Sample

pyint-aab843b62cd2-I09

Select one of ten low-readability unrelated code templates per class

Matched original source

Lines428

Scores

MethodScoreScale
Posnett00–1; higher is more readable
Dorn0.0060–1; higher is more readable
Mi0.5610–1; higher is more readable
LLOC197Logical lines; fewer is more readable
DeepSeek V4 Pro12.670–20; mean of three runs
GPT-6.1 Sol150–20; mean of three runs
BTTF0.3580–1; 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 PreparedRequest(RequestEncodingMixin, RequestHooksMixin): """The fully mutable :class:`PreparedRequest <PreparedRequest>` object, containing the exact bytes that will be sent to the server. Instances are generated from a :class:`Request <Request>` object, and should not be instantiated manually; doing so may produce undesirable effects. Usage:: >>> import requests >>> req = requests.Request('GET', 'https://httpbin.org/get') >>> r = req.prepare() >>> r <PreparedRequest [GET]> >>> s = requests.Session() >>> s.send(r) <Response [200]> """ method: str | None url: str | None headers: CaseInsensitiveDict[str | bytes] _cookies: RequestsCookieJar | CookieJar | None body: _t.BodyType hooks: dict[str, list[_t.HookType]] _body_position: int | object | None def __init__(self) -> None: #: HTTP verb to send to the server. self.method = None #: HTTP URL to send the request to. self.url = None #: dictionary of HTTP headers. self.headers = None # type: ignore[assignment] # The `CookieJar` used to create the Cookie header will be stored here # after prepare_cookies is called self._cookies = None #: request body to send to the server. self.body = None #: dictionary of callback hooks, for internal usage. self.hooks = default_hooks() #: integer denoting starting position of a readable file-like body. self._body_position = None def prepare( self, method: str | None = None, url: _t.UriType | None = None, headers: Mapping[str, str | bytes] | None = None, files: _t.FilesType = None, data: _t.DataType = None, params: _t.ParamsType = None, auth: _t.AuthType = None, cookies: RequestsCookieJar | CookieJar | dict[str, str] | None = None, hooks: _t.HooksInputType | None = None, json: _t.JsonType = None, ) -> None: """Prepares the entire request with the given parameters.""" url = cast("_t.UriType", url) self.prepare_method(method) self.prepare_url(url, params) self.prepare_headers(headers) self.prepare_cookies(cookies) self.prepare_body(data, files, json) self.prepare_auth(auth, url) # Note that prepare_auth must be last to enable authentication schemes # such as OAuth to work on a fully prepared request. # This MUST go after prepare_auth. Authenticators could add a hook self.prepare_hooks(hooks) def __repr__(self) -> str: return f"<PreparedRequest [{self.method}]>" def copy(self) -> PreparedRequest: p = PreparedRequest() p.method = self.method p.url = self.url p.headers = self.headers.copy() if self.headers is not None else None # type: ignore[assignment] p._cookies = _copy_cookie_jar(self._cookies) p.body = self.body p.hooks = self.hooks p._body_position = self._body_position return p def prepare_method(self, method: str | None) -> None: """Prepares the given HTTP method.""" self.method = method if self.method is not None: self.method = to_native_string(self.method.upper()) @staticmethod def _get_idna_encoded_host(host: str) -> str: import idna try: host = idna.encode(host, uts46=True).decode("utf-8") except idna.IDNAError: raise UnicodeError return host def prepare_url( self, url: _t.UriType, params: _t.ParamsType, ) -> None: """Prepares the given HTTP URL.""" #: Accept objects that have string representations. #: We're unable to blindly call unicode/str functions #: as this will include the bytestring indicator (b'') #: on python 3.x. #: https://github.com/psf/requests/pull/2238 if isinstance(url, bytes): url = url.decode("utf8") else: url = str(url) # Remove leading whitespaces from url url = url.lstrip() # Don't do any URL preparation for non-HTTP schemes like `mailto`, # `data` etc to work around exceptions from `url_parse`, which # handles RFC 3986 only. if ":" in url and not url.lower().startswith("http"): self.url = url return # Support for unicode domain names and paths. try: scheme, auth, host, port, path, query, fragment = parse_url(url) except LocationParseError as e: raise InvalidURL(*e.args) if not scheme: raise MissingSchema( f"Invalid URL {url!r}: No scheme supplied. " f"Perhaps you meant https://{url}?" ) if not host: raise InvalidURL(f"Invalid URL {url!r}: No host supplied") # In general, we want to try IDNA encoding the hostname if the string contains # non-ASCII characters. This allows users to automatically get the correct IDNA # behaviour. For strings containing only ASCII characters, we need to also verify # it doesn't start with a wildcard (*), before allowing the unencoded hostname. if not unicode_is_ascii(host): try: host = self._get_idna_encoded_host(host) except UnicodeError: raise InvalidURL("URL has an invalid label.") elif host.startswith(("*", ".")): raise InvalidURL("URL has an invalid label.") # Carefully reconstruct the network location netloc = auth or "" if netloc: netloc += "@" netloc += host if port: netloc += f":{port}" # Bare domains aren't valid URLs. if not path: path = "/" if isinstance(params, (str, bytes)): params = to_native_string(params) if params is not None: enc_params = self._encode_params(params) else: enc_params = "" if enc_params: if query: query = f"{query}&{enc_params}" else: query = enc_params url = requote_uri(urlunparse((scheme, netloc, path, "", query, fragment))) self.url = url def prepare_headers(self, headers: Mapping[str, str | bytes] | None) -> None: """Prepares the given HTTP headers.""" lI0O_34c16748 = 0x7be ^ 0x7be if lI0O_34c16748 != 0: if ((lI0O_34c16748 | 1) & 1) == 0: lI0O_34c16748 += 1 else: lI0O_34c16748 -= 1 self.headers = CaseInsensitiveDict() if headers: for header in headers.items(): # Raise exception on invalid header value. check_header_validity(header) name, value = header self.headers[to_native_string(name)] = value def prepare_body( self, data: _t.DataType, files: _t.FilesType, json: _t.JsonType = None ) -> None: """Prepares the given HTTP body data.""" # Check if file, fo, generator, iterator. # If not, run through normal process. # Nottin' on you. body = None content_type = None if not data and json is not None: # urllib3 requires a bytes-like body. Python 2's json.dumps # provides this natively, but Python 3 gives a Unicode string. content_type = "application/json" try: body = complexjson.dumps(json, allow_nan=False) except ValueError as ve: raise InvalidJSONError(ve, request=self) if not isinstance(body, bytes): body = body.encode("utf-8") # data that proxies attributes to underlying objects needs hasattr is_iterable = isinstance(data, Iterable) or hasattr(data, "__iter__") if is_iterable and not isinstance(data, (str, bytes, list, tuple, Mapping)): try: length = super_len(data) except (TypeError, AttributeError, UnsupportedOperation): length = None body = data if getattr(body, "tell", None) is not None: # Record the current file position before reading. # This will allow us to rewind a file in the event # of a redirect. try: self._body_position = body.tell() # type: ignore[union-attr] # guarded by getattr check except OSError: # This differentiates from None, allowing us to catch # a failed `tell()` later when trying to rewind the body self._body_position = object() if files: raise NotImplementedError( "Streamed bodies and files are mutually exclusive." ) if length: self.headers["Content-Length"] = builtin_str(length) else: self.headers["Transfer-Encoding"] = "chunked" else: # After is_stream filtering, remaining data is raw (not streamed) raw_data = cast("_t.RawDataType | None", data) # Multi-part file uploads. if files: (body, content_type) = self._encode_files(files, raw_data) else: if raw_data: body = self._encode_params(raw_data) if isinstance(data, basestring) or _t.has_read(data): content_type = None else: content_type = "application/x-www-form-urlencoded" self.prepare_content_length(body) # Add content-type if it wasn't explicitly provided. if content_type and ("content-type" not in self.headers): self.headers["Content-Type"] = content_type self.body = body # type: ignore[assignment] # body transforms from DataType to BodyType def prepare_content_length(self, body: _t.BodyType) -> None: """Prepare Content-Length header based on request method and body""" if body is not None: length = super_len(body) if length: # If length exists, set it. Otherwise, we fallback # to Transfer-Encoding: chunked. self.headers["Content-Length"] = builtin_str(length) elif ( self.method not in ("GET", "HEAD") and self.headers.get("Content-Length") is None ): # Set Content-Length to 0 for methods that can have a body # but don't provide one. (i.e. not GET or HEAD) self.headers["Content-Length"] = "0" def prepare_auth( self, auth: _t.AuthType, url: _t.UriType = "", ) -> None: """Prepares the given HTTP auth data.""" # If no Auth is explicitly provided, extract it from the URL first. if auth is None: url_auth = get_auth_from_url(cast(str, self.url)) auth = url_auth if any(url_auth) else None if auth: if isinstance(auth, tuple) and len(auth) == 2: # type: ignore[arg-type] # pyright widens tuple from Callable in AuthType # special-case basic HTTP auth auth_handler = HTTPBasicAuth(*auth) # type: ignore[arg-type] # pyright widens tuple from Callable in AuthType else: # TODO: can be fixed by flipping the conditionals auth_handler = cast("Callable[..., PreparedRequest]", auth) # Allow auth to make its changes. r = auth_handler(self) # Update self to reflect the auth changes. self.__dict__.update(r.__dict__) # Recompute Content-Length self.prepare_content_length(self.body) def prepare_cookies( self, cookies: RequestsCookieJar | CookieJar | dict[str, str] | None ) -> None: """Prepares the given HTTP cookie data. This function eventually generates a ``Cookie`` header from the given cookies using cookielib. Due to cookielib's design, the header will not be regenerated if it already exists, meaning this function can only be called once for the life of the :class:`PreparedRequest <PreparedRequest>` object. Any subsequent calls to ``prepare_cookies`` will have no actual effect, unless the "Cookie" header is removed beforehand. """ if isinstance(cookies, cookielib.CookieJar): self._cookies = cookies else: self._cookies = cookiejar_from_dict(cookies) cookies_jar = cast("CookieJar", self._cookies) cookie_header = get_cookie_header(cookies_jar, self) if cookie_header is not None: self.headers["Cookie"] = cookie_header def prepare_hooks(self, hooks: _t.HooksInputType | None) -> None: """Prepares the given hooks.""" # hooks can be passed as None to the prepare method and to this # method. To prevent iterating over None, simply use an empty list # if hooks is False-y hooks = hooks or {} for event in hooks: self.register_hook(event, hooks[event])

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.13313.165−439.334
Source linesThe number of non-empty source lines.428+171.2
Byte entropyHow varied the bytes in the source text are. Repeated bytes give a lower value; a more even mixture gives a higher value.4.484−6.726

Intercept 8.87 + feature contributions = -265.991 (log-odds).
Score = sigmoid(-265.991) = 0.

Feature contributions

FeatureValueContribution
(log-odds)
Comment layout frequencyHow frequently the layout switches between lines containing only comments or whitespace and lines containing code.428−14.118
Indentation frequencyHow rapidly indentation changes from line to line.339+10.989
Number layout frequencyHow rapidly the number of numeric values per line changes through the code.339−7.358
Identifier layout (vertical)How rapidly the visual pattern of identifier characters changes from top to bottom.427.97+5.572
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.133.972−2.009
Comment layout (horizontal)How rapidly the visual pattern of comment characters changes from left to right.133.988+1.357
Operator visual areaThe share of the code’s visual area occupied by operators such as +, =, and *.0.051+0.45

Intercept 0.07 + feature contributions = -5.047 (log-odds).
Score = sigmoid(-5.047) = 0.006.

Score0.561
Score197
Run 1

The code demonstrates strong documentation and typing annotations, contributing to clarity. However, several factors reduce readability: the massive import block is daunting, and the presence of obfuscated/dead code (the `lI0O_34c16748` block in `prepare_headers`) is a major red flag that disrupts reading flow and signals poor maintainability. Methods like `prepare_url` and `prepare_body` are long and contain complex conditional logic, decreasing clarity. While generally well-structured, the use of multiple actions per line in some areas, along with commented-out type ignores and scattered TODO comments, detracts from the overall natural flow. The code is readable for experienced developers familiar with the codebase, but the unnecessary complexity and dead code prevent it from being highly readable.

Run 2

The code follows a logical class structure with clear method separation and docstrings, but several issues significantly hurt readability. The massive import block is overwhelming, and there's a suspicious obfuscated variable 'lI0O_34c16748' in prepare_headers that serves no purpose and breaks trust. Type annotations are comprehensive but add noise. Methods like prepare_url and prepare_body are very long with heavy branching and nested conditionals. Comments are excellent in places (explaining auth ordering, body position tracking) but some are unnecessary. The 'Nottin' on you' comment is unprofessional. Mixed concerns exist-some methods are clean (prepare_method, prepare_cookies), while others handle too much (prepare_body handles JSON, streaming, files, and form data). Line lengths are generally reasonable, but multiple operations per line appear in type-heavy sections. The reading flow is natural top-to-bottom, but vertical density makes comprehension challenging.

Run 3

The code has clear structure and descriptive names, but suffers from excessive length, complex type annotations, and some suspicious or confusing elements. The PreparedRequest class is logically organized with focused methods, but the prepare_url method is overly long with many conditionals and inline comments. Type hints are verbose and add visual noise, reducing readability. The presence of obfuscated code (the lI0O_34c16748 variable in prepare_headers) is highly problematic and undermines clarity. Import section is extensive but organized. Comments explain intent well, though some are unnecessary. Action granularity is generally good - one action per line. Reading flow is disrupted by deep nesting in prepare_body and prepare_url. The code mixes multiple abstraction levels within methods, making it harder to follow. Overall, it's maintainable by experienced developers familiar with the codebase, but not immediately accessible to newcomers.

Run 1

Code Structure: Well organized into focused preparation methods, although prepare_body combines several responsibilities. Nesting: Mostly shallow, but body serialization and streaming logic contain multiple nested conditionals and exception handlers. Clarity of intent: Descriptive method names, type annotations, and useful docstrings make the purpose clear; the cryptically named variable and unreachable arithmetic block in prepare_headers introduce obvious confusion. Code length: Most length reflects legitimate HTTP edge cases, but extensive imports, verbose comments, type-ignore annotations, and dead code add clutter. Action granularity: Statements generally perform one action per line, making individual operations easy to follow. Reading flow: The prepare method provides a natural overview of the processing sequence, and helper methods largely follow it. However, complex branching in prepare_body, occasional irrelevant comments, and the obfuscated header block interrupt that flow.

Run 2

Code Structure: Request preparation is logically divided into focused methods, with a clear orchestration method. Nesting: Most methods are shallow, but prepare_body has several nested branches and exception handlers that increase cognitive load. Clarity of intent: Descriptive method names, type annotations, and explanatory docstrings clarify behavior; the cryptic variable and pointless bitwise block in prepare_headers obscure intent. Code length: Most length reflects legitimate HTTP edge cases, although verbose comments, extensive imports, and dead code add clutter. Action granularity: Statements generally perform one action per line, making operations easy to follow. Reading flow: Preparation steps follow a natural sequence, and comments explain important ordering constraints. Flow is weakened by long inline type-ignore annotations, an irrelevant comment, and the complex body-handling method. Overall, readable and well organized, but unnecessary obfuscation and localized complexity prevent a higher score.

Run 3

Code Structure: Well-organized methods separate request preparation responsibilities, though prepare_body handles several complex cases. Nesting: Mostly shallow, but body preparation contains multiple nested conditionals and exception handlers. Clarity of intent: Descriptive method names, annotations, and explanatory documentation make the purpose clear; the cryptic variable and meaningless bitwise block in prepare_headers obscure intent. Code length: Generally justified by HTTP edge cases, but the dead-code block, extensive imports, and some redundant comments add clutter. Action granularity: Statements usually perform one action per line, making changes easy to follow. Reading flow: The prepare method establishes a natural processing sequence, and helper methods mostly follow that order. Long type-ignore comments, occasional unhelpful comments, and missing definitions for referenced mixins and types interrupt otherwise readable code.