From 0f143d3bc565388514adba0b256e72d25a756f8e Mon Sep 17 00:00:00 2001 From: seidnerj Date: Mon, 18 Mar 2024 11:35:23 +0200 Subject: [PATCH 01/11] updated requirements and fixed relevant code & tests pillow 9.5.0 --> 10.2.0 requests 2.30.0 --> 2.31.0 selenium 4.9.1 --> 4.18.1 webdriver_manager --> removed (no longer needed as SeleniumManager is built-in in the newer Selenium release) --- .gitignore | 3 +++ amazoncaptcha/solver.py | 20 +++----------------- ext/requirements-dev.txt | 7 +++---- setup.py | 4 ++-- tests/test_main.py | 6 +++--- 5 files changed, 14 insertions(+), 26 deletions(-) diff --git a/.gitignore b/.gitignore index df01005c..6071c2ff 100644 --- a/.gitignore +++ b/.gitignore @@ -131,3 +131,6 @@ dmypy.json # Pyre type checker .pyre/ + +# PyCharm/Idea +.idea/ diff --git a/amazoncaptcha/solver.py b/amazoncaptcha/solver.py index 5dac288e..3ab53696 100644 --- a/amazoncaptcha/solver.py +++ b/amazoncaptcha/solver.py @@ -18,7 +18,7 @@ from .utils import cut_the_white, merge_horizontally, find_letter_boxes from .exceptions import ContentTypeError -from PIL import Image, ImageChops +from PIL import Image from io import BytesIO import warnings import requests @@ -139,7 +139,7 @@ def _translate(self): Returns: str: a solution if there is one OR 'Not solved' if devmode set to False OR - a solution where unrecognised letters will be replaces with dashes + a solution where unrecognised letters will be replaced with dashes """ @@ -207,23 +207,9 @@ def fromdriver(cls, driver, devmode=False): """ - png = driver.get_screenshot_as_png() element = driver.find_element(By.TAG_NAME, 'img') image_link = element.get_attribute('src') - - location = element.location - size = element.size - left = location['x'] - top = location['y'] - right = location['x'] + size['width'] - bottom = location['y'] + size['height'] - - img = Image.open(BytesIO(png)) - img = img.crop((left, top, right, bottom)) - - bytes_array = BytesIO() - img.save(bytes_array, format='PNG') - image_bytes_array = BytesIO(bytes_array.getvalue()) + image_bytes_array = BytesIO(element.screenshot_as_png) return cls(image_bytes_array, image_link, devmode) diff --git a/ext/requirements-dev.txt b/ext/requirements-dev.txt index e1c2b878..bdb8bf0e 100644 --- a/ext/requirements-dev.txt +++ b/ext/requirements-dev.txt @@ -1,6 +1,5 @@ -pillow ~= 9.5.0 -requests ~= 2.30.0 +pillow ~= 10.2.0 +requests ~= 2.31.0 coverage >= 6.3.1 codecov >= 2.1.12 -webdriver_manager ~= 3.8.6 -selenium ~= 4.9.1 +selenium ~= 4.18.1 diff --git a/setup.py b/setup.py index 8dbcc8fd..67bdd771 100644 --- a/setup.py +++ b/setup.py @@ -34,8 +34,8 @@ def readme(logo_end_line=14): ] requires = [ - "pillow >= 9.0.1,< 9.6.0", - "requests >= 2.27.1,< 2.31.0" + "pillow >= 9.0.1,< 10.3.0", + "requests >= 2.27.1,< 2.32.0" ] #-------------------------------------------------------------------------------------------------------------- diff --git a/tests/test_main.py b/tests/test_main.py index 7838c8c0..4ccadb3d 100644 --- a/tests/test_main.py +++ b/tests/test_main.py @@ -1,10 +1,9 @@ # -*- coding: utf-8 -*- from amazoncaptcha import AmazonCaptcha, AmazonCaptchaCollector, ContentTypeError, NotFolderError, __version__ -from webdriver_manager.chrome import ChromeDriverManager +from selenium.webdriver.chrome.service import Service as ChromeService from selenium import webdriver import unittest -import sys import os #-------------------------------------------------------------------------------------------------------------- @@ -13,6 +12,7 @@ captchas_folder = os.path.join(here, 'captchas') test_folder = os.path.join(here, 'test_folder') + class TestAmazonCaptcha(unittest.TestCase): def test_not_corrupted_image(self): @@ -67,7 +67,7 @@ def test_fromdriver(self): options = webdriver.ChromeOptions() options.add_argument('no-sandbox') options.add_argument('headless') - driver = webdriver.Chrome(ChromeDriverManager().install(), options=options) + driver = webdriver.Chrome(service=ChromeService(), options=options) solutions = list() for i in range(5): From 98a92f857f8d22e02ea8b456368a95daaab60545 Mon Sep 17 00:00:00 2001 From: seidnerj Date: Wed, 20 Mar 2024 18:43:46 +0200 Subject: [PATCH 02/11] tidying up tests --- amazoncaptcha/devtools.py | 25 +++--- amazoncaptcha/solver.py | 5 +- ext/accuracy.log | 10 +-- tests/captchas/corrupted.png | Bin 3364 -> 0 bytes tests/captchas/corrupted_1.png | Bin 7215 -> 3364 bytes tests/captchas/corrupted_2.png | Bin 7917 -> 7215 bytes .../captchas/{error_1.png => corrupted_3.png} | Bin tests/captchas/error.png | Bin 7215 -> 0 bytes .../{notcorrupted.jpg => notcorrupted_1.jpg} | Bin tests/captchas/notsolved.jpg | Bin 5050 -> 0 bytes tests/captchas/notsolved_1.jpg | Bin 3929 -> 5050 bytes tests/captchas/notsolved_2.jpg | Bin 0 -> 3929 bytes tests/test_main.py | 73 +++++++++++------- 13 files changed, 67 insertions(+), 46 deletions(-) delete mode 100644 tests/captchas/corrupted.png rename tests/captchas/{error_1.png => corrupted_3.png} (100%) delete mode 100644 tests/captchas/error.png rename tests/captchas/{notcorrupted.jpg => notcorrupted_1.jpg} (100%) delete mode 100644 tests/captchas/notsolved.jpg create mode 100644 tests/captchas/notsolved_2.jpg diff --git a/amazoncaptcha/devtools.py b/amazoncaptcha/devtools.py index 315c529e..c030a7f1 100644 --- a/amazoncaptcha/devtools.py +++ b/amazoncaptcha/devtools.py @@ -16,7 +16,7 @@ import requests import os -#-------------------------------------------------------------------------------------------------------------- +# -------------------------------------------------------------------------------------------------------------- class AmazonCaptchaCollector(object): @@ -38,7 +38,7 @@ def __init__(self, output_folder_path, keep_logs=True, accuracy_test=False): self.accuracy_test = accuracy_test if not os.path.exists(self.output_folder): - os.mkdir(self.output_folder) + os.makedirs(self.output_folder) elif not os.path.isdir(self.output_folder): raise NotFolderError(self.output_folder) @@ -121,18 +121,23 @@ def start(self, target, processes): processes (int): Number of simultaneous processes. """ + assert (processes > 0) + assert (target % processes == 0) goal = list(range(target)) milestones = [goal[x: x + target // processes] for x in range(0, len(goal), target // processes)] - jobs = list() - for j in range(processes): - p = multiprocessing.Process(target=self._distribute_collecting, args=(milestones[j], )) - jobs.append(p) - p.start() + if processes > 1: + jobs = list() + for j in range(processes): + p = multiprocessing.Process(target=self._distribute_collecting, args=(milestones[j], )) + jobs.append(p) + p.start() - for proc in jobs: - proc.join() + for proc in jobs: + proc.join() + else: + self._distribute_collecting(milestones[0]) if self.accuracy_test: with open(self.collector_logs, 'r', encoding='utf-8') as f: @@ -147,4 +152,4 @@ def start(self, target, processes): print(result) f.write(result) -#-------------------------------------------------------------------------------------------------------------- +# -------------------------------------------------------------------------------------------------------------- diff --git a/amazoncaptcha/solver.py b/amazoncaptcha/solver.py index 3ab53696..d6869e46 100644 --- a/amazoncaptcha/solver.py +++ b/amazoncaptcha/solver.py @@ -182,8 +182,11 @@ def solve(self, keep_logs=False, logs_path='not-solved-captcha.log'): solution = self._translate() - if solution == 'Not solved' and keep_logs and self.image_link: + output_folder = os.path.dirname(logs_path) + if len(output_folder) > 0 and not os.path.exists(output_folder): + os.makedirs(output_folder) + if solution == 'Not solved' and keep_logs and self.image_link: with open(logs_path, 'a', encoding='utf-8') as f: f.write(self.image_link + '\n') diff --git a/ext/accuracy.log b/ext/accuracy.log index 649a0eab..6cd624e4 100644 --- a/ext/accuracy.log +++ b/ext/accuracy.log @@ -1,14 +1,14 @@ -::Definition:: 'Test means - running the script through continious unordered - stream of earlier not solved captchas on specific version of - the program (Ver), solving specific number of captchas (Cap) +::Definition:: 'Test means - running the script through continuous unordered + stream of previously unsolved captchas with specific version of + the program (Ver), solving a specific number of captchas (Cap) and calculating the accuracy percentage (Per) based on bare, - unedit results right after the end of process.' + un-edited results immediately after the end of process.' ::Test::Ver0.0.5::Cap1000::Per36.7:: ::Test::Ver0.0.6::Cap1000::Per67.9:: ::Test::Ver0.0.7::Cap2000::Per77.4:: ::Test::Ver0.0.8::Cap2000::Per87.9:: -::Test::Ver0.0.9::Cap3000::Per88.3:: +::Test::Ver0.0.9::Cap300w0::Per88.3:: ::Test::Ver0.0.10::Cap2000::Per93.8:: ::Test::Ver0.0.12::Cap12157::Per94.7:: diff --git a/tests/captchas/corrupted.png b/tests/captchas/corrupted.png deleted file mode 100644 index 8f02c875c42a2ae701a3f76c2fb9831c3d217fb1..0000000000000000000000000000000000000000 GIT binary patch literal 0 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03/11] changed "accuracy" to "solve rate" across the board --- HISTORY.md | 10 +++++----- README.md | 4 ++-- amazoncaptcha/devtools.py | 12 ++++++------ docs/index.rst | 6 +++--- docs/reference/devtools.rst | 4 ++-- ext/accuracy.log | 20 -------------------- tests/test_main.py | 12 ++++++------ 7 files changed, 24 insertions(+), 44 deletions(-) delete mode 100644 ext/accuracy.log diff --git a/HISTORY.md b/HISTORY.md index f5cd2210..d53da7af 100644 --- a/HISTORY.md +++ b/HISTORY.md @@ -1,6 +1,6 @@ + **Version 0.0.10**: 1. Reached 10000 training samples. - 2. Reached 90%+ accuracy. + 2. Reached 90%+ solve rate. + **Version 0.0.11**: 1. Fixed error with captcha images that were taken from BytesIO. + **Version 0.0.12**: @@ -9,18 +9,18 @@ + **Version 0.0.13**: 1. Added and tested 'from_webdriver' classmethod. + **Version 0.1.0**: - 1. 100,000 captchas crash test, accuracy is 98.5%. + 1. 100,000 captchas crash test, solve rate is 98.5%. + **Version 0.1.1 - 0.1.5**: 1. Code adjustments and improvements. 2. Added tests. + **Version 0.2.0**: 1. Second crash test through 120k+ captchas. - 2. Accuracy increased to 99.1% + 2. Solve rate increased to 99.1% 3. Code coverage is 100% + **Version 0.3.0**: 1. Program can now solve images where letters are intercepted. 2. Third crash test through 140k+ captchas. - 3. Accuracy increased to 99.998% + 3. Solve rate increased to 99.998% + **Version 0.3.8**: 1. Added new instance - AmazonCaptchaCollector. + **Version 0.4.0**: @@ -50,7 +50,7 @@ 4. Drop Python 3.6 support 5. Remove `from_webdriver` method + **Version 0.5.4**: - 1. 200,000 captchas crash test, accuracy is 100%. + 1. 200,000 captchas crash test, solve rate is 100%. 2. Minor notes added. + **Version 0.5.6**: 1. Remove `selenium` from required dependencies. diff --git a/README.md b/README.md index 0917dd13..e45ebd45 100644 --- a/README.md +++ b/README.md @@ -10,14 +10,14 @@ \â–“â–“ \â–“â–“\â–“â–“ \â–“â–“ \â–“â–“\â–“â–“â–“â–“â–“â–“â–“â–“\â–“â–“ \â–“â–“ \â–“â–“â–“â–“â–“â–“ \â–“â–“â–“â–“â–“â–“â–“ â–“â–“â–“â–“â–“â–“â–“ \â–“â–“â–“â–“ \â–“â–“â–“â–“â–“â–“â–“\â–“â–“ \â–“â–“ \â–“â–“â–“â–“â–“â–“â–“ | â–“â–“ >>>solution | â–“â–“ Response 0.24s - "AmznCaptcha" \â–“â–“ Accuracy 99.9% + "AmznCaptcha" \â–“â–“ Solve rate 99.9% ``` The motivation behind the creation of this library is taking its start from the genuinely simple idea: "**I don't want to use pytesseract or some other non-amazon-specific OCR services, nor do I want to install some executables to just solve a captcha. I desire to get a solution with 2 lines of code without any heavy add-ons, using a pure Python.**" --- Pure Python, lightweight, [Pillow](https://github.com/python-pillow/Pillow)-based solver for [Amazon's text captcha](https://www.amazon.com/errors/validateCaptcha). -[![Accuracy](https://img.shields.io/badge/success%20rate-99.9%25-success)](https://github.com/a-maliarov/amazoncaptcha/blob/master/ext/accuracy.log) +[![Solve rate](https://img.shields.io/badge/success%20rate-99.9%25-success)](https://github.com/a-maliarov/amazoncaptcha/blob/master/ext/solve_rate.log) ![Timing](https://img.shields.io/badge/response%20time-0.2s-success) [![Size](https://img.shields.io/badge/wheel%20size-0.9%20MB-informational)](https://pypi.org/project/amazoncaptcha/) [![Version](https://img.shields.io/pypi/v/amazoncaptcha?color=informational)](https://pypi.org/project/amazoncaptcha/) diff --git a/amazoncaptcha/devtools.py b/amazoncaptcha/devtools.py index c030a7f1..97581515 100644 --- a/amazoncaptcha/devtools.py +++ b/amazoncaptcha/devtools.py @@ -20,7 +20,7 @@ class AmazonCaptchaCollector(object): - def __init__(self, output_folder_path, keep_logs=True, accuracy_test=False): + def __init__(self, output_folder_path, keep_logs=True, solve_rate_test=False): """ Initializes the AmazonCaptchaCollector instance. @@ -28,14 +28,14 @@ def __init__(self, output_folder_path, keep_logs=True, accuracy_test=False): output_folder (str): Folder where images or logs should be stored. keep_logs (bool, optional): If set to True, unsolved captcha links will be stored separately. - accuracy_test (bool, optional): If set to True, AmazonCaptchaCollector + solve_rate_test (bool, optional): If set to True, AmazonCaptchaCollector will not download images but just solve them and log the results. """ self.output_folder = output_folder_path self.keep_logs = keep_logs - self.accuracy_test = accuracy_test + self.solve_rate_test = solve_rate_test if not os.path.exists(self.output_folder): os.makedirs(self.output_folder) @@ -79,7 +79,7 @@ def get_captcha_image(self): Requests the page with Amazon's captcha, gets random captcha. Creates AmazonCaptcha instance, stores an original image before solving. - If it is not an accuracy test, the image will be stored in a specified + If it is not a solve rate test, the image will be stored in a specified folder with the solution within its name. Otherwise, only the logs will be stored, mentioning the captcha link being processed and the result. @@ -96,7 +96,7 @@ def get_captcha_image(self): solution = captcha.solve(keep_logs=self.keep_logs, logs_path=self.not_solved_logs) log_message = f'{captcha.image_link}::{solution}' - if solution != 'Not solved' and not self.accuracy_test: + if solution != 'Not solved' and not self.solve_rate_test: print(log_message) captcha_name = 'dl_' + self._extract_captcha_id(captcha.image_link) + '_' + solution + '.png' original_image.save(os.path.join(self.output_folder, captcha_name)) @@ -139,7 +139,7 @@ def start(self, target, processes): else: self._distribute_collecting(milestones[0]) - if self.accuracy_test: + if self.solve_rate_test: with open(self.collector_logs, 'r', encoding='utf-8') as f: output = f.readlines() diff --git a/docs/index.rst b/docs/index.rst index 02f05344..b4cce1fe 100644 --- a/docs/index.rst +++ b/docs/index.rst @@ -4,11 +4,11 @@ AmazonCaptcha AmazonCaptcha is an image processing library oriented on `a specific type of images taken from Amazon `_, which main objective is to solve the captcha in terms of a research sake without using any add-ons. .. image:: https://img.shields.io/badge/success%20rate-99.9%25-success - :target: https://github.com/a-maliarov/amazoncaptcha/blob/master/ext/accuracy.log - :alt: Accuracy + :target: https://github.com/a-maliarov/amazoncaptcha/blob/master/ext/solve_rate.log + :alt: Solve rate .. image:: https://img.shields.io/badge/response%20time-0.2s-success - :target: https://github.com/a-maliarov/amazoncaptcha/blob/master/ext/accuracy.log + :target: https://github.com/a-maliarov/amazoncaptcha/blob/master/ext/solve_rate.log :alt: Timing .. image:: https://img.shields.io/badge/wheel%20size-0.9%20MB-informational diff --git a/docs/reference/devtools.rst b/docs/reference/devtools.rst index 05642894..721e7946 100644 --- a/docs/reference/devtools.rst +++ b/docs/reference/devtools.rst @@ -23,7 +23,7 @@ Collect captcha. collector = AmazonCaptchaCollector(output_folder_path) collector.start(target, simultaneous_processes) -Proceed accuracy tests. +Proceed solve rate tests. ^^^^^^^^^^^^^^^^^^^^^^^ .. code-block:: python @@ -34,7 +34,7 @@ Proceed accuracy tests. simultaneous_processes = 4 target = 200 - collector = AmazonCaptchaCollector(output_folder_path, accuracy_test=True) + collector = AmazonCaptchaCollector(output_folder_path, solve_rate_test=True) collector.start(target, simultaneous_processes) The AmazonCaptchaCollector Class diff --git a/ext/accuracy.log b/ext/accuracy.log deleted file mode 100644 index 6cd624e4..00000000 --- a/ext/accuracy.log +++ /dev/null @@ -1,20 +0,0 @@ -::Definition:: 'Test means - running the script through continuous unordered - stream of previously unsolved captchas with specific version of - the program (Ver), solving a specific number of captchas (Cap) - and calculating the accuracy percentage (Per) based on bare, - un-edited results immediately after the end of process.' - -::Test::Ver0.0.5::Cap1000::Per36.7:: -::Test::Ver0.0.6::Cap1000::Per67.9:: -::Test::Ver0.0.7::Cap2000::Per77.4:: -::Test::Ver0.0.8::Cap2000::Per87.9:: -::Test::Ver0.0.9::Cap300w0::Per88.3:: -::Test::Ver0.0.10::Cap2000::Per93.8:: - -::Test::Ver0.0.12::Cap12157::Per94.7:: -::Test::Ver0.1.0::Cap104463::Per98.5:: -::Test::Ver0.2.0::Cap125851::Per99.1:: -::Test::Ver0.2.2::Cap140572::Per99.998:: - -::Test::Ver0.4.7::Cap144050::Per99.999:: -::Test::Ver0.5.3::Cap185691::Per100.0:: diff --git a/tests/test_main.py b/tests/test_main.py index 5f54c554..00197b58 100644 --- a/tests/test_main.py +++ b/tests/test_main.py @@ -108,20 +108,20 @@ def test_not_folder_error(self): self.assertTrue('is not a folder. Cannot store images there.' in str(context.exception)) - def test_accuracy_test(self): + def test_solve_rate_test(self): target = 8 processes = 1 - unique_test_folder = os.path.join(test_folder, 'test_accuracy_test') - collector = AmazonCaptchaCollector(output_folder_path=unique_test_folder, accuracy_test=True) + unique_test_folder = os.path.join(test_folder, 'test_solve_rate_test') + collector = AmazonCaptchaCollector(output_folder_path=unique_test_folder, solve_rate_test=True) collector.start(target=target, processes=processes) self.assertIn('test-results.log', os.listdir(unique_test_folder)) - def test_accuracy_test_in_multiprocessing(self): + def test_solve_rate_test_in_multiprocessing(self): target = 16 processes = 2 - unique_test_folder = os.path.join(test_folder, 'test_accuracy_test_in_multiprocessing') - collector = AmazonCaptchaCollector(output_folder_path=unique_test_folder, accuracy_test=True) + unique_test_folder = os.path.join(test_folder, 'test_solve_rate_test_in_multiprocessing') + collector = AmazonCaptchaCollector(output_folder_path=unique_test_folder, solve_rate_test=True) collector.start(target=target, processes=processes) self.assertIn('test-results.log', os.listdir(unique_test_folder)) From d07bc7060c0cb606d6b7a4b363beb9203fe2cfee Mon Sep 17 00:00:00 2001 From: seidnerj Date: Wed, 20 Mar 2024 21:17:01 +0200 Subject: [PATCH 04/11] added a proper accuracy test --- HISTORY.md | 2 + README.md | 2 +- tests/examples/accuracy/AABTRE.jpg | Bin 0 -> 5560 bytes tests/examples/accuracy/AACXRC.jpg | Bin 0 -> 5698 bytes tests/examples/accuracy/AAENGU.jpg | Bin 0 -> 5862 bytes tests/examples/accuracy/AAFGTB.jpg | Bin 0 -> 5683 bytes tests/examples/accuracy/AAGLCK.jpg | Bin 0 -> 5595 bytes tests/examples/accuracy/AAGMCR.jpg | Bin 0 -> 6332 bytes tests/examples/accuracy/AAHNGN.jpg | Bin 0 -> 5955 bytes tests/examples/accuracy/AAJPYM.jpg | Bin 0 -> 5210 bytes tests/examples/accuracy/AAKJAA.jpg | Bin 0 -> 5278 bytes 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tests/{captchas => examples/base}/notcorrupted_1.jpg (100%) rename tests/{captchas => examples/base}/notsolved_1.jpg (100%) rename tests/{captchas => examples/base}/notsolved_2.jpg (100%) diff --git a/HISTORY.md b/HISTORY.md index d53da7af..d91be1da 100644 --- a/HISTORY.md +++ b/HISTORY.md @@ -56,3 +56,5 @@ 1. Remove `selenium` from required dependencies. + **Version 0.5.10**: 1. Add timeout to `AmazonCaptcha.fromlink` method. ++ **Version 0.5.11**: + 1. accuracy is 99.5% \ No newline at end of file diff --git a/README.md b/README.md index e45ebd45..e3638545 100644 --- a/README.md +++ b/README.md @@ -10,7 +10,7 @@ \â–“â–“ \â–“â–“\â–“â–“ \â–“â–“ \â–“â–“\â–“â–“â–“â–“â–“â–“â–“â–“\â–“â–“ \â–“â–“ \â–“â–“â–“â–“â–“â–“ \â–“â–“â–“â–“â–“â–“â–“ â–“â–“â–“â–“â–“â–“â–“ \â–“â–“â–“â–“ \â–“â–“â–“â–“â–“â–“â–“\â–“â–“ \â–“â–“ \â–“â–“â–“â–“â–“â–“â–“ | â–“â–“ >>>solution | â–“â–“ Response 0.24s - "AmznCaptcha" \â–“â–“ Solve rate 99.9% + "AmznCaptcha" \â–“â–“ Accuracy 99.5% ``` The motivation behind the creation of this library is taking its start from the genuinely simple idea: "**I don't want to use pytesseract or some other non-amazon-specific OCR services, nor do I want to install some executables to just solve a captcha. 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