1 | MongoDB
|
---|
2 | Installation:
|
---|
3 | https://docs.mongodb.com/manual/tutorial/install-mongodb-on-ubuntu/
|
---|
4 | https://docs.mongodb.com/manual/administration/install-on-linux/
|
---|
5 | https://hevodata.com/blog/install-mongodb-on-ubuntu/
|
---|
6 | https://www.digitalocean.com/community/tutorials/how-to-install-mongodb-on-ubuntu-16-04
|
---|
7 | CENTOS (Analytics): https://tecadmin.net/install-mongodb-on-centos/
|
---|
8 | FROM SOURCE: https://github.com/mongodb/mongo/wiki/Build-Mongodb-From-Source
|
---|
9 | GUI:
|
---|
10 | https://robomongo.org/
|
---|
11 | Robomongo is Robo 3T now
|
---|
12 |
|
---|
13 | https://www.tutorialspoint.com/mongodb/mongodb_java.htm
|
---|
14 | JAR FILE:
|
---|
15 | http://central.maven.org/maven2/org/mongodb/mongo-java-driver/
|
---|
16 | https://mongodb.github.io/mongo-java-driver/
|
---|
17 |
|
---|
18 |
|
---|
19 |
|
---|
20 | https://docs.mongodb.com/manual/tutorial/install-mongodb-on-ubuntu/
|
---|
21 | http://www.programmersought.com/article/6500308940/
|
---|
22 |
|
---|
23 | 52 sudo apt-get install mongodb-clients
|
---|
24 | 53 mongo 'mongodb://mongodb.cms.waikato.ac.nz:27017' -u anupama -p
|
---|
25 |
|
---|
26 | Failed with
|
---|
27 | Error: HostAndPort: host is empty at src/mongo/shell/mongo.js:148
|
---|
28 | exception: connect failed
|
---|
29 |
|
---|
30 | This is due to a version incompatibility between Client and mongodb Server.
|
---|
31 | The solution is to follow instructions at http://www.programmersought.com/article/6500308940/
|
---|
32 | and then https://docs.mongodb.com/manual/tutorial/install-mongodb-on-ubuntu/
|
---|
33 | as below:
|
---|
34 |
|
---|
35 | 54 sudo apt-get purge mongodb-clients
|
---|
36 | 55 sudo apt-key adv --keyserver hkp://keyserver.ubuntu.com:80 --recv 9DA31620334BD75D9DCB49F368818C72E52529D4
|
---|
37 | 56 echo "deb [ arch=amd64,arm64 ] https://repo.mongodb.org/apt/ubuntu xenial/mongodb-org/4.0 multiverse" | sudo tee /etc/apt/sources.list.d/mongodb-org-4.0.list
|
---|
38 | 57 sudo apt-get update
|
---|
39 | 58 sudo apt-get install mongodb-clients
|
---|
40 | 59 mongo 'mongodb://mongodb.cms.waikato.ac.nz:27017' -u anupama -p
|
---|
41 | (still doesn't work)
|
---|
42 | 60 sudo apt-get install -y mongodb-org
|
---|
43 | The above ensures an up to date mongo client but installs the mongodb server too. Maybe this is the only step that is needed to install up-to-date mongo client and mongodb server?
|
---|
44 | 72 sudo service mongod status
|
---|
45 |
|
---|
46 | 103 sudo service mongod start
|
---|
47 | "mongod" stands for mongo-daemon. This runs the mongo db server listening for client connections
|
---|
48 | 104 sudo service mongod status
|
---|
49 | 88 sudo service mongod stop
|
---|
50 |
|
---|
51 |
|
---|
52 | DETAILS:
|
---|
53 |
|
---|
54 | wharariki:[879]/Scratch/ak19/gs3-extensions/maori-lang-detection>mongo 'mongodb://mongodb.cms.waikato.ac.nz:27017' -u anupama -p
|
---|
55 |
|
---|
56 | didn't work with the pwd. Failed with:
|
---|
57 |
|
---|
58 | MongoDB shell version: 2.6.10
|
---|
59 | Enter password:
|
---|
60 | connecting to: mongodb://mongodb.cms.waikato.ac.nz:27017
|
---|
61 | 2019-11-04T20:02:47.970+1300 Assertion: 13110:HostAndPort: host is empty
|
---|
62 | 2019-11-04T20:02:47.970+1300 0x6b75c9 0x659e9f 0x636f69 0x4fa55c 0x501249 0x4fa7f1 0x6006fd 0x5eb869 0x7f7bfbd47d76 0x1f3c10d06362
|
---|
63 | mongo(_ZN5mongo15printStackTraceERSo+0x39) [0x6b75c9]
|
---|
64 | mongo(_ZN5mongo10logContextEPKc+0x21f) [0x659e9f]
|
---|
65 | mongo(_ZN5mongo11msgassertedEiPKc+0xd9) [0x636f69]
|
---|
66 | mongo(_ZN5mongo16ConnectionString12_fillServersENSt7__cxx1112basic_stringIcSt11char_traitsIcESaIcEEE+0x50c) [0x4fa55c]
|
---|
67 | mongo(_ZN5mongo16ConnectionStringC1ENS0_14ConnectionTypeERKNSt7__cxx1112basic_stringIcSt11char_traitsIcESaIcEEES9_+0x99) [0x501249]
|
---|
68 | mongo(_ZN5mongo16ConnectionString5parseERKNSt7__cxx1112basic_stringIcSt11char_traitsIcESaIcEEERS6_+0x201) [0x4fa7f1]
|
---|
69 | mongo(_ZN5mongo17mongoConsExternalEPNS_7V8ScopeERKN2v89ArgumentsE+0x11d) [0x6006fd]
|
---|
70 | mongo(_ZN5mongo7V8Scope10v8CallbackERKN2v89ArgumentsE+0xa9) [0x5eb869]
|
---|
71 | /usr/lib/libv8.so.3.14.5(+0x99d76) [0x7f7bfbd47d76]
|
---|
72 | [0x1f3c10d06362]
|
---|
73 | 2019-11-04T20:02:47.971+1300 Error: HostAndPort: host is empty at src/mongo/shell/mongo.js:148
|
---|
74 | exception: connect failed
|
---|
75 |
|
---|
76 |
|
---|
77 | This is due to a version incompatibility between Client and mongodb Server.
|
---|
78 | Can find client version above. (2.6.10)
|
---|
79 | Server version can be found by running the mongo client shell. Doing so without loading a db:
|
---|
80 |
|
---|
81 |
|
---|
82 | wharariki:[880]/Scratch/ak19/gs3-extensions/maori-lang-detection>mongo --shell -nodb
|
---|
83 | MongoDB shell version: 2.6.10 <<<<<<<<<-------------------<<<< MONGO CLIENT VERSION
|
---|
84 | type "help" for help
|
---|
85 | > help
|
---|
86 | db.help() help on db methods
|
---|
87 | db.mycoll.help() help on collection methods
|
---|
88 | sh.help() sharding helpers
|
---|
89 | rs.help() replica set helpers
|
---|
90 | help admin administrative help
|
---|
91 | help connect connecting to a db help
|
---|
92 | help keys key shortcuts
|
---|
93 | help misc misc things to know
|
---|
94 | help mr mapreduce
|
---|
95 |
|
---|
96 | show dbs show database names
|
---|
97 | show collections show collections in current database
|
---|
98 | show users show users in current database
|
---|
99 | show profile show most recent system.profile entries with time >= 1ms
|
---|
100 | show logs show the accessible logger names
|
---|
101 | show log [name] prints out the last segment of log in memory, 'global' is default
|
---|
102 | use <db_name> set current database
|
---|
103 | db.foo.find() list objects in collection foo
|
---|
104 | db.foo.find( { a : 1 } ) list objects in foo where a == 1
|
---|
105 | it result of the last line evaluated; use to further iterate
|
---|
106 | DBQuery.shellBatchSize = x set default number of items to display on shell
|
---|
107 | exit quit the mongo shell
|
---|
108 |
|
---|
109 | > help connect
|
---|
110 |
|
---|
111 | Normally one specifies the server on the mongo shell command line. Run mongo --help to see those options.
|
---|
112 | Additional connections may be opened:
|
---|
113 |
|
---|
114 | var x = new Mongo('host[:port]');
|
---|
115 | var mydb = x.getDB('mydb');
|
---|
116 | or
|
---|
117 | var mydb = connect('host[:port]/mydb');
|
---|
118 |
|
---|
119 | Note: the REPL prompt only auto-reports getLastError() for the shell command line connection.
|
---|
120 |
|
---|
121 | Getting help on connect options:
|
---|
122 |
|
---|
123 | > var x = new Mongo('mongodb.cms.waikato.ac.nz:27017');
|
---|
124 | > var mydb = x.getDB('anupama');
|
---|
125 |
|
---|
126 | > mydb.connect.help()
|
---|
127 | DBCollection help
|
---|
128 | db.connect.find().help() - show DBCursor help
|
---|
129 | db.connect.count()
|
---|
130 | db.connect.copyTo(newColl) - duplicates collection by copying all documents to newColl; no indexes are copied.
|
---|
131 | db.connect.convertToCapped(maxBytes) - calls {convertToCapped:'connect', size:maxBytes}} command
|
---|
132 | db.connect.dataSize()
|
---|
133 | db.connect.distinct( key ) - e.g. db.connect.distinct( 'x' )
|
---|
134 | db.connect.drop() drop the collection
|
---|
135 | db.connect.dropIndex(index) - e.g. db.connect.dropIndex( "indexName" ) or db.connect.dropIndex( { "indexKey" : 1 } )
|
---|
136 | db.connect.dropIndexes()
|
---|
137 | db.connect.ensureIndex(keypattern[,options]) - options is an object with these possible fields: name, unique, dropDups
|
---|
138 | db.connect.reIndex()
|
---|
139 | db.connect.find([query],[fields]) - query is an optional query filter. fields is optional set of fields to return.
|
---|
140 | e.g. db.connect.find( {x:77} , {name:1, x:1} )
|
---|
141 | db.connect.find(...).count()
|
---|
142 | db.connect.find(...).limit(n)
|
---|
143 | db.connect.find(...).skip(n)
|
---|
144 | db.connect.find(...).sort(...)
|
---|
145 | db.connect.findOne([query])
|
---|
146 | db.connect.findAndModify( { update : ... , remove : bool [, query: {}, sort: {}, 'new': false] } )
|
---|
147 | db.connect.getDB() get DB object associated with collection
|
---|
148 | db.connect.getPlanCache() get query plan cache associated with collection
|
---|
149 | db.connect.getIndexes()
|
---|
150 | db.connect.group( { key : ..., initial: ..., reduce : ...[, cond: ...] } )
|
---|
151 | db.connect.insert(obj)
|
---|
152 | db.connect.mapReduce( mapFunction , reduceFunction , <optional params> )
|
---|
153 | db.connect.aggregate( [pipeline], <optional params> ) - performs an aggregation on a collection; returns a cursor
|
---|
154 | db.connect.remove(query)
|
---|
155 | db.connect.renameCollection( newName , <dropTarget> ) renames the collection.
|
---|
156 | db.connect.runCommand( name , <options> ) runs a db command with the given name where the first param is the collection name
|
---|
157 | db.connect.save(obj)
|
---|
158 | db.connect.stats()
|
---|
159 | db.connect.storageSize() - includes free space allocated to this collection
|
---|
160 | db.connect.totalIndexSize() - size in bytes of all the indexes
|
---|
161 | db.connect.totalSize() - storage allocated for all data and indexes
|
---|
162 | db.connect.update(query, object[, upsert_bool, multi_bool]) - instead of two flags, you can pass an object with fields: upsert, multi
|
---|
163 | db.connect.validate( <full> ) - SLOW
|
---|
164 | db.connect.getShardVersion() - only for use with sharding
|
---|
165 | db.connect.getShardDistribution() - prints statistics about data distribution in the cluster
|
---|
166 | db.connect.getSplitKeysForChunks( <maxChunkSize> ) - calculates split points over all chunks and returns splitter function
|
---|
167 | db.connect.getWriteConcern() - returns the write concern used for any operations on this collection, inherited from server/db if set
|
---|
168 | db.connect.setWriteConcern( <write concern doc> ) - sets the write concern for writes to the collection
|
---|
169 | db.connect.unsetWriteConcern( <write concern doc> ) - unsets the write concern for writes to the collection
|
---|
170 | > mydb.version()
|
---|
171 | 4.0.13 <<<<<<<<<-------------------<<<< MONGODB SERVER VERSION
|
---|
172 |
|
---|
173 | (Check Mongo server version: https://stackoverflow.com/questions/38160412/how-to-find-the-exact-version-of-installed-mongodb)
|
---|
174 |
|
---|
175 | Finally we now know the mongodb server version: 4.0.13
|
---|
176 | This version doesn't work with our mongo client (shell) version of 2.6.10.
|
---|
177 |
|
---|
178 |
|
---|
179 | DETAILS OF INSTALLING MONGO-CLIENT AND UPDATING IT, AND INSTALLING MONGODB SERVER:
|
---|
180 |
|
---|
181 |
|
---|
182 | 54 sudo apt-get purge mongodb-clients
|
---|
183 | 55 sudo apt-key adv --keyserver hkp://keyserver.ubuntu.com:80 --recv 9DA31620334BD75D9DCB49F368818C72E52529D4
|
---|
184 | 56 echo "deb [ arch=amd64,arm64 ] https://repo.mongodb.org/apt/ubuntu xenial/mongodb-org/4.0 multiverse" | sudo tee /etc/apt/sources.list.d/mongodb-org-4.0.list
|
---|
185 | 57 sudo apt-get update
|
---|
186 | 58 sudo apt-get install mongodb-clients
|
---|
187 | 59 mongo 'mongodb://mongodb.cms.waikato.ac.nz:27017' -u anupama -p
|
---|
188 | 60 sudo apt-get install -y mongodb-org
|
---|
189 | 61 mongo 'mongodb://mongodb.cms.waikato.ac.nz:27017' -u anupama -p
|
---|
190 | 62 sudo service apache2 status
|
---|
191 | 63 sudo service sshd status
|
---|
192 | 64 sudo service mongodb status
|
---|
193 | 65 sudo service mongo status
|
---|
194 | 66 mongod
|
---|
195 | 67 mongod --help
|
---|
196 | 68 mongod --help | less
|
---|
197 | 69 mongod -f /etc/mongod.conf
|
---|
198 | 70 sudo mongod -f /etc/mongod.conf
|
---|
199 | 71 less /etc/mongod.conf
|
---|
200 | 72 sudo service mongod status
|
---|
201 | 73 sudo service mongod start
|
---|
202 | 74 sudo service mongod status
|
---|
203 | 75 ls -l /var/log/mongodb/mongod.log
|
---|
204 | 76 sudo rm /var/log/mongodb/mongod.log
|
---|
205 | 77 sudo service mongod status
|
---|
206 | 78 sudo service mongod start
|
---|
207 | 79 sudo service mongod status
|
---|
208 | 80 sudo service mongod stop
|
---|
209 | 81 ps auxww | grep mongo
|
---|
210 | 82 sudo service mongod start
|
---|
211 | 83 sudo service mongod status
|
---|
212 | 84 ps auxww | grep mongo
|
---|
213 | 85 sudo dmsg
|
---|
214 | 86 sudo dmesg
|
---|
215 | 87 sudo service mongod status
|
---|
216 | 88 sudo service mongod stop
|
---|
217 | 89 sudo service mongod start
|
---|
218 | 90 sudo dmesg
|
---|
219 | 91 sudo less /var/log/mongodb/mongod.log
|
---|
220 | 92 ls /var/lib/
|
---|
221 | 93 ls -ld /var/lib/
|
---|
222 | 94 ls -l /var/log/mongodb/mongod.log
|
---|
223 | 95 ls -ld /var/lib/
|
---|
224 | 96 groups mongodb
|
---|
225 | 97 less /etc/mongod.conf
|
---|
226 | 98 sudo less /var/log/mongodb/mongod.log
|
---|
227 | 99 less /etc/mongod.conf
|
---|
228 | 100 ls -l /var/lib/mongodb/
|
---|
229 | 101 sudo chown -R mongodb /var/lib/mongodb/
|
---|
230 | 102 sudo chgrp -R mongodb /var/lib/mongodb/
|
---|
231 | 103 sudo service mongod start
|
---|
232 | 104 sudo service mongod status
|
---|
233 | 105 history
|
---|
234 |
|
---|
235 |
|
---|
236 |
|
---|
237 | MONGO DB ROBO 3T
|
---|
238 | 1. Download "Double Pack" from https://robomongo.org/
|
---|
239 | 2. Untar its contents. Then untar the tarball in that.
|
---|
240 | 3. Run:
|
---|
241 | wharariki:[110]~/Downloads/robo3t-1.3.1-linux-x86_64-7419c406>./bin/robo3t
|
---|
242 |
|
---|
243 | ===================
|
---|
244 | On analytics, vagrant node1, we've installed the mongodb server and client.
|
---|
245 | We're able to successfully create collections on here.
|
---|
246 |
|
---|
247 |
|
---|
248 | vagrant@node1:~$ mongo
|
---|
249 | MongoDB shell version v4.2.1
|
---|
250 | connecting to: mongodb://127.0.0.1:27017/?compressors=disabled&gssapiServiceName=mongodb
|
---|
251 | Implicit session: session { "id" : UUID("87bb585c-4685-47f6-bf89-a93801daeb2d") }
|
---|
252 | MongoDB server version: 4.2.1
|
---|
253 | Server has startup warnings:
|
---|
254 | 2019-11-04T07:48:14.197+0000 I STORAGE [initandlisten]
|
---|
255 | 2019-11-04T07:48:14.198+0000 I STORAGE [initandlisten] ** WARNING: Using the XFS filesystem is strongly recommended with the WiredTiger storage engine
|
---|
256 | 2019-11-04T07:48:14.198+0000 I STORAGE [initandlisten] ** See http://dochub.mongodb.org/core/prodnotes-filesystem
|
---|
257 | 2019-11-04T07:48:14.624+0000 I CONTROL [initandlisten]
|
---|
258 | 2019-11-04T07:48:14.624+0000 I CONTROL [initandlisten] ** WARNING: Access control is not enabled for the database.
|
---|
259 | 2019-11-04T07:48:14.624+0000 I CONTROL [initandlisten] ** Read and write access to data and configuration is unrestricted.
|
---|
260 | 2019-11-04T07:48:14.624+0000 I CONTROL [initandlisten]
|
---|
261 | ---
|
---|
262 | Enable MongoDB's free cloud-based monitoring service, which will then receive and display
|
---|
263 | metrics about your deployment (disk utilization, CPU, operation statistics, etc).
|
---|
264 |
|
---|
265 | The monitoring data will be available on a MongoDB website with a unique URL accessible to you
|
---|
266 | and anyone you share the URL with. MongoDB may use this information to make product
|
---|
267 | improvements and to suggest MongoDB products and deployment options to you.
|
---|
268 |
|
---|
269 | To enable free monitoring, run the following command: db.enableFreeMonitoring()
|
---|
270 | To permanently disable this reminder, run the following command: db.disableFreeMonitoring()
|
---|
271 | ---
|
---|
272 |
|
---|
273 | > show dbs
|
---|
274 | admin 0.000GB
|
---|
275 | config 0.000GB
|
---|
276 | local 0.000GB
|
---|
277 | > use db ateacrawldata
|
---|
278 | 2019-11-05T05:24:20.155+0000 E QUERY [js] Error: [db ateacrawldata] is not a valid database name :
|
---|
279 | Mongo.prototype.getDB@src/mongo/shell/mongo.js:51:12
|
---|
280 | getDatabase@src/mongo/shell/session.js:913:28
|
---|
281 | DB.prototype.getSiblingDB@src/mongo/shell/db.js:22:12
|
---|
282 | shellHelper.use@src/mongo/shell/utils.js:803:10
|
---|
283 | shellHelper@src/mongo/shell/utils.js:790:15
|
---|
284 | @(shellhelp2):1:1
|
---|
285 | > db.createCollection('webpages');
|
---|
286 | { "ok" : 1 }
|
---|
287 | > db.webpages.drop();
|
---|
288 | ... ^C
|
---|
289 |
|
---|
290 | > db.webpages.drop();
|
---|
291 | true
|
---|
292 | > use ateacrawldata
|
---|
293 | switched to db ateacrawldata
|
---|
294 | > db.createCollection('webpages');
|
---|
295 | { "ok" : 1 }
|
---|
296 | > show collections
|
---|
297 | webpages
|
---|
298 | > db.createCollection('websites');
|
---|
299 | { "ok" : 1 }
|
---|
300 | >
|
---|
301 |
|
---|
302 | ------------------------
|
---|
303 |
|
---|
304 | Ask Clint to rename "anupama" database to "ateacrawldata" database following the instructions at:
|
---|
305 | https://stackoverflow.com/questions/9201832/how-do-you-rename-a-mongodb-database
|
---|
306 | I don't have permissions to do this.
|
---|
307 | Nor do I have permissions to create Mongo collections within a new database that I create, like ateacrawldata.
|
---|
308 | I only seem to have rights to the "anupama" database.
|
---|
309 |
|
---|
310 |
|
---|
311 |
|
---|
312 | -----------------------
|
---|
313 |
|
---|
314 | MONGODB QUERIES:
|
---|
315 |
|
---|
316 | db.getCollection('webpages').find({"isMRI": true, "singleSentences.langCode": "mri"})
|
---|
317 | db.getCollection('webpages').find({"singleSentences": { $elemMatch: {"langCode":"mri"} } }, {"singleSentences.$": "mri"})
|
---|
318 | db.getCollection('Webpages').find({"isMRI": true, "singleSentences": { $elemMatch: {"langCode":"eng"} } }, {"singleSentences.$": "eng"}) [single English lang sentence]
|
---|
319 | db.getCollection('Webpages').find({"containsMRI": true, "singleSentences": { $elemMatch: {"langCode":"mri"} } }, {"singleSentences.$": "mri"}) [gets 1st sentence of docs which have sentences containing MRI]
|
---|
320 |
|
---|
321 |
|
---|
322 | READING
|
---|
323 |
|
---|
324 | mongodb java convert class
|
---|
325 | https://www.quora.com/What-are-the-ways-of-converting-a-Java-object-to-a-MongoDB-document-and-vice-versa
|
---|
326 | https://stackoverflow.com/questions/39320825/pojo-to-org-bson-document-and-vice-versa
|
---|
327 | X https://mongodb.github.io/morphia/
|
---|
328 | https://stackoverflow.com/questions/10170506/inserting-java-object-to-mongodb-collection-using-java
|
---|
329 | X https://www.google.com/search?q=morphia+example&oq=morphia+example&aqs=chrome.0.0l6.4223j0j9&sourceid=chrome&ie=UTF-8
|
---|
330 | https://www.baeldung.com/mongodb-morphia
|
---|
331 | X https://web.archive.org/web/20171117121335/http://mongodb.github.io/morphia/1.3/getting-started/
|
---|
332 | => https://morphia.dev/1.4/getting-started/quick-tour/
|
---|
333 | https://github.com/MorphiaOrg/morphia/tree/master/docs/reference
|
---|
334 |
|
---|
335 |
|
---|
336 | mongodb querying
|
---|
337 | https://docs.mongodb.com/manual/tutorial/query-embedded-documents/
|
---|
338 | https://docs.mongodb.com/manual/tutorial/query-arrays/
|
---|
339 | https://www.google.com/search?q=mongodb+find+subdocument&oq=mongodb+find+&aqs=chrome.0.69i59j69i57j0l4.7607j1j8&sourceid=chrome&ie=UTF-8
|
---|
340 | https://stackoverflow.com/questions/25586901/how-to-find-document-and-single-subdocument-matching-given-criterias-in-mongodb
|
---|
341 | https://stackoverflow.com/questions/21113543/mongodb-get-subdocument
|
---|
342 | https://stackoverflow.com/questions/36948856/find-subdocuments-in-mongo
|
---|
343 | https://docs.mongodb.com/v3.0/reference/operator/projection/positional/#proj._S_
|
---|
344 | https://www.google.com/search?q=mongodb+query+tutorial&oq=mongodb+query+tutorial&aqs=chrome..69i57j0l2j69i60l3.4719j0j7&sourceid=chrome&ie=UTF-8
|
---|
345 | https://blog.exploratory.io/an-introduction-to-mongodb-query-for-beginners-bd463319aa4c
|
---|
346 | https://docs.mongodb.com/manual/reference/method/db.collection.find/
|
---|
347 | https://docs.mongodb.com/manual/reference/method/db.collection.find/#find-projection
|
---|
348 | https://stackoverflow.com/questions/39641925/mongodb-aggregation-framework-to-get-frequencies-of-fields-values
|
---|
349 |
|
---|
350 | https://exploratory.io/note/kanaugust/0961813761939766
|
---|
351 | https://docs.mongodb.com/manual/tutorial/project-fields-from-query-results/
|
---|
352 | https://docs.mongodb.com/manual/aggregation/
|
---|
353 |
|
---|
354 |
|
---|
355 | Mongo Studio 3T documentation:
|
---|
356 | https://studio3t.com/download/ (also has uninstall information)
|
---|
357 | https://studio3t.com/download-thank-you/?OS=x64
|
---|
358 |
|
---|
359 | Google: MongoDB visualization
|
---|
360 | MongoDB visualization map
|
---|
361 | MongoDB Charts
|
---|
362 | (Open source visualisation tools)
|
---|
363 |
|
---|
364 | json map visualizer
|
---|
365 | geojson.tools
|
---|
366 | -------------------
|
---|
367 |
|
---|
368 | Some queries with results:
|
---|
369 |
|
---|
370 | # Num websites
|
---|
371 | db.getCollection('Websites').find({}).count()
|
---|
372 | 1446
|
---|
373 |
|
---|
374 | # Num webpages
|
---|
375 | db.getCollection('Webpages').find({}).count()
|
---|
376 | X75139
|
---|
377 | 117496
|
---|
378 |
|
---|
379 | # Find number of websites who have 1 or more pages in Maori (a positive numPagesInMRI)
|
---|
380 | db.getCollection('Websites').find({numPagesInMRI: { $gt: 0}}).count()
|
---|
381 | 361
|
---|
382 |
|
---|
383 | # Find number of webpages that are deemed to be overall in MRI (pages where isMRI=true)
|
---|
384 | db.getCollection('Webpages').find({isMRI:true}).count()
|
---|
385 | X5224
|
---|
386 | X5215
|
---|
387 | db.getCollection('Webpages').find({isMRI:true}).count()
|
---|
388 | 7818
|
---|
389 |
|
---|
390 | # Number of pages that contain any number of MRI sentences
|
---|
391 | db.getCollection('Webpages').find({containsMRI: true}).count()
|
---|
392 | X12858
|
---|
393 | 20371
|
---|
394 |
|
---|
395 |
|
---|
396 | # Number of sites with URLs containing /mi(/)
|
---|
397 | db.getCollection('Websites').find({urlContainsLangCodeInpath:true}).count()
|
---|
398 | 153
|
---|
399 |
|
---|
400 | # Number of websites that are outside NZ that contain /mi(/) in any of its sub-urls
|
---|
401 | db.getCollection('Websites').find({urlContainsLangCodeInpath:true, geoLocationCountryCode: {$ne : "NZ"} }).count()
|
---|
402 | 148
|
---|
403 |
|
---|
404 | # 5 sites with URLs containing /mi(/) that are in NZ
|
---|
405 | db.getCollection('Websites').find({urlContainsLangCodeInpath:true, geoLocationCountryCode: "NZ"}).count()
|
---|
406 | 5
|
---|
407 |
|
---|
408 | # sort websites that contain /mi(/) in path by geoLocationCountryCode
|
---|
409 | # https://www.quackit.com/mongodb/tutorial/mongodb_sort_query_results.cfm
|
---|
410 | db.getCollection('Websites').find({urlContainsLangCodeInpath:true}).sort({geoLocationCountryCode: 1})
|
---|
411 |
|
---|
412 | Actually, I want to sort by count. See https://docs.mongodb.com/manual/reference/operator/aggregation/sortByCount/
|
---|
413 |
|
---|
414 |
|
---|
415 | # PROJECTION:
|
---|
416 | db.getCollection('Websites').find({geoLocationCountryCode: {$ne:"nz"}}, {geoLocationCountryCode:1, urlContainsLangCodeInpath: 1})
|
---|
417 |
|
---|
418 | https://docs.mongodb.com/manual/aggregation/
|
---|
419 | EXAMPLE:
|
---|
420 | db.orders.aggregate([
|
---|
421 | { $match: { status: "A" } },
|
---|
422 | { $group: { _id: "$cust_id", total: { $sum: "$amount" } } }
|
---|
423 | ])
|
---|
424 |
|
---|
425 | X db.Websites.aggregate([{ $match:{urlContainsLangCodeInPath:true}}, $group: {geoLocationCountryCode:1, total: $count}])
|
---|
426 |
|
---|
427 |
|
---|
428 | X db.Websites.aggregate([
|
---|
429 | { $match:{urlContainsLangCodeInPath:true}},
|
---|
430 | {$group: {geoLocationCountryCode:1}}
|
---|
431 | ])
|
---|
432 |
|
---|
433 | WORKS (but an "unwind" will get rid of "null"):
|
---|
434 | db.Websites.aggregate([
|
---|
435 | { $match:{urlContainsLangCodeInPath:true}},
|
---|
436 | {$group: {_id: "$geoLocationCountryCode", count: {$sum: 1}}},
|
---|
437 | { $sort : { count : -1} }
|
---|
438 | ])
|
---|
439 |
|
---|
440 |
|
---|
441 | # COUNT OF ALL GEOLOCATION COUNTRIES
|
---|
442 | #https://stackoverflow.com/questions/14924495/mongodb-count-num-of-distinct-values-per-field-key
|
---|
443 | # LIST
|
---|
444 | db.Websites.distinct('geoLocationCountryCode');
|
---|
445 |
|
---|
446 | # COUNT
|
---|
447 | db.Websites.distinct('geoLocationCountryCode').length;
|
---|
448 |
|
---|
449 | # A COUNT WITH QUERY - https://docs.mongodb.com/manual/reference/command/distinct/#dbcmd.distinct
|
---|
450 |
|
---|
451 | db.runCommand ( { distinct: "Websites", key: "geoLocationCountryCode", query: { "urlContainsLangCodeInPath": true} } );
|
---|
452 |
|
---|
453 | # DISTINCT WITH QUERY WITHOUT COUNT - https://docs.mongodb.com/manual/reference/method/db.collection.distinct/
|
---|
454 | db.Websites.distinct('geoLocationCountryCode', {"urlContainsLangCodeInPath": true});
|
---|
455 |
|
---|
456 | #SORTED - https://stackoverflow.com/questions/4759437/get-distinct-values-with-sorted-data
|
---|
457 | db.Websites.distinct('geoLocationCountryCode', {"urlContainsLangCodeInPath": true}).sort();
|
---|
458 |
|
---|
459 |
|
---|
460 | # AGGREGATION QUERIES THAT WORK:
|
---|
461 | #https://stackoverflow.com/questions/14924495/mongodb-count-num-of-distinct-values-per-field-key
|
---|
462 |
|
---|
463 | db.Websites.aggregate([
|
---|
464 | {
|
---|
465 | $match: {
|
---|
466 | urlContainsLangCodeInPath: true
|
---|
467 | }
|
---|
468 | },
|
---|
469 | { $unwind: "$geoLocationCountryCode" },
|
---|
470 | {
|
---|
471 | $group: {
|
---|
472 | _id: {$toLower: '$geoLocationCountryCode'},
|
---|
473 | count: { $sum: 1 }
|
---|
474 | }
|
---|
475 | },
|
---|
476 | { $sort : { count : -1} },
|
---|
477 | { $limit : 100 }
|
---|
478 | ]);
|
---|
479 |
|
---|
480 |
|
---|
481 | WORKS:
|
---|
482 | db.Websites.aggregate([
|
---|
483 | {
|
---|
484 | $match: {
|
---|
485 | geoLocationCountryCode: {$ne : "UNKNOWN"}
|
---|
486 | }
|
---|
487 | },
|
---|
488 | { $unwind: "$geoLocationCountryCode" },
|
---|
489 | {
|
---|
490 | $group: {
|
---|
491 | _id: "$geoLocationCountryCode",
|
---|
492 | count: { $sum: 1 }
|
---|
493 | }
|
---|
494 | },
|
---|
495 | { $sort : { count : -1} },
|
---|
496 | { $limit : 100 }
|
---|
497 | ]);
|
---|
498 |
|
---|
499 | WORKS:
|
---|
500 | db.Websites.aggregate([
|
---|
501 | {
|
---|
502 | $match: {
|
---|
503 | "urlContainsLangCodeInPath": true
|
---|
504 | }
|
---|
505 | },
|
---|
506 | { $unwind: "$geoLocationCountryCode" },
|
---|
507 | {
|
---|
508 | $group: {
|
---|
509 | _id: "$geoLocationCountryCode",
|
---|
510 | count: { $sum: 1 }
|
---|
511 | }
|
---|
512 | },
|
---|
513 | { $sort : { count : -1} },
|
---|
514 | { $limit : 100 }
|
---|
515 | ]);
|
---|
516 |
|
---|
517 |
|
---|
518 | KEEP ADDITIONAL FIELDS - https://stackoverflow.com/questions/16662405/mongo-group-query-how-to-keep-fields:
|
---|
519 | a. KEEPS ONLY FIRST DOMAIN URL FOR EACH COUNTED COUNTRY CODE:
|
---|
520 |
|
---|
521 | db.Websites.aggregate([
|
---|
522 | {
|
---|
523 | $match: {
|
---|
524 | "urlContainsLangCodeInPath": true
|
---|
525 | }
|
---|
526 | },
|
---|
527 | { $unwind: "$geoLocationCountryCode" },
|
---|
528 | {
|
---|
529 | $group: {
|
---|
530 | _id: "$geoLocationCountryCode", count: { $sum: 1 },
|
---|
531 | domain: {$first: '$domain'}
|
---|
532 | }
|
---|
533 | },
|
---|
534 | { $sort : { count : -1} }
|
---|
535 | ]);
|
---|
536 |
|
---|
537 | b. KEEP ALL DOMAIN URLS:
|
---|
538 | db.Websites.aggregate([
|
---|
539 | {
|
---|
540 | $match: {
|
---|
541 | "urlContainsLangCodeInPath": true
|
---|
542 | }
|
---|
543 | },
|
---|
544 | { $unwind: "$geoLocationCountryCode" },
|
---|
545 | {
|
---|
546 | $group: {
|
---|
547 | _id: "$geoLocationCountryCode",
|
---|
548 | count: { $sum: 1 },
|
---|
549 | domain: { $addToSet: '$domain' }
|
---|
550 | }
|
---|
551 | },
|
---|
552 | { $sort : { count : -1} }
|
---|
553 | ]);
|
---|
554 |
|
---|
555 |
|
---|
556 | # WANT TO GET THE ABOVE INTO WORLD MAP, use geojson.tools found by Dr Bainbridge
|
---|
557 | geojson.tools
|
---|
558 | USAGE: https://www.here.xyz/viewer-tool/
|
---|
559 |
|
---|
560 |
|
---|
561 | AIMS:
|
---|
562 | * Identify where Maori language is online.
|
---|
563 | * How can we identify high quality sites that would be good for a corpus.
|
---|
564 | (Related work for other languages to quantifiably answer that)
|
---|
565 |
|
---|
566 |
|
---|
567 |
|
---|
568 |
|
---|
569 | data-preparation
|
---|
570 | docs
|
---|
571 |
|
---|
572 |
|
---|
573 |
|
---|
574 |
|
---|
575 | /* 1 */
|
---|
576 | {
|
---|
577 | "_id" : "US",
|
---|
578 | "count" : 93.0,
|
---|
579 | -95.8,40.33
|
---|
580 | }
|
---|
581 |
|
---|
582 | /* 2 */
|
---|
583 | {
|
---|
584 | "_id" : "AU",
|
---|
585 | "count" : 7.0,
|
---|
586 | 135.8,-25.33
|
---|
587 | }
|
---|
588 |
|
---|
589 | /* 3 */
|
---|
590 | {
|
---|
591 | "_id" : "CN",
|
---|
592 | "count" : 7.0,
|
---|
593 | 100.8,
|
---|
594 | 32.33
|
---|
595 | }
|
---|
596 |
|
---|
597 | /* 4 */
|
---|
598 | {
|
---|
599 | "_id" : "NZ",
|
---|
600 | "count" : 5.0,
|
---|
601 | 175.8,
|
---|
602 | -40.33
|
---|
603 | }
|
---|
604 |
|
---|
605 | /* 5 */
|
---|
606 | {
|
---|
607 | "_id" : "DE",
|
---|
608 | "count" : 5.0,
|
---|
609 | 10.8,
|
---|
610 | 50.33
|
---|
611 | }
|
---|
612 |
|
---|
613 | /* 6 */
|
---|
614 | {
|
---|
615 | "_id" : "HK",
|
---|
616 | "count" : 5.0,
|
---|
617 | 114,
|
---|
618 | 22.33
|
---|
619 | }
|
---|
620 |
|
---|
621 | /* 7 */
|
---|
622 | {
|
---|
623 | "_id" : "RU",
|
---|
624 | "count" : 4.0,
|
---|
625 | 38.4,
|
---|
626 | 55.5
|
---|
627 | }
|
---|
628 |
|
---|
629 | /* 8 */
|
---|
630 | {
|
---|
631 | "_id" : "JP",
|
---|
632 | "count" : 3.0,
|
---|
633 | 137.8,
|
---|
634 | 36
|
---|
635 | }
|
---|
636 |
|
---|
637 | /* 9 */
|
---|
638 | {
|
---|
639 | "_id" : "GB",
|
---|
640 | "count" : 3.0,
|
---|
641 | -2,
|
---|
642 | 53.33
|
---|
643 | }
|
---|
644 |
|
---|
645 | /* 10 */
|
---|
646 | {
|
---|
647 | "_id" : "CA",
|
---|
648 | "count" : 2.0,
|
---|
649 | -105.8,
|
---|
650 | 55.33
|
---|
651 | }
|
---|
652 |
|
---|
653 | /* 11 */
|
---|
654 | {
|
---|
655 | "_id" : "FR",
|
---|
656 | "count" : 2.0,
|
---|
657 | 3,
|
---|
658 | 47.33
|
---|
659 | }
|
---|
660 |
|
---|
661 | /* 12 */
|
---|
662 | {
|
---|
663 | "_id" : "DK",
|
---|
664 | "count" : 2.0,
|
---|
665 | 9.5,
|
---|
666 | 55.33
|
---|
667 | }
|
---|
668 |
|
---|
669 | /* 13 British Virgin Islands */
|
---|
670 | {
|
---|
671 | "_id" : "VG",
|
---|
672 | "count" : 2.0,
|
---|
673 | -64.8,
|
---|
674 | 18.35
|
---|
675 | }
|
---|
676 |
|
---|
677 | /* 14 Ukraine */
|
---|
678 | {
|
---|
679 | "_id" : "UA",
|
---|
680 | "count" : 1.0,
|
---|
681 | 31.5,
|
---|
682 | 48.5
|
---|
683 | }
|
---|
684 |
|
---|
685 | /* 15 */
|
---|
686 | {
|
---|
687 | "_id" : "CZ",
|
---|
688 | "count" : 1.0,
|
---|
689 | 16.2,
|
---|
690 | 49.7
|
---|
691 | }
|
---|
692 |
|
---|
693 | /* 16 Switzerland */
|
---|
694 | {
|
---|
695 | "_id" : "CH",
|
---|
696 | "count" : 1.0,
|
---|
697 | 8.5,
|
---|
698 | 47
|
---|
699 | }
|
---|
700 |
|
---|
701 | /* 17 Zuid-Afrika */
|
---|
702 | {
|
---|
703 | "_id" : "ZA",
|
---|
704 | "count" : 1.0,
|
---|
705 | 24.2,
|
---|
706 | -30.7
|
---|
707 | }
|
---|
708 |
|
---|
709 | /* 18 */
|
---|
710 | {
|
---|
711 | "_id" : "NL",
|
---|
712 | "count" : 1.0,
|
---|
713 | 5.8,
|
---|
714 | 52.33
|
---|
715 | }
|
---|
716 |
|
---|
717 | /* 19 */
|
---|
718 | {
|
---|
719 | "_id" : "KR",
|
---|
720 | "count" : 1.0,
|
---|
721 | 127.8,
|
---|
722 | 36.8
|
---|
723 | }
|
---|
724 |
|
---|
725 |
|
---|
726 | /** http://geojson.tools/
|
---|
727 |
|
---|
728 |
|
---|
729 | {
|
---|
730 | "type": "MultiPoint",
|
---|
731 | "coordinates": [
|
---|
732 | [
|
---|
733 | -95.8,
|
---|
734 | 40.33
|
---|
735 | ],
|
---|
736 | [
|
---|
737 | 135.8,
|
---|
738 | -25.33
|
---|
739 | ],
|
---|
740 | [
|
---|
741 | 100.8,
|
---|
742 | 32.33
|
---|
743 | ],
|
---|
744 | [
|
---|
745 | 175.8,
|
---|
746 | -40.33
|
---|
747 | ],
|
---|
748 | [
|
---|
749 | 10.8,
|
---|
750 | 50.33
|
---|
751 | ],
|
---|
752 | [
|
---|
753 | 10.8,
|
---|
754 | 50.33
|
---|
755 | ],
|
---|
756 | [
|
---|
757 | 114,
|
---|
758 | 22.33
|
---|
759 | ],
|
---|
760 | [
|
---|
761 | 38.4,
|
---|
762 | 55.5
|
---|
763 | ],
|
---|
764 | [
|
---|
765 | -2,
|
---|
766 | 53.33
|
---|
767 | ],
|
---|
768 | [
|
---|
769 | 137.8,
|
---|
770 | 36
|
---|
771 | ],
|
---|
772 | [
|
---|
773 | -105.8,
|
---|
774 | 55.33
|
---|
775 | ],
|
---|
776 | [
|
---|
777 | 3,
|
---|
778 | 47.33
|
---|
779 | ],
|
---|
780 | [
|
---|
781 | 9.5,
|
---|
782 | 55.33
|
---|
783 | ],
|
---|
784 | [
|
---|
785 | -64.8,
|
---|
786 | 18.35
|
---|
787 | ],
|
---|
788 | [
|
---|
789 | 31.5,
|
---|
790 | 48.5
|
---|
791 | ],
|
---|
792 | [
|
---|
793 | 16.2,
|
---|
794 | 49.7
|
---|
795 | ],
|
---|
796 | [
|
---|
797 | 8.5,
|
---|
798 | 47
|
---|
799 | ],
|
---|
800 | [
|
---|
801 | 24.2,
|
---|
802 | -30.7
|
---|
803 | ],
|
---|
804 | [
|
---|
805 | 5.8,
|
---|
806 | 52.33
|
---|
807 | ],
|
---|
808 | [
|
---|
809 | 127.8,
|
---|
810 | 36.8
|
---|
811 | ]
|
---|
812 | ]
|
---|
813 | }
|
---|
814 |
|
---|
815 | */
|
---|
816 |
|
---|
817 | /* 1 */
|
---|
818 | {
|
---|
819 | "_id" : "US",
|
---|
820 | "count" : 93.0,
|
---|
821 | -95.8,40.33
|
---|
822 | }
|
---|
823 |
|
---|
824 | /* 2 */
|
---|
825 | {
|
---|
826 | "_id" : "AU",
|
---|
827 | "count" : 7.0,
|
---|
828 | 135.8,-25.33
|
---|
829 | }
|
---|
830 |
|
---|
831 | /* 3 */
|
---|
832 | {
|
---|
833 | "_id" : "CN",
|
---|
834 | "count" : 7.0,
|
---|
835 | 100.8,
|
---|
836 | 32.33
|
---|
837 | }
|
---|
838 |
|
---|
839 | /* 4 */
|
---|
840 | {
|
---|
841 | "_id" : "NZ",
|
---|
842 | "count" : 5.0,
|
---|
843 | 175.8,
|
---|
844 | -40.33
|
---|
845 | }
|
---|
846 |
|
---|
847 | /* 5 */
|
---|
848 | {
|
---|
849 | "_id" : "DE",
|
---|
850 | "count" : 5.0,
|
---|
851 | 10.8,
|
---|
852 | 50.33
|
---|
853 | }
|
---|
854 |
|
---|
855 | /* 6 */
|
---|
856 | {
|
---|
857 | "_id" : "HK",
|
---|
858 | "count" : 5.0,
|
---|
859 | 114,
|
---|
860 | 22.33
|
---|
861 | }
|
---|
862 |
|
---|
863 | /* 7 */
|
---|
864 | {
|
---|
865 | "_id" : "RU",
|
---|
866 | "count" : 4.0,
|
---|
867 | 38.4,
|
---|
868 | 55.5
|
---|
869 | }
|
---|
870 |
|
---|
871 | /* 8 */
|
---|
872 | {
|
---|
873 | "_id" : "JP",
|
---|
874 | "count" : 3.0,
|
---|
875 | 137.8,
|
---|
876 | 36
|
---|
877 | }
|
---|
878 |
|
---|
879 | /* 9 */
|
---|
880 | {
|
---|
881 | "_id" : "GB",
|
---|
882 | "count" : 3.0,
|
---|
883 | -2,
|
---|
884 | 53.33
|
---|
885 | }
|
---|
886 |
|
---|
887 | /* 10 */
|
---|
888 | {
|
---|
889 | "_id" : "CA",
|
---|
890 | "count" : 2.0,
|
---|
891 | -105.8,
|
---|
892 | 55.33
|
---|
893 | }
|
---|
894 |
|
---|
895 | /* 11 */
|
---|
896 | {
|
---|
897 | "_id" : "FR",
|
---|
898 | "count" : 2.0,
|
---|
899 | 3,
|
---|
900 | 47.33
|
---|
901 | }
|
---|
902 |
|
---|
903 | /* 12 */
|
---|
904 | {
|
---|
905 | "_id" : "DK",
|
---|
906 | "count" : 2.0,
|
---|
907 | 9.5,
|
---|
908 | 55.33
|
---|
909 | }
|
---|
910 |
|
---|
911 | /* 13 British Virgin Islands */
|
---|
912 | {
|
---|
913 | "_id" : "VG",
|
---|
914 | "count" : 2.0,
|
---|
915 | -64.8,
|
---|
916 | 18.35
|
---|
917 | }
|
---|
918 |
|
---|
919 | /* 14 Ukraine */
|
---|
920 | {
|
---|
921 | "_id" : "UA",
|
---|
922 | "count" : 1.0,
|
---|
923 | 31.5,
|
---|
924 | 48.5
|
---|
925 | }
|
---|
926 |
|
---|
927 | /* 15 */
|
---|
928 | {
|
---|
929 | "_id" : "CZ",
|
---|
930 | "count" : 1.0,
|
---|
931 | 16.2,
|
---|
932 | 49.7
|
---|
933 | }
|
---|
934 |
|
---|
935 | /* 16 Switzerland */
|
---|
936 | {
|
---|
937 | "_id" : "CH",
|
---|
938 | "count" : 1.0,
|
---|
939 | 8.5,
|
---|
940 | 47
|
---|
941 | }
|
---|
942 |
|
---|
943 | /* 17 Zuid-Afrika */
|
---|
944 | {
|
---|
945 | "_id" : "ZA",
|
---|
946 | "count" : 1.0,
|
---|
947 | 24.2,
|
---|
948 | -30.7
|
---|
949 | }
|
---|
950 |
|
---|
951 | /* 18 */
|
---|
952 | {
|
---|
953 | "_id" : "NL",
|
---|
954 | "count" : 1.0,
|
---|
955 | 5.8,
|
---|
956 | 52.33
|
---|
957 | }
|
---|
958 |
|
---|
959 | /* 19 */
|
---|
960 | {
|
---|
961 | "_id" : "KR",
|
---|
962 | "count" : 1.0,
|
---|
963 | 127.8,
|
---|
964 | 36.8
|
---|
965 | }
|
---|
966 |
|
---|
967 |
|
---|
968 | /** http://geojson.tools/
|
---|
969 |
|
---|
970 |
|
---|
971 | {
|
---|
972 | "type": "MultiPoint",
|
---|
973 | "coordinates": [
|
---|
974 | [
|
---|
975 | -95.8,
|
---|
976 | 40.33
|
---|
977 | ],
|
---|
978 | [
|
---|
979 | 135.8,
|
---|
980 | -25.33
|
---|
981 | ],
|
---|
982 | [
|
---|
983 | 100.8,
|
---|
984 | 32.33
|
---|
985 | ],
|
---|
986 | [
|
---|
987 | 175.8,
|
---|
988 | -40.33
|
---|
989 | ],
|
---|
990 | [
|
---|
991 | 10.8,
|
---|
992 | 50.33
|
---|
993 | ],
|
---|
994 | [
|
---|
995 | 10.8,
|
---|
996 | 50.33
|
---|
997 | ],
|
---|
998 | [
|
---|
999 | 114,
|
---|
1000 | 22.33
|
---|
1001 | ],
|
---|
1002 | [
|
---|
1003 | 38.4,
|
---|
1004 | 55.5
|
---|
1005 | ],
|
---|
1006 | [
|
---|
1007 | -2,
|
---|
1008 | 53.33
|
---|
1009 | ],
|
---|
1010 | [
|
---|
1011 | 137.8,
|
---|
1012 | 36
|
---|
1013 | ],
|
---|
1014 | [
|
---|
1015 | -105.8,
|
---|
1016 | 55.33
|
---|
1017 | ],
|
---|
1018 | [
|
---|
1019 | 3,
|
---|
1020 | 47.33
|
---|
1021 | ],
|
---|
1022 | [
|
---|
1023 | 9.5,
|
---|
1024 | 55.33
|
---|
1025 | ],
|
---|
1026 | [
|
---|
1027 | -64.8,
|
---|
1028 | 18.35
|
---|
1029 | ],
|
---|
1030 | [
|
---|
1031 | 31.5,
|
---|
1032 | 48.5
|
---|
1033 | ],
|
---|
1034 | [
|
---|
1035 | 16.2,
|
---|
1036 | 49.7
|
---|
1037 | ],
|
---|
1038 | [
|
---|
1039 | 8.5,
|
---|
1040 | 47
|
---|
1041 | ],
|
---|
1042 | [
|
---|
1043 | 24.2,
|
---|
1044 | -30.7
|
---|
1045 | ],
|
---|
1046 | [
|
---|
1047 | 5.8,
|
---|
1048 | 52.33
|
---|
1049 | ],
|
---|
1050 | [
|
---|
1051 | 127.8,
|
---|
1052 | 36.8
|
---|
1053 | ]
|
---|
1054 | ]
|
---|
1055 | }
|
---|
1056 |
|
---|
1057 | */
|
---|