Prompt
class Singleton(type):
_instances = {}
def __call__(cls, *args, **kwargs):
if cls not in cls._instances:
cls._instances[cls] = super(Singleton, cls).__call__(*args, **kwargs)
return cls._instances[cls]
class MyClass(metaclass=Singleton):
pass
instance1 = MyClass()
instance2 = MyClass()
print(id(instance1) == id(instance2))
Answer
Design Pattern: Singleton Design Pattern
Problem Analysis:
- The provided Python code snippet implements the Singleton design pattern.
- Singleton ensures that a class has only one instance and provides a global point of access to that instance.
Code Template - Singleton Design Pattern Implementation (Python):
class Singleton(type):
_instances = {}
def __call__(cls, *args, **kwargs):
if cls not in cls._instances:
cls._instances[cls] = super(Singleton, cls).__call__(*args, **kwargs)
return cls._instances[cls]
class MyClass(metaclass=Singleton):
pass
instance1 = MyClass()
instance2 = MyClass()
print(id(instance1) == id(instance2)) # Output: True
Implementation Details:
- Singleton Class: Defines a metaclass
Singleton
that tracks instances of its subclasses using a dictionary_instances
. - call Method: Overrides the
__call__
method to ensure only one instance of each class is created and returned. - MyClass Definition: Inherits from
Singleton
metaclass to enforce the Singleton pattern. - Instance Creation:
instance1
andinstance2
are instances ofMyClass
. - Instance Comparison:
print(id(instance1) == id(instance2))
compares the identities of two instances, returningTrue
if they are the same instance.
Code Explanation:
- The Singleton design pattern restricts the instantiation of a class to a single instance and provides a way to access that instance globally.
- The metaclass
Singleton
keeps track of instances for each class and ensures that only one instance is created. - By using the metaclass
Singleton
, the classMyClass
becomes a Singleton class with only one instance created.
Description
Understand a Python code snippet demonstrating the Singleton design pattern ensuring only one instance of a class is created and shared globally.
More Design Pattern Implementers
Apache Flink Design Pattern ImplementerApache Pig Design Pattern ImplementerAzure Data Factory Design Pattern ImplementerC/C++ Design Pattern ImplementerCouchDB Design Pattern ImplementerDAX Design Pattern ImplementerExcel Design Pattern ImplementerFirebase Design Pattern ImplementerGoogle BigQuery Design Pattern ImplementerGoogle Sheets Design Pattern ImplementerGraphQL Design Pattern ImplementerHive Design Pattern ImplementerJava Design Pattern ImplementerJavaScript Design Pattern ImplementerJulia Design Pattern ImplementerLua Design Pattern ImplementerM (Power Query) Design Pattern ImplementerMATLAB Design Pattern ImplementerMongoDB Design Pattern ImplementerOracle Design Pattern ImplementerPostgreSQL Design Pattern ImplementerPower BI Design Pattern ImplementerPython Design Pattern ImplementerR Design Pattern ImplementerRedis Design Pattern ImplementerRegex Design Pattern ImplementerRuby Design Pattern ImplementerSAS Design Pattern ImplementerScala Design Pattern ImplementerShell Design Pattern ImplementerSPSS Design Pattern ImplementerSQL Design Pattern ImplementerSQLite Design Pattern ImplementerStata Design Pattern ImplementerTableau Design Pattern ImplementerVBA Design Pattern Implementer