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Visualizing the unofficial autobahn API into the Elastic Stack
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# autobahn-api-to-es | |
# | |
# Indexes autobahn API metadata into Elasticsearch to use it with Kibana Maps | |
# | |
# Original API description https://gist.github.com/LilithWittmann/06bd153317b635e7b622651f5cfd95ea | |
# | |
# | |
# MIT License | |
# | |
# Copyright (c) [2021] | |
# | |
# Permission is hereby granted, free of charge, to any person obtaining a copy | |
# of this software and associated documentation files (the "Software"), to deal | |
# in the Software without restriction, including without limitation the rights | |
# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell | |
# copies of the Software, and to permit persons to whom the Software is | |
# furnished to do so, subject to the following conditions: | |
# | |
# The above copyright notice and this permission notice shall be included in all | |
# copies or substantial portions of the Software. | |
# | |
# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR | |
# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, | |
# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE | |
# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER | |
# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, | |
# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE | |
# SOFTWARE. | |
# | |
# autobahn-api-to-es | |
# | |
# Prerequisite: You need to install crystal locally. | |
# See https://crystal-lang.org/install/ | |
# | |
# Run this via | |
# | |
# crystal authobahn-api-to-es -- -d ./data | |
# | |
# Possible arguments | |
# -d --directory: Allows to specify a data directory to store the JSON in. The | |
# basic idea of this is to not query the endpoints too often. Of course you | |
# need to requery for current closures or warnings if you want to stay | |
# up-to-date. I used this for 1x indexing and thus added this mechanism. If you | |
# don't need it, just specify a new directory with every run | |
# -e --elasticsearch: Specifies the Elasticsearch endpoint to index into. | |
# Must be an URI like https://user:pass@example.org that can also contain | |
# HTTP Basic Auth information. By default this assumes a local Elasticsearch | |
# installation running at http://localhost:9200 | |
# | |
# This is a fast written tool without too much error handling. So feel free to | |
# add this yourself. | |
# | |
# | |
########################### | |
# Import Kibana Dashboard # | |
########################### | |
# | |
# The 'dashboard.json' file contains a ready made dashboard with a map, where each | |
# to the types can be visualized | |
# | |
# Import via (when run via localhost!): | |
# | |
# curl -v -X POST -d @../dashboard.json 'localhost:5601/api/kibana/dashboards/import' --header "kbn-xsrf: true" --header "Content-Type: application/json" | |
# | |
# Happy visualizing | |
# | |
require "http/client" | |
require "json" | |
require "option_parser" | |
directory = "./data" | |
elasticsearch_endpoint = URI.parse "http://localhost:9200" | |
OptionParser.parse do |parser| | |
parser.banner = "Usage: autobahn-api-to-es [arguments]" | |
parser.on("-d", "--directory", "Directory to dump the JSON into, default [#{directory}]") { |d| directory = d } | |
parser.on("-e", "--elasticsearch", "Elasticsearch endpoint, must be an URI, may contain a user:password like https://user:pass@example.org, default [#{elasticsearch_endpoint}]") { |e| elasticsearch_endpoint = URI.parse e } | |
parser.on("-h", "--help", "Show this help") do | |
puts parser | |
exit | |
end | |
parser.invalid_option do |flag| | |
STDERR.puts "ERROR: #{flag} is not a valid option." | |
STDERR.puts parser | |
exit(1) | |
end | |
end | |
directory = directory.chomp "/" | |
# create data directory | |
Dir.mkdir_p directory | |
client = HTTP::Client.new URI.parse "https://verkehr.autobahn.de/" | |
es_client = HTTP::Client.new elasticsearch_endpoint | |
es_headers = HTTP::Headers{"Content-Type" => "application/x-ndjson"} | |
def read_from_file_or_retrieve(endpoint : String, directory : String, client : HTTP::Client) | |
endpoint_as_file = endpoint.gsub "/", "_" | |
path = "#{directory}/#{endpoint_as_file}.json" | |
if !File.exists?(path) | |
response = client.get endpoint | |
File.write path, response.body | |
JSON.parse response.body | |
else | |
JSON.parse File.read path | |
end | |
end | |
def process_json_documents (key : String, type : String, bulk : String::Builder, json : JSON::Any) | |
json[key].as_a.each do |obj| | |
# set a type to filter out in queries | |
obj.as_h["type"] = JSON::Any.new type | |
bulk << %Q({ "index" : { "_id": "#{obj["identifier"].as_s}" }}\n) | |
# move 'long' longitude to 'lon' to create elasticsearch geo_point properly | |
obj["coordinate"].as_h["lon"] = obj["coordinate"]["long"] | |
obj["coordinate"].as_h.delete "long" | |
bulk << obj.to_json | |
bulk << "\n" | |
end | |
end | |
# recreate elasticsearch indices | |
mappings = %Q({"mappings":{"properties":{"coordinate":{"type":"geo_point"}}}}) | |
es_client.delete "autobahn", headers: es_headers | |
es_client.put "autobahn", body: mappings, headers: es_headers | |
# retrieve data from highways that can be queried | |
roads = read_from_file_or_retrieve "/o/autobahn", directory, client | |
roads["roads"].as_a.each_with_index do |road, idx| | |
# remove the slash like in A1/A59 | |
name = road.as_s.gsub "/", "" | |
STDOUT.print "Retrieving data #{name}... " | |
charging_stations = read_from_file_or_retrieve "/o/autobahn/#{name}/services/electric_charging_station", directory, client | |
roadworks = read_from_file_or_retrieve "/o/autobahn/#{name}/services/roadworks", directory, client | |
closures = read_from_file_or_retrieve "/o/autobahn/#{name}/services/closure", directory, client | |
webcams = read_from_file_or_retrieve "/o/autobahn/#{name}/services/webcam", directory, client | |
warnings = read_from_file_or_retrieve "/o/autobahn/#{name}/services/warning", directory, client | |
parkings = read_from_file_or_retrieve "/o/autobahn/#{name}/services/parking_lorry", directory, client | |
es_body = String.build do |bulk| | |
process_json_documents "electric_charging_station", "electric_charging_station", bulk, charging_stations | |
process_json_documents "roadworks", "roadwork", bulk, roadworks | |
process_json_documents "closure", "closure", bulk, closures | |
process_json_documents "webcam", "webcam", bulk, webcams | |
process_json_documents "warning", "warning", bulk, warnings | |
process_json_documents "parking_lorry", "parking_lorry", bulk, parkings | |
end | |
# only sent if any data has been added! | |
STDOUT.print "indexing... " | |
if !es_body.empty? | |
response = es_client.post "/autobahn/_bulk", body: es_body, headers: es_headers | |
STDOUT.print "✅\n" | |
else | |
STDOUT.print "❌ no data...\n" | |
end | |
# useful for debugging, if you only need the first highway and then want to exit | |
#break if idx == 0 | |
end | |
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{ | |
"version": "7.13.4", | |
"objects": [ | |
{ | |
"id": "f691b650-eaca-11eb-83ee-37a2214361e1", | |
"type": "dashboard", | |
"namespaces": [ | |
"default" | |
], | |
"updated_at": "2021-07-22T08:58:34.781Z", | |
"version": "WzM5OSwyXQ==", | |
"attributes": { | |
"title": "Autobahn", | |
"hits": 0, | |
"description": "", | |
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"version": 1, | |
"timeRestore": false, | |
"kibanaSavedObjectMeta": { | |
"searchSourceJSON": "{\"query\":{\"query\":\"\",\"language\":\"kuery\"},\"filter\":[]}" | |
} | |
}, | |
"references": [ | |
{ | |
"name": "89e501af-a1d0-4f36-aeb2-6e03fd015cf2:layer_1_source_index_pattern", | |
"type": "index-pattern", | |
"id": "aa0ad440-eac7-11eb-83ee-37a2214361e1" | |
}, | |
{ | |
"name": "89e501af-a1d0-4f36-aeb2-6e03fd015cf2:layer_2_source_index_pattern", | |
"type": "index-pattern", | |
"id": "aa0ad440-eac7-11eb-83ee-37a2214361e1" | |
}, | |
{ | |
"name": "89e501af-a1d0-4f36-aeb2-6e03fd015cf2:layer_3_source_index_pattern", | |
"type": "index-pattern", | |
"id": "aa0ad440-eac7-11eb-83ee-37a2214361e1" | |
}, | |
{ | |
"name": "89e501af-a1d0-4f36-aeb2-6e03fd015cf2:layer_4_source_index_pattern", | |
"type": "index-pattern", | |
"id": "aa0ad440-eac7-11eb-83ee-37a2214361e1" | |
}, | |
{ | |
"name": "89e501af-a1d0-4f36-aeb2-6e03fd015cf2:layer_5_source_index_pattern", | |
"type": "index-pattern", | |
"id": "aa0ad440-eac7-11eb-83ee-37a2214361e1" | |
}, | |
{ | |
"name": "89e501af-a1d0-4f36-aeb2-6e03fd015cf2:layer_6_source_index_pattern", | |
"type": "index-pattern", | |
"id": "aa0ad440-eac7-11eb-83ee-37a2214361e1" | |
} | |
], | |
"migrationVersion": { | |
"dashboard": "7.13.1" | |
}, | |
"coreMigrationVersion": "7.13.4" | |
}, | |
{ | |
"id": "aa0ad440-eac7-11eb-83ee-37a2214361e1", | |
"type": "index-pattern", | |
"namespaces": [ | |
"default" | |
], | |
"updated_at": "2021-07-22T08:34:43.716Z", | |
"version": "WzMxNCwyXQ==", | |
"attributes": { | |
"fieldAttrs": "{}", | |
"title": "autobahn", | |
"fields": "[]", | |
"runtimeFieldMap": "{}" | |
}, | |
"references": [], | |
"migrationVersion": { | |
"index-pattern": "7.11.0" | |
}, | |
"coreMigrationVersion": "7.13.4" | |
} | |
] | |
} |
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