MongoDB in action:
Saved in:
| Main Authors: | , , , , |
|---|---|
| Format: | Book |
| Language: | English |
| Published: |
Shelter Island, NY
Manning
[2016]
|
| Edition: | Second edition |
| Subjects: | |
| Online Access: | Inhaltsverzeichnis |
| Item Description: | Auf dem Cover: "Covers MongoDB version 3.0" |
| Physical Description: | xxiv , 256 Seiten Illustrationen |
| ISBN: | 9781617291609 1617291609 |
Staff View
MARC
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| adam_text | Titel: MongoDB in action
Autor: Banker, Kyle
Jahr: 2016
contents
preface xvii
acknowledgments xix
about this book xxi
about the cover illustration xxiv
Part 1 Getting started.............................................1
7 A database for the modern web 3
¦* 1.1 Built for the internet 5
1.2 MongoDB s key features 6
Document data model 6 * Ad hoc queries 10
Indexes 10* Replication 11* Speed and durability 12
Scaling 14
1.3 MongoDB s core server and tools 15
Core server 16 * JavaScript shell 16 * Database drivers 17
Command-line tools 18
1.4 Why MongoDB? 18
MongoDB versus other databases 19 * Use cases and
production deployments 22
1.5 Tips and limitations 24
1.6 History of MongoDB 25
ix
CONTENTS
1.7 Additional resources 27
1.8 Summary 28
MongoDB through the JavaScript shell 29
2.1 Diving into the MongoDB shell 30
Starting the shell 30 * Databases, collections, and documents
Inserts and queries 32 * Updating documents 34
Deleting data 38 * Other shell features 38
2.2 Creating and querying with indexes 39
Creating a large collection 39 ¦ Indexing and explain( ) 41
2.3 Basic administration 46
Getting database information 46 * How commands work 48
2.4 Getting help 49
2.5 Summary 51
ff} Writing programs using MongoDB 52
3.1 MongoDB through the Ruby lens 53
Installing and connecting 53 ¦ Inserting documents in Ruby
Queries and cursors 56* Updates and deletes 57
Database commands 58
3.2 How the drivers work 59
Object ID generation 59
3.3 Building a simple application 61
Setting up 61 * Gathering data 62 * Viewing the archive
3.4 Summary 69
Part 2 Application development in MongoDB
A Document-oriented data 73
4.1 Principles of schema design 74
4.2 Designing an e-commerce data model 75
Schema basics 76 * Users and orders 80 ¦ Reviews 83
4.3 Nuts and bolts: On databases, collections,
and documents 84
Databases 84 * Collections 87 * Documents and insertion
4.4 Summary 96
CONTENTS
Constructing queries 98
5.1 E-commerce queries 99
Products, categories, and reviews 99 * Users and orders 101
5.2 MongoDB s query language 103
Query criteria and selectors 103 * Query options 117
5.3 Summary 119
Aggregation 120
6.1 Aggregation framework overview 121
6.2 E-commerce aggregation example 123
Products, categories, and reviews 125
User and order 132
6.3 Aggregation pipeline operators 135
$project 136 * $group 136 * $match, $sort,
$skip, $limit 138 * $unwind 139 ¦ $out 139
6.4 Reshaping documents 140
String functions 141 * Arithmetic functions 142
Date functions 142 * Logical functions 143
Set Operators 144 * Miscellaneous functions 145
6.5 Understanding aggregation pipeline performance 146
Aggregation pipeline options 147* The aggregation framework s
explain( ) function 147* allowDiskUse option 151
Aggregation cursor option 151
6.6 Other aggregation capabilities 152
,count( ) and ,distinct( ) 153 * map-reduce 153
6.7 Summary 156
Updates, atomic operations, and deletes 157
7.1 A brief tour of document updates 158
Modify by replacement 159 * Modify by operator 159
Both methods compared 160 * Deciding: replacement
vs. operators 160
7.2 E-commerce updates 162
Products and categories 162* Reviews 167* Orders 168
7.3 Atomic document processing 171
Order state transitions 172 * Inventory management 174
xii
CONTENTS
7.4 Nuts and bolts: MongoDB updates and deletes 179
Update types and options 179 * Update operators 181
The findAndModify command 188 ¦ Deletes 189
Concurrency, atomicity, and isolation 190
Update performance notes 191
7.5 Reviewing update operators 192
7.6 Summary 193
Pari 3 MongoDB mastery.....................................195
Indexing and query optimization 197
8.1 Indexing theory 198
A thought experiment 198 * Core indexing concepts 201
B-trees 205
8.2 Indexing in practice 207
Index types 207 * Index administration 211
8.3 Query optimization 216
Identifying slow queries 217* Examining slow queries 221
Query patterns 241
8.4 Summary 243
Q Text search 244
9.1 Text searches—not just pattern matching 245
Text searches vs. pattern matching 246 * Text searches vs.
web page searches 247 * MongoDB text search vs. dedicated
text search engines 250
9.2 Manning book catalog data download 253
9.3 Defining text search indexes 255
Text index size 255 * Assigning an index name and indexing
all text fields in a collection 256
9.4 Basic text search 257
More complex searches 259 * Text search scores 261
Sorting results by text search score 262
9.5 Aggregation framework text search 263
Where s MongoDB in Action, Second Edition ? 265
CONTENTS
9.6 Text search languages 267
Specifying language in the index 267* Specifying the language in
the document 269 * Specifying the language in a search 269
Available languages 271
9.7 Summary 272
WiredTiger and pluggable storage 273
10.1 Pluggable Storage Engine API 273
Why use different storages engines ? 274
10.2 WiredTiger 275
Switching to WiredTiger 276 * Migrating your database
to WiredTiger 277
10.3 Comparison with MMAPvl 278
Configuration files 279 * Insertion script and
benchmark script 281 * Insertion benchmark results 283
Read performance scripts 285 * Read performance results 286
Benchmark conclusion 288
10.4 Other examples of pluggable storage engines 289
10.5 Advanced topics 290
How does a pluggable storage enfine work ? 290
Data structure 292 * Locking 294
10.6 Summary 295
Replication 296
11.1 Replication overview 297
Why replication matters 297 * Replication use cases
and limitations 298
11.2 Replica sets 300
Setup 300 * How replication works 307
Administration 314
11.3 Drivers and replication 324
Connections and failover 324 * Write concern 327
Read scaling 328 * Tagging 330
11.4 Summary 332
CONTENTS
Scaling your system mith sharding 333
12.1 Sharding overview 334
What is sharding1? 334 ¦ When should you shard? 335
12.2 Understanding components of a sharded cluster 336
Shards: storage of application data 337 ¦ Mongos router: router
of operations 338 ¦ Config servers: storage of metadata 338
12.3 Distributing data in a sharded cluster 339
Ways data can be distributed in a sharded cluster 340
Distributing databases to shards 341 * Sharding within
collections 341
12.4 Building a sample shard cluster 343
Starting the mongod and mongos servers 343 ¦ Configuring
the cluster 346 * Sharding collections 347 * Writing to a
sharded cluster 349
12.5 Querying and indexing a shard cluster 355
Query routing 355 ¦ Indexing in a sharded cluster 356
The explain() tool in a sharded cluster 357 ¦ Aggregation in
a sharded cluster 359
12.6 Choosing a shard key 359
Imbalanced writes (hotspots) 360 ¦ Unsplittable chunks (coarse
granularity) 362 ¦ Poor targeting (shard key not present
in queries) 362 ¦ ideal shard keys 363 * Inherent design
trade-offs (email application) 364
12.7 Sharding in production 365
Provisioning 366 * Deployment 369 * Maintenance 370
12.8 Summary 375
Deployment and administration 376
13.1 Hardware and provisioning 377
Cluster topology 377 ¦ Deployment environment 378
Provisioning 385
13.2 Monitoring and diagnostics 386
Logging 387 ¦ MongoDB diagnostic commands 387
MongoDB diagnostic tools 388 ¦ MongoDB Monitoring
Service 390 ¦ External monitoring applications 390
13.3 Backups 391
mongodump and mongorestore 391 ¦ Data file-based
backups 392 « M MS backups 393
CONTENTS
XV
13.4
13.5
13.6
13.7
13.8
appendix A
appendix B
appendix C
Security 394
Secure environments 394 * Network encryption 395
Authentication 397 * Replica set authentication 401
Sharding authentication 402 * Enterprise security features 402
Administrative tasks 402
Data imports and exports 402 * Compaction and repair 403
Upgrading 405
Performance troubleshoodng 405
Working set 406 * Performance cliff 407
Query interactions 407 * Seek professional assistance 408
Deployment checklist 408
Summary 410
Installation 411
Design patterns 421
Binary data and GridFS 433
index 441
|
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| spelling | Banker, Kyle Verfasser (DE-588)1026679524 aut MongoDB in action Kyle Banker, Peter Bakkum, Shaun Verch, Douglas Garrett, Tim Hawkins Mongo DB in action Second edition Shelter Island, NY Manning [2016] © 2016 xxiv , 256 Seiten Illustrationen txt rdacontent n rdamedia nc rdacarrier Auf dem Cover: "Covers MongoDB version 3.0" Object-oriented databases Database management Software Open source software MongoDB (DE-588)7724020-0 gnd rswk-swf Open Source (DE-588)4548264-0 gnd rswk-swf NoSQL-Datenbanksystem (DE-588)7722784-0 gnd rswk-swf Datenbanksystem (DE-588)4113276-2 gnd rswk-swf MongoDB (DE-588)7724020-0 s NoSQL-Datenbanksystem (DE-588)7722784-0 s DE-604 Datenbanksystem (DE-588)4113276-2 s Open Source (DE-588)4548264-0 s Bakkum, Peter Verfasser (DE-588)1107214173 aut Verch, Shaun Verfasser (DE-588)1107215064 aut Garrett, Dough Verfasser (DE-588)1107217547 aut Hawkins, Tim Verfasser (DE-588)1107221633 aut HBZ Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=029045930&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Banker, Kyle Bakkum, Peter Verch, Shaun Garrett, Dough Hawkins, Tim MongoDB in action Object-oriented databases Database management Software Open source software MongoDB (DE-588)7724020-0 gnd Open Source (DE-588)4548264-0 gnd NoSQL-Datenbanksystem (DE-588)7722784-0 gnd Datenbanksystem (DE-588)4113276-2 gnd |
| subject_GND | (DE-588)7724020-0 (DE-588)4548264-0 (DE-588)7722784-0 (DE-588)4113276-2 |
| title | MongoDB in action |
| title_alt | Mongo DB in action |
| title_auth | MongoDB in action |
| title_exact_search | MongoDB in action |
| title_full | MongoDB in action Kyle Banker, Peter Bakkum, Shaun Verch, Douglas Garrett, Tim Hawkins |
| title_fullStr | MongoDB in action Kyle Banker, Peter Bakkum, Shaun Verch, Douglas Garrett, Tim Hawkins |
| title_full_unstemmed | MongoDB in action Kyle Banker, Peter Bakkum, Shaun Verch, Douglas Garrett, Tim Hawkins |
| title_short | MongoDB in action |
| title_sort | mongodb in action |
| topic | Object-oriented databases Database management Software Open source software MongoDB (DE-588)7724020-0 gnd Open Source (DE-588)4548264-0 gnd NoSQL-Datenbanksystem (DE-588)7722784-0 gnd Datenbanksystem (DE-588)4113276-2 gnd |
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