1、含日期查询 从起始时间到结束时间
BasicDBObject queryObj = new BasicDBObject();
queryObj.put("date",new BasicDBObject().append("$gte",starttime).append("$lt",endtime));
2、distinct 查询
BasicDBObject queryObj = new BasicDBObject();
coll.distinct("field_name",queryObj);// field_name 为数据库中需要distinct的字段名称,queryObj为查询条件 ,先执行查询条件后在distinct;返回为一个list集合 里面存放所有不重复的 field_name.
这种方式还是有中缺陷,如果数据量过大 list可能超出容量,不好控制,可以使用group by的方法替换
3、exists 查询
BasicDBObject basicObj = new BasicDBObject();
BasicDBObject andSearch = new BasicDBObject();
andSearch.put("$gte", start.getTime());andSearch.put("$lt", end.getTime());basicObj.put("date", andSearch);
basicObj.put("field_name", new BasicDBObject("$exists", true)); //若数据库中 field_name 这个字段有值 (包含null),则符合条件,反之这条记录没有这个字段则不符合条件
4、group 查询 (分组查询)
Map<String, Integer> map = new HashMap<String,Integer>(); DBCollection coll = MongoDB.getDBCollection("user_processed_corpus"); DBObject fields = new BasicDBObject(); fields.put("cust_name", "$cust_name"); DBObject groupField = new BasicDBObject(); groupField.put("_id", fields); groupField.put("count", new BasicDBObject("$sum",1)); DBObject group = new BasicDBObject("$group",groupField); BasicDBObject matchObj = new BasicDBObject(); matchObj.put("date",new BasicDBObject("$lt", end.getTime()).append("$gt",start.getTime())); matchObj.put("userid", userid); matchObj.put("from", from); DBObject match = new BasicDBObject("$match",matchObj); AggregationOutput output = coll.aggregate(match, group); Iterable<DBObject> results = output.results(); Iterator<DBObject> it = results.iterator(); while(it.hasNext()){ DBObject obj = it.next(); DBObject name = (DBObject) obj.get("_id"); Object cust_name =name.get("cust_name"); if(CommonUtil.isNotNull(cust_name)){ map.put(cust_name.toString(), Integer.valueOf(obj.get("count").toString())); } }
4.2 group(方式2)
public static void group(){ BasicDBObject group = new BasicDBObject(); group.put("_id", "$userid"); group.put("count", new BasicDBObject("$sum",1)); AggregationOutput output = coll.aggregate(new BasicDBObject("$group",group)); DBObject obj = output.getCommand(); System.out.println(obj); CommandResult result = output.getCommandResult(); System.out.println(result.get("result")); }
5、addToSet(只能确保添加到记录,不能影响原有记录数据) 相同的数据则不添加
public static void addToSetAndEachElementInArray(String _id){ List list = new ArrayList(); list.add("str0"); list.add("str1"); list.add(new BasicDBObject("arr90",90)); BasicDBObject idObj = new BasicDBObject("_id", new ObjectId(_id)); BasicDBObject updateObj = new BasicDBObject(); updateObj.put("$addToSet", new BasicDBObject("arrays",new BasicDBObject("$each",list))); WriteResult result = coll.update(idObj,updateObj); System.out.println("update count:"+result.getN()); }
6、or 查询 将多个查询条件加入一个list中 用$or 连接list中的查询条件即可
public static void test1(){ BasicDBObject query1 = new BasicDBObject(); BasicDBObject query2 = new BasicDBObject(); query1.put("count", new BasicDBObject("$exists",false)); query2.put("count", new BasicDBObject("$exists",true)); BasicDBList list = new BasicDBList(); list.add(query2); list.add(query1); BasicDBObject query = new BasicDBObject(); query.put("$or", list); int count = coll.find(query).count(); System.out.println(count); }
7、in 查询
1 public void findByINQuery(int value1,int value2){ 2 coll = getCollection("ParentColl"); 3 BasicDBObject query=new BasicDBObject(); 4 BasicDBList cond=new BasicDBList(); 5 cond.add(value1); 6 cond.add(value2); 7 query.put("intData",new BasicDBObject("$in", cond)); 8 DBCursor cur = coll.find(query); 9 while(cur.hasNext()){ 10 System.out.println(cur.next()); 11 } 12 }
8、addToSet的另外一种用法(本质相同) 对分组之后的数据在进行操作
userid question
1 a
1 b
2 c
2 a
2 b
1 a
3 c
3 b
3 a
1 public static void group1(){ 2 BasicDBObject obj = new BasicDBObject(); 3 BasicDBObject query = new BasicDBObject(); 4 BasicDBObject match = new BasicDBObject(); 5 BasicDBObject group = new BasicDBObject(); 6 BasicDBObject g1 = new BasicDBObject(); 7 //第一个分组 (userid 和 question 共同作为分组字段) 8 g1.put("userid", "$userid"); 9 g1.put("question", "$question"); 10 group.put("_id", g1); 11 //可以额外的添加一些字段(以便下次的统计操作) 12 group.put("count", new BasicDBObject("$sum",1)); 13 group.put("userid",new BasicDBObject("$addToSet", "$userid")); 14 group.put("question",new BasicDBObject("$addToSet", "$question")); 15 obj.put("$group", group); 16 match.put("$match", query); 17 18 //对第一次分组产生的结果进行再次分组(第一次分组的结果见注1) 19 DBObject _group = new BasicDBObject(); 20 _group.put("question", "$question"); 21 DBObject groupFields1 = new BasicDBObject("_id", _group); 22 groupFields1.put("user_sum", new BasicDBObject("$sum", 1)); 23 BasicDBObject group1 = new BasicDBObject(); 24 group1.append("$group", groupFields1); 25 26 AggregationOutput out = coll.aggregate(match,obj,group1); 27 CommandResult result = out.getCommandResult(); 28 BasicDBList record = (BasicDBList) result.get("result"); 29 System.out.println(record.size()); 30 }
注1:第一次分组的结果
[{
"_id" : {
"userid" : "0003",
"question" : "how"
},
"count" : 30,
"userid" : ["0003"],
"question" : ["how"]
}, {
"_id" : {
"userid" : "0002",
"question" : "I am comming"
},
"count" : 1,
"userid" : ["0002"],
"question" : ["I am comming"]
}, {
"_id" : {
"userid" : "0002",
"question" : "2323"
},
"count" : 1,
"userid" : ["0002"],
"question" : ["2323"]
}, {
"_id" : {
"userid" : "0002",
"question" : "how"
},
"count" : 38,
"userid" : ["0002"],
"question" : ["how"]
}, {
"_id" : {
"userid" : "0001",
"question" : "I comming"
},
"count" : 1,
"userid" : ["0001"],
"question" : ["I comming"]
}, {
"_id" : {
"userid" : "0002",
"question" : "123"
},
"count" : 1,
"userid" : ["0002"],
"question" : ["123"]
}, {
"_id" : {
"userid" : "0001",
"question" : "I am "
},
"count" : 1,
"userid" : ["0001"],
"question" : ["I am "]
}, {
"_id" : {
"userid" : "0001",
"question" : "I am comming"
},
"count" : 4,
"userid" : ["0001"],
"question" : ["I am comming"]
}
]
结果解释:_id 中的内容为分组的字段是唯一的,故作为_id 后面的count userid 和question都是在分组过程中手动添加上去的,这个其实就当做中间表 以便下面的数据统计和操作
9、模糊查询(pattern)
String like = "...";
Pattern pattern = Pattern.compile("^.*"+like+".*$", Pattern.CASE_INSENSITIVE);
BasicDBObject obj = new BasicDBObject();
obj.put("name",pattern);
coll.find(obj);
10、$eleMatch 查询(数组匹配查询)
DBObject edit = new BasicDBObject();
edit.put("slotname", "content");
query.put("slotbind", new BasicDBObject("$elemMatch", edit));
不难发现主要用到BasicDBObject、BasicDBList、DBCursor这三个类。BasicDBObject好比一个map,好比使用json查询中的{} 。BasicDBList是个list,用于or,nin等条件查询。DBCursor用于遍历结果集。其实只要将对应的json查询使用这3个类转化一下,就能写出对应的java代码了。