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Simple CQL to Thrift Comparison in ruby
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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 |
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|
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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 | |
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source :rubygems | |
gem 'rake' | |
gem 'forgery' | |
gem 'cassandra-cql', :path => '../cassandra-cql' | |
gem 'cassandra', :path => '../cassandra' | |
gem 'perftools.rb' | |
gem 'rbtrace' |
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# 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 | |
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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) | |
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