使用MongoTemplate操作CURD - MongoDB从入门到删库

此文基于Spring的MongoTemplate,介绍MongoDB比较基础常用的增删改查操作。涵盖了从集合创建、索引创建和CRUD操作到更高级的功能(如Map-Reduce和聚合)等等。不多说,直接上代码。

模拟基础数据

   Person dave, oliver, carter;

    @Autowired
    private MongoOperations mongoOps;


    Collation en;

    @Before
    public void setUp() {

        // 排序规则需要一个用于创建的区域设置。中文排序使用:zh
        en = Collation.of("en")
                // 排序规则强度定义表示字符之间差异的比较级别。
                // 根据所选的强度,可以配置各种选项(区分大小写、大小写排序等)。
                .strength(Collation.ComparisonLevel.secondary().includeCase())
                // 指定是将数字字符串比较为数字还是字符串。
                .numericOrderingEnabled()
                // 为了便于比较,指定排序规则是否应将空格和标点符号视为基本字符。
                .alternate(Collation.Alternate.shifted().punct())
                // 指定带有变音符号的字符串是否从字符串的后面排序,例如使用英语字典排序。
                .forwardDiacriticSort()
                // 指定是否检查文本是否需要规范化以及是否执行规范化。
                .normalizationEnabled();
        // 排序可用于创建集合和索引。如果您创建了一个指定排序规则的集合,则排序规则将应用于索引创建和查询
        mongoOps.createCollection(Person.class, CollectionOptions.just(en));
        mongoOps.indexOps(Person.class).ensureIndex(new Index("firstname", Sort.Direction.ASC).collation(en));

        dave = mongoOps.insert(new Person("Dave", "Matthews"));
        oliver = mongoOps.insert(new Person("Oliver August", "Matthews"));
        carter = mongoOps.insert(new Person("Carter", "Beauford"));

    }

    @After
    public void destory(){
        mongoOps.dropCollection(Person.class);
    }

新增操作

    /**
     * 存在同ID更新;不存在ID新增。
     */
    @Test(expected = DuplicateKeyException.class)
    public void testSave(){
        Person person = new Person("Dave", "Dreamson");
        person.setId(dave.getId());
        // 使用save,如果是相同ID,则更新相应的记录
        final Person dave = mongoOps.save(person);
        Assert.assertEquals("Dreamson",dave.getLastname());
        // 使用insert,如果是相同ID,抛出DuplicateKeyException
        mongoOps.insert(person);
    }

    /**
     * 批量新增
     */
    @Test
    public void testInsertAll(){
        mongoOps.insertAll(Lists.newArrayList(
                new Person("Dave", "Matthews"),
                new Person("Oliver August", "Matthews"),
                new Person("Carter", "Beauford")
                ));
        final List all = mongoOps.findAll(Person.class);
        Assert.assertEquals(6,all.size());
    }

更新操作

/**
     * 更新第一条记录
     */
    @Test
    public void testUpdateFirst(){
        final UpdateResult updateResult = mongoOps.updateFirst(Query.query(Criteria.where("firstname").is("Carter")),
                Update.update("lastname", "Dreamson"), Person.class);
        System.out.println(updateResult);
        Person carter = mongoOps.findOne(Query.query(Criteria.where("firstname").is("Carter")), Person.class);
        Assert.assertEquals("Dreamson",carter.getLastname());
    }

    /**
     * 批量更新
     */
    @Test
    public void testBatchUpdate(){

        mongoOps.updateMulti(new Query(Criteria.where("age").exists(false)),
                new Update().inc("age", 50), Person.class);
        mongoOps.findAll(Person.class).forEach(person->
            Assert.assertEquals(50,person.getAge().longValue())
        );
    }

    /**
     * 存在更新,不存在新增
     */
    @Test
    public void testUpsert(){
        final UpdateResult updateResult = mongoOps.upsert(Query.query(Criteria.where("firstname").is("xiaoming").and("lastname").is("Joe"))
                , Update.update("age", 3), Person.class);
        System.out.println(updateResult);
        final Person xiaoming = mongoOps.findOne(Query.query(Criteria.where("firstname").is("xiaoming")), Person.class);
        Assert.assertEquals(xiaoming.getLastname(),"Joe");
        Assert.assertEquals(xiaoming.getAge().longValue(),3);
    }

    /**
     * 找到记录并更新,没找到返回NULL
     */
    @Test
    public void testFindAndModify(){
        Query query = new Query(Criteria.where("firstname").is("Dave"));
        Update update = new Update().inc("age", 1);
        Person p = mongoOps.findAndModify(query, update, Person.class); // 返回旧对象
        if(Optional.ofNullable(p).isPresent()){
            Assert.assertEquals(p.getFirstname(), "Dave");
            Assert.assertEquals(p.getAge(), null);
            p = mongoOps.findOne(query, Person.class);
            Assert.assertEquals(p.getAge().longValue(), 1);

            p = mongoOps.findAndModify(query, update, new FindAndModifyOptions().returnNew(true), Person.class); // 返回新对象
            Assert.assertEquals(p.getAge().longValue(), 2);
        }else{
            System.out.println("没找到相应的记录!");
        }
    }

    /**
     * 查找并替换,返回旧记录
     */
    @Test
    public void testFindAndReplace(){
        Optional result = mongoOps.update(Person.class)
                .matching(Query.query(Criteria.where("firstname").is("Dave")))
                .replaceWith(new Person("Dick","what's up!"))
                .withOptions(FindAndReplaceOptions.options().upsert())
                .as(Person.class)
                .findAndReplace();
        Assert.assertEquals("Dave", result.get().getFirstname());
        final Person dick = mongoOps.findById(result.get().getId(), Person.class);
        Assert.assertEquals("Dick", dick.getFirstname());
    }

删除操作

/**
     * 删除对象
     */
    @Test
    public void testRemove(){
        // 批量删除
        final DeleteResult deleteResult = mongoOps.remove(
                Query.query(Criteria.where("firstname").is("Oliver August")), Person.class);
        System.out.println(deleteResult);
        Assert.assertEquals(2,mongoOps.findAll(Person.class).size());
        mongoOps.remove(dave);
        Assert.assertEquals(1,mongoOps.findAll(Person.class).size());
        // 批量逐个删除
        mongoOps.findAllAndRemove(
                Query.query(Criteria.where("firstname").is("Carter")), Person.class);
        Assert.assertEquals(0,mongoOps.findAll(Person.class).size());
    }

乐观锁处理

/**
     * 乐观锁,version版本自增。
     * 如果更新时version<=原记录version,则抛出异常
     */
    @Test(expected = OptimisticLockingFailureException.class)
    public void testOptimisticLocking(){
        Person daenerys = mongoOps.insert(new Person("Daenerys","ABC"));
        Person tmp = mongoOps.findOne(Query.query(Criteria.where("id").is(daenerys.getId())), Person.class);
        daenerys.setAge(100);
        mongoOps.save(daenerys);
        mongoOps.save(tmp);
    }

查询操作

/**
     * 通过id查询记录
     */
    @Test
    public void testFindById(){
        Person dave = mongoOps.findOne(Query.query(Criteria.where("firstname").is("Dave")), Person.class);
        dave = mongoOps.findById(dave.getId(), Person.class);
        Assert.assertEquals(this.dave,dave);
    }

    /**
     * 查询所有
     */
    @Test
    public void testFindAll(){
        final List all = mongoOps.findAll(Person.class);
        Assert.assertEquals(all.size(),3);
        Assert.assertTrue(all.containsAll(Lists.newArrayList(dave,oliver,carter)));
    }

    /**
     * 查询一条记录
     */
    @Test
    public void testFindOne(){
        Person dave = mongoOps.findOne(Query.query(Criteria.where("firstname").is("Dave")), Person.class);
        Assert.assertEquals("Matthews",dave.getLastname());
    }

    /**
     * 通过JSON的方式查询
     */
    @Test
    public void testBasicQuery(){
        BasicQuery query = new BasicQuery("{ firstname : { $in  : ['Dave','Carter'] }, lastname : { $eq : 'Beauford' }}");
        List result = mongoOps.find(query, Person.class);
        Assert.assertEquals(1,result.size());
        Assert.assertEquals("Carter",result.get(0).getFirstname());
    }

 /**
     * 为单个字段获取不同的值
     */
    @Test
    public void testDistinct(){
        List lastname = mongoOps.query(Person.class)
                .distinct("lastname")
                .as(String.class)
                .all();
        lastname.forEach(System.out::println);
        Assert.assertTrue(lastname.containsAll(Lists.newArrayList("Matthews","Beauford")));
    }

    /**
     * 集合排序操作
     */
    @Test
    public void testCollations(){

        // 使用collation的find查询
        Query query = new Query(Criteria.where("lastname").is("Matthews")).collation(en);
        List results = mongoOps.find(query, Person.class);
        System.out.println(results);
        Assert.assertEquals(results.get(0).getFirstname(),"Dave");

        // 使用collation的aggregation查询
//        newAggregation().withOptions(AggregationOptions.builder().collation(collation).build());
    }

GEO查询操作

1、新建初始化脚本starbucks-in-nyc.json

[
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"16628",
    "name":"26th & Broadway",
    "street":"1140 Broadway",
    "city":"New York",
    "location" : { "latitude":40.743827, "longitude":-73.989015 }
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"7427",
    "name":"29th & Park-Park Ave. South",
    "street":"424 Park Avenue South",
    "city":"New York",
    "location" : { "latitude":4.074426, "longitude":-73.983749}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"7263",
    "name":"43rd & 8th",
    "street":"684 Eighth Avenue",
    "city":"New York",
    "location" : { "latitude":40.758001, "longitude":-73.988994}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"7215",
    "name":"1585 Broadway (47th)",
    "street":"1585 Broadway",
    "city":"New York",
    "location" : { "latitude":40.759686, "longitude":-73.985235}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"7393",
    "name":"49th & 8th-World Wide Plaza",
    "street":"325 W 49th St",
    "city":"New York",
    "location" : { "latitude":40.762176, "longitude":-73.987472}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"7316",
    "name":"31st & 7th",
    "street":"370 7th Avenue",
    "city":"New York",
    "location" : { "latitude":40.74899, "longitude":-73.992372}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"7540",
    "name":"17th and Broadway (41 Union Square",
    "street":"41 Union Square West",
    "city":"New York",
    "location" : { "latitude":40.737035, "longitude":-73.990558}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"7611",
    "name":"40th & Lexington (360 Lex)",
    "street":"360 Lexington Avenue",
    "city":"New York",
    "location" : { "latitude":40.750332, "longitude":-73.977043}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"15461",
    "name":"Jackson Square at Greenwich Ave",
    "street":"122 Greenwich Avenue, (space A)",
    "city":"New York",
    "location" : { "latitude":40.738441, "longitude":-74.002217}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"852",
    "name":"1656 Broadway",
    "street":"1656 Broadway",
    "city":"New York",
    "location" : { "latitude":40.762092, "longitude":-73.983345}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"11738",
    "name":"63rd & Broadway",
    "street":"1889 Broadway",
    "city":"New York",
    "location" : { "latitude":40.771365, "longitude":-73.982591}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"817",
    "name":"1st Avenue & 75th St.",
    "street":"1445 First Avenue",
    "city":"New York",
    "location" : { "latitude":40.770031, "longitude":-73.954631}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"839",
    "name":"Broadway @ 81st",
    "street":"2252 Broadway",
    "city":"New York",
    "location" : { "latitude":40.784905, "longitude":-73.978696}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"7378",
    "name":"Union Square",
    "street":"10 UNION SQUARE EAST",
    "city":"New York",
    "location" : { "latitude":40.735022, "longitude":-73.989848}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"7547",
    "name":"Sheridan Square (72 Grove Street)",
    "street":"72 Grove Street",
    "city":"New York",
    "location" : { "latitude":40.73311, "longitude":-74.002707}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"7216",
    "name":"87th & Lexington",
    "street":"120 EAST 87TH ST",
    "city":"New York",
    "location" : { "latitude":40.780139, "longitude":-73.955346}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"7352",
    "name":"86th & Columbus",
    "street":"540 Columbus Avenue",
    "city":"New York",
    "location" : { "latitude":40.786704, "longitude":-73.972244}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"7346",
    "name":"SONY",
    "street":"550 Madison Avenue, #A32",
    "city":"New York",
    "location" : { "latitude":40.761478, "longitude":-73.973501}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"7317",
    "name":"73rd & Columbus",
    "street":"267-275 Columbus Ave",
    "city":"New York",
    "location" : { "latitude":40.777949, "longitude":-73.978175}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"14091",
    "name":"Macy's 5th Floor - Herald Square",
    "street":"151 W. 34th Street",
    "city":"New York",
    "location" : { "latitude":40.751148, "longitude":-73.990061}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"7525",
    "name":"135 E 57 Street (New World)",
    "street":"135 East 57th Street",
    "city":"New York",
    "location" : { "latitude":40.760965, "longitude":-73.96921}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"7608",
    "name":"48th & Lexington",
    "street":"511 Lexington Avenue",
    "city":"New York",
    "location" : { "latitude":40.755021, "longitude":-73.973223}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"75589",
    "name":"Marriott Marquis-Lobby",
    "street":"1535 Broadway",
    "city":"New York",
    "location" : { "latitude":40.757993, "longitude":-73.985633}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"7373",
    "name":"Grand Central Station",
    "street":"107 E 43rd St, Space MC-72",
    "city":"New York",
    "location" : { "latitude":40.753291, "longitude":-73.977635}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"75847",
    "name":"Hilton New York Marketplace",
    "street":"1335 Avenue of the Americas",
    "city":"New York",
    "location" : { "latitude":40.762304, "longitude":-73.979184}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"7342",
    "name":"41st & 3rd",
    "street":"639 3rd Avenue",
    "city":"New York",
    "location" : { "latitude":40.750195, "longitude":-73.974565}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"9241",
    "name":"Park Avenue Plaza",
    "street":"55 E 53rd St",
    "city":"New York",
    "location" : { "latitude":40.759285, "longitude":-73.973516}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"7860",
    "name":"Trump Tower",
    "street":"725 5th Avenue",
    "city":"New York",
    "location" : { "latitude":40.762555, "longitude":-73.974236}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"16576",
    "name":"36th St & Sixth Avenue",
    "street":"977 Avenue of the Americas",
    "city":"New York",
    "location" : { "latitude":40.751005, "longitude":-73.986913}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"14441",
    "name":"118th & Frederick Douglas Blvd.",
    "street":"2195 Frederick Douglas Boulevard",
    "city":"New York",
    "location" : { "latitude":40.805915, "longitude":-73.954495}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"5114",
    "name":"96th & Lexington Ave",
    "street":"1491 Lexington Avenue",
    "city":"New York",
    "location" : { "latitude":40.785886, "longitude":-73.950919}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"15685",
    "name":"69th & First",
    "street":"1281 First Avenue",
    "city":"New York",
    "location" : { "latitude":40.765864, "longitude":-73.957431}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"10751",
    "name":"Roosevelt Island",
    "street":"455 Main Street",
    "city":"New York",
    "location" : { "latitude":40.759326, "longitude":-73.95289}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"10608",
    "name":"Third & 60th",
    "street":"1021 Third Avenue",
    "city":"New York",
    "location" : { "latitude":40.762394, "longitude":-73.965745}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"10693",
    "name":"Bloomberg Building",
    "street":"731 Lexington Avenue",
    "city":"New York",
    "location" : { "latitude":40.761401, "longitude":-73.967862}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"7404",
    "name":"57th & Lexington",
    "street":"116 E. 57th Street",
    "city":"New York",
    "location" : { "latitude":40.761088, "longitude":-73.969984}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"10841",
    "name":"55th & Lexington",
    "street":"655 Lexington Avenue",
    "city":"New York",
    "location" : { "latitude":40.759446, "longitude":-73.969979}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"7655",
    "name":"53rd & Lexington",
    "street":"630 Lexington Ave",
    "city":"New York",
    "location" : { "latitude":40.758743, "longitude":-73.97094}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"7761",
    "name":"52nd & Lexington",
    "street":"599 Lexington",
    "city":"New York",
    "location" : { "latitude":40.757616, "longitude":-73.970857}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"7802",
    "name":"50th & Lexington",
    "street":"560 Lexington Avenue",
    "city":"New York",
    "location" : { "latitude":40.756861, "longitude":-73.972635}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"7370",
    "name":"48th & 3rd",
    "street":"757 Third Avenue",
    "city":"New York",
    "location" : { "latitude":40.754122, "longitude":-73.971714}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"7670",
    "name":"Worldwide Plaza II",
    "street":"825 Eighth Avenue, W-9",
    "city":"New York",
    "location" : { "latitude":40.762228, "longitude":-73.986567}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"9242",
    "name":"450 Lexington Ave.",
    "street":"450 Lexington Avenue",
    "city":"New York",
    "location" : { "latitude":40.753176, "longitude":-73.974975}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"7426",
    "name":"575 Fifth Avenue",
    "street":"575 Fifth Avenue",
    "city":"New York",
    "location" : { "latitude":40.756131, "longitude":-73.978922}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"14241",
    "name":"NHL store @ 47th & 6th",
    "street":"1185 Avenue of the Americas",
    "city":"New York",
    "location" : { "latitude":40.758048, "longitude":-73.982192}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"7462",
    "name":"545 Fifth Ave.",
    "street":"545 Fifth Ave.",
    "city":"New York",
    "location" : { "latitude":40.755168, "longitude":-73.979409}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"7297",
    "name":"45th St. & Sixth Ave.",
    "street":"1166 Avenue of the Americas",
    "city":"New York",
    "location" : { "latitude":40.756649, "longitude":-73.982141}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"11737",
    "name":"Madison & 44th",
    "street":"340 Madison Avenue",
    "city":"New York",
    "location" : { "latitude":40.753944, "longitude":-73.978759}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"9244",
    "name":"335 Madison Ave.",
    "street":"335 Madison Avenue",
    "city":"New York",
    "location" : { "latitude":40.753887, "longitude":-73.978719}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"7506",
    "name":"150 E. 42nd Street",
    "street":"150 E. 42nd Street",
    "city":"New York",
    "location" : { "latitude":40.751238, "longitude":-73.975608}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"7222",
    "name":"330 Madison",
    "street":"330 Madison Ave",
    "city":"New York",
    "location" : { "latitude":40.753335, "longitude":-73.979405}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"7898",
    "name":"42nd & Park",
    "street":"125 Park Ave",
    "city":"New York",
    "location" : { "latitude":40.751779, "longitude":-73.977735}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"8993",
    "name":"45th & Broadway",
    "street":"1530 Broadway",
    "city":"New York",
    "location" : { "latitude":40.757662, "longitude":-73.985721}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"15440",
    "name":"43rd & Sixth",
    "street":"1101 - 1109 Avenue of the Americas",
    "city":"New York",
    "location" : { "latitude":40.755352, "longitude":-73.983972}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"7801",
    "name":"41st & Madison",
    "street":"295 Madison Avenue",
    "city":"New York",
    "location" : { "latitude":40.751957, "longitude":-73.979722}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"11764",
    "name":"Empire State Building",
    "street":"350 Fifth Avenue",
    "city":"New York",
    "location" : { "latitude":40.74866, "longitude":-73.985614}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"8769",
    "name":"West 43rd and Broadway",
    "street":"1500 Broadway",
    "city":"New York",
    "location" : { "latitude":40.756643, "longitude":-73.985904}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"7273",
    "name":"42nd & 6th",
    "street":"1100 Avenue of the Americas",
    "city":"New York",
    "location" : { "latitude":40.754883, "longitude":-73.984074}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"8812",
    "name":"39th & Park",
    "street":"90 Park Ave",
    "city":"New York",
    "location" : { "latitude":40.750628, "longitude":-73.979265}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"7890",
    "name":"42nd & Eighth",
    "street":"251 West 42nd Street",
    "city":"New York",
    "location" : { "latitude":40.757171, "longitude":-73.98905}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"7463",
    "name":"41st and Broadway",
    "street":"1460 Broadway",
    "city":"New York",
    "location" : { "latitude":40.755043, "longitude":-73.986415}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"7511",
    "name":"525 Seventh Avenue (New World)",
    "street":"525 7th Avenue",
    "city":"New York",
    "location" : { "latitude":40.753647, "longitude":-73.988434}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"7468",
    "name":"39th and 8th",
    "street":"600 Eighth Ave.",
    "city":"New York",
    "location" : { "latitude":40.755325, "longitude":-73.990906}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"7536",
    "name":"36th and Madison",
    "street":"200 Madison Avenue",
    "city":"New York",
    "location" : { "latitude":40.748918, "longitude":-73.982682}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"7238",
    "name":"1372 Broadway",
    "street":"1372 Broadway",
    "city":"New York",
    "location" : { "latitude":40.751985, "longitude":-73.986909}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"10784",
    "name":"35th & 5th",
    "street":"373 5th Avenue",
    "city":"New York",
    "location" : { "latitude":40.749101, "longitude":-73.983799}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"8130",
    "name":"East 34th and Park",
    "street":"3 Park Avenue",
    "city":"New York",
    "location" : { "latitude":40.747051, "longitude":-73.981236}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"7403",
    "name":"35th & 7th",
    "street":"462 7th Avenue",
    "city":"New York",
    "location" : { "latitude":40.751842, "longitude":-73.990214}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"14092",
    "name":"Macy's 6th Floor - Herald Square",
    "street":"151 W. 34th Street",
    "city":"New York",
    "location" : { "latitude":40.751103, "longitude":-73.989518}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"7446",
    "name":"450 7th Avenue",
    "street":"450 7th Avenue",
    "city":"New York",
    "location" : { "latitude":40.751357, "longitude":-73.990435}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"7769",
    "name":"Herald Square- Macy's",
    "street":"151 W. 34th Street, Room 900",
    "city":"New York",
    "location" : { "latitude":40.751014, "longitude":-73.990248}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"7470",
    "name":"35th and 8th",
    "street":"494 Eighth Ave.",
    "city":"New York",
    "location" : { "latitude":40.752633, "longitude":-73.992905}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"11650",
    "name":"Hudson & 10th",
    "street":"518 Hudson Street",
    "city":"New York",
    "location" : { "latitude":40.733677, "longitude":-74.006126}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"7711",
    "name":"15th & Ninth",
    "street":"76 9th Ave",
    "city":"New York",
    "location" : { "latitude":40.741684, "longitude":-74.004629}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"7255",
    "name":"8th & 16th",
    "street":"124 Eighth Avenue",
    "city":"New York",
    "location" : { "latitude":40.741152, "longitude":-74.001294}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"7586",
    "name":"19th & 8th",
    "street":"177 Eighth Avenue",
    "city":"New York",
    "location" : { "latitude":40.742999, "longitude":-74.000343}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"7622",
    "name":"15th & Third",
    "street":"145 Third Avenue",
    "city":"New York",
    "location" : { "latitude":40.733749, "longitude":-73.986598}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"7285",
    "name":"22nd St. & Sixth Ave.",
    "street":"684 Avenue of the Americas",
    "city":"New York",
    "location" : { "latitude":40.741844, "longitude":-73.993237}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"14618",
    "name":"23rd - 24th & 7th",
    "street":"229 Seventh Avenue",
    "city":"New York",
    "location" : { "latitude":40.744315, "longitude":-73.99525}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"10396",
    "name":"21st & 5th",
    "street":"4 W. 21st Street",
    "city":"New York",
    "location" : { "latitude":40.740382, "longitude":-73.991165}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"14442",
    "name":"19th & Park",
    "street":"240 Park Avenue South",
    "city":"New York",
    "location" : { "latitude":40.73798, "longitude":-73.988303}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"13539",
    "name":"23rd btwn 5th & 6th",
    "street":"14 W. 23rd St",
    "city":"New York",
    "location" : { "latitude":40.741661, "longitude":-73.990313}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"7587",
    "name":"24th & 6th",
    "street":"750 6th Avenue",
    "city":"New York",
    "location" : { "latitude":40.743574, "longitude":-73.992028}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"5072",
    "name":"Fashion Inst of Technology",
    "street":"227 W 27th St",
    "city":"New York",
    "location" : { "latitude":40.747097, "longitude":-73.994576}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"7277",
    "name":"23rd & Park",
    "street":"304 Park Avenue South",
    "city":"New York",
    "location" : { "latitude":40.74016, "longitude":-73.986971}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"13538",
    "name":"28th & Seventh",
    "street":"315 Seventh Avenue",
    "city":"New York",
    "location" : { "latitude":40.746974, "longitude":-73.993323}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"7826",
    "name":"33rd & Tenth",
    "street":"450 W. 33rd Street",
    "city":"New York",
    "location" : { "latitude":40.753066, "longitude":-73.999424}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"7792",
    "name":"27th & Sixth",
    "street":"776 Avenue of the Americas",
    "city":"New York",
    "location" : { "latitude":40.745213, "longitude":-73.990874}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"7420",
    "name":"261 5th Avenue",
    "street":"261 Fifth Avenue",
    "city":"New York",
    "location" : { "latitude":40.745069, "longitude":-73.986861}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"9722",
    "name":"31st and Sixth Avenue",
    "street":"875 Sixth Ave",
    "city":"New York",
    "location" : { "latitude":40.748026, "longitude":-73.989251}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"7353",
    "name":"1 Penn Plaza",
    "street":"1 Penn Plaza",
    "city":"New York",
    "location" : { "latitude":40.752586, "longitude":-73.992834}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"7851",
    "name":"Penn Station LIRR",
    "street":"1 Penn Plaza Concourse Level",
    "city":"New York",
    "location" : { "latitude":40.752587, "longitude":-73.992835}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"13791",
    "name":"Penn Station LIRR #2",
    "street":"1 Penn Plaza, Concourse level",
    "city":"New York",
    "location" : { "latitude":40.752587, "longitude":-73.992835}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"7709",
    "name":"76th & Columbus",
    "street":"338 Columbus Avenue",
    "city":"New York",
    "location" : { "latitude":40.779982, "longitude":-73.977146}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"11765",
    "name":"Sixth & 58th",
    "street":"1411 Sixth Avenue",
    "city":"New York",
    "location" : { "latitude":40.764767, "longitude":-73.97709}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"10279",
    "name":"W. 56th & 6th",
    "street":"1380 Sixth Avenue",
    "city":"New York",
    "location" : { "latitude":40.763839, "longitude":-73.977174}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"7344",
    "name":"60th & Broadway-II",
    "street":"1841 Broadway",
    "city":"New York",
    "location" : { "latitude":40.768869, "longitude":-73.982343}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"7575",
    "name":"43rd St & Third Ave",
    "street":"685 Third Avenue",
    "city":"New York",
    "location" : { "latitude":40.751585, "longitude":-73.97359}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"13455",
    "name":"42nd & Second",
    "street":"220 East 42nd St",
    "city":"New York",
    "location" : { "latitude":40.749768, "longitude":-73.973188}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"7698",
    "name":"57th & Seventh",
    "street":"142 W. 57th Street",
    "city":"New York",
    "location" : { "latitude":40.764875, "longitude":-73.97897}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"7245",
    "name":"57th btwn 8th & 9th",
    "street":"322 West 57th Street",
    "city":"New York",
    "location" : { "latitude":40.767558, "longitude":-73.983086}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"7696",
    "name":"120 W. 56th",
    "street":"120 W. 56th Street",
    "city":"New York",
    "location" : { "latitude":40.76402, "longitude":-73.978898}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"8615",
    "name":"West 55th & 7th",
    "street":"870 7th Avenue",
    "city":"New York",
    "location" : { "latitude":40.764304, "longitude":-73.980913}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"9240",
    "name":"1345 Ave. of the Americas Acquisiti",
    "street":"1345 6th Ave",
    "city":"New York",
    "location" : { "latitude":40.76201, "longitude":-73.978533}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"2784",
    "name":"53rd & Sixth",
    "street":"1330 6th Ave.",
    "city":"New York",
    "location" : { "latitude":40.761933, "longitude":-73.978633}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"8965",
    "name":"51st between Park & Madison",
    "street":"45 E. 51st Street",
    "city":"New York",
    "location" : { "latitude":40.758144, "longitude":-73.974267}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"8992",
    "name":"54th & Broadway",
    "street":"1710 Broadway",
    "city":"New York",
    "location" : { "latitude":40.764046, "longitude":-73.98223}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"9239",
    "name":"1290 Ave. of the Americas",
    "street":"1290 6th Ave",
    "city":"New York",
    "location" : { "latitude":40.760757, "longitude":-73.979621}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"7673",
    "name":"52nd & Seventh",
    "street":"156 W 52nd St",
    "city":"New York",
    "location" : { "latitude":40.76183, "longitude":-73.981144}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"7424",
    "name":"48th & Park",
    "street":"280 Park Avenue",
    "city":"New York",
    "location" : { "latitude":40.756423, "longitude":-73.975073}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"11736",
    "name":"49th & Madison",
    "street":"425 Madison Avenue",
    "city":"New York",
    "location" : { "latitude":40.756963, "longitude":-73.975901}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"2785",
    "name":"47th & Eighth",
    "street":"770 Eighth Ave",
    "city":"New York",
    "location" : { "latitude":40.760626, "longitude":-73.987171}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"7443",
    "name":"Rockefeller Center Concourse",
    "street":"30 Rockefeller Plaza, Space A",
    "city":"New York",
    "location" : { "latitude":40.758759, "longitude":-73.978691}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"7501",
    "name":"52nd Street and 8th Ave",
    "street":"871 8th Avenue",
    "city":"New York",
    "location" : { "latitude":40.763701, "longitude":-73.985292}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"7444",
    "name":"Rockefeller Center Subway",
    "street":"30 Rockefeller Plaza",
    "city":"New York",
    "location" : { "latitude":40.758852, "longitude":-73.979169}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"15388",
    "name":"ARAMARK @ JP Morgan Chase New York",
    "street":"270 Park Ave",
    "city":"New York",
    "location" : { "latitude":40.75582, "longitude":-73.975683}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"7282",
    "name":"49th & 7th",
    "street":"750 Seventh Avenue",
    "city":"New York",
    "location" : { "latitude":40.760755, "longitude":-73.983693}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"7426",
    "name":"575 Fifth Avenue (Relocation)",
    "street":"575 Fifth Avenue",
    "city":"New York",
    "location" : { "latitude":40.756428, "longitude":-73.97853}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"7577",
    "name":"45th & Park Avenue",
    "street":"230 Park Avenue",
    "city":"New York",
    "location" : { "latitude":40.754532, "longitude":-73.976097}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"7663",
    "name":"90th & First",
    "street":"400 East 90th Street",
    "city":"New York",
    "location" : { "latitude":40.779119, "longitude":-73.947474}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"14218",
    "name":"103rd & Broadway",
    "street":"2690 Broadway",
    "city":"New York",
    "location" : { "latitude":40.798882, "longitude":-73.968372}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"7699",
    "name":"95th & Broadway",
    "street":"2521 Broadway",
    "city":"New York",
    "location" : { "latitude":40.793864, "longitude":-73.972744}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"7474",
    "name":"93rd and Broadway",
    "street":"2498 Broadway",
    "city":"New York",
    "location" : { "latitude":40.792522, "longitude":-73.973027}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"7534",
    "name":"B'way & 114 Street (New World)",
    "street":"2929 Broadway",
    "city":"New York",
    "location" : { "latitude":40.807108, "longitude":-73.96491}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"14498",
    "name":"Broadway btwn 87th & 88th",
    "street":"2394 Broadway",
    "city":"New York",
    "location" : { "latitude":40.789286, "longitude":-73.975324}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"7394",
    "name":"81st & Columbus",
    "street":"444 Columbus Avenue",
    "city":"New York",
    "location" : { "latitude":40.783633, "longitude":-73.974456}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"7557",
    "name":"50th & Second",
    "street":"943 Second Avenue",
    "city":"New York",
    "location" : { "latitude":40.755042, "longitude":-73.968613}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"7675",
    "name":"14th & Sixth",
    "street":"510 Sixth Avenue",
    "city":"New York",
    "location" : { "latitude":40.737022, "longitude":-73.996494}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"7407",
    "name":"92nd & 3rd",
    "street":"1642 Third Avenue",
    "city":"New York",
    "location" : { "latitude":40.782627, "longitude":-73.951431}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"9439",
    "name":"84th & Third Ave",
    "street":"1488 Third Avenue #A",
    "city":"New York",
    "location" : { "latitude":40.777492, "longitude":-73.955133}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"7465",
    "name":"2 Columbus Ave.",
    "street":"2 Columbus Avenue",
    "city":"New York",
    "location" : { "latitude":40.769313, "longitude":-73.984905}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"831",
    "name":"32nd @ 2nd Ave.",
    "street":"585 2nd Avenue",
    "city":"New York",
    "location" : { "latitude":40.743679, "longitude":-73.976866}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"7414",
    "name":"47th & 9th",
    "street":"682 9th Avenue",
    "city":"New York",
    "location" : { "latitude":40.761614, "longitude":-73.990046}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"11277",
    "name":"Lexington & 85th",
    "street":"1261 Lexington Avenue",
    "city":"New York",
    "location" : { "latitude":40.778649, "longitude":-73.956036}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"3421",
    "name":"West 23rd and 8th",
    "street":"300 W 23rd St.",
    "city":"New York",
    "location" : { "latitude":40.745103, "longitude":-73.998743}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"7558",
    "name":"96th & Madison",
    "street":"1378 Madison Avenue",
    "city":"New York",
    "location" : { "latitude":40.787139, "longitude":-73.954486}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"7858",
    "name":"17th & First (Stuyvesant Town)",
    "street":"286 First Avenue, A",
    "city":"New York",
    "location" : { "latitude":40.732401, "longitude":-73.981499}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"8770",
    "name":"80th & York",
    "street":"1515 York Avenue",
    "city":"New York",
    "location" : { "latitude":40.772414, "longitude":-73.949904}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"7261",
    "name":"Greenwich Avenue",
    "street":"93 Greenwich Avenue",
    "city":"New York",
    "location" : { "latitude":40.73744, "longitude":-74.001641}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"9467",
    "name":"43rd & Ninth",
    "street":"593 Ninth Ave",
    "city":"New York",
    "location" : { "latitude":40.758934, "longitude":-73.992514}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"7612",
    "name":"60th & First",
    "street":"1102 1st Ave",
    "city":"New York",
    "location" : { "latitude":40.760348, "longitude":-73.961138}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"7874",
    "name":"2138 Broadway",
    "street":"2140 Broadway",
    "city":"New York",
    "location" : { "latitude":40.781019, "longitude":-73.981072}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"7354",
    "name":"70th & Broadway",
    "street":"2045 Broadway",
    "city":"New York",
    "location" : { "latitude":40.777773, "longitude":-73.982557}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"819",
    "name":"Columbus @ 67th",
    "street":"152 - 154 Columbus Avenue",
    "city":"New York",
    "location" : { "latitude":40.774211, "longitude":-73.981356}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"821",
    "name":"Third @ 66th",
    "street":"1128 Third Avenue",
    "city":"New York",
    "location" : { "latitude":40.765935, "longitude":-73.963591}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"823",
    "name":"Lexington & 78th",
    "street":"1117 Lexington Ave., #4",
    "city":"New York",
    "location" : { "latitude":40.774115, "longitude":-73.959318}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"7672",
    "name":"85th & First",
    "street":"1631 1st Ave",
    "city":"New York",
    "location" : { "latitude":40.776103, "longitude":-73.949968}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"11423",
    "name":"Macy's 35th Street Balcony",
    "street":"151 W 34th Street",
    "city":"New York",
    "location" : { "latitude":40.750942, "longitude":-73.989757}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"8614",
    "name":"58th & 8th",
    "street":"4 Columbus Circle",
    "city":"New York",
    "location" : { "latitude":40.767539, "longitude":-73.983111}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"847",
    "name":"6th & Waverly (Waverly Place)",
    "street":"378 6th Avenue",
    "city":"New York",
    "location" : { "latitude":40.733037, "longitude":-73.99976}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"7507",
    "name":"33rd Street and 5th Avenue (Old Ban",
    "street":"334 Fifth Ave.",
    "city":"New York",
    "location" : { "latitude":40.747763, "longitude":-73.985306}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"818",
    "name":"Second @ 81st",
    "street":"1559 2nd Avenue",
    "city":"New York",
    "location" : { "latitude":40.774639, "longitude":-73.95433}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"7682",
    "name":"76th & Second",
    "street":"1449 Second Avenue",
    "city":"New York",
    "location" : { "latitude":40.771213, "longitude":-73.956828}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"7341",
    "name":"23rd & 3rd",
    "street":"296-300 Third Avenue",
    "city":"New York",
    "location" : { "latitude":40.738792, "longitude":-73.983401}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"7800",
    "name":"Grand Central Station 2",
    "street":"7800 Grand Central Station, Track 35",
    "city":"New York",
    "location" : { "latitude":40.752347, "longitude":-73.977456}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"7386",
    "name":"111th & Broadway",
    "street":"2853 Broadway",
    "city":"New York",
    "location" : { "latitude":40.804695, "longitude":-73.96667}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"1379",
    "name":"Target East River Plaza T-2380",
    "street":"517 E 117th St",
    "city":"New York",
    "location" : { "latitude":40.795688, "longitude":-73.932552}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"75491",
    "name":"Limited Brands-NYC",
    "street":"1740 Broadway",
    "city":"New York",
    "location" : { "latitude":40.765221, "longitude":-73.982023}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"75271",
    "name":"Javits Convention Ctr Taxi North",
    "street":"655 W 34th St",
    "city":"New York",
    "location" : { "latitude":40.756782, "longitude":-74.003423}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"9239",
    "name":"1290 Sixth Ave (Ave of Americas)",
    "street":"1290 Sixth Avenue",
    "city":"New York",
    "location" : { "latitude":40.760875, "longitude":-73.979729}
  },
  {
    "_class":"example.springdata.mongodb.repo.Store",
    "id":"75846",
    "name":"Waldorf-Astoria",
    "street":"301 Park Ave",
    "city":"New York",
    "location" : { "latitude":40.75656, "longitude":-73.97405}
  }
]

2、初始化mongo数据

    /**
     * 初始化mongo数据
     *
     * @return
     */
    public @Bean
    AbstractRepositoryPopulatorFactoryBean repositoryPopulator() {

        ObjectMapper mapper = new ObjectMapper();
        // 封装JSON,让第一个类拥有第二个类的注释
        mapper.addMixIn(GeoJsonPoint.class, GeoJsonPointMixin.class);
        mapper.configure(FAIL_ON_UNKNOWN_PROPERTIES, false);

        Jackson2RepositoryPopulatorFactoryBean factoryBean = new Jackson2RepositoryPopulatorFactoryBean();
        factoryBean.setResources(new Resource[] { new ClassPathResource("starbucks-in-nyc.json") });
        factoryBean.setMapper(mapper);

        return factoryBean;
    }

    static abstract class GeoJsonPointMixin {
        GeoJsonPointMixin(@JsonProperty("longitude") double x, @JsonProperty("latitude") double y) {}
    }

3、查询操作

    @Autowired
    private MongoOperations mongoOps;

    @Autowired
    private StoreRepository repository;

    @Before
    public void setUp() {
        initGeo();
    }

    @After
    public void destory(){
        mongoOps.dropCollection(Venue.class);
    }



  /**
     * 地理坐标操作
     */
    @Test
    public void testGeoSpatial(){

        // 圆形查找
        Circle circle = new Circle(30, 20, 20);
        List venues =
                mongoOps.find(new Query(Criteria.where("location").within(circle)), Venue.class);
        System.out.println(venues);
        System.out.println(venues.size());

        // 球型查询
        venues = mongoOps.find(new Query(Criteria.where("location").withinSphere(circle)), Venue.class);
        System.out.println(venues);
        System.out.println(venues.size());

        // 矩形查找
        Box box = new Box(new Point(10, 11), new Point(10, 20));
        venues = mongoOps.find(new Query(Criteria.where("location").within(box)), Venue.class);
        System.out.println(venues);
        System.out.println(venues.size());

        // 按距离由近到远查询
        Point point = new Point(12, 12);
        venues = mongoOps.find(new Query(Criteria.where("location").near(point).maxDistance(20)), Venue.class);
        System.out.println(venues.size());
        System.out.println(venues);

        // 空间距离查询
        venues = mongoOps.find(new Query(Criteria.where("location").nearSphere(point).maxDistance(20)), Venue.class);
        System.out.println(venues.size());
        System.out.println(venues);

        // 最近点查询
        NearQuery query = NearQuery.near(point).maxDistance(new Distance(100000, Metrics.KILOMETERS));
        GeoResults result = mongoOps.geoNear(query, Venue.class);
        System.out.println(result);

    }

    /**
     * 使用GeoJSON和遗留格式调用它
     */
    @Test
    public void testGeoJSON(){
        /*
         * {
         *   "location": {
         *     "$geoWithin": {
         *       "$geometry": {
         *         "type": "Polygon",
         *         "coordinates": [
         *           [
         *             [-73.992514,40.758934],
         *             [-73.961138,40.760348],
         *             [-73.991658,40.730006],
         *             [-73.992514,40.758934]
         *           ]
         *         ]
         *       }
         *     }
         *   }
         * }
         */
         List storeList = repository.findByLocationWithin(
                new GeoJsonPolygon(
                        new Point(-73.992514, 40.758934),
                        new Point(-73.961138, 40.760348),
                        new Point(-73.991658, 40.730006),
                        new Point(-73.992514, 40.758934)));
        System.out.println(storeList);
        System.out.println(storeList.size());

        /*
         * {
         *   "location" : {
         *     "$geoWithin" : {
         *        "$polygon" : [ [-73.992514,40.758934] , [-73.961138,40.760348] , [-73.991658,40.730006] ]
         *     }
         *   }
         * }
         */
       storeList = repository.findByLocationWithin(
                new Polygon(
                        new Point(-73.992514, 40.758934),
                        new Point(-73.961138, 40.760348),
                        new Point(-73.991658, 40.730006)));
        System.out.println(storeList);
        System.out.println(storeList.size());
    }

    private void initGeo(){
        for (int x = 100; x < 131; x++) {
            for (int y = 30; y < 61; y++) {
                Double loca[] = new Double[]{Double.valueOf(x), Double.valueOf(y)};
                Venue venue = new Venue("venue" + Arrays.toString(loca),Double.valueOf(x), Double.valueOf(y));
                mongoOps.insert(venue);
            }
        }
    }

你可能感兴趣的:(使用MongoTemplate操作CURD - MongoDB从入门到删库)