Strategy design pattern
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Strategy Design Pattern → It is used when there are multiple algorithms for a specific task and the client decides the actual and needed implementation. → Multiple solutions for a particular problem and client decides at the run time based on various criteria. ------------------------------
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→ Inheritance can be defined as the process where one class acquires the properties (methods and fields) of another.
→ The class which inherits the properties of other is known as subclass (derived class, child class) and the class whose properties are inherited is known as superclass (base class, parent class).
extends Keyword:
→ It is used to inherit the properties of a class.
class Parent
{
}
class Child extends Parent
{
}
Types of Inheritance:
Single Inheritance:
→ When a class extends another one class only.
Class A
{
}
Class B extends A
{
}
Multilevel Inheritance:
→ One can inherit from a derived class, thereby making this derived class the base class for the new class.
Class X
{
}
Class Y extends X
{
}
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{
}
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{
}
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→ A constructor initializes an object when it is created.
→ It has the same name as its class.
→ Constructors have no explicit return type.
→ Java automatically provides a default constructor if there is no explicit constructor.
Types of Java Constructors:
→ No Argument Constructor:
→ It doesn't accept any parameter.
Syntax:
Public class TestClass {
Int num;
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num = 10;
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}
Parameterized Constructor:
→ It accepts parameters.
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→ Traditional method: null check for every value which has some limitations in code flow. If we follow “null object design pattern” then we can over that hurdle.
→ Default behaviour for objects which has “null” or “nothing.
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The Earth System Grid Federation (ESGF) is a global network of data servers that archives and distributes the planet’s largest collection of Earth system model output for thousands of climate and environmental scientists worldwide. Many of these petabyte-scale data archives are located in proximity to large high-performance computing (HPC) or cloud computing resources, but the primary workflow for data users consists of transferring data, and applying computations on a different system. As a part of the ESGF 2.0 US project (funded by the United States Department of Energy Office of Science), we developed pre-defined data workflows, which can be run on-demand, capable of applying many data reduction and data analysis to the large ESGF data archives, transferring only the resultant analysis (ex. visualizations, smaller data files). In this talk, we will showcase a few of these workflows, highlighting how Globus Flows can be used for petabyte-scale climate analysis.
Providing Globus Services to Users of JASMIN for Environmental Data Analysis
JASMIN is the UK’s high-performance data analysis platform for environmental science, operated by STFC on behalf of the UK Natural Environment Research Council (NERC). In addition to its role in hosting the CEDA Archive (NERC’s long-term repository for climate, atmospheric science & Earth observation data in the UK), JASMIN provides a collaborative platform to a community of around 2,000 scientists in the UK and beyond, providing nearly 400 environmental science projects with working space, compute resources and tools to facilitate their work. High-performance data transfer into and out of JASMIN has always been a key feature, with many scientists bringing model outputs from supercomputers elsewhere in the UK, to analyse against observational or other model data in the CEDA Archive. A growing number of JASMIN users are now realising the benefits of using the Globus service to provide reliable and efficient data movement and other tasks in this and other contexts. Further use cases involve long-distance (intercontinental) transfers to and from JASMIN, and collecting results from a mobile atmospheric radar system, pushing data to JASMIN via a lightweight Globus deployment. We provide details of how Globus fits into our current infrastructure, our experience of the recent migration to GCSv5.4, and of our interest in developing use of the wider ecosystem of Globus services for the benefit of our user community.
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