class Video module HTTPParamConverter def self.from_rs(rs) HTTP::Params.parse(rs.read(String)) end end module XMLConverter def self.from_rs(rs) XML.parse_html(rs.read(String)) end end def initialize(id, info, html, updated, title, views, likes, dislikes, wilson_score, published) @id = id @info = info @html = html @updated = updated @title = title @views = views @likes = likes @dislikes = dislikes @wilson_score = wilson_score @published = published end def to_a return [@id, @info, @html, @updated, @title, @views, @likes, @dislikes, @wilson_score, @published] end DB.mapping({ id: String, info: { type: HTTP::Params, default: HTTP::Params.parse(""), converter: Video::HTTPParamConverter, }, html: { type: XML::Node, default: XML.parse_html(""), converter: Video::XMLConverter, }, updated: Time, title: String, views: Int64, likes: Int32, dislikes: Int32, wilson_score: Float64, published: Time, }) end # See http://www.evanmiller.org/how-not-to-sort-by-average-rating.html def ci_lower_bound(pos, n) if n == 0 return 0.0 end # z value here represents a confidence level of 0.95 z = 1.96 phat = 1.0*pos/n return (phat + z*z/(2*n) - z * Math.sqrt((phat*(1 - phat) + z*z/(4*n))/n))/(1 + z*z/n) end def elapsed_text(elapsed) millis = elapsed.total_milliseconds return "#{millis.round(2)}ms" if millis >= 1 "#{(millis * 1000).round(2)}µs" end def get_client(pool) while pool.empty? sleep rand(0..10).milliseconds end return pool.shift end def fetch_video(id, client) begin info = client.get("/get_video_info?video_id=#{id}&el=detailpage&ps=default&eurl=&gl=US&hl=en").body html = client.get("/watch?v=#{id}").body end html = XML.parse_html(html) info = HTTP::Params.parse(info) if info["reason"]? info = client.get("/get_video_info?video_id=#{id}&ps=default&eurl=&gl=US&hl=en").body info = HTTP::Params.parse(info) if info["reason"]? raise info["reason"] end end title = info["title"] views = info["view_count"].to_i64 likes = html.xpath_node(%q(//button[@title="I like this"]/span)) likes = likes ? likes.content.delete(",").to_i : 0 dislikes = html.xpath_node(%q(//button[@title="I dislike this"]/span)) dislikes = dislikes ? dislikes.content.delete(",").to_i : 0 wilson_score = ci_lower_bound(likes, likes + dislikes) published = html.xpath_node(%q(//strong[contains(@class,"watch-time-text")])) if published published = published.content else raise "Could not find date published" end published = published.lchop("Published ") published = published.lchop("Streamed live ") published = published.lchop("Started streaming ") published = published.lchop("on ") published = published.lchop("Scheduled for ") if !published.includes?("ago") published = Time.parse(published, "%b %-d, %Y") else # Time matches format "20 hours ago", "40 minutes ago"... delta = published.split(" ")[0].to_i case published when .includes? "minute" published = Time.now - delta.minutes when .includes? "hour" published = Time.now - delta.hours else raise "Could not parse #{published}" end end video = Video.new(id, info, html, Time.now, title, views, likes, dislikes, wilson_score, published) return video end def get_video(id, client, db, refresh = true) if db.query_one?("SELECT EXISTS (SELECT true FROM videos WHERE id = $1)", id, as: Bool) video = db.query_one("SELECT * FROM videos WHERE id = $1", id, as: Video) # If record was last updated over an hour ago, refresh (expire param in response lasts for 6 hours) if refresh && Time.now - video.updated > 1.hours video = fetch_video(id, client) db.exec("UPDATE videos SET info = $2, html = $3, updated = $4,\ title = $5, views = $6, likes = $7, dislikes = $8, wilson_score = $9, published = $10 WHERE id = $1", video.to_a) end else video = fetch_video(id, client) db.exec("INSERT INTO videos VALUES ($1, $2, $3, $4, $5, $6, $7, $8, $9, $10)", video.to_a) end return video end def search(query, client) begin html = client.get("https://www.youtube.com/results?q=#{query}&sp=EgIQAVAU").body end html = XML.parse_html(html) html.xpath_nodes(%q(//ol[@class="item-section"]/li)).each do |item| root = item.xpath_node(%q(div[contains(@class,"yt-lockup-video")]/div)) if root link = root.xpath_node(%q(div[contains(@class,"yt-lockup-thumbnail")]/a/@href)) if link yield link.content.split("=")[1] end end end end def swap(a, b) c = a[0] a[0] = a[b % a.size] a[b % a.size] = c return a end def decrypt_signature(a, base) a = a.split("") case base when "vflG9lb96" a = swap(a, 26) a.reverse! a = swap(a, 8) a = swap(a, 61) when "vflxuxnEY" a.delete_at(0..2) a.reverse! c = a[0] a[0] = a[49 % a.size] a[49] = c when "vflAXQwEj" a = swap(a, 26) a.reverse! a = swap(a, 8) a = swap(a, 61) when "vflNpPGQq" a = swap(a, 26) a.reverse! a = swap(a, 8) a = swap(a, 61) when "vflCCoUi2" a = swap(a, 26) a.reverse! a = swap(a, 8) a = swap(a, 61) when "vflg4IfMn" a = swap(a, 6) a = swap(a, 64) a = swap(a, 25) a = swap(a, 53) a.delete_at(0..1) a.reverse! a.delete_at(0..2) else raise "Could not decrypt signature for player #{base}" end return a.join("") end def rank_videos(db, n) top = [] of {Float64, String} db.query("SELECT id, wilson_score, published FROM videos WHERE views > 5000 ORDER BY published DESC LIMIT 10000") do |rs| rs.each do id = rs.read(String) wilson_score = rs.read(Float64) published = rs.read(Time) # Exponential decay, older videos tend to rank lower temperature = wilson_score * Math.exp(-0.000005*((Time.now - published).total_minutes)) top << {temperature, id} end end top.sort! # Make hottest come first top.reverse! top = top.map { |a, b| b } # Return top return top[1..n] end def make_client(url, context) client = HTTP::Client.new(URL, CONTEXT) client.read_timeout = 10.seconds client.connect_timeout = 10.seconds return client end