Sample

pyint-3db971294934-SRC

Unmodified source class

Lines422

Scores

MethodScoreScale
Posnett00–1; higher is more readable
Dorn0.0070–1; higher is more readable
Mi0.5610–1; higher is more readable
LLOC192Logical lines; fewer is more readable
DeepSeek V4 Pro16.330–20; mean of three runs
GPT-6.1 Sol160–20; mean of three runs
BTTF0.3860–1; 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])

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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.422+168.8
Byte entropyHow varied the bytes in the source text are. Repeated bytes give a lower value; a more even mixture gives a higher value.4.466−6.699

Intercept 8.87 + feature contributions = -257.804 (log-odds).
Score = sigmoid(-257.804) = 0.

Feature contributions

FeatureValueContribution
(log-odds)
Comment layout frequencyHow frequently the layout switches between lines containing only comments or whitespace and lines containing code.423−13.941
Indentation frequencyHow rapidly indentation changes from line to line.333+10.781
Number layout frequencyHow rapidly the number of numeric values per line changes through the code.333−7.22
Identifier layout (vertical)How rapidly the visual pattern of identifier characters changes from top to bottom.421.956+5.488
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.133.979−2.01
Comment layout (horizontal)How rapidly the visual pattern of comment characters changes from left to right.133.983+1.357
Operator visual areaThe share of the code’s visual area occupied by operators such as +, =, and *.0.05+0.456

Intercept 0.07 + feature contributions = -5.019 (log-odds).
Score = sigmoid(-5.019) = 0.007.

Score0.561
Score192
Run 1

The code demonstrates good readability with clear method separation and logical organization. Each prepare_* method handles one aspect of request preparation, following single responsibility. The structure is flat with minimal deep nesting - the deepest nesting occurs in prepare_body and prepare_url with 2-3 levels, which is acceptable. Comments effectively explain non-obvious logic like IDNA encoding and auth ordering. Type hints improve clarity significantly. The code is somewhat verbose due to extensive docstrings and type annotations, but this enhances maintainability. Most lines perform one action, though some conditional expressions could be split. The flow is natural: initialization, then preparation methods in logical order (method, URL, headers, cookies, body, auth, hooks). Minor deductions for import clutter and some dense sections in prepare_body where multiple operations occur per line. Overall, this is production-quality code that balances explicitness with readability.

Run 2

The code demonstrates strong readability through clear class structure, meaningful method names, and logical organization. The PreparedRequest class has well-defined responsibilities with each prepare_* method handling a specific aspect. Nesting is moderate but never excessive, with early returns avoiding deep indentation. Comments explain non-obvious decisions and ordering requirements without being excessive. Type hints are used extensively, improving clarity. The code length is appropriate for the complexity of the task, though some methods like prepare_url and prepare_body are quite long. Action granularity is generally good - most lines perform one operation. Reading flow is natural, with methods following a logical preparation sequence. Minor deductions: long import block is standard for the library, some type ignore comments add noise, and the 'Nottin' on you' comment is unprofessional. The conditional logic in prepare_body could be simplified, but overall this is production-quality, maintainable code that clearly communicates its intent.

Run 3

The code is well-structured with clear class separation and logical method organization. Each method serves a specific purpose with descriptive docstrings. Nesting is mostly controlled, though prepare_url and prepare_body contain several conditional levels. The intent of each method is clear despite complex HTTP preparation logic. Length is moderate for the complexity handled, though some methods like prepare_url are lengthy. Action granularity is generally good with one action per line. Reading flow is natural with methods ordered logically, helpful comments, and type hints. Minor issues include some deeply nested conditionals in prepare_body, occasional verbose comments, and complex type annotations that could reduce readability for developers unfamiliar with the codebase.

Run 1

Code Structure: Well organized into focused preparation methods, with a clear orchestration method separating responsibilities. Nesting: Mostly shallow, although 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 make the HTTP preparation logic understandable; vague comments and abbreviated variables such as p and r weaken clarity slightly. Code length: Generally justified by protocol handling, but the extensive imports, repetitive documentation, and long body-preparation method add reading overhead. Action granularity: Statements generally perform one action per line, with no compressed multi-statement sequences. Reading flow: Preparation follows a natural sequence, and comments explain ordering dependencies and edge cases. However, inline type-ignore annotations, compatibility details, and references to types and mixins not defined in this excerpt interrupt the flow.

Run 2

Code Structure: Well organized into focused preparation methods, with a central prepare method coordinating the process. 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 documentation explain most behavior; cryptic comments, short variables such as p and r, and numerous casts/type-ignore annotations add noise. Code length: Generally justified by HTTP edge cases, although lengthy comments, a broad import section, and the large prepare_body method reduce concision. Action granularity: Statements generally perform one action per line, making mutations and validation steps easy to follow. Reading flow: Preparation proceeds naturally from method and URL through headers, cookies, body, authentication, and hooks, with ordering constraints documented. Flow becomes less straightforward within body handling and authentication's indirect state updates.

Run 3

Code Structure: Well organized into focused preparation methods, with a clear orchestration method separating request components. 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 docstrings explain responsibilities; cryptic names such as p and r, unexplained external types, and an irrelevant comment slightly weaken clarity. Code length: Generally justified by HTTP edge cases, though lengthy imports, verbose comments, and typing suppressions add clutter; prepare_body could be decomposed further. Action granularity: Statements generally perform one action per line, making state changes easy to identify. Reading flow: Preparation follows a natural sequence, with comments explaining important ordering constraints. Flow becomes less straightforward in body encoding and authentication because of branching, casts, and dynamic state updates.