How do you set up a Flask application with SQLAlchemy for testing?

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遇见更好的自我
遇见更好的自我 2020-12-24 12:47

It seems common practice in Flask to start like this:

from flask import Flask
from flaskext.sqlalchemy import SQLAlchemy
app = Flask(__name__)
SQLALCHEMY_DAT         


        
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  • 2020-12-24 13:10

    First, instead of instantiating Flask app directly in your script, you use an application factory. It means you create a function that takes your config file as parameter, and return the instantiated app object. Then, you create the global SQLAlchemy object without parameter, and you configure it when creating the app, as explained here.

    db = SQLAlchemy()
    
    def create_app(configfile):
        app = Flask(__name__)
    
        app.config.from_pyfile(config, silent=True)
        db.init_app(app)
    
        # create routes, etc.
    
        return app
    

    To run the app, you simply do something like:

    app = create_app('config.py')
    app.run()
    

    To run unittests, you can do something like:

    class Test(TestCase):
        def setUp(self):
            # init test database, etc.
            app = create_app('test_config.py')
            self.app = app.test_client()
        def tearDown(self):
            # delete test database, etc.
    

    In my case, I'm using SQLAlchemy directly with scoped_session instead of Flask-SQLAlchemy. I did the same, but with Lazy SQLAlchemy setup.

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  • 2020-12-24 13:13

    You won't want to make connecting to the db happen at import time. Go ahead and configure your app at import time because you can always tweak the configuration in your tests before attempting to test or run your app. In the example below you'll have your db connection behind some functions that use the application config so in a unittest you can actually change the db connection to point to a different file and then go ahead and connect explicitly in your setup.

    Say you have a myapp package containing myapp.py which looks like:

    # myapp/myapp.py
    from __future__ import with_statement
    from sqlite3 import dbapi2 as sqlite3
    from contextlib import closing
    from flask import Flask, request, session, g, redirect, url_for, abort, \
         render_template, flash
    
    # configuration
    DATABASE = '/tmp/flaskr.db'
    DEBUG = True
    SECRET_KEY = 'development key'
    USERNAME = 'admin'
    PASSWORD = 'default'
    
    # create our little application :)
    app = Flask(__name__)
    app.config.from_object(__name__)
    app.config.from_envvar('MYAPP_SETTINGS', silent=True)
    
    def connect_db():
        """Returns a new connection to the database."""
        return sqlite3.connect(app.config['DATABASE'])
    
    
    def init_db():
        """Creates the database tables."""
        with closing(connect_db()) as db:
            with app.open_resource('schema.sql') as f:
                db.cursor().executescript(f.read())
            db.commit()
    
    
    @app.before_request
    def before_request():
        """Make sure we are connected to the database each request."""
        g.db = connect_db()
    
    
    @app.after_request
    def after_request(response):
        """Closes the database again at the end of the request."""
        g.db.close()
        return response
    
    @app.route('/')
    def show_entries():
        cur = g.db.execute('select title, text from entries order by id desc')
        entries = [dict(title=row[0], text=row[1]) for row in cur.fetchall()]
        return render_template('show_entries.html', entries=entries)
    
    if __name__=="__main__":
        app.run()
    

    Your test file myapp/test_myapp.py will look like this:

    import os
    import myapp
    import unittest
    import tempfile
    
    class MyappTestCase(unittest.TestCase):
    
        def setUp(self):
            self.db_fd, myapp.app.config['DATABASE'] = tempfile.mkstemp()
            self.app = myapp.app.test_client()
            myapp.init_db()
    
        def tearDown(self):
            os.close(self.db_fd)
            os.unlink(myapp.app.config['DATABASE'])
    
        def test_empty_db(self):
            rv = self.app.get('/')
            assert 'No entries here so far' in rv.data
    

    Of course if you'd like to use SQLAlchemy you'll have to update the connect_db and init_db functions appropriately but hopefully you get the idea.

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  • 2020-12-24 13:16

    Your instinct to use environment variables is correct. However, there is some danger of running unit tests with the wrong db. Also, you may not want to connect_db with every request and everywhere you want to use db. You can use a config directory and environment variables which you set explicitly. This is the best I've come up with so far.

    run.py
    shell.py
    
    config/__init__.py
    config/test.py
    config/postgres.py
    ...
    
    main/__init__.py
    main/someapp/__init__.py
    main/someapp/models.py
    
    ...
    main/tests/__init__.py
    main/tests/testutils.py
    

    so, the config files may be:

    # config/test.py
    SQLALCHEMY_DATABASE_URI = "sqlite://"
    

    and

    # config/postgres.py
    SQLALCHEMY_DATABASE_URI = 'postgresql://user:pw@localhost/somedb'
    

    So, I can explicitly set the db in my base TestCase:

    import os
    from flask.ext.testing import TestCase
    
    os.environ["DIAG_CONFIG_MODULE"] = "config.test"
    from main import app, db
    
    
    class SQLAlchemyTest(TestCase):
    
        def create_app(self):
            return app
    
        def setUp(self):
            db.create_all()
    
        def tearDown(self):
            db.session.remove()
            db.drop_all()
    

    Then, the main/__init__.py, for me:

    import os
    
    from flask import Flask, render_template, g
    from flask.ext.sqlalchemy import SQLAlchemy
    
    # by default, let's use a DB we don't care about
    # but, we can override if we want
    config_obj = os.environ.get("DIAG_CONFIG_MODULE", "config.test")
    app = Flask(__name__)
    app.config.from_object(config_obj)
    db = SQLAlchemy(app)
    
    @app.before_request
    def before_request():
        g.db = db
        g.app = app
    
    # ...
    @app.route('/', methods=['GET'])
    def get():
        return render_template('home.html')
    # ...    
    from main.someapp.api import mod as someappmod
    app.register_blueprint(someappmod)
    

    Then, in the other files, where I know what config I want to run, potentially:

    # run.py
    import os
    os.environ["DIAG_CONFIG_MODULE"] = "config.postgres"
    from main import app
    app.run(debug=True)
    

    and

    # shell.py
    import os
    os.environ["DIAG_CONFIG_MODULE"] = "config.postgres"
    
    from main import app, db
    from main.symdiag.models import *
    from main.auth.models import *
    print sorted(k for k in locals().keys() if not k.startswith("_"))
    import IPython
    IPython.embed()
    

    Maybe .. best so far :P.

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