CS 127 - Fall 2017: Grading Rubric

This document lays out common criteria used to grade CS127 programming assignments. Each criterion has a number of different levels of achievement, with a description of how a submission will attain that level and the number of points assigned for reaching it. Please email or ask me if you have any questions about this rubric.


Program Specifications / Correctness

This is the most important criterion. A program must meet its specifications (whether from a textbook problem or as written in the assignment) and function correctly. This means that it behaves as desired, producing the correct output, for a variety of inputs. (In CS 127, we will be lenient with regards to producing correct output for all inputs, as we may not always have the tools needed to accomplish that, yet.) This criterion includes the need to meet specifications by writing a program in a particular way or using a particular language feature, if such a thing is mentioned in the problem.

If a specification is ambiguous or unclear, you have two choices: You can either make a reasonable assumption about what is required, based on what makes the most sense to you, or you can ask the instructor. If you make an assumption about an ambiguous specification, you should mention that somewhere in a comment so that the reader/grader knows what you were thinking. Points may be taken off for poor assumptions, however.


Code needs to be readable to both you and a knowledgeable third party. This involves:


Every file containing code should start with a header comment. At the very least, this header should contain the name of the file, a description of what the included code does, and the name of its author (you). Other details you might include are the date it was written, a more detailed description of the approach used in the code if it is complex or may be misunderstood, or references to resources that you used to help you write it.

All code should also be well-commented. This requires striking a balance between commenting everything, which adds a great deal of unneeded noise to the code, and commenting nothing, in which case the reader of the code (or you, when you come back to it later) has no assistance in understanding the more complex or less obvious sections of code. In general, aim to put a comment on any line of code that you might not understand yourself if you came back to it in a month without having thought about it in the interim. Like code organization, appropriate commenting is also something we will be learning about as we write code throughout the semester in CS 127, so while corrections may be made, points will only be taken off for things that have been emphasized in class already.

This style guide from CalTech has some good guidelines for writing comments, starting here.

Code Efficiency

There are often many ways to write a program that meets a particular specification, and several of them are often poor choices. They may be poor choices because they take many more lines of code (and thus your effort and time) than needed, or they may take much more of the computer's time to execute than needed. For example, a certain section of code can be executed ten times by copying and pasting it ten times in a row or by putting it in a simple for loop. The latter is far superior and greatly preferred, not only because it makes it faster to both write the code and read it later, but because it makes it easier for you to change and maintain.

Assignment Specifications

Assignments will usually contain specifications and/or requirements outside of the programming problems themselves. For example, the way you name your files to submit them to the course website will be specified in the assignment. Other instructions may be included as well, so please read the assignments carefully.

Grading Standards

Every criterion will make up an approximate percentage of the grade given to a single programming problem as indicated in the "Approx. % of Grade" column. Points will be assigned for a particular criterion roughly along the lines of the guidelines of the "Excellent," "Adequate," "Poor," and "Not Met" evaluations.

For example, a problem that was "Adequate" in the Program Spec./Correctness criterion, "Poor" in readability, and "Excellent" in all other areas would receive:
0.8*0.4 + 0.6*0.2 + 1*0.2 + 1*0.1 + 1*0.1 = 84%

Criterion Approx. % of Grade Excellent (100%) Adequate (80%) Poor (60%) Not Met (0%)
Program Specifications / Correctness 40%* No errors, program always works correctly and meets the specification(s). Minor details of the program specification are violated, program functions incorrectly for some inputs. Significant details of the specification are violated, program often exhibits incorrect behavior. Program only functions correctly in very limited cases or not at all.
Readability 20% No errors, code is clean, understandable, and well-organized. Minor issues with consistent indentation, use of whitespace, variable naming, or general organization. At least one major issue with indentation, whitespace, variable names, or organization. Major problems with at least three or four of the readability subcategories.
Documentation 20% No errors, code is well-commented. One or two places that could benefit from comments are missing them or the code is overly commented. File header missing, complicated lines or sections of code uncommented or lacking meaningful comments. No file header or comments present.
Code Efficiency 10% No errors, code uses the best approach in every case. N/A Code uses poorly-chosen approaches in at least one place. Many things in the code could have been accomplished in an easier, faster, or otherwise better fashion.
Assignment Specifications 10% No errors N/A Minor details of the assignment specification are violated, such as files named incorrectly or extra instructions slightly misunderstood. Significant details of the specification are violated, such as extra instructions ignored or entirely misunderstood.

* As a special case, if a program does not meet the specifications at all / is entirely incorrect, no credit will be received for the other criteria either.