Sample
pyint-1cd235e15f87-I01
Remove comments and docstrings
Scores
| Method | Score | Scale |
|---|---|---|
| Posnett | 0 | 0–1; higher is more readable |
| Dorn | 0.289 | 0–1; higher is more readable |
| Mi | 0.361 | 0–1; higher is more readable |
| LLOC | 44 | Logical lines; fewer is more readable |
| DeepSeek V4 Pro | 16.33 | 0–20; mean of three runs |
| GPT-6.1 Sol | 16 | 0–20; mean of three runs |
| BTTF | 0.418 | 0–1; higher is more readable |
Views
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Source regions
Feature contributions
Feature contributions
| Feature | Value | Contribution (log-odds) |
|---|---|---|
| Halstead volumeHow much symbolic information the code contains. It combines the total number of operators and values with the number of distinct ones. | 2618.949 | −86.425 |
| Source linesThe number of non-empty source lines. | 85 | +34 |
| Byte entropyHow varied the bytes in the source text are. Repeated bytes give a lower value; a more even mixture gives a higher value. | 4.413 | −6.62 |
Intercept 8.87 + feature contributions = -50.175 (log-odds).
Score = sigmoid(-50.175) = 0.
Feature contributions
| Feature | Value | Contribution (log-odds) |
|---|---|---|
| Indentation frequencyHow rapidly indentation changes from line to line. | 85 | +2.203 |
| Comment layout frequencyHow frequently the layout switches between lines containing only comments or whitespace and lines containing code. | 86 | −2.009 |
| Number layout frequencyHow rapidly the number of numeric values per line changes through the code. | 85 | −1.53 |
| Comment layout (horizontal)How rapidly the visual pattern of comment characters changes from left to right. | 0 | −0.804 |
| Identifier layout (vertical)How rapidly the visual pattern of identifier characters changes from top to bottom. | 84.875 | +0.777 |
| Operator visual areaThe share of the code’s visual area occupied by operators such as +, =, and *. | 0.054 | +0.412 |
| Identifier layout (horizontal)How rapidly the visual pattern of identifier characters changes from left to right. It measures spatial frequency, not the meaning of the names. | 86.953 | −0.018 |
Intercept 0.07 + feature contributions = -0.898 (log-odds).
Score = sigmoid(-0.898) = 0.289.
| Score | 0.361 |
|---|
| Score | 44 |
|---|
Run 1
The code is well-structured with clear method separation and follows Django conventions. Most methods are flat with minimal nesting, and each line generally performs one logical action. Naming is descriptive, making the intent reasonably clear. However, there are areas for improvement: the docstrings are empty placeholders, some logic (e.g., the `should_redirect_with_slash` method) has multiple nested conditionals, and a few comments appear as unexplained placeholders. The code length is appropriate, but the readability is slightly reduced by incomplete documentation and the complexity of the redirect logic. Overall, it demonstrates good structure and flow, but would benefit from clearer inline explanations and formal docstrings.
Run 2
The code is well-structured into clear methods with distinct responsibilities (request filtering, redirect logic, response processing). Nesting is moderate, with only 2-3 levels in conditionals. Intent is clear through descriptive method names like should_redirect_with_slash and get_full_path_with_slash, and comments explain Django-specific behavior. Code length is appropriate—not overly verbose despite some repetitive urlconf handling. Action granularity is good, with one primary operation per line and minimal chained calls. Reading flow is logical: request validation → host/redirect checks → response post-processing. Minor deductions: unused imports (re, urlsplit, mail_managers, mailers) add clutter, and inline comments are occasionally sparse, making the rationale for certain Django conventions less obvious to newcomers. Overall highly readable.
Run 3
The code is generally well-structured and readable. It has clear class and method separation, uses descriptive method names, and maintains a logical flow from request processing to response handling. Nesting is mostly flat, with only two levels inside loops. However, readability is reduced by excessive blank lines and placeholder comments, which create visual gaps without adding meaning. Some methods mix multiple actions, such as checking DEBUG and raising RuntimeError within path construction, reducing action granularity. The intent is mostly clear, especially in should_redirect_with_slash, but the use of multiple conditional checks within a single line in process_request slightly reduces clarity. Code length is reasonable, but certain sections feel unnecessarily spread out. Overall, it is readable but could benefit from tighter formatting and more explicit comments explaining the reasoning behind non-obvious logic.
Run 1
Code Structure: Responsibilities are logically separated into request handling, redirect helpers, and response handling. Nesting: Most code is shallow, but user-agent filtering and slash validation contain several nested conditions. Clarity of intent: Descriptive method names and explicit settings checks communicate purpose well; missing docstrings leave some middleware-specific behavior unexplained. Code length: Generally concise, though excessive blank lines and several unused imports add clutter. Action granularity: Statements mostly perform one action per line, with readable formatting for the lengthy exception message. Reading flow: Methods follow a coherent request-to-response progression, and helper calls simplify the main logic, but whitespace gaps interrupt visual continuity.
Run 2
Code Structure: Well organized into focused middleware hooks and helper methods, separating request filtering, redirects, and response updates. Nesting: Mostly manageable, but user-agent checks and slash validation reach three conditional or loop levels. Clarity of intent: Descriptive method names, settings, and variables communicate purpose; missing documentation leaves subtle redirect behavior less explicit. Code length: Generally concise, though excessive blank lines and unused imports add clutter; the lengthy error message is useful rather than unnecessary. Action granularity: Statements generally perform one action per line, with appropriately formatted multiline expressions. Reading flow: Request handling, redirect helpers, and response handling form a natural sequence, but irregular whitespace interrupts scanning.
Run 3
Code Structure: Responsibilities are logically separated into request handling, slash-redirect checks, path construction, and response handling. Nesting: Mostly moderate, but user-agent filtering and slash validation reach three conditional or loop levels. Clarity of intent: Descriptive method names and explicit conditions communicate purpose well, although missing documentation leaves some redirect subtleties unexplained. Code length: Functional code is reasonably concise, but excessive blank lines and unused imports introduce clutter; the long exception message is informative rather than gratuitous. Action granularity: Statements generally perform one action per line, with readable formatting for longer expressions. Reading flow: Methods follow a coherent request-to-response progression, but irregular whitespace disrupts scanning slightly.