Sample

pyint-7b3a1720d798-I10

Deterministically remove some optional blank lines and bracketed line breaks

Matched original source

Lines368

Scores

MethodScoreScale
Posnett00–1; higher is more readable
Dorn0.0010–1; higher is more readable
Mi0.4160–1; higher is more readable
LLOC192Logical lines; fewer is more readable
DeepSeek V4 Pro9.670–20; mean of three runs
GPT-6.1 Sol140–20; mean of three runs
BTTF0.2690–1; 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.""" 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.12993.171−428.775
Source linesThe number of non-empty source lines.368+147.2
Byte entropyHow varied the bytes in the source text are. Repeated bytes give a lower value; a more even mixture gives a higher value.4.457−6.686

Intercept 8.87 + feature contributions = -279.39 (log-odds).
Score = sigmoid(-279.39) = 0.

Feature contributions

FeatureValueContribution
(log-odds)
Comment layout frequencyHow frequently the layout switches between lines containing only comments or whitespace and lines containing code.368−11.993
Indentation frequencyHow rapidly indentation changes from line to line.280+8.948
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.238.989−6.458
Number layout frequencyHow rapidly the number of numeric values per line changes through the code.279−5.981
Identifier layout (vertical)How rapidly the visual pattern of identifier characters changes from top to bottom.367.929+4.733
Comment layout (horizontal)How rapidly the visual pattern of comment characters changes from left to right.238.992+3.052
Operator visual areaThe share of the code’s visual area occupied by operators such as +, =, and *.0.05+0.457

Intercept 0.07 + feature contributions = -7.173 (log-odds).
Score = sigmoid(-7.173) = 0.001.

Score0.416
Score192
Run 1

The code has severe readability issues. The import section has several multi-import lines with erratic spacing and alignment attempts, making it visually cluttered. Function signatures like prepare() and prepare_url() are broken into multiple lines with inconsistent indentation. The critical issue is inconsistent vertical spacing—some methods are separated by blank lines while others are adjacent (e.g., __repr__/copy, prepare_url/prepare_headers). Several lines contain multiple statements or actions (e.g., body assignment, content-type assignment). The method definitions have parameters aligned oddly, with some having multiple parameters on one line and others spread vertically. Comments are sparse and don't adequately explain complex logic. The type annotations are clear, which helps, but aren't enough to offset the formatting problems. The code structure itself is logical (each preparation method has a clear purpose), but the visual presentation destroys readability. The deep indentation in prepare_body's conditional logic also hurts comprehension.

Run 2

The code has a solid logical structure with clear class and method organization, but suffers from severe formatting inconsistencies that significantly impair readability. The import section contains erratic spacing and line breaks, with some imports crammed together and others spread oddly. Function signatures like prepare() and prepare_url() have parameters on the same line with excessive spacing, while other methods like prepare_auth() use inconsistent indentation. Some conditional blocks mix operations per line, violating the one-action-per-line principle. The nesting level is generally acceptable, and method docstrings help clarify intent, but the wildly inconsistent spacing, alignment, and line breaks force readers to constantly adjust visual parsing. While the underlying code follows reasonable logical flow from preparation methods to final request assembly, the formatting chaos suggests automated merging or lazy formatting tools, making this code difficult to maintain or review. The code is technically correct but visually jarring, requiring significant cleanup to achieve professional readability standards.

Run 3

The code has clear docstrings and logical sections, but suffers from inconsistent formatting that harms readability. Import statements contain odd spacing and alignment issues (e.g., multiple items on one line, irregular indentation), making them visually noisy. Function signatures like `prepare()` cram multiple parameters onto single lines with excessive whitespace, while `prepare_url()` spreads parameters across three lines unnecessarily. Method definitions occasionally lack blank lines between them (e.g., `prepare_method` followed immediately by `_get_idna_encoded_host`). Some lines exceed reasonable length, and there's inconsistent vertical spacing throughout. The logic itself is reasonably well-organized with good comments explaining non-obvious behavior, but the formatting inconsistencies force readers to work harder than necessary. Action granularity is generally acceptable—most lines perform one action—though several conditionals and function calls are awkwardly split. Overall, the code is comprehensible but would benefit from consistent black-style formatting and more careful line-break decisions.

Run 1

Code Structure: Well-organized into focused preparation methods, with a central method coordinating request construction. Nesting: Mostly moderate, but prepare_body contains several nested branches and exception handlers that increase cognitive load. Clarity of intent: Descriptive method names, type annotations, docstrings, and explanatory comments communicate purpose well; an irrelevant comment and numerous type-ignore annotations add noise. Code length: Generally justified by HTTP edge cases, though lengthy methods and verbose comments reduce concision. Action granularity: Executable statements usually perform one action per line, but crowded imports and parameter declarations hinder scanning. Reading flow: Preparation follows a logical sequence, and ordering constraints are documented. However, inconsistent whitespace, unusually long lines, and missing blank lines between some methods disrupt the otherwise natural flow.

Run 2

Code Structure: Request preparation is logically divided into focused methods, although prepare_body handles several distinct cases. Nesting: Most methods are relatively flat, but body preparation includes multiple nested conditionals and exception handlers. Clarity of intent: Descriptive method names, type annotations, and explanatory docstrings make the purpose clear; cryptic comments and references to definitions absent from the snippet add friction. Code length: Length is mostly justified by HTTP edge cases, though some comments are verbose or outdated and complex branches could be extracted. Action granularity: Executable statements generally perform one action per line, but crowded imports and parameter declarations impair scanning. Reading flow: The preparation sequence is natural and ordering constraints are documented, but inconsistent spacing, long lines, and missing blank lines between methods noticeably disrupt readability.

Run 3

Code Structure: Well-organized into focused preparation methods, with a clear orchestration method separating concerns. Nesting: Mostly shallow, but prepare_body contains several nested branches and exception handlers that increase cognitive load. Clarity of intent: Descriptive method names, type annotations, and explanatory docstrings make the purpose clear; cryptic temporary names, noisy type-ignore comments, and an irrelevant comment weaken clarity. Code length: Generally justified by HTTP edge cases, although lengthy comments and the large prepare_body method could be streamlined. Action granularity: Executable statements generally perform one action per line, but imports and parameter declarations are awkwardly packed together. Reading flow: Preparation follows a natural sequence, yet inconsistent spacing, excessively long lines, and missing blank lines between methods disrupt scanning. Overall, the underlying design is readable, but formatting and localized complexity noticeably reduce accessibility.