Playing with Analyzers and Validators

The following tutorial is going to describe how to use restrictions on attached filed:

0. Prerequisites

Mimetype detection from file’s content required the magic package to be installed. This is an optional package.

$ pip install python-magic

1. CV

For the first, let to create a type called CV

from sqlalchemy_media import File, MagicAnalyzer, ContentTypeValidator
from sqlalchemy_media.constants import MB, KB

class CV(File):
    __pre_processors__ = [
        ContentTypeValidator(['application/pdf', 'image/jpeg'])
    __max_length__ = 6*MB
    __min_length__ = 10*KB

2. Creating workbench

import functools

from sqlalchemy import create_engine
from sqlalchemy.orm import sessionmaker
from sqlalchemy.ext.declarative import declarative_base

from sqlalchemy_media import StoreManager, FileSystemStore

TEMP_PATH = '/tmp/sqlalchemy-media'
Base = declarative_base()
engine = create_engine('sqlite:///:memory:', echo=False)
session_factory = sessionmaker(bind=engine)

    functools.partial(FileSystemStore, TEMP_PATH, ''),

3. Model

import json

from sqlalchemy import TypeDecorator, Unicode, Column, Integer

class Json(TypeDecorator):
    impl = Unicode

    def process_bind_param(self, value, engine):
        return json.dumps(value)

    def process_result_value(self, value, engine):
        if value is None:
            return None
        return json.loads(value)

class Person(Base):
    __tablename__ = 'person'

    id = Column(Integer, primary_key=True)
    cv = Column(CV.as_mutable(Json))

Base.metadata.create_all(engine, checkfirst=True)
session = session_factory()

4. Submitting files

import io

from sqlalchemy_media.exceptions import ContentTypeValidationError

person1 = Person(cv=CV())
with StoreManager(session):'../sqlalchemy_media/tests/stuff/cat.jpg')  # OK

    try:'Plain text'))
    except ContentTypeValidationError:
        print("ContentTypeValidationError is raised. It's so bad!")
ContentTypeValidationError is raised. It's so bad!

See also

ImageAnalizer, ImageValidator amd ImageProcessor