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                                                    h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m
Introduction to MongoDB
              A No-SQL Persistence Alternative
A U S T I N - C O D E - C A M P - 2 0 1 1
h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m
Introduction to                    MongoDB
                              A No-SQL Persistence Alternative
 A   U   S   T   I   N    -      C        O        D       E        -      C        A       M     P   -   2   0   1   1




                                   Chris Edwards

                         h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m
MongoDB


 h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m
About Me
         Chris Edwards
         Architect at BancVue Ltd.
            Email: ChrisEdwards357@gmail.com
            Blog: http://chrisedwards.dreamhosters.com
            Twitter: @cedwards
            Github: http://github.com/chrisedwards
                            (Sample code for this talk is posted)




                                                         h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m
Introduction to MongoDB
              A No-SQL Persistence Alternative
A U S T I N - C O D E - C A M P - 2 0 1 1
MongoDB Session Roadmap
            •    What is the NoSQL Movement?
            •    What is MongoDB?
            •    Installing
            •    Using the Mongo Shell
            •    Accessing MongoDB via REST
            •    Replication
            •    Sharding




                                                 h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m
Introduction to MongoDB
              A No-SQL Persistence Alternative
A U S T I N - C O D E - C A M P - 2 0 1 1
What is No-SQL?




                                                  h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m
Introduction to MongoDB
              A No-SQL Persistence Alternative
A U S T I N - C O D E - C A M P - 2 0 1 1
What is No-SQL?

                “Next Generation Databases mostly addressing some of the points:
                being non-relational, distributed, open-source and horizontal
                scalable. ... schema-free, easy replication support, simple API,
                eventually consistent ...”
                                                                       - nosql-database.org




                                                  h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m
Introduction to MongoDB
              A No-SQL Persistence Alternative
A U S T I N - C O D E - C A M P - 2 0 1 1
What is No-SQL?

                “Next Generation Databases mostly addressing some of the points:
                being non-relational, distributed, open-source and horizontal
                scalable. ... schema-free, easy replication support, simple API,
                eventually consistent ...”
                                                                       - nosql-database.org




                  •    Non-Relational                                                           •     Schema-Free
                  •    Distributed                                                              •     Replication Support
                  •    Open-Source                                                              •     Simple API
                  •    Horizontally Scalable                                                    •     Eventually Consistent

                                                  h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m
Introduction to MongoDB
              A No-SQL Persistence Alternative
A U S T I N - C O D E - C A M P - 2 0 1 1
What is No-SQL?
             It’s about using the right tool for the job.
                    • Not all systems have the same data needs.
                    • Sql is not the only option, nor is it always the best one.
                    • Consider all options carefully and choose wisely.




                                                  h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m
Introduction to MongoDB
              A No-SQL Persistence Alternative
A U S T I N - C O D E - C A M P - 2 0 1 1
What is No-SQL?
             It’s about using the right tool for the job.
                    • Not all systems have the same data needs.
                    • Sql is not the only option, nor is it always the best one.
                    • Consider all options carefully and choose wisely.




                               Not Only SQL

                                                  h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m
Introduction to MongoDB
              A No-SQL Persistence Alternative
A U S T I N - C O D E - C A M P - 2 0 1 1
What is No-SQL?
             It’s about using the right tool for the job.
                    • Not all systems have the same data needs.
                    • Sql is not the only option, nor is it always the best one.
                    • Consider all options carefully and choose wisely.




                               Not Only SQL
                                                  It’s not about flaming SQL.

                                                  h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m
Introduction to MongoDB
              A No-SQL Persistence Alternative
A U S T I N - C O D E - C A M P - 2 0 1 1
What is No-SQL?
             It’s about using the right tool for the job.
                    • Not all systems have the same data needs.
                    • Sql is not the only option, nor is it always the best one.
                    • Consider all options carefully and choose wisely.




                               Not Only SQL
                                             It’s not about flaming SQL.
                                  Its about opening our minds to new technologies.
                                                  h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m
Introduction to MongoDB
              A No-SQL Persistence Alternative
A U S T I N - C O D E - C A M P - 2 0 1 1
MongoDB Session Roadmap
             •    What is the NoSQL Movement?
             •    What is MongoDB?
             •    Installing
             •    Using the Mongo Shell
             •    Accessing MongoDB via REST
             •    Replication
             •    Sharding




                                                 h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m
Introduction to MongoDB
              A No-SQL Persistence Alternative
A U S T I N - C O D E - C A M P - 2 0 1 1
MongoDB Session Roadmap
             •    What is the NoSQL Movement?
             •    What is MongoDB?
             •    Installing
             •    Using the Mongo Shell
             •    Accessing MongoDB via REST
             •    Replication
             •    Sharding




                                                 h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m
Introduction to MongoDB
              A No-SQL Persistence Alternative
A U S T I N - C O D E - C A M P - 2 0 1 1
What is MongoDB?
             • Document-oriented database
                     - Uses JSON (BSON actually)
             • Schema-free
             • Performant
                     -   Written in C++
                     -   Full index support
                     -   No transactions (has atomic operations)
                                                                                                                    “Mongo only pawn in game of life”
                     -   Memory-mapped files (delayed writes)
             • Replication & High Availability
             • Auto Sharding
             • Commercially supported (10gen)
                     - Lots of documentation




                                                 h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m
Introduction to MongoDB
              A No-SQL Persistence Alternative
A U S T I N - C O D E - C A M P - 2 0 1 1
Other Features of MongoDB
             • Document-based queries
                     - Flexible document queries expressed in JSON/Javascript.
             • Map Reduce
                     - Flexible aggregation and data processing.
                     - Queries run in parallel on all shards.
             • GridFS
                     - Store files of any size easily.
             • Geospatial Indexing
                     - Find object based on location. (i.e. find closest n items to x)
             • Many Production Deployments




                                                 h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m
Introduction to MongoDB
              A No-SQL Persistence Alternative
A U S T I N - C O D E - C A M P - 2 0 1 1
Other Features of MongoDB
             • Supported on Multiple Platforms
                     -   OSX
                     -   Linux
                     -   Solaris
                     -   Windows
                     -   FreeBSD




                                                 h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m
Introduction to MongoDB
              A No-SQL Persistence Alternative
A U S T I N - C O D E - C A M P - 2 0 1 1
MongoDB Basic Concepts
             Document
             -   Analogous to a row in RDBMS
             -   Represented as JSON (BSON)
             -   Hierarchical
             -   Can reference other documents




                                                 h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m
Introduction to MongoDB
              A No-SQL Persistence Alternative
A U S T I N - C O D E - C A M P - 2 0 1 1
MongoDB Basic Concepts
             Collection
             -   Analogous to a table in RDBMS
             -   Collection of documents
             -   Documents can be anything
             -   Advantageous if they are similar




                                                 h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m
Introduction to MongoDB
              A No-SQL Persistence Alternative
A U S T I N - C O D E - C A M P - 2 0 1 1
MongoDB Basic Concepts
             Embedding                                            {
'_id':
objectid('4b980a6dea2c3f4579da141e'),
             -   Analogous to a foreign key                       

'user_id':
objectid('4b980a6dea2c3f4579a4f54'),
                                                                  

'state':
'in_cart',
             -   Think “pre-joined relationship”.
                                                                  

'line_items':
[
             -   Clearer conceptual model.                        



{
'sku':
'jc‐432',
                                                                  





'name':
'John
Coltrane:
A
Love
Supreme',
             -   DDD Aggregate Root                               





'retail_price':
1099
             -   Can be                                           



},

                    - Sub Objects                                 



{
'sku':
'ly‐211',
                                                                  





'name':
'Larry
Young:
Unity',
                    - Collections                                 





'retail_price':
1199
                                                                  



}
                                                                  

],
                                                                  

'shipping_address':
{
                                                                  



'street':
'3333
Greene
Ave.',
                                                                  



'city':
'Brooklyn',
                                                                  



'state':
'NY',
                                                                  



'zip':
'11216'
                                                                  

},
                                                                  

'subtotal':
2199
                                                                  }




                                                 h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m
Introduction to MongoDB
              A No-SQL Persistence Alternative
A U S T I N - C O D E - C A M P - 2 0 1 1
MongoDB Basic Concepts
             Embedding                                            {
'_id':
objectid('4b980a6dea2c3f4579da141e'),
             -   Analogous to a foreign key                       

'user_id':
objectid('4b980a6dea2c3f4579a4f54'),
                                                                  

'state':
'in_cart',
             -   Think “pre-joined relationship”
                                                                  

'line_items':
[
             -   Clearer conceptual model.                        



{
'sku':
'jc‐432',
                                                                  





'name':
'John
Coltrane:
A
Love
Supreme',
             -   DDD Aggregate Root                               





'retail_price':
1099
             -   Can be                                           



},

                    - Sub Objects                                 



{
'sku':
'ly‐211',
                                                                  





'name':
'Larry
Young:
Unity',
                    - Collections                                 





'retail_price':
1199
                                                                  



}
                                                                  

],
                                                                  

'shipping_address':
{
             References                                           



'street':
'3333
Greene
Ave.',
                                                                  



'city':
'Brooklyn',
                                                                  



'state':
'NY',
             - Analogous to a foreign key                         



'zip':
'11216'
                                                                  

},
             - Think “relationship”
                                                                  

'subtotal':
2199
                                                                  }




                                                 h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m
Introduction to MongoDB
              A No-SQL Persistence Alternative
A U S T I N - C O D E - C A M P - 2 0 1 1
MongoDB Basic Operations
             Querying
             All the following queries will find the document.



                                                                                                               {
'_id':
objectid('4b980a6dea2c3f4579da141e'),
                                                                                                               

'user_id':
objectid('4b980a6dea2c3f4579a4f54'),
                                                                                                               

'state':
'in_cart',

                                                                                                               

'line_items':
[
                                                                                                               



{
'sku':
'jc‐432',
                                                                                                               





'name':
'John
Coltrane:
A
Love
Supreme',
                                                                                                               





'retail_price':
1099
                                                                                                               



},

                                                                                                               



{
'sku':
'ly‐211',
                                                                                                               





'name':
'Larry
Young:
Unity',
                                                                                                               





'retail_price':
1199
                                                                                                               



}
                                                                                                               

],

                                                                                                               

'shipping_address':
{
                                                                                                               



'street':
'3333
Greene
Ave.',
                                                                                                               



'city':
'Brooklyn',
                                                                                                               



'state':
'NY',
                                                                                                               



'zip':
'11216'
                                                                                                               

},

                                                                                                               

'subtotal':
2199
                                                                                                               }

                                                 h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m
Introduction to MongoDB
              A No-SQL Persistence Alternative
A U S T I N - C O D E - C A M P - 2 0 1 1
MongoDB Basic Operations
             Querying
             All the following queries will find the document.

             By property value
                db.orders.find(
{
"state":
"in_cart"
}
);
                                                                                                               {
'_id':
objectid('4b980a6dea2c3f4579da141e'),
                                                                                                               

'user_id':
objectid('4b980a6dea2c3f4579a4f54'),
                                                                                                               

'state':
'in_cart',

                                                                                                               

'line_items':
[
                                                                                                               



{
'sku':
'jc‐432',
                                                                                                               





'name':
'John
Coltrane:
A
Love
Supreme',
                                                                                                               





'retail_price':
1099
                                                                                                               



},

                                                                                                               



{
'sku':
'ly‐211',
                                                                                                               





'name':
'Larry
Young:
Unity',
                                                                                                               





'retail_price':
1199
                                                                                                               



}
                                                                                                               

],

                                                                                                               

'shipping_address':
{
                                                                                                               



'street':
'3333
Greene
Ave.',
                                                                                                               



'city':
'Brooklyn',
                                                                                                               



'state':
'NY',
                                                                                                               



'zip':
'11216'
                                                                                                               

},

                                                                                                               

'subtotal':
2199
                                                                                                               }

                                                 h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m
Introduction to MongoDB
              A No-SQL Persistence Alternative
A U S T I N - C O D E - C A M P - 2 0 1 1
MongoDB Basic Operations
             Querying
             All the following queries will find the document.

             By property value
                db.orders.find(
{
"state":
"in_cart"
}
);
                                                                                                               {
'_id':
objectid('4b980a6dea2c3f4579da141e'),
             By embedded object property value                                                                 

'user_id':
objectid('4b980a6dea2c3f4579a4f54'),
                                                                                                               

'state':
'in_cart',
                db.orders.find(
{
"shipping_address.state":
"NY"
}
);                                          

'line_items':
[
                                                                                                               



{
'sku':
'jc‐432',
                                                                                                               





'name':
'John
Coltrane:
A
Love
Supreme',
                                                                                                               





'retail_price':
1099
                                                                                                               



},

                                                                                                               



{
'sku':
'ly‐211',
                                                                                                               





'name':
'Larry
Young:
Unity',
                                                                                                               





'retail_price':
1199
                                                                                                               



}
                                                                                                               

],

                                                                                                               

'shipping_address':
{
                                                                                                               



'street':
'3333
Greene
Ave.',
                                                                                                               



'city':
'Brooklyn',
                                                                                                               



'state':
'NY',
                                                                                                               



'zip':
'11216'
                                                                                                               

},

                                                                                                               

'subtotal':
2199
                                                                                                               }

                                                 h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m
Introduction to MongoDB
              A No-SQL Persistence Alternative
A U S T I N - C O D E - C A M P - 2 0 1 1
MongoDB Basic Operations
             Querying
             All the following queries will find the document.

             By property value
                db.orders.find(
{
"state":
"in_cart"
}
);
                                                                                                               {
'_id':
objectid('4b980a6dea2c3f4579da141e'),
             By embedded object property value                                                                 

'user_id':
objectid('4b980a6dea2c3f4579a4f54'),
                                                                                                               

'state':
'in_cart',
                db.orders.find(
{
"shipping_address.state":
"NY"
}
);                                          

'line_items':
[
                                                                                                               



{
'sku':
'jc‐432',
                                                                                                               





'name':
'John
Coltrane:
A
Love
Supreme',
             With comparison operators                                                                         





'retail_price':
1099
                                                                                                               



},

                db.orders.find(
{
"subtotal":
{
$gt:
2000
}
}
);                                               



{
'sku':
'ly‐211',
                                                                                                               





'name':
'Larry
Young:
Unity',
                                                                                                               





'retail_price':
1199
                                                                                                               



}
                                                                                                               

],

                                                                                                               

'shipping_address':
{
                                                                                                               



'street':
'3333
Greene
Ave.',
                                                                                                               



'city':
'Brooklyn',
                                                                                                               



'state':
'NY',
                                                                                                               



'zip':
'11216'
                                                                                                               

},

                                                                                                               

'subtotal':
2199
                                                                                                               }

                                                 h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m
Introduction to MongoDB
              A No-SQL Persistence Alternative
A U S T I N - C O D E - C A M P - 2 0 1 1
MongoDB Basic Operations
             Querying
             All the following queries will find the document.

             By property value
                db.orders.find(
{
"state":
"in_cart"
}
);
                                                                                                               {
'_id':
objectid('4b980a6dea2c3f4579da141e'),
             By embedded object property value                                                                 

'user_id':
objectid('4b980a6dea2c3f4579a4f54'),
                                                                                                               

'state':
'in_cart',
                db.orders.find(
{
"shipping_address.state":
"NY"
}
);                                          

'line_items':
[
                                                                                                               



{
'sku':
'jc‐432',
                                                                                                               





'name':
'John
Coltrane:
A
Love
Supreme',
             With comparison operators                                                                         





'retail_price':
1099
                                                                                                               



},

                db.orders.find(
{
"subtotal":
{
$gt:
2000
}
}
);                                               



{
'sku':
'ly‐211',
                                                                                                               





'name':
'Larry
Young:
Unity',
                                                                                                               





'retail_price':
1199
                                                                                                               



}
             Values in collections (implicit “in”)                                                             

],

                 db.orders.find(
{
"line_items.sku":
"ly‐211"
}
);                                             

'shipping_address':
{
                                                                                                               



'street':
'3333
Greene
Ave.',
                                                                                                               



'city':
'Brooklyn',
                                                                                                               



'state':
'NY',
                                                                                                               



'zip':
'11216'
                                                                                                               

},

                                                                                                               

'subtotal':
2199
                                                                                                               }

                                                 h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m
Introduction to MongoDB
              A No-SQL Persistence Alternative
A U S T I N - C O D E - C A M P - 2 0 1 1
MongoDB Basic Operations
           Indexing


                                                                                                                 {
'_id':
objectid('4b980a6dea2c3f4579da141e'),
                                                                                                                 

'user_id':
objectid('4b980a6dea2c3f4579a4f54'),
                                                                                                                 

'state':
'in_cart',

                                                                                                                 

'line_items':
[
                                                                                                                 



{
'sku':
'jc‐432',
                                                                                                                 





'name':
'John
Coltrane:
A
Love
Supreme',
                                                                                                                 





'retail_price':
1099
                                                                                                                 



},

                                                                                                                 



{
'sku':
'ly‐211',
                                                                                                                 





'name':
'Larry
Young:
Unity',
                                                                                                                 





'retail_price':
1199
                                                                                                                 



}
                                                                                                                 

],

                                                                                                                 

'shipping_address':
{
                                                                                                                 



'street':
'3333
Greene
Ave.',
                                                                                                                 



'city':
'Brooklyn',
                                                                                                                 



'state':
'NY',
                                                                                                                 



'zip':
'11216'
                                                                                                                 

},

                                                                                                                 

'subtotal':
2199
                                                                                                                 }

                                                 h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m
Introduction to MongoDB
              A No-SQL Persistence Alternative
A U S T I N - C O D E - C A M P - 2 0 1 1
MongoDB Basic Operations
           Indexing
           On property value
             db.orders.ensureIndex(
{
"state":
1
}
);



                                                                                                                 {
'_id':
objectid('4b980a6dea2c3f4579da141e'),
                                                                                                                 

'user_id':
objectid('4b980a6dea2c3f4579a4f54'),
                                                                                                                 

'state':
'in_cart',

                                                                                                                 

'line_items':
[
                                                                                                                 



{
'sku':
'jc‐432',
                                                                                                                 





'name':
'John
Coltrane:
A
Love
Supreme',
                                                                                                                 





'retail_price':
1099
                                                                                                                 



},

                                                                                                                 



{
'sku':
'ly‐211',
                                                                                                                 





'name':
'Larry
Young:
Unity',
                                                                                                                 





'retail_price':
1199
                                                                                                                 



}
                                                                                                                 

],

                                                                                                                 

'shipping_address':
{
                                                                                                                 



'street':
'3333
Greene
Ave.',
                                                                                                                 



'city':
'Brooklyn',
                                                                                                                 



'state':
'NY',
                                                                                                                 



'zip':
'11216'
                                                                                                                 

},

                                                                                                                 

'subtotal':
2199
                                                                                                                 }

                                                 h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m
Introduction to MongoDB
              A No-SQL Persistence Alternative
A U S T I N - C O D E - C A M P - 2 0 1 1
MongoDB Basic Operations
           Indexing
           On property value
             db.orders.ensureIndex(
{
"state":
1
}
);


           On embedded object property
                                                                                                                 {
'_id':
objectid('4b980a6dea2c3f4579da141e'),
             db.orders.ensureIndex(
{
"shipping_address.state":
1
}
);                                           

'user_id':
objectid('4b980a6dea2c3f4579a4f54'),
                                                                                                                 

'state':
'in_cart',

                                                                                                                 

'line_items':
[
                                                                                                                 



{
'sku':
'jc‐432',
                                                                                                                 





'name':
'John
Coltrane:
A
Love
Supreme',
                                                                                                                 





'retail_price':
1099
                                                                                                                 



},

                                                                                                                 



{
'sku':
'ly‐211',
                                                                                                                 





'name':
'Larry
Young:
Unity',
                                                                                                                 





'retail_price':
1199
                                                                                                                 



}
                                                                                                                 

],

                                                                                                                 

'shipping_address':
{
                                                                                                                 



'street':
'3333
Greene
Ave.',
                                                                                                                 



'city':
'Brooklyn',
                                                                                                                 



'state':
'NY',
                                                                                                                 



'zip':
'11216'
                                                                                                                 

},

                                                                                                                 

'subtotal':
2199
                                                                                                                 }

                                                 h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m
Introduction to MongoDB
              A No-SQL Persistence Alternative
A U S T I N - C O D E - C A M P - 2 0 1 1
MongoDB Basic Operations
           Indexing
           On property value
             db.orders.ensureIndex(
{
"state":
1
}
);


           On embedded object property
                                                                                                                 {
'_id':
objectid('4b980a6dea2c3f4579da141e'),
             db.orders.ensureIndex(
{
"shipping_address.state":
1
}
);                                           

'user_id':
objectid('4b980a6dea2c3f4579a4f54'),
                                                                                                                 

'state':
'in_cart',

                                                                                                                 

'line_items':
[
           On embedded collections                                                                               



{
'sku':
'jc‐432',
                                                                                                                 





'name':
'John
Coltrane:
A
Love
Supreme',
             db.orders.ensureIndex(
{
"line_items.sku":
1
}
);                                                   





'retail_price':
1099
                                                                                                                 



},

                                                                                                                 



{
'sku':
'ly‐211',
                                                                                                                 





'name':
'Larry
Young:
Unity',
                                                                                                                 





'retail_price':
1199
                                                                                                                 



}
                                                                                                                 

],

                                                                                                                 

'shipping_address':
{
                                                                                                                 



'street':
'3333
Greene
Ave.',
                                                                                                                 



'city':
'Brooklyn',
                                                                                                                 



'state':
'NY',
                                                                                                                 



'zip':
'11216'
                                                                                                                 

},

                                                                                                                 

'subtotal':
2199
                                                                                                                 }

                                                 h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m
Introduction to MongoDB
              A No-SQL Persistence Alternative
A U S T I N - C O D E - C A M P - 2 0 1 1
MongoDB Basic Operations
           Indexing
           On property value
             db.orders.ensureIndex(
{
"state":
1
}
);


           On embedded object property
                                                                                                                 {
'_id':
objectid('4b980a6dea2c3f4579da141e'),
             db.orders.ensureIndex(
{
"shipping_address.state":
1
}
);                                           

'user_id':
objectid('4b980a6dea2c3f4579a4f54'),
                                                                                                                 

'state':
'in_cart',

                                                                                                                 

'line_items':
[
           On embedded collections                                                                               



{
'sku':
'jc‐432',
                                                                                                                 





'name':
'John
Coltrane:
A
Love
Supreme',
             db.orders.ensureIndex(
{
"line_items.sku":
1
}
);                                                   





'retail_price':
1099
                                                                                                                 



},

                                                                                                                 



{
'sku':
'ly‐211',
           On multiple keys                                                                                      





'name':
'Larry
Young:
Unity',
                                                                                                                 





'retail_price':
1199
             db.orders.ensureIndex(
{
"shipping_address.state":
1,                                               



}
                                                                                                                 

],
             
























"subtotal":
‐1
}
);
                                                                                                                 

'shipping_address':
{
                                                                                                                 



'street':
'3333
Greene
Ave.',
                                                                                                                 



'city':
'Brooklyn',
                                                                                                                 



'state':
'NY',
                                                                                                                 



'zip':
'11216'
                                                                                                                 

},

                                                                                                                 

'subtotal':
2199
                                                                                                                 }

                                                 h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m
Introduction to MongoDB
              A No-SQL Persistence Alternative
A U S T I N - C O D E - C A M P - 2 0 1 1
MongoDB Basic Operations
             Inserting
                                                 db.orders.save(
{
                                                 



'user_name':
'Bob
Smith',
                                                 



'state':
'in_cart',

                                                 



'shipping_address':
{
                                                 





'street':
'1234
Morgan
Ave.',
                                                 





'city':
'Austin',
                                                 





'state':
'TX',
                                                 





'zip':
'78660'
                                                 



},

                                                 



'subtotal':
0
                                                 

}
);




                                                      h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m
Introduction to MongoDB
              A No-SQL Persistence Alternative
A U S T I N - C O D E - C A M P - 2 0 1 1
MongoDB Basic Operations
             Updating
                      Using Query/Modify/Save
                            var
order
=
db.orders.find(
{
'user_name':
'Bob
Smith'
}
);

                            order.state
=
'in_cart';
                            order.line_items.push(
{
'sku':
'md‐12',
                            
























'price':
2500,
                            
























'title':
'Basketball'
}
);
                            order.subtotal
=
order.subtotal
+
2500;

                            db.orders.save(
order
);




                                                 h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m
Introduction to MongoDB
              A No-SQL Persistence Alternative
A U S T I N - C O D E - C A M P - 2 0 1 1
MongoDB Basic Operations
             Updating
                      Using Query/Modify/Save
                            var
order
=
db.orders.find(
{
'user_name':
'Bob
Smith'
}
);

                            order.state
=
'in_cart';
                            order.line_items.push(
{
'sku':
'md‐12',
                            
























'price':
2500,
                            
























'title':
'Basketball'
}
);
                            order.subtotal
=
order.subtotal
+
2500;

                            db.orders.save(
order
);


                           • Requires each object to be loaded in memory.
                           • Requires multiple hits to the database.
                           • Very inefficient.



                                                 h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m
Introduction to MongoDB
              A No-SQL Persistence Alternative
A U S T I N - C O D E - C A M P - 2 0 1 1
MongoDB Basic Operations
             Updating
                      Using Atomic Updates
                            db.orders.update(
{
'_id':
order_id
},
                            



{

$set:
{
'state':
'in_cart'
},
                            





$push:
{
'line_items':
{
'sku':
'md‐12',
                            






























'price':
2500,
                            






























'title':
'Basketball'
}
                            












},
                            






$inc:
{
'subtotal':
2500
}
                            



}
);




                                                 h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m
Introduction to MongoDB
              A No-SQL Persistence Alternative
A U S T I N - C O D E - C A M P - 2 0 1 1
MongoDB Basic Operations
             Updating
                      Using Atomic Updates
                            db.orders.update(
{
'_id':
order_id
},
                            



{

$set:
{
'state':
'in_cart'
},
                            





$push:
{
'line_items':
{
'sku':
'md‐12',
                            






























'price':
2500,
                            






























'title':
'Basketball'
}
                            












},
                            






$inc:
{
'subtotal':
2500
}
                            



}
);



                           •    Analogous to transactions.
                           •    Requires only one trip to the database.
                           •    Operations are atomic.
                           •    Can perform multiple operations at once.



                                                 h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m
Introduction to MongoDB
              A No-SQL Persistence Alternative
A U S T I N - C O D E - C A M P - 2 0 1 1
MongoDB System Components




                                                 h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m
Introduction to MongoDB
              A No-SQL Persistence Alternative
A U S T I N - C O D E - C A M P - 2 0 1 1
MongoDB System Components


                            mongod.exe
                           The database server




                                                 h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m
Introduction to MongoDB
              A No-SQL Persistence Alternative
A U S T I N - C O D E - C A M P - 2 0 1 1
MongoDB System Components


                            mongod.exe                                                                                    mongo.exe
                           The database server                                                                            The interactive shell




                                                 h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m
Introduction to MongoDB
              A No-SQL Persistence Alternative
A U S T I N - C O D E - C A M P - 2 0 1 1
MongoDB System Components


                            mongod.exe                                                                                    mongo.exe
                           The database server                                                                            The interactive shell




                                                                mongos.exe
                                                                The sharding router




                                                 h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m
Introduction to MongoDB
              A No-SQL Persistence Alternative
A U S T I N - C O D E - C A M P - 2 0 1 1
MongoDB Session Roadmap
             •   What is the NoSQL Movement?
             •   What is MongoDB?
             •   Installing
             •   Using the Mongo Shell
             •   Accessing MongoDB via REST
             •   Replication
             •   Sharding




                                                 h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m
Introduction to MongoDB
              A No-SQL Persistence Alternative
A U S T I N - C O D E - C A M P - 2 0 1 1
MongoDB Session Roadmap
             •   What is the NoSQL Movement?
             •   What is MongoDB?
             •   Installing
             •   Using the Mongo Shell
             •   Accessing MongoDB via REST
             •   Replication
             •   Sharding




                                                 h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m
Introduction to MongoDB
              A No-SQL Persistence Alternative
A U S T I N - C O D E - C A M P - 2 0 1 1
Installing MongoDB
            1. Download MongoDB.                                              www.mongodb.com/downloads

            2. Extract it.
            3. Create the data folder.                                         usually /data/db -or- C:datadb

            4. Run mongod.exe




                                                 h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m
Introduction to MongoDB
              A No-SQL Persistence Alternative
A U S T I N - C O D E - C A M P - 2 0 1 1
Installing MongoDB
            1. Download MongoDB.                                               www.mongodb.com/downloads

            2. Extract it.
            3. Create the data folder.                                          usually /data/db -or- C:datadb

            4. Run mongod.exe




                                                 That’s it!

                                                  h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m
Introduction to MongoDB
              A No-SQL Persistence Alternative
A U S T I N - C O D E - C A M P - 2 0 1 1
MongoDB Session Roadmap
             •   What is the NoSQL Movement?
             •   What is MongoDB?
             •   Installing
             •   Using the Mongo Shell
             •   Accessing MongoDB via REST
             •   Replication
             •   Sharding




                                                 h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m
Introduction to MongoDB
              A No-SQL Persistence Alternative
A U S T I N - C O D E - C A M P - 2 0 1 1
MongoDB Session Roadmap
             •   What is the NoSQL Movement?
             •   What is MongoDB?
             •   Installing
             •   Using the Mongo Shell
             •   Accessing MongoDB via REST
             •   Replication
             •   Sharding




                                                 h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m
Introduction to MongoDB
              A No-SQL Persistence Alternative
A U S T I N - C O D E - C A M P - 2 0 1 1
Accessing MongoDB via the Shell
            •    Inserting a document into a collection.
            •    Querying a collection.
            •    Modifying a document.
            •    Deleting a document.




                                                 h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m
Introduction to MongoDB
              A No-SQL Persistence Alternative
A U S T I N - C O D E - C A M P - 2 0 1 1
Accessing MongoDB via the Shell
            •    Inserting a document into a collection.
            •    Querying a collection.
            •    Modifying a document.
            •    Deleting a document.



                                                  Lets do it!


                                                 h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m
Introduction to MongoDB
              A No-SQL Persistence Alternative
A U S T I N - C O D E - C A M P - 2 0 1 1
MongoDB Session Roadmap
             •   What is the NoSQL Movement?
             •   What is MongoDB?
             •   Installing
             •   Using the Mongo Shell
             •   Accessing MongoDB via REST
             •   Replication
             •   Sharding




                                                 h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m
Introduction to MongoDB
              A No-SQL Persistence Alternative
A U S T I N - C O D E - C A M P - 2 0 1 1
MongoDB Session Roadmap
             •   What is the NoSQL Movement?
             •   What is MongoDB?
             •   Installing
             •   Using the Mongo Shell
             •   Accessing MongoDB via REST
             •   Replication
             •   Sharding




                                                 h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m
Introduction to MongoDB
              A No-SQL Persistence Alternative
A U S T I N - C O D E - C A M P - 2 0 1 1
Accessing MongoDB via REST
            • To enable basic REST interface, use --rest command line.
                     - mongod.exe --rest
            • REST interface uses port +1000.
                     - http://127.0.0.1:28017/database/collection/
                     - http://127.0.0.1:28017/database/collection/?filter&Field=Value


            • Full REST support is provided by the Sleepy.Mongoose lib.
                     - http://github.com/kchodorow/sleepy.mongoose




                                                 h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m
Introduction to MongoDB
              A No-SQL Persistence Alternative
A U S T I N - C O D E - C A M P - 2 0 1 1
MongoDB Session Roadmap
             •   What is the NoSQL Movement?
             •   What is MongoDB?
             •   Installing
             •   Using the Mongo Shell
             •   Accessing MongoDB via REST
             •   Replication
             •   Sharding




                                                 h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m
Introduction to MongoDB
              A No-SQL Persistence Alternative
A U S T I N - C O D E - C A M P - 2 0 1 1
MongoDB Session Roadmap
             •   What is the NoSQL Movement?
             •   What is MongoDB?
             •   Installing
             •   Using the Mongo Shell
             •   Accessing MongoDB via REST
             •   Replication
             •   Sharding




                                                 h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m
Introduction to MongoDB
              A No-SQL Persistence Alternative
A U S T I N - C O D E - C A M P - 2 0 1 1
MongoDB Replication
             Replica Sets
                     -   Full Failover support
                     -   Supports more than 2 servers in a replica cluster
                     -   Data center and rack aware
                     -   Can have passive set members (slaves) that are never primary




                                                 h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m
Introduction to MongoDB
              A No-SQL Persistence Alternative
A U S T I N - C O D E - C A M P - 2 0 1 1
MongoDB Replication

                                                                     Node A
                                                                         Primary



                                  Node B                                                                                  Node C
                                 Secondary                                                                                Secondary




                                                 h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m
Introduction to MongoDB
              A No-SQL Persistence Alternative
A U S T I N - C O D E - C A M P - 2 0 1 1
MongoDB Replication

                        1∆                                           Node A
                                                                         Primary



                                  Node B                                                                                  Node C
                                 Secondary                                                                                Secondary




                                                 h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m
Introduction to MongoDB
              A No-SQL Persistence Alternative
A U S T I N - C O D E - C A M P - 2 0 1 1
MongoDB Replication

                                                                     Node A
                                                                         Primary
                                                             1∆

                                  Node B                                                                                  Node C
                                 Secondary                                                                                Secondary




                                                 h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m
Introduction to MongoDB
              A No-SQL Persistence Alternative
A U S T I N - C O D E - C A M P - 2 0 1 1
MongoDB Replication

                                                                     Node A
                                                                         Primary
                                                             1∆

                                  Node B                                                                                  Node C
                                 Secondary                                                                                Secondary
                          1∆                                                                                        1∆


                                                 h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m
Introduction to MongoDB
              A No-SQL Persistence Alternative
A U S T I N - C O D E - C A M P - 2 0 1 1
MongoDB Replication

                                                                     Node A
                                                                         Primary
                                                             1∆

                                  Node B                                                                                  Node C
                                 Secondary                                                                                Secondary
                           1∆                                                                                       1∆


                                                 h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m
Introduction to MongoDB
              A No-SQL Persistence Alternative
A U S T I N - C O D E - C A M P - 2 0 1 1
MongoDB Replication

                        2∆                                           Node A
                                                                         Primary
                                                             1∆

                                  Node B                                                                                  Node C
                                 Secondary                                                                                Secondary
                           1∆                                                                                       1∆


                                                 h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m
Introduction to MongoDB
              A No-SQL Persistence Alternative
A U S T I N - C O D E - C A M P - 2 0 1 1
MongoDB Replication

                                                                     Node A
                                                                         Primary
                                                             1∆ 2∆

                                  Node B                                                                                  Node C
                                 Secondary                                                                                Secondary
                           1∆                                                                                       1∆


                                                 h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m
Introduction to MongoDB
              A No-SQL Persistence Alternative
A U S T I N - C O D E - C A M P - 2 0 1 1
MongoDB Replication

                                                                     Node A
                                                                         Primary
                                                             1∆ 2∆

                                  Node B                                                                                  Node C
                                 Secondary                                                                                Secondary
                           1∆ 2∆                                                                                    1∆


                                                 h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m
Introduction to MongoDB
              A No-SQL Persistence Alternative
A U S T I N - C O D E - C A M P - 2 0 1 1
MongoDB Replication

                                                                     Node A
                                                                         Primary
                                                             1∆ 2∆

                                  Node B                                                                                  Node C
                                 Secondary                                                                                Secondary
                           1∆ 2∆                                                                                    1∆


                                                 h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m
Introduction to MongoDB
              A No-SQL Persistence Alternative
A U S T I N - C O D E - C A M P - 2 0 1 1
MongoDB Replication

                        3∆                                           Node A
                                                                         Primary
                                                             1∆ 2∆

                                  Node B                                                                                  Node C
                                 Secondary                                                                                Secondary
                           1∆ 2∆                                                                                    1∆


                                                 h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m
Introduction to MongoDB
              A No-SQL Persistence Alternative
A U S T I N - C O D E - C A M P - 2 0 1 1
MongoDB Replication

                                                                     Node A
                                                                         Primary
                                                             1∆ 2∆ 3∆

                                  Node B                                                                                  Node C
                                 Secondary                                                                                Secondary
                           1∆ 2∆                                                                                    1∆


                                                 h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m
Introduction to MongoDB
              A No-SQL Persistence Alternative
A U S T I N - C O D E - C A M P - 2 0 1 1
MongoDB Replication

                                                                     NodeiA e
                                                                          n
                                                                O ffl    Primary
                                                             1∆ 2∆ 3∆

                                  Node B                                                                                  Node C
                                 Secondary                                                                                Secondary
                           1∆ 2∆                                                                                    1∆


                                                 h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m
Introduction to MongoDB
              A No-SQL Persistence Alternative
A U S T I N - C O D E - C A M P - 2 0 1 1
MongoDB Replication

                                                                     NodeiA e
                                                                          n
                                                                O ffl    Primary
                                                             1∆ 2∆ 3∆

                                  Node B                                                                                  Node C
                                 Secondary                                                                                Secondary
                           1∆ 2∆                                                                                    1∆


                                                 h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m
Introduction to MongoDB
              A No-SQL Persistence Alternative
A U S T I N - C O D E - C A M P - 2 0 1 1
MongoDB Replication
                                                                                                                                      READ
                                                                     NodeiA e
                                                                          n
                                                                                                                                      ONLY


                                                                O ffl    Primary
                                                             1∆ 2∆ 3∆

                                  Node B                                                                                  Node C
                                 Secondary                                                                                Secondary
                           1∆ 2∆                                                                                    1∆


                                                 h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m
Introduction to MongoDB
              A No-SQL Persistence Alternative
A U S T I N - C O D E - C A M P - 2 0 1 1
MongoDB Replication
                                                                                                                                      READ
                                                                     NodeiA e
                                                                          n
                                                                                                                                      ONLY


                                                                O ffl    Primary
                                                             1∆ 2∆ 3∆

                                  Node B                         FIGHT!                                                   Node C
                                 Secondary                                                                                Secondary
                           1∆ 2∆                                                                                    1∆


                                                 h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m
Introduction to MongoDB
              A No-SQL Persistence Alternative
A U S T I N - C O D E - C A M P - 2 0 1 1
MongoDB Replication
                                                                                                                                      READ
                                                                     NodeiA e
                                                                          n
                                                                                                                                      ONLY


                                                                O ffl    Primary
                                                             1∆ 2∆ 3∆

                                  Node B                                   Vote                                           Node C
                                 Secondary                                                                                Secondary
                           1∆ 2∆                                                                                    1∆


                                                 h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m
Introduction to MongoDB
              A No-SQL Persistence Alternative
A U S T I N - C O D E - C A M P - 2 0 1 1
MongoDB Replication
                                                                                                                                      READ
                                                                     NodeiA e
                                                                          n
                                                                                                                                      ONLY


                                                                O ffl    Primary
                                                             1∆ 2∆ 3∆

                                  Node B            ME!                                                Node B
                                                                                                              Node C
                                 Secondary                                                                                Secondary
                           1∆ 2∆                                                                                    1∆


                                                 h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m
Introduction to MongoDB
              A No-SQL Persistence Alternative
A U S T I N - C O D E - C A M P - 2 0 1 1
MongoDB Replication
                                                                                                                                      READ
                                                                     NodeiA e
                                                                          n
                                                                                                                                      ONLY


                                                                O ffl    Primary
                                                             1∆ 2∆ 3∆

                                  Node B                                                                                  Node C
                                 Secondary                                                                                Secondary
                           1∆ 2∆                                                                                    1∆


                                                 h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m
Introduction to MongoDB
              A No-SQL Persistence Alternative
A U S T I N - C O D E - C A M P - 2 0 1 1
MongoDB Replication
                                                                                                                                      READ
                                                                                                                                      ONLY
                                                                      Node B
                                                                     Secondary
                                                             1∆ 2∆

                                 NodeiA e
                                      n                                                                                   Node C
                             O ffl   Primary                                                                              Secondary
                           1∆ 2∆ 3∆                                                                                 1∆


                                                 h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m
Introduction to MongoDB
              A No-SQL Persistence Alternative
A U S T I N - C O D E - C A M P - 2 0 1 1
MongoDB Replication
                                                                                                                                      READ
                                                                                                                                      ONLY
                                                                      Node B
                                                                     Secondary
                                                             1∆ 2∆

                                 NodeiA e
                                      n                                                                                   Node C
                             O ffl   Primary                                                                              Secondary
                           1∆ 2∆ 3∆                                                                                 1∆


                                                 h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m
Introduction to MongoDB
              A No-SQL Persistence Alternative
A U S T I N - C O D E - C A M P - 2 0 1 1
MongoDB Replication

                                                                      Node B
                                                                          Primary
                                                             1∆ 2∆

                                 NodeiA e
                                      n                                                                                   Node C
                             O ffl   Primary                                                                              Secondary
                           1∆ 2∆ 3∆                                                                                 1∆


                                                 h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m
Introduction to MongoDB
              A No-SQL Persistence Alternative
A U S T I N - C O D E - C A M P - 2 0 1 1
MongoDB Replication

                                                                      Node B
                                                                          Primary
                                                             1∆ 2∆

                                 NodeiA e
                                      n                                                                                   Node C
                             O ffl   Primary                                                                              Secondary
                           1∆ 2∆ 3∆                                                                                 1∆ 2∆


                                                 h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m
Introduction to MongoDB
              A No-SQL Persistence Alternative
A U S T I N - C O D E - C A M P - 2 0 1 1
MongoDB Replication

                                                                      Node B
                                                                          Primary
                                                             1∆ 2∆

                                 NodeiA e
                                      n                                                                                   Node C
                             O ffl   Primary                                                                              Secondary
                           1∆ 2∆ 3∆                                                                                 1∆ 2∆


                                                 h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m
Introduction to MongoDB
              A No-SQL Persistence Alternative
A U S T I N - C O D E - C A M P - 2 0 1 1
MongoDB Replication

                          4∆                                          Node B
                                                                          Primary
                                                             1∆ 2∆

                                 NodeiA e
                                      n                                                                                   Node C
                             O ffl   Primary                                                                              Secondary
                           1∆ 2∆ 3∆                                                                                 1∆ 2∆


                                                 h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m
Introduction to MongoDB
              A No-SQL Persistence Alternative
A U S T I N - C O D E - C A M P - 2 0 1 1
MongoDB Replication

                                                                      Node B
                                                                          Primary
                                                             1∆ 2∆                                     4∆

                                 NodeiA e
                                      n                                                                                   Node C
                             O ffl   Primary                                                                              Secondary
                           1∆ 2∆ 3∆                                                                                 1∆ 2∆


                                                 h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m
Introduction to MongoDB
              A No-SQL Persistence Alternative
A U S T I N - C O D E - C A M P - 2 0 1 1
MongoDB Replication

                                                                      Node B
                                                                          Primary
                                                             1∆ 2∆                                     4∆

                                 NodeiA e
                                      n                                                                                   Node C
                             O ffl   Primary                                                                              Secondary
                           1∆ 2∆ 3∆                                                                                 1∆ 2∆


                                                 h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m
Introduction to MongoDB
              A No-SQL Persistence Alternative
A U S T I N - C O D E - C A M P - 2 0 1 1
MongoDB Replication

                                                                      Node B
                                                                          Primary
                                                             1∆ 2∆                                     4∆

                                 NodeiA e
                                      n                                                                                   Node C
                             O ffl   Primary                                                                              Secondary
                           1∆ 2∆ 3∆                                                                                 1∆ 2∆             4∆


                                                 h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m
Introduction to MongoDB
              A No-SQL Persistence Alternative
A U S T I N - C O D E - C A M P - 2 0 1 1
MongoDB Replication

                                                                      Node B
                                                                          Primary
                                                             1∆ 2∆                                     4∆

                                 NodeiA e
                                      n                                                                                   Node C
                             O ffl   Primary                                                                              Secondary
                           1∆ 2∆ 3∆                                                                                 1∆ 2∆             4∆


                                                 h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m
Introduction to MongoDB
              A No-SQL Persistence Alternative
A U S T I N - C O D E - C A M P - 2 0 1 1
MongoDB Replication

                                                                      Node B
                                                                          Primary
                                                             1∆ 2∆                                     4∆

                                 Node A                                                                                   Node C
                                     Primary                                                                              Secondary
                           1∆ 2∆ 3∆                                                                                 1∆ 2∆             4∆


                                                 h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m
Introduction to MongoDB
              A No-SQL Persistence Alternative
A U S T I N - C O D E - C A M P - 2 0 1 1
MongoDB Replication

                                                                      Node B
                                                                          Primary
                                                             1∆ 2∆                                     4∆

                                 Node A                                                                                   Node C
                               Recovering...                                                                              Secondary
                           1∆ 2∆ 3∆                                                                                 1∆ 2∆             4∆


                                                 h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m
Introduction to MongoDB
              A No-SQL Persistence Alternative
A U S T I N - C O D E - C A M P - 2 0 1 1
MongoDB Replication

                                                                      Node B
                                                                          Primary
                                                             1∆ 2∆                                     4∆

                                 Node A                                                                                   Node C
                               Recovering...                                                                              Secondary
                           1∆ 2∆ 3∆                                                                                 1∆ 2∆             4∆


                                                 h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m
Introduction to MongoDB
              A No-SQL Persistence Alternative
A U S T I N - C O D E - C A M P - 2 0 1 1
MongoDB Replication

                                                                      Node B
                                                                          Primary
                                                             1∆ 2∆                                     4∆

                                 Node A                                                                                   Node C
                               Recovering...                                                                              Secondary
                           1∆ 2∆ 3∆                                                                                 1∆ 2∆             4∆


                                                 h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m
Introduction to MongoDB
              A No-SQL Persistence Alternative
A U S T I N - C O D E - C A M P - 2 0 1 1
Introduction to MongoDB - Austin Code Camp 2011
Introduction to MongoDB - Austin Code Camp 2011
Introduction to MongoDB - Austin Code Camp 2011
Introduction to MongoDB - Austin Code Camp 2011
Introduction to MongoDB - Austin Code Camp 2011
Introduction to MongoDB - Austin Code Camp 2011
Introduction to MongoDB - Austin Code Camp 2011
Introduction to MongoDB - Austin Code Camp 2011
Introduction to MongoDB - Austin Code Camp 2011
Introduction to MongoDB - Austin Code Camp 2011
Introduction to MongoDB - Austin Code Camp 2011
Introduction to MongoDB - Austin Code Camp 2011
Introduction to MongoDB - Austin Code Camp 2011
Introduction to MongoDB - Austin Code Camp 2011
Introduction to MongoDB - Austin Code Camp 2011
Introduction to MongoDB - Austin Code Camp 2011
Introduction to MongoDB - Austin Code Camp 2011
Introduction to MongoDB - Austin Code Camp 2011
Introduction to MongoDB - Austin Code Camp 2011
Introduction to MongoDB - Austin Code Camp 2011
Introduction to MongoDB - Austin Code Camp 2011
Introduction to MongoDB - Austin Code Camp 2011
Introduction to MongoDB - Austin Code Camp 2011
Introduction to MongoDB - Austin Code Camp 2011
Introduction to MongoDB - Austin Code Camp 2011
Introduction to MongoDB - Austin Code Camp 2011
Introduction to MongoDB - Austin Code Camp 2011
Introduction to MongoDB - Austin Code Camp 2011
Introduction to MongoDB - Austin Code Camp 2011
Introduction to MongoDB - Austin Code Camp 2011
Introduction to MongoDB - Austin Code Camp 2011
Introduction to MongoDB - Austin Code Camp 2011
Introduction to MongoDB - Austin Code Camp 2011
Introduction to MongoDB - Austin Code Camp 2011
Introduction to MongoDB - Austin Code Camp 2011
Introduction to MongoDB - Austin Code Camp 2011
Introduction to MongoDB - Austin Code Camp 2011
Introduction to MongoDB - Austin Code Camp 2011
Introduction to MongoDB - Austin Code Camp 2011
Introduction to MongoDB - Austin Code Camp 2011
Introduction to MongoDB - Austin Code Camp 2011
Introduction to MongoDB - Austin Code Camp 2011
Introduction to MongoDB - Austin Code Camp 2011
Introduction to MongoDB - Austin Code Camp 2011
Introduction to MongoDB - Austin Code Camp 2011
Introduction to MongoDB - Austin Code Camp 2011
Introduction to MongoDB - Austin Code Camp 2011
Introduction to MongoDB - Austin Code Camp 2011
Introduction to MongoDB - Austin Code Camp 2011
Introduction to MongoDB - Austin Code Camp 2011
Introduction to MongoDB - Austin Code Camp 2011
Introduction to MongoDB - Austin Code Camp 2011
Introduction to MongoDB - Austin Code Camp 2011
Introduction to MongoDB - Austin Code Camp 2011
Introduction to MongoDB - Austin Code Camp 2011
Introduction to MongoDB - Austin Code Camp 2011
Introduction to MongoDB - Austin Code Camp 2011
Introduction to MongoDB - Austin Code Camp 2011
Introduction to MongoDB - Austin Code Camp 2011
Introduction to MongoDB - Austin Code Camp 2011
Introduction to MongoDB - Austin Code Camp 2011
Introduction to MongoDB - Austin Code Camp 2011
Introduction to MongoDB - Austin Code Camp 2011
Introduction to MongoDB - Austin Code Camp 2011
Introduction to MongoDB - Austin Code Camp 2011
Introduction to MongoDB - Austin Code Camp 2011
Introduction to MongoDB - Austin Code Camp 2011
Introduction to MongoDB - Austin Code Camp 2011
Introduction to MongoDB - Austin Code Camp 2011
Introduction to MongoDB - Austin Code Camp 2011
Introduction to MongoDB - Austin Code Camp 2011
Introduction to MongoDB - Austin Code Camp 2011
Introduction to MongoDB - Austin Code Camp 2011
Introduction to MongoDB - Austin Code Camp 2011
Introduction to MongoDB - Austin Code Camp 2011
Introduction to MongoDB - Austin Code Camp 2011
Introduction to MongoDB - Austin Code Camp 2011
Introduction to MongoDB - Austin Code Camp 2011
Introduction to MongoDB - Austin Code Camp 2011
Introduction to MongoDB - Austin Code Camp 2011
Introduction to MongoDB - Austin Code Camp 2011
Introduction to MongoDB - Austin Code Camp 2011
Introduction to MongoDB - Austin Code Camp 2011
Introduction to MongoDB - Austin Code Camp 2011
Introduction to MongoDB - Austin Code Camp 2011
Introduction to MongoDB - Austin Code Camp 2011
Introduction to MongoDB - Austin Code Camp 2011
Introduction to MongoDB - Austin Code Camp 2011
Introduction to MongoDB - Austin Code Camp 2011

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Introduction to MongoDB - Austin Code Camp 2011

  • 1. +)1*3$&4(56&4#70&89::& !"#$%&'()&*(&+,,&-).&/0($1(.12& h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m Introduction to MongoDB A No-SQL Persistence Alternative A U S T I N - C O D E - C A M P - 2 0 1 1
  • 2. h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m
  • 3. Introduction to MongoDB A No-SQL Persistence Alternative A U S T I N - C O D E - C A M P - 2 0 1 1 Chris Edwards h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m
  • 4. MongoDB h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m
  • 5. About Me Chris Edwards Architect at BancVue Ltd. Email: ChrisEdwards357@gmail.com Blog: http://chrisedwards.dreamhosters.com Twitter: @cedwards Github: http://github.com/chrisedwards (Sample code for this talk is posted) h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m Introduction to MongoDB A No-SQL Persistence Alternative A U S T I N - C O D E - C A M P - 2 0 1 1
  • 6. MongoDB Session Roadmap • What is the NoSQL Movement? • What is MongoDB? • Installing • Using the Mongo Shell • Accessing MongoDB via REST • Replication • Sharding h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m Introduction to MongoDB A No-SQL Persistence Alternative A U S T I N - C O D E - C A M P - 2 0 1 1
  • 7. What is No-SQL? h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m Introduction to MongoDB A No-SQL Persistence Alternative A U S T I N - C O D E - C A M P - 2 0 1 1
  • 8. What is No-SQL? “Next Generation Databases mostly addressing some of the points: being non-relational, distributed, open-source and horizontal scalable. ... schema-free, easy replication support, simple API, eventually consistent ...” - nosql-database.org h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m Introduction to MongoDB A No-SQL Persistence Alternative A U S T I N - C O D E - C A M P - 2 0 1 1
  • 9. What is No-SQL? “Next Generation Databases mostly addressing some of the points: being non-relational, distributed, open-source and horizontal scalable. ... schema-free, easy replication support, simple API, eventually consistent ...” - nosql-database.org • Non-Relational • Schema-Free • Distributed • Replication Support • Open-Source • Simple API • Horizontally Scalable • Eventually Consistent h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m Introduction to MongoDB A No-SQL Persistence Alternative A U S T I N - C O D E - C A M P - 2 0 1 1
  • 10. What is No-SQL? It’s about using the right tool for the job. • Not all systems have the same data needs. • Sql is not the only option, nor is it always the best one. • Consider all options carefully and choose wisely. h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m Introduction to MongoDB A No-SQL Persistence Alternative A U S T I N - C O D E - C A M P - 2 0 1 1
  • 11. What is No-SQL? It’s about using the right tool for the job. • Not all systems have the same data needs. • Sql is not the only option, nor is it always the best one. • Consider all options carefully and choose wisely. Not Only SQL h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m Introduction to MongoDB A No-SQL Persistence Alternative A U S T I N - C O D E - C A M P - 2 0 1 1
  • 12. What is No-SQL? It’s about using the right tool for the job. • Not all systems have the same data needs. • Sql is not the only option, nor is it always the best one. • Consider all options carefully and choose wisely. Not Only SQL It’s not about flaming SQL. h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m Introduction to MongoDB A No-SQL Persistence Alternative A U S T I N - C O D E - C A M P - 2 0 1 1
  • 13. What is No-SQL? It’s about using the right tool for the job. • Not all systems have the same data needs. • Sql is not the only option, nor is it always the best one. • Consider all options carefully and choose wisely. Not Only SQL It’s not about flaming SQL. Its about opening our minds to new technologies. h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m Introduction to MongoDB A No-SQL Persistence Alternative A U S T I N - C O D E - C A M P - 2 0 1 1
  • 14. MongoDB Session Roadmap • What is the NoSQL Movement? • What is MongoDB? • Installing • Using the Mongo Shell • Accessing MongoDB via REST • Replication • Sharding h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m Introduction to MongoDB A No-SQL Persistence Alternative A U S T I N - C O D E - C A M P - 2 0 1 1
  • 15. MongoDB Session Roadmap • What is the NoSQL Movement? • What is MongoDB? • Installing • Using the Mongo Shell • Accessing MongoDB via REST • Replication • Sharding h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m Introduction to MongoDB A No-SQL Persistence Alternative A U S T I N - C O D E - C A M P - 2 0 1 1
  • 16. What is MongoDB? • Document-oriented database - Uses JSON (BSON actually) • Schema-free • Performant - Written in C++ - Full index support - No transactions (has atomic operations) “Mongo only pawn in game of life” - Memory-mapped files (delayed writes) • Replication & High Availability • Auto Sharding • Commercially supported (10gen) - Lots of documentation h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m Introduction to MongoDB A No-SQL Persistence Alternative A U S T I N - C O D E - C A M P - 2 0 1 1
  • 17. Other Features of MongoDB • Document-based queries - Flexible document queries expressed in JSON/Javascript. • Map Reduce - Flexible aggregation and data processing. - Queries run in parallel on all shards. • GridFS - Store files of any size easily. • Geospatial Indexing - Find object based on location. (i.e. find closest n items to x) • Many Production Deployments h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m Introduction to MongoDB A No-SQL Persistence Alternative A U S T I N - C O D E - C A M P - 2 0 1 1
  • 18. Other Features of MongoDB • Supported on Multiple Platforms - OSX - Linux - Solaris - Windows - FreeBSD h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m Introduction to MongoDB A No-SQL Persistence Alternative A U S T I N - C O D E - C A M P - 2 0 1 1
  • 19. MongoDB Basic Concepts Document - Analogous to a row in RDBMS - Represented as JSON (BSON) - Hierarchical - Can reference other documents h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m Introduction to MongoDB A No-SQL Persistence Alternative A U S T I N - C O D E - C A M P - 2 0 1 1
  • 20. MongoDB Basic Concepts Collection - Analogous to a table in RDBMS - Collection of documents - Documents can be anything - Advantageous if they are similar h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m Introduction to MongoDB A No-SQL Persistence Alternative A U S T I N - C O D E - C A M P - 2 0 1 1
  • 21. MongoDB Basic Concepts Embedding {
'_id':
objectid('4b980a6dea2c3f4579da141e'), - Analogous to a foreign key 

'user_id':
objectid('4b980a6dea2c3f4579a4f54'), 

'state':
'in_cart', - Think “pre-joined relationship”. 

'line_items':
[ - Clearer conceptual model. 



{
'sku':
'jc‐432', 





'name':
'John
Coltrane:
A
Love
Supreme', - DDD Aggregate Root 





'retail_price':
1099 - Can be 



}, - Sub Objects 



{
'sku':
'ly‐211', 





'name':
'Larry
Young:
Unity', - Collections 





'retail_price':
1199 



} 

], 

'shipping_address':
{ 



'street':
'3333
Greene
Ave.', 



'city':
'Brooklyn', 



'state':
'NY', 



'zip':
'11216' 

}, 

'subtotal':
2199 } h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m Introduction to MongoDB A No-SQL Persistence Alternative A U S T I N - C O D E - C A M P - 2 0 1 1
  • 22. MongoDB Basic Concepts Embedding {
'_id':
objectid('4b980a6dea2c3f4579da141e'), - Analogous to a foreign key 

'user_id':
objectid('4b980a6dea2c3f4579a4f54'), 

'state':
'in_cart', - Think “pre-joined relationship” 

'line_items':
[ - Clearer conceptual model. 



{
'sku':
'jc‐432', 





'name':
'John
Coltrane:
A
Love
Supreme', - DDD Aggregate Root 





'retail_price':
1099 - Can be 



}, - Sub Objects 



{
'sku':
'ly‐211', 





'name':
'Larry
Young:
Unity', - Collections 





'retail_price':
1199 



} 

], 

'shipping_address':
{ References 



'street':
'3333
Greene
Ave.', 



'city':
'Brooklyn', 



'state':
'NY', - Analogous to a foreign key 



'zip':
'11216' 

}, - Think “relationship” 

'subtotal':
2199 } h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m Introduction to MongoDB A No-SQL Persistence Alternative A U S T I N - C O D E - C A M P - 2 0 1 1
  • 23. MongoDB Basic Operations Querying All the following queries will find the document. {
'_id':
objectid('4b980a6dea2c3f4579da141e'), 

'user_id':
objectid('4b980a6dea2c3f4579a4f54'), 

'state':
'in_cart', 

'line_items':
[ 



{
'sku':
'jc‐432', 





'name':
'John
Coltrane:
A
Love
Supreme', 





'retail_price':
1099 



}, 



{
'sku':
'ly‐211', 





'name':
'Larry
Young:
Unity', 





'retail_price':
1199 



} 

], 

'shipping_address':
{ 



'street':
'3333
Greene
Ave.', 



'city':
'Brooklyn', 



'state':
'NY', 



'zip':
'11216' 

}, 

'subtotal':
2199 } h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m Introduction to MongoDB A No-SQL Persistence Alternative A U S T I N - C O D E - C A M P - 2 0 1 1
  • 24. MongoDB Basic Operations Querying All the following queries will find the document. By property value db.orders.find(
{
"state":
"in_cart"
}
); {
'_id':
objectid('4b980a6dea2c3f4579da141e'), 

'user_id':
objectid('4b980a6dea2c3f4579a4f54'), 

'state':
'in_cart', 

'line_items':
[ 



{
'sku':
'jc‐432', 





'name':
'John
Coltrane:
A
Love
Supreme', 





'retail_price':
1099 



}, 



{
'sku':
'ly‐211', 





'name':
'Larry
Young:
Unity', 





'retail_price':
1199 



} 

], 

'shipping_address':
{ 



'street':
'3333
Greene
Ave.', 



'city':
'Brooklyn', 



'state':
'NY', 



'zip':
'11216' 

}, 

'subtotal':
2199 } h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m Introduction to MongoDB A No-SQL Persistence Alternative A U S T I N - C O D E - C A M P - 2 0 1 1
  • 25. MongoDB Basic Operations Querying All the following queries will find the document. By property value db.orders.find(
{
"state":
"in_cart"
}
); {
'_id':
objectid('4b980a6dea2c3f4579da141e'), By embedded object property value 

'user_id':
objectid('4b980a6dea2c3f4579a4f54'), 

'state':
'in_cart', db.orders.find(
{
"shipping_address.state":
"NY"
}
); 

'line_items':
[ 



{
'sku':
'jc‐432', 





'name':
'John
Coltrane:
A
Love
Supreme', 





'retail_price':
1099 



}, 



{
'sku':
'ly‐211', 





'name':
'Larry
Young:
Unity', 





'retail_price':
1199 



} 

], 

'shipping_address':
{ 



'street':
'3333
Greene
Ave.', 



'city':
'Brooklyn', 



'state':
'NY', 



'zip':
'11216' 

}, 

'subtotal':
2199 } h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m Introduction to MongoDB A No-SQL Persistence Alternative A U S T I N - C O D E - C A M P - 2 0 1 1
  • 26. MongoDB Basic Operations Querying All the following queries will find the document. By property value db.orders.find(
{
"state":
"in_cart"
}
); {
'_id':
objectid('4b980a6dea2c3f4579da141e'), By embedded object property value 

'user_id':
objectid('4b980a6dea2c3f4579a4f54'), 

'state':
'in_cart', db.orders.find(
{
"shipping_address.state":
"NY"
}
); 

'line_items':
[ 



{
'sku':
'jc‐432', 





'name':
'John
Coltrane:
A
Love
Supreme', With comparison operators 





'retail_price':
1099 



}, db.orders.find(
{
"subtotal":
{
$gt:
2000
}
}
); 



{
'sku':
'ly‐211', 





'name':
'Larry
Young:
Unity', 





'retail_price':
1199 



} 

], 

'shipping_address':
{ 



'street':
'3333
Greene
Ave.', 



'city':
'Brooklyn', 



'state':
'NY', 



'zip':
'11216' 

}, 

'subtotal':
2199 } h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m Introduction to MongoDB A No-SQL Persistence Alternative A U S T I N - C O D E - C A M P - 2 0 1 1
  • 27. MongoDB Basic Operations Querying All the following queries will find the document. By property value db.orders.find(
{
"state":
"in_cart"
}
); {
'_id':
objectid('4b980a6dea2c3f4579da141e'), By embedded object property value 

'user_id':
objectid('4b980a6dea2c3f4579a4f54'), 

'state':
'in_cart', db.orders.find(
{
"shipping_address.state":
"NY"
}
); 

'line_items':
[ 



{
'sku':
'jc‐432', 





'name':
'John
Coltrane:
A
Love
Supreme', With comparison operators 





'retail_price':
1099 



}, db.orders.find(
{
"subtotal":
{
$gt:
2000
}
}
); 



{
'sku':
'ly‐211', 





'name':
'Larry
Young:
Unity', 





'retail_price':
1199 



} Values in collections (implicit “in”) 

], db.orders.find(
{
"line_items.sku":
"ly‐211"
}
); 

'shipping_address':
{ 



'street':
'3333
Greene
Ave.', 



'city':
'Brooklyn', 



'state':
'NY', 



'zip':
'11216' 

}, 

'subtotal':
2199 } h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m Introduction to MongoDB A No-SQL Persistence Alternative A U S T I N - C O D E - C A M P - 2 0 1 1
  • 28. MongoDB Basic Operations Indexing {
'_id':
objectid('4b980a6dea2c3f4579da141e'), 

'user_id':
objectid('4b980a6dea2c3f4579a4f54'), 

'state':
'in_cart', 

'line_items':
[ 



{
'sku':
'jc‐432', 





'name':
'John
Coltrane:
A
Love
Supreme', 





'retail_price':
1099 



}, 



{
'sku':
'ly‐211', 





'name':
'Larry
Young:
Unity', 





'retail_price':
1199 



} 

], 

'shipping_address':
{ 



'street':
'3333
Greene
Ave.', 



'city':
'Brooklyn', 



'state':
'NY', 



'zip':
'11216' 

}, 

'subtotal':
2199 } h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m Introduction to MongoDB A No-SQL Persistence Alternative A U S T I N - C O D E - C A M P - 2 0 1 1
  • 29. MongoDB Basic Operations Indexing On property value db.orders.ensureIndex(
{
"state":
1
}
); {
'_id':
objectid('4b980a6dea2c3f4579da141e'), 

'user_id':
objectid('4b980a6dea2c3f4579a4f54'), 

'state':
'in_cart', 

'line_items':
[ 



{
'sku':
'jc‐432', 





'name':
'John
Coltrane:
A
Love
Supreme', 





'retail_price':
1099 



}, 



{
'sku':
'ly‐211', 





'name':
'Larry
Young:
Unity', 





'retail_price':
1199 



} 

], 

'shipping_address':
{ 



'street':
'3333
Greene
Ave.', 



'city':
'Brooklyn', 



'state':
'NY', 



'zip':
'11216' 

}, 

'subtotal':
2199 } h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m Introduction to MongoDB A No-SQL Persistence Alternative A U S T I N - C O D E - C A M P - 2 0 1 1
  • 30. MongoDB Basic Operations Indexing On property value db.orders.ensureIndex(
{
"state":
1
}
); On embedded object property {
'_id':
objectid('4b980a6dea2c3f4579da141e'), db.orders.ensureIndex(
{
"shipping_address.state":
1
}
); 

'user_id':
objectid('4b980a6dea2c3f4579a4f54'), 

'state':
'in_cart', 

'line_items':
[ 



{
'sku':
'jc‐432', 





'name':
'John
Coltrane:
A
Love
Supreme', 





'retail_price':
1099 



}, 



{
'sku':
'ly‐211', 





'name':
'Larry
Young:
Unity', 





'retail_price':
1199 



} 

], 

'shipping_address':
{ 



'street':
'3333
Greene
Ave.', 



'city':
'Brooklyn', 



'state':
'NY', 



'zip':
'11216' 

}, 

'subtotal':
2199 } h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m Introduction to MongoDB A No-SQL Persistence Alternative A U S T I N - C O D E - C A M P - 2 0 1 1
  • 31. MongoDB Basic Operations Indexing On property value db.orders.ensureIndex(
{
"state":
1
}
); On embedded object property {
'_id':
objectid('4b980a6dea2c3f4579da141e'), db.orders.ensureIndex(
{
"shipping_address.state":
1
}
); 

'user_id':
objectid('4b980a6dea2c3f4579a4f54'), 

'state':
'in_cart', 

'line_items':
[ On embedded collections 



{
'sku':
'jc‐432', 





'name':
'John
Coltrane:
A
Love
Supreme', db.orders.ensureIndex(
{
"line_items.sku":
1
}
); 





'retail_price':
1099 



}, 



{
'sku':
'ly‐211', 





'name':
'Larry
Young:
Unity', 





'retail_price':
1199 



} 

], 

'shipping_address':
{ 



'street':
'3333
Greene
Ave.', 



'city':
'Brooklyn', 



'state':
'NY', 



'zip':
'11216' 

}, 

'subtotal':
2199 } h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m Introduction to MongoDB A No-SQL Persistence Alternative A U S T I N - C O D E - C A M P - 2 0 1 1
  • 32. MongoDB Basic Operations Indexing On property value db.orders.ensureIndex(
{
"state":
1
}
); On embedded object property {
'_id':
objectid('4b980a6dea2c3f4579da141e'), db.orders.ensureIndex(
{
"shipping_address.state":
1
}
); 

'user_id':
objectid('4b980a6dea2c3f4579a4f54'), 

'state':
'in_cart', 

'line_items':
[ On embedded collections 



{
'sku':
'jc‐432', 





'name':
'John
Coltrane:
A
Love
Supreme', db.orders.ensureIndex(
{
"line_items.sku":
1
}
); 





'retail_price':
1099 



}, 



{
'sku':
'ly‐211', On multiple keys 





'name':
'Larry
Young:
Unity', 





'retail_price':
1199 db.orders.ensureIndex(
{
"shipping_address.state":
1, 



} 

], 
























"subtotal":
‐1
}
); 

'shipping_address':
{ 



'street':
'3333
Greene
Ave.', 



'city':
'Brooklyn', 



'state':
'NY', 



'zip':
'11216' 

}, 

'subtotal':
2199 } h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m Introduction to MongoDB A No-SQL Persistence Alternative A U S T I N - C O D E - C A M P - 2 0 1 1
  • 33. MongoDB Basic Operations Inserting db.orders.save(
{ 



'user_name':
'Bob
Smith', 



'state':
'in_cart', 



'shipping_address':
{ 





'street':
'1234
Morgan
Ave.', 





'city':
'Austin', 





'state':
'TX', 





'zip':
'78660' 



}, 



'subtotal':
0 

}
); h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m Introduction to MongoDB A No-SQL Persistence Alternative A U S T I N - C O D E - C A M P - 2 0 1 1
  • 34. MongoDB Basic Operations Updating Using Query/Modify/Save var
order
=
db.orders.find(
{
'user_name':
'Bob
Smith'
}
); order.state
=
'in_cart'; order.line_items.push(
{
'sku':
'md‐12', 
























'price':
2500, 
























'title':
'Basketball'
}
); order.subtotal
=
order.subtotal
+
2500; db.orders.save(
order
); h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m Introduction to MongoDB A No-SQL Persistence Alternative A U S T I N - C O D E - C A M P - 2 0 1 1
  • 35. MongoDB Basic Operations Updating Using Query/Modify/Save var
order
=
db.orders.find(
{
'user_name':
'Bob
Smith'
}
); order.state
=
'in_cart'; order.line_items.push(
{
'sku':
'md‐12', 
























'price':
2500, 
























'title':
'Basketball'
}
); order.subtotal
=
order.subtotal
+
2500; db.orders.save(
order
); • Requires each object to be loaded in memory. • Requires multiple hits to the database. • Very inefficient. h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m Introduction to MongoDB A No-SQL Persistence Alternative A U S T I N - C O D E - C A M P - 2 0 1 1
  • 36. MongoDB Basic Operations Updating Using Atomic Updates db.orders.update(
{
'_id':
order_id
}, 



{

$set:
{
'state':
'in_cart'
}, 





$push:
{
'line_items':
{
'sku':
'md‐12', 






























'price':
2500, 






























'title':
'Basketball'
} 












}, 






$inc:
{
'subtotal':
2500
} 



}
); h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m Introduction to MongoDB A No-SQL Persistence Alternative A U S T I N - C O D E - C A M P - 2 0 1 1
  • 37. MongoDB Basic Operations Updating Using Atomic Updates db.orders.update(
{
'_id':
order_id
}, 



{

$set:
{
'state':
'in_cart'
}, 





$push:
{
'line_items':
{
'sku':
'md‐12', 






























'price':
2500, 






























'title':
'Basketball'
} 












}, 






$inc:
{
'subtotal':
2500
} 



}
); • Analogous to transactions. • Requires only one trip to the database. • Operations are atomic. • Can perform multiple operations at once. h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m Introduction to MongoDB A No-SQL Persistence Alternative A U S T I N - C O D E - C A M P - 2 0 1 1
  • 38. MongoDB System Components h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m Introduction to MongoDB A No-SQL Persistence Alternative A U S T I N - C O D E - C A M P - 2 0 1 1
  • 39. MongoDB System Components mongod.exe The database server h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m Introduction to MongoDB A No-SQL Persistence Alternative A U S T I N - C O D E - C A M P - 2 0 1 1
  • 40. MongoDB System Components mongod.exe mongo.exe The database server The interactive shell h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m Introduction to MongoDB A No-SQL Persistence Alternative A U S T I N - C O D E - C A M P - 2 0 1 1
  • 41. MongoDB System Components mongod.exe mongo.exe The database server The interactive shell mongos.exe The sharding router h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m Introduction to MongoDB A No-SQL Persistence Alternative A U S T I N - C O D E - C A M P - 2 0 1 1
  • 42. MongoDB Session Roadmap • What is the NoSQL Movement? • What is MongoDB? • Installing • Using the Mongo Shell • Accessing MongoDB via REST • Replication • Sharding h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m Introduction to MongoDB A No-SQL Persistence Alternative A U S T I N - C O D E - C A M P - 2 0 1 1
  • 43. MongoDB Session Roadmap • What is the NoSQL Movement? • What is MongoDB? • Installing • Using the Mongo Shell • Accessing MongoDB via REST • Replication • Sharding h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m Introduction to MongoDB A No-SQL Persistence Alternative A U S T I N - C O D E - C A M P - 2 0 1 1
  • 44. Installing MongoDB 1. Download MongoDB. www.mongodb.com/downloads 2. Extract it. 3. Create the data folder. usually /data/db -or- C:datadb 4. Run mongod.exe h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m Introduction to MongoDB A No-SQL Persistence Alternative A U S T I N - C O D E - C A M P - 2 0 1 1
  • 45. Installing MongoDB 1. Download MongoDB. www.mongodb.com/downloads 2. Extract it. 3. Create the data folder. usually /data/db -or- C:datadb 4. Run mongod.exe That’s it! h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m Introduction to MongoDB A No-SQL Persistence Alternative A U S T I N - C O D E - C A M P - 2 0 1 1
  • 46. MongoDB Session Roadmap • What is the NoSQL Movement? • What is MongoDB? • Installing • Using the Mongo Shell • Accessing MongoDB via REST • Replication • Sharding h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m Introduction to MongoDB A No-SQL Persistence Alternative A U S T I N - C O D E - C A M P - 2 0 1 1
  • 47. MongoDB Session Roadmap • What is the NoSQL Movement? • What is MongoDB? • Installing • Using the Mongo Shell • Accessing MongoDB via REST • Replication • Sharding h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m Introduction to MongoDB A No-SQL Persistence Alternative A U S T I N - C O D E - C A M P - 2 0 1 1
  • 48. Accessing MongoDB via the Shell • Inserting a document into a collection. • Querying a collection. • Modifying a document. • Deleting a document. h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m Introduction to MongoDB A No-SQL Persistence Alternative A U S T I N - C O D E - C A M P - 2 0 1 1
  • 49. Accessing MongoDB via the Shell • Inserting a document into a collection. • Querying a collection. • Modifying a document. • Deleting a document. Lets do it! h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m Introduction to MongoDB A No-SQL Persistence Alternative A U S T I N - C O D E - C A M P - 2 0 1 1
  • 50. MongoDB Session Roadmap • What is the NoSQL Movement? • What is MongoDB? • Installing • Using the Mongo Shell • Accessing MongoDB via REST • Replication • Sharding h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m Introduction to MongoDB A No-SQL Persistence Alternative A U S T I N - C O D E - C A M P - 2 0 1 1
  • 51. MongoDB Session Roadmap • What is the NoSQL Movement? • What is MongoDB? • Installing • Using the Mongo Shell • Accessing MongoDB via REST • Replication • Sharding h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m Introduction to MongoDB A No-SQL Persistence Alternative A U S T I N - C O D E - C A M P - 2 0 1 1
  • 52. Accessing MongoDB via REST • To enable basic REST interface, use --rest command line. - mongod.exe --rest • REST interface uses port +1000. - http://127.0.0.1:28017/database/collection/ - http://127.0.0.1:28017/database/collection/?filter&Field=Value • Full REST support is provided by the Sleepy.Mongoose lib. - http://github.com/kchodorow/sleepy.mongoose h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m Introduction to MongoDB A No-SQL Persistence Alternative A U S T I N - C O D E - C A M P - 2 0 1 1
  • 53. MongoDB Session Roadmap • What is the NoSQL Movement? • What is MongoDB? • Installing • Using the Mongo Shell • Accessing MongoDB via REST • Replication • Sharding h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m Introduction to MongoDB A No-SQL Persistence Alternative A U S T I N - C O D E - C A M P - 2 0 1 1
  • 54. MongoDB Session Roadmap • What is the NoSQL Movement? • What is MongoDB? • Installing • Using the Mongo Shell • Accessing MongoDB via REST • Replication • Sharding h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m Introduction to MongoDB A No-SQL Persistence Alternative A U S T I N - C O D E - C A M P - 2 0 1 1
  • 55. MongoDB Replication Replica Sets - Full Failover support - Supports more than 2 servers in a replica cluster - Data center and rack aware - Can have passive set members (slaves) that are never primary h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m Introduction to MongoDB A No-SQL Persistence Alternative A U S T I N - C O D E - C A M P - 2 0 1 1
  • 56. MongoDB Replication Node A Primary Node B Node C Secondary Secondary h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m Introduction to MongoDB A No-SQL Persistence Alternative A U S T I N - C O D E - C A M P - 2 0 1 1
  • 57. MongoDB Replication 1∆ Node A Primary Node B Node C Secondary Secondary h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m Introduction to MongoDB A No-SQL Persistence Alternative A U S T I N - C O D E - C A M P - 2 0 1 1
  • 58. MongoDB Replication Node A Primary 1∆ Node B Node C Secondary Secondary h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m Introduction to MongoDB A No-SQL Persistence Alternative A U S T I N - C O D E - C A M P - 2 0 1 1
  • 59. MongoDB Replication Node A Primary 1∆ Node B Node C Secondary Secondary 1∆ 1∆ h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m Introduction to MongoDB A No-SQL Persistence Alternative A U S T I N - C O D E - C A M P - 2 0 1 1
  • 60. MongoDB Replication Node A Primary 1∆ Node B Node C Secondary Secondary 1∆ 1∆ h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m Introduction to MongoDB A No-SQL Persistence Alternative A U S T I N - C O D E - C A M P - 2 0 1 1
  • 61. MongoDB Replication 2∆ Node A Primary 1∆ Node B Node C Secondary Secondary 1∆ 1∆ h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m Introduction to MongoDB A No-SQL Persistence Alternative A U S T I N - C O D E - C A M P - 2 0 1 1
  • 62. MongoDB Replication Node A Primary 1∆ 2∆ Node B Node C Secondary Secondary 1∆ 1∆ h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m Introduction to MongoDB A No-SQL Persistence Alternative A U S T I N - C O D E - C A M P - 2 0 1 1
  • 63. MongoDB Replication Node A Primary 1∆ 2∆ Node B Node C Secondary Secondary 1∆ 2∆ 1∆ h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m Introduction to MongoDB A No-SQL Persistence Alternative A U S T I N - C O D E - C A M P - 2 0 1 1
  • 64. MongoDB Replication Node A Primary 1∆ 2∆ Node B Node C Secondary Secondary 1∆ 2∆ 1∆ h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m Introduction to MongoDB A No-SQL Persistence Alternative A U S T I N - C O D E - C A M P - 2 0 1 1
  • 65. MongoDB Replication 3∆ Node A Primary 1∆ 2∆ Node B Node C Secondary Secondary 1∆ 2∆ 1∆ h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m Introduction to MongoDB A No-SQL Persistence Alternative A U S T I N - C O D E - C A M P - 2 0 1 1
  • 66. MongoDB Replication Node A Primary 1∆ 2∆ 3∆ Node B Node C Secondary Secondary 1∆ 2∆ 1∆ h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m Introduction to MongoDB A No-SQL Persistence Alternative A U S T I N - C O D E - C A M P - 2 0 1 1
  • 67. MongoDB Replication NodeiA e n O ffl Primary 1∆ 2∆ 3∆ Node B Node C Secondary Secondary 1∆ 2∆ 1∆ h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m Introduction to MongoDB A No-SQL Persistence Alternative A U S T I N - C O D E - C A M P - 2 0 1 1
  • 68. MongoDB Replication NodeiA e n O ffl Primary 1∆ 2∆ 3∆ Node B Node C Secondary Secondary 1∆ 2∆ 1∆ h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m Introduction to MongoDB A No-SQL Persistence Alternative A U S T I N - C O D E - C A M P - 2 0 1 1
  • 69. MongoDB Replication READ NodeiA e n ONLY O ffl Primary 1∆ 2∆ 3∆ Node B Node C Secondary Secondary 1∆ 2∆ 1∆ h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m Introduction to MongoDB A No-SQL Persistence Alternative A U S T I N - C O D E - C A M P - 2 0 1 1
  • 70. MongoDB Replication READ NodeiA e n ONLY O ffl Primary 1∆ 2∆ 3∆ Node B FIGHT! Node C Secondary Secondary 1∆ 2∆ 1∆ h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m Introduction to MongoDB A No-SQL Persistence Alternative A U S T I N - C O D E - C A M P - 2 0 1 1
  • 71. MongoDB Replication READ NodeiA e n ONLY O ffl Primary 1∆ 2∆ 3∆ Node B Vote Node C Secondary Secondary 1∆ 2∆ 1∆ h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m Introduction to MongoDB A No-SQL Persistence Alternative A U S T I N - C O D E - C A M P - 2 0 1 1
  • 72. MongoDB Replication READ NodeiA e n ONLY O ffl Primary 1∆ 2∆ 3∆ Node B ME! Node B Node C Secondary Secondary 1∆ 2∆ 1∆ h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m Introduction to MongoDB A No-SQL Persistence Alternative A U S T I N - C O D E - C A M P - 2 0 1 1
  • 73. MongoDB Replication READ NodeiA e n ONLY O ffl Primary 1∆ 2∆ 3∆ Node B Node C Secondary Secondary 1∆ 2∆ 1∆ h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m Introduction to MongoDB A No-SQL Persistence Alternative A U S T I N - C O D E - C A M P - 2 0 1 1
  • 74. MongoDB Replication READ ONLY Node B Secondary 1∆ 2∆ NodeiA e n Node C O ffl Primary Secondary 1∆ 2∆ 3∆ 1∆ h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m Introduction to MongoDB A No-SQL Persistence Alternative A U S T I N - C O D E - C A M P - 2 0 1 1
  • 75. MongoDB Replication READ ONLY Node B Secondary 1∆ 2∆ NodeiA e n Node C O ffl Primary Secondary 1∆ 2∆ 3∆ 1∆ h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m Introduction to MongoDB A No-SQL Persistence Alternative A U S T I N - C O D E - C A M P - 2 0 1 1
  • 76. MongoDB Replication Node B Primary 1∆ 2∆ NodeiA e n Node C O ffl Primary Secondary 1∆ 2∆ 3∆ 1∆ h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m Introduction to MongoDB A No-SQL Persistence Alternative A U S T I N - C O D E - C A M P - 2 0 1 1
  • 77. MongoDB Replication Node B Primary 1∆ 2∆ NodeiA e n Node C O ffl Primary Secondary 1∆ 2∆ 3∆ 1∆ 2∆ h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m Introduction to MongoDB A No-SQL Persistence Alternative A U S T I N - C O D E - C A M P - 2 0 1 1
  • 78. MongoDB Replication Node B Primary 1∆ 2∆ NodeiA e n Node C O ffl Primary Secondary 1∆ 2∆ 3∆ 1∆ 2∆ h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m Introduction to MongoDB A No-SQL Persistence Alternative A U S T I N - C O D E - C A M P - 2 0 1 1
  • 79. MongoDB Replication 4∆ Node B Primary 1∆ 2∆ NodeiA e n Node C O ffl Primary Secondary 1∆ 2∆ 3∆ 1∆ 2∆ h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m Introduction to MongoDB A No-SQL Persistence Alternative A U S T I N - C O D E - C A M P - 2 0 1 1
  • 80. MongoDB Replication Node B Primary 1∆ 2∆ 4∆ NodeiA e n Node C O ffl Primary Secondary 1∆ 2∆ 3∆ 1∆ 2∆ h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m Introduction to MongoDB A No-SQL Persistence Alternative A U S T I N - C O D E - C A M P - 2 0 1 1
  • 81. MongoDB Replication Node B Primary 1∆ 2∆ 4∆ NodeiA e n Node C O ffl Primary Secondary 1∆ 2∆ 3∆ 1∆ 2∆ h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m Introduction to MongoDB A No-SQL Persistence Alternative A U S T I N - C O D E - C A M P - 2 0 1 1
  • 82. MongoDB Replication Node B Primary 1∆ 2∆ 4∆ NodeiA e n Node C O ffl Primary Secondary 1∆ 2∆ 3∆ 1∆ 2∆ 4∆ h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m Introduction to MongoDB A No-SQL Persistence Alternative A U S T I N - C O D E - C A M P - 2 0 1 1
  • 83. MongoDB Replication Node B Primary 1∆ 2∆ 4∆ NodeiA e n Node C O ffl Primary Secondary 1∆ 2∆ 3∆ 1∆ 2∆ 4∆ h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m Introduction to MongoDB A No-SQL Persistence Alternative A U S T I N - C O D E - C A M P - 2 0 1 1
  • 84. MongoDB Replication Node B Primary 1∆ 2∆ 4∆ Node A Node C Primary Secondary 1∆ 2∆ 3∆ 1∆ 2∆ 4∆ h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m Introduction to MongoDB A No-SQL Persistence Alternative A U S T I N - C O D E - C A M P - 2 0 1 1
  • 85. MongoDB Replication Node B Primary 1∆ 2∆ 4∆ Node A Node C Recovering... Secondary 1∆ 2∆ 3∆ 1∆ 2∆ 4∆ h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m Introduction to MongoDB A No-SQL Persistence Alternative A U S T I N - C O D E - C A M P - 2 0 1 1
  • 86. MongoDB Replication Node B Primary 1∆ 2∆ 4∆ Node A Node C Recovering... Secondary 1∆ 2∆ 3∆ 1∆ 2∆ 4∆ h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m Introduction to MongoDB A No-SQL Persistence Alternative A U S T I N - C O D E - C A M P - 2 0 1 1
  • 87. MongoDB Replication Node B Primary 1∆ 2∆ 4∆ Node A Node C Recovering... Secondary 1∆ 2∆ 3∆ 1∆ 2∆ 4∆ h t t p : / / c h r i s e d wa r d s . d r e a m h o s t e r s . c o m Introduction to MongoDB A No-SQL Persistence Alternative A U S T I N - C O D E - C A M P - 2 0 1 1

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