Sample

pyint-be75ffbacec7-I10

Deterministically remove some optional blank lines and bracketed line breaks

Matched original source

Lines454

Scores

MethodScoreScale
Posnett00–1; higher is more readable
Dorn0.0040–1; higher is more readable
Mi0.140–1; higher is more readable
LLOC212Logical lines; fewer is more readable
DeepSeek V4 Pro7.330–20; mean of three runs
GPT-6.1 Sol14.670–20; mean of three runs
BTTF0.3840–1; higher is more readable

Views

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(0) #: 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(128) @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 = 1, decode_unicode: Literal[False] = False ) -> Iterator[bytes]: ... @overload def iter_content( self, chunk_size: int | None = 1, *, decode_unicode: Literal[True] ) -> Iterator[str | bytes]: ... def iter_content( self, chunk_size: int | None = 1, 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[-1] and chunk and lines[-1][-1] == chunk[-1]: 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 == 0 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) > 3: # 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 400 <= self.status_code < 500: http_error_msg = ( f"{self.status_code} Client Error: {reason} for url: {self.url}" ) elif 500 <= self.status_code < 600: 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.454+181.6
Byte entropyHow varied the bytes in the source text are. Repeated bytes give a lower value; a more even mixture gives a higher value.4.414−6.621

Intercept 8.87 + feature contributions = -276.272 (log-odds).
Score = sigmoid(-276.272) = 0.

Feature contributions

FeatureValueContribution
(log-odds)
Comment layout frequencyHow frequently the layout switches between lines containing only comments or whitespace and lines containing code.455−15.074
Indentation frequencyHow rapidly indentation changes from line to line.326+10.539
Number layout frequencyHow rapidly the number of numeric values per line changes through the code.326−7.06
Identifier layout (vertical)How rapidly the visual pattern of identifier characters changes from top to bottom.453.96+5.936
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.124.967−1.628
Comment layout (horizontal)How rapidly the visual pattern of comment characters changes from left to right.124.98+1.212
Operator visual areaThe share of the code’s visual area occupied by operators such as +, =, and *.0.043+0.52

Intercept 0.07 + feature contributions = -5.485 (log-odds).
Score = sigmoid(-5.485) = 0.004.

Score0.14
Score212
Run 1

The code is a large, monolithic class with inconsistent formatting and alignment that severely hampers readability. While each method has a clear purpose, the overall organization suffers from cramped, arbitrary line breaks and misaligned imports/type annotations. The nesting is generally flat, which is good, but readability is undermined by bizarre spacing (e.g., 'SSLError, )', 'cookielib, urlencode') and run-on method definitions. Several methods are concise but lack clear separation between them. Action granularity varies: some lines contain multiple operations, while others are broken unnecessarily. Reading flow is disjointed due to formatting inconsistencies. The presence of type hints and docstrings is commendable, but the presentation is so erratic that it obscures the code's structure and intent, making it harder to follow than the underlying logic would suggest.

Run 2

The code has significant readability issues. While it follows some logical organization with clear section markers, the structure is undermined by inconsistent formatting. The import statements are particularly problematic with irregular indentation and alignment throughout multiple import blocks. Nesting levels are reasonable with only 2-3 levels maximum in methods like json() and iter_content(). The intent is generally clear through well-written docstrings, but the layout disrupts understanding. Code length is appropriate but formatting choices make it appear longer than necessary. Action granularity varies wildly - some areas have multiple statements per line while others are overly spaced. The reading flow is severely disrupted by the inconsistent spacing and indentation, especially in method definitions and the __attrs__ list. Overall, the code is functional but the formatting inconsistencies make it unnecessarily difficult to read.

Run 3

The code suffers from severe readability issues despite containing clear docstrings. Import statements are poorly formatted with inconsistent spacing and trailing parentheses on separate lines. Multiple statements are frequently placed on the same line, particularly in class attributes and method definitions, violating the 'one action per line' principle. The __attrs__ list is crammed onto few lines with inconsistent indentation. Several methods lack proper spacing between them, making the class structure hard to follow. Type hints and docstrings are good, showing clear intent, but the formatting destroys the reading flow. The inconsistent spacing in function calls like iter_content parameters and the scattered alignment in method signatures create visual noise. While the code logic itself is reasonably organized, the presentation makes it unnecessarily difficult to parse visually.

Run 1

Code Structure: A cohesive Response class separates responsibilities into focused methods and properties, though imports and method spacing are inconsistent. Nesting: Most methods are shallow; streaming and JSON decoding introduce moderate, understandable nesting. Clarity of intent: Descriptive names, type annotations, and extensive docstrings clarify behavior, but sentinel-based content state, casts, and implicit consumption through property access require extra attention. Code length: Mostly justified by functionality and documentation, although repeated boolean-method docstrings and verbose comments add bulk. Action granularity: Statements generally perform one action per line; crowded imports and signatures reduce visual clarity without combining executable actions. Reading flow: Methods follow a broadly natural progression from initialization to response inspection, content handling, and cleanup, but irregular whitespace, missing blank lines, and awkward wrapping repeatedly interrupt scanning.

Run 2

Code Structure: The Response class is logically divided into focused methods and properties, though imports and member spacing are inconsistent. Nesting: Mostly shallow, with moderate nesting in streaming, JSON decoding, and link parsing. Clarity of intent: Descriptive names, type annotations, and extensive documentation explain behavior well; implicit content-consumption side effects and complex line-boundary conditions require closer reading. Code length: Most implementations are reasonably concise, but repeated documentation, verbose comments, and a large import block add bulk. Action granularity: Executable statements generally perform one action per line; crowded imports, signatures, and lists reduce visual clarity without combining unrelated operations. Reading flow: Method organization is coherent, but irregular whitespace, missing blank lines between methods, awkward wrapping, and long lines interrupt scanning. Overall, the logic is readable and well documented, but formatting inconsistencies and some stateful complexity prevent a higher score.

Run 3

Code Structure: Methods logically separate response state, streaming, decoding, and error handling, although the class is large. Nesting: Mostly shallow, with moderately nested streaming and JSON-decoding branches. Clarity of intent: Descriptive names, type annotations, and thorough docstrings explain behavior well; implicit content-consumption side effects and sentinel values require extra attention. Code length: Much of the length supports functionality and documentation, but repeated docstrings and verbose comments add overhead. Action granularity: Executable statements generally perform one action per line, though crowded imports and signatures reduce visual clarity. Reading flow: Method ordering is sensible, but inconsistent spacing, missing blank lines between methods, and awkward line wrapping interrupt scanning. Overall, the code is understandable and well documented, but formatting inconsistencies and some state-management complexity prevent a higher score.