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Merge pull request #255 from GoogleCloudPlatform/ndb-entities
Move ndb entities code snippets into github
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## App Engine Datastore NDB Entities Samples | ||
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This contains snippets used in the NDB entity documentation, demonstrating | ||
various operation on ndb entities. | ||
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<!-- auto-doc-link --> | ||
These samples are used on the following documentation page: | ||
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> https://cloud.google.com/appengine/docs/python/ndb/entities | ||
<!-- end-auto-doc-link --> |
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# Copyright 2016 Google Inc. All rights reserved. | ||
# | ||
# 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. | ||
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from google.appengine.ext import ndb | ||
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class Account(ndb.Model): | ||
username = ndb.StringProperty() | ||
userid = ndb.IntegerProperty() | ||
email = ndb.StringProperty() | ||
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def create_model_using_keyword_arguments(): | ||
sandy = Account( | ||
username='Sandy', userid=123, email='sandy@example.com') | ||
return sandy | ||
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def create_model_using_attributes(): | ||
sandy = Account() | ||
sandy.username = 'Sandy' | ||
sandy.userid = 123 | ||
sandy.email = 'sandy@example.com' | ||
return sandy | ||
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def demonstrate_model_constructor_type_checking(): | ||
bad = Account( | ||
username='Sandy', userid='not integer') # raises an exception | ||
return bad | ||
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def dmonstrate_model_attribute_type_checking(sandy): | ||
sandy.username = 42 # raises an exception | ||
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def save_model(sandy): | ||
sandy_key = sandy.put() | ||
return sandy_key | ||
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def get_url_safe_key(sandy_key): | ||
url_string = sandy_key.urlsafe() | ||
return url_string | ||
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def get_model_from_url_safe_key(url_string): | ||
sandy_key = ndb.Key(urlsafe=url_string) | ||
sandy = sandy_key.get() | ||
return sandy | ||
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def get_key_and_numeric_id_from_url_safe_key(url_string): | ||
key = ndb.Key(urlsafe=url_string) | ||
kind_string = key.kind() | ||
ident = key.id() | ||
return key, ident, kind_string | ||
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def update_model_from_key(key): | ||
sandy = key.get() | ||
sandy.email = 'sandy@example.co.uk' | ||
sandy.put() | ||
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def delete_model(sandy): | ||
sandy.key.delete() | ||
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def create_model_with_named_key(): | ||
account = Account( | ||
username='Sandy', userid=1234, email='sandy@example.com', | ||
id='sandy@example.com') | ||
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return account.key.id() # returns 'sandy@example.com' | ||
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def set_key_directly(account): | ||
account.key = ndb.Key('Account', 'sandy@example.com') | ||
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# You can also use the model class object itself, rather than its name, | ||
# to specify the entity's kind: | ||
account.key = ndb.Key(Account, 'sandy@example.com') | ||
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def create_model_with_generated_id(): | ||
# note: no id kwarg | ||
account = Account(username='Sandy', userid=1234, email='sandy@example.com') | ||
account.put() | ||
# Account.key will now have a key of the form: ndb.Key(Account, 71321839) | ||
# where the value 71321839 was generated by Datastore for us. | ||
return account | ||
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class Revision(ndb.Model): | ||
message_text = ndb.StringProperty() | ||
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def demonstrate_models_with_parent_hierarchy(): | ||
ndb.Key('Account', 'sandy@example.com', 'Message', 123, 'Revision', '1') | ||
ndb.Key('Account', 'sandy@example.com', 'Message', 123, 'Revision', '2') | ||
ndb.Key('Account', 'larry@example.com', 'Message', 456, 'Revision', '1') | ||
ndb.Key('Account', 'larry@example.com', 'Message', 789, 'Revision', '2') | ||
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def equivalent_ways_to_define_key_with_parent(): | ||
ndb.Key('Account', 'sandy@example.com', 'Message', 123, 'Revision', '1') | ||
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ndb.Key('Revision', '1', parent=ndb.Key( | ||
'Account', 'sandy@example.com', 'Message', 123)) | ||
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ndb.Key('Revision', '1', parent=ndb.Key( | ||
'Message', 123, parent=ndb.Key('Account', 'sandy@example.com'))) | ||
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sandy_key = ndb.Key(Account, 'sandy@example.com') | ||
return sandy_key | ||
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def create_model_with_parent_keys(): | ||
account_key = ndb.Key(Account, 'sandy@example.com') | ||
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# Ask Datastore to allocate an ID. | ||
new_id = ndb.Model.allocate_ids(size=1, parent=account_key)[0] | ||
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# Datastore returns us an integer ID that we can use to create the message | ||
# key | ||
message_key = ndb.Key('Message', new_id, parent=account_key) | ||
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# Now we can put the message into Datastore | ||
initial_revision = Revision( | ||
message_text='Hello', id='1', parent=message_key) | ||
initial_revision.put() | ||
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return initial_revision | ||
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def get_parent_key_of_model(initial_revision): | ||
message_key = initial_revision.key.parent() | ||
return message_key | ||
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def operate_on_multiple_keys_at_once(list_of_entities): | ||
list_of_keys = ndb.put_multi(list_of_entities) | ||
list_of_entities = ndb.get_multi(list_of_keys) | ||
ndb.delete_multi(list_of_keys) | ||
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class Mine(ndb.Expando): | ||
pass | ||
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def create_expando_model(): | ||
e = Mine() | ||
e.foo = 1 | ||
e.bar = 'blah' | ||
e.tags = ['exp', 'and', 'oh'] | ||
e.put() | ||
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return e | ||
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def get_properties_defined_on_expando(e): | ||
return e._properties | ||
# { | ||
# 'foo': GenericProperty('foo'), | ||
# 'bar': GenericProperty('bar'), | ||
# 'tags': GenericProperty('tags', repeated=True) | ||
# } | ||
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class FlexEmployee(ndb.Expando): | ||
name = ndb.StringProperty() | ||
age = ndb.IntegerProperty() | ||
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def create_expando_model_with_defined_properties(): | ||
employee = FlexEmployee(name='Sandy', location='SF') | ||
return employee | ||
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class Specialized(ndb.Expando): | ||
_default_indexed = False | ||
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def create_expando_model_that_isnt_indexed_by_default(): | ||
e = Specialized(foo='a', bar=['b']) | ||
return e._properties | ||
# { | ||
# 'foo': GenericProperty('foo', indexed=False), | ||
# 'bar': GenericProperty('bar', indexed=False, repeated=True) | ||
# } | ||
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def demonstrate_wrong_way_to_query_expando(): | ||
FlexEmployee.query(FlexEmployee.location == 'SF') | ||
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def demonstrate_right_way_to_query_expando(): | ||
FlexEmployee.query(ndb.GenericProperty('location') == 'SF') | ||
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notification = None | ||
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def _notify(message): | ||
global notification | ||
notification = message | ||
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class Friend(ndb.Model): | ||
name = ndb.StringProperty() | ||
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def _pre_put_hook(self): | ||
_notify('Gee wiz I have a new friend!') | ||
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@classmethod | ||
def _post_delete_hook(cls, key, future): | ||
_notify('I have found occasion to rethink our friendship.') | ||
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def demonstrate_model_put_and_delete_hooks(): | ||
f = Friend() | ||
f.name = 'Carole King' | ||
f.put() # _pre_put_hook is called | ||
yield f | ||
fut = f.key.delete_async() # _post_delete_hook not yet called | ||
fut.get_result() # _post_delete_hook is called | ||
yield f | ||
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class MyModel(ndb.Model): | ||
pass | ||
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def reserve_model_ids(): | ||
first, last = MyModel.allocate_ids(100) | ||
return first, last | ||
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def reserve_model_ids_with_a_parent(p): | ||
first, last = MyModel.allocate_ids(100, parent=p) | ||
return first, last | ||
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def construct_keys_from_range_of_reserved_ids(first, last): | ||
keys = [ndb.Key(MyModel, id) for id in range(first, last+1)] | ||
return keys | ||
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def reserve_model_ids_up_to(N): | ||
first, last = MyModel.allocate_ids(max=N) | ||
return first, last |
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