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Yet Another Document Mapper (ODM) for MongoDB

Project description

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It’s small and simple ODM for use with MongoDB.

Full documentation: http://yadm.readthedocs.org

Quick start

import pymongo
from yadm import Database, Document, fields


# Create model
class BlogPost(Document):
    __collection__ = 'blog_posts'

    title = fields.StringField
    body = fields.StringField


# Create post
post = BlogPost()
post.title = 'Small post'
post.body = 'Bla-bla-bla...'

# Connect to database
client = pymongo.MongoClient('localhost', 27017)
db = Database(client, 'test')

# Insert post to database
db.insert(post)

# Query posts
qs = db.get_queryset(BlogPost).find({'title': {'$regex': '^S'}})
assert qs.count() > 0

for post in qs:
    assert post.title.startswith('S')

# Query one post
post = db.get_queryset(BlogPost).find_one({'title': 'Small post'})

# Change post
post.title = 'Bla-bla-bla title'

# Save changed post
db.save(post)

CHANGES

1.0 (2015-11-14)

  • Change document structure. No more bad BaseDocument.__data__ attribute:
    • BaseDocument.__raw__: raw data from mongo;

    • BaseDocument.__cache__: cached objects, casted with fields;

    • BaseDocument.__changed__: changed objects.

  • Changes api for custom fields:
    • Not more need create field descriptors for every field;

    • prepare_value called only for setattr;

    • to_mongo called only for save objects to mongo;

    • from_mongo called only for load values from BaseDocument.__raw__;

    • Remove Field.default attribute. Use Field.get_default method;

    • Add Field.get_if_not_loaded and Field.get_if_attribute_not_set method;

    • By default raise NotLoadedError if field not loaded from projection;

  • Changes in ReferenceField:
    • Raise BrokenReference if link is bloken;

    • Raise NotBindingToDatabase if document not saved to database;

  • smart_null keyword for Field;

  • Fields in document must be instances (not classes!);

  • Remove ArrayContainer and ArrayContainerField;

  • Remove old MapIntKeysField and MapObjectIdKeysField. Use new MapCustomKeysField;

  • Add Database.update_one method for run simple update query with specified document;

  • Add QuerySet.distinct;

  • serialize.from_mongo now accept not_loaded sequence with filed names who must mark as not loaded, parent and name;

  • serialize.to_mongo do not call FieldDescriptor.__set__;

  • Fakers! Subsystem for generate test objects;

  • Tests now use pytest;

  • And more, and more…

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