Sample
pyint-cf229babcfab-I06
Invert eligible conditions and exchange their branches
Scores
| Method | Score | Scale |
|---|---|---|
| Posnett | 0 | 0–1; higher is more readable |
| Dorn | 0.85 | 0–1; higher is more readable |
| Mi | 0.655 | 0–1; higher is more readable |
| LLOC | 20 | Logical lines; fewer is more readable |
| DeepSeek V4 Pro | 14 | 0–20; mean of three runs |
| GPT-6.1 Sol | 16.67 | 0–20; mean of three runs |
| BTTF | 0.753 | 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. | 676.419 | −22.322 |
| Source linesThe number of non-empty source lines. | 31 | +12.4 |
| Byte entropyHow varied the bytes in the source text are. Repeated bytes give a lower value; a more even mixture gives a higher value. | 4.7 | −7.049 |
Intercept 8.87 + feature contributions = -8.101 (log-odds).
Score = sigmoid(-8.101) = 0.
Feature contributions
| Feature | Value | Contribution (log-odds) |
|---|---|---|
| Operator visual areaThe share of the code’s visual area occupied by operators such as +, =, and *. | 0.041 | +0.539 |
| Number layout frequencyHow rapidly the number of numeric values per line changes through the code. | 1 | +0.398 |
| Comment layout (horizontal)How rapidly the visual pattern of comment characters changes from left to right. | 74.219 | +0.393 |
| 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. | 78.938 | +0.322 |
| Comment layout frequencyHow frequently the layout switches between lines containing only comments or whitespace and lines containing code. | 32 | −0.097 |
| Indentation frequencyHow rapidly indentation changes from line to line. | 24 | +0.093 |
| Identifier layout (vertical)How rapidly the visual pattern of identifier characters changes from top to bottom. | 30.738 | +0.02 |
Intercept 0.07 + feature contributions = 1.738 (log-odds).
Score = sigmoid(1.738) = 0.85.
| Score | 0.655 |
|---|
| Score | 20 |
|---|
Run 1
The code is well-structured, with clear imports and a focused class definition. Nesting is minimal, and the class and method responsibilities are unambiguous. The docstrings are helpful and explain non-obvious behavior, improving clarity. The code is concise, with no unnecessary length or repetition. Action granularity is appropriate—each line performs a single logical step. Reading flow is natural, from imports to class definition and methods. Minor issues include a missing return statement in `getheaders`, which could reduce clarity, and the slightly informal tone in the docstring ('...what?'), but these do not significantly harm readability. Overall, this is highly readable code.
Run 2
The code is well-structured and readable. The class has a clear single responsibility (adapting headers for cookiejar), demonstrated by the docstring that explains the unconventional purpose with a touch of humor. Imports are organized logically with standard library, third-party, and local imports separated. Nesting is flat with only one level of indentation. Naming is descriptive (MockResponse, headers, info, getheaders). Lines are concise with one action per line. The getheaders method has a potential missing return statement, but this is a minor oversight, not a readability issue. Type hints improve clarity. The docstrings follow conventions and clearly explain parameters. Overall, the code is remarkably easy to follow, with clear intent and natural reading progression from imports to class definition to methods.
Run 3
The code imports many modules without clear usage, making intent ambiguous. The class structure is minimal and logical, but the getheaders method lacks a return statement, creating a likely bug and unclear flow. Comments use informal language ('...what?'), reducing professionalism and clarity. While nesting is nonexistent and length is short, the unused imports and missing return harm readability. The reading flow is disjointed due to boilerplate interspersed with casual commentary. Action granularity is fine, but overall clarity suffers from dead imports and incomplete implementation.
Run 1
Code Structure: The class is logically organized into initialization and header-access methods, though numerous unused imports and the out-of-order threading import add clutter. Nesting: There is no unnecessary nesting; all methods are flat and easy to scan. Clarity of intent: The class docstring clearly explains its adapter role, and method names and type hints support understanding. However, broad Any annotations provide limited guidance, and getheaders calls the underlying method without returning its result, making its intended behavior unclear. Code length: The implementation is concise, but the imports are disproportionate to this snippet. Action granularity: Each statement performs one action, with no compressed multi-action lines. Reading flow: The class reads naturally from construction to accessors, although import organization and the informal docstring phrasing slightly reduce polish.
Run 2
Code Structure: The class is logically organized into initialization and small header-access methods, but numerous unused imports and inconsistent import grouping add clutter. Nesting: Flat methods with no nested control flow are easy to follow. Clarity of intent: The class and constructor docstrings explain the adapter's purpose, although informal wording, broad Any annotations, and getheaders calling a method without returning its result introduce ambiguity. Code length: The implementation is concise, but the imports are excessive for this snippet. Action granularity: Each executable line performs a single action. Reading flow: The progression from constructor to accessors is natural; import ordering and limited spacing between imports and the class slightly weaken presentation.
Run 3
Code Structure: The small wrapper class is logically organized, but numerous unused imports and the out-of-order threading import add clutter. Nesting: Methods are flat, with no nested control flow. Clarity of intent: Descriptive names, type annotations, and docstrings explain the cookiejar adapter's purpose, although the informal opening docstring and broad Any types reduce precision. The missing return in getheaders makes its intended behavior less clear. Code length: The class is concise, but the import section is disproportionately long for the shown functionality. Action granularity: Each statement performs one action, making individual lines easy to follow. Reading flow: Initialization followed by accessor methods is natural; better import grouping and spacing before the class would improve presentation.