''' doublethink/orm.py - rethinkdb ORM Copyright (C) 2017 Internet Archive Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with the License. You may obtain a copy of the License at http://www.apache.org/licenses/LICENSE-2.0 Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the specific language governing permissions and limitations under the License. ''' import rethinkdb as r import logging import doublethink class WatchedDict(dict, object): def __init__(self, d, callback, field): self.callback = callback self.field = field for key in d: dict.__setitem__(self, key, watch( d[key], callback=self.callback, field=self.field)) def __setitem__(self, key, value): self.callback(self.field) return dict.__setitem__(self, key, watch( value, callback=self.callback, field=self.field)) def __delitem__(self, key): self.callback(self.field) return dict.__delitem__(self, key) def clear(self): self.callback(self.field) return dict.clear(self) def pop(self, *args): self.callback(self.field) return dict.pop(self, *args) def popitem(self): self.callback(self.field) return dict.popitem(self) def setdefault(self, *args): self.callback(self.field) if len(args) == 2: return dict.setdefault(self, args[0], watch( args[1], callback=self.callback, field=self.field)) else: return dict.setdefault(self, *args) # XXX worth implementing? update = None class WatchedList(list, object): def __init__(self, l, callback, field): self.callback = callback self.field = field for item in l: list.append(self, watch(item, callback=callback, field=self.field)) def __setitem__(self, index, value): self.callback(self.field) return list.__setitem__(self, index, watch( value, callback=self.callback, field=self.field)) def __delitem__(self, index): self.callback(self.field) return list.__delitem__(self, index) def append(self, value): self.callback(self.field) return list.append(self, watch( value, callback=self.callback, field=self.field)) def extend(self, value): self.callback(self.field) return list.extend(self, watch( list(value), callback=self.callback, field=self.field)) def insert(self, index, value): self.callback(self.field) return list.insert(self, index, watch( value, callback=self.callback, field=self.field)) def remove(self, value): self.callback(self.field) return list.remove(self, value) def pop(self, index=-1): self.callback(self.field) return list.pop(self, index) # python 2.7 doesn't have this anyway clear = None def sort(self, key=None, reverse=False): self.callback(self.field) return list.sort(self, key, reverse) def reverse(self): self.callback(self.field) return list.reverse(self) def watch(obj, callback, field): if isinstance(obj, dict): return WatchedDict(obj, callback, field) elif isinstance(obj, list): return WatchedList(obj, callback, field) else: return obj class classproperty(object): def __init__(self, fget): self.fget = fget def __get__(self, owner_self, owner_cls): return self.fget(owner_cls) class Document(dict, object): ''' Base class for ORM. You should subclass this class for each of your rethinkdb tables. You can add custom functionality in your subclass if appropriate. This class keeps track of changes made to the object and any nested fields. After you have made some changes, call update() to persist them to the database. Changes in nested fields result in updates to their first-level ancestor field. For example, if your document starts as {'a': {'b': 'c'}}, then you run doc['a']['x'] = 'y', then the update will replace the whole 'a' field. (Nested field updates get too complicated any other way.) This class subclasses dict. Thus attributes can be accessed with `doc['foo']` or `doc.get('foo')`, depending on what you want to happen if the attribute is missing. In addition, this class overrides `__getattr__` to point to `dict.get`, so that first level attributes can be accessed as if they were member variables, e.g. `doc.foo`. If there is no attribute foo, `doc.foo` returns None. (XXX is this definitely what we want?) The default table name is the class name, lowercased. Subclasses can specify different table name like so: class Something(doublethink.Document): table = 'my_table_name' ''' @classproperty def table(cls): return cls.__name__.lower() @classmethod def load(cls, rr, pk): ''' Retrieves a document from the database, by primary key. ''' if pk is None: return None d = rr.table(cls.table).get(pk).run() if d is None: return None doc = cls(rr, d) return doc @classmethod def table_create(cls, rr): ''' Creates the table. Subclasses may want to override this method to do more things, such as creating secondary indexes. ''' rr.table_create(cls.table).run() @classmethod def table_ensure(cls, rr): ''' Creates the table if it doesn't exist. ''' dbs = rr.db_list().run() if not rr.dbname in dbs: logging.info('creating rethinkdb database %s', repr(rr.dbname)) rr.db_create(rr.dbname).run() tables = rr.table_list().run() if not cls.table in tables: logging.info( 'creating rethinkdb table %s in database %s', repr(cls.table), repr(rr.dbname)) cls.table_create(rr) def __init__(self, rr, d={}): ''' Sets initial values from `d`, then calls `self.populate_defaults()`. Args: rr (doublethink.Rethinker): rethinker d (dict): initial value If you want to create a new document, and set the primary key yourself, do not call `doc = MyDocument(rr, d={'id': 'my_id', ...})`. The assumption is that if the primary key is set in the constructor, the document already exists in the database. Thus a call to `doc.save()` may not save anything. Do this instead: doc = MyDocument(rr, d={'id': 'my_id', ...}) doc.id = 'my_id' # ...whatever else... doc.save() ''' dict.__setattr__(self, 'rr', rr) self._pk = None self._clear_updates() for k in d or {}: dict.__setitem__( self, k, watch(d[k], callback=self._updated, field=k)) self.populate_defaults() def _clear_updates(self): self._updates = {} self._deletes = set() def __setitem__(self, key, value): # keys starting with underscore are not part of the document if key[:1] == '_': dict.__setattr__(self, key, value) else: dict.__setitem__( self, key, watch(value, callback=self._updated, field=key)) self._updated(key) __setattr__ = __setitem__ __getattr__ = dict.get def __delitem__(self, key): dict.__delitem__(self, key) self._deletes.add(key) if key in self._updates: del self._updates[key] def setdefault(self, *args): need_update = False if not args[0] in self: need_update = True result = dict.setdefault(self, *args) if need_update: self._updated(args[0]) return result # dict methods we don't want to support clear = None pop = None popitem = None update = None def _updated(self, field): # callback for all updates self._updates[field] = self[field] if field in self._deletes: self._deletes.remove(field) @property def pk_field(self): ''' Name of the primary key field as retrieved from rethinkdb table metadata, 'id' by default. Should not be overridden. Override `table_create` if you want to use a nonstandard field as the primary key. ''' if not self._pk: try: pk = self.rr.db('rethinkdb').table('table_config').filter({ 'db': self.rr.dbname, 'name': self.table}).get_field( 'primary_key')[0].run() self._pk = pk except Exception as e: raise Exception( 'problem determining primary key for table %s.%s: %s', self.rr.dbname, self.table, e) return self._pk @property def pk_value(self): ''' Value of primary key field. ''' return getattr(self, self.pk_field) def populate_defaults(self): ''' This method is called by `save()` before persisting the document to the database. Subclasses should override it to populate default values if appropriate. ''' pass def save(self): ''' Persist changes to rethinkdb. Updates only the fields that have changed. Performs insert rather than update if the document has no primary key or if the primary key is absent from the database. If there have been any changes to nested fields, updates the first level attribute. For example, if foo['bar']['baz']['quux'] has changed, all of foo['bar'] is replaced, but foo['something_else'] is not touched. ''' should_insert = False try: self[self.pk_field] # raises KeyError if missing if self._updates: # r.literal() to replace, not merge with, nested fields updates = {field: r.literal(self._updates[field]) for field in self._updates} query = self.rr.table(self.table).get( self.pk_value).update(updates) result = query.run() if result['skipped']: # primary key not found should_insert = True elif result['errors'] or result['deleted']: raise Exception( 'unexpected result %s from rethinkdb query %s' % ( result, query)) if not should_insert and self._deletes: query = self.rr.table(self.table).replace( r.row.without(self._deletes)) result = query.run() if result['errors']: # primary key not found should_insert = True elif result['replaced'] != 1: raise Exception( 'unexpected result %s from rethinkdb query %s' % ( result, query)) except KeyError: should_insert = True if should_insert: query = self.rr.table(self.table).insert(self) result = query.run() if result['inserted'] != 1: raise Exception( 'unexpected result %s from rethinkdb query %s' % ( result, query)) if 'generated_keys' in result: dict.__setitem__( self, self.pk_field, result['generated_keys'][0]) self._clear_updates() def refresh(self): ''' Refresh the document from the database. ''' d = self.rr.table(self.table).get(self.pk_value).run() if d is None: raise KeyError for k in d: dict.__setitem__( self, k, watch(d[k], callback=self._updated, field=k))