Simple service that stores users with their coordinates and searches for nearest one. Data is stored in PostgreSQL database. It's picked because it's very common and highly reliable database engine, also it has wonderful extension PostGIS to manage geospatial data.
Current version is a bit too anthropocentric, as it assumes that coordinates are passed as degrees of latitude and longitude, and distance is calculated in meters, according to WGS 84. So distances are calculated correctly only for Earth, but sorting should be more or less correct for any spheroidal planet. Kindly let me know if you need support of other planets.
There are also some difficulties with performance. Unfortunately there is no plain and simple way to optimise calculation of distance between two dots on surface, so search of the nearest user has linear difficulty. On the other hand, ordinary laptop with i7 CPU without any PostgreSQL fine-tuning handles 100k users for about 320 ms, and that looks acceptable.
The application uses Flask as web server, JSONSchema to validate input and psycopg3 to connect to PostgreSQL. pytest is also can be useful to run tests.
python3 -m venv --system-site-packages ./venv
source ./venv/bin/activate
pip install -r requirements.in/test.txtTests requre running PostgreSQL instance with enabled postgis extension and account permitted to create and drop
tables.
$ pytest --conninfo postgresql://scotty:scotty@localhost:5432/scotty tests/*
============================= test session starts ==============================
platform linux -- Python 3.11.2, pytest-7.2.2, pluggy-1.0.0
rootdir: /home/valera/code/personal/scotty
collected 5 items
tests/models.py .. [ 40%]
tests/user_dao.py ... [100%]
============================== 5 passed in 0.23s ===============================First create configuration file, you can use config.ini-example as an example.
cp config.ini-example config.iniCreate database and user to use PostgreSQL credentials from default config file. Create postgis extension.
create database scotty;
\connect scotty
create extension postgis;
create user scotty;
alter database scotty owner to scotty;
\passwd scottyThen start application.
./scotty.py --config config.ini$ http POST localhost:5000/add_user "username=James Tiberius Kirk" lat:=2 long:=3
HTTP/1.1 200 OK
Connection: close
Content-Length: 59
Content-Type: application/json
Date: Mon, 27 Mar 2023 00:17:25 GMT
Server: Werkzeug/2.2.3 Python/3.11.2
{
"username": "James Tiberius Kirk",
"lat": 2,
"long": 3
}
$ http POST localhost:5000/add_user "username=Leonard McCoy" lat:=3 long:=2
HTTP/1.1 200 OK
Connection: close
Content-Length: 53
Content-Type: application/json
Date: Mon, 27 Mar 2023 00:17:34 GMT
Server: Werkzeug/2.2.3 Python/3.11.2
{
"username": "Leonard McCoy",
"lat": 3,
"long": 2
}
$ http POST localhost:5000/add_user username=Spock lat:=13 long:=25
HTTP/1.1 200 OK
Connection: close
Content-Length: 40
Content-Type: application/json
Date: Mon, 27 Mar 2023 00:19:05 GMT
Server: Werkzeug/2.2.3 Python/3.11.2
{
"username": "Spock",
"lat": 13,
"long": 25
}Only first 100 members will be returned.
$ http GET localhost:5000/get_users lat==4 long==5
HTTP/1.1 200 OK
Connection: close
Content-Length: 234
Content-Type: application/json
Date: Mon, 27 Mar 2023 00:19:38 GMT
Server: Werkzeug/2.2.3 Python/3.11.2
[
{
"distance": 313424.65220079,
"username": "James Tiberius Kirk",
"lat": 2.0,
"long": 3.0
},
{
"distance": 349845.80896481,
"username": "Leonard McCoy",
"lat": 3.0,
"long": 2.0
},
{
"distance": 2413163.60819159,
"username": "Spock",
"lat": 13.0,
"long": 25.0
}
]$ http GET localhost:5000/get_users lat==4 long==5 count==1
HTTP/1.1 200 OK
Connection: close
Content-Length: 85
Content-Type: application/json
Date: Mon, 27 Mar 2023 00:20:04 GMT
Server: Werkzeug/2.2.3 Python/3.11.2
[
{
"distance": 313424.65220079,
"username": "James Tiberius Kirk",
"lat": 2.0,
"long": 3.0
}
]Live long and prosper 🖖
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