NoSQL on the move
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Transcript of NoSQL on the move
NoSQL on the move Glynn Bird
ROME 18-19 MARCH 2016
NoSQL…
Relational Databases • Defined Schema • Tables/Columns/Rows
• Constraints/Stored Procedures/Triggers
• Indexes/Views
• Structured Query Language (SQL)
NoSQL Databases • Any database that isn't a RDBMS! • Types include: • Document stores • Key/Value stores • Graph databases • Often schemaless • Often without SQL
…On the Move
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Image Credit: Joan Touzet (@wohali), ASF Member, CouchDB PMC Member
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Frameworks
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Image Credit: Device landscape by Jeremy Keith, on Flickr
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Not just mobile first…
Image Credit: NASA New Horizons
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Offline First
Offline-First
Offline, online and somewhere in-between
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The Eight Fallacies of Distributed Computing 1. The network is reliable 2. Latency is zero
3. Bandwidth is infinite
4. The network is secure
5. Topology doesn't change
6. There is one administrator
7. Transport cost is zero
8. The network is homogeneous
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Text Credit: The Eight Fallacies of Distributed Computing by Peter Deutsch | Image Credit: Pneumatic Central by Sleestak, on Flickr
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Offline-first is the only way to achieve a true, 100%
always-on user experience.*
*assuming the device is reliable
Benefits of Offline First
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• Better, faster user experience, both offline and online • Allow your users to work offline or with limited connectivity • Potentially saves battery life and bandwidth usage
Offline Patterns & Anti-Patterns • Don't return an error for no reason • Do let users view cached/saved data
• Do synchronize data when connected
• Consider letting your users decide when to sync
• Think about the UX of users seeing stale data
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Difficulties of Offline First
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Image credit http://www.sneakerheadvc.com/wp-content/uploads/2012/02/Apple_iSync1.png
Introducing CouchDB & IBM Cloudant
Apache CouchDB • JSON document store • HTTP API
• Replication
• Free, open-source
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Apache CouchDB – built to replicate • MVCC for document versioning • Replication
• One-way or Two-way
• One-shot or continuous
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Apache CouchDB – built to replicate
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2.0
multi-node clustering
Cloudant Geo
Cloudant Query (Mango)
Cloudant Search (Lucene)
Dashboard
IBM Cloudant – built for scale
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IBM Cloudant • Globally distributed data layer for
web and mobile applications • Run as-a-service • MongoDB-style queries
• Advanced geospatial capabilities
• Full text search indexing
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Mobile Apps - PouchDB
PouchDB • A database in your web browser • Can synchronize with any
database that implements the CouchDB Replication Protocol
• Makes create, read, update and delete operations extremely quickly
• Free, open-source
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Getting started with PouchDB
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<script src="https://cdn.jsdelivr.net/pouchdb/5.1.0/pouchdb.min.js"></script> <script type="javascript">
var db = new PouchDB("smart-meter"); </script>
Adding documents - callbacks
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db.post({ date: "2014-11-12T23:27:03.794Z",
kilowatt_hours: 14
}, function(err, data) {
console.log(err,data); });
Adding documents - bring your own id
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var db = new PouchDB("smart-meter"); var obj = {
_id: "abc123",
timestamp: "2014-11-12T23:27:03.794Z",
kilowatt_hours: 14 };
db.put(obj, callback);
https://github.com/bradley-holt/offline-first/blob/master/pouchdb/04-create-document-put.js
Getting a document
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db.get("abc123", callback);
// calls back with // {
// _id: "abc123", // _rev: "1-27695d5f483ac267d03ad0e3cb54bd2c",
// timestamp: "2014-11-12T23:27:03.794Z",
// kilowatt_hours: 14
// }
Getting multiple documents
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db.allDocs({include_docs:true}, callback);
// calls back with // {
// "offset": 0, // "total_rows": 24,
// "rows": [{...},{...}]
// }
Querying
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• Primary Index • MapReduce
• PouchDB-find plugin
• PouchDB-quick search plugin
Querying a Database with PouchDB Find • Based on Cloudant Query (Mango) • MongoDB-style query language
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Image Credit: Mango with section on a white background by bangdoll, on Flickr
db.find({
selector:{
name:'Mario'
debut:{'$gt':1990}
},
fields:['_id','lastname'],
sort:['lastname']
})...
Replicating a PouchDB Database
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var db = new PouchDB("smart-meter");
var remoteDb = new PouchDB("https://bradley-holt.cloudant.com/smart-meter");
db.replicateTo(remoteDb);
https://github.com/bradley-holt/offline-first/blob/master/pouchdb/08-replicate-database.js
Bidirectionally Replicating a PouchDB Database
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db.sync(remoteDb).on("change", function(info) {
// Replication has written a new document
console.log(info);
}).on("complete", function(info) {
// Replication has completed or been cancelled
console.log(info);
});
https://github.com/bradley-holt/offline-first/blob/master/pouchdb/09-replicate-database-bidirectional.js
Listening for Database Changes
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var changes = remoteDb.changes({
since: "now"
}).on("change", function(change) {
// A document has changed
console.log(change);
}).on("complete", function(info) {
// changes() was canceled
console.log(info);
});
https://github.com/bradley-holt/offline-first/blob/master/pouchdb/11-database-changes.js
PouchDB Framework Adapters
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Web Apps Going Offline
HTML5 Offline Application Cache • Enables fully-functional offline
web apps
• Stores files and assets for offline browsing
• Makes page loads very fast, even when online
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Cache Manifest File
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<html manifest="example.appcache"> … </html>
CACHE MANIFEST # v1 - 2015-01-08 index.html logo.png app.css app.js
Service Workers (Beta)
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Client-side scripting framework for • programmable cache
• sync
• push messaging
• geo-fencing
• background tasks
https://jakearchibald.github.io/isserviceworkerready/
Hybrid or Responsive Mobile Web Apps
Hybrid Mobile Web Apps • Native mobile web apps built with
HTML5, CSS and JavaScript
• Good for: • Fully-featured, cross-platform native apps
• High-fidelity prototypes
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Responsive Mobile Web Apps • HTML5, CSS and JavaScript mobile
web apps
• Responsive design
• Enhanced to enable offline usage
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Native iOS & Android Apps
Cloudant Sync • Library for iOS and Android • Provides local storage and query API
• Optional sync to Cloudant
• Open-source and free to use
Cloudant Sync • Stores data using SQLite • TouchDB provides MVCC
• Replication to Cloudant over HTTPS
• Cloudant Query API
Pro Forma • Define fields you want to collect • Renders form saving data to
PouchDB
• Replicates data to Cloudant
• Demo https://glynnbird.github.io/proforma/
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MD • Offline word processor • Saves Markdown documents to
PouchDB
• Replicates data to Cloudant
• Demo http://mddoc.mybluemix.net/
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Gutenberg • Offline e-book reader • Replicates book list from server
• Each book is a Cloudant database
• Demo http://glynnbird.github.io/gutenberg/
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www.glynnbird.com • My home page • Cloudant database of articles
• Replicated to PouchDB
• Appcache for offline first
• http://www.glynnbird.com/
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Volt • Password vault in a Chrome
extension
• Data stored in encrypted in PouchDB
• Optional back to CouchDB/Cloudant
• https://github.com/glynnbird/volt
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Location Tracker • Stores data locally in PouchDB • Front end built with AngularJS
• Authentication logic built with Node.js
• User interface built with Leaflet
• Replicates location data to Cloudant
• More info: https://cloudant.com/location-tracker/
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Glynn Bird Developer Advocate, Cloud Data Services [email protected] @glynn_bird github.com/glynnbird
Image Credits
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• Joan Touzet (@wohali), ASF Member, CouchDB PMC Member <https://twitter.com/wohali/status/595689720933445632>
• Device landscape by Jeremy Keith, on Flickr <https://www.flickr.com/photos/adactio/6153481666>
• NASA New Horizons <https://www.nasa.gov/sites/default/files/thumbnails/image/nh-surface.jpg>
• Pneumatic Central by Sleestak, on Flickr <https://www.flickr.com/photos/dlanod/235990854>
• Mango with section on a white background by bangdoll, on Flickr <https://www.flickr.com/photos/bangdoll/5665235102>
• Grunge Warning Sign - Do Not Read This Sign by Nicolas Raymond, on Flickr <https://www.flickr.com/photos/80497449@N04/7417352980>