Sample

pyint-001c7dde90a8-I13

Lower every eligible synchronous for loop to a while loop

Matched original source

Lines533

Scores

MethodScoreScale
Posnett00–1; higher is more readable
Dorn0.0040–1; higher is more readable
Mi0.5610–1; higher is more readable
LLOC220Logical lines; fewer is more readable
DeepSeek V4 Pro160–20; mean of three runs
GPT-6.1 Sol150–20; mean of three runs
BTTF0.5650–1; 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: loopIterator = __import__("builtins").iter(state.items()) while True: try: name, value = __import__("builtins").next(loopIterator) except __import__("builtins").StopIteration: break 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) loopIteratorA = __import__("builtins").iter(links) while True: try: link = __import__("builtins").next(loopIteratorA) except __import__("builtins").StopIteration: break 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.14501.617−478.553
Source linesThe number of non-empty source lines.533+213.2
Byte entropyHow varied the bytes in the source text are. Repeated bytes give a lower value; a more even mixture gives a higher value.4.42−6.63

Intercept 8.87 + feature contributions = -263.113 (log-odds).
Score = sigmoid(-263.113) = 0.

Feature contributions

FeatureValueContribution
(log-odds)
Comment layout frequencyHow frequently the layout switches between lines containing only comments or whitespace and lines containing code.534−17.871
Indentation frequencyHow rapidly indentation changes from line to line.402+13.168
Number layout frequencyHow rapidly the number of numeric values per line changes through the code.402−8.804
Identifier layout (vertical)How rapidly the visual pattern of identifier characters changes from top to bottom.532.97+7.04
Comment layout (horizontal)How rapidly the visual pattern of comment characters changes from left to right.97.968+0.776
Operator visual areaThe share of the code’s visual area occupied by operators such as +, =, and *.0.044+0.511
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.97.972−0.484

Intercept 0.07 + feature contributions = -5.594 (log-odds).
Score = sigmoid(-5.594) = 0.004.

Score0.561
Score220
Run 1

The code is highly readable with clear class structure, well-organized imports, and logical method grouping. The Response class follows standard Python conventions with comprehensive docstrings. Nesting is generally shallow, though the `iter_content` method has some depth in its error handling. Intent is clear throughout—each method has a focused purpose and explanatory comments where needed. Code length is appropriate for the functionality, though some repetition exists (e.g., similar docstrings in `__bool__` and `__nonzero__`). Action granularity is mostly one-action-per-line with occasional multi-purpose lines. Reading flow is natural and follows a logical progression from initialization through properties to methods. Minor issues: unusual `__import__('builtins')` calls in `__setstate__` and `links` instead of direct builtin usage slightly hinder readability, and certain type-checking comments add noise without contributing significantly to clarity.

Run 2

The code is generally readable but has notable issues. Structure is logical with clear class organization and type hints. However, the imports section is excessively long, and some methods like __setstate__ and links use awkward manual iterator loops with __import__('builtins') instead of standard Python syntax, which hurts clarity and flow. Nesting is mostly flat, though iter_content has multiple indentation levels. Action granularity is good—one action per line in most cases. Intent is clear for most methods due to good docstrings, but some logic (like apparent_encoding fallback and content property edge cases) could be clearer. The code length is justified for a Response class but some methods are verbose. Overall, it maintains professional standards but has inconsistent patterns that reduce readability.

Run 3

The code is generally well-structured and readable, with clear type hints, docstrings, and logical organization. The Response class methods are appropriately separated, and most actions are one per line. However, readability is hampered by a few issues: the __setstate__ and links methods use an unusual manual iterator pattern with __import__('builtins') instead of standard Python loops, disrupting the natural reading flow. Some methods (e.g., iter_content, text, json) have moderately deep nesting and complex conditional logic that require careful reading. The extensive imports and long docstrings add length but are arguably necessary for a library of this size. Overall, it maintains good clarity of intent despite minor inconsistencies in style and a few convoluted implementations.

Run 1

Code Structure: Well-organized Response class with focused methods and properties, although the extensive import block adds clutter. Nesting: Generally moderate, but streaming, JSON decoding, and manual iterator loops introduce deeper control flow. Clarity of intent: Descriptive method names, type annotations, and detailed documentation explain most behavior; content-state sentinels and dynamic builtins imports are less intuitive. Code length: Mostly justified by functionality, but repeated docstrings, verbose comments, overloads, and unnecessarily expanded iteration increase reading effort. Action granularity: Statements generally perform one action per line, making operations easy to follow. Reading flow: Consistent formatting and logical method boundaries support navigation, but explicit iter/next/StopIteration loops in __setstate__ and links interrupt otherwise idiomatic Python. Standard for loops would substantially improve these sections.

Run 2

Code Structure: Well-organized class with focused methods and properties, though numerous unrelated imports add clutter. Nesting: Generally moderate; streaming and JSON decoding introduce deeper but understandable branches, while manually expanded iterator loops add avoidable nesting. Clarity of intent: Descriptive method names, type annotations, and extensive documentation clarify behavior. However, dynamic builtins imports, generic iterator names, sentinel-based content state, and type-ignore annotations complicate interpretation. Code length: Mostly justified by functionality and documentation, but duplicated boolean-method docstrings and verbose replacements for ordinary for loops are unnecessarily long. Action granularity: Statements generally perform one action per line, with no dense multi-statement lines. Reading flow: Consistent formatting and logical progression from initialization to response access and cleanup support navigation. Flow is disrupted by nonidiomatic iteration in __setstate__ and links, lengthy import lists, and complex streaming state transitions.

Run 3

Code Structure: Well-organized class with focused methods and properties, although the extensive import block includes unrelated dependencies. Nesting: Mostly shallow, with moderate nesting in streaming, JSON decoding, and link parsing. Clarity of intent: Descriptive method names, annotations, and documentation explain behavior well; unusual dynamic builtins imports, generic iterator names, and mixed content sentinel states obscure some details. Code length: Generally justified by functionality, but repeated documentation, overloads, and manually expanded iterator loops add verbosity. Action granularity: Statements usually perform one action per line, making individual operations easy to follow. Reading flow: Method boundaries and comments support natural reading, but nonidiomatic while/try/StopIteration loops disrupt otherwise conventional Python flow. Overall, readable and well-documented, with localized complexity and avoidable verbosity.