Median and percentile for Django and MongoEngine

Related tags

Djangotailslide
Overview

Tailslide

Median and percentile for Django and MongoEngine

Supports:

  • PostgreSQL
  • SQLite
  • MariaDB
  • MySQL (with an extension)
  • SQL Server
  • MongoDB

🔥 Uses native functions when possible for blazing performance

Build Status

Installation

Run:

pip install tailslide

For MySQL, also follow these instructions.

Getting Started

Django

Median

from tailslide import Median

Item.objects.aggregate(Median('price'))

Percentile

from tailslide import Percentile

Request.objects.aggregate(Percentile('response_time', .95))

Works with grouping, too, with PostgreSQL, MySQL, and SQLite

Order.objects.values('store').annotate(total=Median('total')).order_by('store')

MongoEngine

Add a custom QuerySet to the models where you want to use it.

from tailslide.mongoengine import TailslideQuerySet

class Item(Document):
    meta = {'queryset_class': TailslideQuerySet}

Median

Item.objects.median('price')

Percentile

Item.objects.percentile('price', .95)

Additional Instructions

MySQL

MySQL requires the PERCENTILE_CONT function from udf_infusion. To install it, do:

git clone https://github.com/infusion/udf_infusion.git
cd udf_infusion
./configure --enable-functions="percentile_cont"
make
sudo make install
mysql <options> < load.sql

Contributing

Everyone is encouraged to help improve this project. Here are a few ways you can help:

To get started with development:

git clone https://github.com/ankane/tailslide.git
cd tailslide
pip install -r requirements.txt

To run the tests:

# Postgres
createdb tailslide_test
ADAPTER=postgresql pytest tests/django

# SQLite
ADAPTER=sqlite pytest tests/django

# MariaDB
mysqladmin create tailslide_test
ADAPTER=mariadb pytest tests/django

# MySQL (install the extension first)
mysqladmin create tailslide_test
ADAPTER=mysql pytest tests/django

# SQL Server
docker run -e 'ACCEPT_EULA=Y' -e 'SA_PASSWORD=YourStrong!Passw0rd' -p 1433:1433 -d mcr.microsoft.com/mssql/server:2019-latest
docker exec -it <container-id> /opt/mssql-tools/bin/sqlcmd -S localhost -U SA -P YourStrong\!Passw0rd -Q "CREATE DATABASE tailslide_test"
ADAPTER=sqlserver pytest tests/django

# MongoDB
pytest tests/mongoengine
Owner
Andrew Kane
Andrew Kane
An example of Django project with basic user functionality and account activation.

Simple Django Login and Registration An example of Django project with basic user functionality. Screenshots Log In Create an account Authorized page

Hussein Sarea 3 Oct 19, 2022
Sistema de tratamento e análise de grandes volumes de dados através de técnicas de Data Science

Sistema de tratamento e análise de grandes volumes de dados através de técnicas de data science Todos os scripts, gráficos e relatórios de todas as at

Arthur Quintanilha Neto 1 Sep 05, 2022
Buckshot++ is a new algorithm that finds highly stable clusters efficiently.

Buckshot++: An Outlier-Resistant and Scalable Clustering Algorithm. (Inspired by the Buckshot Algorithm.) Here, we introduce a new algorithm, which we

John Jung 1 Jul 02, 2022
Let AngularJS play well with Django

django-angular Let Django play well with AngularJS What does it offer? Add AngularJS directives to Django Forms. This allows to handle client side for

Jacob Rief 1.2k Dec 27, 2022
A quick way to add React components to your Django templates.

Django-React-Templatetags This django library allows you to add React (16+) components into your django templates. Features Include react components u

Fröjd Agency 408 Jan 08, 2023
REST API con Python, Django y MySQL (GET, POST, PUT, DELETE)

django_api_mysql REST API con Python, Django y MySQL (GET, POST, PUT, DELETE) REST API con Python, Django y MySQL (GET, POST, PUT, DELETE)

Andrew 1 Dec 28, 2021
A prettier way to see Django requests while developing

A prettier way to see Django requests while developing

Adam Hill 35 Dec 02, 2022
This is a basic Todo Application API using Django Rest Framework

Todo Application This is a basic Todo Application API using Django Rest Framework. Todo Section - User can View his previously added todo items, creat

Atharva Parkhe 1 Aug 09, 2022
Dashboad Full Stack utilizando o Django.

Dashboard FullStack completa Projeto finalizado | Informações Cadastro de cliente Menu interatico mostrando quantidade de pessoas bloqueadas, liberada

Lucas Silva 1 Dec 15, 2021
Forgot password functionality build in Python / Django Rest Framework

Password Recover Recover password functionality with e-mail sender usign Django Email Backend How to start project. Create a folder in your machine Cr

alexandre Lopes 1 Nov 03, 2021
A blog app powered by python-django

Django_BlogApp This is a blog app powered by python-django Features Add and delete blog post View someone else blog Can add comment to that blog And o

Manish Jalui 1 Sep 12, 2022
☄️ Google Forms autofill script

lazrr 'Destroy Them With Lazers' - Knife Party, 2011 Google Forms autofill script Installation: pip3 install -r requirements.txt Usage: python3 lazrr.

Serezha Rakhmanov 12 Jun 04, 2022
xsendfile etc wrapper

Django Sendfile This is a wrapper around web-server specific methods for sending files to web clients. This is useful when Django needs to check permi

John Montgomery 476 Dec 01, 2022
A set of functions related with Django

django-extra-tools Table of contents Installation Quick start Template filters parse_datetime parse_date parse_time parse_duration Aggregation First L

Tomasz Jakub Rup 3 Mar 04, 2020
Create a netflix-like service using Django, React.js, & More.

Create a netflix-like service using Django. Learn advanced Django techniques to achieve amazing results like never before.

Coding For Entrepreneurs 67 Dec 08, 2022
Comprehensive Markdown plugin built for Django

Django MarkdownX Django MarkdownX is a comprehensive Markdown plugin built for Django, the renowned high-level Python web framework, with flexibility,

neutronX 738 Dec 21, 2022
Mobile Detect is a lightweight Python package for detecting mobile devices (including tablets).

Django Mobile Detector Mobile Detect is a lightweight Python package for detecting mobile devices (including tablets). It uses the User-Agent string c

Botir 6 Aug 31, 2022
A music recommendation REST API which makes a machine learning algorithm work with the Django REST Framework

music-recommender-rest-api A music recommendation REST API which makes a machine learning algorithm work with the Django REST Framework How it works T

The Reaper 1 Sep 28, 2021
PicoStyle - Advance market place website written in django

Advance market place website written in django :) Online fashion store for whole

AminAli Mazarian 26 Sep 10, 2022
Auto-detecting the n+1 queries problem in Python

nplusone nplusone is a library for detecting the n+1 queries problem in Python ORMs, including SQLAlchemy, Peewee, and the Django ORM. The Problem Man

Joshua Carp 837 Dec 29, 2022