├── .gitignore ├── LICENSE ├── README.md ├── colabctl.py ├── gCookies.pkl ├── notebooks.csv ├── poetry.lock └── pyproject.toml /.gitignore: -------------------------------------------------------------------------------- 1 | # Created by .ignore support plugin (hsz.mobi) 2 | ### JetBrains template 3 | # Covers JetBrains IDEs: IntelliJ, RubyMine, PhpStorm, AppCode, PyCharm, CLion, Android Studio, WebStorm and Rider 4 | # Reference: https://intellij-support.jetbrains.com/hc/en-us/articles/206544839 5 | 6 | # User-specific stuff 7 | .idea/**/workspace.xml 8 | .idea/**/tasks.xml 9 | .idea/**/usage.statistics.xml 10 | .idea/**/dictionaries 11 | .idea/**/shelf 12 | 13 | # Generated files 14 | .idea/**/contentModel.xml 15 | 16 | # Sensitive or high-churn files 17 | .idea/**/dataSources/ 18 | .idea/**/dataSources.ids 19 | .idea/**/dataSources.local.xml 20 | .idea/**/sqlDataSources.xml 21 | .idea/**/dynamic.xml 22 | .idea/**/uiDesigner.xml 23 | .idea/**/dbnavigator.xml 24 | 25 | # Gradle 26 | .idea/**/gradle.xml 27 | .idea/**/libraries 28 | 29 | # Gradle and Maven with auto-import 30 | # When using Gradle or Maven with auto-import, you should exclude module files, 31 | # since they will be recreated, and may cause churn. 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Such new versions will 567 | be similar in spirit to the present version, but may differ in detail to 568 | address new problems or concerns. 569 | 570 | Each version is given a distinguishing version number. If the 571 | Program specifies that a certain numbered version of the GNU General 572 | Public License "or any later version" applies to it, you have the 573 | option of following the terms and conditions either of that numbered 574 | version or of any later version published by the Free Software 575 | Foundation. If the Program does not specify a version number of the 576 | GNU General Public License, you may choose any version ever published 577 | by the Free Software Foundation. 578 | 579 | If the Program specifies that a proxy can decide which future 580 | versions of the GNU General Public License can be used, that proxy's 581 | public statement of acceptance of a version permanently authorizes you 582 | to choose that version for the Program. 583 | 584 | Later license versions may give you additional or different 585 | permissions. However, no additional obligations are imposed on any 586 | author or copyright holder as a result of your choosing to follow a 587 | later version. 588 | 589 | 15. Disclaimer of Warranty. 590 | 591 | THERE IS NO WARRANTY FOR THE PROGRAM, TO THE EXTENT PERMITTED BY 592 | APPLICABLE LAW. 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Interpretation of Sections 15 and 16. 613 | 614 | If the disclaimer of warranty and limitation of liability provided 615 | above cannot be given local legal effect according to their terms, 616 | reviewing courts shall apply local law that most closely approximates 617 | an absolute waiver of all civil liability in connection with the 618 | Program, unless a warranty or assumption of liability accompanies a 619 | copy of the Program in return for a fee. 620 | 621 | END OF TERMS AND CONDITIONS 622 | 623 | How to Apply These Terms to Your New Programs 624 | 625 | If you develop a new program, and you want it to be of the greatest 626 | possible use to the public, the best way to achieve this is to make it 627 | free software which everyone can redistribute and change under these terms. 628 | 629 | To do so, attach the following notices to the program. It is safest 630 | to attach them to the start of each source file to most effectively 631 | state the exclusion of warranty; and each file should have at least 632 | the "copyright" line and a pointer to where the full notice is found. 633 | 634 | 635 | Copyright (C) 636 | 637 | This program is free software: you can redistribute it and/or modify 638 | it under the terms of the GNU General Public License as published by 639 | the Free Software Foundation, either version 3 of the License, or 640 | (at your option) any later version. 641 | 642 | This program is distributed in the hope that it will be useful, 643 | but WITHOUT ANY WARRANTY; without even the implied warranty of 644 | MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the 645 | GNU General Public License for more details. 646 | 647 | You should have received a copy of the GNU General Public License 648 | along with this program. If not, see . 649 | 650 | Also add information on how to contact you by electronic and paper mail. 651 | 652 | If the program does terminal interaction, make it output a short 653 | notice like this when it starts in an interactive mode: 654 | 655 | Copyright (C) 656 | This program comes with ABSOLUTELY NO WARRANTY; for details type `show w'. 657 | This is free software, and you are welcome to redistribute it 658 | under certain conditions; type `show c' for details. 659 | 660 | The hypothetical commands `show w' and `show c' should show the appropriate 661 | parts of the General Public License. Of course, your program's commands 662 | might be different; for a GUI interface, you would use an "about box". 663 | 664 | You should also get your employer (if you work as a programmer) or school, 665 | if any, to sign a "copyright disclaimer" for the program, if necessary. 666 | For more information on this, and how to apply and follow the GNU GPL, see 667 | . 668 | 669 | The GNU General Public License does not permit incorporating your program 670 | into proprietary programs. If your program is a subroutine library, you 671 | may consider it more useful to permit linking proprietary applications with 672 | the library. If this is what you want to do, use the GNU Lesser General 673 | Public License instead of this License. But first, please read 674 | . 675 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | # colabctl v0.2.1 2 | 3 | Task executioner & controller for Google Colaboratory notebooks. Google Colaboratory is a game-changing innovation. 4 | It allows anyone to access powerful hardware for machine learning, for free. Unfortunately, it's not possible to run 5 | colab notebooks programmatically or otherwise in the background unless you leave your browser running. Colabctl is a 6 | sort of shim that solves this problem by using headless Selenium. 7 | 8 | ## BROKEN NOTICE 9 | 10 | After realizing a few issues being submitted, I reran the code and saw that there are a few new issues due to Google 11 | changing their code. I'm now working to correct them. It shouldn't take too long, depending on what exactly they've 12 | done. 13 | 14 | ## TODOs 15 | 16 | - [ ] Resolve issues [#1](https://github.com/TensorTom/colabctl/issues/1) [#2](https://github.com/TensorTom/colabctl/issues/2) [#3](https://github.com/TensorTom/colabctl/issues/3) [#4](https://github.com/TensorTom/colabctl/issues/4) 17 | - [ ] Async execution of tasks. 18 | - [ ] Proper module structure for user command install via pip. 19 | - [ ] Better args parsing. 20 | - [ ] Revise & refactor the Seleium code. 21 | - [ ] Proper logging. 22 | 23 | Pull requests welcomed. 24 | 25 | ## Usage 26 | First, add your Colaboratory URLs to `notebooks.csv`. 27 | 28 | In colab, go to `tools -> keyboard shortcuts` and set "Clear all outputs" to `CTRL + SHIFT + Q` 29 | 30 | In colab, go to `tools -> keyboard shortcuts` and set "Reset all runtimes" to `CTRL + SHIFT + k` 31 | 32 | At the end of your notebook, add: `print("forkin"+"me")` 33 | 34 | Now you're ready: 35 | 36 | `python colabctl.py ` 37 | 38 | Example: 39 | 40 | `python colabctl.py forkinme 1800` 41 | 42 | ## Important!!! 43 | 44 | Notice that the example delay is 1,800 seconds (30 minutes). Please **DO NOT poll Google Colaboratory frequently**. 45 | We're very lucky to have these notebooks and even luckier that this ctl is even possible. Please don't push them to 46 | block us from doing this. 47 | 48 | Thank you 49 | -------------------------------------------------------------------------------- /colabctl.py: -------------------------------------------------------------------------------- 1 | import sys 2 | sys.path.insert(0,'/usr/lib/chromium-browser/chromedriver') 3 | from selenium import webdriver 4 | from selenium.webdriver.chrome.options import Options 5 | from selenium.common.exceptions import NoSuchElementException 6 | from selenium.webdriver.common.action_chains import ActionChains 7 | from selenium.webdriver.common.keys import Keys 8 | from selenium.webdriver.common.by import By 9 | from selenium.webdriver.support.ui import WebDriverWait 10 | from selenium.webdriver.support import expected_conditions as EC 11 | import pickle 12 | import time 13 | import validators 14 | 15 | 16 | def sleep(seconds): 17 | for i in range(seconds): 18 | try: 19 | time.sleep(1) 20 | except KeyboardInterrupt: 21 | continue 22 | 23 | 24 | def exists_by_text2(driver, text): 25 | try: 26 | WebDriverWait(driver, 2).until(EC.presence_of_element_located((By.XPATH,"//*[contains(text(), '"+str(text)+"')]"))) 27 | except Exception: 28 | return False 29 | return True 30 | 31 | 32 | def exists_by_xpath(driver, thex, howlong): 33 | try: 34 | WebDriverWait(driver, howlong).until(ec.visibility_of_element_located((By.XPATH, thex))) 35 | except: 36 | return False 37 | 38 | 39 | def exists_by_text(driver, text): 40 | driver.implicitly_wait(2) 41 | try: 42 | driver.find_element_by_xpath("//*[contains(text(), '"+str(text)+"')]") 43 | except NoSuchElementException: 44 | driver.implicitly_wait(5) 45 | return False 46 | driver.implicitly_wait(5) 47 | return True 48 | 49 | 50 | def user_logged_in(driver): 51 | try: 52 | driver.find_element_by_xpath('//*[@id="file-type"]') 53 | except NoSuchElementException: 54 | driver.implicitly_wait(5) 55 | return False 56 | driver.implicitly_wait(5) 57 | return True 58 | 59 | 60 | def wait_for_xpath(driver, x): 61 | while True: 62 | try: 63 | driver.find_element_by_xpath(x) 64 | return True 65 | except: 66 | time.sleep(0.1) 67 | pass 68 | 69 | 70 | def scroll_to_bottom(driver): 71 | SCROLL_PAUSE_TIME = 0.5 72 | # Get scroll height 73 | last_height = driver.execute_script("return document.body.scrollHeight") 74 | while True: 75 | # Scroll down to bottom 76 | driver.execute_script("window.scrollTo(0, document.body.scrollHeight);") 77 | # Wait to load page 78 | time.sleep(SCROLL_PAUSE_TIME) 79 | # Calculate new scroll height and compare with last scroll height 80 | new_height = driver.execute_script("return document.body.scrollHeight") 81 | if new_height == last_height: 82 | break 83 | last_height = new_height 84 | 85 | 86 | def file_to_list(filename): 87 | colabs = [] 88 | for line in open(filename): 89 | if validators.url(line): 90 | colabs.append(line) 91 | return colabs 92 | 93 | 94 | def switch_to_tab(driver, tab_index): 95 | print("Switching to tab " + str(tab_index)) 96 | try: 97 | driver.switch_to.window(driver.window_handles[tab_index]) 98 | except: 99 | print("Error switching tabs.") 100 | return False 101 | 102 | 103 | def new_tab(driver, url, tab_index): 104 | print("Opening new tab to " + str(url)) 105 | try: 106 | driver.execute_script("window.open('" + str(url) + "')") 107 | except: 108 | print("Error opening new tab.") 109 | return False 110 | switch_to_tab(driver, tab_index) 111 | return True 112 | 113 | 114 | fork = sys.argv[1] 115 | timeout = int(sys.argv[2]) 116 | colab_urls = file_to_list('notebooks.csv') 117 | 118 | if len(colab_urls) > 0 and validators.url(colab_urls[0]): 119 | colab_1 = colab_urls[0] 120 | else: 121 | raise Exception('No notebooks') 122 | 123 | chrome_options = Options() 124 | chrome_options.add_argument('--headless') # uncomment for headless mode 125 | chrome_options.add_argument('--no-sandbox') 126 | #chrome_options.add_argument("user-data-dir=profile") # left for debugging 127 | chrome_options.add_argument('--disable-dev-shm-usage') 128 | wd = webdriver.Chrome('chromedriver', options=chrome_options) 129 | 130 | wd.get(colab_1) 131 | try: 132 | for cookie in pickle.load(open("gCookies.pkl", "rb")): 133 | wd.add_cookie(cookie) 134 | except Exception: 135 | pass 136 | wd.get(colab_1) 137 | 138 | if exists_by_text(wd, "Sign in"): 139 | print("No auth cookie detected. Please login to Google.") 140 | wd.close() 141 | wd.quit() 142 | chrome_options_gui = Options() 143 | chrome_options_gui.add_argument('--no-sandbox') 144 | #chrome_options.add_argument("user-data-dir=profile") # left for debugging 145 | chrome_options_gui.add_argument('--disable-infobars') 146 | wd = webdriver.Chrome('chromedriver', options=chrome_options_gui) 147 | wd.get("https://accounts.google.com/signin") 148 | wait_for_xpath(wd, '//*[@id="yDmH0d"]/c-wiz/div/div[2]/c-wiz/c-wiz/div/div[4]/div/div/header/div[2]') 149 | print("Login detected. Saving cookie & restarting connection.") 150 | pickle.dump(wd.get_cookies(), open("gCookies.pkl", "wb")) 151 | wd.close() 152 | wd.quit() 153 | wd = webdriver.Chrome('chromedriver', options=chrome_options) 154 | while True: 155 | for colab_url in colab_urls: 156 | complete = False 157 | wd.get(colab_url) 158 | print("Logged in.") # for debugging 159 | running = False 160 | wait_for_xpath(wd, '//*[@id="file-menu-button"]/div/div/div[1]') 161 | print('Notebook loaded.') 162 | sleep(10) 163 | 164 | while not exists_by_text(wd, "Sign in"): 165 | if exists_by_text(wd, "Runtime disconnected"): 166 | try: 167 | wd.find_element_by_xpath('//*[@id="ok"]').click() 168 | except NoSuchElementException: 169 | pass 170 | if exists_by_text2(wd, "Notebook loading error"): 171 | wd.get(colab_url) 172 | try: 173 | wd.find_element_by_xpath('//*[@id="file-menu-button"]/div/div/div[1]') 174 | if not running: 175 | wd.find_element_by_tag_name('body').send_keys(Keys.CONTROL + Keys.SHIFT + "q") 176 | wd.find_element_by_tag_name('body').send_keys(Keys.CONTROL + Keys.SHIFT + "k") 177 | exists_by_xpath(wd, '//*[@id="ok"]', 10) 178 | wd.find_element_by_xpath('//*[@id="ok"]').click() 179 | sleep(10) 180 | wd.find_element_by_tag_name('body').send_keys(Keys.CONTROL + Keys.F9) 181 | running = True 182 | except NoSuchElementException: 183 | pass 184 | if running: 185 | try: 186 | wd.find_element_by_css_selector('.notebook-content-background').click() 187 | #actions = ActionChains(wd) 188 | #actions.send_keys(Keys.SPACE).perform() 189 | scroll_to_bottom(wd) 190 | print("performed scroll") 191 | except: 192 | pass 193 | for frame in wd.find_elements_by_tag_name('iframe'): 194 | wd.switch_to.frame(frame) 195 | ''' 196 | links = browser.find_elements_by_partial_link_text('oauth2/auth') 197 | for link in links: 198 | new_tab(wd, link.get_attribute("href"), 1) 199 | wd.find_element_by_css_selector('li.M8HEDc:nth-child(1)>div:nth-child(1)').click() 200 | wd.find_element_by_css_selector('#submit_approve_access>content:nth-child(3)>span:nth-child(1)').click() 201 | auth_code = wd.find_element_by_xpath('/html/body/div[1]/div[1]/div[2]/div[2]/div/div/div[2]/div/div/div/form/content/section/div/content/div/div/div/textarea').text 202 | ''' 203 | for output in wd.find_elements_by_tag_name('pre'): 204 | if fork in output.text: 205 | running = False 206 | complete = True 207 | print("Completion string found. Waiting for next cycle.") 208 | break 209 | wd.switch_to.default_content() 210 | if complete: 211 | break 212 | if complete: 213 | break 214 | sleep(timeout) 215 | -------------------------------------------------------------------------------- /gCookies.pkl: -------------------------------------------------------------------------------- 1 | 2 | -------------------------------------------------------------------------------- /notebooks.csv: -------------------------------------------------------------------------------- 1 | https://colab.research.google.com/drive/yournotebookurl1 2 | https://colab.research.google.com/drive/yournotebookurl2 3 | https://colab.research.google.com/drive/yournotebookurl3 4 | -------------------------------------------------------------------------------- /poetry.lock: -------------------------------------------------------------------------------- 1 | [[package]] 2 | category = "main" 3 | description = "Decorators for Humans" 4 | name = "decorator" 5 | optional = false 6 | python-versions = ">=2.6, !=3.0.*, !=3.1.*" 7 | version = "4.4.2" 8 | 9 | [[package]] 10 | category = "main" 11 | description = "Python bindings for Selenium" 12 | name = "selenium" 13 | optional = false 14 | python-versions = "*" 15 | version = "3.141.0" 16 | 17 | [package.dependencies] 18 | urllib3 = "*" 19 | 20 | [[package]] 21 | category = "main" 22 | description = "Python 2 and 3 compatibility utilities" 23 | name = "six" 24 | optional = false 25 | python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*" 26 | version = "1.15.0" 27 | 28 | [[package]] 29 | category = "main" 30 | description = "HTTP library with thread-safe connection pooling, file post, and more." 31 | name = "urllib3" 32 | optional = false 33 | python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, <4" 34 | version = "1.25.10" 35 | 36 | [package.extras] 37 | brotli = ["brotlipy (>=0.6.0)"] 38 | secure = ["certifi", "cryptography (>=1.3.4)", "idna (>=2.0.0)", "pyOpenSSL (>=0.14)", "ipaddress"] 39 | socks = ["PySocks (>=1.5.6,<1.5.7 || >1.5.7,<2.0)"] 40 | 41 | [[package]] 42 | category = "main" 43 | description = "Python Data Validation for Humans™." 44 | name = "validators" 45 | optional = false 46 | python-versions = ">=3.4" 47 | version = "0.17.1" 48 | 49 | [package.dependencies] 50 | decorator = ">=3.4.0" 51 | six = ">=1.4.0" 52 | 53 | [package.extras] 54 | test = ["pytest (>=2.2.3)", "flake8 (>=2.4.0)", "isort (>=4.2.2)"] 55 | 56 | [metadata] 57 | content-hash = "186e6fad66481a7151cb2b28d3c17d495a095a84d3d3ecdd5be8c6c8ddf56bec" 58 | python-versions = "^3.8" 59 | 60 | [metadata.files] 61 | decorator = [ 62 | {file = "decorator-4.4.2-py2.py3-none-any.whl", hash = "sha256:41fa54c2a0cc4ba648be4fd43cff00aedf5b9465c9bf18d64325bc225f08f760"}, 63 | {file = "decorator-4.4.2.tar.gz", hash = "sha256:e3a62f0520172440ca0dcc823749319382e377f37f140a0b99ef45fecb84bfe7"}, 64 | ] 65 | selenium = [ 66 | {file = "selenium-3.141.0-py2.py3-none-any.whl", hash = "sha256:2d7131d7bc5a5b99a2d9b04aaf2612c411b03b8ca1b1ee8d3de5845a9be2cb3c"}, 67 | {file = "selenium-3.141.0.tar.gz", hash = "sha256:deaf32b60ad91a4611b98d8002757f29e6f2c2d5fcaf202e1c9ad06d6772300d"}, 68 | ] 69 | six = [ 70 | {file = "six-1.15.0-py2.py3-none-any.whl", hash = "sha256:8b74bedcbbbaca38ff6d7491d76f2b06b3592611af620f8426e82dddb04a5ced"}, 71 | {file = "six-1.15.0.tar.gz", hash = "sha256:30639c035cdb23534cd4aa2dd52c3bf48f06e5f4a941509c8bafd8ce11080259"}, 72 | ] 73 | urllib3 = [ 74 | {file = "urllib3-1.25.10-py2.py3-none-any.whl", hash = "sha256:e7983572181f5e1522d9c98453462384ee92a0be7fac5f1413a1e35c56cc0461"}, 75 | {file = "urllib3-1.25.10.tar.gz", hash = "sha256:91056c15fa70756691db97756772bb1eb9678fa585d9184f24534b100dc60f4a"}, 76 | ] 77 | validators = [ 78 | {file = "validators-0.17.1-py3-none-any.whl", hash = "sha256:898b6b8197fbc320daf25d3b32fa928fd25e225c33790cb58ed54b48aebe1858"}, 79 | {file = "validators-0.17.1.tar.gz", hash = "sha256:401cb441dd61bb1a03b10c8a3a884642409e22a2a19e03bbfc4891e0ddbc7268"}, 80 | ] 81 | -------------------------------------------------------------------------------- /pyproject.toml: -------------------------------------------------------------------------------- 1 | [tool.poetry] 2 | name = "colabctl" 3 | version = "0.2.1" 4 | description = "Google Colaboratory background/task executioner & controller." 5 | authors = ["TensorTom <14287229+TensorTom@users.noreply.github.com>"] 6 | license = "MIT" 7 | 8 | [tool.poetry.dependencies] 9 | python = "^3.8" 10 | selenium = "^3.141.0" 11 | validators = "^0.17.1" 12 | 13 | [tool.poetry.dev-dependencies] 14 | 15 | [build-system] 16 | requires = ["poetry>=0.12"] 17 | build-backend = "poetry.masonry.api" 18 | --------------------------------------------------------------------------------