I am trying to write a query in mongo that will create a new table, loop through my data set, and insert the TopExecutiveTitle into the new table. I also would like it to keep count of each position and only insert a position into the table when it is new.
This is what I have so far. This code loops through my table and inserts the TopExectuiveTitle into a new table. However, it does not group them together and keep count. How do I write my query so that it will?
db.car.find().forEach( function (x) {
db.TopExecutiveTable.insert({Topexecutivetitle: x.Topexecutivetitle})
});
Here is a sample of a document in my database.
{
"_id" : ObjectId("5a22c8e562c2e489c5df70fa"),
"2016rank" : 1,
"Dealershipgroupname" : "AutoNation Inc.?",
"Address" : "200 S.W. 1st Ave.",
"City/State/Zip" : "Fort Lauderdale, FL 33301",
"Phone" : "(954) 769-7000",
"Companywebsite" : "www.autonation.com",
"Topexecutive" : "Mike Jackson",
"Topexecutivetitle" : "chairman & CEO",
"Totalnewretailunits" : "337,622",
"Totalusedunits" : "225,713",
"Totalfleetunits" : 3,
"Totalwholesaleunits" : "82,342",
"Total_units" : "649,415",
"Total_number_of _dealerships" : 260,
"Grouprevenuealldepartments*" : "$21,609,000,000",
"2015rank" : 1
}
The result I would like is something like this
"Topexecutivetitle" : "chairman & CEO"
"Count" : 3
"Topexecutivetitle" : "president"
"Count" : 7
}
To do this you need to use the aggregate function of mongo, something like this:
db.car.aggregate([
{
$group:{
_id:"$Topexecutivetitle",
count:{$sum:1}
}
},
{
$project:{
Topexecutivetitle:"$_id",
count:1,
_id:0
}
},
{
$out:"result"
}])
This will give you your desired output and store it into a new collection "result":
{
"_id" : "president",
"count" : 1.0
},
{
"_id" : "chairman & CEO",
"count" : 3.0
}
Related
I have this document:
{
"_id" : ObjectId("5a698b8bc2539428e3738c7d"),
"_class" : "com.xxx.xxx.inf.dao.mongo.domain.IndexDO",
"product_id" : "5a67fde8c2539414b9712482",
"cn_name" : "index - test",
"en_name" : "test index - test",
"sample_desc" : "this is a sample description",
"people_type" : 1,
"ref_literature" : [
{
"_class" : "com.xxx.xxx.inf.dao.mongo.domain.RefLiterature",
"_id" : null,
"name" : "ref 1"
},
{
"_class" : "com.xxx.xxx.inf.dao.mongo.domain.RefLiterature",
"_id" : null,
"name" : "ref 2"
}
],
"user_id" : 6,
"gmt_create" : ISODate("2018-01-25T07:47:23.800+0000"),
"detail_desc" : null,
"gmt_modified" : ISODate("2018-01-25T07:49:50.923+0000"),
"index_level" : [
{
"_class" : "com.xxx.xxx.inf.dao.mongo.domain.IndexLevel",
"_id" : ObjectId("5a72c83050abd32e7e54340d"),
"up_val" : "3.2",
"down_val" : "5.7",
"calc_symbol_type" : 2,
"level_desc" : "this is a test level desc"
}
]
}
I want to delete the element in index_level, and in here is:
{
"_class" : "com.xxx.xxx.inf.dao.mongo.domain.IndexLevel",
"_id" : ObjectId("5a72c83050abd32e7e54340d"),
"up_val" : "3.2",
"down_val" : "5.7",
"calc_symbol_type" : 2,
"level_desc" : "this is a test level desc"
}
I can remove this sub document in mongo shell with the command:
db.index.update(
{"_id":ObjectId("5a698b8bc2539428e3738c7d")},
{$pull:{"index_level": {"_id":ObjectId("5a72c83050abd32e7e54340d")}}}
)
But when I removed use mongotemplate code in below, I was failed to do this:
mongoTemplate.updateFirst(
Query(Criteria.where("_id").`is`(ObjectId("5a698b8bc2539428e3738c7d"))),
Update().pull("index_level", Query(Criteria.where("_id").`is`(ObjectId("5a72c83050abd32e7e54340d")))),
IndexDO::class.java
)
and tried below code:
mongoTemplate.updateFirst(
Query(Criteria.where("_id").`is`(ObjectId("5a698b8bc2539428e3738c7d")).and("index_level._id").`is`(ObjectId("5a72c83050abd32e7e54340d"))),
Update().pull("index_level", Query(Criteria.where("_id").`is`(ObjectId("5a72c83050abd32e7e54340d")))),
IndexDO::class.java
)
and finally, I can remove this sub document with this code:
mongoTemplate.updateFirst(
Query(Criteria.where("index_level._id").`is`(ObjectId("5a72c83050abd32e7e54340d"))),
Update().pull("index_level", Query(Criteria.where("_id").`is`(ObjectId("5a72c83050abd32e7e54340d")))),
IndexDO::class.java)
But this code has a problem, because in here the position field is _id, when I change the position field like "calc_symbol_type", the final code will remove all calc_symbol_type equals to the value which I send to the method.
So the question is where I was wrong? and the mongo shell command converts to mongotemplate code will be what?
Thanks !
Hello I'm a MongoDb beginner. I have a database of a IRC chatlog. The document structure is very simple
{
"_id" : ObjectId("000"),
"user" : "username",
"message" : "foobar foobar potato idontknow",
"time" : NumberLong(1451775601469)
}
I have thousands of these and I want to count the number of occurrences of the string "foobar". I have googled this issue and found something about aggregations. I looks very complicated and I haven't really found any issue this "simple". I'd be glad if someone pointed me in the right direction what to research and I wouldn't mind an example command that does exactly this what I want. Thank you.
There is no any built-in operator to solve your request.
You can try this query, but it has very poor performance:
db.chat.find().forEach(function(doc){
print(doc["user"] + " > " + ((doc["message"].match(/foobar/g) || []).length))
})
If you could change your message field to array, then we could apply aggregation...
EDIT:
If you add array of splitted words into your entry, we can apply aggregation
Sample:
{
"_id" : ObjectId("569bb7040586bcb40f7d2539"),
"user" : "username",
"fullmessage" : "foobar foobar potato idontknow",
"message" : [
"foobar",
"foobar",
"potato",
"idontknow"
],
"time" : NumberLong(1451775601469)
}
Aggregation. We create new entry for each array element, match given word (foobar, in this case) and then count matched result.
db.chat.aggregate([
{"$unwind" : "$message"},
{"$match" : {"message" : {"$regex" : "foobar", "$options" : "i"}}},
{"$group" : {_id:{"_id" : "$_id", "user" : "$user", "time" : "$time", "fullmessage" : "$fullmessage"}, "count" : {$sum:1}}},
{"$project" : {_id:"$_id._id", "user" : "$_id.user", "time" : "$_id.time", "fullmessage" : "$_id.fullmessage", "count" : "$count"}}
])
Result:
[
{
"_id" : ObjectId("569bb7040586bcb40f7d2539"),
"count" : 2,
"user" : "username",
"time" : NumberLong(1451775601469),
"fullmessage" : "foobar foobar potato idontknow"
}
]
I have an object structure as shown below
{
"_id" : ObjectId("55d164f1c8f2c53a82535b9a"),
"plant_name" : "TOTAL",
"installed_capacity" : 3473,
"wind_data" : [
{
"date" : "16-08-15",
"timestamp" : " 16:27:15",
"generated_capacity" : 617.24,
"frequency" : 50.01
},
{
"date" : "16-08-15",
"timestamp" : " 21:21:15",
"generated_capacity" : 670.25,
"frequency" : 49.94
}, ....]
}
I need to sum up (at least retrieve) "generated_capacity" of all the objects under "wind_data" having "date" equal to "16-08-15" of "TOTAL" object. I have tried this query
db.collectionName.aggregate(
{"$unwind":"$wind_data"},
{"$match":{"plant_name":"TOTAL","wind_data.date":"16-08-15"}}
)
But, this query is not working. Please suggest some way to figure this out.
The following query would do the job
db.collectionName.aggregate([
{"$unwind":"$wind_data"},
{"$match":{"plant_name":"TOTAL","wind_data.date":"16-08-15"}},
{"$group":{"_id":"$wind_data.date","generated_capacity_sum":{"$sum":"$wind_data.generated_capacity"}}}
])
Does this makes any sense when trying to add a sub-sub-item? (I'm new to mongo - be merciful :-))
question = db.questions.findOne({_id: ObjectId("529c5d44211c9a8c11000006")})
question.answers[0].votes.insert(...)
When I run this from the mongo console the result is an error saying [object object] does not have the method insert.
I have the following mongoDB Question Schema.
{
"__v" : 2,
"_creator" : ObjectId("529c5d2d211c9a8c11000005"),
"_id" : ObjectId("529c5d44211c9a8c11000006"),
"answers" : [
{
"postDate" : ISODate("2013-12-02T10:14:19.060Z"),
"postDateText" : "15min ago",
"authorEmail" : "guys#pix.com",
"authorName" : "guys#pix.com",
"body" : "You need magic powder",
"isWinner" : false,
"_creator" : ObjectId("529c5d2d211c9a8c11000005"),
"_id" : ObjectId("529c5d7b211c9a8c11000008"),
"votes" : [
{
"voteType" : "up",
"_creator" : ObjectId("529c5d2d211c9a8c11000005"),
"_id" : ObjectId("529c5d5b211c9a8c11000007")
}
]
}
],
"authorEmail" : "guys#wix.com",
"authorName" : "guys#wix.com",
"body" : "I'm trying to fly...\n\n<pre class=\"brush: js;\">\nfunction logName(name) {\n console.log(name);\n}\n</pre>",
"isResolved" : false,
"postDate" : ISODate("2013-12-02T10:13:24.235Z"),
"tags" : [
"fly"
],
"title" : "How do I fly?",
"views" : [],
"votes" : [
{
"voteType" : "up",
"_creator" : ObjectId("529c5d2d211c9a8c11000005"),
"_id" : ObjectId("529c5d5b211c9a8c11000007")
}
]
}
I'm trying, given a questionId and an answerId to add a vote to the votes array (which is inside the answer). I can't seem to do it. Help?
insert is for adding whole new documents; when you just want to add a new element to an array field of an existing document, you can use update along with an operator like $push.
So, in the shell you would use something like this:
db.questions.update(
{_id: ObjectId("529c5d44211c9a8c11000006")},
{'answers.0.votes': {$push: voteToPush}})
I have some data that looks like this:
[
{
"_id" : ObjectId("4e2f2af16f1e7e4c2000000a"),
"advertisers" : [
{
"created_at" : ISODate("2011-07-26T21:02:19Z"),
"category" : "Infinity Pro Spin Air Brush",
"updated_at" : ISODate("2011-07-26T21:02:19Z"),
"lowered_name" : "conair",
"twitter_name" : "",
"facebook_page_url" : "",
"website_url" : "",
"user_ids" : [ ],
"blog_url" : "",
},
and I was thinking that a query like this would give the id of the advertiser:
var start = new Date(2011, 1, 1);
> var end = new Date(2011, 12, 12);
> db.agencies.find( { "created_at" : {$gte : start , $lt : end} } , { _id : 1 , program_ids : 1 , advertisers { name : 1 } } ).limit(1).toArray();
But my query didn't work. Any idea how I can add the fields inside the nested elements to my list of fields I want to get?
Thanks!
Use dot notation (e.g. advertisers.name) to query and retrieve fields from nested objects:
db.agencies.find({
"advertisers.created_at": {
$gte: start,
$lt: end
}
},
{
_id: 1,
program_ids: 1,
"advertisers.name": 1
}
}).limit(1).toArray();
Reference: Retrieving a Subset of Fields
and Dot Notation
db.agencies.find(
{ "advertisers.created_at" : {$gte : start , $lt : end} } ,
{ program_ids : 1 , advertisers.name : 1 }
).limit(1).pretty();
There is one thing called dot notation that MongoDB provides that allows you to look inside arrays of elements. Using it is as simple as adding a dot for each array you want to enter.
In your case
"_id" : ObjectId("4e2f2af16f1e7e4c2000000a"),
"advertisers" : [
{
"created_at" : ISODate("2011-07-26T21:02:19Z"),
"category" : "Infinity Pro Spin Air Brush",
"updated_at" : ISODate("2011-07-26T21:02:19Z"),
"lowered_name" : "conair",
"twitter_name" : "",
"facebook_page_url" : "",
"website_url" : "",
"user_ids" : [ ],
"blog_url" : "",
},
{ ... }
If you want to go inside the array of advertisers to look for the property created_at inside each one of them, you can simply write the query with the property {'advertisers.created_at': query} like follows
db.agencies.find( { 'advertisers.created_at' : { {$gte : start , $lt : end} ... }