Lightweight library for providing filtering mechanism for your APIs using SQLAlchemy

Overview

example workflow example workflow codecov

sqlalchemy-filters-plus is a light-weight extendable library for filtering queries with sqlalchemy.

Install

pip install sqlalchemy-fitlers-plus

Usage

This library provides an easy way to filter your SQLAlchemy queries, which can for example be used by your users as a filtering mechanism for your exposed models via an API.

Let's define an example of models that will be used as a base query.

from sqlalchemy import Column, Date, Integer, String, ForeignKey
from sqlalchemy.ext.declarative import declarative_base
from sqlalchemy.orm import relationship, backref

Base = declarative_base()


class User(Base):
    id = Column(Integer, primary_key=True)
    email = Column(String)
    age = Column(Integer)
    birth_date = Column(Date, nullable=False)


class Article(Base):
    id = Column(Integer, primary_key=True)
    title = Column(String)
    user_id = Column(Integer, ForeignKey(User.id), nullable=False)
    user = relationship(
        User,
        uselist=False,
        lazy="select",
        backref=backref("articles", uselist=True, lazy="select"),
    )

Define your first filter

Let's then define our first Filter class for the Article model

from sqlalchemy_filters import Filter, StringField
from sqlalchemy_filters.operators import ContainsOperator


class ArticleFilter(Filter):
    title = StringField(lookup_operator=ContainsOperator)
    email = StringField(field_name="user.email")

    class Meta:
        model = Article
        session = my_sqlalchemy_session

The example above defines a new filter class attached to the Article model, we declared two fields to filter with, title with the lookup_operator ContainsOperator and an email field which points to the user's email, hence the field_name="user.email" without any lookup_operator (default value is EqualsOperator) that will be used to filter with on the database level. We will see other operators that can also be used.

To apply the filter class, we instantiate it and pass it the data(as a dictionary) to filter with.

my_filter = ArticleFilter(data={"email": "[email protected]", "title": "python"})
query = my_filter.apply()  # query is a SQLAlchemy Query object

Please read the full documentation here https://sqlalchemy-filters-plus.readthedocs.io/

You might also like...
flask-apispec MIT flask-apispec (🥉24 · ⭐ 520) - Build and document REST APIs with Flask and apispec. MIT

flask-apispec flask-apispec is a lightweight tool for building REST APIs in Flask. flask-apispec uses webargs for request parsing, marshmallow for res

Flask + marshmallow for beautiful APIs

Flask-Marshmallow Flask + marshmallow for beautiful APIs Flask-Marshmallow is a thin integration layer for Flask (a Python web framework) and marshmal

A template for Flask APIs.
A template for Flask APIs.

FlaskAPITempate A template for a Flask API. Why tho? I just wanted an easy way to create a Flask API. How to setup First, use the template. You can do

Seamlessly serve your static assets of your Flask app from Amazon S3

flask-s3 Seamlessly serve the static assets of your Flask app from Amazon S3. Maintainers Flask-S3 is maintained by @e-dard, @eriktaubeneck and @SunDw

Flask-Bcrypt is a Flask extension that provides bcrypt hashing utilities for your application.

Flask-Bcrypt Flask-Bcrypt is a Flask extension that provides bcrypt hashing utilities for your application. Due to the recent increased prevelance of

A basic JSON-RPC implementation for your Flask-powered sites
A basic JSON-RPC implementation for your Flask-powered sites

Flask JSON-RPC A basic JSON-RPC implementation for your Flask-powered sites. Some reasons you might want to use: Simple, powerful, flexible and python

:rocket: Generate a Postman collection from your Flask application
:rocket: Generate a Postman collection from your Flask application

flask2postman A tool that creates a Postman collection from a Flask application. Install $ pip install flask2postman Example Let's say that you have a

Adds GraphQL support to your Flask application.

Flask-GraphQL Adds GraphQL support to your Flask application. Usage Just use the GraphQLView view from flask_graphql from flask import Flask from flas

A basic JSON-RPC implementation for your Flask-powered sites
A basic JSON-RPC implementation for your Flask-powered sites

Flask JSON-RPC A basic JSON-RPC implementation for your Flask-powered sites. Some reasons you might want to use: Simple, powerful, flexible and python

Comments
  • ArgumentError on pre-joined query

    ArgumentError on pre-joined query

    I'm not totally sure what's causing this so apologies for the somewhat vague issue. Hopefully you'll have a better idea!

    I have a query with a couple of joins on it already and when I attempt to filter it, I'm getting the following exception:

      File "/usr/local/lib/python3.9/site-packages/sqlalchemy_filters/filters.py", line 563, in apply
        query = self._apply_join(query)
      File "/usr/local/lib/python3.9/site-packages/sqlalchemy_filters/filters.py", line 364, in _apply_join
        if is_already_joined(query, join[0]):
      File "/usr/local/lib/python3.9/site-packages/sqlalchemy_filters/utils.py", line 37, in is_already_joined
        return join_table in [_[0] for _ in query._legacy_setup_joins]
      File "/usr/local/lib/python3.9/site-packages/sqlalchemy/sql/operators.py", line 366, in __eq__
        return self.operate(eq, other)
      File "/usr/local/lib/python3.9/site-packages/sqlalchemy/orm/attributes.py", line 317, in operate
        return op(self.comparator, *other, **kwargs)
      File "/usr/local/lib/python3.9/site-packages/sqlalchemy/orm/relationships.py", line 1302, in __eq__
        self.property._optimized_compare(
      File "/usr/local/lib/python3.9/site-packages/sqlalchemy/orm/relationships.py", line 1690, in _optimized_compare
        raise sa_exc.ArgumentError(
    sqlalchemy.exc.ArgumentError: Mapped instance expected for relationship comparison to object.   Classes, queries and other SQL elements are not accepted in this context; for comparison with a subquery, use DataSource.owner.has(**criteria).
    
    opened by TWeatherston 3
  • Using filter on query with a join creates a duplicate join

    Using filter on query with a join creates a duplicate join

    I have these two related models eg:

    class Organisation(Base):
        __tablename__ = "organisations"
        id = Column(INTEGER, primary_key=True)
        name = Column(VARCHAR(64))
    
    
    class User(Base):
        __tablename__ = "users"
        id = Column(INTEGER, primary_key=True)
        name = Column(VARCHAR(64))
        email = Column(VARCHAR(64))
        organisation_id = Column(Integer, ForeignKey("organisations.id"))
        organisation = relationship("Organisation")
    

    And then a filter for filtering users:

    class UserFilter(Filter):
        name = Field()
        email = Field(lookup_operator=ContainsOperator)
        organisation = Field(field_name="organisation.name")
    
        class Meta:
            model = User
    

    If I then create a query with a join and attempt to apply the filter to the query:

    query = db_session.query(User).join(Organisation)
    my_filter = UserFilter(data={"organisation": "test_org"}, query=query)
    query = my_filter.apply()
    print(str(query))
    

    It creates this second joining of the organisations table:

    SELECT 
        users.id AS users_id, 
        users.name AS users_name, 
        users.email AS users_email, 
        users.organisation_id AS users_organisation_id
    FROM users 
        JOIN organisations ON organisations.id = users.organisation_id
        JOIN organisations ON organisations.id = users.organisation_id
    WHERE organisations.name = ?
    
    opened by TWeatherston 1
  • Ordering by UnaryExpression raises TypeError

    Ordering by UnaryExpression raises TypeError

    Hey,

    Really love the package, great work! :+1:

    I've just been having some difficulty using the order_by with a UnaryExpression. Example from the docs:

    MyFilter(data={"order_by": User.first_name.asc()})
    

    This results in:

    TypeError: Boolean value of this clause is not defined

    It seems that this is the offending line. Would it be possible to get this changed to something like this?

    order_by = self.data.get("order_by", self._order_by)
    

    Here's a minimal working example that I was using to test this:

    from sqlalchemy import Column, VARCHAR, INTEGER, create_engine
    from sqlalchemy.orm import declarative_base, Session
    from sqlalchemy_filters import Filter, Field
    
    
    Base = declarative_base()
    
    
    class User(Base):
        __tablename__ = "users"
        id = Column(INTEGER, primary_key=True)
        name = Column(VARCHAR(64))
        email = Column(VARCHAR(64))
    
    
    class UserFilter(Filter):
        name = Field()
    
        class Meta:
            model = User
    
    
    engine = create_engine("sqlite://")
    with Session(engine) as session:
        query = session.query(User)
        my_filter = UserFilter(data={"order_by": User.name.desc()}, query=query)
        query = my_filter.apply()
    

    Thanks!

    opened by TWeatherston 1
  • Doesn't seem to apply the specific filter

    Doesn't seem to apply the specific filter

    Hi, Using your library, and this seemed to be not filtering with address_id and business_id base_filter = ScreeningHistoryFilter(data={"address_id":f"{address_id}", "business_id":f"{business_id}", "page":pagination_params.page_index, "page_size": pagination_params.page_size, "order_by": sort_params.sort_fields}, session= self.db)

    Below is the filter class: `class ScreeningHistoryFilter(Filter): address_id: Field() business_id: Field() # start_range: DateTimeField(field_name ='create_tz', lookup_operator = GTEOperator) # end_range: DateTimeField(field_name ='create_tz', lookup_operator = LTEOperator)

    class Meta:
        model = V_Address_Screening_History`
    
    opened by jaballe 4
Releases(1.1.5)
Owner
Karami El Mehdi
Karami El Mehdi
Flask extension for Pusher

Flask-Pusher Flask extension for Pusher. It is a thin wrapper around the official client, binding Flask app to Pusher client. Installation Install Fla

Iuri de Silvio 9 May 29, 2021
Flask + marshmallow for beautiful APIs

Flask-Marshmallow Flask + marshmallow for beautiful APIs Flask-Marshmallow is a thin integration layer for Flask (a Python web framework) and marshmal

marshmallow-code 770 Jan 05, 2023
Python Flask API service, backed by DynamoDB, running on AWS Lambda using the traditional Serverless Framework.

Serverless Framework Python Flask API service backed by DynamoDB on AWS Python Flask API service, backed by DynamoDB, running on AWS Lambda using the

Andreu Jové 0 Apr 17, 2022
Intranet de la Rez Flask web app

IntraRez Application Flask de l'Intranet de la Rez. Exigences Python : Probablement = 3.10 à terme, pour l'instant = 3.8 suffit ; Autres packages Li

3 Jul 03, 2022
Glauth management ui created with python/flask

glauth-ui Glauth-UI is a small flask web app i created to manage the minimal glauth ldap server. I created this as i wanted to use glauth for authenti

Nils Thiele 67 Nov 29, 2022
REST API with mongoDB and Flask.

Flask REST API with mongoDB py 3.10 First, to install all dependencies: python -m pip install -r requirements.txt Second, into the ./src/ folder, cop

Luis Quiñones Requelme 3 Mar 05, 2022
An easy way to build your flask skeleton.

Flider What is Flider Flider is a lightweight framework that saves you time by creating a MVC compliant file structure and includes basic commonly use

Trevor Engen 8 Nov 17, 2022
Flask Application Structure with MongoDB

This application aims to serve as a template for APIs that intend to use mongoengine and flask-restx

Tiago Franco 5 Jun 25, 2022
A weather report application build with Python, Flask, and Geopy.

A weather report application build with Python, Flask, and Geopy. Requirements Python 3

Brandon Wallace 6 May 07, 2022
A flask extension using pyexcel to read, manipulate and write data in different excel formats: csv, ods, xls, xlsx and xlsm.

Flask-Excel - Let you focus on data, instead of file formats Support the project If your company has embedded pyexcel and its components into a revenu

247 Dec 27, 2022
A Python chat app built with Flask that runs in the browser.

A Python chat app built with Flask that runs in the browser. Designed for local area networks that are not connected to the Internet.

Leonard Kleber 1 Dec 23, 2021
SeaSurf is a Flask extension for preventing cross-site request forgery (CSRF).

Flask-SeaSurf SeaSurf is a Flask extension for preventing cross-site request forgery (CSRF). CSRF vulnerabilities have been found in large and popular

Max Countryman 183 Dec 28, 2022
Burp-UI is a web-ui for burp backup written in python with Flask and jQuery/Bootstrap

Burp-UI Contents Introduction Screenshots Demo What's that? Who are you? Documentation FAQ Community Notes See also Licenses Thanks Introduction Scree

Benjamin 84 Dec 20, 2022
A swagger 2.0 spec extractor for flask

flask-swagger A Swagger 2.0 spec extractor for Flask You can now specify base path for yml files: app = Flask(__name__) @app.route("/spec") def spec(

Sling 457 Dec 02, 2022
Another redis monitor by using flask, angular, socket.io

RedisPAPA we use redis info to monitor the redis usage. PAPA means a father who is monitoring the redis. accoding to the redis doc, it is be recommand

no13bus 393 Dec 30, 2022
Open-source Flask Sample built on top of flask-dance library

Open-source Flask Sample built on top of flask-dance library. The project implements the social login for Github and Twitter - Originally coded by TestDriven.IO.

App Generator 4 Jul 26, 2022
A simple FastAPI web service + Vue.js based UI over a rclip-style clip embedding database.

Explore CLIP Embeddings in a rclip database A simple FastAPI web service + Vue.js based UI over a rclip-style clip embedding database. A live demo of

18 Oct 15, 2022
Small and simple gravatar usage in Flask.

Flask Gravatar About This is small and simple integration gravatar into flask. Installation Flask-Gravatar is on PyPI so all you need is: pip install

Alexander Zelenyak 78 Sep 15, 2022
Browsable web APIs for Flask.

Flask API Browsable web APIs for Flask. Status: This project is in maintenance mode. The original author (Tom Christie) has shifted his focus to API S

Flask API 1.3k Jan 05, 2023
An extension to add support of Plugin in Flask.

An extension to add support of Plugin in Flask.

Doge Gui 31 May 19, 2022