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- require 'nokogiri'
- 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`, `json`, or `text`.
- 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" }
- }
- When parsing text, each sub-hash should contain a `regexp` and `index`. Output text is matched against the regular expression repeatedly from the beginning through to the end, collecting a captured group specified by `index` in each match. Each index should be either an integer or a string name which corresponds to `(?<_name_>...)`. For example, to parse lines of `_word_: _definition_`, the following should work:
- "extract": {
- "word": { "regexp": "^(.+?): (.+)$", index: 1 },
- "definition": { "regexp": "^(.+?): (.+)$", index: 2 }
- }
- Or if you prefer names to numbers for index:
- "extract": {
- "word": { "regexp": "^(?<word>.+?): (?<definition>.+)$", index: 'word' },
- "definition": { "regexp": "^(?<word>.+?): (?<definition>.+)$", index: 'definition' }
- }
- To extract the whole content as one event:
- "extract": {
- "content": { "regexp": "\A(?m:.)*\z", index: 0 }
- }
- Beware that `.` does not match the newline character (LF) unless the `m` flag is in effect, and `^`/`$` basically match every line beginning/end. See [this document](http://ruby-doc.org/core-#{RUBY_VERSION}/doc/regexp_rdoc.html) to learn the regular expression variant used in this service.
- 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 (`#{default_user_agent}`).
- 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.
- In Liquid templating, the following variable is available:
- * `_response_`: A response object with the following keys:
- * `status`: HTTP status as integer. (Almost always 200)
- * `headers`: Reponse headers; for example, `{{ _response_.headers.Content-Type }}` expands to the value of the Content-Type header. Keys are insentitive to cases and -/_.
- MD
- event_description do
- "Events will have the following fields:\n\n %s" % [
- Utils.pretty_print(Hash[options['extract'].keys.map { |key|
- [key, "..."]
- }])
- ]
- 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)
- raise "Failed: #{response.inspect}" unless response.success?
- interpolation_context.stack {
- interpolation_context['_response_'] = ResponseDrop.new(response)
- 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
- next
- end
- output =
- case extraction_type
- when 'json'
- extract_json(doc)
- when 'text'
- extract_text(doc)
- else
- extract_xml(doc)
- end
- num_unique_lengths = interpolated['extract'].keys.map { |name| output[name].length }.uniq
- if num_unique_lengths.length != 1
- raise "Got an uneven number of matches for #{interpolated['name']}: #{interpolated['extract'].inspect}"
- 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
- rescue => e
- error "Error when fetching url: #{e.message}\n#{e.backtrace.join("\n")}"
- end
- def receive(incoming_events)
- incoming_events.each do |event|
- interpolate_with(event) do
- url_to_scrape = event.payload['url']
- check_url(url_to_scrape) if url_to_scrape =~ /^https?:\/\//i
- end
- 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)
- case interpolated['mode'].presence
- when '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
- true
- when 'all', ''
- true
- else
- raise "Illegal options[mode]: #{interpolated['mode']}"
- end
- 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'] == "on_change"
- end
- def extract_full_json?
- !interpolated['extract'].present? && extraction_type == "json"
- end
- def extraction_type
- (interpolated['type'] || begin
- case interpolated['url']
- when /\.(rss|xml)$/i
- "xml"
- when /\.json$/i
- "json"
- when /\.(txt|text)$/i
- "text"
- else
- "html"
- end
- end).to_s
- end
- def extract_each(doc, &block)
- interpolated['extract'].each_with_object({}) { |(name, extraction_details), output|
- output[name] = block.call(extraction_details)
- }
- end
- def extract_json(doc)
- extract_each(doc) { |extraction_details|
- result = Utils.values_at(doc, extraction_details['path'])
- log "Extracting #{extraction_type} at #{extraction_details['path']}: #{result}"
- result
- }
- end
- def extract_text(doc)
- extract_each(doc) { |extraction_details|
- regexp = Regexp.new(extraction_details['regexp'])
- result = []
- doc.scan(regexp) {
- result << Regexp.last_match[extraction_details['index']]
- }
- log "Extracting #{extraction_type} at #{regexp}: #{result}"
- result
- }
- end
- def extract_xml(doc)
- extract_each(doc) { |extraction_details|
- 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
- raise '"css" or "xpath" is required for HTML or XML extraction'
- 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
- raise "The result of HTML/XML extraction was not a NodeSet"
- end
- log "Extracting #{extraction_type} at #{xpath || css}: #{result}"
- result
- }
- end
- def parse(data)
- case extraction_type
- when "xml"
- Nokogiri::XML(data)
- when "json"
- JSON.parse(data)
- when "html"
- Nokogiri::HTML(data)
- when "text"
- data
- else
- raise "Unknown extraction type #{extraction_type}"
- end
- end
- def is_positive_integer?(value)
- Integer(value) >= 0
- rescue
- false
- end
- # Wraps Faraday::Response
- class ResponseDrop < LiquidDroppable::Drop
- def headers
- HeaderDrop.new(@object.headers)
- end
- # Integer value of HTTP status
- def status
- @object.status
- end
- end
- # Wraps Faraday::Utilsa::Headers
- class HeaderDrop < LiquidDroppable::Drop
- def before_method(name)
- @object[name.tr('_', '-')]
- end
- end
- end
- end
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