Sample

pyint-9cc0e8977431-I10

Deterministically remove some optional blank lines and bracketed line breaks

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Lines479

Scores

MethodScoreScale
Posnett00–1; higher is more readable
Dorn0.0020–1; higher is more readable
Mi0.3630–1; higher is more readable
LLOC180Logical lines; fewer is more readable
DeepSeek V4 Pro7.670–20; mean of three runs
GPT-6.1 Sol140–20; mean of three runs
BTTF0.3910–1; higher is more readable

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Source code

from __future__ import annotations import os import sys import time from collections import OrderedDict from collections.abc import Generator, Mapping, MutableMapping from datetime import timedelta from typing import TYPE_CHECKING, Any, cast from ._internal_utils import to_native_string from ._types import is_prepared as _is_prepared from .adapters import HTTPAdapter from .auth import _basic_auth_str from .compat import cookielib, urljoin, urlparse from .cookies import ( RequestsCookieJar, cookiejar_from_dict, extract_cookies_to_jar, merge_cookies, ) from .exceptions import ( ChunkedEncodingError, ContentDecodingError, InvalidSchema, TooManyRedirects, ) from .hooks import default_hooks, dispatch_hook from .models import ( # noqa: F401 DEFAULT_REDIRECT_LIMIT, REDIRECT_STATI, PreparedRequest, Request, Response, ) from .status_codes import codes from .structures import CaseInsensitiveDict from .utils import ( # noqa: F401 DEFAULT_PORTS, default_headers, get_auth_from_url, get_environ_proxies, get_netrc_auth, requote_uri, resolve_proxies, rewind_body, should_bypass_proxies, # re-export for external consumers to_key_val_list, ) class Session(SessionRedirectMixin): """A Requests session. Provides cookie persistence, connection-pooling, and configuration. Basic Usage:: >>> import requests >>> s = requests.Session() >>> s.get('https://httpbin.org/get') <Response [200]> Or as a context manager:: >>> with requests.Session() as s: ... s.get('https://httpbin.org/get') <Response [200]> """ headers: CaseInsensitiveDict[str] auth: _t.AuthType proxies: dict[str, str] hooks: dict[str, list[_t.HookType]] params: MutableMapping[str, Any] stream: bool verify: _t.VerifyType cert: _t.CertType max_redirects: int trust_env: bool cookies: RequestsCookieJar adapters: MutableMapping[str, BaseAdapter] __attrs__: list[str] = [ "headers", "cookies", "auth", "proxies", "hooks", "params", "verify", "cert", "adapters", "stream", "trust_env", "max_redirects", ] def __init__(self) -> None: #: A case-insensitive dictionary of headers to be sent on each #: :class:`Request <Request>` sent from this #: :class:`Session <Session>`. self.headers = default_headers() #: Default Authentication tuple or object to attach to #: :class:`Request <Request>`. self.auth = None #: Dictionary mapping protocol or protocol and host to the URL of the proxy #: (e.g. {'http': 'foo.bar:3128', 'http://host.name': 'foo.bar:4012'}) to #: be used on each :class:`Request <Request>`. self.proxies = {} #: Event-handling hooks. self.hooks = default_hooks() #: Dictionary of querystring data to attach to each #: :class:`Request <Request>`. The dictionary values may be lists for #: representing multivalued query parameters. self.params = {} #: Stream response content default. self.stream = False #: SSL Verification default. #: Defaults to `True`, requiring requests to verify the TLS certificate at the #: remote end. #: If verify is set to `False`, requests will accept any TLS certificate #: presented by the server, and will ignore hostname mismatches and/or #: expired certificates, which will make your application vulnerable to #: man-in-the-middle (MitM) attacks. #: Only set this to `False` for testing. #: If verify is set to a string, it must be the path to a CA bundle file #: that will be used to verify the TLS certificate. self.verify = True #: SSL client certificate default, if String, path to ssl client #: cert file (.pem). If Tuple, ('cert', 'key') pair. self.cert = None #: Maximum number of redirects allowed. If the request exceeds this #: limit, a :class:`TooManyRedirects` exception is raised. #: This defaults to requests.models.DEFAULT_REDIRECT_LIMIT, which is #: 30. self.max_redirects = DEFAULT_REDIRECT_LIMIT #: Trust environment settings for proxy configuration, default #: authentication and similar. self.trust_env = True #: A CookieJar containing all currently outstanding cookies set on this #: session. By default it is a #: :class:`RequestsCookieJar <requests.cookies.RequestsCookieJar>`, but #: may be any other ``cookielib.CookieJar`` compatible object. self.cookies = cookiejar_from_dict({}) # Default connection adapters. self.adapters = OrderedDict() self.mount("https://", HTTPAdapter()) self.mount("http://", HTTPAdapter()) def __enter__(self) -> Self: return self def __exit__(self, *args: Any) -> None: self.close() def prepare_request(self, request: Request) -> PreparedRequest: """Constructs a :class:`PreparedRequest <PreparedRequest>` for transmission and returns it. The :class:`PreparedRequest` has settings merged from the :class:`Request <Request>` instance and those of the :class:`Session`. :param request: :class:`Request` instance to prepare with this session's settings. :rtype: requests.PreparedRequest """ url = cast("_t.UriType", request.url) method = cast(str, request.method) cookies = request.cookies or {} # Bootstrap CookieJar. if not isinstance(cookies, cookielib.CookieJar): cookies = cookiejar_from_dict(cookies) # Merge with session cookies merged_cookies = merge_cookies( merge_cookies(RequestsCookieJar(), self.cookies), cookies ) # Set environment's basic authentication if not explicitly set. auth = request.auth if self.trust_env and not auth and not self.auth: auth = get_netrc_auth(url) p = PreparedRequest() p.prepare( method=method.upper(), url=url, files=request.files, data=request.data, json=request.json, headers=merge_setting( request.headers, self.headers, dict_class=CaseInsensitiveDict ), params=merge_setting(request.params, self.params), auth=merge_setting(auth, self.auth), cookies=merged_cookies, hooks=merge_hooks(request.hooks, self.hooks), ) return p def request( self, method: str, url: _t.UriType, params: _t.ParamsType = None, data: _t.DataType = None, headers: _t.HeadersType = None, cookies: RequestsCookieJar | CookieJar | dict[str, str] | None = None, files: _t.FilesType = None, auth: _t.AuthType = None, timeout: _t.TimeoutType = None, allow_redirects: bool = True, proxies: dict[str, str] | None = None, hooks: _t.HooksInputType | None = None, stream: bool | None = None, verify: _t.VerifyType | None = None, cert: _t.CertType = None, json: _t.JsonType = None, ) -> Response: """Constructs a :class:`Request <Request>`, prepares it and sends it. Returns :class:`Response <Response>` object. :param method: method for the new :class:`Request` object. :param url: URL for the new :class:`Request` object. :param params: (optional) Dictionary or bytes to be sent in the query string for the :class:`Request`. :param data: (optional) Dictionary, list of tuples, bytes, or file-like object to send in the body of the :class:`Request`. :param json: (optional) json to send in the body of the :class:`Request`. :param headers: (optional) Dictionary of HTTP Headers to send with the :class:`Request`. :param cookies: (optional) Dict or CookieJar object to send with the :class:`Request`. :param files: (optional) Dictionary of ``'filename': file-like-objects`` for multipart encoding upload. :param auth: (optional) Auth tuple or callable to enable Basic/Digest/Custom HTTP Auth. :param timeout: (optional) How many seconds to wait for the server to send data before giving up, as a float, or a :ref:`(connect timeout, read timeout) <timeouts>` tuple. :type timeout: float or tuple :param allow_redirects: (optional) Set to True by default. :type allow_redirects: bool :param proxies: (optional) Dictionary mapping protocol or protocol and hostname to the URL of the proxy. :param hooks: (optional) Dictionary mapping hook name to one event or list of events, event must be callable. :param stream: (optional) whether to immediately download the response content. Defaults to ``False``. :param verify: (optional) Either a boolean, in which case it controls whether we verify the server's TLS certificate, or a string, in which case it must be a path to a CA bundle to use. Defaults to ``True``. When set to ``False``, requests will accept any TLS certificate presented by the server, and will ignore hostname mismatches and/or expired certificates, which will make your application vulnerable to man-in-the-middle (MitM) attacks. Setting verify to ``False`` may be useful during local development or testing. :param cert: (optional) if String, path to ssl client cert file (.pem). If Tuple, ('cert', 'key') pair. :rtype: requests.Response """ if isinstance(url, bytes): url = url.decode("utf-8") # Create the Request. req = Request( method=method.upper(), url=url, headers=headers, files=files, data=data or {}, json=json, params=params or {}, auth=auth, cookies=cookies, hooks=hooks, ) prep = self.prepare_request(req) assert _is_prepared(prep) proxies = proxies or {} settings = self.merge_environment_settings( prep.url, proxies, stream, verify, cert ) # Send the request. send_kwargs = { "timeout": timeout, "allow_redirects": allow_redirects, } send_kwargs.update(settings) resp = self.send(prep, **send_kwargs) return resp def get( self, url: _t.UriType, params: _t.ParamsType = None, **kwargs: Unpack[_t.GetKwargs], ) -> Response: r"""Sends a GET request. Returns :class:`Response` object. :param url: URL for the new :class:`Request` object. :param params: (optional) Dictionary, list of tuples or bytes to send in the query string for the :class:`Request`. :param \*\*kwargs: Optional arguments that ``request`` takes. :rtype: requests.Response """ kwargs.setdefault("allow_redirects", True) return self.request("GET", url, params=params, **kwargs) def options(self, url: _t.UriType, **kwargs: Unpack[_t.RequestKwargs]) -> Response: r"""Sends a OPTIONS request. Returns :class:`Response` object. :param url: URL for the new :class:`Request` object. :param \*\*kwargs: Optional arguments that ``request`` takes. :rtype: requests.Response """ kwargs.setdefault("allow_redirects", True) return self.request("OPTIONS", url, **kwargs) def head(self, url: _t.UriType, **kwargs: Unpack[_t.RequestKwargs]) -> Response: r"""Sends a HEAD request. Returns :class:`Response` object. :param url: URL for the new :class:`Request` object. :param \*\*kwargs: Optional arguments that ``request`` takes. :rtype: requests.Response """ kwargs.setdefault("allow_redirects", False) return self.request("HEAD", url, **kwargs) def post( self, url: _t.UriType, data: _t.DataType = None, json: _t.JsonType = None, **kwargs: Unpack[_t.PostKwargs], ) -> Response: r"""Sends a POST request. Returns :class:`Response` object. :param url: URL for the new :class:`Request` object. :param data: (optional) Dictionary, list of tuples, bytes, or file-like object to send in the body of the :class:`Request`. :param json: (optional) json to send in the body of the :class:`Request`. :param \*\*kwargs: Optional arguments that ``request`` takes. :rtype: requests.Response """ return self.request("POST", url, data=data, json=json, **kwargs) def put( self, url: _t.UriType, data: _t.DataType = None, **kwargs: Unpack[_t.DataKwargs] ) -> Response: r"""Sends a PUT request. Returns :class:`Response` object. :param url: URL for the new :class:`Request` object. :param data: (optional) Dictionary, list of tuples, bytes, or file-like object to send in the body of the :class:`Request`. :param \*\*kwargs: Optional arguments that ``request`` takes. :rtype: requests.Response """ return self.request("PUT", url, data=data, **kwargs) def patch( self, url: _t.UriType, data: _t.DataType = None, **kwargs: Unpack[_t.DataKwargs] ) -> Response: r"""Sends a PATCH request. Returns :class:`Response` object. :param url: URL for the new :class:`Request` object. :param data: (optional) Dictionary, list of tuples, bytes, or file-like object to send in the body of the :class:`Request`. :param \*\*kwargs: Optional arguments that ``request`` takes. :rtype: requests.Response """ return self.request("PATCH", url, data=data, **kwargs) def delete(self, url: _t.UriType, **kwargs: Unpack[_t.RequestKwargs]) -> Response: r"""Sends a DELETE request. Returns :class:`Response` object. :param url: URL for the new :class:`Request` object. :param \*\*kwargs: Optional arguments that ``request`` takes. :rtype: requests.Response """ return self.request("DELETE", url, **kwargs) def send(self, request: PreparedRequest, **kwargs: Any) -> Response: """Send a given PreparedRequest. :rtype: requests.Response """ # Set defaults that the hooks can utilize to ensure they always have # the correct parameters to reproduce the previous request. kwargs.setdefault("stream", self.stream) kwargs.setdefault("verify", self.verify) kwargs.setdefault("cert", self.cert) if "proxies" not in kwargs: kwargs["proxies"] = resolve_proxies(request, self.proxies, self.trust_env) # It's possible that users might accidentally send a Request object. # Guard against that specific failure case. if isinstance(request, Request): raise ValueError("You can only send PreparedRequests.") assert _is_prepared(request) # Set up variables needed for resolve_redirects and dispatching of hooks allow_redirects = kwargs.pop("allow_redirects", True) stream = kwargs.get("stream") hooks = request.hooks # Get the appropriate adapter to use adapter = self.get_adapter(url=request.url) # Start time (approximately) of the request start = preferred_clock() # Send the request r = adapter.send(request, **kwargs) # Total elapsed time of the request (approximately) elapsed = preferred_clock() - start r.elapsed = timedelta(seconds=elapsed) # Response manipulation hooks r = dispatch_hook("response", hooks, r, **kwargs) # Persist cookies if r.history: # If the hooks create history then we want those cookies too for resp in r.history: extract_cookies_to_jar(self.cookies, resp.request, resp.raw) extract_cookies_to_jar(self.cookies, request, r.raw) # Resolve redirects if allowed. if allow_redirects: # Redirect resolving generator. gen = self.resolve_redirects(r, request, **kwargs) history = [resp for resp in gen] else: history = [] # Shuffle things around if there's history. if history: # Insert the first (original) request at the start history.insert(0, r) # Get the last request made r = history.pop() r.history = history # If redirects aren't being followed, store the response on the Request for Response.next(). if not allow_redirects: try: r._next = next( # type: ignore[assignment] # yield_requests=True returns PreparedRequest self.resolve_redirects(r, request, yield_requests=True, **kwargs) ) except StopIteration: pass if not stream: r.content return r def merge_environment_settings( self, url: str, proxies: dict[str, str] | None, stream: bool | None, verify: _t.VerifyType | None, cert: _t.CertType, ) -> dict[str, Any]: """ Check the environment and merge it with some settings. :rtype: dict """ # Gather clues from the surrounding environment. if self.trust_env: # Set environment's proxies. no_proxy = proxies.get("no_proxy") if proxies is not None else None env_proxies = get_environ_proxies(url, no_proxy=no_proxy) if proxies is not None: for k, v in env_proxies.items(): proxies.setdefault(k, v) # Look for requests environment configuration # and be compatible with cURL. if verify is True or verify is None: verify = ( os.environ.get("REQUESTS_CA_BUNDLE") or os.environ.get("CURL_CA_BUNDLE") or verify ) # Merge all the kwargs. proxies = merge_setting(proxies, self.proxies) stream = merge_setting(stream, self.stream) verify = merge_setting(verify, self.verify) cert = merge_setting(cert, self.cert) return {"proxies": proxies, "stream": stream, "verify": verify, "cert": cert} def get_adapter(self, url: str) -> BaseAdapter: """ Returns the appropriate connection adapter for the given URL. :rtype: requests.adapters.BaseAdapter """ for prefix, adapter in self.adapters.items(): if url.lower().startswith(prefix.lower()): return adapter # Nothing matches :-/ raise InvalidSchema(f"No connection adapters were found for {url!r}") def close(self) -> None: """Closes all adapters and as such the session""" for v in self.adapters.values(): v.close() def mount(self, prefix: str, adapter: BaseAdapter) -> None: """Registers a connection adapter to a prefix. Adapters are sorted in descending order by prefix length. """ self.adapters[prefix] = adapter keys_to_move = [k for k in self.adapters if len(k) < len(prefix)] for key in keys_to_move: self.adapters[key] = self.adapters.pop(key) def __getstate__(self) -> dict[str, Any]: state = {attr: getattr(self, attr, None) for attr in self.__attrs__} return state def __setstate__(self, state: dict[str, Any]) -> None: for attr, value in state.items(): setattr(self, attr, value)

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.15583.684−514.262
Source linesThe number of non-empty source lines.479+191.6
Byte entropyHow varied the bytes in the source text are. Repeated bytes give a lower value; a more even mixture gives a higher value.4.526−6.788

Intercept 8.87 + feature contributions = -320.58 (log-odds).
Score = sigmoid(-320.58) = 0.

Feature contributions

FeatureValueContribution
(log-odds)
Comment layout frequencyHow frequently the layout switches between lines containing only comments or whitespace and lines containing code.480−15.959
Indentation frequencyHow rapidly indentation changes from line to line.290+9.294
Identifier layout (vertical)How rapidly the visual pattern of identifier characters changes from top to bottom.478.891+6.284
Number layout frequencyHow rapidly the number of numeric values per line changes through the code.291−6.257
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.117.956−1.331
Comment layout (horizontal)How rapidly the visual pattern of comment characters changes from left to right.117.979+1.099
Operator visual areaThe share of the code’s visual area occupied by operators such as +, =, and *.0.047+0.48

Intercept 0.07 + feature contributions = -6.319 (log-odds).
Score = sigmoid(-6.319) = 0.002.

Score0.363
Score180
Run 1

The code has significant readability issues due to inconsistent formatting, misaligned parameters, and poor spacing. Many function signatures and calls have erratic indentation (e.g., 'request', 'get', 'post', 'put'), making the structure hard to follow. Some imports are oddly formatted. The code is also lengthy with repetitive HTTP method wrappers, and several method bodies lack separation between methods. While the logic itself is clear and follows familiar requests-like patterns, the presentation undermines readability. Action granularity is mostly one action per line, and intent is broadly understandable, but the visual clutter and inconsistent layout reduce the score substantially.

Run 2

The code suffers from severe inconsistent formatting that significantly harms readability. Imports are misaligned with sporadic spacing and unnatural line breaks (e.g., `from .cookies import ( RequestsCookieJar...`). Function definitions and method signatures are often split across lines with random indentation and misplaced commas, making it difficult to parse parameters. Long docstrings are present but not structured for quick scanning, and some are missing (e.g., `get_adapter`). Multiple actions are crowded onto single lines, such as `self.mount("https://", HTTPAdapter())`, and return statements lack surrounding visual separation. The `__attrs__` list is disjointed, and the `request` method has too many parameters with inconsistent spacing. While the logical flow of the code is discernible, the erratic presentation forces the reader to constantly mentally reformat. The code would benefit greatly from a consistent formatter like Black and clearer separation of logical blocks.

Run 3

The code is largely unreadable due to severe formatting issues. Imports are inconsistently formatted with erratic spacing and alignment. Function signatures and argument lists are arbitrarily broken across lines and indented at unusual depths, disrupting the natural reading flow. Multiple actions are sometimes packed onto single lines, reducing clarity of intent. The class structure is broadly logical but buried under messy formatting. Comments are mostly helpful, but they cannot compensate for the tangled visual presentation. The code violates several readability principles: it is not flat where it should be, it is unnecessarily long, and it lacks consistent one-action-per-line granularity. While the underlying logic is standard requests session code, the formatting makes it much harder to read than necessary.

Run 1

Code Structure: Methods logically separate initialization, request preparation, sending, configuration, and adapter management, although several referenced helpers and types lack definitions in the snippet. Nesting: Generally shallow, with modest nesting in cookie persistence and environment handling. Clarity of intent: Descriptive method names, type annotations, and extensive documentation clarify behavior; terse variables such as p and r slightly weaken clarity. Code length: Implementation is mostly economical, but repetitive wrapper documentation and verbose comments make the class lengthy. Action granularity: Most executable statements perform one action per line, though multiple arguments and import items are frequently crowded together. Reading flow: The prepare-then-send sequence is natural, but inconsistent spacing, irregular line breaks, and missing blank lines between methods substantially disrupt scanning.

Run 2

Code Structure: Methods logically separate initialization, request preparation, sending, configuration, and adapter management. Nesting: Mostly shallow, with moderate nesting in environment merging and redirect handling. Clarity of intent: Descriptive method names, type annotations, and documentation explain the purpose well; short names such as p and r and dependencies undefined in the excerpt reduce clarity. Code length: Extensive documentation and repetitive HTTP convenience methods increase length, though most executable logic is reasonably concise. Action granularity: Statements generally perform one action per line, but multiple parameters and collection entries crowded onto single lines hinder scanning. Reading flow: The request lifecycle follows a natural progression, but inconsistent whitespace, awkward line wrapping, and missing blank lines between methods noticeably disrupt readability.

Run 3

Code Structure: Methods logically separate configuration, preparation, sending, and adapter management, although send handles several responsibilities. Nesting: Mostly shallow, with moderate nesting in environment settings and redirect handling. Clarity of intent: Descriptive method names, annotations, and documentation explain the purpose well; abbreviated variables and references to definitions absent from the snippet reduce self-contained clarity. Code length: Extensive documentation and repetitive HTTP convenience methods make the class lengthy, though most executable code is reasonably concise. Action granularity: Statements generally perform one action per line, but crowded argument lists and imports impede scanning. Reading flow: The request lifecycle follows a natural sequence, but inconsistent spacing, awkward line wrapping, and missing blank lines between methods noticeably disrupt readability.