MongoDB for the SQL Server
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This document provides an overview of MongoDB, a NoSQL document database, comparing its features to SQL databases. It demonstrates how to setup MongoDB, import and query data, create indexes, and connect to MongoDB from C#. Key features covered include MongoDB's document model with dynamic schemas, indexing, aggregation capabilities, and scaling through replication and sharding.
![DB Features of note in MongoDB
• BSON supports more complex types (date, geo-spatial, etc…)
• Supports dynamic queries via proprietary query language
– Uses “find()” which returns a [lazy] cursor
– Multi-key indexes can be created
• Scalability via Replication and Sharding](https://image.slidesharecdn.com/1talkmongodbforsqlprolangit-130306113415-phpapp02-140716114831-phpapp02/85/MongoDB-for-the-SQL-Server-15-320.jpg)
MongoDB for the SQL Server
- 1. MongoDB for the SQL Server Pro
- 2. What is MongoDB? • Open source NoSQL database • Document-oriented • Stores JSON-like documents (dynamic schemas) • Includes a strong query language (javascript) • Powerful, flexible indexing (including geospatial) • Sharding and replication • Cross-Platform (many drivers )
- 3. QUICKSTART - SETUP MONGODB Demo
- 4. Get MongoDB and Driver(s) • Quick download, zero install • Also get your driver (C# for us)
- 10. COMPARING DOCUMENT DATABASES TO RDBMS SYSTEMS Understanding more..
- 11. So which type of NoSQL? CAP… Consistency Availability Partition Tolerance CP = noSQL/column Hadoop Big Table H-base MemCacheDB (graph)? CA = SQL/RDBMS SQL Sever / SQL Azure Oracle MySQL AP = noSQL/document or key/value MongoDB DynamoDB CouchDB Cassandra Voldemort
- 12. DB Features for MongoDB & SQL Server primary keys and indexes queries with models for sorting / limiting results a strong typing system aggregations like SUM(), COUNT(), etc… Large object support
- 13. DB Features unique to Document DBs Collections, not Tables Query language, not T-SQL Idrefs, not Joins No pre-defined Schema • Aggregation Framework • Grouping or MapReduce Aggregations • No multi-document transactions No Transactions No Full-text search
- 14. Use 10gen Quick Reference Cards
- 15. DB Features of note in MongoDB • BSON supports more complex types (date, geo-spatial, etc…) • Supports dynamic queries via proprietary query language – Uses “find()” which returns a [lazy] cursor – Multi-key indexes can be created • Scalability via Replication and Sharding
- 16. Why use MongoDB? • Document-like • Semi-structured • Few Joins • Geospatial Data Structure • Large or Huge • Distributed • Unpredictable Data Volume
- 17. MongoDB Scenarios Document Management systems E-commerce (catalog portion only) Archiving / event logging Real time analytics (based on logging) Gaming Geospatial Mobile
- 18. IMPORTING DATA TO MONGODB Demo
- 19. Adding Data • Data must be in JSON format - converter • “Insert” CREATES a collection if needed
- 22. USING VELOCITY FOR MODELING Demo
- 23. Modeling Use short names • each name is saved for each document • can save up to 30% storage Keep collections small • Can create non- default (narrower) key • Document size maximum is 4 MB Use GridFS for BLOBs
- 24. Comparing…
- 26. Using Find Find, Fields, Sort, Count, Skip, Limit, Visualize or Export
- 28. Queries
- 29. Queries 2 …
- 30. Queries 3…
- 31. What is Grouping? • Similar to T-SQL ‘Group By’ • Written in javascript
- 32. What about Joins? No traditional joins in MongoDB Can use Arrays Can use Embedded Documents Can use DBRef Can De- normalize schema
- 33. About the Aggregation Framework • New in MongoDB 2.2 • Layer on top to facilitate easier query-writing
- 34. Query Tuning • Use best indexes – Evaluate use of _id – Add columns to index (specificity) – Multiple columns, most specific first – Can use fully covered indexing (indexOnly:true) – Test to make sure indexes are being used • Qty scanned s/b same as QTY returned • Use .explain
- 35. Understanding Explain • Query execution detail plan • Review number of scanned objects
- 36. ADD INDEXES TO MONGODB Understanding more
- 37. Modifying Data Update • alone does a replace Update w/ $set • does an update Update w/ $inc • increments Upserts • must be enabled • then insert if new, update if existing Multiple field updates • occur by default
- 38. Using Update
- 40. What is GridFS? • Used to hold objects larger than 16 MB
- 41. CONNECTING TO MONGODB WITH C# Demo
- 43. More Information • MongoDB – http://www.mongodb.org • 10gen – http://www.10gen.com/contact – [email protected] • YouTube videos (from Lynn Langit) – MongoDB Playlist - https://www.youtube.com/playlist?list=PLCE5902FB1D284880 &feature=view_all • MongoDB LA UG - http://www.meetup.com/Los-Angeles- MongoDB-User-Group
- 44. The Changing Data Landscape NoSQL RDBMS Other Services
Editor's Notes
- #3: Source - http://www.10gen.com/what-is-mongodb
- #4: https://www.youtube.com/watch?v=k2YFy5IQu1M
- #5: http://www.mongodb.org/downloads https://github.com/mongodb/mongo-csharp-driver/downloads
- #8: http://www.mongovue.com/
- #12: http://amitpiplani.blogspot.com/2010/05/u-pick-2-selection-for-nosql-providers.html
- #14: http://docs.mongodb.org/manual/faq/developers/#how-do-i-do-transactions-and-locking-in-mongodb
- #15: http://www.10gen.com/reference
- #17: http://www.mongodb.org/display/DOCS/Use+Cases
- #18: http://www.mongodb.org/display/DOCS/Use+Cases
- #20: Free conversion (CSV to JSON) - http://www.cparker15.com/code/utilities/csv-to-json/
- #25: http://rickosborne.org/download/SQL-to-MongoDB.pdf
- #27: http://www.mongovue.com/2010/06/29/find/
- #32: http://api.mongodb.org/wiki/current/Aggregation.html
- #34: http://docs.mongodb.org/manual/aggregation/ And http://docs.mongodb.org/manual/reference/sql-aggregation-comparison/
- #39: http://www.mongovue.com/2010/09/14/updating-collections/
- #41: http://learnmongo.com/posts/getting-started-with-mongodb-gridfs/ Example: http://stackoverflow.com/questions/4988436/mongodb-gridfs-with-c-how-to-store-files-such-as-images/10645816#10645816 Default chunk size is 256kb Db.fs.files Fs.chunk Upload.date.date()
- #42: https://www.youtube.com/watch?v=NCp4n6xWw68
- #43: http://www.youtube.com/watch?v=NCp4n6xWw68