Presto is a distributed SQL engine, which launches coordinator and worker servers to process distributed queries in a cluster. We need to monitor the states of these coordinators/workers. Presto::Metrics is a library for accessing these states from Ruby.
Presto provides REST API for accessing JMX properties. Presto::Metrics accesses this REST API to extract JMX property values.
Add this line to your application's Gemfile:
gem 'presto-metrics'And then execute:
$ bundle
Or install it yourself as:
$ gem install presto-metrics
require 'presto/metrics'
client = Presto::Metrics::Client.new # Access to http://localhost:8080 in default
# Alternatively, you can specify the host name and port number to use
client = Presto::Metrics::Client.new(:host => "localhost", :port=>8080)
client.os_metrics
# => {:open_file_descriptor_count=>360, :max_file_descriptor_count=>10240, :committed_virtual_memory_size=>18683629568, :total_swap_space_size=>2147483648, :free_swap_space_size=>1132986368, :process_cpu_time=>240244441000, :free_physical_memory_size=>2088931328, :total_physical_memory_size=>17179869184, :system_cpu_load=>0.044989775051124746, :process_cpu_load=>0.002293214043176635, :name=>"Mac OS X", :version=>"10.9.4", :available_processors=>8, :arch=>"x86_64", :system_load_average=>2.0537109375, :object_name=>"java.lang:type=OperatingSystem"}
# This is equivalent to write as follows
client.get_metrics("java.lang:type=OperatingSystem")
# Retrieve a specific set of parameters
client.query_manager_metrics(["executor.active_count", "executor.completed_task_count"])
# => {:"executor.active_count"=>0, :"executor.completed_task_count"=>0}
client.os_metrics([:system_load_average, :free_physical_memory_size])
#=> {:free_physical_memory_size=>3690512384, :system_load_average=>2.33056640625}
# Path queries
client.path("os:physical_memory_size")
# => {"free_physical_memory_size"=>55034294272}
# You can use comma-separated list of path queries
client.path("memory:heap_memory_usage/used,non_heap_memory_usage/used")
# => {"heap_memory_usage/used"=>926714864, "non_heap_memory_usage/used"=>108948488}
# Retrieve standard metrics
client.memory_usage_metrics # java.lang:Type=Memory
client.os_metrics # java.lang:type=OperatingSystm
client.gc_cms_metrics # java.lang:type=GarbageCollector,name=ConcurrentMarkSweep
client.gc_parnew_metrics # java.lang:type=GarbageCollector,name=ParNew
client.gc_g1_metrics # java.lang:type=GarbageCollector,name=G1 Young Generation and G1 Old Genration
client.query_manager_metrics # com.facebook.presto.execution:name=QueryManager
client.query_execution_metrics # com.facebook.presto.execution:name=QueryExecution
client.node_scheduler_metrics # com.facebook.presto.execution:name=NodeScheduler
client.task_executor_metrics # com.facebook.presto.execution:name=TaskExecutor
client.task_manager_metrics # com.facebook.presto.execution:name=TaskManager
client.cluster_memory_manager_metrics # com.facebook.presto.memory:name=ClusterMemoryManager
# Memory resource manager metrics (since Presto 0.103)
client.memory_pool_metrics
=> {"general"=>{"free_bytes"=>59700045415, "max_bytes"=>59700045415}, "reserved"=>{"free_bytes"=>2147483648, "max_bytes"=>2147483648}}
client.cluster_memory_pool_metrics
=> {"general"=>{"blocked_nodes"=>0, "free_distributed_bytes"=>116833832981, "nodes"=>4, "queries"=>8, "total_distributed_bytes"=>131855495989},
"reserved"=>{"blocked_nodes"=>0, "free_distributed_bytes"=>15032385536, "nodes"=>4, "queries"=>0, "total_distributed_bytes"=>15032385536}}
# Retrieve presto worker metrics
pp client.node_metrics
[{"host"=>"xxx.xxx.xxx.xxx",
"uri"=>"http://xxx.xxx.xxx.xxx:8080",
"recent_requests"=>120.00277776491774,
"recent_failures"=>0.0,
"recent_successes"=>120.0027781973587,
"last_request_time"=>"2015-03-19T03:27:23.242Z",
"last_response_time"=>"2015-03-19T03:27:23.243Z",
"recent_failure_ratio"=>0.0,
"age"=>"38.56m",
"recent_failures_by_type"=>{}},
{"host"=>"yyy.yyy.yyy.yyy",
"uri"=>"http://yyy.yyy.yyy.yyy:8080",
"recent_requests"=>120.00277776491774,
"recent_failures"=>0.0,
"recent_successes"=>120.0027777649236,
"last_request_time"=>"2015-03-19T03:27:23.242Z",
"last_response_time"=>"2015-03-19T03:27:23.243Z",
"recent_failure_ratio"=>0.0,
"age"=>"38.56m",
"recent_failures_by_type"=>{}}]
# Garbage Collection metrics
pp client.gc_g1_metrics
{"g1_old_generation"=>
{"last_gc_info"=>
{"gc_thread_count"=>28,
"duration"=>478,
"end_time"=>9530,
"id"=>3,
"memory_usage_after_gc"=>
{"g1_survivor_space"=>{"committed"=>0, "init"=>0, "max"=>-1, "used"=>0},
"metaspace"=>
{"committed"=>60444672, "init"=>0, "max"=>-1, "used"=>56490104},
"g1_old_gen"=>
{"committed"=>134217728,
"init"=>1895825408,
"max"=>103079215104,
"used"=>75768752},
"g1_eden_space"=>
{"committed"=>134217728, "init"=>117440512, "max"=>-1, "used"=>0},
"code_cache"=>
{"committed"=>28114944,
"init"=>2555904,
"max"=>314572800,
"used"=>27676416}},
"memory_usage_before_gc"=>
{"g1_survivor_space"=>
{"committed"=>33554432, "init"=>0, "max"=>-1, "used"=>33554432},
"metaspace"=>
{"committed"=>60444672, "init"=>0, "max"=>-1, "used"=>56829560},
"g1_old_gen"=>
{"committed"=>234881024,
"init"=>1895825408,
"max"=>103079215104,
"used"=>10082520},
"g1_eden_space"=>
{"committed"=>402653184,
"init"=>117440512,
"max"=>-1,
"used"=>318767104},
"code_cache"=>
{"committed"=>28114944,
"init"=>2555904,
"max"=>314572800,
"used"=>27676416}},
"start_time"=>9052},
"collection_count"=>3,
"collection_time"=>1624,
"memory_pool_names"=>["G1 Eden Space", "G1 Survivor Space", "G1 Old Gen"],
"valid"=>true,
"name"=>"G1 Old Generation",
"object_name"=>"java.lang:type=GarbageCollector,name=G1 Old Generation"},
"g1_young_generation"=>
{"last_gc_info"=>
{"gc_thread_count"=>28,
"duration"=>26,
"end_time"=>7034504,
"id"=>145,
"memory_usage_after_gc"=>
{"g1_survivor_space"=>
{"committed"=>100663296, "init"=>0, "max"=>-1, "used"=>100663296},
"metaspace"=>
{"committed"=>73138176, "init"=>0, "max"=>-1, "used"=>67016896},
"g1_old_gen"=>
{"committed"=>5989466112,
"init"=>1895825408,
"max"=>103079215104,
"used"=>3212283664},
"g1_eden_space"=>
{"committed"=>9512681472, "init"=>117440512, "max"=>-1, "used"=>0},
"code_cache"=>
{"committed"=>63045632,
"init"=>2555904,
"max"=>314572800,
"used"=>62560832}},
"memory_usage_before_gc"=>
{"g1_survivor_space"=>
{"committed"=>83886080, "init"=>0, "max"=>-1, "used"=>83886080},
"metaspace"=>
{"committed"=>73138176, "init"=>0, "max"=>-1, "used"=>67016896},
"g1_old_gen"=>
{"committed"=>5771362304,
"init"=>1895825408,
"max"=>103079215104,
"used"=>3206420472},
"g1_eden_space"=>
{"committed"=>9747562496,
"init"=>117440512,
"max"=>-1,
"used"=>9277800448},
"code_cache"=>
{"committed"=>63045632,
"init"=>2555904,
"max"=>314572800,
"used"=>62560832}},
"start_time"=>7034478},
"collection_count"=>145,
"collection_time"=>8946,
"memory_pool_names"=>["G1 Eden Space", "G1 Survivor Space"],
"valid"=>true,
"name"=>"G1 Young Generation",
"object_name"=>"java.lang:type=GarbageCollector,name=G1 Young Generation"}}
# Retrieve the JSON representation of JMX properties
client.get_mbean_json("java.lang:Type=Memory")
# Pretty print
require 'pp'
pp c.memory_usage_metrics
#{
# "verbose": false,
# "object_pending_finalization_count": 0,
# "heap_memory_usage": {
# "committed": 259522560,
# "init": 268435456,
# "max": 14962655232,
# "used": 84478072
# },
# "non_heap_memory_usage": {
# "committed": 163250176,
# "init": 159842304,
# "max": 471859200,
# "used": 53369528
3 },
# "object_name": "java.lang:type=Memory"
#}- Fork it ( https://github.com/xerial/presto-metrics/fork )
- Create your feature branch (
git checkout -b my-new-feature) - Commit your changes (
git commit -am 'Add some feature') - Push to the branch (
git push origin my-new-feature) - Create a new Pull Request
To develop presto-metrics
$ bundle exec irb -I lib -r presto/metrics.rb
irb> client = Presto::Metrics::Client.new(:host => "ec2-54-205-192-36.compute-1.amazonaws.com", :port=>8080)
# reload modified code
irb> load "presto/metrics/client.rb"