Sample

pyint-7adc6d9df512-I05

Rewrite eligible decimal integer literals in hexadecimal notation

Matched original source

Lines84

Scores

MethodScoreScale
Posnett00–1; higher is more readable
Dorn0.8930–1; higher is more readable
Mi0.3350–1; higher is more readable
LLOC60Logical lines; fewer is more readable
DeepSeek V4 Pro170–20; mean of three runs
GPT-6.1 Sol16.670–20; mean of three runs
BTTF0.3990–1; higher is more readable

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Source code

from __future__ import annotations import typing as t from jinja2 import BaseLoader from jinja2 import Environment as BaseEnvironment from jinja2 import Template from jinja2 import TemplateNotFound from .ctx import AppContext from .globals import app_ctx from .helpers import stream_with_context from .signals import before_render_template from .signals import template_rendered class DispatchingJinjaLoader(BaseLoader): """A loader that looks for templates in the application and all the blueprint folders. """ def __init__(self, app: App) -> None: self.app = app def get_source( self, environment: BaseEnvironment, template: str ) -> tuple[str, str | None, t.Callable[[], bool] | None]: if self.app.config["EXPLAIN_TEMPLATE_LOADING"]: return self._get_source_explained(environment, template) return self._get_source_fast(environment, template) def _get_source_explained( self, environment: BaseEnvironment, template: str ) -> tuple[str, str | None, t.Callable[[], bool] | None]: attempts = [] rv: tuple[str, str | None, t.Callable[[], bool] | None] | None trv: None | (tuple[str, str | None, t.Callable[[], bool] | None]) = None for srcobj, loader in self._iter_loaders(template): try: rv = loader.get_source(environment, template) if trv is None: trv = rv except TemplateNotFound: rv = None attempts.append((loader, srcobj, rv)) from .debughelpers import explain_template_loading_attempts explain_template_loading_attempts(self.app, template, attempts) if trv is not None: return trv raise TemplateNotFound(template) def _get_source_fast( self, environment: BaseEnvironment, template: str ) -> tuple[str, str | None, t.Callable[[], bool] | None]: for _srcobj, loader in self._iter_loaders(template): try: return loader.get_source(environment, template) except TemplateNotFound: continue raise TemplateNotFound(template) def _iter_loaders(self, template: str) -> t.Iterator[tuple[Scaffold, BaseLoader]]: loader = self.app.jinja_loader if loader is not None: yield self.app, loader for blueprint in self.app.iter_blueprints(): loader = blueprint.jinja_loader if loader is not None: yield blueprint, loader def list_templates(self) -> list[str]: result = set() loader = self.app.jinja_loader if loader is not None: result.update(loader.list_templates()) for blueprint in self.app.iter_blueprints(): loader = blueprint.jinja_loader if loader is not None: for template in loader.list_templates(): result.add(template) return list(result)

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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.3336.79−110.114
Source linesThe number of non-empty source lines.84+33.6
Byte entropyHow varied the bytes in the source text are. Repeated bytes give a lower value; a more even mixture gives a higher value.4.368−6.552

Intercept 8.87 + feature contributions = -74.196 (log-odds).
Score = sigmoid(-74.196) = 0.

Feature contributions

FeatureValueContribution
(log-odds)
Indentation frequencyHow rapidly indentation changes from line to line.82+2.099
Comment layout frequencyHow frequently the layout switches between lines containing only comments or whitespace and lines containing code.85−1.973
Identifier layout (vertical)How rapidly the visual pattern of identifier characters changes from top to bottom.83.655+0.76
Comment layout (horizontal)How rapidly the visual pattern of comment characters changes from left to right.85.859+0.581
Number layout frequencyHow rapidly the number of numeric values per line changes through the code.1+0.398
Operator visual areaThe share of the code’s visual area occupied by operators such as +, =, and *.0.081+0.155
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.85.894+0.027

Intercept 0.07 + feature contributions = 2.117 (log-odds).
Score = sigmoid(2.117) = 0.893.

Score0.335
Score60
Run 1

The code is generally well-structured and readable. It follows a clean class-based approach with clear separation of concerns (explained vs fast loading paths). Functions are small and focused with descriptive names. The nesting level is shallow (maximum 2-3 levels), and the flow from public method to private helpers is logical. Type hints improve clarity significantly. The main weaknesses are: (1) the complex tuple type annotations create noise and potential maintenance burden - extracting a type alias would improve readability; (2) the `_get_source_explained` method has slightly convoluted logic with `rv` and `trv` variables that could use clearer naming; (3) some lines with type unions are quite long. Overall, the code demonstrates good practices like single responsibility, consistent error handling, and readable iteration patterns.

Run 2

The code is well-structured and highly readable. It uses clear class and method names, follows a logical organization, and keeps nesting shallow. Each method has a single, clear responsibility, with actions appropriately separated across lines. Type hints improve clarity and maintainability. The commented 'explained' path adds minimal complexity while preserving readability. Few minor improvements could be made, such as consolidating repetitive loader checks or simplifying mixed type annotations, but overall the code is concise, intentional, and follows a natural reading flow.

Run 3

The code is well-structured with clear separation of concerns across methods. Each method has a single responsibility and follows consistent patterns. Nesting is minimal—never exceeding two levels, which aids comprehension. The intent is clear: the class dispatches template loading across application and blueprint loaders, with separate fast and explained paths. Type hints improve clarity. However, some minor issues reduce readability: the variable naming (trv, rv, _srcobj) is cryptic, and the explicit tuple type annotations are verbose, adding visual noise. The logic in _get_source_explained is slightly tangled due to tracking both rv and trv. list_templates repeats the loader retrieval pattern from _iter_loaders, though this is likely intentional for iteration efficiency. Overall, the code is highly readable and maintainable.

Run 1

Code Structure: Well-organized class with separate methods for loader iteration, fast lookup, diagnostic lookup, and listing templates. Nesting: Generally shallow, although diagnostic lookup and template listing introduce moderate nesting. Clarity of intent: Descriptive method names, a class docstring, and type annotations communicate purpose; abbreviated variables such as rv, trv, and srcobj make diagnostic logic harder to follow. Code length: Reasonably concise, but repeated complex tuple annotations and loader traversal add verbosity; unused imports and the unused template parameter introduce clutter. Action granularity: Statements generally perform one action per line, with no compressed multi-action statements. Reading flow: Lookup dispatch and fallback behavior follow naturally, but the inline import and dense annotations interrupt the flow slightly.

Run 2

Code Structure: Well-organized class with separate methods for dispatch, diagnostics, fast lookup, loader iteration, and template listing. Nesting: Mostly shallow; the diagnostic loop and blueprint template collection introduce modest nesting. Clarity of intent: Descriptive method names, a helpful class docstring, and type annotations clarify behavior, but abbreviated names such as rv and trv obscure the diagnostic path. Code length: Generally concise, though repeated complex tuple annotations and the nested template-collection loop add avoidable verbosity. Action granularity: Each line generally performs one clear action. Reading flow: Methods follow a logical progression, with straightforward returns and exception handling; the local import slightly interrupts flow. Unused imports, an unused template parameter in _iter_loaders, and externally unresolved App and Scaffold names add minor distractions.

Run 3

Code Structure: Well-organized methods separate dispatch, diagnostic loading, fast loading, loader iteration, and template listing. Nesting: Mostly shallow, although diagnostic loading and blueprint template collection introduce moderate nesting. Clarity of intent: Descriptive method names, a class docstring, and type annotations clarify behavior; abbreviated variables such as rv and trv, undefined-in-snippet types App and Scaffold, and an unused template parameter reduce clarity. Code length: Generally concise, but repeated complex tuple annotations and the inner template-collection loop add avoidable verbosity. Action granularity: Statements consistently perform one action per line. Reading flow: Public dispatch followed by specialized helpers creates a natural progression, with straightforward early returns and exception handling; the local import and dense annotations slightly interrupt that flow.