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Developers, Developers,...
DataStax Tools for Developers
Alex Popescu
2
© DataStax, All Rights Reserved.
1 End to end development
2 Tools for Analysis & Design
3 Tools for Data loading
4 Tools for Development
3
Development process
4
Analysis & Design
Starting on the right foot
Analysis & Design
• Architecture discussions and decisions
• Frameworks, libraries, and tools
• Data modeling
• Model validation
• Prototyping or proof of concepts
• Sample data
6
Data modeling
7
Working with schemas
8
Introducing DataStax DevCenter
9
• Free visual schema and query IDE
• Manage connections
• Visualize schemas
• Schema wizards
• Best CQL editor
• syntactic and semantic auto-completion
• real-time validations and quick fixes
Data loading for PoC/Prototypes
• Professional ETL tools
• Cassandra Loader
<https://github.com/brianmhess/cassandra-loader>
• DSE Graph Loader
<https://docs.datastax.com/en/latest-dse/datastax_enterprise/graph/dgl/
graphloaderTOC.html>
10
Introducing DataStax Studio for DSE Graph
11
• Intuitive web-based developer tool
DSE Graph
• querying
• exploring
• analyzing
• visualizing
• Notebook style
• Advanced Gremlin editor
• Various result type representations
• Pre-packaged visualization
What we got with the right tools
• Data model satisfying your requirements
• Schema scripts
• Easily recreate development or testing environments
• Test data
• CQL scripts of DataStax Studio Notebooks for validating & demoing
12
Development
The alchemy of coding, debugging, testing, tuning
© DataStax, All Rights Reserved.
DataStax Drivers
14
© DataStax, All Rights Reserved.
Goals of DataStax Drivers
• Consistent set of features across languages
• Asynchronous execution
• Automatic cluster discovery
• Connection pools and automatic reconnection
• Load balancing
• Fault tolerant
• Address resolution
• Flexible to the core
• Consistent terminology
• Cluster -> Session -> PreparedStatement & Statement -> Future or ResultSet
15
© DataStax, All Rights Reserved.
Other connectors
• ODBC driver with CQL connector
• ODBC & JDBC drivers for Spark
• Spark connector
• Kafka sink connector
16
© DataStax, All Rights Reserved.
How to choose a connector
• Native CQL connectors for application development
• Extracting data and/or aggregations
• ODBC driver with CQL connector for small aggregations on highly selective queries
• ODBC/JDBC for Spark for large aggregations or large extractions
17
© DataStax, All Rights Reserved.
Testing
• CCM
• set up local clusters
• CLI
• Docker images
• quickly test specific versions
18
• cassandra-unit
• embedded Apache Cassandra
• scassandra
• mock Apache Cassandra server
• admin REST API
© DataStax, All Rights Reserved.
Query debugging & profiling
19
DataStax DevCenter DataStax Studio for DSE Graph
Q&A
Thank you!
21
DataStax
Community

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Developers, DataStax Tools

  • 1. Developers, Developers,... DataStax Tools for Developers Alex Popescu
  • 2. 2
  • 3. © DataStax, All Rights Reserved. 1 End to end development 2 Tools for Analysis & Design 3 Tools for Data loading 4 Tools for Development 3
  • 5. Analysis & Design Starting on the right foot
  • 6. Analysis & Design • Architecture discussions and decisions • Frameworks, libraries, and tools • Data modeling • Model validation • Prototyping or proof of concepts • Sample data 6
  • 9. Introducing DataStax DevCenter 9 • Free visual schema and query IDE • Manage connections • Visualize schemas • Schema wizards • Best CQL editor • syntactic and semantic auto-completion • real-time validations and quick fixes
  • 10. Data loading for PoC/Prototypes • Professional ETL tools • Cassandra Loader <https://github.com/brianmhess/cassandra-loader> • DSE Graph Loader <https://docs.datastax.com/en/latest-dse/datastax_enterprise/graph/dgl/ graphloaderTOC.html> 10
  • 11. Introducing DataStax Studio for DSE Graph 11 • Intuitive web-based developer tool DSE Graph • querying • exploring • analyzing • visualizing • Notebook style • Advanced Gremlin editor • Various result type representations • Pre-packaged visualization
  • 12. What we got with the right tools • Data model satisfying your requirements • Schema scripts • Easily recreate development or testing environments • Test data • CQL scripts of DataStax Studio Notebooks for validating & demoing 12
  • 13. Development The alchemy of coding, debugging, testing, tuning
  • 14. © DataStax, All Rights Reserved. DataStax Drivers 14
  • 15. © DataStax, All Rights Reserved. Goals of DataStax Drivers • Consistent set of features across languages • Asynchronous execution • Automatic cluster discovery • Connection pools and automatic reconnection • Load balancing • Fault tolerant • Address resolution • Flexible to the core • Consistent terminology • Cluster -> Session -> PreparedStatement & Statement -> Future or ResultSet 15
  • 16. © DataStax, All Rights Reserved. Other connectors • ODBC driver with CQL connector • ODBC & JDBC drivers for Spark • Spark connector • Kafka sink connector 16
  • 17. © DataStax, All Rights Reserved. How to choose a connector • Native CQL connectors for application development • Extracting data and/or aggregations • ODBC driver with CQL connector for small aggregations on highly selective queries • ODBC/JDBC for Spark for large aggregations or large extractions 17
  • 18. © DataStax, All Rights Reserved. Testing • CCM • set up local clusters • CLI • Docker images • quickly test specific versions 18 • cassandra-unit • embedded Apache Cassandra • scassandra • mock Apache Cassandra server • admin REST API
  • 19. © DataStax, All Rights Reserved. Query debugging & profiling 19 DataStax DevCenter DataStax Studio for DSE Graph