" : {
"type" : "long"
}
}
},
"swap" : {
"properties" : {
"bytes" : {
"type" : "long"
}
}
},
"unevictable" : {
"properties" : {
"bytes" : {
"type" : "long"
}
}
}
}
}
}
},
"path" : {
"type" : "keyword",
"ignore_above" : 1024
}
}
},
"cmdline" : {
"type" : "keyword",
"ignore_above" : 1024
},
"cpu" : {
"properties" : {
"start_time" : {
"type" : "date"
},
"system" : {
"type" : "long"
},
"total" : {
"properties" : {
"pct" : {
"type" : "scaled_float",
"scaling_factor" : 1000.0
},
"ticks" : {
"type" : "long"
}
}
},
"user" : {
"type" : "long"
}
}
},
"fd" : {
"properties" : {
"limit" : {
"properties" : {
"hard" : {
"type" : "long"
},
"soft" : {
"type" : "long"
}
}
},
"open" : {
"type" : "long"
}
}
},
"memory" : {
"properties" : {
"rss" : {
"properties" : {
"bytes" : {
"type" : "long"
},
"pct" : {
"type" : "scaled_float",
"scaling_factor" : 1000.0
}
}
},
"share" : {
"type" : "long"
},
"size" : {
"type" : "long"
}
}
},
"name" : {
"type" : "keyword",
"ignore_above" : 1024
},
"pgid" : {
"type" : "long"
},
"pid" : {
"type" : "long"
},
"ppid" : {
"type" : "long"
},
"state" : {
"type" : "keyword",
"ignore_above" : 1024
},
"username" : {
"type" : "keyword",
"ignore_above" : 1024
}
}
}
}
},
"tags" : {
"type" : "keyword",
"ignore_above" : 1024
},
"type" : {
"type" : "keyword",
"ignore_above" : 1024
},
"zookeeper" : {
"properties" : {
"mntr" : {
"properties" : {
"approximate_data_size" : {
"type" : "long"
},
"ephemerals_count" : {
"type" : "long"
},
"followers" : {
"type" : "long"
},
"hostname" : {
"type" : "keyword",
"ignore_above" : 1024
},
"latency" : {
"properties" : {
"avg" : {
"type" : "long"
},
"max" : {
"type" : "long"
},
"min" : {
"type" : "long"
}
}
},
"max_file_descriptor_count" : {
"type" : "long"
},
"num_alive_connections" : {
"type" : "long"
},
"open_file_descriptor_count" : {
"type" : "long"
},
"outstanding_requests" : {
"type" : "long"
},
"packets" : {
"properties" : {
"received" : {
"type" : "long"
},
"sent" : {
"type" : "long"
}
}
},
"pending_syncs" : {
"type" : "long"
},
"server_state" : {
"type" : "keyword",
"ignore_above" : 1024
},
"synced_followers" : {
"type" : "long"
},
"version" : {
"type" : "keyword",
"ignore_above" : 1024
},
"watch_count" : {
"type" : "long"
},
"znode_count" : {
"type" : "long"
}
}
}
}
}
}
}
},
"settings" : {
"index" : {
"refresh_interval" : "5s",
"number_of_shards" : "5",
"provided_name" : "metricbeat-2017.01.19",
"creation_date" : "1484784348447",
"number_of_replicas" : "1",
"uuid" : "Sph7xgSNR26bfyE1WBXtuw",
"version" : {
"created" : "5000099"
}
}
}
}
}
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