├── .gitignore ├── README.md ├── dowload_similar_images.py ├── mens checked shirt.csv ├── mens checked shirt ├── 144537469289071370 │ ├── 144537469289071370_URLs.csv │ └── 144537469289071370_tags.csv ├── 154177987234096350 │ ├── 154177987234096350_URLs.csv │ └── 154177987234096350_tags.csv ├── 212021095024153726 │ ├── 212021095024153726_URLs.csv │ └── 212021095024153726_tags.csv ├── 212021095062893633 │ ├── 212021095062893633_URLs.csv │ └── 212021095062893633_tags.csv ├── 29977153757110458 │ ├── 29977153757110458_URLs.csv │ └── 29977153757110458_tags.csv ├── 403212972890763724 │ ├── 403212972890763724_URLs.csv │ └── 403212972890763724_tags.csv ├── 418412621631425207 │ ├── 418412621631425207_URLs.csv │ └── 418412621631425207_tags.csv ├── 442478732140463184 │ ├── 442478732140463184_URLs.csv │ └── 442478732140463184_tags.csv ├── 450360031488620083 │ ├── 450360031488620083_URLs.csv │ └── 450360031488620083_tags.csv ├── 580753314432932873 │ ├── 580753314432932873_URLs.csv │ └── 580753314432932873_tags.csv ├── 690669292830551314 │ ├── 690669292830551314_URLs.csv │ └── 690669292830551314_tags.csv ├── 72479875240575254 │ ├── 72479875240575254_URLs.csv │ └── 72479875240575254_tags.csv ├── 72479875240597619 │ ├── 72479875240597619_URLs.csv │ └── 72479875240597619_tags.csv ├── 738168195158714822 │ ├── 738168195158714822_URLs.csv │ └── 738168195158714822_tags.csv ├── 760967668272365441 │ ├── 760967668272365441_URLs.csv │ └── 760967668272365441_tags.csv ├── 760967668272367891 │ ├── 760967668272367891_URLs.csv │ └── 760967668272367891_tags.csv ├── 80009330869137687 │ ├── 80009330869137687_URLs.csv │ └── 80009330869137687_tags.csv ├── 80009330869150056 │ ├── 80009330869150056_URLs.csv │ └── 80009330869150056_tags.csv ├── 80009330869152355 │ ├── 80009330869152355_URLs.csv │ └── 80009330869152355_tags.csv ├── 817192294865651135 │ ├── 817192294865651135_URLs.csv │ └── 817192294865651135_tags.csv ├── 8233211808416302 │ ├── 8233211808416302_URLs.csv │ └── 8233211808416302_tags.csv └── AQptx8k-DRohCc6KsEdv_zITHSYXbi7HoztyV8f6EGUE9NWspPlQvkU │ ├── AQptx8k-DRohCc6KsEdv_zITHSYXbi7HoztyV8f6EGUE9NWspPlQvkU_URLs.csv │ └── AQptx8k-DRohCc6KsEdv_zITHSYXbi7HoztyV8f6EGUE9NWspPlQvkU_tags.csv ├── nike black shoes.csv ├── pinterest.py ├── readme_images ├── csv1.png └── folders.png └── requirements.txt /.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 | pip-wheel-metadata/ 24 | share/python-wheels/ 25 | *.egg-info/ 26 | .installed.cfg 27 | *.egg 28 | MANIFEST 29 | 30 | # PyInstaller 31 | # Usually these files are written by a python script from a template 32 | # before PyInstaller builds the exe, so as to inject date/other infos into it. 33 | *.manifest 34 | *.spec 35 | 36 | # Installer logs 37 | pip-log.txt 38 | pip-delete-this-directory.txt 39 | 40 | # Unit test / coverage reports 41 | htmlcov/ 42 | .tox/ 43 | .nox/ 44 | .coverage 45 | .coverage.* 46 | .cache 47 | nosetests.xml 48 | coverage.xml 49 | *.cover 50 | *.py,cover 51 | .hypothesis/ 52 | .pytest_cache/ 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 | target/ 76 | 77 | # Jupyter Notebook 78 | .ipynb_checkpoints 79 | 80 | # IPython 81 | profile_default/ 82 | ipython_config.py 83 | 84 | # pyenv 85 | .python-version 86 | 87 | # pipenv 88 | # According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control. 89 | # However, in case of collaboration, if having platform-specific dependencies or dependencies 90 | # having no cross-platform support, pipenv may install dependencies that don't work, or not 91 | # install all needed dependencies. 92 | #Pipfile.lock 93 | 94 | # PEP 582; used by e.g. github.com/David-OConnor/pyflow 95 | __pypackages__/ 96 | 97 | # Celery stuff 98 | celerybeat-schedule 99 | celerybeat.pid 100 | 101 | # SageMath parsed files 102 | *.sage.py 103 | 104 | # Environments 105 | .env 106 | .venv 107 | env/ 108 | venv/ 109 | ENV/ 110 | env.bak/ 111 | venv.bak/ 112 | 113 | # Spyder project settings 114 | .spyderproject 115 | .spyproject 116 | 117 | # Rope project settings 118 | .ropeproject 119 | 120 | # mkdocs documentation 121 | /site 122 | 123 | # mypy 124 | .mypy_cache/ 125 | .dmypy.json 126 | dmypy.json 127 | 128 | # Pyre type checker 129 | .pyre/ 130 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | # pinterest-web-scraper 2 | > *"Scraping Visually Similar Images from Pinterest"* 3 | 4 | ![Meme](https://i.pinimg.com/originals/0f/c2/1f/0fc21fcd673f794c1d6222b177013342.png) 5 | 6 |
7 | 8 | ## Table of Contents 9 | * [Installation](#installation) 10 | * [Usage](#usage) 11 | 12 | ### Installation 13 | ##### 1. Download the repository 14 | 15 | Clone the base repository onto your desktop with `git` as follows: 16 | ```console 17 | $ git clone https://github.com/SwatiModi/pinterest-web-scraper 18 | ``` 19 | ##### 2. Install necessary dependencies 20 | 21 | ```console 22 | $ pip install -r requirements.txt 23 | ``` 24 | ##### 3. Install chrome driver 25 | 26 | ```console 27 | $ wget https://chromedriver.storage.googleapis.com/2.41/chromedriver_linux64.zip 28 | $ unzip chromedriver_linux64.zip 29 | 30 | $ sudo mv chromedriver /usr/bin/chromedriver 31 | $ sudo chown root:root /usr/bin/chromedriver 32 | $ sudo chmod +x /usr/bin/chromedriver 33 | 34 | ``` 35 | 36 | ### Usage 37 | I have tried a example on query "mens checked shirt" and pushed the resultant csv and folder here in the repo. 38 | 39 | ##### 1. Search for some product (eg. Black shoes) 40 | ```console 41 | $ python pinterest.py 42 | ``` 43 | or pass the search query category as a argument 44 | ```console 45 | $ python pinterest.py --category 46 | ``` 47 | 48 | This will create a CSV of URLs to pins for the given search query 49 | 50 | ![Pins' URLS](readme_images/csv1.png) 51 | 52 | ##### 2. Download the visually similar images 53 | ```console 54 | $ python dowload_similar_images.py 55 | ``` 56 | This script reads all the URLs from the CSV created by previous script. For each pin URL, it downloads the visually similar images and saved in respective folders pin-wise. 57 | 58 | This will create a hierarchy of folders and images as follows: 59 | 60 | ![Downloaded Images](readme_images/folders.png) 61 |
62 | ##### NOTE: 63 | Web Scraping from many websites is Illegal.
64 | This project is just for Learning and Fun. 65 | -------------------------------------------------------------------------------- /dowload_similar_images.py: -------------------------------------------------------------------------------- 1 | import pandas as pd 2 | import urllib.request 3 | import argparse 4 | from bs4 import * 5 | from selenium import webdriver 6 | import re 7 | import os 8 | from selenium.webdriver.support import ui 9 | import time 10 | import os 11 | 12 | # add argument parser for passing the target CSV for saving the image URLs and no. of pages to be scraped 13 | parser = argparse.ArgumentParser() 14 | parser.add_argument('--csv', help='CSV with PID URLs', 15 | action='store', dest='CSVname') 16 | parser.add_argument('--username', help='username', 17 | action='store', dest='login_name') 18 | parser.add_argument('--password', help='', action='store', dest='login_pass') 19 | args = parser.parse_args() 20 | 21 | if args.CSVname: 22 | csvname = args.CSVname 23 | else: 24 | csvname = str(input('Enter the "input CSV" name: ')) 25 | 26 | if args.login_name: 27 | login_name = args.login_name 28 | else: 29 | login_name = str(input('Enter your pinterest email id: ')) 30 | 31 | if args.CSVname: 32 | login_pass = args.login_pass 33 | else: 34 | login_pass = str(input('Enter the pinterest password: ')) 35 | 36 | dest_dir = csvname.split('.csv')[0] 37 | dest_dir = dest_dir + '/' 38 | 39 | try: 40 | os.mkdir(dest_dir) 41 | except: 42 | pass 43 | 44 | df = pd.read_csv(csvname) # CSV with PINS' visual search URLs 45 | urls = df['PID_URLS'] 46 | 47 | # create directories to save the images 48 | for i in range(len(df)): 49 | pin_number = urls[i].split('/')[-3] 50 | try: 51 | os.mkdir(dest_dir + pin_number + '/') 52 | except: 53 | pass 54 | 55 | error_url = [] 56 | 57 | 58 | def page_is_loaded(driver): 59 | return driver.find_element_by_tag_name("body") != None 60 | 61 | 62 | def login(driver, username, password): 63 | if driver.current_url != "https://www.pinterest.com/login/?referrer=home_page": 64 | driver.get("https://www.pinterest.com/login/?referrer=home_page") 65 | wait = ui.WebDriverWait(driver, 10) 66 | wait.until(page_is_loaded) 67 | email = driver.find_element_by_xpath("//input[@type='email']") 68 | password = driver.find_element_by_xpath("//input[@type='password']") 69 | email.send_keys(login_name) 70 | password.send_keys(login_pass) 71 | # driver.find_element_by_xpath("//div[@data-reactid='30']").click() 72 | password.submit() 73 | time.sleep(3) 74 | print("Teleport Successful!") 75 | 76 | 77 | def get_images_and_tags(url): 78 | url_set = set() # using set instead of list to avoid duplicate urls 79 | tag_set = [] 80 | 81 | try: 82 | driver.get(url) 83 | except: 84 | print('ERRORRRRR') 85 | 86 | SCROLL_PAUSE_TIME = 0.5 87 | 88 | while True: 89 | # Scroll down to bottom 90 | driver.execute_script( 91 | "window.scrollTo(0, document.body.scrollHeight);") 92 | 93 | # Wait to load page 94 | time.sleep(SCROLL_PAUSE_TIME) 95 | 96 | # Calculate new scroll height and compare with last scroll height 97 | new_height = driver.execute_script("return document.body.scrollHeight") 98 | # print(new_height) 99 | 100 | if new_height >= 15000: # increase this scroll height threshould to get more no. of images 101 | break 102 | 103 | page = driver.page_source 104 | bs = BeautifulSoup(page, 'html.parser') 105 | # images = bs.find_all('img', {'src':re.compile('.jpg')}) 106 | images = bs.find_all('img', 'hCL kVc L4E MIw') 107 | for image in images: 108 | url_set.add(image['src']) 109 | 110 | # tags = bs.find_all('div','flashlightAnnotationListItem') 111 | # for tag in tags: 112 | # tag_set.append(tag.text) 113 | # # driver.quit() 114 | return list(url_set), tag_set 115 | 116 | 117 | def download_items(url_set, dest_dir, image_num): 118 | """ 119 | This function download the items referred by URL in given set of url. 120 | 121 | Parameters : 122 | url_set (Set): A set containing URL to items 123 | dest_dir (string): Path to Destination Directory where items are to be downloaded 124 | item_category (string ) : A string specifying the category to which the item belongs 125 | 126 | Returns: 127 | NONE 128 | """ 129 | 130 | for index, url in enumerate(url_set): 131 | path = dest_dir + image_num + "/" + str(index) + ".jpg" 132 | # print(path) 133 | try: 134 | urllib.request.urlretrieve(url, path) 135 | except: 136 | print("An excpetion occured during downloading data \n") 137 | continue 138 | # time.sleep(3) 139 | return 140 | 141 | 142 | driver = webdriver.Chrome() 143 | login(driver, login_name, login_pass) 144 | 145 | for i in range(len(urls)): 146 | image_urlset, tag_set = get_images_and_tags(urls[i]) 147 | 148 | pin_number = urls[i].split('/')[-3] 149 | 150 | image_urlCSV = pd.DataFrame({'URLs': image_urlset}) 151 | image_urlCSV.to_csv(str(dest_dir) + str(pin_number) + 152 | '/' + str(pin_number) + '_URLs' + '.csv', index=False) 153 | 154 | # tagsCSV = pd.DataFrame({'Tags':tag_set}) 155 | # tagsCSV.to_csv(str(dest_dir) + str(pin_number) + '/' + str(pin_number) + '_tags' + '.csv',index = False) 156 | 157 | download_items(image_urlset[:50], str(dest_dir), str(pin_number)) 158 | time.sleep(6) 159 | -------------------------------------------------------------------------------- /mens checked shirt.csv: -------------------------------------------------------------------------------- 1 | PID_URLS 2 | https://www.pinterest.com/pin/212021095024153726/visual-search/ 3 | https://www.pinterest.com/pin/580753314432932873/visual-search/ 4 | https://www.pinterest.com/pin/760967668272367891/visual-search/ 5 | https://www.pinterest.com/pin/738168195158714822/visual-search/ 6 | https://www.pinterest.com/pin/80009330869150056/visual-search/ 7 | https://www.pinterest.com/pin/442478732140463184/visual-search/ 8 | https://www.pinterest.com/pin/690669292830551314/visual-search/ 9 | https://www.pinterest.com/pin/144537469289071370/visual-search/ 10 | https://www.pinterest.com/pin/AQptx8k-DRohCc6KsEdv_zITHSYXbi7HoztyV8f6EGUE9NWspPlQvkU/visual-search/ 11 | https://www.pinterest.com/pin/80009330869137687/visual-search/ 12 | https://www.pinterest.com/pin/403212972890763724/visual-search/ 13 | https://www.pinterest.com/pin/212021095062893633/visual-search/ 14 | https://www.pinterest.com/pin/72479875240597619/visual-search/ 15 | https://www.pinterest.com/pin/154177987234096350/visual-search/ 16 | https://www.pinterest.com/pin/760967668272365441/visual-search/ 17 | https://www.pinterest.com/pin/817192294865651135/visual-search/ 18 | https://www.pinterest.com/pin/450360031488620083/visual-search/ 19 | https://www.pinterest.com/pin/72479875240575254/visual-search/ 20 | https://www.pinterest.com/pin/8233211808416302/visual-search/ 21 | https://www.pinterest.com/pin/80009330869152355/visual-search/ 22 | https://www.pinterest.com/pin/29977153757110458/visual-search/ 23 | https://www.pinterest.com/pin/418412621631425207/visual-search/ 24 | -------------------------------------------------------------------------------- /mens checked shirt/144537469289071370/144537469289071370_URLs.csv: -------------------------------------------------------------------------------- 1 | URLs 2 | https://i.pinimg.com/236x/95/b9/9f/95b99fd26b96491ace08c7de60acd73c.jpg 3 | https://i.pinimg.com/236x/5d/06/21/5d0621ae64e51968d14d305853a1ce07.jpg 4 | https://i.pinimg.com/236x/3f/72/81/3f72812d4f4d78c3395b612d4369d840.jpg 5 | https://i.pinimg.com/236x/dc/dc/94/dcdc94ef2538a300c707eaac7d958e53.jpg 6 | https://i.pinimg.com/236x/a1/67/19/a167199a204404b8d3bc9ae718307b3f.jpg 7 | https://i.pinimg.com/236x/de/d1/75/ded1755d870b08e1aa92cb86fa632372.jpg 8 | https://i.pinimg.com/236x/12/73/8b/12738b87e26708723ffad81663e56292.jpg 9 | https://i.pinimg.com/236x/11/0b/fa/110bfa6f09394138d805853809f88bf0.jpg 10 | https://i.pinimg.com/236x/4d/36/e7/4d36e7892054e2cc1759e94de8201f58.jpg 11 | https://i.pinimg.com/236x/da/12/c7/da12c722fa200527adcfed8ecaef3369.jpg 12 | https://i.pinimg.com/236x/56/aa/aa/56aaaae39e80019b21f090340baac5d1.jpg 13 | https://i.pinimg.com/236x/2f/02/23/2f0223349e03cfd262c3a469bb9c79bc.jpg 14 | https://i.pinimg.com/236x/21/97/46/21974646d92f071543133a7df6fd8cf5.jpg 15 | https://i.pinimg.com/236x/d2/0f/52/d20f52bbf7ac8228efc7f25b957b58da.jpg 16 | https://i.pinimg.com/236x/35/95/2e/35952eb8b26e218a95338b3734f4bf5e.jpg 17 | https://i.pinimg.com/236x/74/8b/67/748b678eaa3583b7c887f7b00f44ed59.jpg 18 | https://i.pinimg.com/236x/ed/d2/4b/edd24b72742656138afb7a83a866f4c3.jpg 19 | https://i.pinimg.com/236x/cc/e5/32/cce53223b54c03f27cab4d90bbca674f.jpg 20 | https://i.pinimg.com/236x/ea/1c/49/ea1c49adc25386865f00338254b42313.jpg 21 | https://i.pinimg.com/236x/27/ad/75/27ad753535d8e832b7efcf74b5b2a41b.jpg 22 | https://i.pinimg.com/236x/bd/a8/33/bda833e92fcfc016bd00447b05b01b2e.jpg 23 | https://i.pinimg.com/236x/9f/29/dd/9f29dde42d453fdde3dd6bb4b384cc23.jpg 24 | https://i.pinimg.com/236x/43/7b/2d/437b2d09308f6cd410a6740e7ba8a3b5.jpg 25 | https://i.pinimg.com/236x/ea/3a/c4/ea3ac4558b406dd8d2126ee889044258.jpg 26 | https://i.pinimg.com/236x/7e/f2/35/7ef235e9e77ba562b4ca0d7b3840dd4b.jpg 27 | https://i.pinimg.com/236x/99/c8/c7/99c8c7fd46fe858bc3cf98457445f010.jpg 28 | https://i.pinimg.com/236x/c2/16/5f/c2165f5c54c59d19a3a7654ddc44add2.jpg 29 | https://i.pinimg.com/236x/f2/00/ea/f200ea03c37ddf132157a7cfa9f94064.jpg 30 | https://i.pinimg.com/75x75_RS/b6/8d/96/b68d962109b1f2ef53e6b7d7a6b530e4.jpg 31 | https://i.pinimg.com/236x/cd/1e/c5/cd1ec59f441e1c8bc43aa7a33ff62f37.jpg 32 | https://i.pinimg.com/236x/b5/9a/b5/b59ab56f86e439028cbaab4d34f9bbff.jpg 33 | https://i.pinimg.com/236x/98/2d/25/982d25abd97b1aee1a3ef829de191bd5.jpg 34 | https://i.pinimg.com/236x/79/8d/be/798dbe4050769f58840b822a20be9653.jpg 35 | https://i.pinimg.com/originals/de/bb/1b/debb1b1a2cc78d3cce219f5295bc06ac.jpg 36 | https://i.pinimg.com/236x/db/a9/e1/dba9e1be183704553b198ea99f0dabd1.jpg 37 | https://i.pinimg.com/236x/81/91/d6/8191d6af449d88eb67852131ff2be323.jpg 38 | https://i.pinimg.com/236x/10/a9/ef/10a9ef161e7c2f156ef5ad34757b6308.jpg 39 | https://i.pinimg.com/236x/ff/9a/73/ff9a733d80cb1b554b4071bda0bd2fff.jpg 40 | https://i.pinimg.com/236x/14/c0/2a/14c02a700e323b5c0fa38f78b123a8be.jpg 41 | https://i.pinimg.com/30x30_RS/72/09/7b/72097b9cb54037e00f74806e837816b6.jpg 42 | https://i.pinimg.com/236x/f1/f6/95/f1f69552d9682387ca3a3387d63d132d.jpg 43 | https://i.pinimg.com/236x/d2/e2/58/d2e258e39efa8512999841001bcd01de.jpg 44 | https://i.pinimg.com/236x/2e/5f/99/2e5f992f89c7d3902687d8a08197d494.jpg 45 | https://i.pinimg.com/236x/2b/a5/e4/2ba5e41cc74f2f063711f8395109e320.jpg 46 | https://i.pinimg.com/236x/eb/23/31/eb23315f16d11c4967ad166741fb121b.jpg 47 | https://i.pinimg.com/236x/06/a4/2c/06a42c7d1a5a4c87c81f80184e158418.jpg 48 | https://i.pinimg.com/236x/5a/c6/c9/5ac6c9a87f27ea964c13a60a7d8e8b1e.jpg 49 | https://i.pinimg.com/236x/c0/3d/d8/c03dd812f0d787352abb8e38934d9763.jpg 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-------------------------------------------------------------------------------- /nike black shoes.csv: -------------------------------------------------------------------------------- 1 | PID_URLS 2 | https://www.pinterest.com/pin/643311128020082159/visual-search/ 3 | https://www.pinterest.com/pin/613404411743586572/visual-search/ 4 | https://www.pinterest.com/pin/654851602049621928/visual-search/ 5 | https://www.pinterest.com/pin/12807180177271047/visual-search/ 6 | https://www.pinterest.com/pin/AXDmJI9sWSiKucJ5Tch5Plu8GKMaEtHJOONAIJnRiqZ2CBbx-30GDv0t76VvLo3X-szBY0crcDDE4TmD5IIU8yA/visual-search/ 7 | https://www.pinterest.com/pin/715439090797748842/visual-search/ 8 | https://www.pinterest.com/pin/1900024831361655/visual-search/ 9 | https://www.pinterest.com/pin/577938564678313122/visual-search/ 10 | https://www.pinterest.com/pin/667025394804014036/visual-search/ 11 | https://www.pinterest.com/pin/410953534754329092/visual-search/ 12 | https://www.pinterest.com/pin/97038566958626875/visual-search/ 13 | https://www.pinterest.com/pin/196047390017547129/visual-search/ 14 | https://www.pinterest.com/pin/99853316726992546/visual-search/ 15 | https://www.pinterest.com/pin/633248397602114145/visual-search/ 16 | https://www.pinterest.com/pin/241013017543871294/visual-search/ 17 | https://www.pinterest.com/pin/578642252118109932/visual-search/ 18 | https://www.pinterest.com/pin/270708627589801976/visual-search/ 19 | https://www.pinterest.com/pin/714524297125797031/visual-search/ 20 | https://www.pinterest.com/pin/576953402259421601/visual-search/ 21 | https://www.pinterest.com/pin/851884085758700941/visual-search/ 22 | https://www.pinterest.com/pin/714524297124510277/visual-search/ 23 | https://www.pinterest.com/pin/577094139725331144/visual-search/ 24 | https://www.pinterest.com/pin/29554941293060883/visual-search/ 25 | https://www.pinterest.com/pin/551761391851893301/visual-search/ 26 | https://www.pinterest.com/pin/176977460344993528/visual-search/ 27 | https://www.pinterest.com/pin/770608186229017492/visual-search/ 28 | https://www.pinterest.com/pin/632615078898093965/visual-search/ 29 | https://www.pinterest.com/pin/594615957041794722/visual-search/ 30 | https://www.pinterest.com/pin/624522673319871346/visual-search/ 31 | https://www.pinterest.com/pin/10555380364735497/visual-search/ 32 | https://www.pinterest.com/pin/23151385573745998/visual-search/ 33 | https://www.pinterest.com/pin/686376799451404267/visual-search/ 34 | https://www.pinterest.com/pin/424816177351360688/visual-search/ 35 | https://www.pinterest.com/pin/862439397384089976/visual-search/ 36 | https://www.pinterest.com/pin/415246028146741188/visual-search/ 37 | https://www.pinterest.com/search/pins/?q=Black%20nike%20sneakers&rs=srs&b_id=BL2lO08HCQ9vAAAAAAAAAADHX6-DUoEYGuL3T0BmL_z7-9NqQXgQ47ZZeYRw3x31gh_C7wWi2aK3qqdP2TqPFPM&source_id=JY9kbgYIvisual-search/ 38 | https://www.pinterest.com/pin/579486677033209050/visual-search/ 39 | https://www.pinterest.com/pin/584623595370057744/visual-search/ 40 | https://www.pinterest.com/pin/733523858053105020/visual-search/ 41 | https://www.pinterest.com/pin/758786237213398977/visual-search/ 42 | https://www.pinterest.com/pin/676243700293327261/visual-search/ 43 | https://www.pinterest.com/pin/657033033131532184/visual-search/ 44 | https://www.pinterest.com/pin/591238257328160976/visual-search/ 45 | https://www.pinterest.com/pin/613615517974385758/visual-search/ 46 | https://www.pinterest.com/pin/687854543075716696/visual-search/ 47 | https://www.pinterest.com/pin/826762444087233625/visual-search/ 48 | https://www.pinterest.com/pin/355221489363930425/visual-search/ 49 | https://www.pinterest.com/pin/333125703692573140/visual-search/ 50 | https://www.pinterest.com/pin/777996904364018043/visual-search/ 51 | https://www.pinterest.com/pin/325948091786904705/visual-search/ 52 | -------------------------------------------------------------------------------- /pinterest.py: -------------------------------------------------------------------------------- 1 | import requests 2 | from bs4 import * 3 | from selenium import webdriver 4 | import pandas as pd 5 | import argparse 6 | import re 7 | import os 8 | from selenium.webdriver.support import ui 9 | import time 10 | 11 | parser = argparse.ArgumentParser() 12 | parser.add_argument( 13 | '--saveto', help='Target CSV to save the Image URLs', action='store', dest='CSVname') 14 | parser.add_argument('--category', help='Product category to be searched ', 15 | action='store', dest='category') 16 | parser.add_argument('--username', help='username', 17 | action='store', dest='login_name') 18 | parser.add_argument('--password', help='password', 19 | action='store', dest='login_pass') 20 | args = parser.parse_args() 21 | 22 | if(args.category): 23 | item_category = str(args.category) 24 | else: 25 | item_category = str( 26 | input('Enter the search category (Ex : Nike Black shoes): ')) 27 | 28 | if(args.CSVname): 29 | csv_name = str(args.CSVname) 30 | else: 31 | csv_name = item_category + '.csv' 32 | 33 | csv_name = csv_name.replace(" ", "_") 34 | 35 | if args.login_name: 36 | login_name = args.login_name 37 | else: 38 | login_name = str(input('Enter your pinterest email id: ')) 39 | 40 | if args.CSVname: 41 | login_pass = args.login_pass 42 | else: 43 | login_pass = str(input('Enter the pinterest password: ')) 44 | 45 | # Initialize and launch the chrome driver 46 | driver = webdriver.Chrome() 47 | driver.get("https://www.pinterest.com") 48 | 49 | driver.implicitly_wait(20) 50 | 51 | 52 | def page_is_loaded(driver): 53 | return driver.find_element_by_tag_name("body") != None 54 | 55 | 56 | def login(driver, username, password): 57 | if driver.current_url != "https://www.pinterest.com/login/?referrer=home_page": 58 | driver.get("https://www.pinterest.com/login/?referrer=home_page") 59 | wait = ui.WebDriverWait(driver, 10) 60 | wait.until(page_is_loaded) 61 | email = driver.find_element_by_xpath("//input[@type='email']") 62 | password = driver.find_element_by_xpath("//input[@type='password']") 63 | email.send_keys(login_name) 64 | password.send_keys(login_pass) 65 | # driver.find_element_by_xpath("//div[@data-reactid='30']").click() 66 | password.submit() 67 | print("Teleport Successful!") 68 | 69 | 70 | login(driver, login_name, login_pass) 71 | driver.implicitly_wait(30) 72 | time.sleep(3) 73 | 74 | # prepare the URL for search 75 | url = 'https://in.pinterest.com/search/pins/?q=' + \ 76 | item_category.replace(" ", "%20") 77 | 78 | # wait and get the query page 79 | driver.implicitly_wait(30) 80 | driver.get(url) 81 | driver.implicitly_wait(30) 82 | 83 | all_pin_data = [] 84 | 85 | while 1: 86 | # scroll 87 | driver.execute_script("window.scrollBy(0,10000)") 88 | time.sleep(3) 89 | driver.execute_script("window.scrollBy(0,10000)") 90 | time.sleep(3) 91 | 92 | # get the html now 93 | page_source = driver.page_source 94 | page = BeautifulSoup(page_source, 'html.parser') 95 | 96 | # 'GrowthUnauthPinImage' is the class of all the pins 97 | # Here we take divs which have a with href as pin number 98 | pin_data = page.find_all('div', "Yl- MIw Hb7") 99 | 100 | all_pin_data.extend(pin_data) 101 | all_pin_data = list(set(all_pin_data)) 102 | 103 | print(len(pin_data)) 104 | if len(all_pin_data) > 50: 105 | break 106 | 107 | 108 | # get links for individual pages of all the Pins 109 | hrefs = [] 110 | for i in range(len(all_pin_data)): 111 | hrefs.append('https://www.pinterest.com' + 112 | all_pin_data[i].find('a')['href'] + 'visual-search/') 113 | 114 | # save to CSV 115 | df = pd.DataFrame({'PID_URLS': hrefs[:50]}) 116 | df.to_csv(csv_name, index=False) 117 | -------------------------------------------------------------------------------- /readme_images/csv1.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SwatiModi/pinterest-web-scraper/83da4d69333c068626a990cd32e8d435b25f4086/readme_images/csv1.png -------------------------------------------------------------------------------- /readme_images/folders.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SwatiModi/pinterest-web-scraper/83da4d69333c068626a990cd32e8d435b25f4086/readme_images/folders.png -------------------------------------------------------------------------------- /requirements.txt: -------------------------------------------------------------------------------- 1 | beautifulsoup4==4.7.1 2 | bs4==0.0.1 3 | certifi==2019.6.16 4 | chardet==3.0.4 5 | Click==7.0 6 | future==0.17.1 7 | idna==2.8 8 | lxml==4.6.3 9 | np-utils==0.5.10.0 10 | numpy==1.16.4 11 | pandas==0.25.0 12 | Pillow==8.3.2 13 | pip==21.1 14 | pyparsing==2.4.1.1 15 | python-dateutil==2.8.0 16 | pytz==2019.1 17 | requests==2.22.0 18 | selenium==3.141.0 19 | setuptools==41.0.1 20 | six==1.12.0 21 | soupsieve==1.9.2 22 | split-folders==0.2.3 23 | svgwrite==1.3.1 24 | Tree==0.2.4 25 | urllib3==1.26.5 26 | wheel==0.33.4 --------------------------------------------------------------------------------