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What%is%Cassandra?%
•  Apache Cassandra™ is a massively
scalable NoSQL database.
•  Cassandra is designed to handle big data
workloads across multiple data centers
with no single point of failure, providing
enterprises with continuous availability
without compromising performance.
Why%Cassandra%
•  Fast / Linear scalability
•  Elastic
•  No single point of failure
•  Very little moving parts
•  Enterprise / multi-data center / cloud data distribution
•  Location independence – read and write anywhere
•  Dynamic / Flexible data structure
•  Tunable data consistency (per operation)
•  Data compression
•  Cloud ready
•  Familiar SQL-Like language – CQL
•  Easy setup
•  No special hardware needed
•  No special caching layer needed
4% 2%
3%
1%
data1%
data1%
data2%
data2%
Network%Topology%
Data%Consistency%
•  Any%
•  One%
•  Quorum%
•  Local_Quorum%
•  Each_Quorum%
•  All%
Writes%
•  One%
•  Quorum%
•  Local_Quorum%
•  Each_Quorum%
•  All%
Reads%
Durable%Writes%
INSERT%INTO…%
Commit&log& memtable&
SSTable&
Data%Structure%
Keyspace:&Matrix&&&&&&replica7on_factor:&3&
Column%Family:%character_locaLons%
day1% morphius:<7meuuid>:&coordinates%neo:<7meuuid>:&coordinates%
day1:neo% <7meuuid>:&coordinates%
day1:morph% <7meuuid>:&coordinates% <7meuuid>:&coordinates%
<7meuuid>:&coordinates%
Column%Family:%character_informaLon%
neo% DOB:&2600H06H27%Actor:&Keanu&Reeves% email1:&Neo@matrix%
email2:&mr.anderson@vr.net%
Overview%of%DataStax%
•  Founded in April 2010
•  Commercial leader in Apache Cassandra™
•  300+ customers (including 20 of the Fortune 100)
•  100+ employees
•  Home to Apache Cassandra Chair & most
committers
•  Headquartered in San Mateo
•  Funded by prominent venture firms
DataStax%Enterprise%Architecture%
DataStax%Cassandra%
•  Kerberos%authenLcaLon%
•  Encrypted%data%at%rest%
•  AudiLng%
•  iSECpartners%validated%
<schema%name="wikipedia"%version="1.1">%
%<types>%
%%<fieldType%name="string"%class="solr.StrField"/>%
%%<fieldType%name="text"%class="solr.TextField">%
%%%%<analyzer><tokenizer%class="solr.WikipediaTokenizerFactory"/></analyzer>%
%%</fieldType>%
%</types>%
%<fields>%
%%%%<field%name="id"%%type="string"%indexed="true"%%stored="true"/>%
%%%%<field%name="name"%%type="text"%indexed="true"%%stored="true"/>%
%%%%<field%name="body"%%type="text"%indexed="true"%%stored="true"/>%
%%%%<field%name="Ltle"%%type="text"%indexed="true"%%stored="true"/>%
%%%%<field%name="date"%%type="string"%indexed="true"%%stored="true"/>%
%</fields>%
%<defaultSearchField>body</defaultSearchField>%
%<uniqueKey>id</uniqueKey>%
Searching%Data%
HTTP&
curl%"hZp://localhost:8983/solr/wiki.solr/select?%q=Ltle%3AnaLo%2A%20AND
%20Ltle%3A%5B2000%20TO%202010%5D"%%
&
&
CQL3&
use%wiki;%
select%Ltle%from%solr%where%solr_query='Ltle:naLo*%AND%Ltle:[2000%TO%2010]';%%
%
Workload%IsolaLon%
Solr%
C*%
C*%
C*%
C*%
Solr%
Solr%
Solr%
Solr%Queries%
Cassandra%Queries%
Hive%
•  {LEFT|RIGHT|FULL}%[OUTER]%JOIN%
•  GROUP%BY%
•  {SORT|DISTRIBUTE|CLUSTER|ORDER}%BY%
•  UNION%
•  Sub%Queries%
%
Hive%p>%Cassandra%Example%
DROP%TABLE%IF%EXISTS%StockHist;%
CREATE%EXTERNAL%TABLE%
StockHist(row_key%string,%column_name%string,%value%double)%
STORED%BY%'org.apache.hadoop.hive.cassandra.Cassand%raStorageHandler’%
WITH%SERDEPROPERTIES%("cassandra.ks.name"%=%"PorvolioDemo",%%
"cassandra.cf.validatorType"%=%"UTF8Type,UTF8Type,DoubleType"%);%%
%
Pig%
cassandra_data%=%LOAD%'cassandra://<keyspace>/<CF>'%%
USING%CassandraStorage()%AS%(name,%columns:%bag%{T:%tuple(score,%value)});%
%
total_scores%=%FOREACH%cassandra_data%GENERATE%name,%
COUNT(columns.score),%LongSum(columns.score)%as%total%PARALLEL%3;%
%
ordered_scores%=%ORDER%total_scores%BY%total%DESC%PARALLEL%3;%
%
STORE%ordered_scores%INTO%'cfs:///final_scores.txt'%USING%PigStorage();%
Workload%IsolaLon%
H*%
C*%
C*%
C*%
C*%
H*%
Solr%
Solr%
Solr%Queries%
Cassandra%Queries%
Hadoop%AnalyLcs%
Cassandra%Roadmap%
%
The matrixanddatastax2

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