Skip to main content

Anti-detection HTTP client for Python

Project description

wafer

Anti-detection HTTP client for Python. Built on rnet (Rust + BoringSSL).

Handles TLS fingerprinting, WAF challenge detection/solving, cookie caching, retry with backoff, rate limiting, embed mode for iframe/XHR impersonation, and proxy support.

pip install wafer-py

Quick Start

import wafer

# One-shot request
resp = wafer.get("https://example.com")
print(resp.status_code)  # 200
print(resp.text)          # HTML string
print(resp.json())        # parsed JSON
print(resp.content)       # raw bytes (for PDFs, images, etc.)

# Session (reuses TLS identity, cookies, fingerprint)
with wafer.SyncSession() as session:
    resp = session.get("https://example.com")
    resp.raise_for_status()

# Async
async with wafer.AsyncSession() as session:
    resp = await session.get("https://example.com")

Response API

Every request returns a WaferResponse with a requests/httpx-compatible interface:

resp = wafer.get("https://example.com")

resp.status_code   # int — HTTP status code
resp.ok            # bool — True if 200 <= status < 300
resp.text          # str — decoded body (lazy, UTF-8 with replacement)
resp.content       # bytes — raw body (preserved exactly for binary)
resp.headers       # dict[str, str] — lowercase keys
resp.url           # str — final URL after redirects
resp.json()        # parsed JSON
resp.raise_for_status()  # raises WaferHTTPError if not ok
resp.get_all(key)  # list[str] — all values for a header (e.g. Set-Cookie)
resp.retry_after   # float | None — parsed Retry-After header (seconds)

# Metadata
resp.elapsed        # float — seconds from request to response
resp.was_retried    # bool — True if retries/rotations were used
resp.challenge_type # str | None — WAF challenge type if detected

Binary responses (images, PDFs, etc.) are detected automatically via Content-Type. resp.content preserves raw bytes exactly; resp.text decodes with replacement characters.

Session Configuration

import datetime
from wafer import SyncSession, AsyncSession

session = SyncSession(
    # TLS fingerprint (defaults to newest Chrome)
    emulation=None,  # or rnet.Emulation.Chrome145

    # Timeouts (float seconds or timedelta)
    timeout=30,                                    # float/int seconds
    connect_timeout=datetime.timedelta(seconds=10),  # or timedelta

    # Retry behavior
    max_retries=3,       # retries on 5xx / connection errors
    max_rotations=10,    # fingerprint rotations on 403/challenge

    # Cookies
    cache_dir="./data/wafer/cookies",  # disk persistence (default; None to disable)

    # Session health
    max_failures=3,      # consecutive failures before session retirement (None to disable)

    # Rate limiting
    rate_limit=1.0,      # seconds between requests per domain
    rate_jitter=0.5,     # random jitter added to interval

    # TLS rotation
    rotate_every=None,   # rebuild TLS session every N requests (None to disable)

    # Redirects
    follow_redirects=True,
    max_redirects=10,

    # Proxy
    proxy="socks5://user:pass@host:port",  # HTTP/HTTPS/SOCKS4/SOCKS5

    # Embed mode (see below)
    embed="xhr",  # or "iframe"
    embed_origin="https://embedder.example.com",
    embed_referers=["https://embedder.example.com/page"],

    # Browser solver (see below)
    browser_solver=None,
)

AsyncSession accepts the same parameters. All are optional with sensible defaults.

HTTP Methods

Module-level convenience functions (create a one-shot session per call):

wafer.get(url, **kwargs)
wafer.post(url, **kwargs)
wafer.put(url, **kwargs)
wafer.delete(url, **kwargs)
wafer.head(url, **kwargs)
wafer.options(url, **kwargs)
wafer.patch(url, **kwargs)

Session methods (reuse connection, cookies, fingerprint):

session.get(url, **kwargs)
session.post(url, **kwargs)
session.request("PATCH", url, **kwargs)
# ... all standard HTTP methods (GET, POST, PUT, DELETE, HEAD, OPTIONS, PATCH, TRACE)

All **kwargs are passed through to rnet. Common per-request options:

import datetime

# Custom headers (merged with session defaults; see wafer.DEFAULT_HEADERS)
resp = session.get(url, headers={"X-Custom": "value"})

# Per-request timeout (overrides session-level timeout)
resp = session.get(url, timeout=datetime.timedelta(seconds=5))

# Query parameters
resp = session.get(url, params={"q": "search", "page": "1"})

# Request body
resp = session.post(url, json={"key": "value"})
resp = session.post(url, form={"user": "alice", "pass": "secret"})  # URL-encoded
resp = session.post(url, data=b"raw bytes")
resp = session.post(url, content="string body")

TLS Fingerprinting

Wafer uses rnet's Emulation profiles to produce browser-identical TLS fingerprints (JA3, JA4, HTTP/2 SETTINGS frames, header order). Defaults to the newest Chrome profile.

# Automatic — newest Chrome
session = SyncSession()

# Specific profile
from rnet import Emulation
session = SyncSession(emulation=Emulation.Chrome145)

The sec-ch-ua header is auto-generated to match the emulated Chrome version using the same GREASE algorithm as Chromium source.

On repeated 403s, wafer automatically rotates to a different Chrome profile (different TLS fingerprint) and retries. After browser solving, the fingerprint is matched to the browser's real Chrome version.

Opera Mini Profile

Profile.OPERA_MINI impersonates Opera Mini in Extreme/Mini data-saving mode. Real Opera Mini is a proxy browser: Opera's servers fetch pages, render them server-side with the Presto engine (frozen since 2015), and send compressed output to the phone. It is a pure HTTP/1.1 client with no JavaScript capability.

This profile bypasses rnet entirely and uses Python's stdlib urllib with system OpenSSL for HTTP transport. This avoids Chrome-specific header leakage (no Sec-Ch-Ua, no Sec-Fetch-*) and produces a TLS fingerprint consistent with a server-side proxy (OpenSSL), not a browser (BoringSSL).

Because Opera Mini cannot execute JavaScript, challenge detection, fingerprint rotation, retry logic, and browser solving are all disabled when this profile is active. Rate limiting still applies.

Headers are realistic Opera Mini Extreme mode headers: Presto User-Agent string, X-OperaMini-Features, X-OperaMini-Phone, X-OperaMini-Phone-UA, Device-Stock-UA, and Opera Mini's distinct Accept-Encoding order. All version data (client versions, server/transcoder versions, device models) comes from confirmed real-world captures, not algorithmic guessing. A new randomized identity (device, locale, feature set) is bound per session.

from wafer import SyncSession, AsyncSession, Profile

# Sync
with SyncSession(profile=Profile.OPERA_MINI) as session:
    resp = session.get("https://example.com")
    print(resp.status_code)
    print(resp.text)

# Async
async with AsyncSession(profile=Profile.OPERA_MINI) as session:
    resp = await session.get("https://example.com")
Feature Chrome (default) Opera Mini
HTTP transport rnet (Rust + BoringSSL) stdlib urllib (system OpenSSL)
HTTP version HTTP/2 HTTP/1.1 only
TLS fingerprint Chrome Emulation System OpenSSL (server-like)
User-Agent Chrome Opera Mini Presto proxy
sec-ch-ua / Sec-Fetch-* Generated Not sent
Challenge detection All 14 WAF types Disabled
Fingerprint rotation Cycles Chrome versions Disabled
Browser solving Supported Not available
Rate limiting Per-domain Per-domain (same)
Retry on 5xx Yes No (bypasses retry loop)
HTTP methods All (GET, POST, PUT, etc.) GET only (ValueError on others)
add_cookie() Supported Not supported (NotImplementedError)

Safari Profile

Profile.SAFARI impersonates Safari 26 on macOS (M3/M4 hardware). Unlike Opera Mini, Safari uses rnet for HTTP transport but with custom TlsOptions and Http2Options instead of Chrome's Emulation profiles. This produces a TLS+H2 fingerprint matching real Safari 26.2/26.3 M3/M4 exactly.

Safari gets all of wafer's features — challenge detection, cookie caching, retry, rate limiting, browser solving, and session rotation. The only difference is the TLS/H2/header identity.

from wafer import SyncSession, AsyncSession, Profile

# Default (US English locale)
with SyncSession(profile=Profile.SAFARI) as session:
    resp = session.get("https://example.com")

# Canadian English locale
with SyncSession(profile=Profile.SAFARI, safari_locale="ca") as session:
    resp = session.get("https://example.com")

# Async
async with AsyncSession(profile=Profile.SAFARI) as session:
    resp = await session.get("https://example.com")
Feature Chrome (default) Safari
HTTP transport rnet (Emulation) rnet (custom TlsOptions + Http2Options)
TLS fingerprint Chrome 145 Safari 26 M3/M4
H2 fingerprint Chrome SETTINGS/WINDOW Safari SETTINGS/WINDOW (m,s,a,p pseudo order)
User-Agent Chrome Safari 26.x
sec-ch-ua Generated (9 headers) Not sent (Safari omits client hints)
Sec-Fetch-User ?1 Not sent
Priority header Not sent u=0, i
Accept Chrome-style (avif, webp) Safari-style (*/*;q=0.8)
Challenge detection All 16 WAF types All 16 WAF types
Fingerprint rotation Cycles Chrome versions Rebuilds client (new TLS session, same Safari fingerprint)
Browser solving Supported Supported (keeps Safari TLS identity after solve)

Safari is particularly effective against DataDome, which heavily fingerprints the TLS layer — Safari's profile is less commonly spoofed than Chrome's.

Challenge Detection

Wafer detects 16 WAF challenge types from response status, headers, and body:

WAF Detection
Cloudflare cf-mitigated header, managed challenge HTML
Akamai _abck cookie patterns, sensor script references
DataDome datadome cookie, challenge page markers
PerimeterX / HUMAN _px cookies, captcha div, press-and-hold
Imperva / Incapsula ___utmvc cookie, Reese84 script
Kasada 429 with Kasada script markers
F5 Shape istlWasHere interstitial page
AWS WAF aws-waf-token cookie, AwsWafIntegration script
ACW (Alibaba) acw_sc__v2 challenge script
TMD TMD session validation pattern
Amazon CAPTCHA page with amzn markers
Arkose / FunCaptcha arkoselabs.com or funcaptcha markers
hCaptcha hcaptcha.com script, h-captcha div
reCAPTCHA google.com/recaptcha script, g-recaptcha div
Vercel Vercel bot protection challenge
Generic JS Unclassified JavaScript challenges

When a challenge is detected, wafer:

  1. Tries inline solving (ACW, Amazon, TMD — no browser needed)
  2. Rotates TLS fingerprint and retries
  3. Falls back to browser solver if configured
  4. Raises ChallengeDetected if all attempts fail

Inline Solvers

Three challenge types are solved without a browser:

  • ACW (Alibaba Cloud WAF) — Extracts the obfuscated cookie value from the challenge page JavaScript, computes the XOR-shuffle, and sets the acw_sc__v2 cookie.
  • Amazon CAPTCHA — Parses the captcha form and submits it programmatically.
  • TMD (Alibaba TMD) — Warms the session by fetching the homepage to establish a valid TMD session token.

These run automatically during the retry loop.

Cookie Cache

Cookies are always enabled (in-memory jar) and optionally persisted to disk as JSON with TTL tracking and LRU eviction:

# Disk persistence enabled (default: ./data/wafer/cookies)
session = SyncSession(cache_dir="./data/wafer/cookies")

# Disable disk persistence (in-memory only)
session = SyncSession(cache_dir=None)

Features:

  • Per-domain JSON files with file locking for thread safety
  • TTL-based expiration (respects Expires / Max-Age)
  • LRU eviction (max 50 entries per domain by default)
  • Cookies from browser solving are automatically cached
  • Cached cookies are hydrated into the rnet cookie jar on session creation
  • session.add_cookie(raw_set_cookie, url) injects a Set-Cookie value into the jar (e.g., from browser solving replay)

Rate Limiting

Per-domain rate limiting with configurable intervals and jitter:

session = SyncSession(
    rate_limit=2.0,    # at least 2s between requests per domain
    rate_jitter=1.0,   # add 0-1s random jitter
)

Both sync and async sessions block/await until the rate limit allows the next request.

Retry and Rotation

Wafer uses separate counters for different failure modes:

  • Retries (max_retries=3): For 5xx server errors and connection failures. Exponential backoff.
  • Rotations (max_rotations=10): For 403/challenge responses. Rotates to a different Chrome TLS fingerprint and retries.

After max_failures consecutive failures on a domain, the session is retired (full identity reset). Set to None to disable.

Redirect Following

session = SyncSession(
    follow_redirects=True,  # default
    max_redirects=10,       # default
)

Handles 301, 302, 303, 307, 308 with correct method/body semantics. resp.url reflects the final URL after all redirects.

Proxy Support

# HTTP/HTTPS proxy
session = SyncSession(proxy="http://user:pass@proxy.example.com:8080")

# SOCKS5 proxy
session = SyncSession(proxy="socks5://user:pass@proxy.example.com:1080")

Supports HTTP, HTTPS, SOCKS4, and SOCKS5 with optional authentication.

Embed Mode

Impersonate requests that originate from an iframe or fetch() call inside another page. Useful for scraping embedded widgets, map tiles, and API endpoints that validate Sec-Fetch-*, Origin, or Referer headers.

XHR Mode (fetch/CORS)

session = SyncSession(
    embed="xhr",
    embed_origin="https://seaway-greatlakes.com",
    embed_referers=["https://seaway-greatlakes.com/marine_traffic/en/marineTraffic_stCatherine.html"],
)
resp = session.get("https://www.marinetraffic.com/getData/get_data_json_4/z:11/X:285/Y:374/station:0")

Sets: Sec-Fetch-Mode: cors, Sec-Fetch-Dest: empty, Origin, Accept: */*. Referer sends the full URL from embed_referers (matching strict-origin-when-cross-origin for same-protocol requests). No X-Requested-With — add it per-request for jQuery-style XHR: headers={"X-Requested-With": "XMLHttpRequest"}.

Iframe Mode (navigation)

session = SyncSession(
    embed="iframe",
    embed_origin="https://seaway-greatlakes.com",
    embed_referers=["https://seaway-greatlakes.com/marine_traffic/en/marineTraffic_stCatherine.html"],
)
resp = session.get("https://www.marinetraffic.com/widget")

Sets: Sec-Fetch-Mode: navigate, Sec-Fetch-Dest: iframe, Sec-Fetch-Site: cross-site. No Origin (GET navigations don't send it). Keeps navigation Accept and Upgrade-Insecure-Requests.

When to Use Which

Scenario Mode
Widget's API/data endpoints (JSON, tiles) xhr
Initial iframe page load (HTML) iframe
Target only checks Referer/Origin headers Either — no browser needed
Target requires JS execution or challenge solving Use iframe intercept (see below)

Browser Solving

For challenges that require real JavaScript execution (Cloudflare Turnstile, PerimeterX press-and-hold, etc.):

pip install wafer-py[browser]
from wafer.browser import BrowserSolver

solver = BrowserSolver(
    headless=False,       # headful for best stealth
    idle_timeout=300.0,   # close browser after 5min idle
    solve_timeout=30.0,   # max time per solve attempt
)

# Use with a session — automatic fallback after rotation exhaustion
session = SyncSession(browser_solver=solver)
resp = session.get("https://protected-site.com")  # auto-solves challenges

# Or solve manually
result = solver.solve("https://protected-site.com", challenge_type="cloudflare")
if result:
    print(result.cookies)     # extracted cookies
    print(result.user_agent)  # browser's real UA

Uses Patchright (patched Playwright) with real system Chrome for maximum stealth. Persistent browser instance with idle timeout. Thread-safe.

Supports: Cloudflare (managed + Turnstile), Akamai, DataDome (VM PoW + puzzle slider), PerimeterX (including press-and-hold), Imperva, Kasada, F5 Shape, AWS WAF, GeeTest v4 (slide puzzle), Alibaba Baxia (slider), hCaptcha (checkbox), reCAPTCHA v2 (checkbox), and generic JS challenges.

Iframe Intercept

For embedded content that requires real browser bootstrapping — when the iframe runs JavaScript to generate auth tokens, solve challenges, or set cookies before API calls work.

from wafer.browser import BrowserSolver

solver = BrowserSolver()

# Navigate to the embedder page, capture traffic from the target domain
result = solver.intercept_iframe(
    embedder_url="https://seaway-greatlakes.com/marine_traffic/en/marineTraffic_stCatherine.html",
    target_domain="marinetraffic.com",
    timeout=30.0,
)

if result:
    result.cookies    # cookies set for marinetraffic.com (by JS, challenges, etc.)
    result.responses  # all HTTP responses from marinetraffic.com during load
    result.user_agent # browser's real User-Agent

How it works:

  1. Navigates to the embedder page in real Chrome
  2. Iframes load naturally — CSP, CORS, X-Frame-Options all pass (it's a real browser)
  3. Playwright captures every HTTP response from the target domain across all frames
  4. Cookies for the target domain are extracted from the browser context
  5. Everything is returned in an InterceptResult for replay via rnet

Two-Layer Architecture

Iframe intercept and embed mode complement each other:

  • Iframe intercept bootstraps the session (slow, once) — real browser, real JS execution, captures cookies/tokens
  • Embed mode replays at scale (fast, many times) — rnet with correct headers and extracted cookies
import wafer
from wafer.browser import BrowserSolver, format_cookie_str

# Phase 1: Bootstrap
solver = BrowserSolver()
result = solver.intercept_iframe(
    embedder_url="https://embedder.example.com/dashboard",
    target_domain="api.target.com",
)

# Phase 2: Replay
session = wafer.SyncSession(
    embed="xhr",
    embed_origin="https://embedder.example.com",
)
for cookie in result.cookies:
    cookie_str = format_cookie_str(cookie)
    session.add_cookie(cookie_str, "https://api.target.com")

resp = session.get("https://api.target.com/data")

Mouse Recorder (Mousse)

Dev tool for recording human mouse movements used by the browser solver. Recordings drive PerimeterX press-and-hold, drag/slide puzzle solvers (GeeTest, Baxia/AliExpress), and browse replay (background mouse/scroll activity during all solver wait loops). Six recording modes: idle, path, hold, drag (puzzle), slide (full-width "slide to verify"), and browse. See wafer/browser/mousse/README.md for full documentation.

uv run python -m wafer.browser.mousse

Errors

All exceptions inherit from WaferError:

from wafer import (
    WaferError,          # base
    WaferTimeout,        # request exceeded timeout (also a TimeoutError)
    ChallengeDetected,   # WAF challenge unsolvable
    RateLimited,         # HTTP 429
    SessionBlocked,      # too many consecutive failures
    ConnectionFailed,    # network error
    EmptyResponse,       # 200 with empty body
    TooManyRedirects,    # redirect loop
    WaferHTTPError,      # raise_for_status() on non-2xx
)

try:
    resp = session.get("https://protected-site.com")
except ChallengeDetected as e:
    print(e.challenge_type)  # "cloudflare"
    print(e.url)
    print(e.status_code)
except WaferTimeout as e:
    print(e.timeout_secs)    # deadline exceeded
except RateLimited as e:
    print(e.retry_after)     # seconds, or None

WaferTimeout inherits from both WaferError and TimeoutError, so except WaferError catches everything including timeouts.

Logging

Silent by default. Enable via standard logging:

import logging
logging.getLogger("wafer").setLevel(logging.DEBUG)

Logs retry attempts, fingerprint rotations, challenge detection, cookie cache operations, rate limit delays, browser solver activity, and embed mode header details.

Architecture

wafer/
  __init__.py       # SyncSession, AsyncSession, module-level get/post/etc
  _base.py          # BaseSession — shared config and logic, zero I/O
  _sync.py          # SyncSession — wraps rnet.blocking.Client
  _async.py         # AsyncSession — wraps rnet.Client
  _response.py      # WaferResponse wrapper
  _challenge.py     # Challenge detection (14 WAF types)
  _solvers.py       # Inline solvers (ACW, Amazon, TMD)
  _cookies.py       # JSON disk cache with TTL and LRU
  _fingerprint.py   # Emulation profiles, sec-ch-ua generation
  _profiles.py      # Profile enum (OPERA_MINI, SAFARI)
  _opera_mini.py    # Opera Mini identity generation + stdlib HTTP transport
  _safari.py        # Safari 26 identity — TLS options, H2 options, headers
  _kasada.py        # Kasada CD (proof-of-work) generation
  _retry.py         # Retry strategy and backoff
  _ratelimit.py     # Per-domain rate limiting
  _errors.py        # Typed exceptions
  browser/
    __init__.py     # BrowserSolver, InterceptResult, format_cookie_str
    _solver.py      # Core BrowserSolver + mouse replay
    _cloudflare.py  # Cloudflare challenge solver
    _akamai.py      # Akamai challenge solver
    _datadome.py    # DataDome challenge solver
    _perimeterx.py  # PerimeterX press-and-hold solver
    _imperva.py     # Imperva/Incapsula challenge solver
    _kasada.py      # Kasada challenge solver
    _shape.py       # F5 Shape challenge solver
    _awswaf.py      # AWS WAF challenge solver
    _hcaptcha.py    # hCaptcha checkbox solver
    _recaptcha.py   # reCAPTCHA v2 checkbox solver
    _drag.py        # GeeTest / Baxia drag/slider puzzle solver
    _cv.py          # CV notch detection for drag/slider puzzles

Development

uv venv && uv pip install -e ".[dev]"
uv run pytest tests/ -x -q
uv run ruff check wafer/ tests/

Sec-Fetch Reference

Exact Headers by Request Type (Chrome)

Scenario Sec-Fetch-Dest Sec-Fetch-Mode Sec-Fetch-Site Sec-Fetch-User Origin X-Requested-With
Address bar / bookmark document navigate none ?1 absent absent
Same-origin link click document navigate same-origin ?1 absent absent
Cross-site link click document navigate cross-site ?1 absent absent
iframe (cross-origin) iframe navigate cross-site absent absent absent
iframe (same-origin) iframe navigate same-origin absent absent absent
Script tag (CDN) script no-cors cross-site absent absent absent
XHR same-origin empty same-origin same-origin absent absent only if explicitly set
XHR cross-origin CORS empty cors cross-site absent present only if explicitly set
fetch() cross-origin empty cors cross-site absent present absent
fetch() same-origin empty same-origin same-origin absent absent absent
embed element embed navigate varies absent absent absent

Invalid Combinations (instant bot flags)

Combination Why It's Impossible
Dest: empty + Mode: cors + User: ?1 User is only sent on navigate mode
Dest: document + Mode: cors Document destination implies navigate mode
Dest: empty + Mode: navigate Navigate implies document/iframe/frame/embed/object dest
Dest: script + Mode: navigate Scripts don't navigate
Dest: iframe + Mode: cors iframes use navigate mode

Accept Header by Request Type

Request Type Correct Accept Header
Top-level navigation text/html,application/xhtml+xml,application/xml;q=0.9,image/avif,image/webp,image/apng,*/*;q=0.8,application/signed-exchange;v=b3;q=0.9
XHR/fetch for JSON */* or application/json (never the full navigation Accept)
Image subresource image/avif,image/webp,image/apng,image/svg+xml,image/*,*/*;q=0.8
Script subresource */*

Chrome Header Order (top-level navigation)

Host, Connection, Cache-Control, sec-ch-ua, sec-ch-ua-mobile, sec-ch-ua-platform,
Upgrade-Insecure-Requests, User-Agent, Accept, Sec-Fetch-Site, Sec-Fetch-Mode,
Sec-Fetch-User, Sec-Fetch-Dest, Accept-Encoding, Accept-Language, Cookie

WAF Detection Layers for Embed Requests

  1. Header consistency — Cross-validate Sec-Fetch-* combinations, sec-ch-ua vs TLS fingerprint, header order vs claimed browser.
  2. TLS fingerprint correlation — JA4+ fingerprinting. Headers claim Chrome but TLS matches Python/OpenSSL = instant detection.
  3. Session sequence analysis — WAFs expect navigation -> subresources -> XHR. XHR without prior navigation is anomalous.
  4. Cookie state — Legitimate embed requests arrive with cookies from prior navigation. XHR without session cookies is suspicious.
  5. CORS preflight expectation — Cross-origin POST with custom headers must be preceded by OPTIONS. Missing preflight = non-browser.
  6. Origin validation — Some WAFs maintain allowlists of known embed partners.
  7. Frame-ancestors/CSP cross-reference — If site sends frame-ancestors 'none' but WAF sees Sec-Fetch-Dest: iframe, those aren't legitimate iframes.

WebView Evasion (potential future technique)

Android/iOS WebViews often omit all Sec-Fetch-* and Client Hints headers. WAFs can't flag "missing Sec-Fetch = bot" because legitimate WebView traffic looks identical. Trades desktop Chrome impersonation for mobile WebView impersonation.

License

Apache 2.0

Project details


Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

wafer_py-0.1.0.tar.gz (850.1 kB view details)

Uploaded Source

Built Distribution

If you're not sure about the file name format, learn more about wheel file names.

wafer_py-0.1.0-py3-none-any.whl (275.1 kB view details)

Uploaded Python 3

File details

Details for the file wafer_py-0.1.0.tar.gz.

File metadata

  • Download URL: wafer_py-0.1.0.tar.gz
  • Upload date:
  • Size: 850.1 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.7

File hashes

Hashes for wafer_py-0.1.0.tar.gz
Algorithm Hash digest
SHA256 a8bc8a37572d3b196f3f315c398df19eec08fdb7444ae2ef50526c25eb7376a8
MD5 b7600696fb25e514508290deda38cce0
BLAKE2b-256 3e0f3ec03b7cb890bc888e4eb1a1105cfe7bfa520ef6d14f0cbd950d40cca7e2

See more details on using hashes here.

Provenance

The following attestation bundles were made for wafer_py-0.1.0.tar.gz:

Publisher: publish.yml on Averyy/wafer

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file wafer_py-0.1.0-py3-none-any.whl.

File metadata

  • Download URL: wafer_py-0.1.0-py3-none-any.whl
  • Upload date:
  • Size: 275.1 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.7

File hashes

Hashes for wafer_py-0.1.0-py3-none-any.whl
Algorithm Hash digest
SHA256 f098d469cfc3f5be1fe72b434283308be5645000f5f986cf5a6b215802b8125b
MD5 a3598303d7d81e0af89a3330a29413f2
BLAKE2b-256 b8d49f5ad51816c06ea08e8e2e0da0032e4cd9a7e12313321fbea9b357d28ed4

See more details on using hashes here.

Provenance

The following attestation bundles were made for wafer_py-0.1.0-py3-none-any.whl:

Publisher: publish.yml on Averyy/wafer

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

Supported by

AWS Cloud computing and Security Sponsor Datadog Monitoring Depot Continuous Integration Fastly CDN Google Download Analytics Pingdom Monitoring Sentry Error logging StatusPage Status page