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import scrapy | ||
from scrapy.crawler import CrawlerProcess | ||
from random import randrange | ||
import html2text | ||
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h = html2text.HTML2Text() | ||
h.ignore_links = True | ||
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targetURLs = [ | ||
"https://www.allrecipes.com/sitemaps/recipe/1/sitemap.xml", | ||
"https://www.allrecipes.com/sitemaps/recipe/2/sitemap.xml", | ||
"https://www.allrecipes.com/sitemaps/recipe/3/sitemap.xml", | ||
"https://www.allrecipes.com/sitemaps/recipe/4/sitemap.xml", | ||
"https://www.allrecipes.com/sitemaps/recipe/5/sitemap.xml", | ||
"https://www.allrecipes.com/sitemaps/recipe/6/sitemap.xml", | ||
"https://www.allrecipes.com/sitemaps/recipe/7/sitemap.xml", | ||
"https://www.allrecipes.com/sitemaps/recipe/8/sitemap.xml", | ||
] | ||
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class Playbook(scrapy.Spider): | ||
name = "PostcodesSpider" | ||
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custom_settings = { | ||
'FEED_FORMAT': 'csv', | ||
'FEED_URI': 'Data_New.csv', | ||
# 'CONCURRENT_REQUESTS': '1', | ||
'USER_AGENT': 'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/88.0.4324.190 Safari/537.36', | ||
'ROBOTSTXT_OBEY': False, | ||
'FEED_EXPORT_ENCODING': 'utf-8-sig' | ||
} | ||
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def start_requests(self): | ||
for url in targetURLs: | ||
yield scrapy.Request(url=url, | ||
callback=self.parse, dont_filter=True, | ||
headers={ | ||
'USER-AGENT': "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, " | ||
"like Gecko) Chrome/81.0.4044.138 Safari/537.36", | ||
}, | ||
) | ||
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def parse(self, response): | ||
data = response.text | ||
data = data.split("<loc>") | ||
data = data[1:] | ||
data = [d.split("</loc>")[0].strip() for d in data] | ||
recipesURLs = data | ||
# recipesURLs = response.css("loc::text").extract() | ||
# print(recipesURLs) | ||
for recipe in recipesURLs: | ||
yield scrapy.Request(url=recipe, | ||
callback=self.parse2, dont_filter=True, | ||
headers={ | ||
'USER-AGENT': "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, " | ||
"like Gecko) Chrome/81.0.4044.138 Safari/537.36", | ||
}, | ||
) | ||
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def parse2(self, response): | ||
name = response.css("h1::text").extract_first() | ||
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metaInfo = response.css("div.recipe-meta-item").extract() | ||
metaInfoExtracted = [] | ||
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categories = response.css("span.breadcrumbs__title::text").extract() | ||
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MainCategory = categories[2] | ||
try: | ||
SubCategory = categories[3] | ||
except: | ||
SubCategory = "" | ||
try: | ||
SubCategory_2 = categories[4] | ||
except: | ||
SubCategory_2 = "" | ||
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prep = "" | ||
cookingTime = "" | ||
total = "" | ||
serving = "" | ||
yield_ = "" | ||
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for item in metaInfo: | ||
itemData = h.handle(item) | ||
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key = itemData.split(":")[0].replace("*", "").strip() | ||
value = itemData.split(":")[-1].replace("*", "").strip() | ||
# print([key, value]) | ||
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if "prep" in key.lower(): | ||
prep = value | ||
elif "cook" in key.lower(): | ||
cookingTime = value | ||
elif "total" in key.lower(): | ||
total = value | ||
elif "serving" in key.lower(): | ||
serving = value | ||
elif "yield" in key.lower(): | ||
yield_ = value | ||
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ingredients = response.css("span.ingredients-item-name::text").extract() | ||
ingredients = [x.strip() for x in ingredients] | ||
ingredients = [x.replace("\n", ", ") for x in ingredients] | ||
ingredients = [x for x in ingredients if x != ""] | ||
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try: | ||
ingredient_1 = ingredients[0] | ||
except: | ||
ingredient_1 = "" | ||
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try: | ||
ingredient_2 = ingredients[1] | ||
except: | ||
ingredient_2 = "" | ||
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try: | ||
ingredient_3 = ingredients[2] | ||
except: | ||
ingredient_3 = "" | ||
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try: | ||
ingredient_4 = ingredients[3] | ||
except: | ||
ingredient_4 = "" | ||
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try: | ||
ingredient_5 = ingredients[4] | ||
except: | ||
ingredient_5 = "" | ||
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try: | ||
ingredient_6 = ingredients[5] | ||
except: | ||
ingredient_6 = "" | ||
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try: | ||
ingredient_7 = ingredients[6] | ||
except: | ||
ingredient_7 = "" | ||
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try: | ||
ingredient_8 = ingredients[7] | ||
except: | ||
ingredient_8 = "" | ||
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try: | ||
ingredient_9 = ingredients[8] | ||
except: | ||
ingredient_9 = "" | ||
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try: | ||
ingredient_10 = ingredients[9] | ||
except: | ||
ingredient_10 = "" | ||
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try: | ||
ingredient_11 = ingredients[10] | ||
except: | ||
ingredient_11 = "" | ||
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try: | ||
ingredient_12 = ingredients[11] | ||
except: | ||
ingredient_12 = "" | ||
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try: | ||
ingredient_13 = ingredients[12] | ||
except: | ||
ingredient_13 = "" | ||
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try: | ||
ingredient_14 = ingredients[13] | ||
except: | ||
ingredient_14 = "" | ||
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try: | ||
ingredient_15 = ingredients[14] | ||
except: | ||
ingredient_15 = "" | ||
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try: | ||
ingredient_16 = ingredients[15] | ||
except: | ||
ingredient_16 = "" | ||
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try: | ||
ingredient_17 = ingredients[16] | ||
except: | ||
ingredient_17 = "" | ||
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try: | ||
ingredient_18 = ingredients[17] | ||
except: | ||
ingredient_18 = "" | ||
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try: | ||
ingredient_19 = ingredients[18] | ||
except: | ||
ingredient_19 = "" | ||
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try: | ||
ingredient_20 = ingredients[19] | ||
except: | ||
ingredient_20 = "" | ||
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try: | ||
ingredient_21 = ingredients[20] | ||
except: | ||
ingredient_21 = "" | ||
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try: | ||
ingredient_22 = ingredients[21] | ||
except: | ||
ingredient_22 = "" | ||
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try: | ||
ingredient_23 = ingredients[22] | ||
except: | ||
ingredient_23 = "" | ||
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try: | ||
ingredient_24 = ingredients[23] | ||
except: | ||
ingredient_24 = "" | ||
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try: | ||
ingredient_25 = ingredients[24] | ||
except: | ||
ingredient_25 = "" | ||
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try: | ||
ingredient_26 = ingredients[25] | ||
except: | ||
ingredient_26 = "" | ||
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try: | ||
ingredient_27 = ingredients[26] | ||
except: | ||
ingredient_27 = "" | ||
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try: | ||
ingredient_28 = ingredients[27] | ||
except: | ||
ingredient_28 = "" | ||
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try: | ||
ingredient_29 = ingredients[28] | ||
except: | ||
ingredient_29 = "" | ||
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try: | ||
ingredient_30 = ingredients[29] | ||
except: | ||
ingredient_30 = "" | ||
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yield { | ||
'Category': MainCategory, 'Subcategory_1': SubCategory, 'Subcategory_2': SubCategory_2, 'Name': name, 'Prep': prep, 'Cooking Time': cookingTime, 'Total': total, 'Serving': serving, 'Yield': yield_, 'URL': response.url, | ||
'Ingredient_1': ingredient_1, 'Ingredient_2': ingredient_2, 'Ingredient_3': ingredient_3, 'Ingredient_4': ingredient_4, 'Ingredient_5': ingredient_5, 'Ingredient_6': ingredient_6, 'Ingredient_7': ingredient_7, 'Ingredient_8': ingredient_8, 'Ingredient_9': ingredient_9, | ||
'Ingredient_10': ingredient_10, 'Ingredient_11': ingredient_11, 'Ingredient_12': ingredient_12, 'Ingredient_13': ingredient_13, 'Ingredient_14': ingredient_14, 'Ingredient_15': ingredient_15, 'Ingredient_16': ingredient_16, 'Ingredient_17': ingredient_17, | ||
'Ingredient_18': ingredient_18, 'Ingredient_19': ingredient_19, 'Ingredient_20': ingredient_20, 'Ingredient_21': ingredient_21, 'Ingredient_22': ingredient_22, 'Ingredient_23': ingredient_23, 'Ingredient_24': ingredient_24, 'Ingredient_25': ingredient_25, | ||
'Ingredient_26': ingredient_26, 'Ingredient_27': ingredient_27, 'Ingredient_28': ingredient_28, 'Ingredient_29': ingredient_29, 'Ingredient_30': ingredient_30 | ||
} | ||
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process = CrawlerProcess() | ||
process.crawl(Playbook) | ||
process.start() |