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website_agent.rb 11KB

    require 'nokogiri' require 'faraday' require 'faraday_middleware' require 'date' module Agents class WebsiteAgent < Agent include WebRequestConcern default_schedule "every_12h" UNIQUENESS_LOOK_BACK = 200 UNIQUENESS_FACTOR = 3 description <<-MD The WebsiteAgent scrapes a website, XML document, or JSON feed and creates Events based on the results. Specify a `url` and select a `mode` for when to create Events based on the scraped data, either `all` or `on_change`. `url` can be a single url, or an array of urls (for example, for multiple pages with the exact same structure but different content to scrape) The `type` value can be `xml`, `html`, or `json`. To tell the Agent how to parse the content, specify `extract` as a hash with keys naming the extractions and values of hashes. When parsing HTML or XML, these sub-hashes specify how each extraction should be done. The Agent first selects a node set from the document for each extraction key by evaluating either a CSS selector in `css` or an XPath expression in `xpath`. It then evaluates an XPath expression in `value` on each node in the node set, converting the result into string. Here's an example: "extract": { "url": { "css": "#comic img", "value": "@src" }, "title": { "css": "#comic img", "value": "@title" }, "body_text": { "css": "div.main", "value": ".//text()" } } "@_attr_" is the XPath expression to extract the value of an attribute named _attr_ from a node, and ".//text()" is to extract all the enclosed texts. You can also use [XPath functions](http://www.w3.org/TR/xpath/#section-String-Functions) like `normalize-space` to strip and squeeze whitespace, `substring-after` to extract part of a text, and `translate` to remove comma from a formatted number, etc. Note that these functions take a string, not a node set, so what you may think would be written as `normalize-text(.//text())` should actually be `normalize-text(.)`. When parsing JSON, these sub-hashes specify [JSONPaths](http://goessner.net/articles/JsonPath/) to the values that you care about. For example: "extract": { "title": { "path": "results.data[*].title" }, "description": { "path": "results.data[*].description" } } Note that for all of the formats, whatever you extract MUST have the same number of matches for each extractor. E.g., if you're extracting rows, all extractors must match all rows. For generating CSS selectors, something like [SelectorGadget](http://selectorgadget.com) may be helpful. Can be configured to use HTTP basic auth by including the `basic_auth` parameter with `"username:password"`, or `["username", "password"]`. Set `expected_update_period_in_days` to the maximum amount of time that you'd expect to pass between Events being created by this Agent. This is only used to set the "working" status. Set `uniqueness_look_back` to limit the number of events checked for uniqueness (typically for performance). This defaults to the larger of #{UNIQUENESS_LOOK_BACK} or #{UNIQUENESS_FACTOR}x the number of detected received results. Set `force_encoding` to an encoding name if the website does not return a Content-Type header with a proper charset. Set `user_agent` to a custom User-Agent name if the website does not like the default value ("Faraday v#{Faraday::VERSION}"). The `headers` field is optional. When present, it should be a hash of headers to send with the request. The WebsiteAgent can also scrape based on incoming events. It will scrape the url contained in the `url` key of the incoming event payload. MD event_description do "Events will have the fields you specified. Your options look like:\n\n #{Utils.pretty_print interpolated['extract']}" end def working? event_created_within?(interpolated['expected_update_period_in_days']) && !recent_error_logs? end def default_options { 'expected_update_period_in_days' => "2", 'url' => "http://xkcd.com", 'type' => "html", 'mode' => "on_change", 'extract' => { 'url' => { 'css' => "#comic img", 'value' => "@src" }, 'title' => { 'css' => "#comic img", 'value' => "@alt" }, 'hovertext' => { 'css' => "#comic img", 'value' => "@title" } } } end def validate_options # Check for required fields errors.add(:base, "url and expected_update_period_in_days are required") unless options['expected_update_period_in_days'].present? && options['url'].present? if !options['extract'].present? && extraction_type != "json" errors.add(:base, "extract is required for all types except json") end # Check for optional fields if options['mode'].present? errors.add(:base, "mode must be set to on_change or all") unless %w[on_change all].include?(options['mode']) end if options['expected_update_period_in_days'].present? errors.add(:base, "Invalid expected_update_period_in_days format") unless is_positive_integer?(options['expected_update_period_in_days']) end if options['uniqueness_look_back'].present? errors.add(:base, "Invalid uniqueness_look_back format") unless is_positive_integer?(options['uniqueness_look_back']) end if (encoding = options['force_encoding']).present? case encoding when String begin Encoding.find(encoding) rescue ArgumentError errors.add(:base, "Unknown encoding: #{encoding.inspect}") end else errors.add(:base, "force_encoding must be a string") end end validate_web_request_options! end def check check_url interpolated['url'] end def check_url(in_url) return unless in_url.present? Array(in_url).each do |url| log "Fetching #{url}" response = faraday.get(url) if response.success? body = response.body if (encoding = interpolated['force_encoding']).present? body = body.encode(Encoding::UTF_8, encoding) end doc = parse(body) if extract_full_json? if store_payload!(previous_payloads(1), doc) log "Storing new result for '#{name}': #{doc.inspect}" create_event :payload => doc end else output = {} interpolated['extract'].each do |name, extraction_details| if extraction_type == "json" result = Utils.values_at(doc, extraction_details['path']) log "Extracting #{extraction_type} at #{extraction_details['path']}: #{result}" else case when css = extraction_details['css'] nodes = doc.css(css) when xpath = extraction_details['xpath'] doc.remove_namespaces! # ignore xmlns, useful when parsing atom feeds nodes = doc.xpath(xpath) else error '"css" or "xpath" is required for HTML or XML extraction' return end case nodes when Nokogiri::XML::NodeSet result = nodes.map { |node| case value = node.xpath(extraction_details['value']) when Float # Node#xpath() returns any numeric value as float; # convert it to integer as appropriate. value = value.to_i if value.to_i == value end value.to_s } else error "The result of HTML/XML extraction was not a NodeSet" return end log "Extracting #{extraction_type} at #{xpath || css}: #{result}" end output[name] = result end num_unique_lengths = interpolated['extract'].keys.map { |name| output[name].length }.uniq if num_unique_lengths.length != 1 error "Got an uneven number of matches for #{interpolated['name']}: #{interpolated['extract'].inspect}" return end old_events = previous_payloads num_unique_lengths.first num_unique_lengths.first.times do |index| result = {} interpolated['extract'].keys.each do |name| result[name] = output[name][index] if name.to_s == 'url' result[name] = (response.env[:url] + result[name]).to_s end end if store_payload!(old_events, result) log "Storing new parsed result for '#{name}': #{result.inspect}" create_event :payload => result end end end else error "Failed: #{response.inspect}" end end end def receive(incoming_events) incoming_events.each do |event| url_to_scrape = event.payload['url'] check_url(url_to_scrape) if url_to_scrape =~ /^https?:\/\//i end end private # This method returns true if the result should be stored as a new event. # If mode is set to 'on_change', this method may return false and update an existing # event to expire further in the future. def store_payload!(old_events, result) if !interpolated['mode'].present? return true elsif interpolated['mode'].to_s == "all" return true elsif interpolated['mode'].to_s == "on_change" result_json = result.to_json old_events.each do |old_event| if old_event.payload.to_json == result_json old_event.expires_at = new_event_expiration_date old_event.save! return false end end return true end raise "Illegal options[mode]: " + interpolated['mode'].to_s end def previous_payloads(num_events) if interpolated['uniqueness_look_back'].present? look_back = interpolated['uniqueness_look_back'].to_i else # Larger of UNIQUENESS_FACTOR * num_events and UNIQUENESS_LOOK_BACK look_back = UNIQUENESS_FACTOR * num_events if look_back < UNIQUENESS_LOOK_BACK look_back = UNIQUENESS_LOOK_BACK end end events.order("id desc").limit(look_back) if interpolated['mode'].present? && interpolated['mode'].to_s == "on_change" end def extract_full_json? !interpolated['extract'].present? && extraction_type == "json" end def extraction_type (interpolated['type'] || begin if interpolated['url'] =~ /\.(rss|xml)$/i "xml" elsif interpolated['url'] =~ /\.json$/i "json" else "html" end end).to_s end def parse(data) case extraction_type when "xml" Nokogiri::XML(data) when "json" JSON.parse(data) when "html" Nokogiri::HTML(data) else raise "Unknown extraction type #{extraction_type}" end end def is_positive_integer?(value) begin Integer(value) >= 0 rescue false end end end end