Sample

pyint-8862cf36a291-I13

Lower every eligible synchronous for loop to a while loop

Matched original source

Lines33

Scores

MethodScoreScale
Posnett00–1; higher is more readable
Dorn0.8150–1; higher is more readable
Mi0.3820–1; higher is more readable
LLOC18Logical lines; fewer is more readable
DeepSeek V4 Pro160–20; mean of three runs
GPT-6.1 Sol180–20; mean of three runs
BTTF0.5690–1; higher is more readable

Views

Source code

from __future__ import annotations import typing as t from jinja2.loaders import BaseLoader from werkzeug.routing import RequestRedirect from .blueprints import Blueprint from .globals import _cv_app from .sansio.app import App class DebugFilesKeyError(KeyError, AssertionError): """Raised from request.files during debugging. The idea is that it can provide a better error message than just a generic KeyError/BadRequest. """ def __init__(self, request: Request, key: str) -> None: form_matches = request.form.getlist(key) buf = [ f"You tried to access the file {key!r} in the request.files" " dictionary but it does not exist. The mimetype for the" f" request is {request.mimetype!r} instead of" " 'multipart/form-data' which means that no file contents" " were transmitted. To fix this error you should provide" ' enctype="multipart/form-data" in your form.' ] if form_matches: names = ", ".join(repr(x) for x in form_matches) buf.append( "\n\nThe browser instead transmitted some file names. " f"This was submitted: {names}" ) self.msg = "".join(buf) def __str__(self) -> str: return self.msg

Loading feature diagnosis…

Source regions

Feature contributions

Feature contributions

FeatureValueContribution
(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.782.526−25.823
Source linesThe number of non-empty source lines.33+13.2
Byte entropyHow varied the bytes in the source text are. Repeated bytes give a lower value; a more even mixture gives a higher value.4.439−6.659

Intercept 8.87 + feature contributions = -10.412 (log-odds).
Score = sigmoid(-10.412) = 0.

Feature contributions

FeatureValueContribution
(log-odds)
Operator visual areaThe share of the code’s visual area occupied by operators such as +, =, and *.0.038+0.577
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.74.912+0.492
Number layout frequencyHow rapidly the number of numeric values per line changes through the code.1+0.398
Indentation frequencyHow rapidly indentation changes from line to line.31+0.335
Comment layout (horizontal)How rapidly the visual pattern of comment characters changes from left to right.33.088−0.271
Comment layout frequencyHow frequently the layout switches between lines containing only comments or whitespace and lines containing code.34−0.167
Identifier layout (vertical)How rapidly the visual pattern of identifier characters changes from top to bottom.32.934+0.051

Intercept 0.07 + feature contributions = 1.485 (log-odds).
Score = sigmoid(1.485) = 0.815.

Score0.382
Score18
Run 1

The code is well-structured and readable. It uses clear imports, logical class definition, and a focused exception class with a single responsibility. The constructor builds an error message via a list of strings, which is a clean approach. Nesting is minimal (one conditional), and each line generally performs one logical action. The f-strings and multi-line string concatenation are readable, though the mixing of f-strings and plain string concatenation slightly interrupts flow. The class docstring explains intent clearly. Minor deductions: 'AssertionError' in the base classes is unusual and could confuse readers; 'form_matches' could be more descriptively named. Overall, the code is concise, well-organized, and easy to follow.

Run 2

The code has clear intent, explicit error messaging, and a logical structure with minimal nesting. The class is concise, uses type hints, and maintains one action per line. Readability is good but not excellent due to the absence of a docstring for __str__, minor inconsistencies in string formatting (mixing f-strings and concatenation), and the lack of a clear separation between building the message and assigning it. The reading flow is decent but could be improved slightly by aligning string construction or extracting helper methods. Overall, it is readable and maintainable but has small stylistic inconsistencies.

Run 3

The code is well-structured and readable. It defines a custom exception with a clear purpose: improving debug error messages for missing files in requests. The class is concise, uses type hints, and follows a logical flow—initializing error context in __init__ and presenting it via __str__. Nesting is minimal, with one conditional block. Variable names are descriptive (e.g., form_matches, buf). Action granularity is good: list building and string joining are separated clearly. The multi-line f-string concatenation improves readability despite minor visual complexity. Minor drawbacks: the error message construction could be slightly more compact, and the class name 'DebugFilesKeyError' is a bit verbose. Overall, the code is highly readable and maintainable.

Run 1

Code Structure: The exception class is logically organized, with message construction in __init__ and rendering in __str__. Nesting: Only one shallow conditional keeps complexity low. Clarity of intent: The descriptive class name, docstring, and variable names clearly explain the diagnostic purpose, although Request is not imported in the snippet and several imports are unused. Code length: The implementation is concise; most of its length is useful explanatory message text. Action granularity: Each statement performs one clear operation, and multiline string construction avoids crowded lines. Reading flow: Execution proceeds naturally from inspecting form data to constructing the message and optionally adding submitted filenames. Minor distractions include unused imports and mixing adjacent string literals with formatted strings.

Run 2

Code Structure: The exception class is logically organized, with message construction in __init__ and rendering in __str__; several unused imports add clutter. Nesting: A single conditional keeps the code shallow and easy to follow. Clarity of intent: The descriptive class name, docstring, and explicit error text clearly explain its purpose, although Request is not imported in the snippet. Code length: The implementation is compact; the lengthy message is justified by its diagnostic role. Action granularity: Statements generally perform one action each, and multiline string literals remain readable. Reading flow: Execution proceeds naturally from collecting form values to building the message and storing it, with minor readability costs from abbreviated names such as buf and x.

Run 3

Code Structure: The exception class is logically organized, with message construction in __init__ and rendering in __str__; unused imports add clutter. Nesting: Only one conditional keeps the code shallow and easy to follow. Clarity of intent: The descriptive class name, docstring, and explicit error message clearly explain its purpose, although Request is not imported in the snippet and buf is a generic name. Code length: The implementation is concise; most of its length comes from useful diagnostic text. Action granularity: Statements generally perform one action each, with no compressed multi-statement lines. Reading flow: The sequence naturally progresses from retrieving form values to building the message, adding optional details, and storing the result. Adjacent string literals require minor attention but keep long text manageable.