Comments (8)
As promised, here it is. Brings down the response time from 8s to 1s.
Person.nearby = function(here, max, next) {
max = Number(max || 10);
var geo = here.split(/,\s*/);
var lat = geo[1];
var lng = geo[0];
var table = 'person';
var column = 'location';
var sql = 'SELECT x.id from ( \
SELECT id, ( \
6373 * acos ( \
cos ( radians( ' + lat + ' ) ) \
* cos( radians( X(' + column + ') ) ) \
* cos( radians( Y(' + column + ') ) - radians( ' + lng + ' ) ) \
+ sin ( radians( ' + lat + ' ) ) \
* sin( radians( X(' + column + ') ) ) \
) \
) AS distance \
FROM ' + table + ' \
ORDER BY distance \
) x \
WHERE x.distance < ' + max + ';';
Person.app.datasources.mysql.connector.query(sql, function(err, result) {
if (err) {
console.log('Error retrieving persons nearby ...');
console.log(err);
return next(err);
}
var ids = [];
for (var i = 0; i < result.length; i++) {
ids.push(result[i].id);
};
Person.find({
'where': {
'id': {
'inq': ids
}
}
}, function(err, res) {
next(err, res);
});
});
}
If you want to do it in miles, replace the constant 6373 with 3959.
The sql query idea came from here: http://stackoverflow.com/questions/21168380/use-mysql-spatial-extensions-to-select-points-inside-circle
There is also a native distance mysql function 'st_distance', but as mentioned on stack overflow it is not good for km... so i ended up with the above query, based on the haversine distance.
from loopback-connector-mysql.
"location": {
"type": "geopoint",
"required": true
},
from loopback-connector-mysql.
Ok, so I am pretty sure, that the calculation is done in node... since its blocking and taking so long (with that amount of data).
I will use a custom SQL query to retrieve the users based on my needs, similar to this one:
SET @lat = 49;
SET @lon = 8;
SET @RaD = 0.1;
SELECT
X(location),Y(location), (
6373 * acos (
cos ( radians( @lat ) )
* cos( radians( X(location) ) )
* cos( radians( Y(location) ) - radians( @lon ) )
+ sin ( radians( @lat ) )
* sin( radians( X(location) ) )
)
) AS distance
FROM person
HAVING distance < @RaD
I hope that will help someone...
from loopback-connector-mysql.
If MySQL has native geo query, we can try to support it by mapping nearby to a sql function.
from loopback-connector-mysql.
Hi @benmarten
Is this still an issue?
from loopback-connector-mysql.
We are using above workaround in production, I have no idea if the implementation has been changed in the original approach...
from loopback-connector-mysql.
Hi @benmarten ! What DataType are you using on SQL for the location column?
I like your approach!
Thanks!
from loopback-connector-mysql.
Hey, guys, for the sake of completeness, as of MySQL 5.7.6. you can use the ST_Distance_Sphere
function which achieves the same result:
Event.nearby = function([lat, lng], distance = 5, {limit = 10, skip = 0} = {}, cb) {
const userLocation = new GeoPoint({
lat,
lng,
});
const sql = `SELECT * from
(SELECT *, (ST_Distance_Sphere(ST_GeomFromText('POINT(${lng} ${lat})'), location, 6373))
AS distance FROM mydb.Event) x WHERE x.distance <= ${distance} ORDER BY distance LIMIT ${limit} OFFSET ${skip};`;
const ds = Event.app.dataSources.db;
const mySQLPool = ds.connector.client;
mySQLPool.query(sql,
function(err, rows, fields) {
if (err) return cb(err);
return cb(null, rows);
});
};
from loopback-connector-mysql.
Related Issues (20)
- Support for Full Text Search
- AWS EC2 LoopBack Keep Connecting to 127.0.0.1 Even Already Specified RDS Endpoint HOT 6
- Tests are failing HOT 3
- Default Function UUID inconsistence HOT 1
- Connection to database hangs after Error: read ETIMEDOUT HOT 2
- Model's ID not set as private key in MySQL database
- RAW Query fails when server and DB are on differents IPs
- Fulltext index on a model property is not migrated to the datasource
- mysql.index is not work on property
- compatibility issue with mysql aurora 8.0.* using regex HOT 1
- n-gram specification on FULLTEXT index HOT 2
- Mapping of type blob/longblob to Binary fails the lb4 discover command HOT 1
- Fix CI pipeline HOT 1
- FULLTEXT | MYSQL | failed with status code 500. Error: ER_PARSE_ERROR: You have an error in your SQL syntax; HOT 1
- Add support for nodejs v18 and mysql v8 HOT 5
- Empty body on update generates an MySQL error HOT 2
- Support Latest Node 18 (LTS) HOT 1
- Dependency Dashboard
- Remove unknown options to the mysql2 initalizer HOT 3
- empty string is converted to empty object in LoopBack3
Recommend Projects
-
React
A declarative, efficient, and flexible JavaScript library for building user interfaces.
-
Vue.js
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
-
Typescript
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
-
TensorFlow
An Open Source Machine Learning Framework for Everyone
-
Django
The Web framework for perfectionists with deadlines.
-
Laravel
A PHP framework for web artisans
-
D3
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
-
Recommend Topics
-
javascript
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
-
web
Some thing interesting about web. New door for the world.
-
server
A server is a program made to process requests and deliver data to clients.
-
Machine learning
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
-
Visualization
Some thing interesting about visualization, use data art
-
Game
Some thing interesting about game, make everyone happy.
Recommend Org
-
Facebook
We are working to build community through open source technology. NB: members must have two-factor auth.
-
Microsoft
Open source projects and samples from Microsoft.
-
Google
Google ❤️ Open Source for everyone.
-
Alibaba
Alibaba Open Source for everyone
-
D3
Data-Driven Documents codes.
-
Tencent
China tencent open source team.
from loopback-connector-mysql.