CMSC 330, Fall 2011
Organization of Programming Languages
Project 1 - Maze Solver
As we saw in lecture, Ruby provides rich support for tasks that involve text processing. For this project, you'll write a Ruby program that processes text files containing maze data, and you will analyze that data to determine certain features of each maze. The goal of this project is to allow you to familiarize yourself with Ruby's built-in data structures and text processing capabilities.
Getting StartedDownload the following zip archive p1.zip. It should include the following files:
Simple Maze Data File Format
To get started on the more interesting parts of the project more quickly, we have provided a parser for you that parses maze files in a simple format. We describe this format here. The maze data files have a relatively simple structure. Here's an example:
16 0 2 13 11 0 0 du 123.456 0.123456 0 1 uldr 43.3 5894.2341 20.0 5896.904 ... path path1 0 2 urdl path path2 0 2 drlr
The first line in the file is the maze header. It has the form:
<size> <start_x> <start_y> <end_x> <end_y>
These fields indicate (respectively) the size of the maze and the (x,y) coordinates for the start and end points. Coordinates start in the upper left-hand corner of the maze and increase as they move down and right. For example, in a maze of size 16, (0,0) is the upper-left corner, and (15,15) is the lower-right corner. All mazes are square.
For this assignment, coordinate (0, 0) is the upper-left corner of the maze and (<size - 1>, <size - 1>) is the lower-right corner. This means that moving down from a cell increases its y value, and moving right from a cell increases its x value. Thus going up from (5, 8) would take you to (5, 7), going down would take you to (5, 9); going left or right would respectively lead to (4, 8) and (6, 8).
Unlike common mazes that one might find on paper, the start and end points are arbitrary points inside the maze. A valid maze has no openings in the outer wall. The outer perimeter of the maze is a single, solid wall, so you needn't worry about accidentally walking through an open wall out into the space outside the maze.
Every line beyond the first can represent either a cell in the maze or a path through the maze. Each cell specifies where walls are (more precisely are not) in the maze, while a path is a trip through the maze defined by the cells.
Lines representing cells take the form:
<x> <y> <dirs> <weights>
The dirs part is a set of up to four "open wall" characters, (any combination of 'udlr', representing up, down, left, right), followed by up to four floating point weights (separated by spaces), one per character in dirs. For example,
4 7 lur 1.3 5.6 8.2
indicates that the cell at coordinates (4,7) has open walls that lead left, up, and right from that cell. The characters can appear in any order, but may only include 'udlr', and each letter may appear at most once. A wall is not open if its representative character is not in this list. Similarly, if a maze specification does not mention a particular cell, then you can presume that all of that cell's walls are closed.
Following the list of open walls is a list of weights for each wall opening. These appear in the same order as the open walls: in the example above, the left opening has weight 1.3, the up opening has weight 5.6, and the right opening has weight 8.2. We'll explain what these weights will be used for later.
Lines representing paths take the form:
path <path_name> <start x> <start y> <move 1><move 2>...
In the simple format, there is one path per line. Each path consists of a name, a starting x/y coordinate, and a list of directions (which we'll call "moves"), all concatenated together, that the path takes to reach its destination. The start coordinates must consist only of integers, and directions may only include the letters "u," "d," "l," and "r,"; for example:
path path1 0 2 uurrddllThe path path1 starts at coordinates (0,2) and then proceeds up twice, right twice, down twice, and left twice, to reach its starting point.
The file we have given you will parse in the data in this format. The parser is invoked by the mode print, which prints its results so you can see how it has parsed the different parts of the maze. (You'll change the implementation of print before finishing the project, as described below.)
Part 1: Find Maze Properties
The first thing your program will do, of course, is to read in the maze using the parser provided. You may assume all maze files in the simple format are valid. Your program will then compute various properties of the maze, according to the command (mode) it is given. Here are two simple properties you'll compute: the number of closed cells, and the number of open walls in each direction."
First, if we invoke your script with the mode closed, your script should output one line listing exactly the number of closed cells in the maze, where a closed cell is one with no open walls. For example,
% ruby maze.rb closed maze1 2
Second, if we invoke your script with the open mode, your script should output the number of open walls in each direction, in the order u, d, l, r. They should be formatted exactly as appears below.
% ruby maze.rb open maze1 u: 8, d: 8, l: 7, r: 7
Part 2: Rank Paths By Cost
As described in the introduction, some maze files will contain paths. These paths run from the start cell of the maze to its end cell. You will need to use the weights for each opening in the maze to calculate the cost of each path, and then sort the paths in order of cost from lowest to highest. For example, if the coordinates (in a simple maze file)
path path1 0 1 drdu
appear in a path, and the cell at (0,1) is defined as
0 1 ldr 342.54 958.1 3.126
the cost of the first move in the path will be 958.1 (the weight for the "d" opening). The cost of a whole path is the sum of the weight of each opening through which it passes.
Your program should print a comma separated list of the name of each path in order of cost from lowest to highest.
% ruby maze.rb paths maze2 path1, path2
This means that the path named "path1" was the least expensive, the path named "path2" was second least expensive, etc...
If a maze contains no paths, your program should simply print None.
% ruby maze.rb paths maze1 None
The file maze1 contains no paths, so None is printed.
Part 3: Pretty-print Maze
It is difficult to understand the layout of the mazes in this assignment thanks to their textual format. For this part of the assignment, you'll implement a "pretty-printing" function for mazes. Your pretty print format will use the following conventions:
Your program will print a maze in this format when executed with the "print" command.
% ruby maze.rb print maze1 +-+-+-+-+ |s| | | + + + +-+ | | +-+ + + + | | | + +-+ +-+ | | | e| +-+-+-+-+
In this example, the maze starts at (0,0) and ends at (3,3). Each cell is represented by " ", "s", or "e"; walls are represented by "|" or "-", and are joined by "+" characters.
Part 4: Decide Whether Maze Is Solvable
Now we want to use your script to determine whether or not a maze can be solved. The way we recommend you do this is by actually finding a path from the start to the end (that is, by solving the maze!).
We recommend you do this by implementing breadth-first or depth-first search for you maze representation. If, after exploring all cells that are reachable (through open walls) from the start cell, you have not reached the end cell, the maze cannot be solved. If you encounter the end cell while traversing the maze, there exists a path from start to finish, and the maze can be solved. There may be multiple paths from the start cell of a maze to its end cell, but your program need only find one.
Note that you do not need to return the length of the path from start to finish—your program will only need indicate whether a path exists by printing "true" when a maze can be solved and "false" otherwise.
% ruby maze.rb solve maze1 true
Part 5: Parse Standard Maze FilesStandard maze files use a more complex file format, described below. If we invoke your script with the mode parse, your script needs to read in and parse a standard maze file using Ruby regular expressions, then output the maze in the simple maze file format.
Some lines in a standard maze file may not be exactly in the format specified. If any such invalid lines exist, your script should output invalid maze followed by each invalid line in the maze file. For example
% ruby maze.rb parse maze1-std ...prints out maze1-std in simple maze format... % ruby maze.rb parse maze3-std invalid maze ...prints out all invalid lines in maze3-std...
In addition, path names in standard maze files containing escaped quotes (e.g., \"path1\") must be converted to path names with normal quotes (e.g., "path1") in the standard maze file output.
Standard Maze File Format
Standard maze data files differ as follows from their simple counterparts. Here's an example:
maze: 16 0:2 -> 13:11 0,0: du 123.456,0.123456 0,1: uldr 43.3,5894.2341,20.0,5896.904 ... "path1:(0,2),u,r,d,...,l","path2:(0,2),d,r,l,...,r"
A standard file contains several lines of text according to the following format. The first line is the header, as in the simple case, and is now formatted as follows:
maze: <size> <start_x>:<start_y> -> <end_x>:<end_y>
Notice that now the line begins with the keyword maze, uses separate delimiters in various places (commas or colons instead of spaces), and has a textual arrow -> between the starting and ending coordinates. Lines missing any of the above formatting (maze keyword, colons, etc.) or having any extra fields are invalid.
Lines representing cells take the form:
<x>,<y>: <dirs> <weights>
Following the coordinates (x and y, separated by a comma) is a colon, a space, a set of up four "open wall" characters ('udlr'), and a comma-separated list of floating point weights (with no space between the commas). Here is the formatting for the example given earlier, for the simple format:
4,7: lur 1.3,5.6,8.2
Lines representing paths take the form:
"path1_name:(<start x>,<start y>),<move 1>,<move 2>,...","path2_name:(<start x>,<start y>),..."
There are several differences with how paths are formatted in standard maze files, compared to simple maze files. First, each line of text may contain more than one path, with each path contained within a pair of quotation marks (") and separated by commas. Note that path names can contain any character except space or colon, and quotation marks in path names will be escaped (\"). The first line in the example below shows two path specifications; each path is identified by the second line (which would not appear in an actual data file):
"path1:(0,2),l,...","path\"2\":(0,2),d,..." [ first path ] [ second path ]
In the example
The first path (named "hello-world") starts at (0,2), continuing to (0,1), (1,1), (1,2), and so on. The second path (named "goodbye-world") also starts at (0,2), but instead moves to (0,3), (1,3) and so on.
If any path names contain escaped quotes, they must be converted to normal quotes. For instance the names path\"3\" and \"path4\" should be converted to path"3" and "path4" in the simple maze file format output.For examples of how standard maze files are parsed and used to generate simple maze files (or report errors), look at the files maze1-std.parse.out, maze2-std.parse.out, maze3-std.parse.out, and maze4-std.parse.out generated from maze1-std, maze2-std, maze3-std, and maze4-std.
Project SubmissionYou should submit a file maze.rb containing your solution. You may submit other files, but they will be ignored during grading. We will run your solution by invoking:
where <mode> describes what the tool should do (see above), and <file-name> names the file containing the maze data.
Be sure to follow the project description exactly. Your solution will be graded automatically, and so any deviation from the specification will result in losing points. In particular, if you have any debugging output in your program, be sure to turn it off before you submit your program.You can submit your project in two ways:
Hints and Tips
The Campus Senate has adopted a policy asking students to include the following statement on each assignment in every course: "I pledge on my honor that I have not given or received any unauthorized assistance on this assignment." Consequently your program is requested to contain this pledge in a comment near the top.
Please carefully read the academic honesty section of the course syllabus. Any evidence of impermissible cooperation on projects, use of disallowed materials or resources, or unauthorized use of computer accounts, will be submitted to the Student Honor Council, which could result in an XF for the course, or suspension or expulsion from the University. Be sure you understand what you are and what you are not permitted to do in regards to academic integrity when it comes to project assignments. These policies apply to all students, and the Student Honor Council does not consider lack of knowledge of the policies to be a defense for violating them. Full information is found in the course syllabus---please review it at this time.