Sample

pyint-ee0e09a8469a-I05

Rewrite eligible decimal integer literals in hexadecimal notation

Matched original source

Lines523

Scores

MethodScoreScale
Posnett00–1; higher is more readable
Dorn0.0040–1; higher is more readable
Mi0.5610–1; higher is more readable
LLOC212Logical lines; fewer is more readable
DeepSeek V4 Pro15.670–20; mean of three runs
GPT-6.1 Sol15.330–20; mean of three runs
BTTF0.3780–1; higher is more readable

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Source code

from __future__ import annotations import datetime import encodings.idna # noqa: F401 from collections.abc import Callable, Generator, Iterable, Iterator, Mapping from io import UnsupportedOperation from typing import ( TYPE_CHECKING, Any, Final, Literal, cast, overload, ) from urllib3.exceptions import ( DecodeError, LocationParseError, ProtocolError, ReadTimeoutError, SSLError, ) from urllib3.fields import RequestField from urllib3.filepost import encode_multipart_formdata from urllib3.util import parse_url from . import _types as _t from ._internal_utils import to_native_string, unicode_is_ascii from .auth import HTTPBasicAuth from .compat import ( JSONDecodeError, basestring, builtin_str, chardet, cookielib, urlencode, urlsplit, urlunparse, ) from .compat import json as complexjson from .cookies import ( _copy_cookie_jar, cookiejar_from_dict, get_cookie_header, ) from .exceptions import ( ChunkedEncodingError, ConnectionError, ContentDecodingError, HTTPError, InvalidJSONError, InvalidURL, MissingSchema, StreamConsumedError, ) from .exceptions import JSONDecodeError as RequestsJSONDecodeError from .exceptions import SSLError as RequestsSSLError from .hooks import default_hooks from .status_codes import codes from .structures import CaseInsensitiveDict from .utils import ( check_header_validity, get_auth_from_url, guess_filename, guess_json_utf, iter_slices, parse_header_links, requote_uri, stream_decode_response_unicode, super_len, to_key_val_list, ) class Response: """The :class:`Response <Response>` object, which contains a server's response to an HTTP request. """ _content: bytes | Literal[False] | None _content_consumed: bool _next: PreparedRequest | None status_code: int headers: CaseInsensitiveDict[str] raw: Any url: str encoding: str | None history: list[Response] reason: str cookies: RequestsCookieJar elapsed: datetime.timedelta request: PreparedRequest connection: HTTPAdapter __attrs__: list[str] = [ "_content", "status_code", "headers", "url", "history", "encoding", "reason", "cookies", "elapsed", "request", ] def __init__(self) -> None: self._content = False self._content_consumed = False self._next = None #: Integer Code of responded HTTP Status, e.g. 404 or 200. self.status_code = None # type: ignore[assignment] #: Case-insensitive Dictionary of Response Headers. #: For example, ``headers['content-encoding']`` will return the #: value of a ``'Content-Encoding'`` response header. self.headers = CaseInsensitiveDict() #: File-like object representation of response (for advanced usage). #: Use of ``raw`` requires that ``stream=True`` be set on the request. #: This requirement does not apply for use internally to Requests. self.raw = None #: Final URL location of Response. self.url = None # type: ignore[assignment] #: Encoding to decode with when accessing r.text. self.encoding = None #: A list of :class:`Response <Response>` objects from #: the history of the Request. Any redirect responses will end #: up here. The list is sorted from the oldest to the most recent request. self.history = [] #: Textual reason of responded HTTP Status, e.g. "Not Found" or "OK". self.reason = None # type: ignore[assignment] #: A CookieJar of Cookies the server sent back. self.cookies = cookiejar_from_dict({}) #: The amount of time elapsed between sending the request #: and the arrival of the response (as a timedelta). #: This property specifically measures the time taken between sending #: the first byte of the request and finishing parsing the headers. It #: is therefore unaffected by consuming the response content or the #: value of the ``stream`` keyword argument. self.elapsed = datetime.timedelta(0x0) #: The :class:`PreparedRequest <PreparedRequest>` object to which this #: is a response. self.request = None # type: ignore[assignment] def __enter__(self) -> Self: return self def __exit__(self, *args: Any) -> None: self.close() def __getstate__(self) -> dict[str, Any]: # Consume everything; accessing the content attribute makes # sure the content has been fully read. if not self._content_consumed: self.content return {attr: getattr(self, attr, None) for attr in self.__attrs__} def __setstate__(self, state: dict[str, Any]) -> None: for name, value in state.items(): setattr(self, name, value) # pickled objects do not have .raw setattr(self, "_content_consumed", True) setattr(self, "raw", None) def __repr__(self) -> str: return f"<Response [{self.status_code}]>" def __bool__(self) -> bool: """Returns True if :attr:`status_code` is less than 400. This attribute checks if the status code of the response is between 400 and 600 to see if there was a client error or a server error. If the status code, is between 200 and 400, this will return True. This is **not** a check to see if the response code is ``200 OK``. """ return self.ok def __nonzero__(self) -> bool: """Returns True if :attr:`status_code` is less than 400. This attribute checks if the status code of the response is between 400 and 600 to see if there was a client error or a server error. If the status code, is between 200 and 400, this will return True. This is **not** a check to see if the response code is ``200 OK``. """ return self.ok def __iter__(self) -> Iterator[bytes]: """Allows you to use a response as an iterator.""" return self.iter_content(0x80) @property def ok(self) -> bool: """Returns True if :attr:`status_code` is less than 400, False if not. This attribute checks if the status code of the response is between 400 and 600 to see if there was a client error or a server error. If the status code is between 200 and 400, this will return True. This is **not** a check to see if the response code is ``200 OK``. """ try: self.raise_for_status() except HTTPError: return False return True @property def is_redirect(self) -> bool: """True if this Response is a well-formed HTTP redirect that could have been processed automatically (by :meth:`Session.resolve_redirects`). """ return "location" in self.headers and self.status_code in REDIRECT_STATI @property def is_permanent_redirect(self) -> bool: """True if this Response one of the permanent versions of redirect.""" return "location" in self.headers and self.status_code in ( codes.moved_permanently, codes.permanent_redirect, ) @property def next(self) -> PreparedRequest | None: """Returns a PreparedRequest for the next request in a redirect chain, if there is one.""" return self._next @property def apparent_encoding(self) -> str | None: """The apparent encoding, provided by the charset_normalizer or chardet libraries.""" if chardet is not None: return chardet.detect(self.content)["encoding"] else: # If no character detection library is available, we'll fall back # to a standard Python utf-8 str. return "utf-8" @overload def iter_content( self, chunk_size: int | None = 0x1, decode_unicode: Literal[False] = False ) -> Iterator[bytes]: ... @overload def iter_content( self, chunk_size: int | None = 0x1, *, decode_unicode: Literal[True] ) -> Iterator[str | bytes]: ... def iter_content( self, chunk_size: int | None = 0x1, decode_unicode: bool = False ) -> Iterator[str | bytes]: """Iterates over the response data. When stream=True is set on the request, this avoids reading the content at once into memory for large responses. The chunk size is the number of bytes it should read into memory. This is not necessarily the length of each item returned as decoding can take place. chunk_size must be of type int or None. A value of None will function differently depending on the value of `stream`. stream=True will read data as it arrives in whatever size the chunks are received. If stream=False, data is returned as a single chunk. If decode_unicode is True, content will be decoded using encoding information from the response. If no encoding information is available, bytes will be returned. This can be bypassed by manually setting `encoding` on the response. """ def generate() -> Generator[bytes, None, None]: # Special case for urllib3. if hasattr(self.raw, "stream"): try: yield from self.raw.stream(chunk_size, decode_content=True) except ProtocolError as e: raise ChunkedEncodingError(e) except DecodeError as e: raise ContentDecodingError(e) except ReadTimeoutError as e: raise ConnectionError(e) except SSLError as e: raise RequestsSSLError(e) else: # Standard file-like object. while True: chunk = self.raw.read(chunk_size) if not chunk: break yield chunk self._content_consumed = True if self._content_consumed and isinstance(self._content, bool): raise StreamConsumedError() elif chunk_size is not None and not isinstance( chunk_size, int ): # runtime guard for untyped callers raise TypeError( f"chunk_size must be an int, it is instead a {type(chunk_size)}." ) if self._content_consumed: # simulate reading small chunks of the content content = cast(bytes, self._content) chunks = iter_slices(content, chunk_size) else: chunks = generate() if decode_unicode: chunks = stream_decode_response_unicode(chunks, self) return chunks @overload def iter_lines( self, chunk_size: int = ITER_CHUNK_SIZE, decode_unicode: Literal[False] = False, delimiter: bytes | None = None, ) -> Iterator[bytes]: ... @overload def iter_lines( self, chunk_size: int = ITER_CHUNK_SIZE, *, decode_unicode: Literal[True], delimiter: str | bytes | None = None, ) -> Iterator[str | bytes]: ... def iter_lines( self, chunk_size: int = ITER_CHUNK_SIZE, decode_unicode: bool = False, delimiter: str | bytes | None = None, ) -> Iterator[str | bytes]: """Iterates over the response data, one line at a time. When stream=True is set on the request, this avoids reading the content at once into memory for large responses. The decode_unicode param works the same as in `iter_content`, with the same caveats. .. note:: This method is not reentrant safe. """ pending: str | bytes | None = None for chunk in self.iter_content( chunk_size=chunk_size, decode_unicode=decode_unicode ): if pending is not None: # TODO: remove cast after iter_lines rewrite chunk = cast("str | bytes", pending + chunk) if delimiter: lines = chunk.split(delimiter) # type: ignore[arg-type] else: lines = chunk.splitlines() if lines and lines[-0x1] and chunk and lines[-0x1][-0x1] == chunk[-0x1]: pending = lines.pop() else: pending = None yield from lines if pending is not None: yield pending @property def content(self) -> bytes: """Content of the response, in bytes.""" if self._content is False: # Read the contents. if self._content_consumed: raise RuntimeError("The content for this response was already consumed") if self.status_code == 0x0 or self.raw is None: self._content = None else: self._content = b"".join(self.iter_content(CONTENT_CHUNK_SIZE)) or b"" self._content_consumed = True # don't need to release the connection; that's been handled by urllib3 # since we exhausted the data. return self._content # type: ignore[return-value] @property def text(self) -> str: """Content of the response, in unicode. If Response.encoding is None, encoding will be guessed using ``charset_normalizer`` or ``chardet``. The encoding of the response content is determined based solely on HTTP headers, following RFC 2616 to the letter. If you can take advantage of non-HTTP knowledge to make a better guess at the encoding, you should set ``r.encoding`` appropriately before accessing this property. """ # Try charset from content-type content = None encoding = self.encoding if not self.content: return "" # Fallback to auto-detected encoding. if self.encoding is None: encoding = self.apparent_encoding # Decode unicode from given encoding. try: content = str(self.content, encoding or "utf-8", errors="replace") except (LookupError, TypeError): # A LookupError is raised if the encoding was not found which could # indicate a misspelling or similar mistake. # # A TypeError can be raised if encoding is None # # So we try blindly encoding. content = str(self.content, errors="replace") return content def json(self, **kwargs: Any) -> Any: r"""Decodes the JSON response body (if any) as a Python object. This may return a dictionary, list, etc. depending on what is in the response. :param \*\*kwargs: Optional arguments that ``json.loads`` takes. :raises requests.exceptions.JSONDecodeError: If the response body does not contain valid json. """ if not self.encoding and self.content and len(self.content) > 0x3: # No encoding set. JSON RFC 4627 section 3 states we should expect # UTF-8, -16 or -32. Detect which one to use; If the detection or # decoding fails, fall back to `self.text` (using charset_normalizer to make # a best guess). encoding = guess_json_utf(self.content) if encoding is not None: try: return complexjson.loads(self.content.decode(encoding), **kwargs) except UnicodeDecodeError: # Wrong UTF codec detected; usually because it's not UTF-8 # but some other 8-bit codec. This is an RFC violation, # and the server didn't bother to tell us what codec *was* # used. pass except JSONDecodeError as e: raise RequestsJSONDecodeError(e.msg, e.doc, e.pos) try: return complexjson.loads(self.text, **kwargs) except JSONDecodeError as e: # Catch JSON-related errors and raise as requests.JSONDecodeError # This aliases json.JSONDecodeError and simplejson.JSONDecodeError raise RequestsJSONDecodeError(e.msg, e.doc, e.pos) @property def links(self) -> dict[str, dict[str, str]]: """Returns the parsed header links of the response, if any.""" header = self.headers.get("link") resolved_links: dict[str, dict[str, str]] = {} if header: links = parse_header_links(header) for link in links: key = link.get("rel") or link.get("url") if key is not None: resolved_links[key] = link return resolved_links def raise_for_status(self) -> None: """Raises :class:`HTTPError`, if one occurred.""" http_error_msg = "" if isinstance(self.reason, bytes): # We attempt to decode utf-8 first because some servers # choose to localize their reason strings. If the string # isn't utf-8, we fall back to iso-8859-1 for all other # encodings. (See PR #3538) try: reason = self.reason.decode("utf-8") except UnicodeDecodeError: reason = self.reason.decode("iso-8859-1") else: reason = self.reason if 0x190 <= self.status_code < 0x1f4: http_error_msg = ( f"{self.status_code} Client Error: {reason} for url: {self.url}" ) elif 0x1f4 <= self.status_code < 0x258: http_error_msg = ( f"{self.status_code} Server Error: {reason} for url: {self.url}" ) if http_error_msg: raise HTTPError(http_error_msg, response=self) def close(self) -> None: """Releases the connection back to the pool. Once this method has been called the underlying ``raw`` object must not be accessed again. *Note: Should not normally need to be called explicitly.* """ if not self._content_consumed: self.raw.close() release_conn = getattr(self.raw, "release_conn", None) if release_conn is not None: release_conn()

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.13943.051−460.121
Source linesThe number of non-empty source lines.523+209.2
Byte entropyHow varied the bytes in the source text are. Repeated bytes give a lower value; a more even mixture gives a higher value.4.429−6.644

Intercept 8.87 + feature contributions = -248.694 (log-odds).
Score = sigmoid(-248.694) = 0.

Feature contributions

FeatureValueContribution
(log-odds)
Comment layout frequencyHow frequently the layout switches between lines containing only comments or whitespace and lines containing code.524−17.517
Indentation frequencyHow rapidly indentation changes from line to line.392+12.822
Number layout frequencyHow rapidly the number of numeric values per line changes through the code.392−8.574
Identifier layout (vertical)How rapidly the visual pattern of identifier characters changes from top to bottom.522.98+6.9
Comment layout (horizontal)How rapidly the visual pattern of comment characters changes from left to right.97.794+0.773
Operator visual areaThe share of the code’s visual area occupied by operators such as +, =, and *.0.043+0.52
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.97.954−0.484

Intercept 0.07 + feature contributions = -5.49 (log-odds).
Score = sigmoid(-5.49) = 0.004.

Score0.561
Score212
Run 1

The code is generally readable with clear class structure, logical organization, and good docstrings explaining intent. Import grouping is well-organized. However, it suffers from several readability issues: use of magic numbers (0x1, 0x80, 0x190, etc.) instead of named constants, some deeply nested conditional logic, inconsistent verbosity in comments (very detailed in __init__ but sparse elsewhere), and occasional multi-action lines. The code length is justified by the complexity of a Response class, but some methods could be simplified. Overall, it's maintainable for experienced Python developers familiar with the requests library conventions, but could benefit from extracting magic numbers and simplifying certain control flows.

Run 2

The code is generally well-structured and readable, with clear class organization, type hints, and descriptive docstrings. Imports are grouped logically. Most methods follow a flat structure and perform one action per line. However, some sections reduce readability: the hex constants like 0x1, 0x80, 0x3, 0x190, 0x1f4, and 0x258 obscure intent, and certain methods (e.g., iter_content, json) have moderately deep nesting or complex conditionals. The heavy use of overloads and type annotations, while useful, adds verbosity. Overall, it reads fairly naturally for an experienced Python developer.

Run 3

The code demonstrates strong readability with logical class structure, clear method separation, and comprehensive documentation. The type annotations are extensive and aid understanding. The nesting is shallow with only occasional deeper levels in methods like iter_content. Intent is generally clear through descriptive method names and docstrings, though some methods like __nonzero__ contain duplicated documentation from __bool__. The code is somewhat lengthy due to extensive comments and type annotations, but this improves clarity rather than obscuring it. Action granularity is well-maintained with one primary operation per line. The reading flow is natural, with methods organized logically from initialization through properties and methods. Minor readability concerns include the numerous imports at the top (though well-organized) and occasional use of hexadecimal notation (0x80, 0x1) that may be less immediately clear than decimal equivalents. Overall, the code follows excellent Python conventions and prioritizes clarity through documentation and structure.

Run 1

Code Structure: Cohesive Response class with well-separated methods and properties, though many imports are unrelated to the shown class. Nesting: Mostly shallow, with moderate nesting in streaming and JSON decoding logic. Clarity of intent: Descriptive names, type annotations, and explanatory docstrings help; hexadecimal HTTP status thresholds, chunk sizes, and negative indices unnecessarily obscure familiar values. Content-state sentinels and type-ignore annotations also require extra interpretation. Code length: Generally justified by functionality, but duplicated boolean-method documentation and verbose comments add bulk. Action granularity: Almost consistently one action per line, with a few dense expressions and conditions. Reading flow: Methods follow a sensible progression from initialization to iteration, decoding, error handling, and cleanup; overload declarations and complex line-boundary checks interrupt otherwise natural reading.

Run 2

Code Structure: A cohesive Response class separates initialization, streaming, decoding, status checks, and cleanup into focused methods, though the import block includes many apparently unrelated dependencies. Nesting: Most methods are shallow; streaming and JSON decoding introduce moderate nested branching and exception handling. Clarity of intent: Descriptive names, docstrings, and comments explain behavior well, but hexadecimal literals obscure familiar HTTP status boundaries and indexing, while mixed content sentinels and type suppressions complicate understanding. Code length: Extensive documentation is useful, but repeated boolean-method docstrings, overload declarations, and compatibility machinery make the class lengthy. Action granularity: Statements generally perform one action per line; comprehensions and compound conditions remain mostly manageable. Reading flow: Methods follow a sensible progression from object lifecycle to response access and cleanup. However, implicit content consumption through property access, dense line-buffer logic, and names not defined in the supplied snippet interrupt otherwise natural reading.

Run 3

Code Structure: Well-organized class with focused methods and properties separating response handling concerns. Nesting: Mostly shallow, though streaming and JSON decoding contain moderately nested branches and exception handling. Clarity of intent: Descriptive names, annotations, and extensive documentation help, but hexadecimal HTTP status codes and indices obscure familiar values; mixed sentinel states and type-ignore comments complicate understanding. Code length: Generally justified by functionality, but repeated docstrings, lengthy comments, overloads, and numerous imports add reading overhead. Action granularity: Consistently uses one main action per line, with only a few dense expressions such as the pending-line condition. Reading flow: Methods follow a coherent progression from initialization to streaming, decoding, validation, and cleanup. However, external names not defined in the snippet and stateful interactions between content consumption and iteration require additional context.