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December 8, 2018 01:55
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Use the Ruby Capybara-based Kimurai web crawler to iterate through the YCDB.co data and populate an AirTable spreadsheet
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require 'airrecord' | |
require 'kimurai' | |
# Use the Capybara based Kimurai web crawler to iterate through the YCDB.co data and populate an AirTable spreadsheet | |
class YCDBSpider < Kimurai::Base | |
@name = "example_spider" | |
@engine = :mechanize | |
@start_urls = ["https://www.ycdb.co/batch/w00"] | |
@config = { | |
user_agent: "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/68.0.3440.84 Safari/537.36", | |
after_request: { delay: 4..7 } | |
} | |
def parse(response, url:, data: {}) | |
@YCTable = Airrecord.table("key000000000", "app000000000", "Table 1") | |
response.xpath("//tr/td/a").each do |a| | |
request_to :parse_repo_page, url: absolute_url(a[:href], base: url) | |
end | |
if next_page = response.at_xpath("//a[@class='page-link']") | |
request_to :parse, url: absolute_url(next_page[:href], base: url) | |
end | |
end | |
def parse_repo_page(response, url:, data: {}) | |
item = {} | |
item[:title] = response.xpath("//title").text.squish | |
item[:name] = response.css("h1").text.squish | |
response.css(".badge").each do |e| | |
v = e.text | |
item[:status] = "Dead" if v.match(/dead/i) | |
item[:status] = "Exited" if v.match(/exited/i) | |
item[:status] = "Live" if v.match(/live/i) | |
end | |
response.css("img").each do |e| | |
v = e.attribute('src').value | |
item[:landing] = v if v.match(/screenshots/) | |
item[:logo] = v if v.match(/logo/) | |
end | |
response.css('.btn-primary').each do |e| | |
v = e.attribute('href') | |
item[:www] = v.value if v | |
end | |
item[:category] = response.xpath("//p[contains(., 'Category:')]/a").text | |
item[:batch] = response.xpath("//p[contains(., 'Batch:')]/a").text | |
item[:funding] = response.xpath("//div[@class='d-flex']/h6[contains(., 'Funding')]").first.parent.css('.badge').text.squish if response.xpath("//div[@class='d-flex']/h6[contains(., 'Funding')]").count > 0 | |
item[:employees] = response.xpath("//div[@class='d-flex']/h6[contains(., 'Employees')]").first.parent.css('.badge').text.squish if response.xpath("//div[@class='d-flex']/h6[contains(., 'Employees')]").count > 0 | |
item[:alexa] = response.xpath("//div[@class='d-flex']/h6[contains(., 'Alexa')]").first.parent.css('.badge').text.squish if response.xpath("//div[@class='d-flex']/h6[contains(., 'Alexa')]").count > 0 | |
save_to "results.json", item, format: :pretty_json | |
yc = @YCTable.new("Name" => item[:name], "YCDBUrl" => item[:www]) | |
yc["LandingPage"] = item[:landing] if item[:landing] | |
yc["LandingImage"] = [{url: item[:landing] }] if item[:landing] | |
yc["logo"] = item[:logo] if item[:landing] | |
yc["www"] = item[:www] if item[:landing] | |
yc["category"] = item[:category] if item[:landing] | |
yc["batch"] = item[:batch] if item[:landing] | |
yc["funding"] = item[:funding] if item[:landing] | |
yc["logo"] = item[:employees] if item[:landing] | |
yc["alexa"] = item[:alexa] if item[:landing] | |
yc["status"] = item[:status] if item[:status] | |
yc.save | |
return item | |
end | |
end | |
# Crawl through the YC batch data, Spring / Winter cohorts | |
for i in 6..18 do | |
url = "https://www.ycdb.co/batch/s" + i.to_s.rjust(2, '0') | |
YCDBSpider.parse!(:parse, url: url) | |
url = "https://www.ycdb.co/batch/w" + i.to_s.rjust(2, '0') | |
YCDBSpider.parse!(:parse, url: url) | |
end | |
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Seems to work OK: https://airtable.com/shr8nBna0j9BwdSLJ