Building powerful apps with ArangoDB & KeyLines
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The document discusses the integration of ArangoDB, a multi-model NoSQL database, with Keylines, a graph visualization tool, to enhance application development for managing complex data. It highlights the benefits of using a single query language across multiple data models, leading to increased productivity and reduced operational costs. The presentation also outlines the architectural setup for utilizing both technologies and provides examples of their use cases in various domains such as real-time analytics and security.
Building powerful apps with ArangoDB & KeyLines
- 1. Building Powerful Apps with KeyLines & ArangoDB Christian Miles & Luca Olivari - September 2017
- 2. Introductions Christian Miles - Technical Sales Manager - Cambridge Intelligence Since completing his Masters in Maths & Computer Science at Bristol University, Christian has specialized in network visualization software for global enterprise deployment. In his roles at BAE Systems and the Wynyard Group, Christian’s focus has been applying graph network analysis in Financial Crime, Cyber and Law Enforcement domains. Luca Olivari - President - ArangoDB Luca Olivari is a software executive and advisor with almost two decades of experience. Before running the international Business Development and Strategy at MongoDB, he led the MySQL Sales Consulting across EMEA at Oracle. Prior to joining ArangoDB, Luca served as Chief Data Officer at ContactLab, a leading engagement marketing cloud provider.
- 3. Agenda ○ Introductions ○ ArangoDB & the multi-model approach ○ Why ArangoDB? ○ Why visualize graphs? ○ Visualizing an IT Network with KeyLines & ArangoDB ○ How to integrate the two technologies ○ Q&A - submit your questions with the GoToWebinar panel
- 4. Copyright © ArangoDB GmbH, 2017 - Confidential + + 1 Building powerful apps with ArangoDB & KeyLines
- 5. Copyright © ArangoDB GmbH, 2017 - Confidential ArangoDB is the fastest-growing native multi-model NoSQL database. It combines the power of graphs, with JSON documents and a key-value store and makes all your data-models accessible with a single elegant declarative query language.
- 6. Copyright © ArangoDB GmbH, 2017 - Confidential Our mission: Improve the productivity of every developer on earth
- 7. Copyright © ArangoDB GmbH, 2017 - Confidential Tame Complexity (eg Modern Ecommerce App) 4 Different Query Languages to Learn Many Databases to Administer Complex Code Base Increased Costs Productivity Hindered One Query Language to Learn One Database to Administer Streamlined Code Base Lower Total Cost of Ownership Improved Productivity Shopping Cart Product Catalog Recommendation Transactions Shopping Cart Product Catalog Recommendation Transactions
- 8. Copyright © ArangoDB GmbH, 2017 - Confidential Product Positioning RelationshipComplexity Data Complexity 5 Graph Relational Document Columnar Key Value
- 9. Copyright © ArangoDB GmbH, 2017 - Confidential ‣ Significant savings due to developer/ ops productivity and lower software and hardware costs ‣ Reduced time to market with a single core and query language to learn ‣ Further improvement in scalability and security due to ArangoDB Enterprise Improve Efficiency and Reduce Costs ArangoDB Polyglot Savings Developer Costs US$120.000 US$360.000 66,67% Operational Costs US$10.000 US$20.000 50,00% Licenses US$36.000 US$108.000 66,67% Hardware US$15.000 US$60.000 75,00% Total US$181.000 US$548.000 66,97% 6
- 10. Copyright © ArangoDB GmbH, 2017 - Confidential ‣ For a native multi-model database a common query language for all data- models is crucial ‣ AQL aims to be human-readable ‣ Easy to understand for anyone with a SQL background ‣ Same language for all clients and a vast choice of language bindings Popular Connectors and SQL-like Querying 7 SELECT orders.customer_id, MIN(orders.amount) FROM orders GROUP BY orders.customer_id FOR o IN orders COLLECT id = o.customer_id AGGREGATE min = MIN(o.amount) RETURN { id, min }
- 11. Copyright © ArangoDB GmbH, 2017 - Confidential ‣ ArangoDB is the first fully certified database including the persistence primitives for DC/OS ‣ Orchestration Systems such as Mesosphere DC/OS, Docker Swarm, and Kubernetes are the future ‣ ArangoDB's cluster resource management offers an innovative two layer approach ‣ Later this year we will also support Kubernetes and Docker Swarm based on our two layer approach ‣ ArangoDB is cooperating with Mesosphere Orchestration Systems Integration • February 7, 2017 Hewlett Packard Enterprise Announces Global Reseller Agreement with Mesosphere 8
- 12. Copyright © ArangoDB GmbH, 2017 - Confidential Single instance Database document writes per vCPU/second ArangoDB 1,730 Aerospike 2,500 Cassandra 965 Couchbase 1,375 FoundationDB 750 Cluster 0% 50% 100% 150% 200% 250% 300% shortest path neighbors* neighbors with data* single read single write single write sync aggregation memory usage ArangoDB MongoDB Neo4J OrientDB PostgreSQL PostgreSQL Tabular RethinkDB lessisbetter 9
- 13. Copyright © ArangoDB GmbH, 2017 - Confidential Use Cases 10 Datacenter & Network Mgmt Product & Asset Catalogue Single View of Everything Real-Time Analytics Bitcoin & Blockchain Recommendation & Commerce Security & Fraud Detection Geo-aware and Localized Apps Customer and Content Mgmt
- 14. Copyright © ArangoDB GmbH, 2017 - Confidential Exploit Connected Data with Visualization: Modern applications require a new approach to extract value from connected-data and Keylines and ArangoDB accelerate that.
- 15. Copyright © ArangoDB GmbH, 2017 - Confidential KEYLINES
- 16. Graph Visualization Use Cases Intelligence Business Intelligence Law Enforcement IT Network Topology
- 17. Why Visualize Network Topologies? Discovery: To gain a greater understanding of network structure Defense: To proactively / reactively respond to threats to assets
- 18. Introducing KeyLines • Cross-browser compatibility • Flexible architecture • A fast developer experience • Rapid deployment • Full customization • Powerful functionality A powerful SDK for building network visualization web applications
- 19. Why ArangoDB & KeyLines? - Multi-model flexibility - Scalability - Performance - Support - Security
- 20. KeyLines & ArangoDB - Architecture ArangoDB → Installed on MacOS with brew install arangodb → Imported data into Arango with arangoimp → Reproducible load code with arangosh ArangoDB Foxx Framework → Created keylines-foxx-service KeyLines Application → Single page web app using your framework of choice All code & data available on request!
- 21. Thank you christian@keylines.com Start a trial at keylines.com/try-keylines Learn more at cambridge-intelligence.com/visualize-arangodb/ luca.olivari@arangodb.com Download the free introductory graph course www.arangodb.com/arangodb-graph-course/ Download ArangoDB www.arangodb.com/download/
- 22. Copyright © ArangoDB GmbH, 2017 - Confidential Thank you!
- 23. Are there example Foxx REST endpoints to support a KeyLines UI? If using KeyLines, it would be necessary to have Foxx endpoints to support actions like search, sorting, pagination of results, etc. How does ArangoDB differ from Neo4j in terms of graph features and scalability etc. Does ArangoDB have a document store like MongoDB? How do these two technologies scale as data increases in size? We need working samples with ASP MVC/ .net framework, to port and compare some of our apps. Does KeyLines support that? What differentiates the graph approach compared to other data analysis methods? Q&A