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6 Février 2018
Introduction à la base de données NoSQL
Apache Cassandra
Nicolas MENOUX
Chief Data Technology Officer
From RDBMS to NoSQL
1970-… 2000-…
NoSQL genesis
#nosql mouvement in 2009
Johan Oskarsson
NoSQL a new paradigm
• Large Volume of Data
• Fast concurrent users queries
• Dynamic schemas (schema less)
• Auto-sharding
• Replication
• Horizontally Scalable
• Eventually consistent
Eventually Consistent
CAP Theorem (only 2 of 3)
No more relations !
NoSQL databases
A good blend !
• Peer-to-Peer
• Key-Value pairs
• Tunable consistency
• Wide rows
• Fast write throughput
July 2008
Google code
2007
2006
Cassandra characteristics
February 2010
75 000 nodes
10 PB
Cassandra in Production
2 500 nodes
420 PB
1 000 000 000 000 reqs / day
11 500 000 reqs / sec100 nodes
250 PB
Multi-Datacenter Cassandra on Raspberry Pi's
http://blablatech.com/blog/cassandra-gets-in-blablacar
Fault tolerance : Data Replication
Built-in WAN sync
How Cassandra stores data (nodes & vnodes)
Hash(partition key) =
Data Model
SELECT id, age FROM users WHERE id=xxx
Data Models
SELECT age, count(*) FROM users GROUP By age
SELECT id, nom FROM users JOIN names ON users.id = names.id
…
NOSQL = From Query to Data Model
Data Model : Column oriented
Cassandra : Data types
Primary Key
Cassandra : Primary keys
Compound primary key
Composite partition key
Cassandra Query Language : CQL
TTL :
Timestamp :
Performance : Linear scalability
Write path
flush
Last Write Win (LWW)
Last Write Win (LWW)
Compactions
Compaction Strategies
SizeTieredCompactionStrategy (STCS)
LeveledCompactionStrategy (LCS)
TimeWindowCompactionStrategy (TWCS)
DateTieredCompactionStrategy (DTCS)
Tunable consistency
Write consistency (RF=3, ONE)
Write consistency (RF=3, QUORUM)
Multi-DC
Delay
Alternative
LOCAL_QUORUM
Read consistency : (RF=3, QUORUM)
Background node repair : read_repair_chance (10%)
Read consistency : (RF=3, LOCAL_QUORUM)
Conclusion
Cassandra is … Not a general purpose solution
But very good in
Scalability
Write(/Read) performance
NoSPoF
DataModel
Multi-DC native
Spark Integration
TimeSeries Data
https://academy.datastax.com
Q&A
sudo apt-get update
sudo apt-get upgrade
sudo apt-get install default-jdk
echo "deb http://www.apache.org/dist/cassandra/debian 311x main" | sudo tee -a /etc/apt/sources.list.d/cassandra.sources.list
sudo apt-key adv --keyserver pool.sks-keyservers.net --recv-key A278B781FE4B2BDA
sudo apt-get update
sudo apt-get install cassandra
sudo systemctl start cassandra.service
Ubuntu
docker run --name cassandra-server -d cassandra
sleep 20
docker run -it --link cassandra-server:cassandra --rm cassandra cqlsh cassandra
Docker

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