diff --git a/notebooks/Block 5/GoogleImageExtractor.py b/notebooks/Block 5/GoogleImageExtractor.py
new file mode 100644
index 0000000000000000000000000000000000000000..6df9966a27a914d2712c1a425809bdd2401d8fe4
--- /dev/null
+++ b/notebooks/Block 5/GoogleImageExtractor.py
@@ -0,0 +1,205 @@
+""" Google image Extractor based on Selenium.
+taken from:
+https://simply-python.com/2015/05/18/saving-images-from-google-search-using-selenium-and-python/
+See also:
+https://github.com/scirag/selenium-image-crawler
+"""
+import re, os, sys, datetime, time
+import pandas
+from selenium import webdriver
+from contextlib import closing
+from selenium.webdriver import Firefox
+from selenium.webdriver.support.ui import WebDriverWait
+from selenium.webdriver.common.by import By
+from selenium.webdriver.support import expected_conditions as EC
+
+from pattern.web import URL, extension, cache, plaintext, Newsfeed, DOM
+
+class GoogleImageExtractor(object):
+
+ def __init__(self, search_key = '' ):
+ """ Google image search class
+ Args:
+ search_key to be entered.
+
+ """
+ if type(search_key) == str:
+ ## convert to list even for one search keyword to standalize the pulling.
+ self.g_search_key_list = [search_key]
+ elif type(search_key) == list:
+ self.g_search_key_list = search_key
+ else:
+ print('google_search_keyword not of type str or list')
+ raise
+
+ self.g_search_key = ''
+
+ ## user options
+ self.image_dl_per_search = 200
+
+ ## url construct string text
+ self.prefix_of_search_url = "https://www.google.com.sg/search?q="
+ self.postfix_of_search_url = '&source=lnms&tbm=isch&sa=X&ei=0eZEVbj3IJG5uATalICQAQ&ved=0CAcQ_AUoAQ&biw=939&bih=591'# non changable text
+ self.target_url_str = ''
+
+ ## storage
+ self.pic_url_list = []
+ self.pic_info_list = []
+
+ ## file and folder path
+ self.folder_main_dir_prefix = r'C:\data\temp\gimage_pic'
+
+ def reformat_search_for_spaces(self):
+ """
+ Method call immediately at the initialization stages
+ get rid of the spaces and replace by the "+"
+ Use in search term. Eg: "Cookie fast" to "Cookie+fast"
+
+ steps:
+ strip any lagging spaces if present
+ replace the self.g_search_key
+ """
+ self.g_search_key = self.g_search_key.rstrip().replace(' ', '+')
+
+ def set_num_image_to_dl(self, num_image):
+ """ Set the number of image to download. Set to self.image_dl_per_search.
+ Args:
+ num_image (int): num of image to download.
+ """
+ self.image_dl_per_search = num_image
+
+ def get_searchlist_fr_file(self, filename):
+ """Get search list from filename. Ability to add in a lot of phrases.
+ Will replace the self.g_search_key_list
+ Args:
+ filename (str): full file path
+ """
+ with open(filename,'r') as f:
+ self.g_search_key_list = f.readlines()
+
+ def formed_search_url(self):
+ ''' Form the url either one selected key phrases or multiple search items.
+ Get the url from the self.g_search_key_list
+ Set to self.sp_search_url_list
+ '''
+ self.reformat_search_for_spaces()
+ self.target_url_str = self.prefix_of_search_url + self.g_search_key +\
+ self.postfix_of_search_url
+
+ def retrieve_source_fr_html(self):
+ """ Make use of selenium. Retrieve from html table using pandas table.
+
+ """
+ driver = webdriver.Firefox()
+ driver.get(self.target_url_str)
+
+ ## wait for log in then get the page source.
+ try:
+ driver.execute_script("window.scrollTo(0, 30000)")
+ time.sleep(2)
+ self.temp_page_source = driver.page_source
+ #driver.find_element_by_css_selector('ksb _kvc').click()#cant find the class
+ driver.find_element_by_id('smb').click() #ok
+ time.sleep(2)
+ driver.execute_script("window.scrollTo(0, 60000)")
+ time.sleep(2)
+ driver.execute_script("window.scrollTo(0, 60000)")
+
+ except:
+ print('not able to find')
+ driver.quit()
+
+ self.page_source = driver.page_source
+
+ driver.close()
+
+ def extract_pic_url(self):
+ """ extract all the raw pic url in list
+
+ """
+ dom = DOM(self.page_source)
+ tag_list = dom('a.rg_l')
+
+ for tag in tag_list[:self.image_dl_per_search]:
+ tar_str = re.search('imgurl=(.*)&imgrefurl', tag.attributes['href'])
+ try:
+ self.pic_url_list.append(tar_str.group(1))
+ except:
+ print('error parsing', tag)
+
+ def multi_search_download(self):
+ """ Mutli search download"""
+ for indiv_search in self.g_search_key_list:
+ self.pic_url_list = []
+ self.pic_info_list = []
+
+ self.g_search_key = indiv_search
+
+ self.formed_search_url()
+ self.retrieve_source_fr_html()
+ self.extract_pic_url()
+ self.downloading_all_photos() #some download might not be jpg?? use selnium to download??
+ self.save_infolist_to_file()
+
+ def downloading_all_photos(self):
+ """ download all photos to particular folder
+
+ """
+ self.create_folder()
+ pic_counter = 1
+ for url_link in self.pic_url_list:
+ print(pic_counter)
+ pic_prefix_str = self.g_search_key + str(pic_counter)
+ self.download_single_image(url_link.encode(), pic_prefix_str)
+ pic_counter = pic_counter +1
+
+ def download_single_image(self, url_link, pic_prefix_str):
+ """ Download data according to the url link given.
+ Args:
+ url_link (str): url str.
+ pic_prefix_str (str): pic_prefix_str for unique label the pic
+ """
+ self.download_fault = 0
+ file_ext = os.path.splitext(url_link)[1] #use for checking valid pic ext
+ temp_filename = pic_prefix_str + file_ext
+ temp_filename_full_path = os.path.join(self.gs_raw_dirpath, temp_filename )
+
+ valid_image_ext_list = ['.png','.jpg','.jpeg', '.gif', '.bmp', '.tiff'] #not comprehensive
+
+ url = URL(url_link)
+ if url.redirect:
+ return # if there is re-direct, return
+
+ if file_ext not in valid_image_ext_list:
+ return #return if not valid image extension
+
+ f = open(temp_filename_full_path, 'wb') # save as test.gif
+ print(url_link)
+ self.pic_info_list.append(pic_prefix_str + ': ' + url_link )
+ try:
+ f.write(url.download())#if have problem skip
+ except:
+ #if self.__print_download_fault:
+ print('Problem with processing this data: ', url_link)
+ self.download_fault =1
+ f.close()
+
+ def create_folder(self):
+ """
+ Create a folder to put the log data segregate by date
+
+ """
+ self.gs_raw_dirpath = os.path.join(self.folder_main_dir_prefix, time.strftime("_%d_%b%y", time.localtime()))
+ if not os.path.exists(self.gs_raw_dirpath):
+ os.makedirs(self.gs_raw_dirpath)
+
+ def save_infolist_to_file(self):
+ """ Save the info list to file.
+
+ """
+ temp_filename_full_path = os.path.join(self.gs_raw_dirpath, self.g_search_key + '_info.txt' )
+
+ with open(temp_filename_full_path, 'w') as f:
+ for n in self.pic_info_list:
+ f.write(n)
+ f.write('\n')
\ No newline at end of file
diff --git a/notebooks/Block 5/Selenium_test.ipynb b/notebooks/Block 5/Selenium_test.ipynb
new file mode 100644
index 0000000000000000000000000000000000000000..73bbe2364fa9d0ecf19ef650ff7be0bd70688c47
--- /dev/null
+++ b/notebooks/Block 5/Selenium_test.ipynb
@@ -0,0 +1,55 @@
+{
+ "cells": [
+ {
+ "cell_type": "code",
+ "execution_count": 4,
+ "metadata": {},
+ "outputs": [
+ {
+ "ename": "ModuleNotFoundError",
+ "evalue": "No module named 'selenium'",
+ "output_type": "error",
+ "traceback": [
+ "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
+ "\u001b[0;31mModuleNotFoundError\u001b[0m Traceback (most recent call last)",
+ "\u001b[0;32m<ipython-input-4-0cfc1ae18607>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0;32mfrom\u001b[0m \u001b[0mGoogleImageExtractor\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0mGoogleImageExtractor\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 2\u001b[0m \u001b[0;34m\"\"\"test the downloading of files\"\"\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 3\u001b[0m \u001b[0mqueries\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m\"brad pitt, johnny depp, leonardo dicaprio, robert de niro, angelina jolie, sandra bullock, catherine deneuve, marion cotillard\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 4\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 5\u001b[0m \u001b[0mw\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mGoogleImageExtractor\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mqueries\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;31m#leave blanks if get the search list from file\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
+ "\u001b[0;32m/work/hslu-deep-learning/notebooks/Block 5/GoogleImageExtractor.py\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[1;32m 7\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0mre\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mos\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0msys\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mdatetime\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mtime\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 8\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0mpandas\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 9\u001b[0;31m \u001b[0;32mfrom\u001b[0m \u001b[0mselenium\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0mwebdriver\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 10\u001b[0m \u001b[0;32mfrom\u001b[0m \u001b[0mcontextlib\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0mclosing\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 11\u001b[0m \u001b[0;32mfrom\u001b[0m \u001b[0mselenium\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mwebdriver\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0mFirefox\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
+ "\u001b[0;31mModuleNotFoundError\u001b[0m: No module named 'selenium'"
+ ]
+ }
+ ],
+ "source": [
+ "from GoogleImageExtractor import GoogleImageExtractor\n",
+ "\"\"\"test the downloading of files\"\"\"\n",
+ "queries = \"brad pitt, johnny depp, leonardo dicaprio, robert de niro, angelina jolie, sandra bullock, catherine deneuve, marion cotillard\"\n",
+ "\n",
+ "w = GoogleImageExtractor(queries)#leave blanks if get the search list from file\n",
+ "\n",
+ "w.set_num_image_to_dl(200)\n",
+ "w.get_searchlist_fr_file(searchlist_filename)#replace the searclist\n",
+ "w.multi_search_download()"
+ ]
+ }
+ ],
+ "metadata": {
+ "kernelspec": {
+ "display_name": "Python 3",
+ "language": "python",
+ "name": "python3"
+ },
+ "language_info": {
+ "codemirror_mode": {
+ "name": "ipython",
+ "version": 3
+ },
+ "file_extension": ".py",
+ "mimetype": "text/x-python",
+ "name": "python",
+ "nbconvert_exporter": "python",
+ "pygments_lexer": "ipython3",
+ "version": "3.7.6"
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 4
+}
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