[SOLVED] 代写 R C data structure algorithm game html Java math python shell compiler graph software network COMSM1201 : Exercises in C Neill Campbell

COMSM1201 : Exercises in C Neill Campbell
Department of Computer Science, University of Bristol

Copyright2019 Neill Campbell
Formatted in LATEX, based on the Legrand Orange Book from BOOKWEBSITE.COM
This work is licensed under a Creative Commons AttributionNonCommericalShareAlike 4.0 International License.

Contents
2 PreArrays…………………………………………… 7
2.1 Planet Trium 7
2.2 Planet Bob 8
2.3 Secret Codes 8
2.4 Cash Machine ATM 9
2.5 Hailstone Sequence 9
2.6 Monte Carlo10
2.7 Leibniz10
2.8 Triangle Numbers 10
2.9 HigherLower 11
3 1DArraysandStrings ………………………………… 13
3.1 Neills Microwave 13
3.2 Music Playlisters 13
3.3 Rule 110 14
3.4 Palindromes 15
3.5 Int to String 16
3.6 Roman Numerals 16
3.7 Soundex Coding 17
4 2DArrays ………………………………………….. 19
4.1 The Game of Life 19
4.2 Life Wars 20

4.3 Wireworld 21
4.4 ncurses 22
5 Strings,RecursionandSDL ……………………………. 25
5.1 Anagrams 25
5.2 Draw to Unlock 26
5.3 SDLIntro 27
5.4 Word Ladders 27
5.5 The Devils Dartboard 29
5.6 Maze 31
6 Lists,InsertionSortmoreRecursion ……………………. 33
6.1 A Simple Spelling Checker 33
6.2 Prime Factors 33
6.3 Sierpinski Carpet 35
6.4 Sierpinski Squares 35
7 SearchingBoards……………………………………. 37
7.1 Conways Soldiers 37
7.2 The 8Tile Puzzle 38
9 HuffmanandTrees…………………………………… 39
9.1 Depth 39
9.2 Two Trees 41
9.3 Huffman Encoding 41
9.4 Binary Tree Visualisation 42
10 ADTsandAlgorithmsI………………………………… 45
10.1 Indexed Arrays 45
10.2 Sets 45
10.3 Towards Polymorphism 46
10.4 Double Hashing 46
10.5 Separate Chaining 46
11 ADTsandAlgorithmsII ……………………………….. 49
11.1 MultiValue Maps 49
11.2 Rhymes 49
11.3 Faster MVMs 51

12 ParsingData ……………………………………….. 53
12.1 Teletext 53
12.2 Guido van Robot 59
12.3 Turtle Graphics 63
12.4 The UNIX awk program 66
12.5 Neills Adventure Language 68
A Appendix:LabTests…………………………………. 73
A.1 Anagrams 74
A.2 Isograms 75
A.3 Mutating Boards 76

2. PreArrays
Note that these exercises are in NO particular ordertry the ones you find easy before attempting more complex ones.
2.1 Planet Trium
On the planet Trium, everyones name has three letters. Not only this, all the names take the form of nonvowel, vowel, nonvowel.
Exercise 2.1 Write a program that outputs all the valid names and numbers them. The first few should look like :
1 bab
2 bac
3 bad
4 baf
5 bag
6 bah
7 baj
8 bak
9 bal
10 bam
11 ban
12 bap
13 baq
14 bar
15 bas
16 bat
17 bav
18 baw
19 bax
20 bay
21 baz
Planet Trium
Planet Bob
Secret Codes
Cash Machine ATM Hailstone Sequence Monte CarloLeibniz
Triangle Numbers HigherLower

8 Chapter 2. PreArrays
22 beb
23 bec
24 bed
25 bef
26 beg

2.2 Planet Bob
On the planet Bob, everyones name has three letters. These names either take the form of consonantvowelconsonant or else vowelconsonantvowel. For the purposes here, vowels are the letters a,e,i,o,u and consonants are all other letters. There are two other rules :
1. The first letter and third letters of the name must always be the same.
2. The name is only valid if, when you sum up the values of the three letters a1, b2
etc., the sum is prime.
The name bob is a valid name: it has the form consonantvowelconsonant, the first letter
and third letters are the same b and the three letters sum to 192152, which is prime. The name aba is not valid, since the sum of the three letters is 4121 which is not prime.
Exercise 2.2 Write a program that outputs all the valid names and numbers them. The first few names should look like :

1 aca
2 aka 3 aqa 4 bab 5 bib 6 bob 7 cac
8 cec
9 ded 10 did 11 dod 12 dud 13 ece
14 ege 15 eme 16 ese 17 faf
2.3 Secret Codes
Write a program that converts a stream of text typed by the user into a secret code. This is achieved by turning every letter a into a z, every letter b into a y, every letter c into and
x and so on.
Exercise 2.3 Write a function whose topline is :
that takes a character, and returns the secret code for this character. Note that the function
int scodeint a

2.4 Cash Machine ATM 9
does need to preserve the case of the letter, and that nonletters are returned unaffected. When the program is run, the following input:
produces the following output :
The Quick Brown Fox Jumps Over the Lazy Dog !
Gsv Jfrxp Yildm Ulc Qfnkh Levi gsv Ozab Wlt !

2.4 Cash Machine ATM
Some cash dispensers only contain 20 notes. When a user types in how much money theyd like to be given, you need to check that the amount requested can be dispensed exactly using only 20 notes. If not, a choice of the two closest one lower, one higher amounts is presented.
Exercise2.4 Writeaprogramthatinputsanumberfromtheuserandthenpromptsthemfor a better choice if it is not correct. For example :
or :
In this assessment you may assume the input from the user is sensible i.e. is not a negative number etc.
How much money would you like ? 175
I can give you 160 or 180, try again.
How much money would you like ? 180 OK, dispensing …
How much money would you like ? 25 I can give you 20 or 40, try again. How much money would you like ? 45 I can give you 40 or 60, try again.
How much money would you like ? 80 OK, dispensing …
2.5 Hailstone Sequence
Hailstones sequences are ones that seem to always return to 1. The number is halved if even, and if odd then the next becomes 3n1. For instance, when we start with the num ber6,wegetthesequence: 6,3,10,5,16,8,4,2,1thathasninenumbersin it. When we start with the number 11, the sequence is longer, containing 15 numbers : 11, 34, 17, 52, 26, 13, 40, 20, 10, 5, 16, 8, 4, 2, 1.
Exercise 2.5 Write a program that :
displayswhichinitialnumberlessthan50,000createsthelongesthailstonesequence.displayswhichinitialnumberlessthan50,000leadstothelargestnumberappearing
in the sequence.

10 Chapter 2. PreArrays 2.6 Monte Carlo
At :
http:mathfaculty.fullerton.edumathewsn2003montecarlopimod.html
a square whose sides are of length r, and a quartercircle, whose radius is of r are drawn.
www
If you throw random darts at the square, then many, but not all, also hit the circle. A dart landing at position x,y only hits the circle if x2 y2r2.
The area of the circle isr2, and the area of the square is r2. 4
Therefore, a way to approximate , is to choose random x,y pairs inside the square ha, and count the hc ones that hit the circle. Then:
4hc ha
2.1
Exercise 2.6 Write a program to run this simulation, and display the improving version of the approximation to .
2.7 LeibnizSee:
https:en.wikipedia.orgwikiLeibnizformulaforCF80
www
The Mathematical constantcan be approximated using the formula : 44444 4 …
3 5 7 9 11
Notice the pattern here of alternatingandsigns, and the odd divisors.
Exercise2.7 Writeaprogramthatcomputesloopingthroughsmallerandsmallerfractions of the series above. How many iterations does it take to getcorrectly approximated to 9 digits ?
2.8 Triangle Numbers
A Triangle number is the sum of numbers from 1 to n. The 5th Triangle number is the sum of numbers 1,2,3,4,5, that is 15. They also relate to the number of circles you could stack up as equilateral triangles
1 23 456
T11 T23 T36 T410 T515
7 8 9 10 11 12 13 14 15

2.9 HigherLower 11
Exercise 2.8 Write a program that prints out the sequence of Triangle numbers, using iteration, computing the next number based upon the previous.
Check these against:
http:oeis.orgA000217
and also by generating the nth Triangle number based on the Equation : Tn nn12

www
2.9 HigherLower
In the game higherLower, a user has to guess a secret number chosen by another. They then repeatedly guess the number, being only told whether their guess was greater, or less than the secret one.
Exercise 2.9 Write a program that selects a random number between 1 and 1000. The user is asked to guess this number. If this guess is correct, the user is told that they have chosen the correct number and the game ends. Otherwise, they are told if their guess was too high or too low. The user has 10 goes to guess correctly before the game ends and they lose.

3. 1D Arrays and Strings
For some of these exercises youll need to understand command line input to main from the shell, often simply referred to as argcargv in C. Please see:
http:www.thegeekstuff.com201301cargcargv
for more information about this.
3.1 Neills Microwave
Last week I purchased a new, stateoftheart microwave oven. To select how long you wish to cook food for, there are three buttons: one marked 10 minutes, one marked 1 minute and one marked 10 seconds. To cook something for 90 seconds requires you to press the 1 minute button, and the 10 seconds button three times. This is four button presses in total. To cook something for 25 seconds requires three button presses; the 10 second button needs to be pressed three times and we have to accept a minor overcooking of the food.
www
Exercise 3.1 Using an array to store the cooking times for the buttons, write a program that, given a required cooking time in seconds, allows the minimum number of button presses to be determined.
Example executions of the program will look like :

Type the time required
25
Number of button presses3 Type the time required
705
Number of button presses7
3.2 Music Playlisters
Most MP3 players have a random or shuffle feature. The problem with these is that they can sometimes be too random; a particular song could be played twice in succession if the new song
Neills Microwave Music Playlisters Rule 110 Palindromes
Int to String Roman Numerals Soundex Coding

14 Chapter 3. 1D Arrays and Strings
to play is truly chosen randomly each time without taking into account what has already been played.
To solve this, many of them randomly order the entire playlist so that each song appears in a random place, but once only. The output might look something this:
or :
How many songs required ? 5
43512
How many songs required ? 10
1 9 10 2 4 7 3 6 5 8
Exercise 3.2 Write a program that gets a number from the user to represent the number of songs required and outputs a randomised list.
Exercise 3.3 Rewrite Exercise 3.2 so that the program passes an array of integers e.g. 1,2,3,4,5,6,7,8,9,10 to a function and reorders them inplace no other arrays are used and with an algorithm having complexity On.
3.3 Rule 110
Rather interesting patterns can be created using Cellular Automata. Here we will use a simple example, one known as Rule 110 : The idea is that in a 1D array, cells can be either on or off perhaps represented by the integer values 1 and 0. A new 1D array is created in which we decide upon the state of each cell in the array based on the cell above and its two immediate neighbours.
If the three cells above are all on, then the cell is set to off 1110. If the three cells above are on, on, off then the new cell is set to on 1101. The rules, in full, are: 1110
1101
1011 1000 0111 0101 0011 0000
You take a 1D array, filled with zeroes or ones, and based on these, you create a new 1D array of zeroes and ones. Any particular cell uses the three cells above it to make the decision about its value. If the first line has all zeroes and a single one in the middle, then the automata evolves as:
Exercise 3.4 Write a program that outputs something similar to the above using plain text, giving the user the option to start with a randomised first line, or a line with a single on in the central location.
Exercise 3.5 Rewrite the program above to allow other rules to be displayedfor instance 124,30 and 90.

3.4 Palindromes 15
0000000000000000000000000000001000 0000000000000000000000000000011000 0000000000000000000000000000111000 0000000000000000000000000001101000 0000000000000000000000000011111000 0000000000000000000000000110001000 0000000000000000000000001110011000 0000000000000000000000011010111000 0000000000000000000000111111101000 0000000000000000000001100000111000 0000000000000000000011100001101000 0000000000000000000110100011111000 0000000000000000001111100110001000 0000000000000000011000101110011000 0000000000000000111001111010111000 0000000000000001101011001111101000 0000000000000011111111011000111000 0000000000000110000001111001101000 0000000000001110000011001011111000 0000000000011010000111011110001000 0000000000111110001101110010011000 0000000001100010011111010110111000 0000000011100110110001111111101000 0000000110101111110011000000111000 0000001111111000010111000001101000 0000011000001000111101000011111000 0000111000011001100111000110001000 0001101000111011101101001110011000 0011111001101110111111011010111000 0110001011111011100001111111101000
Figure 3.1: 1D cellular automaton using Rule 110. Top line shows initial state, each subsequent line is produced from the line above it. Each cell has a rule to switch it on or off based on the state of the three cells above it in the diagram.
http:en.wikipedia.orgwikiRule110
3.4 Palindromes
From wikipedia.org :
A palindrome is a word, phrase, number or other sequence of units that has the property of reading the same in either direction the adjustment of punctuation and spaces between words is generally permitted.
The most familiar palindromes, in English at least, are characterbycharacter: the written characters read the same backwards as forwards. Palindromes may consist of a single word such as civic or level , a phrase or sentence Neil, a trap! Sid is part alien!, Was it a rat I saw? or a longer passage of text Sit on a potato pan, Otis., even a fragmented sentence A man, a plan, a canal: Panama!, No Roman a moron. Spaces, punctuation and case are usually ignored, even in terms of abbreviation Mr. Owl ate my metal worm.
www

16 Chapter 3. 1D Arrays and Strings
Exercise 3.6 Write a program that prompts a user for a phrase and tells them whether it is a palindrome or not. Do not use any of the builtin stringhandling functions string.h, such as strlen and strcmp. However, you may use the character functions ctype.h, such as islower and isalpha.
Check you program with the following palindromes :
kayak
A man, a plan, a canal: Panama!
Madam, in Eden Im Adam,
Level, madam, level!
3.5 Int to String
Exercise 3.7 Write a function that converts an integer to a string, so that the following code snippet works correctly:
The integer may be signed i.e. be positive or negative and you may assume it is in base10.
Avoid using any of the builtin stringhandling functions to do this e.g. itoa! including those in string.h.
int i;
char s256;
scanfd, i; int2stringi,s; printfsn, s;
3.6 Roman Numerals Adapted from:
http:mathworld.wolfram.comRomanNumerals.html
Roman numerals are a system of numerical notations used by the Romans. They are an additive and subtractive system in which letters are used to denote certain base numbers, and arbitrary numbers are then denoted using combinations of symbols. Unfortunately, little is known about the origin of the Roman numeral system.
The following table gives the Latin letters used in Roman numerals and the corres ponding numerical values they represent :
For example, the number 1732 would be denoted MDCCXXXII in Roman numerals. However, Roman numerals are not a purely additive number system. In particular,
www
I V X L C D M
1
5
10
50
100
500
1000

3.7 Soundex Coding 17
instead of using four symbols to represent a 4, 40, 9, 90, etc. i.e., IIII, XXXX, VIIII, LXXXX, etc., such numbers are instead denoted by preceding the symbol for 5, 50, 10, 100, etc., with a symbol indicating subtraction. For example, 4 is denoted IV, 9 as IX, 40 as XL, etc.
It turns out that every number between 1 and 3999 can be represented as a Roman numeral made up of the following one and twoletter combinations:
I V X L C D M
1
5
10
50
100
500
1000
IV IX XL XC CD CM
4
9
40
90
400
900
Exercise 3.8 Write a program that reads a roman numeral in the range 13999 and outputs the corresponding valid arabic integer. Amongst others, check that MCMXCIX returns 1999, MCMLXVII returns 1967 and that MCDXCI returns 1491.
You should use the following template :
You need to add the function romanToArabic.
include stdio.h
int romanToArabic char roman ;
int mainint argc, char argv
if argc2
printfThe roman numeral s is equal to dn,argv1, romanToArabicargv1;
else
printfERROR: Incorrect usage, try e.g. s XXIn, argv0;

return 0;
3.7 Soundex Coding
First applied to the 1880 census, Soundex is a phonetic index, not a strictly alphabetical one. Its key feature is that it codes surnames last names based on the way a name sounds rather than on how it is spelled. For example, surnames that sound the same but are spelled differently, like Smith and Smyth, have the same code and are indexed together. The intent was to help researchers find a surname quickly even though it may have received different spellings. If a name like Cook, though, is spelled Koch or Faust is Phaust, a search for a different set of Soundex codes and cards based on the variation of the surnames first letter is necessary.
To use Soundex, researchers must first code the surname of the person or family in which they are interested. Every Soundex code consists of a letter and three numbers, such as B536, representing names such as Bender. The letter is always the first letter of the surname, whether it is a vowel or a consonant.
The detailed description of the algorithm may be found at :

www
18 Chapter 3. 1D Arrays and Strings http:www.highprogrammer.comalannumberssoundex.html
The first letter is simply the first letter in the word. The remaining numbers range from 1 to 6, indicating different categories of sounds created by consanants following the first letter. If the word is too short to generate 3 numbers, 0 is added as needed. If the generated code is longer than 3 numbers, the extra are thrown away.
Code
Letters Description
1
B, F, P, V Labial
2
C, G, J, K, Q, S, X, Z Gutterals and sibilants
3
D, T Dental
4
L Long liquid
5
M, N Nasal
6
R Short liquid
SKIP
A, E, H, I, O, U, W, Y Vowels and H, W, and Y are skipped
There are several special cases when calculating a soundex code:
Letters with the same soundex number that are immediately next to each other are discarded. So Pfizer becomes Pizer, Sack becomes Sac, Czar becomes Car, Collins becomes Colins, and Mroczak becomes Mrocak.
If two letters with the same soundex number seperated by H or W, only use the first letter. So Ashcroft is treated as Ashroft.
Sample Soundex codes:
Word
Soundex
Washington
W252
Wu
W000
DeSmet
D253
Gutierrez
G362
Pfister
P236
Jackson
J250
Tymczak
T522
Ashcraft
A261
Exercise 3.9 Write a program that takes the name entered as argv1 and prints the corres ponding soundex code for it.

4. 2D Arrays
4.1 The Game of Life
The Game of Life was developed by British mathematician John Horton Conway. In Life, a board represents the world and each cell a single location. A cell may be either empty or inhabited. The game has three simple rules, which relate to the cells eight nearest neigbours :
1. Survival An inhabited cell remains inhabited if exactly 2 or 3 of its neighbouring cells are inhabited.
2. Death An inhabited cell becomes uninhabited if fewer than 2, or more than 3 of its neighbours are inhabited.
3. Birth An uninhabited cell becomes inhabited if exactly 3 of its neighbours are inhabited. The next board is derived solely from the current one. The current board remains unchanged while computing the next board. In the simple case shown here, the boards alternate infinitely
between these two states.
The 1.06 format
A general purpose way of encoding the input board is called the Life 1.06 format :
http:conwaylife.comwikiLife1.06
This format has comments indicated by a hash in the first column, and the first line is always:
Life 1.06
Every line specifies an x and y coordinate of a live cell; such files can be quite long. The coordinates specified are relative to the middle of the board, so 01 means the middle row, one cell to the right of the centre.
0
0
0
0
0
0
0
1
0
0
0
0
1
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
0
0
0
0
0
0
0
0
www
The Game of Life Life Wars Wireworld ncurses

20 Chapter 4. 2D Arrays There are hundreds of interesting patterns stored like this on the above site.
Exercise 4.1 Write a program which is run using the argc and argv parameters to main. The usage is as follows :
where file1.lif is a file specifying the inital state of the board, and 10 specifys that ten iterations are required.
Display the output to screen every iteration using plain text, you may assume that the board is 150 cells wide and 90 cells tall.
life file1.lif 10
www
Alternative Rules for The Game of Life
The rules for life could also be phrased in a different manner, that is, give birth if there are two neighbours around an empty cell B2 and allow an alive cell to survive only if surrounded by 2 or 3 cells S23. Other rules which are lifelike exist, for instance 34 Life B34S34, Life Without Death B3S012345678 and HighLife B36S23.
http:en.wikipedia.orgwikiLifelikecellularautomaton
Exercise 4.2 Write a program that allows the user to input lifelike rules e.g. :
or
and display generations of boards, beginning with the inital board in the input file.
life B34S34 lifeboard.lif
life B2S lifeboard.lif
4.2 Life Wars
Inspired by the classic game, Core Wars
http:en.wikipedia.orgwikiCoreWar
here we look at a two player version of Conways Game of Life.
In our game, each of two players submit a Life 1.06 file and cells from these inserted into
an empty board. The cells are coded based on which player created them sayand . The game is then run, and the player having most cells left after a fixed number of iterations, over many games, is deemed the winner.
The rules are :
1. The board is 150 cells wide, and 90 cells tall.
2. The board is toroidal; that is, it wraps around from the left edge to the right, and the top to
the bottom.
3. Each player can submit a Life 1.06 file that is maximum of 100 lines long, including the
header line.
4. Since each of the Life 1.06 files describe absolute positions for cells, each player is
assigned a random origin for their cells. If there is any collision when attempting to add the cells initially i.e. both players happen to specify a cell in the same square, then new origins are chosen randomly and the process begun from scratch.
www

4.3 Wireworld 21
5. The standard B3S23 rules are used.
6. The colour of cells is never taken into account i.e. cells are still either alive or dead.
The sole exception to this is that when a cell is born, it takes the colour of the majority its
neighbours.
7. There are 5000 generations played every game.
8. A running count of how many cells each player has left at the end of each game is kept.
The board is cleared and the next game randomly restarted.
9. There are 50 games run in total.
10. The player with the highest number of cells over all 50 games is the winner.
Its easy to extend these rules, of course, to allow for three or more players, but its unclear for three players what would happen in the majority vote if there was a draw i.e. a new cell is born based on three cells around it, one belonging to each player. Other rule variants are also possible e.g. Highlife B36S23, but once again, the birth rule for 3 or 6 neighbours would
cause majority voting issues for two and three players.
Exercise 4.3 Write a program that accepts two Life 1.06 files and reports which of them is the winner. The first few games might look like:

lifewars blinkerpuffer2.lif bigglider.lif
0 50
1 370 141
2 437 281
3 450 602
12 Player 1 Player 1 Player 1 Player 2
4 540 623 5 991 629 6 1063 674 7 1211 707 8 1263 735 9 1358 758
Player 2 Player 1 Player 1 Player 1 Player 1 Player 1
. . .
Player 1 wins by 7857 cells to 2373 cells
4.3 Wireworld
Wireworld is a cellular automaton due to Brian Silverman, formed from a 2D grid of cells, designed to simulate digital electronics. Each cell can be in one of four states, either empty,
electron head, electron tail or copper or conductor.
The next generation of the cells follows the rules, where n is the number of electron heads
found in the 8surrounding cells:empty empty
electron head electron tail
electron tail copper
copperelectronheadifn1orn2copper copper otherwise
See also:

www
www
22 Chapter 4. 2D Arrays https:en.wikipedia.orgwikiWireworld
http:www.heise.wsfourticklogic.html
Exercise 4.4 Write a program which is run using the argc and argv parameters to main. The usage is as follows :
where wirefile.txt is a file specifying the initial state of the board. This file codes empty cells as, heads as H, tails as t and copper as c. Display the board for 1000 generations using plain text. You may assume that the grid is always 40 cells by 40

wireworld wirefile.txt
Make sure all your code is fully ANSI compliant, and fully follows the housestyle guidelines. Show that your code has been developed using short, welltested functions via the use of assert testing.
4.4 ncurses
C has no inherent functionality to allow printing in colour etc. Therefore, a programming library know a ncurses was created in 1993 to allow terminals to interpret certain controlcodes as colours and other effects.
The library itself is somewhat complex, allowing keyboard and mouse events to be captured and a whole range of simple graphics functionality. On the web page is my wrapper for the library, along with a program demonstrating its use. This will only work in unixstyle terminals. Note that after you begin ncurses mode using NeillNCURSInit that you cant print to stdout or stderr, until you switch it off using NeillNCURSDone.
To compile the code youll have to use both my code neillncurses.c and also link in the ncurses library. A typical compile might look like
If youre running a virtual box you may also need to install the ncurses developer files, including ncurses.h, using:
sudo apt install libncurses dev
Some terminals do not support ncurses, so make sure you are using an xterm or equaivalent.
gcc yourcode.c neillncurses.c Wall Wfloatequal Wextra O2 pedantic ansi lncurses lm
Exercise 4.5 Adapt the wireworld code in Exercise 4.4 so that the output is displayed using this library, with tails being red, heads being blue, copper being yellow and background being black. The main loop will update the board, display it, and repeat until a quit event occurs e.g. a mouse click or the ESC key is pressed.

Exercise 4.6 Adapt the life code in Exercise 4.1 so that the output is displayed using this library, with sensible choices made for cell colours. The main loop will update the board,

4.4 ncurses 23
display it, and repeat until a quit event occurs e.g. a mouse click or the ESC key is pressed.

5.1 Anagrams
5. Strings, Recursion and SDL
An anagram is a collection of letters that when unscrambled, using all the leters, make a single word. For instance magrana can be rearranged to make the word anagram.
Exercise 5.1 Using a file of valid words, allow the user to enter an anagram, and have the answers printed. For instance :

.anagram sternaig angriest
astringe
ganister
gantries ingrates
rangiest reasting stearing
Exercise 5.2 Using a file of valid words, find all words which are anagrams of each other. Each word should appear in a maximum of one list. Output will look something like :
.selfanagram .
.
7 merits mister miters mitres remits smiter timers
.
.
.
6 noters stoner tenors tensor toners trones .
.
.
6 opts post pots spot stop tops
Anagrams
Draw to Unlock
SDLIntro
Word Ladders
The Devils Dartboard Maze

26 Chapter 5. Strings, Recursion and SDL
.
.
.
6 restrain retrains strainer terrains trainers transire .

If you wished to create interesting anagrams, rather than simply a random jumble of letters, you could combine together two shorter words which are an anagram of a longer one.
Exercise 5.3 Write a program which uses an exhaustive search of all the possible pairs of short words to make the target word to be computed. For instance, a few of the many pairs that can be used to make an anagram of compiler are :

.teabreak compiler LiceRomp
LimeCrop
LimpCore
MileCrop MoreClip PermCoil PromLice RelicMop
The name Campbell comes out as CalmPleb which is a bit harsh. Cant ever remember being called calm …
5.2 Draw to Unlock
Rather than remembering passwords or passcodes, many mobile devices now allow the user to
draw a pattern on the screen to unlock them.
Here we will explore how many unique patterns are available when drawing such patterns to connect dots, such as shown in the figure. We assume that people put their finger on one dot and then only ever move one position left, right, up or down but never diagonally at a time.

5.3 SDLIntro 27
You are not allowed to return to a dot once it has been visited once. If we number the first position in our path as 1, the second as 2 and so on, then beginning in the top lefthand corner, some of the possible patterns of 9 moves are :
123 123 123 654 894 874 789 765 965
Exercise 5.4 Write a program that computes and outputs all the valid paths. Use recursion to achieve this.
How many different patterns of length 9 are available on a 33 grid, if the user begins in the top left corner ?
How many different patterns of length 9 are available on a 33 grid, if the user begins in the middle left ?
How many different patterns of length 7 are available on a 33 grid, if the user begins in the top left corner ?
How many different patterns of length 25 are available on a 55 grid, if the user begins in the top left corner ?

5.3 SDLIntro
Many programming languages have no inherent graphics capabilities. To get windows to appear on the screen, or to draw lines and shapes, you need to make use of an external library. Here we use SDL1, a crossplatform library providing the user with amongst other things such graphical capabilities.
https:www.libsdl.org
The use of SDL is, unsurprisingly, nontrival, so some simple wrapper files have been created neillsdl2.c and neillsdl2.h. These give you some simple functions to initialise a window, draw rectangles, wait for the user to press a key etc.
An example program using this functionality is provided in a file blocks.c.
This program initialises a window, then sits in a loop, drawing randomly positioned and coloured squares, until the user presses the mouse or a key.
5.4 Word Ladders
In this game, made famous by the author Lewis Caroll, and investigated by many Computer Scientists including Donald Knuth, you find missing words to complete a sequence. For instance, you might be asked how go from WILD to TAME by only changing one character at a time:
1 actually, we are using the most recent version SDL2, which is installed on all the lab machines
www
Exercise5.5 UsingtheMakefileprovided,compileandrunthisprogram,usingsomething like : make f sdlmakefile
SDL is already installed on lab machines. At home, if youre using a ubuntustyle linux machine, use: sudo apt install libsdl2dev to install it.

28
Chapter 5. Strings, Recursion and SDL
WILD WILE TILE TALE TAME
A useful concept here is that of the edit distance. Here, the edit distance is a count of the number of characters which are different between two words. For words of n characters, the edit distance will be in the range 0…n. For aboard and canape the edit distance is 5. An edit distance of zero means that the words are identical.
In a heavily constrained version of this game we make some simplifying assumptions:Words are always four letters long.
We only seek ladders of five words in total.
Only one letter is changed at a time.
A letter is only changed from its initial state, to its target state. This is important, since if you decide to change the second letter then you will always know what its changing from, to what its changing to.
So, in the example above, it is enough to give the first word, the last word, and the position of the character which changed on each line. On line one, the fourth letter D was changed to an E, on the next line the first character W was changed to a T and so on. The whole ladder can
be defined by WILD, TAME and the sequence 4,1,2,3.
WILD WILE TILE TALE TAME
Since each letter changes exactly once, the order in which this happens is a permutation of the numbers 1,2,3,4, which we have looked at elsewhere..
Well also need another function:
int editdistancechar s, char t;
which returns the number of characters which are different between two strings of the same length. For our strings of length four excluding the null character this will be either 0, 1, 2, 3 or 4. Here, we can check that the first and last word in our search are distance 4 apart.
Exercise 5.6 For the constrained version of the game, given a file of valid four letter words, write a program which when given two words on the command line argv1 and argv2 outputs the correct solution, if available. Use an exhaustive search over all 24 permutations until one leads to no invalid words being required. Make sure your program works, with amongst others, the following:
COLD POKE CUBE CORD POLE CUBS CARD POLL TUBS WARD MOLL TUNS WARM MALL TONS

5.5 The Devils Dartboard 29
For the full version of Wordladder, you make no assumptions about the number of words that are needed to make the ladder, although we do assume that all the words in the ladder are the same size.

Exercise 5.7 Adapt the program above so that if the first and last words share a letter the edit distance is less than 4, you can find the word ladder required, as in:
WASP WASH WISH
FISH

Exercise 5.8 To achieve this, you could make a list of all the words, and for all words an edit distance of 1 away from the initial word, mark these and store their parent. Now, go through this list, and for all words marked, find words which are distance 1 from these, and hence distance 2 from the initial word. Mark these and retain their parent. Be careful you dont use words already marked. If the word ladder is possible, youll eventually find the solution, and via the record of the parents, have the correct route. This is shown for the word ladder CAT to DOG in Figure 5.1 using a very small subset of the possible three letter words.
5.5 The Devils Dartboard
In the traditional pub game, darts, there are 62 different possible scores : single 120 the white and black areas, double 120 the outer red and green segments i.e. 2, 4, 6, 8 . . ., treble 120 i.e. 3, 6, 9, 12 . . . the inner red or green segments, 25 small green circle and 50 the small red inner circle.
Its not obvious, if you were inventing darts from scratch, how best to lay out the numbers. The London board shown seems to have small numbers near high numbers, so that if you just miss the 20 for example, youll hit a small number instead.
Here we look at a measure for the difficulty of a dartboard. One approach is to simply sum up the values of adjacent triples, squaring this number. So for the London board shown, this would be: 201182 11842 184132 …5201220478
For our purposes a lower number is better2. For more details see : http:www.mathpages.comhomekmath025.htm
2Its beyond the scope here to explain why!
www
Exercise 5.9 Write a program that repeatedly chooses two positions on the board and swaps their numbers. If this leads to a lower cost, keep the board. If not, unswap them. Repeat this greedy search 5000000 times, and print out the best board found. Begin with the trivial monotonic sequence. The output may look something like :
Total19966: 31911 21812 12010 416 8

30
Chapter 5. Strings, Recursion and SDL
but cat cob cod cog con con cot cow cub cud cue cup cur cut dog dot got gut hut jot lot not nut pot put rot rut tot
but but cat cat cob cob cod cod cog cog con con con con cot cot cow cow cub cub cud cud cue cue cup cup cur cur cut cut dog dog dot dot got got gut gut hut hut jot jot lot lot not not nut nut pot pot put put rot rot rut rut tot tot
Figure 5.1: Word Ladder from CAT to DOG. Left Words which are distance one from CAT are COT and CUT. Middle Words which are distance one from CUT and COT, which includes amongst others, DOT. Right DOG is distance one from DOT. We now have our route, via the pointers, back to CAT.

5.6 Maze 31
Treble 20 Double 4
12 5 20 1 18 94
14 13 11 6 8 10
16
15
7 19 3 17 2
or

The score of 19874 seems to be the lowest possible that may be obtained via this technique.
14 5 13 15 6 7 17 9
Total19910: 31810 516 9 81411 419 6 720 21315 11712
5.6 Maze
Escaping from a maze can be done in several ways inkblotting, righthandonwall etc. but here we look at recursion.
Exercise 5.10 Write a program to read in a maze typed by a user via the filename passed to argv1. You can assume the maze will be no larger than 2020, walls are designated by with aand the rest are spaces. The entrance can be assumed to be the gap in the wall closest to but not necessarilty exactly at the top lefthand corner. The sizes of the maze are given on the first line of the file width,height. Write a program that finds the route through a maze, read from this file, and prints out the solution if one exists using full stops. If the program succeeds it should exit with a status of 0, or if no route exists it should exit with a status of 1.

..

……

.

.

.

.

.

.

.

.

….

.

.

.

.

.

….

.

.

.

.

……

..

6. Lists, Insertion Sortmore Recursion
6.1 A Simple Spelling Checker
Here, an insertion sort involes creating an abstract list data structure, and then reading strings one at a time possibly from file and placing them in the correct part of the structure. This has a complexty of On2.
For this purpose, a list of valid words unsorted is available from the usual place.
Exercise 6.1 Write a program which, based on a list implemented using arrays, reads the words in one at a time, inserting them into the correct part of the list so that the words are alphabetically sorted. The name of the file should be passed as argv1, and you can assume the array is of a fixedsize, and large enough to hold all words. How long does it take to build the list ?
Exercise6.4 Writeaprogramwhich,basedonadynamiclinkedlistdatastructure,readsthe words in one at a time, inserting them into the correct part of the list so that the words are alphabetically sorted. The name of the file should be passed as argv1. How long does it take to build the list ?
6.2 Prime Factors
en.wikipedia.orgwikiPrimefactor
It is well known that any positive integer has a single unique prime factorization, e.g.:
www
Exercise 6.2 Now extend Exercise 6.1 so that when the user is prompted for a word, they are told whether this word is present in the list or not. Use a binary search to achieve this. How much faster is this than a linear search ?
Exercise 6.3 Now extend Exercise 6.1 so that when the user is prompted for a word, they are told whether this word is present in the list or not. Use an interpolation search to achieve this. How much faster is this than a linear search ?
A Simple Spelling Checker Prime Factors
Sierpinski Carpet Sierpinski Squares

34 Chapter 6. Lists, Insertion Sortmore Recursion
2107532 the numbers 7,5,3 and 2 are all prime.
1171333 the numbers 13 and 3 are all prime.
197 is prime, so has only itself and 1, which we ignore as a factor.
Write a program that, for any given positive integer input using argv1, lists the prime
factors, e.g.:
campbellicy .primefacts 210 7532
campbellicy .primefacts 117
13 3 3
722332
Exercise 6.5 To make the output of the above program briefer, many prefer to show the factors expressed by their power, as in :
76822222223 could be better expressed as :
768283
Write a program to show the factorisation of a number in this more compact style :

.primefactors 27000 270001 x 23 x 33 x 53
. primefactors 31 311 x 31
.primefactors 38654705664 386547056641 x 232 x 32
www
For a beautiful visualisation of prime factors, see:
www.datapointed.netvisualizationsmathfactorizationanimateddiagrams
Exercise 6.6 Adapt the program above to output a pattern similar to the animated display above, using SDL, but only for a single number, not an animation.

6.3 Sierpinski Carpet 35

6.3 Sierpinski Carpet
en.wikipedia.orgwikiSierpinskicarpet
The square is cut into 9 congruent subsquares in a 3by3 grid, and the central subsquare is removed. The same procedure is then applied recursively to the remaining 8 subsquares, ad infinitum.
http:www.evilmadscientist.com2008sierpinskicookies
Exercise 6.7 Write a program that, in plain text, produces a Sierpinski Carpet.Exercise 6.8 Write a program that, using ncurses, produces a Sierpinski Carpet.Exercise 6.9 Write a program that, using SDL, produces a Sierpinski Carpet.
www
www
6.4 Sierpinski Squares See also :
en.wikipedia.orgwikiSierpinskitriangle
The Sierpinski triangle has the overall shape of an equilateral triangle, recursively subdivded into four smaller triangles :
www

36 Chapter 6. Lists, Insertion Sortmore Recursion
However, we can approximate it by recursively drawing a square as three smaller squares, as show below :
The recursion should terminate when the squares are too small to draw with any more detail e.g. one pixel, or one character in size.
Exercise 6.10 Write a program that, in plain text, produces a Sierpinski Triangle.Exercise 6.11 Write a program that, using ncurses, produces a Sierpinski Triangle.Exercise 6.12 Write a program that, using SDL, produces a Sierpinski Triangle.

7. Searching Boards
7.1 Conways Soldiers
The one player game, Conways Soldiers sometimes known as Solitaire Army, is similar to peg solitaire. For this exercise, Conways board is a 7 width8 height board with tiles on it. The lower half of the board is entirely filled with tiles pegs, and the upper half is completely empty. A tile can move by jumping another tile, either horizontally or vertically but never diagonally onto an empty square. The jumped tile is then removed from the board. A few possible moves are shown below:
…….
…….
…….
…….
XXXXXXX
XXXXXXX
XXXXXXX
XXXXXXX
..
…..
..
…..
.
……
..
X
….
XX
. .
XXXX
XX
XXXX
XXXXXXX
XXXXXXX
…
….
…
….
…
….
..
X
X
…
XX
. .
. .
XXX
XX
XXX
XXX
XXXX
XXX
XXXX
…….
…….
…….
….
X
..
XX
..
XXX
XX
..
XXX
XXXXXXX
XXXXXXX
The user enters the location of an empty square theyd like to get a tile into, and the program demonstrates the moves that enables the tile to reach there or warns them its impossible. To do this you will use a list of boards. The initial board is put into this list. Each board in the list is, in turn, read from the list and all possible moves from that board added into the list. The next board is taken, and all its resulting boards are added, and so on.
Each structure in the list will contain amongst other things a board and a record of its parent board, i.e. the board that it was created from.
Use the algorithm described above and not anything else.
Exercise 7.1 Write a program that:
Inputs a target location for a tile to reach x in argv1, y in argv2.
Demonstrates the correct solution reverse order is fine using plain text.

Conways Soldiers The 8Tile Puzzle

38 Chapter 7. Searching Boards 7.2 The 8Tile Puzzle
The Chinese 8Tile Puzzle is a 33 board, with 8 numbered tiles in it, and a hole into which
neighbouring tiles can move:
After the next move the board could look like: or The problem generally involves the board starting in a random state, and the user returning the board to the ordered 12345678 state.
In this problem, a solution could be found in many different ways; the solution could be recursive, or you could implement a queue to perform a breadthfirst seach, or something more complex allowing a depthfirst search to measure how close in some sense it is to the correct solution.
123
456
78
123
45
786
1
23
4 7
56
8
Exercise 7.2 Read in a board using argv1, e.g.:
To do this you will use a list of boards. The initial board is put into this list. Each board in the list is, in turn, read from the list and all possible moves from that board added into the list. The next board is taken, and all its resulting boards are added, and so on. This is, essentially, a queue.
However, one problem with is that repeated boards may be put into the queue and cycles occur. This soon creates an explosively large number of boards several million. You can solve this by only adding a board into the queue if an identical one does not already exisit in the queue. A linear search is acceptable for this task of identifying duplicates. Each structure in the queue will contain amongst other things a board and a record of its parent board, i.e. the board that it was created from.
Be advised that a solution requiring as few as 20 moves may take 10s of minutes to compute. If the search is successful, display the solution to the screen using plaintext.
Use the method described above and only this one. Use a static data structure to acheive this arrays and not a dynamic method such as linkedlists; a large 1D array of structures is acceptable. Because this array needs to be so large, its best to declare it in main using something like:

8tile 513276 48
static boardsNUMBOARDS;
Exercise 7.3 Repeat Exercise 7.2, but use SDL for the ouput rather than plaintext.
Exercise7.5 RepeatExercise7.4,butusinga55boardinstead.
Exercise 7.4 Repeat Exercise 7.2, but using a dynamic linkedlist, so that you never have to make any assumptions about the maximum numbers of boards stored.

9. Huffman and Trees
9.1 Depth
The following program builds a binary tree at random:
include stdio.h
include stdlib.h include assert.h include time.h
define STRSIZE 5000
struct node char c;
;
struct node left; struct node right;
typedef struct node Node;
Node MakeNodechar c;
void InsertRandomNode t, Node n; char PrintTreeNode t;
int mainvoid
char c;
Node headMakeNodeA; Node n;
srandtimeNULL;
forcB; cG; c
nMakeNodec;
InsertRandomhead, n;
printfsn, PrintTreehead;
return 0;
Depth
Two Trees
Huffman Encoding Binary Tree Visualisation

40 Chapter 9. Huffman and Trees
Node MakeNodechar c
Node nNode calloc1, sizeofNode;
assertn ! NULL; ncc;
return n;

void InsertRandomNode t, Node n
ifrand20LeftiftleftNULL
tleftn;
else
InsertRandomtleft, n;

elseRight
iftrightNULL trightn;
else
InsertRandomtright, n;

char PrintTreeNode t
char str;
assertstrcallocSTRSIZE, sizeofchar ! NULL; iftNULL
strcpystr, ;
return str;
sprintfstr, c s s, tc, PrintTreetleft, PrintTreetright; return str;

Each node of the tree contains one of the characters A … F. At the end, the tree is printed out in the manner described in the course lectures.
Exercise 9.1 Adapt the code so that the maximum depth of the tree is computed using a recursive function. The maximum depth of the tree is the longest path from the root to a leaf. The depth of a tree containing one node is 1.

9.2 Two Trees 41
9.2 Two Trees
Adapt the code shown in Exercise 9.1, so that two random trees are generated.
Exercise 9.2 Write a Boolean function that checks whether two trees are identical or not.
9.3 Huffman Encoding
Huffman encoding is commonly used for data compression. Based on the frequency of occurence of characters, you build a tree where rare characters appear at the bottom of the tree, and commonly occuring characters are near the top of the tree.
For an example input text file, a Huffman tree might look something like:
00101 5 125
110
111001010
00100000
01100000100
01100001101
1001001
0010010
1001100
00100110000
11100110010
00100010
01100000101
01100001001
11100110011
01100001000
01100001100
001001101
10010000
01100001011
00100111
111001101
10011011
111001110
10011010
111001000
010:
:
:
:
:
:
, :
:
. :
:
0 :
1 :
3 :
4 :
5 :
6 :
7 :
8 :
9 :
: :
A :
B :
C :
D :
E :
F :
G : 0110000000104 H : 1110011111107 I : 1110010011106 J : 1110011110111 3 K : 1110010111106
L :
M :
N :
O :
P : 1110011000106 R : 0110000111105 S : 100100018 19 T : 0010011001104 U : 1110010010105 W : 0110000001104 a : 10104 339 b : 11111107 60
001000118 15 1110011110011 3 0110000101011 2 0110000011111 2
3792 9 12 8 15
11 2 11 2 7 39 7 31 7 40 11 1 11 3 8 15 11 2 11 2 11 3 11 2 11 2 9 8 8 18 11 2 8 16 9 13 8 22 9 13 8 19 9 11

42
Chapter 9. Huffman and Trees
c :
d :
e :
f :
g :
h :
i :
j :
k :
l :
m :
n :
o :
p :
q :
r :
s :
t :
u :
v :
w :
x : 1110010110106 y : 0110016 72
100101677 011015143 0003473
100111
111000
11110
0100
01100000110
00100001
10110
101111
0111
0101
101110
00100110001
11101
0011
1000
111110
0110001
1111111
6 84 6 94 5 223 4 266
11 2 8 15 5 176 6 92 4 288 4 269 6 89
11 2 5 214 4 260 4 305 6 108 7 37 7 60
2916 bytes
Each character is shown, along with its Huffman bitpattern, the length of the bitpattern and the frequency of occurrence. At the bottom, the total number of bytes required to compress the file is displayed.
9.4 Binary Tree Visualisation
The course notes showed a simple way to print out integer binary trees in this form :
20105173021
You could also imagine doing the reverse operation, that is reading in a tree in the form above and displaying it in a friendlier style :
The tree has left branches vertically down the page and right branches horizontally right. Another example is :
1723468
which is displayed as:
Exercise 9.3 Write a program that reads in a file argv1 and, based on the characters it contains, computes the Huffman tree, displaying it as above.
203010 17 21
5

9.4 Binary Tree Visualisation 43
176
234 8
The above examples show the most compact form of displaying the trees, but you can use simplifying assumptions if you wish:
The integers stored in the tree are always0.
The integers stored in the tree are 5 characters or less in length.It is just as valid to print the tree in either of these ways :
16 0000100006 0000100006
2 7 00002 00008 00002 00007
345 000030000400005 000030000400005
Exercise 9.4 Write a program that reads in a tree using argv1 and the tree displayed to stdout with no other printing if no error has occurred.
Exercise9.5 Writeaprogramthatreadsinatreeusingargv1anddisplaysthetreeusing SDL.

10. ADTs and Algorithms I
10.1 Indexed Arrays
In the usual places are the files arr.h, arr.c, testarr.c and a makefile. These files enable you to build, and test, the ADT for a 1D Indexed Array. This simple replacement for C arrays is safe in the sense that if you write the array outofbounds, it will be automatically resized correctly using realloc. The interface to this ADT is in arr.h and its implementation is in arr.c. Typing make testarr, compiles these files together with the test file testarr.c. Executing .testarr should result in all tests passing correctly.
make f 1dadt.mk run Basic Array Tests … Start Basic Array Tests … Stop
Exercise 10.1 Build testarr, and check that you understand the use of the functions, including initialization, reading, writing and freeing. Use the makefile provided to run the code, and do some memoryleak checking etc.
10.2 Sets
Sets are an important concept in Computer Science. They enable the storage of elements members, guaranteeing that no element appears more than once. Operations on sets include initializing them, copying them, inserting an element, returning their size cardinality, finding if they contain a particular element, removing an element if it exists, and removing one element from a random position since sets have no particular ordering, this could be the first element. Other set operations include union combining two sets to include all elements, and intersection the set containing elements common to both sets.
https:www.mathsisfun.comsetssetsintroduction.html
https:en.wikipedia.orgwikiSetmathematics
The definition of a Set ADT is given in set.h, and a file to test it is given in testset.c.
www
www
Indexed Arrays
Sets
Towards Polymorphism Double Hashing Separate Chaining

46 Chapter 10. ADTs and Algorithms I
Exercise 10.2 Write set.c, so that:
works correctly. Your Set ADT will build on top of the Indexed Array ADT introduced in Exercise 10.1. Only write set.c. Alter no other files, including arr.c, arr.h, set.h or the Makefile.
make f setadt.mk run . testset
Basic Set Tests … Start
Basic Set Tests … Stop
10.3 Towards Polymorphism
Polymorphism is the concept of writing functions or ADTs, without needing to specify which particular type is being usedstored. To understand the quicksort algorithm, for instance, doesnt really require you to know whether youre using integers, doubles or some other type. C is not very good at dealing with polymorphismyoud need something like Python, Java or C for that. However, it does allow the use of void pointers for us to approximate it.
10.4 Double Hashing
Here we use double hashing, a technique for resolving collisions in a hash table.
Exercise 10.3 Extend the array ADT discussed in Exercise 10.1, so that any type can be usedfiles varr.h and testvarr.c are available in the usual placeuse the Makefile used there, simply swapping arr for varr at the top.
Exercise 10.4 Use double hashing to create a spelling checker, which reads in a dictionary file from argv1, and stores the words.
Make sure the program:
Use double hashing to achieve this.
Makes no assumptions about the maximum size of the dictionary files. Choose an
initial prime array size, created via malloc. If this gets more than 60 full, creates a new array, roughly twice the size but still prime. Rehash all the words into this new array from the old one. This may need to be done many times as more and more words are added.
Uses a hash, and double hash, function of your choosing.
Once the hash table is built, reads another list of words from argv2 and reports on
the average number of lookups required. A perfect hash will require exactly 1.0 look up. Assuming the program works correctly, this number is the only output required from the program.

10.5 Separate Chaining
Separate chaining deals with collisions by forming hopefully small linked lists out from a base array.
Exercise 10.5 Adapt Exercise 10.4 so that:
A linkedlist style approach is used.
No assumptions about the maximum size of the dictionary file is made.

10.5 Separate Chaining 47
The same hash function as before is used.
Once the hash table is built, reads another list of words from argv2 and reports
on the average number of lookups required. A perfect hash will require exactly 1.0 lookup, on average. Assuming the program works correctly, this number is the only output required from the program.

11. ADTs and Algorithms II
11.1 MultiValue Maps
Many data types concern a single value e.g. a hash table, so that a string say acts as both the key by which we search for the data and also as the object we need to store the value. An example of this a spelling checker, where one word is stored and searched for at a time. However, sometimes there is a need to store a value based on a particular keyfor instance an associative array in Python allows you to perform operations such as :
populationBristol536000
where a value the number 536000 is stored using the key the string Bristol. One decision you need to make when designing such a data type is whether multiple values are allowed for the same key; in the above example this would make no senseBristol can only have one population size. But if you wanted to store people as the key, with their salary as the value, you might need to use a MultiValue Map MVM since people can have more than one job.
Here we write the abstract type for a MultiValueMap that stores keyvalue pairs, where both the key and the value are strings.
Exercise11.1 ThedefinitionofanMVMADTisgiveninmvm.h,andafiletotestitisgiven in testmvm.c. Write mvm.c, so that:
works correctly. Use a simple linked list for this, inserting new items at the head of the list. Make no changes to any of my files.
Submit : mvm.c.
make f mvmadt.mk
. testmvm
Basic MVM Tests … Start
Basic MVM Tests … Stop
11.2 Rhymes
In the usual place is a dictionary which, for every word, lists the phonemes a code for a distinct unit of sound used to pronounce that word in American English. In this file the word itself, and its phonemes, are separated by a . For instance:
MultiValue Maps Rhymes
Faster MVMs

50
Chapter 11. ADTs and Algorithms II
BOYB OY1
shows that the word BOY has two phonemes : B and OY1.
A simple attempt at finding rhymes for boy would match every word that has OY1 as its final
phoneme. This gives you:
Using two phonemes to do the matching is too many, since the only matches are for words that have exactly the same pronunciation:
LABOY DEBOY BOY BOYE
which are not really rhymes, but homophones. Therefore, using the correct number of phonemes will be key to finding good rhyming words.
Here we will use the MutliValue Map written in Exercise 11.1 to create two maps. An MVM map1 stores the word as the key and its final n phonemes as a single string the value. Now map2 stores the word value, keyed by its final n phonemes as a single string. Looking up the phonemes associated with a word can be done using the word as a key 1 via map1, and looking up a word given its phonemes can be achieved using map2.
POLLOI MCVOY LAFOY ALROY ILLINOIS CROIX DECOY REDEPLOY CLOY LAVOY MOYE LOYE STOY PLOY KNOY EMPLOY ELROY JOY COY LACROIX DEVROY ENJOY LOY COYE FOYE MOY DOI BROY TOY LABOY ROI HOY ROYE NEU CROY SOY YOY MCCOY CHOY GOY ROY BOLSHOI MALLOY JOYE DESTROY DELACROIX1 DEBOY MCROY CHOI UNDEREMPLOY FLOY MCKOY TOYE AHOY BOY OYE SGROI FOIE1 TROY DEPLOY SAVOY UNEMPLOY
SCHEU WOY BOYE HOYE FOY OI HOI KROY EMPLOY1 FLOURNOY OIE MCCLOY ANNOY OY DEJOY
Exercise 11.2 Read in the dictionary, and for each line in turn, store the data in the two maps. Now for a requested word to be rhymed, search for its phonemes using map1 and then search for matching words using map2. The number of phonemes specified for this rhyming is given via the command line, as are the words to be rhymed:
The n flag specifies the number of phonemes to use you may assume the number associated with it always is always separated from the flag by a space. If no n flag is given then the value 3 is assumed. It only makes sense to use a value of nthe number of phonemes in the two words being checked. If you use a value greater than this, the results are undefined.
The list of words to be matched may be found on the command line:
. homophones n 3 RHYME
RHYME R AY1 M: PRIME RHYME ANTICRIME1 CRIME ANTICRIME GRIME RIME
.homophones n 4 CHRISTMAS PROGRAM PASSING
CHRISTMAS S M AH0 S: ISTHMUS CHRISTMAS CHRISTMAS PROGRAM G R AE2 M: CENTIGRAM ENGRAM HISTOGRAM WOLFGRAM MONOGRAM LOGOGRAM HOLOGRAM MICROGRAM SONOGRAM ANGIOGRAM TELEGRAM PROGRAMME ELECTROCARDIOGRAM ELECTROPHORETOGRAM REPROGRAM MILLIGRAM ANAGRAM PEGRAM POLYGRAM DIAGRAM EPIGRAM PROGRAM MAILGRAM MILGRAM INGHRAM CABLEGRAM
MAMMOGRAM KILOGRAM
PASSING AE1 S IH0 NG: GASSING MASENG SURPASSING KASSING
1Strictly speaking, we dont need the map1 to be capable of storing multiple values, since every word in the dictionary is unique. Well use it here though for simplicity.

11.3 Faster MVMs 51
Use the Makefile supplied for this task. Make the output as similar to that shown above as possible.
Submit : homophones.c.
HASSING PASSING AMASSING MASSING CLASSING HARASSING
11.3 Faster MVMs
The ADT for MVMs used in Exercise 11.1 is a simple linked listinsertion is fast, but searching is slow.
Exercise11.3 WriteanewversionofthisMVMADTcalledfmvm.cthatimplementsexactly the same functionality but has a faster search time. The file fmvm.h will change very little from mvm.h, with maybe only the structures changing, but not the function prototypes. A similar testing file to that used previously, now called testfmvm.c should also be written. Note that any ordering of data when using the mvmprint and mvmmultisearch functions is acceptable, so these cant be tested in exactly the same manner.
By simply changing the include from mvm.h to fmvm.h in your homephones.c file from Exercise 11.2, and compiling it against fmvm.c, I can test that program works identically.
Make it clear what you have done to speed up your searching and how using comments at the top of fmvm.h
Submit : fmvm.c, fmvm.h and testfmvm.c

12.1 Teletext
12. Parsing Data
In the early 1970s, Phillips Labs began work on transmitting digital information across the television network. The aim was to provide uptodate news and weather information via a television set. This system was trialled first by the BBC in a system that eventually became known as Ceefax and then on other independant British terrestrial stations as Oracle. A very similar system was implemented on the BBC microcomputer, known as Mode 7. An example of
Figure 12.1: An example Ceefax page circa 1983. Taken from
http:teletext.mb21.co.ukgalleryceefaxmain1.shtml
Teletext
Guido van Robot
Turtle Graphics
The UNIX awk program Neills Adventure Language

54 Chapter 12. Parsing Data
0x8 UnusedReserved Red Alphanumeric Green Alphanumeric Yellow Alphanumeric Blue Alphanumeric Magenta Alphanumeric Cyan Alphanumeric White Alphanumeric UnusedReserved UnusedReserved UnusedReserved UnusedReserved Single Height Double Height UnusedReserved UnusedReserved
0x9 UnusedReserved Red Graphics Green Graphics Yellow Graphics Blue Graphics Magenta Graphics Cyan Graphics White Graphics UnusedReserved Contiguous Graphics Separated Graphics UnusedReserved Black Background New Background Hold Graphics Release Graphics
0xA
! ,.
0xB 0 1 2 3 4 5 6 7 8 9
:
;?
0xCA B C D E F G H I
J K L M N O
0xD P Q R S T U V W X Y Z12
0xEa b c d e f g h i
j k l m n o
0xF p q r s
t u v w x y z 1434
0 1 2 3 4 5 6 7 8 9 A B C D E F
Table 12.1: The control codes and characters for alphanumeric mode. Note here because were using white paper foreground is shown in black and background in white. On a teletext screen we use white on a black background.
such a Ceefax screen is shown in Figure 12.1.
This project, inspired by such teletext systems, will allow a 4025 1000 character file
to be rendered to the screen, using similar control codes. However, some control codes are not implemented, including those to do with flashing or hidden text, and transparent backgrounds. In particular, our definition of the double height control code differs from that of the traditional one.
The Control Codes
This section is based to a large extent to Richard Russells description of Mode 7 on the BBC Micro: http:www.bbcbasic.co.uktccgenmanualtcgen2.html.
Coloured Text
By using the control codes 129135 0x810x87 in hexadecimal the rest of the line will have text in the selected foreground colour.
To change the background colour, you issue a foreground colour code first, and then the New Background character. All the following line will now have the appropriate background colour. Youll typically then need to choose a new foreground text colour.
Block Graphics
Teletext has a very limited ability to output lowresolution block graphics. These shapes take the place of other characters in the font and are enabled by issuing one of the coloured graphics codes e.g. red graphics. At this point the characters available for printing are as displayed in Table 12.2. These new graphics characters are made up of six smaller boxes, known as sixels. Each individual sixel has a code, either, 1,2,4,8,16 or 64 as shown in Figure 12.2. By adding these values together we can define which of these sixels are lit or not. If we wish the three lefthand ones to be lit wed use the base code 160 plus 1, 4 and 16181 0xB5 in hexadecimal. Therefore issuing the coding green graphics and then code 181 puts a green vertical bar on the screen.

12.1 Teletext 55
0 1 2 3 4 5 6 7 8 9 A B C D E F
0x8 UnusedReserved Red Alphanumeric Green Alphanumeric Yellow Alphanumeric Blue Alphanumeric Magenta Alphanumeric Cyan Alphanumeric White Alphanumeric UnusedReserved UnusedReserved UnusedReserved UnusedReserved Single Height Double Height UnusedReserved UnusedReserved
0x9 UnusedReserved Red Graphics Green Graphics Yellow Graphics Blue Graphics Magenta Graphics Cyan Graphics White Graphics UnusedReserved Contiguous Graphics Separated Graphics UnusedReserved Black Background New Background Hold Graphics Release Graphics
0xA
0xB
0xCA B C D E F G H I
J K L M N O
0xD P Q R S T U V W X Y Z12
0xE
0xF
Table 12.2: The control codes and characters for contiguous graphics mode.

56 Chapter 12. Parsing Data
0 1 2 3 4 5 6 7 8 9 A B C D E F
0x8 UnusedReserved Red Alphanumeric Green Alphanumeric Yellow Alphanumeric Blue Alphanumeric Magenta Alphanumeric Cyan Alphanumeric White Alphanumeric UnusedReserved UnusedReserved UnusedReserved UnusedReserved Single Height Double Height UnusedReserved UnusedReserved
0x9 UnusedReserved Red Graphics Green Graphics Yellow Graphics Blue Graphics Magenta Graphics Cyan Graphics White Graphics UnusedReserved Contiguous Graphics Separated Graphics UnusedReserved Black Background New Background Hold Graphics Release Graphics
0xA
0xB
0xCA B C D E F G H I
J K L M N O
0xD P Q R S T U V W X Y Z12
0xE
0xF
Table 12.3: The control codes and characters for separated graphics mode.

12.1 Teletext 57
1
2
4
8
16
64
Figure 12.2: Values for computing graphics codes, as added to the base code 160 0xA0 in hexadecimal.
Notice in Table 12.2 that some other characters are still available, particularly all capital letters. This allow simple printing of capitals, even when in graphics mode, and is know as blastthrough Text.
There is another set of block graphics, as shown in Table 12.3. For these, each sixel is separated from others by thin vertical and horizontal lines. This mode is known as separated graphics mode.
Held Graphics
Generally all control codes are displayed as spaces, in the current background colour. In the held graphics mode, control code 158 0x9E in hexadecimal, control codes are instead displayed as a copy of the most recently displayed graphics symbol. This permits a limited range of abrupt display colour changes. The held graphics character is displayed in the same contiguousseparated mode as when it was first displayed. If there has been a change in the textgraphics mode or the normaldoubleheight mode since the last graphics character was displayed, the held graphics character is cleared and control codes once again display as spaces.
To switch held graphics mode off, use the release graphics control code.
Double Height
By using the double height control code, characters are displayed as twice their normal size. Since they span two lines, the control codes and characters have to be repeated on the next line too, for them to be correctly displayed. The rule here, is that if a character is to be displayed as double height, the top half of the character is displayed on the first line, and the bottom half on the next line. The bottom half is only displayed as double height if the character vertically above it was also displayed in double height mode. The character in question need not be the same one.
Note: here we deviate from other definitions of this control code.
Some General Guidelines
Characters are considered 7bit the 8th bit was typically used for parity checking over the noisy television signal. Therefore any character less than 1280×80 should have 128 added to it. For, example if you read in character 32 space, it should be converted to character 160.
Each newline on the Teletext page automatically begins with White text, single height, contiguous graphics, black background, release graphics.
With the the exception of hold graphics see above, control characters are generally rendered in the same manner as a space would be. If the background is currently red and text colour yellow, say, then the control code would show as an empty red background.
Exercise 12.1 Implement a teletext rendering system. The 1000 character input file should be read in using argv1.
There are many ambiguities as to how various sequences of codes should be rendered. To help with this, several example files have been posted on the unit web page. If there is still doubt, make a bestguess and state your assumptions in the code.

58 Chapter 12. Parsing Data
Submit the testing you have undertaken, including examples and a description of your strategies. This should convince us that you have tested every line of code, and that it works correctly. If there are still issuesbugs state them clearly. Also, point out any bugs that you have successfully found using these approaches. Submit a file named testing.txt, along with any other files you feel necessary in the appropriate directory.
No particular strategy is mandated. You may wish to explore a couple and briefly discuss strengths and weaknesses.
Undertake an extension of your choosing. Examples of these include:
A system that allows you to quickly author teletext pages perhaps using a recursive
descent parser?
Automatic image to teletext conversion.
Automatic simple html to teletext conversion andor viceversa.
Remember, that the assessment is based on the quality of your coding, so choose something to demonstrate an aspect of programming or software engineering that you havent had a chance to use in the main assignment. Submit a file named extension.txt outlining, in brief, your contribution.
Hints
Dont add graphics too earlythe code is easier to test and debug with textual output to begin with.
I advise you to use SDL for your graphics output. The library provided previously contained two functions to deal with printing characters : NeillSDLReadFont and NeillSDLDrawString. The font file m7fixed.fnt provides the basic characters required here, but not the sixels. By understanding how the font data is rendered, the double height version of the characters should be relatively simple.
Dont try to do all aspects of this at oncebegin with coloured characters only. Add more advanced functionality later.
Plan how you are going to store your data early in the design process. Does each character need its own data structure? Does each line? Can this be abstracted?
Please create a directory structure, so that I can easily find the different subsections. Your testing strategy will be explained in testing.txt, and your extension as extension.txt. For the source and extension sections, make sure theres a Makefile, so that I can easily build the code.
Top Directory
source testing extension
…
… Makefile
… extension.txt
… Makefile
… …
testing.txt
Bundle all of these up as one single .zip submissionnot one for each subsection.

12.2 Guido van Robot 59
12.2 Guido van Robot
www
From
http:gvr.sourceforge.net
Guido van Robot can face in one of four directions, north, east, south, and west. He turns only 90 degrees at a time, so he cant face northeast, for instance. In Guidos world, streets run eastwest, and are numbered starting at 1. There are no zero or negative street numbers. Avenues run northsouth, and are also numbered starting at 1, with no zero or negative avenue numbers. At the intersection of a street and avenue is a corner. Guido moves from one corner to to the next in a single movement. Because he can only face in one of four directions, when he moves he changes his location by one avenue, or by one street, but not both!
Simple .wld File
Robot 5 4 N 1
Wall 3 2 N 6
Wall 2 3 E 4
Wall 3 6 N 6

60 Chapter 12. Parsing Data Wall 8 3 E 2
Wall 8 6 E
Simple .gvr File
move
move
move
move
turnoff

12.2 Guido van Robot 61
Do Loops
do 2 :
putbeeper
move turnoff
Conditional Loop
while frontisclear :
putbeeper
move turnoff
Branching
do 13 :
if frontisclear :
putbeeper
move else :
turnleft
turnoff
The Formal Grammar
PROGRAM
BLOCK
DO
WHILE
IF
TEST
WALL
BEEP
:: BLOCK
:: turnoff
move BLOCK
turnleft BLOCK
pickbeeper BLOCK
putbeeper BLOCK
DO BLOCK
WHILE BLOCK
IF BLOCK
:: do num :
BLOCK
:: while TEST :
BLOCK
:: if TEST :
BLOCK
if TEST :
BLOCK
else :
BLOCK
:: WALLBEEPCOMPASS
:: frontisclear
frontisblocked
leftisclear
leftisblocked
rightisclear
rightisblocked
:: nexttoabeeper
notnexttoabeeper
anybeepersinbeeperbag

62
Chapter 12. Parsing Data
COMPASS
nobeepersinbeeperbag
:: facingnorth
notfacingnorth
facingsouth
notfacingsouth
facingeast
notfacingeast
facingwest
notfacingwest
This ignores some Guido instructions, e.g. elseif and define. It also doesnt well explain how to spot the end of a DO etc. which is marked by a reduction in indentation. The definition of .wld files is so simple a recursive descent parser and hence grammar is not required.
Exercise 12.225 To implement a recursive descent parserthis says whether or not the given .gvr and .wld follow the formal grammar or not. The input files are specified via argv1 .gvr and argv2 .wld .
25 To implement an interpreter, so that the instructions are executed. Printing the world and robot to screen using simple characters is fine, but many will wish to use SDL.
25 To show a testing strategy on the aboveyou should give details of whitebox and blackbox testing done on your code. Describe any testharnesses used. Give examples of the output of many different turtle programs. Convince me that every line of your C code has been tested.
25 To show an extension to the project in a direction of your choice. It should demonstrate your understanding of some aspect of programming or SW engineering. If you extend the formal grammar make sure that you show the new, full grammar. Submit the programs and a Makefile so that I can:
Compile the parser by typing make parse.
Compile the interpreter by typing make interp.
Compile the extension by typing make extension.
Submit a test strategy report called test.txt. This will include sample outputs, any code
written especially for testing etc.
Submit an extension report called extend.txt. This is quite brief and explains the
extension attempted.
You need to be able to load a world file and a .gvr and say if they are valid of not.
Dont try to write the entire program in one go. Try a cut down version of the grammar
first, e.g.:
PROGRAM
BLOCK
DO
:: BLOCK
:: turnoff
move BLOCK
turnleft BLOCK
pickbeeper BLOCK
putbeeper BLOCK
:: do num :
BLOCK
Some issues, such as what happens if you hit a wall are not clear from the formal grammar. In this case, use your common sense, or do what the real program does.

12.3 Turtle Graphics 63
12.3 Turtle Graphics History
Many attempts have been made to create programming languages which are intuitive and easy to learn.
One of the best of these was LOGO which allowed children as young as 3 to learn a computer language.
A subset of this language involved a turtle which could be driven around the screen using simple instructions. The turtle, when viewed from above, was represented by a triangle.
An Example

FD 30 LT 45
FD 30 LT 45 FD 30 LT 45 FD 30 LT 45
FD 30 LT 45 FD 30 LT 45 FD 30 LT 45
FD 30
LT 45
Adding Loops

DO A FROM 1 TO 8
FD 30

64 Chapter 12. Parsing Data
LT 45

Using Variables

DO A FROM 1 TO 100
SET C : A 1.5;
FD C
RT 62

Nested Loops

DO A FROM 1 TO 50
FD A
RT 30
DO B FROM 1 TO 8
SET C : A 5; FD C
RT 45

12.3 Turtle Graphics 65
The Formal Grammar
MAIN ::INSTRCTLST
INSTRCTLST :: INSTRUCTIONINSTRCTLST

INSTRUCTION :: FDLT
RTDOSET
FD :: FD VARNUM
LT :: LT VARNUM
RT :: RT VARNUM
DO :: DO VAR FROM VARNUM TO
VARNUMINSTRCTLST
VAR :: AZ
VARNUM :: numberVAR
SET :: SET VAR : POLISH
POLISH :: OP POLISHVARNUM POLISH; OP ::
Exercise 12.3 Implement a recursive descent parserthis will report whether or not a given turtle program follows the formal grammar or not. The input file is specified via argv1there is no output if the input file is valid. Elsewise, a nonzero exit is made.
Extend the parser, so it becomes an interpreter. The instructions are now executed. Do

66 Chapter 12. Parsing Data
not write a new program for this, simply extend your existing parser. Output is via SDL. You may find the function call SDLRenderDrawLine useful.
Show a testing strategy on the aboveyou should give details of unit testing, whiteblack box testing done on your code. Describe any testharnesses used. In addition, give examples of the output of many different turtle programs. Convince me that every line of your C code has been tested.
Show an extension to the project in a direction of your choice. It should demonstrate your understanding of some aspect of programming or SW engineering. If you extend the formal grammar make sure that you show the new, full grammar.
Hints

All four sections above are equally weighted.
Dont try to write the entire program in one go. Try a cut down version of the grammar first, e.g.:
MAIN::INSTRCTLST
INSTRCTLST:: INSTRUCTIONINSTRCTLST

INSTRUCTION :: FDLTRT
FD:: FD VARNUM
LT:: LT VARNUM
RT:: RT VARNUM
VARNUM:: number
The language is simply a sequence of words even the semicolons, so use fscanf. Some issues, such as what happens if you use an undefined variable, or if you use a variable before it is set, are not explained by the formal grammar. Use your own commonsense, and explain what you have done.
Once your parser works, extend it to become an interpreter. DO NOT aim to parse the program first and then interpret it separately. Interpreting and parsing are inseparably bound together.
Submission
Your testing strategy will be explained in testing.txt, and your extension as extension.txt. For the parser, interpreter and extension sections, make sure theres a Makefile, so that I can easily build the code using make parse, make interp and make extension.

12.4 The UNIX awk program
Sometimes handling files containing numerical data in C may be somewhat arduous. A simple program to swap the first and second columns of a file is quite long in C.
For this reason, there is a simple language called awk which allows simple manipulation to be done on a line by line basis. For example:

print 2, 1;

swaps the first and second fields in a file. The whole program is applied to every line of the input file in turn.

12.4 The UNIX awk program 67
Other Examples of AWK
Printing fields in reverse order:
for iNF; i0; i print i
Adding up first column, print sum and average
s1
ENDprint sum is,s, average is,sNR
Notice the special variables NR and NF. Other special variables include FS which defines how fields are separated default space and tab. See man awk for more information.
The CAWK formal grammar
This assignment involves writing a recursive descent parser for a simple, cutdown version of awk called cawk. It is based on the following formal grammar:
PROG
ILST
INSTR
LET
USER
RD
INDEX
SPEC
NUMVAR
POLISH
OPER
OPERATOR
IF
TEST
COND
PRINT
FOR
:ILST
ILST ENDILST
: INSTR ILST
: LETIFPRINTFOR
: LET USERPOLISH :A..Z
: USER INDEX SPEC : numberUSERSPEC
:
: numberRD
: OPERPOLISH;
: NUMVAROPERATOR :
: IFTEST ILST
: NUMVAR COND NUMVAR :!
: PRINT NUMVARPRINT string : FOR USERNUMVAR TO
NUMVAR STEP NUMVARILST
Note, you may assume that the program consists of a list of words separated by whitespace.
is the number of records.
is the number of fields in the current record.
0is the entire line
iis the ith field of the record
Examples of CAWK

PRINT2
PRINT1
PRINT n

Print fields in reverse order:

68
Chapter 12. Parsing Data

FOR I TO 1 STEP 1
PRINTI
PRINT n
Exercise 12.4 Write a C program to implement the above formal grammar. Your program should read in a cawk program argv1 and expect the data file to be read from standard input or from argv2 if specified.
The marks are split as follows:
25 To implement a recursive descent parserthis says whether or not a given
CAWK program follows the formal grammar or not.
25 To implement an interpreter, so that the instructions are executed.
25 To show a testing strategy on the aboveyou should give details of whitebox
and blackbox testing done on your code. Describe any testharnesses used. Give
examples of the output of many different cawk programs.
25 To show an extension to the project in a direction of your choice. It should
demonstrate your understanding of some aspect of programming or SW engineering.
If you extend the formal grammar make sure that you show the new, full grammar. Submit the programs and a Makefile so that I can:
Compile the parser by typing make parse.
Compile the interpreter by typing make interp.
Compile the extension by typing make extension.
In addition:
Submit a test strategy report called test.txt. This will include sample outputs, any code
written especially for testing etc.
Submit an extension report called extend.txt. This is quite brief and explains the
extension attempted.

12.5 Neills Adventure Language
Some of the very earliest computer games were textbased adventures e.g. Colossal Cave
https:en.wikipedia.orgwikiColossalCaveAdventure
Here we write a simple language NAL which allows us to write simplified versions of such games, focussing on setting variables and printing. The grammar is as follows:
www
PROGRAM :INSTRS
INSTRS : INSTRUCT INSTRS
INSTRUCT : FILEABORTINPUTIFCONDINCSETJUMPPRINTRND
Execute the instructions in file, then return here e.g. :FILE test1.nal
FILE : FILE STRCON
Haltabort all execution right now ! ABORT : ABORT

12.5 Neills Adventure Language 69
Fill a numbervariable with a number, or 2 stringvariables with string :
IN2STRC, ZERor INNUMNV
INPUT : IN2STRSTRVAR , STRVAR INNUMNUMVAR
Jump to the nth word in this file the first word is number zero!
Brackets count as one word, things in quotes count as one word, e.g. :JUMP 5
JUMP : JUMP NUMCON
Output the value of variable, or constant, to screen with without a linefeed
PRINT : PRINT VARCON PRINTN : PRINTN VARCON
Set a variable to a random number in the range 099 e.g. :
RNDN
Number should be seeded via the clock to be different on successive executions
RND : RNDNUMVAR
If conditiontest is true, execute INSTRS after brace, else skip braces IFCOND : IFEQUALINSTRSIFGREATERINSTRS IFEQUAL : IFEQUALVARCON , VARCONIFGREATER : IFGREATERVARCON , VARCON
Add 1 to a numbervariable e.g. :INCABC
INC : INCNUMVAR
Set a variable. All variables are GLOBAL, and persist across the use of FILE etc.
AHello or B17.6 SET : VARVARCON
Some helpful variableconstant rules
Here ROT18 is ROT13 for letters and rot5 for digits VARCON : VARCON
VAR : STRVARNUMVAR
CON : STRCONNUMCON
STRVAR : AZ
NUMVAR : AZ
STRCON : A plaintext string in doublequotes, e.g. HELLO.TXT,
or a ROT18 string in hashes e.g. URYYB.GKG
NUMCON : A number e.g. 14.301
www
Note that string constants can be entered via the use of double quotes, or using hashes to encode strings using ROT18
https:en.wikipedia.orgwikiROT13
in which characters are encodeddecoded according to:
Plain: ABCDEFGHIJKLMNOPQRSTUVWXYZ
ROT13: NOPQRSTUVWXYZABCDEFGHIJKLM Plain: abcdefghijklmnopqrstuvwxyz ROT13: nopqrstuvwxyzabcdefghijklm Plain: 0123456789
ROT5 : 5678901234

70 Chapter 12. Parsing Data
the algorithm allows obvious spoilers to be hidden from users browsing through .nal files, but is simple to apply.
A simple program showing the use of assignment, conditionals and ROT18 is shown:
Here stringvariablesand numbervariablesare initialised.
The use of JUMP is shown nextthis allows execution to move a chosen word in the
program. Strings inside quotes count as one word, so the following contains six words:
FILE allows another file to be executed as PROG and then execution returns to the original when finished. All variables are shared across files and are global:
RND sets a variable to a number in the range 099, while INC adds one to a number variable.

ANeill
E12.4
IFEQUALA , Arvyy
PRINT Uryyb Jbeyq!

PRINT Warning : Infinite Loop ! JUMP 1

PRINT In test4, before
FILE test1.nal
PRINT In test4, after

C0
RNDAPRINT A
INCCIFGREATERC , 9
ABORT
JUMP 4
ABORT halts execution instantly.
A simple guessing game is shown below:

PRINT Im thinking of a number 099.nCan you guess it?
RNDMINECNT0
INCCNT
PRINT Type in your guess INNUMGUESS
IFGREATERCNT , 7 PRINT Gbb znal gevrf : ABORT

12.5 Neills Adventure Language 71

IFGREATERGUESS , MINE
PRINT Too Big ! Try again …
JUMP 10
IFGREATERMINE , GUESS PRINT Too Small ! Try again …JUMP 10

IFEQUALMINE , GUESS
PRINT Lbh thrffrq pbeerpgyl, lbh jva :
PRINTN Number of goes PRINT CNT
ABORT

INNUM gets a number float from the user, and the use of PRINT with a newline after, and PRINTN without a newline after is demonstrated.
Exercise 12.5
40 Implement a parser. The .nal file should be read in using argv1. If the file is parsed correctly, the only out should be:
30 Implement an interpreter, building on top of the parser in the manner described in the lectures. Do not write a brand new programinterpretation will be done alongside parsing.
20 Submit the testing you have undertaken, including examples and a description of your strategies. This should convince us that you have tested every line of code, and that it works correctly. If there are still issuesbugs state them clearly. Also, point out any bugs that you have successfully found using these approaches. Submit a file named testing.txt, along with any other files you feel necessary. Due to the recursive nature of this assignment testing is nontrivialsimply submitting many .nal files that
work is not sufficient. No particular strategy is mandated. You may wish to explore a couple and briefly discuss strengths and weaknesses.
10 Undertake an extension of your choosing. Remember, that the assessment is based on the quality of your coding, so choose something to demonstrate an aspect of programming or software engineering that you havent had a chance to use in the main assignment. Submit a file named extension.txt outlining, in brief, your contribution.
Hints
first. Buildup from the 01s example given in lectures.
Some issues, such as what happens if you use an undefined variable, or if you use
a variable before it is set, are not explained by the formal grammar. Use your own
commonsense, and explain what you have done.
Once your parser works, extend it to become an interpreter. DO NOT aim to parse the
program first and then interpret it separately. Interpreting and parsing are inseparably bound together.
Dont try to write the entire program in one go. Try a cut down version of the grammar
Parsed OK

72 Chapter 12. Parsing Data Submission
Your testing strategy will be explained in testing.txt, and your extension as extension.txt. For the parser, interpreter and extension sections , make sure theres one Makefile, so that
I can easily build the code using make parse, make interp and make extension. Ive given an example makefile in the usual place, but this is an example onlyyours may be different. I wrote only one program nal.c and built the two different version by setting
a define via the makefile with DINTERP. Inside the code itself ifdef INTERP and endif are used. Also make sure that basic testing is available using make testparse and make testinterp.
Place all the files required for your submission in a single .zip file called nal.zipthis file will not contain other zipped files.

A. Appendix : Lab Tests
Examination Rules
This is an exam. Please:
Wait to be seated by a Lab. supervisor.
Do not talk to anyone else.
Do not use a Web browser, unless instructed to do so e.g. to submit files.Do not use an email connection.
Do not use other electronic devices such as laptops, tablets or phones.
Do not look in other peoples directories.
Do not use code written in groups with others students.
DO use text books, lecture notes, man pages etc.
If you do not obey the above rules you will be asked to leave.
People arriving late may not be allowed into the Lab.
You have one hour. There is additional time in case a server crashes or some other problem
occurs.
Submitting Your Work
As you complete each part, submit it online using the Blackboard submission system. Do not submit files that dont work.
For multipart questions, if you complete Part 1, submit a file called part1.c. If you complete Part 2, submit a file called part2.c and so on.
No partial marks are available. The only possible scores for each subpart are pass 100 or fail 0.
Code Style
Your code bf must compile without warnings using the gcc flags:
pedantic Wall Wextra Wfloatequal ansi O2
Do NOT use any global variables.
Anagrams Isograms Mutating Boards

74 Chapter A. Appendix : Lab Tests A.1 Anagrams
Part 1 60
An anagram is a rearrangement of a word, using all the letters. Two words are said to be anagrams if they have the same characters, but in a different order. For instance the words
parsley, players and replays are all anagrams of each other.
Since you need to rearrange the words, two identical words, by definition, are not anagrams. Using the following template, fill in the function anagram, so that the program runs
successfully :
include stdio.h
include string.h
include ctype.h
include assert.h
int anagramchar s1, char s2;
int mainvoid

assertanagramelvis, lives1;
assertanagramdreads, sadder1;
assertanagramreplays, parsley1;
assertanagramlisten, silent1;
assertanagramorchestra, carthorse1;
Two identical words are not anagrams
assertanagramelvis, elvis0;
assertanagramneill, neil0;
assertanagramneil, neill0;
assertanagramhorse, short0;
return 0;
int anagramchar s1, char s2

Part 2 40
A deranged anagram has two words with the same characters, but the same character does not appear in the same position.
The words elvis and lives are not a derangement since the s is in the same position in both words. However, dreads and sadder are, since no letter appears in the same position between the two words.
Extend the program above so that the following assertions, inside main are correct:
Obviously, your program will need to run for other, unseen but similar, test cases.

A.2 Isograms 75
assertderangeelvis, lives0;
assertderangedreads, sadder1;
assertderangereplays, parsley1;
assertderangelisten, silent0;
assertderangeorchestra, carthorse1;
A.2 Isograms Part 1 60
An isogram is a word that has no repeating letters. For instance the words graciously, disgrace ful and productively are all isograms. However, the word dazzlingly is not it contains the letters z and l twice.
Using the following template, fill in the function isogram, so that the program runs successfully :
include stdio.h
include string.h
include ctype.h
include assert.h
int isogramchar s;
int mainvoid

assertisogramprogramming0;
assertisogramhousewarmings0;
assertisogramabductions1;
assertisogramhousewarming1;
assertisogramhydromagnetics1;
assertisogramuncopyrightable1;
return 0;

int isogramchar s

Part 2 40
Using the isogram function written above, write a program which finds the longest isogram in a file of words. The name of the file is provided via the use of argv. On success, the program simply outputs the longest word and its length, nothing else. For example :
.parttwo eowlshuffle.txt
waveringly 10
The file may contain many isograms of equal longest length. In this case, outputting any one of them will do.

76 Chapter A. Appendix : Lab Tests A.3 Mutating Boards
Part 1 60
Write a function that fills up a square board, randomly, with an integer 0…9. Use a:
define N 20
to define the size of the board. Write another function to print the board. The board may look something like:
36753562912709360626
18792023759228973612
93194784503610632061
55476569374525474430
78688431492068926649
50487172722610615949
09177115977673656394
81293908850963856115
98481030444476317596
21785741859753883189
64333860488897764303
09254059469224775481
28936802105110850646
25862847240629908131
10340391969338056640
04626756987282996027
61321599149107587048
04296104222055290283
80409196254499360502
94351743146942264128
Write a function to mutate the board. Mutating is done like this:
Choose two random locations which are horizontally adjacent next to each other left
right.
Swap these two numbers on the board if the left one is greater than the right one, numeric
ally.
Choose two random locations which are vertically adjacent next to each other updown.
Swap these two numbers on the board if the upper one is greater than the lower one,
numerically.
Repeat the above steps NNN times.
Now print out the board. It should look something like :
00000000000001111224
00000001111111233456
00000111112222244456
00001122222333445666
00112222223333555667
01112223333334556678
01112223334445556779
01122333344445556789
01223334444455666789
01223344445556666789
01223344455666667789
01224444456666777889
01234455566677777889
01234555666677788899
01234555666778888899

A.3 Mutating Boards 77
12234566677788888999
12345567777888889999
12445677788888899999
34446678889999999999
46678899999999999999
Ensure that if you change the size of your array, by changing your define that the program still operates correctly.
Part 2 40
Adapt the code above, so that the algorithm is:
Choose two numbers at random locations on the board.
Check that of these two numbers, the one closest to the centre of the array is numerically
less than the number furthest away from the centre. If not, swap them.Repeat the above steps NNNN times.
Once again randomise the array initially, and ensure that after changing your define the program still works correctly.
When N21, the array may look something like:
999998887777788899999
999987666656666788999
998876554444555678899
998665443333444566889
987654333222233456789
876543322112223345678
865443211111112334568
765432111000011234568
765422100000001234567
764321100000001223467
764321100000001123457
764322100000001223467
765422100000001224567
865432110000011234568
865432211111122334568
876543322212223345678
987654333222233456789
988665444333344567889
998876555444455678899
999887666656666789999
999998887777788899999