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日期:2020-12-16 11:31

HW 5: C++ Classes and Smart Pointers

Learning Objectives

This is the only C++ homework for CSE 374, so this will cover a variety of C++ topics:

● Classes

● Constructors

● Destructors

● Operator overloading

● Smart pointers

● Inheritance

You may notice that inheritance hasn't been covered at the time on this assignment's release,

but you don't actually have to write any of the code to make inheritance work, just to implement

the derived classes

Synopsis

For HW 5 you will be writing a small C++ library to represent and manipulate equations with

variables. Although we can already write math expressions in C++, we cannot directly express

an equation with variables like x or m. For example, if we want to represent the equation (y = mx

+ b), we could create a function that takes x, m, and b, but this is time consuming and inflexible.

Instead, we are creating a base class called Expr which represents a math expression, which

may or may not contain variables. Examples of expressions include "m*x+b", "42+374", "x", etc.

Expr is the base class which is extended via inheritance to be a number (Num), variable (Var), or

a sum of two other Expr's (Sum). You will also add a multiplication expression (Prod) and an

exponential expression (Pow).

Note: because Expr is the base class, we usually deal with expressions as pointers to some

expression. This library uses smart pointers, so you should use shared_ptr<Expr>. We also

included a handy typedef, so you can just say ExprPtr if you prefer. We also provide two helper

functions var() and num() which create a shared_ptr to a Var and a Num, respectively. You

should use only smart pointers and make_shared; do not use "malloc" or "new".

For example, the expression "m*x+b" would be represented as a Sum of two other Expr's. The

first Expr is a Prod of two Vars "m" and "x", the second just a single Var "b".

To make this library convenient to use, we will be overloading the standard C++ operators for

multiplication and addition, as well as using the "^" operator to represent exponentiation, so that

you can write Expr expressions as C++ code.

This data structure is a form of an "Abstract Syntax Tree" (AST): the AST specifies the structure

of the math notation we write. For example, the expression "m*x + b" requires knowledge of

order-of-operations to recognize that the multiplication is performed before the addition; the AST

explicitly represents this relationship as a tree. We will be taking advantage of C++'s standard

operator precedence rules to construct the correct AST for the expression we write.

As an example, consider the expression "x+2*y^3+5". In AST form, it looks like this:

Please submit all these files to Gradescope for grading:

Expr.cc, Expr.h, helpers.cc, helpers.h, plot.cc

Part 1: setVariables() for Num, Sum, Var

If you run make right now, it should print a warning about not returning anything in

setVariables(), but it will generate the ./main executable. If you run ./main it will segfault. We

need to implement the setVariables() function for Num, Sum, and Var.

This is a recursive function which will replace some or all of the Var nodes with Num nodes,

based on the map from variable names to double values.

For example, in main.cc they call exp1->setVariables(values), which should return an

expression with all the "x" variables replaced with 42 and all the "y" variables replaced with "43".

Note: setVariables() always returns a copy, it should never modify the current object.

setVariables() has two base cases: Num and Var. The implementation for Num is the simplest, it

should just return a copy of itself. Var should check if its own variable name is in the map

passed in. If it is not, then just return a copy of itself. If its own variable name is in the map, it

should return a Num where the number is the value associated with its variable name.

Sum is the recursive case; just call setVariables on the left and right expression.

Feel free to take inspiration from clone()!

After doing this, you should be able to recompile and not get a segmentation fault when

running ./main.

Part 2: Prod and operator*()

Now, implement a Prod node representing multiplication (product). You should see the class in

Expr.h. This process should be pretty similar to implementing Sum since they are both

operators which have two expressions.

You will have to add the functions to Expr.cc.

For operator*(), check out the operator+() implementation provided in Expr.cc.

After doing this you should be able to uncomment the next block of code in main.cc. When you

run make it should compile ./main. Running ./main, you should see the actual output match

the expected output

Part 3: Pow and operator^()

Now, implement a Pow node representing an exponent (e.g. x^2). The Pow class is in Expr.h,

but it doesn't have any of the methods or data members in it, so fill those in. It should be very

similar to Sum and Prod.

Implement each of those functions as well as operator^().

You should now be able to uncomment all of main.cc. Run make and ./main to ensure that it

matches the expected output.

Part 4: plot.cc

Before working on the plot part of this homework there are two commands you need to run just

once to get the Python3 script we have provided to work:

pip3 install --user matplotlib

pip3 install --user numpy

If you run make plot, it should compile plot.cc into plot_csv, then it will run ./plot_csv and

the provided ./plot_png.py which will generate line.csv and line.png

The line plot should look like the image below:

The provided write_file() function plots the y coordinates of an equation, given a set of x points,

then writes it into a given filename.

Your job is to use write_file() to plot the y coordinates of a curve equation: 0.5x^2 + 3, writing it

into curve.csv

This should only be a few lines, and should look very similar to the line example.


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