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C* Keys: Partitioning, Clustering, & CrossFit
Adam Hutson - Data Architect, DataScale Inc.
© DataStax, All Rights Reserved.
Who am I & What do we do?
2
Adam Hutson
Data Architect @ DataScale -> www.datascale.io
DataStax MVP for Apache Cassandra
DataScale provides hosted data platforms as a service
Offering Cassandra & Spark, with more to come
Currently hosted in Amazon & Azure
Overview
© DataStax, All Rights Reserved.
1 Why
2 Partition
3 Partition Key
4 Composite Partition Key
5 Clustering Columns
4
© DataStax, All Rights Reserved.
Why give this presentation?
Partitioning & Clustering should be the foundation.
Too often glossed over.
Has the biggest impact to performance of the cluster
5
Partition
© DataStax, All Rights Reserved.
Partition Explained
• Token values can range from -263 to 263-1.
• Nodes in the cluster/ring are assigned a single
token.
• A node is responsible for the token value and
expands to the previous node’s token.
• A Partitioner decides where a partition key
maps onto the cluster/ring.
7
Node #3 is responsible for tokens
from -1844674407370955162
to -5534023222112865485
© DataStax, All Rights Reserved.
Partition Explained
8
Partition Key
© DataStax, All Rights Reserved.
Partition Key Explained
The Partition Key is:
• responsible for distribution of data amongst the nodes
• the first column defined in the PRIMARY KEY
10
© DataStax, All Rights Reserved.
Partition Key Explained
11
© DataStax, All Rights Reserved.
Partition Key Explained
12
Composite Partition Key
© DataStax, All Rights Reserved.
Composite Partition Key Explained
Using multiple columns for the token hash value.
14
© DataStax, All Rights Reserved.
Composite Partition Key Explained
15
© DataStax, All Rights Reserved.
Composite Partition Key Explained
16
Clustering Columns
© DataStax, All Rights Reserved.
Clustering Columns Explained
Clustering Columns are:
• responsible for sorting within the partition
• any column added to the Primary Key, past
the first column
18
© DataStax, All Rights Reserved.
Clustering Columns Explained
Can be used for Hierarchical structured data.
19
© DataStax, All Rights Reserved.
Clustering Columns Explained
Can be used for Time Series structured data.
CREATE TABLE member_log
( member text,
workout_date timestamp,
workout_duration text,
PRIMARY KEY (member, workout_date)
) WITH CLUSTERING ORDER BY (workout_date DESC);
20
© DataStax, All Rights Reserved.
Clustering Columns Explained
21
Thank You!
Questions?
Adam Hutson @AdamHutson
adam@datascale.io @DataScaleInc

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C* Keys: Partitioning, Clustering, & CrossFit (Adam Hutson, DataScale) | Cassandra Summit 2016

  • 1. C* Keys: Partitioning, Clustering, & CrossFit Adam Hutson - Data Architect, DataScale Inc.
  • 2. © DataStax, All Rights Reserved. Who am I & What do we do? 2 Adam Hutson Data Architect @ DataScale -> www.datascale.io DataStax MVP for Apache Cassandra DataScale provides hosted data platforms as a service Offering Cassandra & Spark, with more to come Currently hosted in Amazon & Azure
  • 4. © DataStax, All Rights Reserved. 1 Why 2 Partition 3 Partition Key 4 Composite Partition Key 5 Clustering Columns 4
  • 5. © DataStax, All Rights Reserved. Why give this presentation? Partitioning & Clustering should be the foundation. Too often glossed over. Has the biggest impact to performance of the cluster 5
  • 7. © DataStax, All Rights Reserved. Partition Explained • Token values can range from -263 to 263-1. • Nodes in the cluster/ring are assigned a single token. • A node is responsible for the token value and expands to the previous node’s token. • A Partitioner decides where a partition key maps onto the cluster/ring. 7 Node #3 is responsible for tokens from -1844674407370955162 to -5534023222112865485
  • 8. © DataStax, All Rights Reserved. Partition Explained 8
  • 10. © DataStax, All Rights Reserved. Partition Key Explained The Partition Key is: • responsible for distribution of data amongst the nodes • the first column defined in the PRIMARY KEY 10
  • 11. © DataStax, All Rights Reserved. Partition Key Explained 11
  • 12. © DataStax, All Rights Reserved. Partition Key Explained 12
  • 14. © DataStax, All Rights Reserved. Composite Partition Key Explained Using multiple columns for the token hash value. 14
  • 15. © DataStax, All Rights Reserved. Composite Partition Key Explained 15
  • 16. © DataStax, All Rights Reserved. Composite Partition Key Explained 16
  • 18. © DataStax, All Rights Reserved. Clustering Columns Explained Clustering Columns are: • responsible for sorting within the partition • any column added to the Primary Key, past the first column 18
  • 19. © DataStax, All Rights Reserved. Clustering Columns Explained Can be used for Hierarchical structured data. 19
  • 20. © DataStax, All Rights Reserved. Clustering Columns Explained Can be used for Time Series structured data. CREATE TABLE member_log ( member text, workout_date timestamp, workout_duration text, PRIMARY KEY (member, workout_date) ) WITH CLUSTERING ORDER BY (workout_date DESC); 20
  • 21. © DataStax, All Rights Reserved. Clustering Columns Explained 21
  • 22. Thank You! Questions? Adam Hutson @AdamHutson adam@datascale.io @DataScaleInc