Sample

pyint-483aca9cdeb3-I04

Replace names with deterministic minifier-style shortest identifiers

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 Pro2.670–20; mean of three runs
GPT-6.1 Sol100–20; mean of three runs
BTTF0.3070–1; 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, *s: Any) -> None: self.r() 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.m return {t: getattr(self, t, None) for t in self.__attrs__} def __setstate__(self, u: dict[str, Any]) -> None: for v, w in u.items(): setattr(self, v, w) # 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.a 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.a def __iter__(self) -> Iterator[bytes]: """Allows you to use a response as an iterator.""" return self.i(128) @property def a(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.q() except HTTPError: return False return True @property def b(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 c(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 d(self) -> PreparedRequest | None: """Returns a PreparedRequest for the next request in a redirect chain, if there is one.""" return self._next @property def f(self) -> str | None: """The apparent encoding, provided by the charset_normalizer or chardet libraries.""" if chardet is not None: return chardet.detect(self.m)["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 i( self, x: int | None = 1, y: Literal[False] = False ) -> Iterator[bytes]: ... @overload def i( self, z: int | None = 1, *, A: Literal[True] ) -> Iterator[str | bytes]: ... def i( self, B: int | None = 1, C: 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: F = self.raw.read(chunk_size) if not F: break yield F self._content_consumed = True if self._content_consumed and isinstance(self._content, bool): raise StreamConsumedError() elif B is not None and not isinstance( B, int ): # runtime guard for untyped callers raise TypeError( f"chunk_size must be an int, it is instead a {type(B)}." ) if self._content_consumed: # simulate reading small chunks of the content D = cast(bytes, self._content) E = iter_slices(D, B) else: E = generate() if C: E = stream_decode_response_unicode(E, self) return E @overload def l( self, G: int = ITER_CHUNK_SIZE, H: Literal[False] = False, I: bytes | None = None, ) -> Iterator[bytes]: ... @overload def l( self, J: int = ITER_CHUNK_SIZE, *, K: Literal[True], L: str | bytes | None = None, ) -> Iterator[str | bytes]: ... def l( self, M: int = ITER_CHUNK_SIZE, N: bool = False, O: 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. """ P: str | bytes | None = None for Q in self.i( chunk_size=M, decode_unicode=N ): if P is not None: # TODO: remove cast after iter_lines rewrite Q = cast("str | bytes", P + Q) if O: R = Q.split(O) # type: ignore[arg-type] else: R = Q.splitlines() if R and R[-1] and Q and R[-1][-1] == Q[-1]: P = R.pop() else: P = None yield from R if P is not None: yield P @property def m(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.i(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 n(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 S = None T = self.encoding if not self.m: return "" # Fallback to auto-detected encoding. if self.encoding is None: T = self.f # Decode unicode from given encoding. try: S = str(self.m, T 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. S = str(self.m, errors="replace") return S def o(self, **U: 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.m and len(self.m) > 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). V = guess_json_utf(self.m) if V is not None: try: return complexjson.loads(self.m.decode(V), **U) 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.n, **U) 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 p(self) -> dict[str, dict[str, str]]: """Returns the parsed header links of the response, if any.""" W = self.headers.get("link") X: dict[str, dict[str, str]] = {} if W: Y = parse_header_links(W) for Z in Y: aa = Z.get("rel") or Z.get("url") if aa is not None: X[aa] = Z return X def q(self) -> None: """Raises :class:`HTTPError`, if one occurred.""" ab = "" 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: ac = self.reason.decode("utf-8") except UnicodeDecodeError: ac = self.reason.decode("iso-8859-1") else: ac = self.reason if 400 <= self.status_code < 500: ab = ( f"{self.status_code} Client Error: {ac} for url: {self.url}" ) elif 500 <= self.status_code < 600: ab = ( f"{self.status_code} Server Error: {ac} for url: {self.url}" ) if ab: raise HTTPError(ab, response=self) def r(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() ad = getattr(self.raw, "release_conn", None) if ad is not None: ad()

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.14136.816−466.515
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.4.412−6.618

Intercept 8.87 + feature contributions = -255.062 (log-odds).
Score = sigmoid(-255.062) = 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.522.99+6.901
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 *.0.046+0.495
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.97.962−0.484

Intercept 0.07 + feature contributions = -5.512 (log-odds).
Score = sigmoid(-5.512) = 0.004.

Score0.561
Score212
Run 1

The code is heavily obfuscated and unreadable. Class methods and attributes use meaningless single-letter or non-descriptive names (a, b, c, i, l, m, q, r), obscuring intent. Variable names are similarly cryptic (U, W, X, Y, Z, aa, ab, ac). The original method names (e.g., ok, is_redirect, iter_content, iter_lines, content, text, json) have been replaced, so reading flow is broken. Some code logic is incomplete or incorrect (e.g., __getstate__ references 'self.m' without calling it, __bool__ returns 'self.a' which is a property but seems misused). Deep nesting in iter_content is moderate, but the overall lack of clarity, poor structure, and ambiguous names make it nearly unreadable. Import organization is fine, but it does not compensate for the obfuscated class body.

Run 2

This code is extremely difficult to read due to deliberately obfuscated naming (single letters like 'a', 'b', 'm', 'i', 'q' replacing meaningful method/property names), inconsistent and confusing variable names (B, C, D, E, F, etc.), and broken/incomplete method calls (e.g., 'self.m', 'self.i(128)', 'return self.a'). The class structure is recognizable but the naming destroys clarity of intent. Nesting is moderate but actions per line are mostly reasonable. Reading flow is severely disrupted by meaningless identifiers, making the code nearly unreadable. The code appears to be intentionally minified or corrupted from an original readable version.

Run 3

This code is severely obfuscated. Variable and method names are replaced with meaningless single letters (a, b, c, f, i, l, m, n, p, q, r), and even critical operations are truncated (self.m, self.r(), self.i(128)). Core methods like __bool__, __nonzero__, and properties like 'a' are reduced to near-empty stubs that call other cryptic methods. The original docstrings remain but no longer match the code, creating false documentation. There is no logical structure or clarity of intent; even basic flow is impossible to follow without massive effort. Nesting and line length are acceptable in places, but the deliberate name mangling and missing expressions make the code effectively unreadable. It violates almost every readability criterion: clarity, action granularity, reading flow, and code structure are all broken.

Run 1

1. Code Structure: Coherent Response class with separate methods for streaming, decoding, status handling, and cleanup; extensive imports add clutter. 2. Nesting: Mostly shallow, with moderate nesting in generators, JSON decoding, and link parsing. 3. Clarity of intent: Docstrings and descriptive attributes help, but single-letter method and variable names severely obscure meaning. Documentation references original names that no longer match signatures; undefined chunk_size references further confuse interpretation. 4. Code length: Individual methods are generally manageable, but repetitive docstrings, verbose initialization comments, and unused imports make the excerpt longer than necessary. 5. Action granularity: Statements generally perform one action per line, with readable spacing and conventional formatting. 6. Reading flow: Methods follow a sensible lifecycle and functional progression, but opaque cross-method calls, inconsistent overload parameter names, and mismatched keyword arguments force readers to repeatedly reconstruct intent.

Run 2

Code Structure: A logically organized Response class separates initialization, streaming, decoding, and error handling, although extensive imports add clutter. Nesting: Generally moderate, with deeper branching in streaming and JSON decoding. Clarity of intent: Strong docstrings and comments are undermined by single-letter method and variable names. References to original parameter names such as chunk_size, despite renamed parameters, make intent and relationships especially confusing. Code length: Many short methods help, but repetitive documentation, verbose initialization comments, and overloads increase reading effort. Action granularity: Most lines perform one clear operation, with little statement compression. Reading flow: Consistent formatting and method grouping support navigation, but opaque cross-method calls, mismatched keyword names, and undocumented external symbols repeatedly interrupt comprehension. Overall, the structural discipline preserves some readability, but naming and internal inconsistencies substantially weaken it.

Run 3

Code Structure: Methods logically separate response handling, decoding, streaming, and cleanup, although the import block is oversized for this excerpt. Nesting: Mostly shallow, with moderately nested streaming and JSON-decoding branches. Clarity of intent: Detailed docstrings and comments help, but single-letter method names and opaque variables severely obscure meaning. Parameter names also disagree with documented names and keyword calls, and chunk_size is referenced without a matching local parameter, making the intended flow harder to trust. Code length: Much length supports documentation and typing, but repeated boolean-method documentation and verbose initialization reduce concision. Action granularity: Generally one assignment or operation per line, with conventional comprehensions and generator delegation. Reading flow: Consistent formatting and sensible method grouping aid navigation, but understanding calls such as self.i(), self.m, and self.q() requires repeatedly consulting definitions. Overall, strong organization is undermined by pervasive naming obfuscation and inconsistent references.