Simple CQL to Thrift Comparison in ruby

cql_speed_comparison.rb

require 'bundler'
Bundler.require
require 'cassandra-cql'
require 'simple_uuid'
require 'cassandra/0.8'
require 'benchmark'
require 'json'

data = JSON.parse(IO.read("forgery.json"))
$emails = data['emails']
$texts = data['text']

def setup
  @cassandra_cql = CassandraCQL::Database.new('127.0.0.1:9160')

  begin
    @cassandra_cql.execute("DROP KEYSPACE Testing")
  rescue CassandraCQL::Error::InvalidRequestException => ex
  end

  @cassandra_cql.execute("CREATE KEYSPACE Testing WITH strategy_class='org.apache.cassandra.locator.SimpleStrategy' AND strategy_options:replication_factor=1")
  @cassandra_cql.execute("use Testing")

  begin
    @cassandra_cql.execute 'DROP COLUMNFAMILY wide_row_thrift'
  rescue CassandraCQL::Error::InvalidRequestException => ex
  end

  begin
    @cassandra_cql.execute 'DROP COLUMNFAMILY wide_row_cql'
  rescue CassandraCQL::Error::InvalidRequestException => ex
  end

  @cassandra_cql.execute "CREATE COLUMNFAMILY wide_row_cql (id uuid PRIMARY KEY)"
  @cassandra_cql.execute "CREATE COLUMNFAMILY wide_row_thrift (id uuid PRIMARY KEY)"

  begin
    @cassandra_cql.execute 'DROP COLUMNFAMILY narrow_row_thrift'
  rescue CassandraCQL::Error::InvalidRequestException => ex
  end

  begin
    @cassandra_cql.execute 'DROP COLUMNFAMILY narrow_row_cql'
  rescue CassandraCQL::Error::InvalidRequestException => ex
  end

  @cassandra_cql.execute "CREATE COLUMNFAMILY narrow_row_cql (id uuid PRIMARY KEY)"
  @cassandra_cql.execute "CREATE COLUMNFAMILY narrow_row_thrift (id uuid PRIMARY KEY)"
  setup_connections
end

def setup_connections
  @cassandra_thrift = Cassandra.new('Testing', "127.0.0.1:9160")
  @cassandra_cql = CassandraCQL::Database.new('127.0.0.1:9160', :keyspace => 'Testing')
end

def insert_narrow_row_cql(count = 1000)
  count.times do |i|
    values = [CassandraCQL::UUID.new]
    values.push *$emails[i]
    @cassandra_cql.execute("INSERT INTO narrow_row_cql (id, email, password, first_name, last_name) VALUES (?, ?, ?, ?, ?)", 
            *values)
  end
end

def insert_narrow_row_thrift(count = 1000)
  count.times do |i|
    em = $emails[i]
    @cassandra_thrift.insert(:narrow_row_thrift, SimpleUUID::UUID.new.to_s, 
                          { 'email' => em[0],
                            'password' => em[1],
                            'first_name' => em[2],
                            'last_name' => em[3]
                          }
                         )
  end
end

def insert_wide_row_cql(row_count, column_count)
  row_count.times do
    columns = [CassandraCQL::UUID.new]

    cql = "INSERT INTO wide_row_cql (id"
    column_count.times do |index|
      cql += ",'column_#{index.to_s.rjust(4,'0')}'"
      columns << $texts[index]
    end

    cql += ") VALUES (?#{',?' * column_count})"
    @cassandra_cql.execute(cql, *columns)
  end
end

def insert_wide_row_thrift(row_count, column_count)
  row_count.times do
    columns = {}
    column_count.times do |index|
      columns['column_' + index.to_s.rjust(4,'0')] = $texts[index]
    end

    @cassandra_thrift.insert(:wide_row_thrift, SimpleUUID::UUID.new.to_s, columns)
  end
end

def read_wide_row_cql
  rows_read = 0
  @cassandra_cql.execute("SELECT * FROM wide_row_cql").fetch{|row| rows_read += 1}
end

def read_wide_row_thrift
  rows_read = 0
  @cassandra_thrift.each(:wide_row_thrift, :count => 1000) {|row| rows_read += 1}
end

def read_narrow_row_cql
  rows_read = 0
  @cassandra_cql.execute("SELECT * FROM narrow_row_cql").fetch{|row| rows_read += 1}
end

def read_narrow_row_thrift
  rows_read = 0
  @cassandra_thrift.each(:narrow_row_thrift) {|row| rows_read += 1}
end

def benchmark_inserts
  Benchmark.bm(35)do|x|
    x.report("CQL      Insert 100 rows 1000 cols:") {insert_wide_row_cql(100, 1000)  }
    x.report("Thrift   Insert 100 rows 1000 cols:") {insert_wide_row_thrift(100, 1000)  }
    x.report("CQL Insert 1000 rows 5 cols:       ") {insert_narrow_row_cql(1000)  }
    x.report("Thrift Insert 1000 rows 5 cols:    ") {insert_narrow_row_thrift(1000)  }
  end
end

def benchmark_reads
  Benchmark.bm(35)do|x|
    x.report("CQL      Read  100 rows 1000 cols:") {read_wide_row_cql }
    x.report("Thrift         100 rows 1000 cols:") {read_wide_row_thrift }
    x.report("CQL      Read  1000 rows 5 cols:  ")    {read_narrow_row_cql }
    x.report("Thrift         1000 rows 5 cols:  ")    {read_narrow_row_thrift }
  end
end

if __FILE__ == $0
  setup
  setup_connections
  benchmark_inserts
  benchmark_reads

  #require 'perftools'
  #PerfTools::CpuProfiler.start("/tmp/read_wide_row_cql") do
  #  read_wide_row_cql
  #end
  #
  #require 'rbtrace'
  #while true
  #  read_wide_row_cql
  #end
end

forgery.json

{"emails":[["[email protected]","qXr0QjxrVKNb","Ralph","Harper"],["[email protected]","YAeYTG","Catherine","James"],["[email protected]","ZiSyYF","Marilyn","Jenkins"],["[email protected]","393fujb6s","Heather","Patterson"],["[email protected]","LzBo5rwzVGBl","Andrea","Franklin"],["[email protected]","sr3qf5qUIW","Kevin","Hart"],["[email protected]","XTkdpPosO","Benjamin","Parker"],["[email protected]","92qegQINW","Tammy","Collins"],["[email protected]","27ccooys8czG","Ronald","Roberts"],["[email protected]","pdenWLk","Mary","Romero"],["[email protected]","bQHycr7aTwz","Philip","Torres"],["[email protected]","DQ3pdUils","Adam","Fowler"],["[email protected]","Fk4lJhb","Ernest","Porter"],["[email protected]","nib8U4p","Wanda","Gutierrez"],["[email protected]","XUdd03DtEBE","Emily","Wright"],["[email protected]","nApjRv4ZtCe8","James","Martinez"],["[email protected]","fNRgNx5Ri","Albert","Moore"],["[email protected]","QictzyEfF","Christine","Jacobs"],["[email protected]","rW53VG6","Jennifer","Parker"],["[email protected]","QeHVTOZLd5X","Jimmy","James"],["[email protected]","fi9vJd88a3VD","Kelly","Dixon"],["[email protected]","cDuFKyCBdz4j","Judy","Harris"],["[email protected]","U3hr64d","Evelyn","Hansen"],["[email protected]","sLYABH","Matthew","Hansen"],["[email protected]","EXlBgWsZA","Mildred","Medina"],["[email protected]","nxMlqZDsdM","Albert","Stephens"],["[email protected]","vLhq9jr5z","Tammy","Baker"],["[email protected]","THiRdXwtsop","Samuel","Davis"],["[email protected]","3NBBhlb5kAzP","Shirley","Morris"],["[email protected]","4aEJBFfaAZ7","Cheryl","Jenkins"],["[email protected]","XIzzW10S","Jonathan","Collins"],["[email protected]","voIQE78","Lawrence","Graham"],["[email protected]","Wd3hBawu","Russell","Cook"],["[email protected]","VJIbbrt","Nancy","Chapman"],["[email protected]","KZVJROKTr","Russell","Williams"],["[email protected]","5ibxaMctV","Sarah","Chapman"],["[email protected]","BMjaJQYl","Stephanie","Baker"],["[email protected]","vqSZ6W7","Jacqueline","Porter"],["[email protected]","MMyTKk7","Dennis","Fowler"],["[email protected]","tWY1gtGlt","Bonnie","Murphy"],["[email protected]","gFV9zBiVn","Nicholas","Reed"],["[email protected]","hBBRyEpXI","Carol","Bradley"],["[email protected]","hbbXy1","Howard","Shaw"],["[email protected]","uwgTGiJkXz","Doris","Reynolds"],["[email protected]","LtfFqD","Diane","Richards"],["[email protected]","5UtZbC76v2bJ","Jennifer","Wheeler"],["[email protected]","h31yVEsUdu","Willie","Freeman"],["[email protected]","q4wNcU","Deborah","Matthews"],["[email protected]","dSu93Q5","George","Hawkins"],["[email protected]","iTSW6b1H","John","Nelson"],["[email protected]","rLtlxeh9","Amy","Black"],["[email protected]","tpf2LcdJwRl","Janet","Reynolds"],["[email protected]","OnA6oumzv8dt","David","Gray"],["[email protected]","fkmHjBw","Albert","Moore"],["[email protected]","iy1bN2","Patricia","Barnes"],["[email protected]","dIE39gf8d3","Joe","Hunt"],["[email protected]","5BYxJpaKC","Lillian","Clark"],["[email protected]","92QkmHKx","Susan","Robinson"],["[email protected]","W1MDzXrvQhvt","Alice","Mcdonald"],["[email protected]","vURsyP","Kevin","Snyder"],["[email protected]","jQwsXyeMDx","Janice","Watkins"],["[email protected]","wGkX7rcB9X","Arthur","Mitchell"],["[email protected]","hOZT0ZaLy","Diane","Davis"],["[email protected]","wtKMyXxBpW","Judith","Hanson"],["[email protected]","QeHTpqO","Martha","Carr"],["[email protected]","Xs4591Uh","Jerry","White"],["[email protected]","WHw5kcMDZd8","Gerald","Barnes"],["[email protected]","Ahn7WmpBCdWK","Cynthia","Tucker"],["[email protected]","PZ2pboOLka8","Roger","Moore"],["[email protected]","udU4ezTXaWvH","Brandon","Nguyen"],["[email protected]","CjWjoM","Susan","Payne"],["[email protected]","SedtsV7","Jimmy","Walker"],["[email protected]","eqBRaZ","Scott","Morgan"],["[email protected]","eO7J7b7gTxT","Harold","Bailey"],["[email protected]","PYGzj7","Donald","Rodriguez"],["[email protected]","OweDhc","Alice","Ferguson"],["[email protected]","LjXfDhEINFDj","Bruce","Campbell"],["[email protected]","MQWdGG6zkWZ","Betty","Allen"],["[email protected]","vvWcvxW5R","Mildred","Owens"],["[email protected]","GJTmRwA","Paula","Burke"],["[email protected]","MADtInEO","Andrew","Hawkins"],["[email protected]","PJ0IXWXgkG","Cynthia","Marshall"],["[email protected]","UhLzpGt","Michael","Lawrence"],["[email protected]","3VKBDt0Y3wW","Joyce","Phillips"],["[email protected]","LNVFyvRSGmU","James","Williams"],["[email protected]","gqKbiQC5bG","Catherine","Woods"],["[email protected]","CtWRjiHHuxYP","Louise","Wallace"],["[email protected]","I0YVNYJ5o","Judith","Morales"],["[email protected]","Cw3lhDr","Joe","Peters"],["[email protected]","zLSuhVC","Fred","Nelson"],["[email protected]","uJNaeDGef","Joseph","Berry"],["[email protected]","f4hIoCh","James","James"],["[email protected]","WsG4T2vY","Virginia","Ryan"],["[email protected]","XhThTm","Sarah","Myers"],["[email protected]","A0L9gV8y8","Martha","Lawrence"],["[email protected]","afOYdJ3IaRRX","Tod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forgery_generation.rb

require 'bundler'
Bundler.require
require 'forgery'

emails = []
1000.times do
  emails << [Forgery(:internet).email_address, Forgery(:basic).password,
    Forgery(:name).first_name, Forgery(:name).last_name]
end

texts = []
1000.times do
  texts << Forgery(:basic).text
end

require 'json'
File.open("forgery.json", "w") do |io|
  io << {:emails => emails, :text => texts}.to_json
end

Gemfile

source :rubygems

gem 'rake'
gem 'forgery'
gem 'cassandra-cql', :path => '../cassandra-cql'
gem 'cassandra', :path => '../cassandra'

gem 'perftools.rb'
gem 'rbtrace'

output.txt

# ruby cql_speed_comparison.rb  
                                                                                                                                                                                                                
                                         user     system      total        real
CQL      Insert 100 rows 1000 cols:  7.640000   0.080000   7.720000 (  9.216009)
Thrift   Insert 100 rows 1000 cols: 11.690000   0.140000  11.830000 ( 12.782685)
CQL Insert 1000 rows 5 cols:         0.500000   0.050000   0.550000 (  1.246638)
Thrift Insert 1000 rows 5 cols:      0.730000   0.050000   0.780000 (  1.265024)

                                         user     system      total        real
CQL      Read  100 rows 1000 cols:   3.260000   0.030000   3.290000 (  3.862104)
Thrift         100 rows 1000 cols:   4.540000   0.060000   4.600000 (  4.999242)
CQL      Read  1000 rows 5 cols:     0.160000   0.000000   0.160000 (  0.187445)
Thrift         1000 rows 5 cols:     0.240000   0.010000   0.250000 (  0.292730)

# technoweenie

## WITH FORGERY

CQL      Insert 100 rows 1000 cols:   4.890000   0.030000   4.920000 (  5.358919)
Thrift   Insert 100 rows 1000 cols:   9.050000   0.040000   9.090000 (  9.304115)
CQL Insert 1000 rows 5 cols:          0.350000   0.030000   0.380000 (  0.674745)
Thrift Insert 1000 rows 5 cols:       0.580000   0.040000   0.620000 (  0.925563)
                                          user     system      total        real
CQL      Read  100 rows 1000 cols:    2.180000   0.010000   2.190000 (  2.315632)
Thrift         100 rows 1000 cols:    3.020000   0.020000   3.040000 (  3.136465)
CQL      Read  1000 rows 5 cols:      0.110000   0.000000   0.110000 (  0.131341)
Thrift         1000 rows 5 cols:      0.010000   0.000000   0.010000 (  0.014766)

## WITHOUT FORGERY

CQL      Insert 100 rows 1000 cols:   1.190000   0.020000   1.210000 (  1.582572)
Thrift   Insert 100 rows 1000 cols:   5.600000   0.020000   5.620000 (  5.857047)
CQL Insert 1000 rows 5 cols:          0.230000   0.030000   0.260000 (  0.471141)
Thrift Insert 1000 rows 5 cols:       0.480000   0.040000   0.520000 (  0.668661)
                                          user     system      total        real
CQL      Read  100 rows 1000 cols:    2.210000   0.000000   2.210000 (  2.307815)
Thrift         100 rows 1000 cols:    3.060000   0.020000   3.080000 (  3.175320)
CQL      Read  1000 rows 5 cols:      0.120000   0.000000   0.120000 (  0.128986)
Thrift         1000 rows 5 cols:      0.010000   0.000000   0.010000 (  0.014461)

## PYTHON

Insert 100 rows 1000 cols: 1.278700
Insert 1000 rows 5 cols: 0.341874
Read all of the rows (wide, then narrow): 0.133715
Read all of the rows (wide, then narrow): 0.104260

pycassa_bench.py

import uuid
import time
import json

import pycassa
from pycassa.system_manager import SystemManager
from pycassa.pool import ConnectionPool
from pycassa.columnfamily import ColumnFamily

keyspace = "pyTesting"

def setup():
    sys = SystemManager("127.0.0.1:9160")
    try:
        sys.drop_keyspace(keyspace)
    except pycassa.cassandra.c10.ttypes.InvalidRequestException:
        pass

    sys.create_keyspace(keyspace, 'SimpleStrategy', {'replication_factor': '1'})
    sys.create_column_family(keyspace, "wide_row",
        comparator_type='UTF8Type',
        default_validation_class='UTF8Type',
        key_validation_class="UUIDType")
    sys.create_column_family(keyspace, "narrow_row",
        comparator_type='UTF8Type',
        default_validation_class='UTF8Type',
        key_validation_class="UUIDType")

def insert_wide_rows(cf, texts):
    """Insert 100 rows 1000 cols"""
    for _ in xrange(100):
        values = {}
        for index in xrange(1000):
            values["column_%04d" % index] = texts[index]
        cf.insert(uuid.uuid1(), values)

def insert_narrow_rows(cf, emails):
    """Insert 1000 rows 5 cols"""
    for index in xrange(1000):
        em = emails[index]
        cf.insert(uuid.uuid1(), {
            "email": em[0], "password": em[1],
            "first_name": em[2], "last_name": em[3]})

def read_rows(cf):
    """Read all of the rows (wide, then narrow)"""
    rows_read = 0
    for row in cf.get_range():
        rows_read += 1

if __name__ == "__main__":
    setup()

    with open('forgery.json', 'r') as io:
        data = json.loads(io.read())

    texts = data['text']
    emails = data['emails']

    pool = ConnectionPool(keyspace)
    narrow_cf = ColumnFamily(pool, "narrow_row")
    wide_cf = ColumnFamily(pool, "wide_row")

    glob = globals()
    for (method, args) in (
            ("insert_wide_rows", (wide_cf, data['text'])),
            ("insert_narrow_rows", (narrow_cf, data['emails'])),
            ("read_rows", (wide_cf,)),
            ("read_rows", (narrow_cf,))):
        
        meth = glob[method]
        start = time.time()
        meth(*args)
        print "%s: %f" % (meth.__doc__, time.time()-start)