[SOLVED] CS 6340 – Lab 6 – Delta

CS 6340 - Lab 6 - Delta

CS 6340 – Lab 6 – Delta

Lab 6: Delta
Fall Semester 2022

Due: 21 November, 8:00 a.m. Eastern Time

Corresponding Lecture: Lesson 10 (Delta Debugging)

In this lab, you will implement the Delta Debugging algorithm using Java 1.8 (already installed
on class VM) to find 1-minimal failing test cases for buggy text encoder programs using both
line and character granularity.

1. Delta Debugging webpage: http://www.st.cs.uni-sb.de/dd/

Dr. Zeller, the author of the Delta Debugging technique, and several other people have published
implementations of the Delta Debugging algorithm. While we encourage you to research and
read more about the algorithm, looking at someone else’s implementation, will almost certainly
cause your implementation to be similar to theirs. Therefore, make sure that you do not view or
reference any implementations or code of the algorithm.

1. Download delta.zip from Canvas and decompress it. It will produce the directory

delta where you should find:
○ DeltaDebug.java – skeleton file for you to implement your algorithm in
○ DeltaDebugTest.java – Program to run and test your program
○ SecretCoder – first buggy encoder program
○ MessageCoder – second buggy encoder program
○ long_failing_text.txt – an input text file on which each buggy encoder

program fails.
○ A folder called expected_output containing the following:

■ [prg]_min_failing_text_line.txt: the correct minimal test input
that should be produced by your Delta Debugging program on
SecretCoder (“sc”) or MessageCoder (“mc”) for part 1 (line
granularity)

■ sc_min_failing_text_char.txt: the correct minimal test input that
should be produced by your Delta Debugging program on SecretCoder
for part 2.

Copyright © 2022 Georgia Institute of Technology. All Rights Reserved.

http://www.st.cs.uni-sb.de/dd/

2. Each time you change the DeltaDebug.java and DeltaDebugTest.java files, you
need to compile the program with:

javac *.java

3. After compiling the files, you may execute the DeltaDebugTest program as follows:
java DeltaDebugTest

Part 1: Line Granularity

Program Description

SecretCoder and MessageCoder implement a Caesar (or shift) cipher with a right shift of
98 places. Instead of the regular alphabet, these programs are intended to encode the 128
characters in the ASCII character set (value 0 to 127). When the programs run successfully, they
will print out a message that indicates the program executed successfully.

The programs can be executed directly in the command line, followed by a single input that is
the path to the input file, as shown below:

./SecretCoder

Note: In the VM, you may need to change the access mode of the executables in order to run

chmod +x<program(s)></program(s)>

Problem Summary

The bug in SecretCoder occurs when long_failing_text.txt contains a non-ASCII
character. The program is using the UTF-8 character set to determine the number of characters in
the file and creates a char array to store the encoded values for printing. It does not take into
account that non-ASCII characters in the UTF-8 character set could be included into the file and
these will take up more than one byte. When a non-ASCII character is read into the file as two or
more bytes, the char array runs out of room and throws a
java.lang.ArrayIndexOutOfBoundsException.

MessageCoder is able to handle all characters, but the bug in the encoding program
MessageCoder occurs when long_failing_text.txt contains a specific pattern: a
four-letter pattern of alternating caps starting with a capital letter (e.g. “JaVa”, or “HaHa”). When
this pattern is detected, the following exception occurs:
java.lang.IllegalArgumentException

Your task is to implement the delta debugging algorithm presented in the lecture to obtain the
minimal test case on which SecretCoder fails for

Copyright © 2022 Georgia Institute of Technology. All Rights Reserved.

java.lang.ArrayIndexOutOfBoundsException and the minimal test case on which
MessageCoder fails for java.lang.IllegalArgumentException. In your
implementation, do not hardcode the program names and error messages. Your program should
be able to run for a program of any name and any error message.

To accomplish this task, we have provided a framework and you will need to implement the
deltaDebug method in DeltaDebug.java. For part one of the lab, we will use line
granularity. We have provided a DeltaDebugTest program that you can use to run
DeltaDebug to test your changes.

Note that DeltaDebugTest will call the deltaDebug method in DeltaDebug.java, which
requires 5 parameters:

deltaDebug(Boolean char_granularity, String program,
String failing_file, String error_msg,
String final_minimized_file)

● char_granularity – If false, implement line granularity only
● program – this is the path to the program being tested
● failing_file – this is the path to the file with the large failing test case
● error_msg – this is the error message that will be used to determine if the program is

failing for the same reason as the original file or not
● final_minimized_file – this is the name of the final file that your program should print

with the minimized input.

Similarly, the grading script will call the deltaDebug method directly in DeltaDebug.java.
Therefore, it is very important that you do not make any changes to the type or method
signature of deltaDebug in DeltaDebug.java.

Ensure you are using the failing_file and final_minimized_file parameters for your file
names in DeltaDebug.java instead of hardcoding files because the grader will be using
additional files besides the ones provided in this lab.

We have provided an outline for some helper methods in DeltaDebug.java that you may find
useful (there are comments in the code to explain what these do). You can modify these methods
or add new helper methods in DeltaDebug.java in any way you see fit as long as your
algorithm is invoked by calling deltaDebug with the original parameters. As a warning, since
there are test cases looking for exact text matches, it is in your best interest to keep changes to
the writeToFile() method minimal since the method appends a new line at the end of the file
by design; the grader will be expecting this new line.

Copyright © 2022 Georgia Institute of Technology. All Rights Reserved.

If the deltaDebug is written correctly, executing the test program will create a 1-minimal test
case text file (named by your final_minimized_file variable). The contents should be
identical to the provided expected [prg]_min_failing_text_line.txt when running the
algorithm with line-granularity.

You may verify the files are identical (including whitespace & new lines) using the diff
command (replace ‘prg’ with ‘mc’ or ‘sc’ depending on which files you are comparing):
diff my_min_failing_text_line.txt [prg]_min_failing_text_line.txt

For grading, we will also be testing your algorithm on hidden input files. For this section, we are
looking for an exact text match since the test cases will have at most 1 line with a failing
character or pattern. The hidden test cases will be similar in format to the provided one, but will
have a different file name, different number of lines, different failing character or pattern,
different position for failing character or pattern, or other changes appropriate for a text file.You
can assume that there will be a single failing character or pattern in the file. We encourage you to
come up with different inputs to test how your algorithm handles different cases.

Your algorithm should run in less than 3 minutes on the course VM.

If you add print statements for debugging, make sure to remove these before submission.

Part 2: Character Granularity

Now you will extend your algorithm to perform minimization at the character granularity level
when the flag is set. Make sure to minimize the file by lines as much as possible, and then switch
to character granularity when line granularity has reached its minimum.

If the deltaDebug is written correctly, executing the test program will create a 1-minimal test
case text file (named by your final_minimized_file variable).The 1-minimal failing test
case for SecretCoder should be identical to the provided
sc_min_failing_text_char.txt, and you can verify with diff. Due to the nature of the
failure in SecretCoder, we are expecting an exact text match.

The 1-minimal failing test case for MessageCoder will vary depending on the partition strategy
implemented in your method, so there will not be an exact text matching for this portion. The
grading criteria for these test cases is as follows:

● The final minimized text must be a subsequence of your output from the line-granularity
of MessageCoder, or else no credit. This means if your line-granularity was

Copyright © 2022 Georgia Institute of Technology. All Rights Reserved.

“abcdefgh”, your char-granularity can be “acg”, but it cannot be “gah”. The characters
must be found in the same order as it appears in the original string. The algorithm for
delta handles this implicitly, so if your output is not a proper subsequence, something is
wrong with your algorithm.

● The char-granularity output must also fail when passed into the buggy encoder program,
or else no credit. If you run the MessageCoder program with your char-granularity
output, you should still get the java.lang.IllegalArgumentException failure.
This means that at minimum, there should be some upper-lower-upper-lower pattern in
your output.

● The output is 1-minimal, which means that you cannot refine your granularity any
further. Removal of any single character will result in a non-failing input.

If your output meets all three criteria, full credit for that test case will be awarded. Partial credit
will be awarded if and only if you meet the first 2 criteria but not the last criteria.

The same grading notes and 3 minute timeout limit apply as in part 1.

Items to Submit
Submit the following file into Gradescope.

● DeltaDebug.java

Make sure the spelling of the filenames and the extensions are exactly as indicated above.
Misspellings in filenames may result in a deduction to your grade. Also double-check that you
are not accidentally submitting DeltaDebugTest.java.

Copyright © 2022 Georgia Institute of Technology. All Rights Reserved.

● 8% of grade: For SecretCoder, DeltaDebug.java correctly minimizes
long_failing_text.txt to sc_min_failing_test_case_line.txt

● 12% of grade: For MessageCoder, DeltaDebug.java correctly minimizes
long_failing_text.txt to mc_min_failing_test_case_line.txt

● 30% of grade: Other test cases

● 8% of grade: For SecretCoder, DeltaDebug.java correctly minimizes
long_failing_text.txt to sc_min_failing_test_case_char.txt

● 12% of grade: For MessageCoder, DeltaDebug.java correctly minimizes
long_failing_text.txt to some reduced failing text.

● 30% of grade: Other test cases

How Do We Use It?

Delta Debugging is an expanded binary search. There are multiple implementations available for
most common programming languages. Researchers have even extended the technique into test
case minimization. Even without implementing the technique in code, it can be used to help
quickly diagnose problems with failing inputs in cases where the error messages available do not
provide sufficient information for isolating issues. For example, it is possible to debug a program
that reads in multiple records and does not give status on how many succeeded when it fails by
using a Delta Debugging-influenced technique to isolate a failing record.

Note: Every semester, we have students asking if they can implement binary search. The point of
this lab is to learn how to implement Delta Debugging, which is not binary search. However, we
will not penalize you for using binary search for the line granularity portion of this lab, but you
will not be able to use binary search for char granularity. Ultimately, it is up to you whether you
want to implement only one algorithm that will work for both parts as long as you build
sufficient flexibility into it, or two separate algorithms.

Note that binary search only works for line granularity because we promise that the failure
condition will be contained within a single line. If we allowed the failure across multiple lines as
we allow for a multiple character failure, you would need to use the Delta Debugging algorithm
to get correct results.

Copyright © 2022 Georgia Institute of Technology. All Rights Reserved.

https://www.cs.utah.edu/~regehr/papers/mintest.pdf
https://www.cs.utah.edu/~regehr/papers/mintest.pdf

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