├── .gitignore
├── README.md
├── examples
├── api_block_userag.py
├── bypass_robotic_click.py
├── fingerprint_catcher.html
├── fingerprint_changer.py
├── mouse_tracker.html
├── robotic_click.html
└── tests
│ └── test_api_block_userag.py
├── poetry.lock
└── pyproject.toml
/.gitignore:
--------------------------------------------------------------------------------
1 | # Byte-compiled / optimized / DLL files
2 | __pycache__/
3 | *.py[cod]
4 | *$py.class
5 |
6 | # C extensions
7 | *.so
8 |
9 | # Distribution / packaging
10 | .Python
11 | build/
12 | develop-eggs/
13 | dist/
14 | downloads/
15 | eggs/
16 | .eggs/
17 | lib/
18 | lib64/
19 | parts/
20 | sdist/
21 | var/
22 | wheels/
23 | share/python-wheels/
24 | *.egg-info/
25 | .installed.cfg
26 | *.egg
27 | MANIFEST
28 |
29 | # PyInstaller
30 | # Usually these files are written by a python script from a template
31 | # before PyInstaller builds the exe, so as to inject date/other infos into it.
32 | *.manifest
33 | *.spec
34 |
35 | # Installer logs
36 | pip-log.txt
37 | pip-delete-this-directory.txt
38 |
39 | # Unit test / coverage reports
40 | htmlcov/
41 | .tox/
42 | .nox/
43 | .coverage
44 | .coverage.*
45 | .cache
46 | nosetests.xml
47 | coverage.xml
48 | *.cover
49 | *.py,cover
50 | .hypothesis/
51 | .pytest_cache/
52 | cover/
53 |
54 | # Translations
55 | *.mo
56 | *.pot
57 |
58 | # Django stuff:
59 | *.log
60 | local_settings.py
61 | db.sqlite3
62 | db.sqlite3-journal
63 |
64 | # Flask stuff:
65 | instance/
66 | .webassets-cache
67 |
68 | # Scrapy stuff:
69 | .scrapy
70 |
71 | # Sphinx documentation
72 | docs/_build/
73 |
74 | # PyBuilder
75 | .pybuilder/
76 | target/
77 |
78 | # Jupyter Notebook
79 | .ipynb_checkpoints
80 |
81 | # IPython
82 | profile_default/
83 | ipython_config.py
84 |
85 | # pyenv
86 | # For a library or package, you might want to ignore these files since the code is
87 | # intended to run in multiple environments; otherwise, check them in:
88 | # .python-version
89 |
90 | # pipenv
91 | # According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control.
92 | # However, in case of collaboration, if having platform-specific dependencies or dependencies
93 | # having no cross-platform support, pipenv may install dependencies that don't work, or not
94 | # install all needed dependencies.
95 | #Pipfile.lock
96 |
97 | # poetry
98 | # Similar to Pipfile.lock, it is generally recommended to include poetry.lock in version control.
99 | # This is especially recommended for binary packages to ensure reproducibility, and is more
100 | # commonly ignored for libraries.
101 | # https://python-poetry.org/docs/basic-usage/#commit-your-poetrylock-file-to-version-control
102 | #poetry.lock
103 |
104 | # pdm
105 | # Similar to Pipfile.lock, it is generally recommended to include pdm.lock in version control.
106 | #pdm.lock
107 | # pdm stores project-wide configurations in .pdm.toml, but it is recommended to not include it
108 | # in version control.
109 | # https://pdm.fming.dev/latest/usage/project/#working-with-version-control
110 | .pdm.toml
111 | .pdm-python
112 | .pdm-build/
113 |
114 | # PEP 582; used by e.g. github.com/David-OConnor/pyflow and github.com/pdm-project/pdm
115 | __pypackages__/
116 |
117 | # Celery stuff
118 | celerybeat-schedule
119 | celerybeat.pid
120 |
121 | # SageMath parsed files
122 | *.sage.py
123 |
124 | # Environments
125 | .env
126 | .venv
127 | env/
128 | venv/
129 | ENV/
130 | env.bak/
131 | venv.bak/
132 |
133 | # Spyder project settings
134 | .spyderproject
135 | .spyproject
136 |
137 | # Rope project settings
138 | .ropeproject
139 |
140 | # mkdocs documentation
141 | /site
142 |
143 | # mypy
144 | .mypy_cache/
145 | .dmypy.json
146 | dmypy.json
147 |
148 | # Pyre type checker
149 | .pyre/
150 |
151 | # pytype static type analyzer
152 | .pytype/
153 |
154 | # Cython debug symbols
155 | cython_debug/
156 |
157 | # PyCharm
158 | # JetBrains specific template is maintained in a separate JetBrains.gitignore that can
159 | # be found at https://github.com/github/gitignore/blob/main/Global/JetBrains.gitignore
160 | # and can be added to the global gitignore or merged into this file. For a more nuclear
161 | # option (not recommended) you can uncomment the following to ignore the entire idea folder.
162 | #.idea/
--------------------------------------------------------------------------------
/README.md:
--------------------------------------------------------------------------------
1 | # Anti-Scraping Toolkit
2 |
3 | A comprehensive guide to understanding and handling web scraping blocks, detection mechanisms, and countermeasures. This repository contains detailed information and source code about various anti-scraping techniques and how to handle them effectively.
4 |
5 | ## Table of Contents
6 | 1. [Server-Side Perspective](#server-side-perspective)
7 | 2. [Browser-Side Detection](#browser-side-detection)
8 | 3. [Simulating Human Behavior](#simulating-human-behavior)
9 | 4. [Headless Mode Considerations](#headless-mode-considerations)
10 | 5. [Fingerprinting Techniques](#fingerprinting-techniques)
11 | 6. [Cookies and Sessions](#cookies-and-sessions)
12 |
13 | ## Server-Side Perspective
14 |
15 | Understanding HTTP protocol is fundamental when discussing web scraping detection. During client-server communication, several pieces of client information are shared with the server. Let's examine the key components:
16 |
17 | ### 1. Headers
18 |
19 | The most significant header for scraping detection is the **User-Agent**. This header contains crucial information that can contribute to blocking, including:
20 | - Browser type and version
21 | - Operating system and architecture
22 | - Device information
23 | - Rendering engine
24 | - Compatibility data
25 |
26 | Example of a typical User-Agent:
27 | ```plaintext
28 | Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/93.0.4577.63 Safari/537.36
29 | ```
30 |
31 | ### 2. IP Address
32 |
33 | The IP address is transmitted during HTTP communication at the connection establishment phase. Combined with the User-Agent, it forms the basis for basic blocking systems. If multiple requests come from the same IP with identical User-Agents, it's a strong indicator of automated activity.
34 |
35 | Note: IP-based detection isn't foolproof as multiple users can share the same IP address (e.g., public networks, NAT).
36 |
37 | ### Demonstration
38 |
39 | Please, refer to the [api_block_userag.py](./examples/api_block_userag.py) for demonstration.
40 |
41 | ## Browser-Side Detection
42 |
43 | Browser-side detection becomes more sophisticated through JavaScript capabilities. Key aspects include:
44 |
45 | ### Navigator Object
46 |
47 | The navigator object provides extensive information about the browser environment. A critical property for scraping detection is navigator.webdriver, which can instantly reveal automated browsers.
48 |
49 | Popular sites implementing this detection include:
50 |
51 | - Municipal consultation systems
52 | - E-commerce platforms
53 | - Social media sites
54 |
55 | ### Countermeasures
56 |
57 | Libraries like [undetected-chromedriver](https://github.com/ultrafunkamsterdam/undetected-chromedriver) help bypass these detection mechanisms by:
58 |
59 | - Modifying webdriver flags
60 | - Implementing stealth patches
61 | - Masking automation signatures
62 |
63 | ## Simulating Human Behavior
64 |
65 | JavaScript can detect automated behavior through various events and patterns:
66 |
67 | ### Click Detection
68 |
69 | - Hover events
70 | - Click positioning
71 | - Timing patterns
72 | - Mouse movement trajectories
73 |
74 | ### Demonstration
75 |
76 | To demonstrate automated click detection:
77 | 1. Open [robotic_click.html](./examples/robotic_click.html) in your browser
78 | 2. Access the browser's console (F12 or right-click -> Inspect -> Console)
79 | 3. Execute the following JavaScript code:
80 |
81 | ```javascript
82 | var button = document.querySelector("#botao");
83 | button.click()
84 | ```
85 | The script will identify this as automated behavior since the hover event (which typically occurs when a real user moves their mouse over the button) is not triggered during this programmatic click execution.
86 |
87 |
88 | ### Solution: ActionChains
89 |
90 | Selenium's ActionChains module provides methods to simulate more natural user interactions:
91 |
92 | - Natural mouse movements
93 | - Proper event triggering
94 | - Randomized timing
95 | - Hover simulation
96 |
97 | You can test this solution running the [bypass_robotic_click.py](./examples/bypass_robotic_click.py) script.
98 |
99 | ## Headless Mode Considerations
100 |
101 | When using headless browsers, consider these crucial factors:
102 |
103 | ### 1. User-Agent Modification
104 | - Default headless User-Agents contain revealing strings
105 | - Always customize User-Agent in headless mode
106 |
107 | ### 2. Required Flags
108 | - Enable WebGL: --enable-webgl
109 | - Enable necessary browser features
110 | - Maintain browser fingerprint consistency
111 |
112 | ## Fingerprinting Techniques
113 |
114 | Browser fingerprinting creates unique identifiers based on various browser characteristics:
115 |
116 | ### Components Used in Fingerprinting
117 |
118 | - Navigator properties
119 | - Screen resolution
120 | - Available fonts
121 | - WebGL information
122 | - Canvas fingerprinting
123 | - Audio context fingerprinting
124 |
125 | ### Tools and Libraries
126 |
127 | - FingerprintJS
128 | - Chrome DevTools Protocol
129 | - Custom fingerprinting solutions
130 |
131 | ### Modification Techniques
132 |
133 | Using Chrome DevTools Protocol `execute_cdp_cmd`, you can modify:
134 |
135 | - Geolocation data
136 | - Platform information
137 | - Hardware concurrency
138 | - Device memory
139 |
140 | ### Demonstration
141 |
142 | To showcase browser fingerprint modification capabilities:
143 |
144 | 1. Execute the [demonstration](./examples/fingerprint_changer.py) script:
145 | ```bash
146 | python fingerprint_changer.py
147 | ```
148 |
149 | 2. The script will automatically:
150 | - Launch a browser session
151 | - Navigate to our fingerprint detection page
152 | - Display your current browser fingerprint in the terminal
153 | - Execute fingerprint modification commands
154 | - Show the new, modified fingerprint
155 |
156 | This demonstration illustrates how browser fingerprints can be programmatically altered using Chrome DevTools Protocol commands, which is useful for avoiding fingerprint-based detection systems.
157 |
158 | ## Cookies and Sessions
159 |
160 | Cookie and session management is crucial for successful scraping:
161 |
162 | ### Key Considerations
163 |
164 | 1. Session Management
165 | - Cookie persistence
166 | - Session identification
167 | - Authentication tokens
168 |
169 | 2. Detection Patterns
170 | - Clean browser signatures
171 | - Cookie patterns
172 | - Session behaviors
173 |
174 | 3. Best Practices
175 |
176 | - Maintain realistic cookie profiles
177 | - Implement session rotation
178 | - Use proper cookie management
179 | - Consider cross-domain cookies
180 |
181 |
182 | ## References
183 |
184 | - Chrome DevTools Protocol Documentation: [Official Documentation](https://chromedevtools.github.io/devtools-protocol/)
185 | - Selenium Documentation: [Official Selenium Docs](https://www.selenium.dev/documentation/)
186 | - HTTP Protocol Specification: [RFC 2616](https://datatracker.ietf.org/doc/html/rfc2616)
187 |
--------------------------------------------------------------------------------
/examples/api_block_userag.py:
--------------------------------------------------------------------------------
1 | from fastapi import FastAPI, Request, HTTPException
2 | from fastapi.responses import JSONResponse
3 | from typing import Dict
4 | from time import time
5 |
6 | app = FastAPI()
7 |
8 |
9 | request_counter: Dict[str, Dict] = {}
10 |
11 |
12 | REQUEST_LIMIT = 5
13 | BLOCK_DURATION = 60
14 |
15 | @app.middleware("http")
16 | async def block_repeated_requests(request: Request, call_next):
17 | ip = request.client.host
18 | user_agent = request.headers.get("user-agent", "unknown")
19 |
20 | identifier = f"{ip}:{user_agent}"
21 | current_time = time()
22 |
23 | if identifier not in request_counter:
24 | request_counter[identifier] = {"count": 0, "start_time": current_time, "blocked_until": 0}
25 |
26 | if current_time < request_counter[identifier]["blocked_until"]:
27 | return JSONResponse(status_code=429, content={"detail": "Too many requests. Please wait."})
28 |
29 | request_counter[identifier]["count"] += 1
30 |
31 | if request_counter[identifier]["count"] > REQUEST_LIMIT:
32 | request_counter[identifier]["blocked_until"] = current_time + BLOCK_DURATION
33 | request_counter[identifier]["count"] = 0
34 | return JSONResponse(status_code=429, content={"detail": "Too many requests. You are temporarily blocked."})
35 |
36 | # Processa a requisição normalmente
37 | response = await call_next(request)
38 |
39 | return response
40 |
41 | @app.get("/")
42 | async def root():
43 | return {"message": "Welcome! You are not blocked."}
--------------------------------------------------------------------------------
/examples/bypass_robotic_click.py:
--------------------------------------------------------------------------------
1 | from selenium import webdriver
2 | from selenium.webdriver.common.action_chains import ActionChains
3 | from selenium.webdriver.common.by import By
4 | from time import sleep
5 |
6 | driver = webdriver.Chrome()
7 | driver.get("file:///home/thalison/Documentos/beemon/antiscraping-toolkit/examples/robotic_click.html")
8 |
9 | # utiliza action chains para hover
10 | hover = ActionChains(driver)
11 | hover.move_to_element(driver.find_element(By.ID, 'botao')).perform()
12 |
13 | # clica no botão
14 | driver.find_element(By.ID, 'botao').click()
15 |
16 | input()
17 |
--------------------------------------------------------------------------------
/examples/fingerprint_catcher.html:
--------------------------------------------------------------------------------
1 |
2 |
3 |
4 |
5 |
6 | Fingerprint do Usuário
7 |
37 |
38 |
39 |
40 |
Fingerprint do Usuário
41 |
Obtendo a fingerprint...
42 |
43 |
44 |
45 |
64 |
65 |
--------------------------------------------------------------------------------
/examples/fingerprint_changer.py:
--------------------------------------------------------------------------------
1 | from selenium import webdriver
2 | from selenium.webdriver.common.by import By
3 | from time import sleep
4 |
5 | chrome = webdriver.Chrome()
6 | chrome.get("file:///home/thalison/Documentos/beemon/antiscraping-toolkit/examples/fingerprint_catcher.html")
7 | sleep(5)
8 |
9 | before_fingerprint = chrome.find_element(By.ID, "fingerprint").text
10 | print(f"Fingerprint antes: {before_fingerprint}")
11 |
12 | chrome.execute_cdp_cmd("Emulation.setHardwareConcurrencyOverride", {"hardwareConcurrency": 2})
13 | chrome.refresh()
14 | sleep(5)
15 |
16 | after_fingerprint = chrome.find_element(By.ID, "fingerprint").text
17 | print(f"Fingerprint depois: {after_fingerprint}")
--------------------------------------------------------------------------------
/examples/mouse_tracker.html:
--------------------------------------------------------------------------------
1 |
2 |
3 |
4 |
5 |
6 | Detecção de Bots
7 |
37 |
38 |
39 |
40 |
Detecção de Bots
41 |
Mova o mouse pela página e clique no botão para coletar dados.
42 |
43 |
44 |
Resultados
45 |
Detecção de Bot: Não detectado
46 |
47 |
48 |
86 |
87 |
88 |
--------------------------------------------------------------------------------
/examples/robotic_click.html:
--------------------------------------------------------------------------------
1 |
2 |
3 |
4 |
5 |
6 | Botão com Detecção Anti-Robô
7 |
43 |
44 |
45 |
46 |
47 |
Erro: Detecção de comportamento robótico! Passe o mouse sobre o botão antes de clicar.
48 |
49 |
50 |
72 |
73 |
74 |
--------------------------------------------------------------------------------
/examples/tests/test_api_block_userag.py:
--------------------------------------------------------------------------------
1 | import pytest
2 | from fastapi.testclient import TestClient
3 | from examples.api_block_userag import app, request_counter, REQUEST_LIMIT
4 |
5 | client = TestClient(app)
6 |
7 | @pytest.fixture(autouse=True)
8 | def reset_request_counter():
9 | """Fixture que reseta o request_counter antes de cada teste."""
10 | request_counter.clear()
11 |
12 | def test_access_not_blocked_initially():
13 | """Teste para garantir que o primeiro acesso não está bloqueado."""
14 | response = client.get("/")
15 | assert response.status_code == 200
16 | assert response.json() == {"message": "Welcome! You are not blocked."}
17 |
18 | def test_block_after_too_many_requests():
19 | """Teste para garantir que o acesso é bloqueado após muitas requisições."""
20 | for _ in range(REQUEST_LIMIT):
21 | response = client.get("/")
22 | assert response.status_code == 200 # Ainda não bloqueado
23 |
24 | # No próximo acesso, deve ser bloqueado
25 | response = client.get("/")
26 | assert response.status_code == 429
27 | assert response.json() == {"detail": "Too many requests. You are temporarily blocked."}
28 |
29 | def test_different_user_agent_resets_block():
30 | """Teste para garantir que mudar o User-Agent evita o bloqueio."""
31 | headers = {"User-Agent": "TestAgent"}
32 | for _ in range(REQUEST_LIMIT):
33 | response = client.get("/", headers=headers)
34 | assert response.status_code == 200
35 |
36 | # Bloqueado com o User-Agent atual
37 | response = client.get("/", headers=headers)
38 | assert response.status_code == 429
39 |
40 | # Mudando o User-Agent, deve estar liberado
41 | headers = {"User-Agent": "AnotherAgent"}
42 | response = client.get("/", headers=headers)
43 | assert response.status_code == 200
44 |
--------------------------------------------------------------------------------
/poetry.lock:
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1 | # This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand.
2 |
3 | [[package]]
4 | name = "annotated-types"
5 | version = "0.7.0"
6 | description = "Reusable constraint types to use with typing.Annotated"
7 | optional = false
8 | python-versions = ">=3.8"
9 | files = [
10 | {file = "annotated_types-0.7.0-py3-none-any.whl", hash = "sha256:1f02e8b43a8fbbc3f3e0d4f0f4bfc8131bcb4eebe8849b8e5c773f3a1c582a53"},
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12 | ]
13 |
14 | [[package]]
15 | name = "anyio"
16 | version = "4.6.2.post1"
17 | description = "High level compatibility layer for multiple asynchronous event loop implementations"
18 | optional = false
19 | python-versions = ">=3.9"
20 | files = [
21 | {file = "anyio-4.6.2.post1-py3-none-any.whl", hash = "sha256:6d170c36fba3bdd840c73d3868c1e777e33676a69c3a72cf0a0d5d6d8009b61d"},
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23 | ]
24 |
25 | [package.dependencies]
26 | idna = ">=2.8"
27 | sniffio = ">=1.1"
28 |
29 | [package.extras]
30 | doc = ["Sphinx (>=7.4,<8.0)", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx-rtd-theme"]
31 | test = ["anyio[trio]", "coverage[toml] (>=7)", "exceptiongroup (>=1.2.0)", "hypothesis (>=4.0)", "psutil (>=5.9)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "truststore (>=0.9.1)", "uvloop (>=0.21.0b1)"]
32 | trio = ["trio (>=0.26.1)"]
33 |
34 | [[package]]
35 | name = "attrs"
36 | version = "24.2.0"
37 | description = "Classes Without Boilerplate"
38 | optional = false
39 | python-versions = ">=3.7"
40 | files = [
41 | {file = "attrs-24.2.0-py3-none-any.whl", hash = "sha256:81921eb96de3191c8258c199618104dd27ac608d9366f5e35d011eae1867ede2"},
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43 | ]
44 |
45 | [package.extras]
46 | benchmark = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-codspeed", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
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48 | dev = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pre-commit", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
49 | docs = ["cogapp", "furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier (<24.7)"]
50 | tests = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
51 | tests-mypy = ["mypy (>=1.11.1)", "pytest-mypy-plugins"]
52 |
53 | [[package]]
54 | name = "certifi"
55 | version = "2024.8.30"
56 | description = "Python package for providing Mozilla's CA Bundle."
57 | optional = false
58 | python-versions = ">=3.6"
59 | files = [
60 | {file = "certifi-2024.8.30-py3-none-any.whl", hash = "sha256:922820b53db7a7257ffbda3f597266d435245903d80737e34f8a45ff3e3230d8"},
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62 | ]
63 |
64 | [[package]]
65 | name = "cffi"
66 | version = "1.17.1"
67 | description = "Foreign Function Interface for Python calling C code."
68 | optional = false
69 | python-versions = ">=3.8"
70 | files = [
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141 | pycparser = "*"
142 |
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145 | version = "8.1.7"
146 | description = "Composable command line interface toolkit"
147 | optional = false
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156 |
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160 | description = "Cross-platform colored terminal text."
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162 | python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7"
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171 | description = "DNS toolkit"
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173 | python-versions = ">=3.9"
174 | files = [
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181 | dnssec = ["cryptography (>=43)"]
182 | doh = ["h2 (>=4.1.0)", "httpcore (>=1.0.0)", "httpx (>=0.26.0)"]
183 | doq = ["aioquic (>=1.0.0)"]
184 | idna = ["idna (>=3.7)"]
185 | trio = ["trio (>=0.23)"]
186 | wmi = ["wmi (>=1.5.1)"]
187 |
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190 | version = "2.2.0"
191 | description = "A robust email address syntax and deliverability validation library."
192 | optional = false
193 | python-versions = ">=3.8"
194 | files = [
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201 | idna = ">=2.0.0"
202 |
203 | [[package]]
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205 | version = "0.115.4"
206 | description = "FastAPI framework, high performance, easy to learn, fast to code, ready for production"
207 | optional = false
208 | python-versions = ">=3.8"
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213 |
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216 | fastapi-cli = {version = ">=0.0.5", extras = ["standard"], optional = true, markers = "extra == \"standard\""}
217 | httpx = {version = ">=0.23.0", optional = true, markers = "extra == \"standard\""}
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221 | starlette = ">=0.40.0,<0.42.0"
222 | typing-extensions = ">=4.8.0"
223 | uvicorn = {version = ">=0.12.0", extras = ["standard"], optional = true, markers = "extra == \"standard\""}
224 |
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228 |
229 | [[package]]
230 | name = "fastapi-cli"
231 | version = "0.0.5"
232 | description = "Run and manage FastAPI apps from the command line with FastAPI CLI. 🚀"
233 | optional = false
234 | python-versions = ">=3.8"
235 | files = [
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239 |
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242 | uvicorn = {version = ">=0.15.0", extras = ["standard"]}
243 |
244 | [package.extras]
245 | standard = ["uvicorn[standard] (>=0.15.0)"]
246 |
247 | [[package]]
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249 | version = "0.14.0"
250 | description = "A pure-Python, bring-your-own-I/O implementation of HTTP/1.1"
251 | optional = false
252 | python-versions = ">=3.7"
253 | files = [
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257 |
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1264 |
1265 | [[package]]
1266 | name = "wsproto"
1267 | version = "1.2.0"
1268 | description = "WebSockets state-machine based protocol implementation"
1269 | optional = false
1270 | python-versions = ">=3.7.0"
1271 | files = [
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1274 | ]
1275 |
1276 | [package.dependencies]
1277 | h11 = ">=0.9.0,<1"
1278 |
1279 | [metadata]
1280 | lock-version = "2.0"
1281 | python-versions = "^3.12"
1282 | content-hash = "c01369b0b9438e2dabdf99087d4178bd29af254484c279a6e83ff905f4e4101a"
1283 |
--------------------------------------------------------------------------------
/pyproject.toml:
--------------------------------------------------------------------------------
1 | [tool.poetry]
2 | name = "antiscraping-toolkit"
3 | version = "0.1.0"
4 | description = ""
5 | authors = ["Thalison Fernandes "]
6 | readme = "README.md"
7 |
8 | [tool.poetry.dependencies]
9 | python = "^3.12"
10 | fastapi = {extras = ["standard"], version = "^0.115.4"}
11 | selenium = "^4.26.1"
12 |
13 |
14 | [tool.poetry.group.dev.dependencies]
15 | pytest = "^8.3.3"
16 |
17 | [build-system]
18 | requires = ["poetry-core"]
19 | build-backend = "poetry.core.masonry.api"
20 |
21 |
22 | [tool.pytest.ini_options]
23 | pythonpath = "."
--------------------------------------------------------------------------------