基于postgresql和postgis纪录地理位置,计算距离

基于postgresql和postgis纪录地理位置,计算距离

PostGIS是PostgreSQL关系数据库的空间数据库扩展。增加了对地理类型的支持,允许在SQL中运行位置查询。
postgis安装这里就不在赘述,官网有很详细的说明,这里主要是讲postgis地理对象的应用。

创建postgis插件

在数据库里输入

CREATE EXTENSION postgis;
CREATE EXTENSION postgis_topology;

查看结果:

test=# \dx
                                         List of installed extensions
       Name       | Version |   Schema   |                             Description
------------------+---------+------------+---------------------------------------------------------------------
 plpgsql          | 1.0     | pg_catalog | PL/pgSQL procedural language
 postgis          | 2.2.2   | public     | PostGIS geometry, geography, and raster spatial types and functions
 postgis_topology | 2.2.2   | topology   | PostGIS topology spatial types and functions
(3 rows)

在数据中插入geography类型

在表中添加geography类型字段:
alter table test add where_is GEOGRAPHY;

查看表结构

test=# \d test
                                   Table "public.test"
    Column     |           Type           |                   Modifiers
---------------+--------------------------+-----------------------------------------------
 id            | character varying(32)    | not null
 where_is      | geography                |
 latitude      | double precision         |
 longitude     | double precision         |

其中 latitude, longitude 分别存入经纬度字段,where_is是geography类型,会根据经纬度,生成point数据

插入数据

INSERT INTO test VALUES ('123456',NULL, 39.123124, 116.324124);

然后更新where_is的值

UPDATE test SET where_is = ST_POINT(latitude, longitude) where id = '123456';

查询结果为:

test=# SELECT * FROM test;

    id    |                      where_is                      | latitude  | longitude
----------+----------------------------------------------------+-----------+------------
  123456  | 0101000020E610000025ADF886C28F43405E13D21A83D64F40 | 39.123124 | 116.324124

where_is是我们不可读的WKB(Well Known Binary)这是在postgis中存储的二进制编码.
可以通过ST_AsText()来解读为WKT(Well Known Text),成为我们可读的信息;

例如:

test=# select ST_AsText('010100000025ADF886C28F434051F69672BE145D40');

          st_astext
-----------------------------
 POINT(39.123124 116.324124)
(1 row)

计算距离

使用ST_DISTANCE()方法来计算距离,单位是米

test=# select ST_DISTANCE(test.where_is, ST_POINT(39, 113)) from test where id = '8036056820168814';

NOTICE:  Coordinate values were coerced into range [-180 -90, 180 90] for GEOGRAPHY
   st_distance
------------------
 370675.586395211
(1 row)

最后

加个索引:

CREATE INDEX where_is_gix ON test USING gist(where_is);

使用索引:

-- 这样并不会用到索引
test=# explain select ST_DISTANCE(test.where_is, ST_POINT(39, 113)) as distance from test order by distance limit 20;

NOTICE:  Coordinate values were coerced into range [-180 -90, 180 90] for GEOGRAPHY
                                                               QUERY PLAN
----------------------------------------------------------------------------------------------------------------------------------------
 Limit  (cost=188.21..188.26 rows=20 width=56)
   ->  Sort  (cost=188.21..189.61 rows=559 width=56)
         Sort Key: (_st_distance(where_is, '0101000020E610000000000000008043400000000000C05040'::geography, 0::double precision, true))
         ->  Seq Scan on story  (cost=0.00..173.34 rows=559 width=56)
(4 rows)
-- 如下使用索引
test=# explain select ST_DISTANCE(test.where_is, ST_POINT(39, 113)) as distance from story order by ST_POINT(39, 113) <-> test.where_is limit 20;
NOTICE:  Coordinate values were coerced into range [-180 -90, 180 90] for GEOGRAPHY
NOTICE:  Coordinate values were coerced into range [-180 -90, 180 90] for GEOGRAPHY
                                            QUERY PLAN
--------------------------------------------------------------------------------------------------
 Limit  (cost=0.39..16.32 rows=20 width=56)
   ->  Index Scan using where_is_gix on test  (cost=0.39..445.67 rows=559 width=56)
         Order By: (where_is <-> '0101000020E610000000000000008043400000000000C05040'::geography)

参考资料

Getting Started With PostGIS
PostGIS官方文档
PostgreSQL安装PostGIS插件

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