Bit Transfiguration
- Assign: Monday, 11 February
- Due: 11:59pm Wednesday, 20 February
- Policy: Individual graded synthesis assignment
-
Code:
cs240 start bits --solo
- Submit:
git commit
,cs240 sign
, andgit push
your completed code. - Reference:
- data as bits
- integer representation
- K&R 2.7, 2.9
- C for Python programmers
Contents
- Overview
- Setup
- Tasks
- Preparatory Exercises
- Puzzle Specifications
- Compiling and Testing
- Submission
- Grading
Overview1
This assignment requires you to solve a series of programming puzzles using only bitwise operations. Some puzzles may seem far removed from your previous programming experience, but bit manipulations like these are crucial for efficiency in essential applications such as cryptography, data compression, or encoding and decoding pictures, audio, video, and more. The puzzles will push you to think in new ways and internalize how computers deal with bit representations. Mind-twisters, enlightenment, and fun await!
Goals
- To understand the representation and manipulation of data as bits.
- To communicate how low-level bitwise operations relate to high-level data operations through representation.
- To master unsigned and two’s complement number representation.
- To become comfortable with basics of the C programming language.
- To practice using command-line tools for programming.
- To have at least one mind-blowing realization about two’s complement.
Advice
This is your first 240 code assignment. It is more challenging (and fun!) than the paper exercises that precede it. Here is some advice:
-
Start early. This assignment takes considerably longer than the earlier paper exercises. Allow time to work, get stuck, sleep on it, and come back repeatedly. Any recent CS 240 alum will confirm that we are serious about starting early!
-
Learn the tools early. It will pay off all semester (and beyond).
-
Prepare and plan before you code. Complete the preparatory exercises. Try some pencil-and-paper or whiteboard hacking to design your solution before you start typing C.
-
Commit and push often. Each time you get a new function working (or even just closer to working),
git add
andgit commit
your work. Alsogit push
your commits reasonably often. If things go wrong later you can always recover your work.
Time Reports
In Fall 2018, this assignment required solving one (difficult) puzzle which the Spring 2019 assignment does not require. According to self-reported times from Fall 2018:
- 25% of students spent <= 7 hours.
- 50% of students spent <= 9 hours.
- 75% of students spent <= 12 hours.
Compared to other CS 240 code assignments, this assignment has a higher reported median work time per available time ratio: 9 hours / 8 days using Fall 2018 self-reported time information and the Spring 2019 assignment schedule. Most code assignments have a similar median reported work time, but longer available time from release to deadline.
Setup
Learn the Tools
For this assignment, you need a set of programming tools that you will use repeatedly throughout CS 240. You are not expected to know these coming into CS 240. We introduce tools in lab activities, but practice on your own time is necessary and beneficial. If you did not finish during lab activities:
- Complete the lab
tutorials
on the command line, the Emacs, and C, referring to additional
documentation as needed.
- If you are not familiar with Java (or C), but you know some Python, check out C for Python programmers.
- Set up your CS lab account (and optionally the csenv appliance) for CS 240.
- Read to understand the purpose of version control for CS 240 assignments.
- Complete the Git and CodeTub setup and Solo Basics tutorial.
CS 240 code assignments require a CS 240 computing environment.
CS 240 code assignments are designed, tested, and graded in the CS 240 computing environment, since low-level system details matter in this course. We guarantee support (help with provided tools) and consistency (our grading and your testing use the same environment) only for work on the lab workstations and the csenv appliance.
Get the Code
Each student is provided with a true repository hosted on the CS 240 repository server. This repository contains starter code and is where you will submit your work for the assignment.
To start, run cs240 start bits --solo
to create your hosted repository and
clone it to your local computer account.
- As you make changes, record them with
git add
andgit commit
and submit them (or make backups) withgit push
. - The assignment manifest at the top of every assignment gives steps necessary to obtain starter code.
- The Solo Workflow summary or the full Git and CodeTub tutorial describe this process in more detail.
Your Beginner’s Bit Transfiguration Kit contains the following files, explained in later sections of this document:
bits.c
: you will edit this filebtest.c
,dlc
,driver.pl
: testing code and toolsMakefile
: recipes to compile testing code with themake
commandREADME
: documentation of testing tools- remaining files are additional support for testing
Tasks
Your task is to solve the given bit puzzles and explain your
solutions. The bits.c
file contains rules, specifications, and
function templates for the programming puzzles. For each puzzle, you
must:
- Implement the function according to the specification and coding rules.
-
Explain in one or more comments how and why your solution works.
Translating the operations into English or re-explaining the high-level specification do not suffice. You must demonstrate that you understand the link between the high-level behavior and its low-level implementation. How/why do the effects of the individual operations combine to implement the specification?
Grading considers correctness and compliance of your implementations as well as effectiveness of your explanations.
The remainder of this document describes:
- Preparatory exercises to help you review and start the assignment.
- Specifications and rules for the puzzle functions you must implement.
- Documentation of how to compile and test your implementation.
- Grading criteria.
Preparatory Exercises
CS 240 code assignments include preparatory exercises. Preparatory exercises are required, but not graded (unless otherwise noted).
Preparation is your ticket for assistance.
- You must complete the preparatory exercises (and show evidence) before asking questions about code or debugging on the main assignment.
- You may ask questions on preparatory exercises at any time.
A. Learn your tools.
Complete the setup steps above to learn software tools and acquire assignment code.
B. Practice bitwise thinking.
Examine the code below. You have seen it in class.
unsigned puzzle(unsigned x, unsigned y) {
unsigned result = 0;
for (unsigned i = 0; i < 32; i++){
if (y & (1 << i)) {
result = result + (x << i);
}
}
return result;
}
- Simulate this code on the (
x
,y
) pairs (2,3), (3,9), and (5,2). - Can you think of a better name for this function, describing what
it computes from
x
andy
? - Why does this code work to implement the operation you named?
- Recommended: Try some practice problems from CSAPP: 2.8, 2.9, 2.14, 2.16
- Review exercises from the Integer Arithmancy assignment.
C. Read the instructions.
As you read this document and the coding rules given in bits.c
,
complete these exercises to familiarize you coding restrictions, the
compilation process, and puzzle functions.
- What command should you run to compile your code?
- What command should you run to test both correctness and compliance of your solutions?
- Where are loops allowed?
- How many arguments does the
thirdBits
function take? What operators are allowed inthirdBits
?
D. Review your lab notes.
You should see the solutions to 1 or 2 of the puzzle functions in lab. Check your notes to save some time!
Puzzle Specifications
General Restrictions
All puzzle function implementations must obey the restrictive
coding rules at the top of bits.c
. Read the rules
carefully before starting – they are essential. The rules restrict
you to performing only bit-level operations on data. The purpose of
these restrictions is to force you to think about the data as bits.
Due to the restrictions, your solutions may not be the simplest or
most efficient way to accomplish the function’s goal, but the process
of working out the solution should make the notion of data as bits
completely clear.
Individual Specifications
For each individual function:
- A function header comment in
bits.c
gives:- a specification of the function’s behavior
- the set of operators allowed (a specific subset of the operators
~ & | ^ + << >> !
) - the maximum number of operations allowed
- a rough difficulty rating, from low (1) to high (4)2
- A testing harness in
test.c
gives alternative documentation of expected behavior:- test cases (arguments and corresponding expected return values)
- an unrestricted reference implementation of the function
Tables below summarize the difficulty rating and description of each function.
Problems marked [Independent] must be completed without assistance from tutors or instructors.
Raw Bitwise Functions
These functions do checks and manipulations on 32-bit values treated as bit vectors (i.e., they do not interpret the values as numbers).
Rating | Function | Short Description |
---|---|---|
1 | bitAnd | x & y using only ~ and | |
1 [Independent] | bitXor | x ^ y using only ~ and & |
1 | thirdBits | return word with every third bit (starting from the LSB) set to 1 |
2 | getByte | Extract byte n from word x |
3 | logicalShift | logical shift x to the right by n |
4 [Independent] | bang | Compute !x without using ! |
3 | conditional | x ? y : z |
Two’s Complement Functions
These functions do checks and manipulations of 32-bit 2’s-complement integer values.
Rating | Function | Short Description |
---|---|---|
2 | fitsBits | returns 1 if x can be represented as an n-bit, two's complement integer |
2 [Independent] | sign | return 1 if positive, 0 if zero, and -1 if negative |
3 | addOK | Determine if x+y can be computed without overflow |
4 [Provided Sample] | isPower2 | returns 1 if x is a power of 2, and 0 otherwise |
Compiling and Testing
There are 4 key steps for checking your work:
- Use
make
to compile your code and generate thebtest
executable. - Use
btest
to check your solution’s functional correctness. - Use
dlc
to check your solution’s compliance with the coding rules. - Use
driver.pl
to autograde your solution.
The dlc
and driver.pl
tools enforce strict coding rules and will
raise error messages if you have use prohibited or unsupported
code. See Common Issues if you are confused by error
messages in these steps.
Compiling: make
To build (compile) your solutions and provided testing code, type the command make
.
$ make
The make
command looks for a file called Makefile
that gives a recipe for how to compile a given executable so that you can avoid retyping long compilation commands each time you need to compile a new version. In this case, the Makefile
we provide (take a look!) uses gcc
to compile your code with testing code and produces an executable file called btest
.
Correctness: btest
btest
is a program that checks the functional correctness of the code in bits.c
.
Run tests of all puzzle functions with the command ./btest
,
which runs the executable file btest
that was generated last time
you compiled bits.c
.
$ ./btest
Don’t forget to (re-)compile a fresh version of the btest
executable each time you update bits.c
.
... edit and save bits.c ...
$ make
$ ./btest
To test an individual puzzle function, e.g., bitXor
, pass the
function name to btest
with its -f
flag:
$ ./btest -f bitXor
Optionally, test an individual function with specific arguments using
the flags -1
, -2
, and -3
to pass the 1st, 2nd, and 3rd
arguments. For example, to test bitXor(7, 0xf)
, run:
$ ./btest -f bitXor -1 7 -2 0xf
Coding Rules: dlc
dlc
is a modified C compiler that can check your solution against
the coding rules.
$ ./dlc bits.c
A lack of output means your solution follows the coding rules. Error messages will appear if your solution violates the coding rules.
The -e
switch supports counting operations in a function.
$ ./dlc -e bits.c
Summary: driver.pl
The driver.pl
tool will automatically grade your solutions on correctness and performance using the dlc
and btest
tools.
Points are awarded only for working solutions. The difficulty rating determines the number of correctness points available for each puzzle. Each puzzle may receive up to 2 performance points, based on the number of operations used.
Run the autograder like this (part of the output on our sample solution is shown):
$ ./driver.pl
[ ... status messages omitted here ... ]
Correctness Results Perf Results
Points Rating Errors Points Ops Puzzle
1 1 0 2 4 bitAnd
1 1 0 2 7 bitXor
1 1 0 2 4 thirdBits
2 2 0 2 7 fitsBits
2 2 0 2 4 sign
2 2 0 2 3 getByte
3 3 0 2 6 logicalShift
3 3 0 2 9 addOK
4 4 0 2 6 bang
3 3 0 2 7 conditional
4 4 0 2 11 isPower2
Score = 48/48 [26/26 Corr + 22/22 Perf] (68 total operators)
Common Issues
You must use a CS 240 computing environment for CS 240 code assignments.
The dlc
checker enforces a stricter and older form of C declarations
than gcc
enforces. This section describes how to avoid common
issues with dlc
for the Bit Transfiguration assignment only. Do not
adopt these as style conventions in later assignments.
Benign Warning in std-predef.h
You may receive one warning from dlc
that you can safely ignore:
/usr/include/stdc-predef.h:1: Warning: Non-includable file <command-line> included from includable file /usr/include/stdc-predef.h.
Pay attention to other warnings and errors.
Declare Variables at the Start of the Function
In particular, in a block (what you enclose in
curly braces) all your variable declarations must appear before any
statement that is not a declaration. For example, dlc
will complain about the following code:
int foo(int x) {
int a = x;
a *= 3; /* Statement that is not a declaration */
int b = a; /* ERROR: Declaration not allowed here */
return b+2;
}
Instead, you must declare all your variables first, like this:
int foo(int x) {
int a = x;
int b;
a *= 3;
b = a;
return b+2
}
Avoid Binary Notation
The dlc
checker does not accept the 0b
prefix for numbers in binary
notation (e.g., 0b11110000
). Do not use it.
Use decimal (e.g., 240
) or hexadecimal (0xf0
) notation only.
The ishow
tool lets you display integer representations and
conversions. It takes hex or decimal input.
$ ./ishow 0x27
Hex = 0x00000027, Signed = 39, Unsigned = 39
Avoid #include
Do not include the stdio.h
header file in your
bits.c
file, as it confuses dlc and results in some non-intuitive
error messages. You will still be able to use printf in your bits.c
file for debugging without including the stdio.h
header, although gcc
will print a warning that you can
ignore.
Submission
Before submitting, disable any diagnostic printing in bits.c
.
Submit: The course staff will collect your work directly from your hosted repository as of the deadline. To submit your work:
-
Make sure you have committed your latest changes.
$ git add ... $ git commit ...
-
Run the command
cs240 sign
to sign your work and respond to any assignment survey questions.$ cs240 sign
-
Push your signature and your latest local commits to the hosted repository.
$ git push
Confirm: After pushing, all local changes have been submitted if the output of
git status
shows both:
Your branch is up to date with 'origin/master'
, meaning all local commits have been pushednothing to commit
, meaning all local changes have been committed
Resubmit: If you realize you need to change something later, just repeat this process.
Grading
Your grade will be derived as follows:
- Correctness and performance (72 points = 1.5 × autograder score):
- Grading considers correctness and performance of all puzzle solutions.
- Tests may include new inputs that
btest
does not check by default. - Solutions must comply with the coding rules as checked by
dlc
. - No credit is awarded unless the
driver.pl
autograder can compile and run your code.
- Succinct comments explaining why each puzzle solution works (28 points):
- Grading may consider explanations for a random subset of puzzles.
- Good comments describing incomplete or non-working solutions may receive credit in this part.
Correct solutions that match or beat the operator count of the instructor’s solutions may result in prizes!
-
This document is an alternative description for the CSAPP Data Lab, which is available on the CSAPP website. ↩
-
Different people have different opinions about which puzzles are more difficult. ↩