Sample

pyint-6da15825e41e-I08

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

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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 Pro15.330–20; mean of three runs
GPT-6.1 Sol15.670–20; mean of three runs
BTTF0.3560–1; 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. starting_position = 2 ending_position = 9 travel_distance = ending_position - starting_position if travel_distance < 0: travel_distance = -travel_distance 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.13215.472−436.111
Source linesThe number of non-empty source lines.427+170.8
Byte entropyHow varied the bytes in the source text are. Repeated bytes give a lower value; a more even mixture gives a higher value.4.464−6.696

Intercept 8.87 + feature contributions = -263.137 (log-odds).
Score = sigmoid(-263.137) = 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.338+10.954
Number layout frequencyHow rapidly the number of numeric values per line changes through the code.337−7.312
Identifier layout (vertical)How rapidly the visual pattern of identifier characters changes from top to bottom.426.956+5.558
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.133.967−2.009
Comment layout (horizontal)How rapidly the visual pattern of comment characters changes from left to right.133.984+1.357
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 = -5.043 (log-odds).
Score = sigmoid(-5.043) = 0.006.

Score0.561
Score197
Run 1

The code demonstrates strong readability through clear organization, flat structure despite complex logic, and explicit type annotations. Logical grouping of related functions (prepare_method, prepare_url, etc.) and consistent naming conventions enhance comprehension. Each operation is effectively one action per line, and comments explain non-obvious rationale (e.g., IDNA handling, auth ordering, cookie behavior). Some mild complexity appears in `prepare_url` URL reconstruction and `prepare_body` branching, but these remain navigable due to focused single-responsibility methods. A minor blemish is the dead code for `travel_distance` in `__init__`, which adds no value. Overall, the code is highly readable for a library-level implementation with intricate protocol requirements.

Run 2

The code is generally structured well with clear method separation and consistent typing, but readability is reduced by several issues. The imports section is excessively long and disorganized, making it hard to quickly understand dependencies. There are unexplained inconsistencies like dead code (unused `starting_position`, `ending_position`, `travel_distance` variables in `__init__`), suspicious comments ('Nottin' on you.'), and ineffective type checking (isinstance checks with duplicate str/bytes). Nesting is mostly controlled but some methods like `prepare_body` have complex conditional logic with multiple branches. The code length is reasonable for functionality but could be more concise. Action granularity is generally good with one action per line. Reading flow is interrupted by scattered comments that sometimes obscure rather than clarify. The class has a clear purpose but several implementation details feel tangled, particularly around auth handling and body preparation where the logic jumps between different concerns. Overall, it's maintainable code but requires careful reading to understand all edge cases.

Run 3

The code is moderately readable with clear method separation and descriptive names. However, it includes irrelevant variable declarations (starting_position, ending_position, travel_distance) that add no value and suggest copy-pasted code. The prepare_url method is overly long with many comments and steps, making it harder to follow at a glance. Nesting is mostly shallow but increases inside prepare_body, especially with multiple conditional paths and inline comments. Action granularity is generally good—most lines perform one logical operation—but some blocks mix validation, assignment, and transformation in dense clusters. The type annotations improve clarity, though the heavy use of Union types and cast() calls adds noise. Reading flow is natural for a library implementing a class with sequential preparation steps, but could benefit from extracting URL parsing and body encoding into smaller helper methods to reduce cognitive load.

Run 1

Code Structure: Well-organized class with focused preparation methods and a clear orchestration method, though unrelated travel-distance calculations in __init__ disrupt cohesion. Nesting: Mostly shallow, but prepare_body contains several nested branches and exception handlers that require careful tracking. Clarity of intent: Descriptive method names, type annotations, docstrings, and ordering comments explain most behavior; vague names such as p and r, irrelevant comments, and frequent type-ignore annotations add noise. Code length: Generally justified by HTTP preparation complexity, but the extensive import block, some verbose comments, unused calculations, and long methods reduce concision. Action granularity: Statements generally perform one action per line, making individual operations easy to follow. Reading flow: The sequential prepare calls and consistent formatting provide a natural progression, although streaming/body branches, lengthy inline annotations, and unrelated initialization logic interrupt it.

Run 2

Code Structure: Well-organized class with focused preparation methods and a clear orchestration method, though prepare_body combines several responsibilities. Nesting: Mostly shallow, but multipart and streaming branches introduce deeper nesting. Clarity of intent: Descriptive names, type annotations, and docstrings explain HTTP preparation well; unrelated travel-distance calculations, an irrelevant comment, and missing definitions in the excerpt create distractions. Code length: Generally justified by protocol handling, but lengthy comments, unused imports in this excerpt, and redundant branching add bulk. Action granularity: Consistently uses one action per line, with only a few dense expressions and long type-ignore comments. Reading flow: Preparation stages follow a natural sequence, and comments explain ordering constraints; the large import block and complex body-handling logic occasionally interrupt the flow.

Run 3

Code Structure: Well organized into focused preparation methods, with a clear orchestration method; body handling could be split further. Nesting: Mostly shallow, but prepare_body contains several nested branches and exception handlers that increase cognitive load. Clarity of intent: Descriptive names, type annotations, and useful docstrings explain most behavior. However, unrelated travel-distance calculations in __init__ and the 'Nottin’ on you' comment distract from intent. Code length: Generally justified by HTTP edge cases, though lengthy imports, verbose type-ignore comments, and some redundant branching add clutter. Action granularity: Consistently uses one action per line, making state changes easy to follow. Reading flow: Preparation proceeds naturally from method and URL through headers, cookies, body, authentication, and hooks, with comments explaining ordering constraints. Long expressions and complex body-processing paths occasionally interrupt this otherwise clear flow.