Slides - Dr. Tom Hicks
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Transcript Slides - Dr. Tom Hicks
Mongo Database (Intermediate)
Database Systems
CSCI-3343
Dr. Tom Hicks
Computer Science Department
1
Execute Each & Every Query As We Go!
2
Create Backup Directory
3
Create A Folder Called "C:\Mongo Backups"
4
Create A Folder Called "C:\Mongo Backups\Scripts"
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Add Our Scripts
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Make "C:\Mongo Backups" Your Current Directory
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Lots Of Review
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Execute Each & Every Query As We Go!
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List Databases
10
How Do We List The Databases
show dbs
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Set The Default Database
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How Do We Make military The Default Database
use military
13
Mongo Terminology
14
The Equivalent Of Tables In Mongo Is _?_
Collections
How Do You List The Collections In The Default Database
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The equivalent of record/tuple/row, in Mongo, are _?_
Documents
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_?_ is a 12 bytes hexadecimal number which assures the
uniqueness of every document.
_id
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Mongo Searching
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You probably have some consultants left over from
lecture last time. List all of the information about all of the
collections.
db.consultant.find() Do any of you have this?
db.consultant.find({}) Do any of you have this?
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How can you show all of the information about consultant
Po?
db.consultant.find({name: "Po"})
db.consultant.find({rank: "Colonel"}) May Have More Than Po!
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Delete A Document
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How can you delete the consultant Po?
db.consultant.remove({name: "Po"})
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Adding A Document
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Add Consultant Mark General
db.consultant.insert({name: "Mark", rank: "General"})
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Add Consultant Paul
db.consultant.insert({name: "Paul"})
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Documents In Sorted Order
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List All Of The Consultants In Order By Name
db.consultant.find().sort({name:1})
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Do All Documents Have To
Have The Same Fields?
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Do You Think This Query Will Work?
You Don't Need To Do This One!
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It Appears To Work?
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List All Of The Consultants In Order By Name
db.consultant.find().sort({name:1})
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Display With A
Nice Layout
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List All Of The Consultants In Order By Name
Better Way To Render The Jason Scripts?
db.consultant.find().sort({name:1}).pretty()
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Advantages Of
Mongo Database
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Mongo Advantages Over RDBMS -1
1. Schema less: MongoDB is a document database in which one
collection holds different documents. Number of fields, content
and size of the document can differ from one document to
another.
2. Structure of a single object is clear.
3. No complex joins.
4. Deep query-ability. MongoDB supports dynamic queries on
documents using a document-based query language that's
nearly as powerful as SQL.
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Mongo Advantages Over RDBMS - 2
5. Ease of scale-out: MongoDB is easy to scale.
6. Conversion/mapping of application objects to database objects
not needed.
7. Uses internal memory for storing the (windowed) working set,
enabling faster access of data.
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File NewConsultants.txt
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Create NewConsultants.txt
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Why Use Mongo?
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Why Use Mongo?
1. Document Oriented Storage: Data is stored in the form of JSON
style documents.
2. Index on any attribute
3. Replication and high availability
4. Auto-sharding
5. Rich queries
"Sharding" is a method for
distributing data across multiple
machines
6. Fast in-place updates
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Remove All Items
From A Collection
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How can you delete all of the consultants, but not the
collection"
db.consultant.remove({})
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Batch Process A Set
Of Queries
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Perform These Queries
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Display Only Some Of The
Document Fields
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List The Name & Email Of All Of The Consultants In
Order By Name
db.consultant.find({}, {name:1, email:1, _id:0}).sort({name:1})
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List The Collections
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List All Of The Collections In The Military Database
show collections
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Create A Collection
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Create A Collection
db.createCollection("Gamers")
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Look Through Manals Often Optional Arguments
51
Backup A Mongo
Database
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Backup A Mongo Database
mongodump --db military
several ways to do
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Check The Backup?
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Delete A Database
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Delete the military database
db.dropDatabase()
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Restore A Database
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Restore Database military
mongorestore --drop -d military dump\military
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Delete A Collection
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Delete The consultant Collection
db.consultant.drop()
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Reload From
File NewConsultants.txt
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Create NewConsultants.txt
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Display Only Some Of The
Document Fields
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List The name & mid Of All Of The Consultants
db.consultant.find({}, {name:1, mid:1, _id:0})
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Count
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List The Number Of Consultants
db.consultant.find({}).count()
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Search Query
Greater Than
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List The name & mid Of Those Consultants Whose
mid > 1013 In Order By name
db.consultant.find({mid: {$gt: 1013}}, {name:1, mid:1,
_id:0}).sort({name:1})
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List The The Number Of Consultants Whose mid > 1013
db.consultant.find({mid: {$gt: 1013}}).count()
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Search Query
Greater Than Or Equal To
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List The name & mid Of Those Consultants Whose
mid >= 1013 In Order By name
db.consultant.find({mid: {$gte: 1013}}, {name:1, mid:1,
_id:0}).sort({name:1})
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List The The Number Of Consultants Whose
mid >= 1013
db.consultant.find({mid: {$gte: 1013}}).count()
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Search Query
Less Than
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List The name & mid Of Those Consultants Whose
mid < 1006 In Order By mid
db.consultant.find({mid: {$lt: 1006}}, {name:1, mid:1,
_id:0}).sort({mid: 1})
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List The The Number Of Consultants Whose mid < 1006
db.consultant.find({mid: {$lt: 1006}}).count()
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Search Query
Less Than Or Equal To
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List The name & mid Of Those Consultants Whose
mid <= 1006 In Order By mid
db.consultant.find({mid: {$lte: 1006}}, {name:1, mid:1,
_id:0}).sort({mid: 1})
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List The The Number Of Consultants Whose
mid <= 1006
db.consultant.find({mid: {$lte: 1006}}).count()
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Search Query
Not Equal To
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List The name & mid Of Those Consultants Whose
mid <> 1013 In Order By name
db.consultant.find({mid: {$ne: 1013}}, {name:1, mid:1,
_id:0}).sort({name:1})
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List The The Number Of Consultants Whose
mid <> 1006
db.consultant.find({mid: {$ne: 1006}}).count()
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Search Query
Equal To
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List The name & mid Of Those Consultants Whose
mid = 1013 In Order By name
db.consultant.find({mid: 1013}, {name:1, mid:1,
_id:0}).sort({name:1})
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Search Query
AND
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List The name, rank, & mid Of Those Consultants Whose
mid > 1004 AND Are Capitan In Order By name #1
Solve In Parts When Complex: mid > 1004
db.consultant.find ({mid: {$gte: 1004}}, {_id:0, mid:1})
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List The name, rank, & mid Of Those Consultants Whose
mid > 1004 AND Are Capitan In Order By name #2
Solve In Parts When Complex: mid > 1004 & captain
db.consultant.find ({$and: [{mid: {$gte: 1004}}, {rank: "Captain"}]},
{_id:0, rank:1, mid:1})
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List The name, rank, & mid Of Those Consultants Whose
mid > 1004 AND Are Capitan In Order By name #3
Solve In Parts When Complex: complete
db.consultant.find ({$and: [{mid: {$gte: 1004}}, {rank: "Captain"}]},
{_id:0, name:1, rank:1, mid:1}).sort({name:1})
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Search Query
OR
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List The name, rank, & mid Of Those Consultants Whose
Are Capitan or Colonel In Order By name
db.consultant.find ({$or: [{rank: "Captain"}, {rank: "Colonel"}]},
{_id:0, name:1, rank:1, mid:1}).sort({name:1})
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Search Query
Substring
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List The Consultant names That Have An 'a' In Their
Name
db.consultant.find({name: {$regex: "a"}}, {_id:0, name:1})
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List The names Of All Consultant names That Have An
'an' In Their Name
db.consultant.find({name: {$regex: 'an'}}, {_id:0, name:1})
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List The names Of All Consultant names That Have An
'ie' In Their Name
db.consultant.find({name: {$regex: "ie"}}, {_id:0, name:1})
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List The names Of All Consultant names That Have An
'C/c' In Their Name
db.consultant.find({$or: [{name: {$regex: "C"}}, {name: {$regex:
"c"}}]}, {_id:0, name:1})
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Search Query
Case Insensitive Search
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List The Consultant names That Match miCHaeL
Case Insensitive
db.consultant.find({name: /miCHaeL/i}, {_id:0, name: 1})
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List The Consultant names That Contain C/c Case
Insensitive
db.consultant.find({name: /c/i}, {_id:0, name: 1})
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List The Consultant names That Contain C/c Case
Insensitive
db.consultant.find({name: /.c/i}, {_id:0, name: 1})
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Mongo
Datatypes
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Mongo Has Many Datatypes #1
String: This is the most commonly used datatype to store the
data. String in MongoDB must be UTF-8 valid.
Integer: This type is used to store a numerical value. Integer can
be 32 bit or 64 bit depending upon your server.
Boolean: This type is used to store a boolean (true/ false) value.
Double: This type is used to store floating point values.
Min/Max Keys: This type is used to compare a value against the
lowest and highest BSON elements.
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Mongo Has Many Datatypes #2
Arrays: This type is used to store arrays or list or multiple values
into one key.
Timestamp: ctimestamp. This can be handy for recording when a
document has been modified or added.
Object: This datatype is used for embedded documents.
Null: This type is used to store a Null value.
Symbol: This datatype is used identically to a string; however, it's
generally reserved for languages that use a specific symbol type.
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Mongo Has Many Datatypes #3
Date: This datatype is used to store the current date or time in
UNIX time format. You can specify your own date time by creating
object of Date and passing day, month, year into it.
Object ID: This datatype is used to store the document’s ID.
Binary Data: This datatype is used to store binary data.
Code: This datatype is used to store JavaScript code into the
document.
Regular Expression: This datatype is used to store regular
expression.
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Update Query
A Single Document
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Promote consultant Evan To General
db.consultant.update({name: "Evan"}, {$set: {rank: "General"}})
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Change Brent's mid to 1015
db.consultant.update({name: "Brent"}, {$set: {mid: 1015}})
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Update Increment
Query
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Increment consultant Evan's mid by 1
db.consultant.update({name: "Evan"}, {$inc: {mid: 1}})
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Increment consultant Evan's mid by 3
db.consultant.update({name: "Evan"}, {$inc: {mid: 3}})
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Decrement consultant Evan's mid by Increment by -4
db.consultant.update({name: "Evan"}, {$inc: {mid: 3}})
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Update Multiply
Query
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Double consultant Samuel mid
db.consultant.update({name: "Samuel"}, {$mul: {mid: 2}})
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Half consultant Samuel mid
db.consultant.update({name: "Samuel"}, {$mul: {mid: .5}})
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Update Query
Multiple Documents
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Double mid For All consultants
db.consultant.update({name: "Samuel"}, {$mul: {mid: 2}}, {multi:
true})
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Replace Document
Query
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Replace consultant Tom With Tom - Private
db.consultant.save({_id : ObjectId("583a1ba051ae2637bd82b573"),
name: "Tom", rank: "Private", wife: "Sherry"})
By ObjectID!
If No ObjectID match Does Insert
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Create File
NewerConsultant.txt
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Create File NewerConsultants.txt
Replace Collection consultant
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Set No To Display
DBQuery.shellBatchSize
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Display Name, Rank, Deleted For All it!
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Set The Number To Display (without IT)
DBQuery.shellBatchSize = 100
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Ordered Data
Query
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List Name & Rank & Deleted for All Consultants
Order By Rank
db.consultant.find ({}, {_id:0, name:1, rank:1}).sort({rank:1})
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List Name & Rank & Deleted for All Consultants
Order By Rank By Name
db.consultant.find ({}, {_id:0, name:1, rank:1}).sort({rank:1, name:1})
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Query
View
125
View #1 : all consultants in order by name skip _id field
db.consultant.find ({}, {_id:0, name:1, mid:1, rank:1, server:1,
email:1, deleted:1}).sort({name:1})
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View #2 : how many consultants (total?)
db.consultant.find ().count()
View #3 : how many deleted consultants
db.consultant.find ({deleted: 'T'}).count()
View #4 : how many non-deleted consultants
db.consultant.find ({deleted: 'F'}).count()
127
RDMS VIEW
SELECT *
FROM consultants
WHERE (Deleted = 'F')
ORDER BY name
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View: All non-deleted consultants in order by name Query?
db.consultant.find ({deleted: 'F'}, {_id:0, name:1, mid:1, rank:1,
server:1, email:1}).sort({rank:1, name:1})
129
Limit
Query
130
Use Limit 4 In Our View
db.consultant.find ({deleted: 'F'}, {_id:0, name:1, mid:1, rank:1,
server:1, email:1}).sort({rank:1, name:1}).Limit(4)
131
Use Limit 1 In Our View
db.consultant.find ({deleted: 'F'}, {_id:0, name:1, mid:1, rank:1,
server:1, email:1}).sort({rank:1, name:1}).Limit(1)
As I Mentioned In The Last Set Of Slides, "Limit" accepts only one
argument and cannot be used, by itself, to identify the 37th
document within our view!
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Skipping
Query
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Run The Following Query
db.consultant.find ({deleted: 'F'}, {_id:0, name:1, mid:1, rank:1, server:1,
email:1}).sort({name:1, rank:1}).skip(5).limit(1)
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Drivers: C, C++, C#, .Net, PHP, Python, Scala, Ruby, Pearl, Java, etc.
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Mongo
Indexing
136
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What Data Structure Do You Suppose Mongo Uses For Their Indexing?
B+ Tree
Since No One Uses B Trees, Everyone Simply
Refers To The Structure As A B-Tree
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Indexing Is A Critical Part Of All Database Design
Indexing Critical! Will Not Matter On Our Simple Databases
139
Create A consultant Index On name
db.consultant.ensureIndex ({name:1})
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List The Indexes
db.consultant.getIndexes()
141
Another Way To Create An Index
db.consultant.createIndex({mid:1})
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Start Robomongo Check Out Your Indexes!
143
Rebuild Index?
Can Take Hours!
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Robomongo To Create An Index #1
Please Do This!
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Robomongo To Create An Index #2
Please Do This!
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Search Query
Wild Card Search
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Awkward Queries
db.consultant.aggregate( [ {
$group: {
_id: null,
total : {
$sum: "$mid"
}
high: {
$max: "$mid"
}}}])
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