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@@ -43,6 +43,22 @@ most countries.
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`access_log` uses marginal data by default.
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### Update the data
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1. Go to the `data/output` directory on [co2.js
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repository](https://github.com/thegreenwebfoundation/co2.js/tree/v0.16.2/data/output)
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for the latest version released (in this example 0.16.2)
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2. Download the `average-intensities.json` file.
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3. Run `src/average_intensities_by_country.cr` with this file as stdin.
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```
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crystal run src/average_intensities_by_country.cr < average-intensities.json >> src/swd/average_intensity.cr
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```
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4. Modify `src/swd/average_intensity.cr` to fix the data.
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## Create database
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```bash
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@@ -179,6 +195,18 @@ Then run the program with the required flags enabled:
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access_log --swd --device-country
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```
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## ASN database
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If you want to keep track of ASN for each visitor, for instance for
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grouping possible attacks or IA crawls, create a database based on
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<https://iptoasn.com/>:
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```bash
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./contrib/asn_database.sh
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```
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And start the server with the `--asn-database=` flag.
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## Crawler user agents
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Download the [crawler user agents
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Executable
+9
@@ -0,0 +1,9 @@
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#!/bin/sh
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set -e
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db="${1:-$PWD/asn.sqlite3}"
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sqlite3 "$db" "CREATE TABLE IF NOT EXISTS asn (range_start INTEGER, range_end INTEGER, id INTEGER, country STRING, description TEXT);"
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sqlite3 "$db" "DELETE from asn;"
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wget https://iptoasn.com/data/ip2asn-v4-u32.tsv.gz -O - | gunzip | sqlite3 -tabs "$db" ".import '|cat -' asn"
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echo "ASN database created/updated at $db"
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+3
-1
@@ -53,7 +53,9 @@ CREATE TABLE IF NOT EXISTS "access_logs" (
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"network_co2" float DEFAULT NULL,
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"consumer_device_co2" float DEFAULT NULL,
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"production_co2" float DEFAULT NULL,
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"total_co2" float DEFAULT NULL
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"total_co2" float DEFAULT NULL,
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"node" varchar DEFAULT NULL,
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"asn" integer DEFAULT NULL
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);
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CREATE INDEX IF NOT EXISTS "index_access_logs_on_host" ON "access_logs" ("host");
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@@ -1,5 +1,5 @@
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name: "access_log"
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version: "0.5.6"
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version: "0.6.0"
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authors:
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- "f <f@sutty.nl>"
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targets:
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+5
-5
@@ -111,31 +111,31 @@ describe SWD do
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describe "#consumer_device_co2" do
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it "should extract the consumer device co2 emissions" do
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swd.consumer_device_co2.should(eq 0.6343432152938272)
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swd.consumer_device_co2.should(eq 0.6854924454444445)
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end
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end
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describe "#production_co2" do
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it "should extract the production co2 emissions" do
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swd.production_co2.should(eq 0.2317792517419753)
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swd.production_co2.should(eq 0.2504683935277778)
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end
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end
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describe "#network_co2" do
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it "should extract the network co2 emissions" do
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swd.network_co2.should(eq 0.1707847118098766)
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swd.network_co2.should(eq 0.1845556583888889)
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end
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end
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describe "#datacenter_co2" do
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it "should extract the datacenter co2 emissions" do
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swd.datacenter_co2.should(eq 0.1829836197962963)
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swd.datacenter_co2.should(eq 0.19773820541666665)
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end
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end
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describe "#total_co2" do
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it "should extract the total co2 emissions" do
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swd.total_co2.should(eq 1.2198907986419754)
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swd.total_co2.should(eq 1.3182547027777778)
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end
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end
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end
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+36
-11
@@ -10,8 +10,9 @@ require "system"
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require "./models/access_log"
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require "./models/crawler"
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require "./swd"
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require "./asn"
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VERSION = "0.5.7"
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VERSION = "0.6.0"
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Log.setup_from_env
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@@ -19,13 +20,15 @@ Log.setup_from_env
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socket = "/tmp/access_log.socket"
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# The default database URI
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database = "sqlite3://./development.sqlite3"
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# ASN database
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asn_database = ""
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# Detect web crawlers
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crawler = false
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# Parse the crawlers repository
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crawlers = [] of Crawler
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# Fields in database
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# TODO: Obtain them from AccessLog
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fields = %w[id remote_user host msec server_protocol request_method request_completion uri request_uri query_string status sent_http_content_type sent_http_content_encoding sent_http_etag sent_http_last_modified http_accept http_accept_encoding http_accept_language http_pragma http_cache_control http_if_none_match http_dnt http_user_agent http_origin http_referer request_time bytes_sent body_bytes_sent request_length http_connection pipe connection_requests geoip2_data_country_name geoip2_data_city_name ssl_server_name ssl_protocol ssl_early_data ssl_session_reused ssl_curves ssl_ciphers ssl_cipher sent_http_x_xss_protection sent_http_x_frame_options sent_http_x_content_type_options sent_http_strict_transport_security nginx_version pid crawler datacenter_co2 network_co2 consumer_device_co2 production_co2 total_co2 node]
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fields = %w[id remote_user host msec server_protocol request_method request_completion uri request_uri query_string status sent_http_content_type sent_http_content_encoding sent_http_etag sent_http_last_modified http_accept http_accept_encoding http_accept_language http_pragma http_cache_control http_if_none_match http_dnt http_user_agent http_origin http_referer request_time bytes_sent body_bytes_sent request_length http_connection pipe connection_requests geoip2_data_country_name geoip2_data_city_name ssl_server_name ssl_protocol ssl_early_data ssl_session_reused ssl_curves ssl_ciphers ssl_cipher sent_http_x_xss_protection sent_http_x_frame_options sent_http_x_content_type_options sent_http_strict_transport_security nginx_version pid crawler datacenter_co2 network_co2 consumer_device_co2 production_co2 total_co2 node asn]
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# Params for the query
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params = [] of String
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# SWD
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@@ -56,6 +59,10 @@ OptionParser.parse do |p|
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database = d
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end
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p.on "-I DATABASE", "--asn-database=DATABASE", "ASN Database URI" do |d|
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asn_database = d
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end
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p.on "-c crawler-user-agents.json", "--crawlers crawler-user-agents.json", "Crawlers repository" do |c|
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crawler = true
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crawlers = Array(Crawler).from_json File.read(c)
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@@ -110,26 +117,41 @@ if crawler
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crawler_re = Regex.union(crawlers.map { |c| c.pattern })
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end
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def remove_socket!(socket)
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FileUtils.rm(socket) if File.exists? socket
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end
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remove_socket!(socket)
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asn = ASN.new(asn_database) unless asn_database.empty?
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server = Socket.unix(Socket::Type::DGRAM)
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server.bind Socket::UNIXAddress.new(socket)
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def close_server!(server, asn)
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server.try(&.close)
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asn.try(&.close)
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end
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Signal::INT.trap do
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server.close
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FileUtils.rm(socket) if File.exists? socket
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remove_socket!(socket)
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close_server!(server, asn)
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exit
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end
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Signal::KILL.trap do
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server.close
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FileUtils.rm(socket) if File.exists? socket
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remove_socket!(socket)
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close_server!(server, asn)
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exit
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end
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MAX_SIZE = 1024 * 64 # 64K
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# Open the database and wait for JSONL input.
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db = DB.open database do |db|
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DB.open database do |db|
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while true
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begin
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msg, _ = server.receive(1024 * 64) # 64K
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msg, _ = server.receive(MAX_SIZE)
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# TODO: is this the best method?
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_, json = msg.split("{", 2)
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json = "{#{json}"
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@@ -137,6 +159,8 @@ db = DB.open database do |db|
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access_log = AccessLog.from_json(json || "{}")
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d = device_country ? access_log.geoip2_data_country_iso_code : nil
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s = SWD.new(access_log.bytes_sent, renewable, datacenter, d, intensity) if swd
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i = access_log.remote_addr
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a = asn.try(&.query(i)) if i
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# Execute query, detect crawler if enabled.
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# TODO: Does Crystal support splats? It does but we need to cast
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@@ -195,14 +219,15 @@ db = DB.open database do |db|
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(swd ? s.try(&.consumer_device_co2) : nil),
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(swd ? s.try(&.production_co2) : nil),
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(swd ? s.try(&.total_co2) : nil),
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(node ? System.hostname : nil)
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(node ? System.hostname : nil),
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a.try(&.id)
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# Ignore parsing errors
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rescue e : JSON::ParseException
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Log.warn &.emit("Parse exception", error: e.message)
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rescue IO::Error
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server.close
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FileUtils.rm(socket) if File.exists? socket
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remove_socket!(socket)
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close_server!(server, asn)
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exit
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end
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end
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+41
@@ -0,0 +1,41 @@
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require "db"
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require "sqlite3"
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|
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class AsnResult
|
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include DB::Serializable
|
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|
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property id : Int64?
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property country : String?
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property description : String?
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end
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|
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class ASN
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QUERY = "select id, country, description from asn where ? between range_start and range_end limit 1;"
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|
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property db : DB::Database
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|
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def initialize(database : String)
|
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@db = DB.open(database)
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@cache = Hash(UInt32, AsnResult).new
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end
|
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|
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# Binary representation of an IPv4 address
|
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def to_binary(address : String) : UInt32
|
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(address.split(".").map(&.to_u32).reduce(0.to_u32) { |t, v| (t << 8) + v })
|
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end
|
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|
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# Lookups an address and returns the ASN for it
|
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def query(address : String)
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query(to_binary(address))
|
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end
|
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|
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def query(binary_address : UInt32) : AsnResult?
|
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@cache[binary_address] ||= @db.query_one(QUERY, binary_address.to_i64, &.read(AsnResult))
|
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rescue DB::NoResultsError
|
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nil
|
||||
end
|
||||
|
||||
def close
|
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@db.close
|
||||
end
|
||||
end
|
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@@ -23,7 +23,12 @@ JSON.parse(ARGF.gets_to_end).as_h.each do |country, data|
|
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|
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STDERR.puts "ok - #{country}"
|
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|
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average_intensities[countries[data["country_code"].as_s]] = data["emissions_intensity_gco2_per_kwh"].as_f
|
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average_intensities[countries[data["country_code"].as_s]] =
|
||||
begin
|
||||
data["emissions_intensity_gco2_per_kwh"].as_f
|
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rescue TypeCastError
|
||||
data["emissions_intensity_gco2_per_kwh"].as_i.to_f
|
||||
end
|
||||
end
|
||||
|
||||
puts average_intensities.to_json
|
||||
|
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@@ -58,4 +58,5 @@ class AccessLog
|
||||
property sent_http_strict_transport_security : String
|
||||
property nginx_version : String
|
||||
property pid : String
|
||||
property remote_addr : String?
|
||||
end
|
||||
|
||||
+1
-1
@@ -27,7 +27,7 @@ class SWD
|
||||
NETWORK_ENERGY = 0.14
|
||||
DATACENTER_ENERGY = 0.15
|
||||
PRODUCTION_ENERGY = 0.19
|
||||
GLOBAL_GRID_INTENSITY = 437.66
|
||||
GLOBAL_GRID_INTENSITY = 472.95
|
||||
RENEWABLES_GRID_INTENSITY = 50.0
|
||||
|
||||
@transfered_bytes_to_gb : Float32? | Float64? = nil
|
||||
|
||||
+205
-205
@@ -2,215 +2,215 @@ class SWD
|
||||
module IntensityData
|
||||
# @see {co2.js/data/output/average-intensities.json}
|
||||
AVERAGE_INTENSITY_BY_ISO_CODE = {
|
||||
"AE": 561.14,
|
||||
"AF": 120.48,
|
||||
"AG": 657.14,
|
||||
"AL": 23.44,
|
||||
"AM": 280.06,
|
||||
"AO": 212.42,
|
||||
"AR": 399.5,
|
||||
"AS": 687.5,
|
||||
"AT": 141.79,
|
||||
"AU": 570.35,
|
||||
"AW": 591.4,
|
||||
"AZ": 719.39,
|
||||
"BA": 670.09,
|
||||
"BB": 644.86,
|
||||
"BD": 719.78,
|
||||
"BE": 139.79,
|
||||
"BF": 611.43,
|
||||
"BG": 476.9,
|
||||
"BH": 956.55,
|
||||
"BI": 250.0,
|
||||
"BJ": 666.67,
|
||||
"BN": 961.54,
|
||||
"BO": 497.78,
|
||||
"BR": 114.48,
|
||||
"BS": 698.11,
|
||||
"BT": 24.44,
|
||||
"BW": 867.58,
|
||||
"BY": 465.34,
|
||||
"BZ": 484.38,
|
||||
"CA": 163.01,
|
||||
"CD": 25.36,
|
||||
"AE": 467.51,
|
||||
"AF": 123.71,
|
||||
"AG": 611.11,
|
||||
"AL": 24.42,
|
||||
"AM": 243.52,
|
||||
"AO": 167.22,
|
||||
"AR": 344.83,
|
||||
"AS": 647.06,
|
||||
"AT": 102.62,
|
||||
"AU": 553.76,
|
||||
"AW": 550.0,
|
||||
"AZ": 632.89,
|
||||
"BA": 638.05,
|
||||
"BB": 600.0,
|
||||
"BD": 694.63,
|
||||
"BE": 117.58,
|
||||
"BF": 554.91,
|
||||
"BG": 264.21,
|
||||
"BH": 902.41,
|
||||
"BI": 230.77,
|
||||
"BJ": 590.0,
|
||||
"BN": 892.67,
|
||||
"BO": 468.02,
|
||||
"BR": 106.06,
|
||||
"BS": 653.66,
|
||||
"BT": 24.19,
|
||||
"BW": 849.42,
|
||||
"BY": 323.63,
|
||||
"BZ": 155.56,
|
||||
"CA": 184.99,
|
||||
"CD": 27.04,
|
||||
"CF": 0.0,
|
||||
"CG": 723.88,
|
||||
"CH": 36.14,
|
||||
"CI": 453.55,
|
||||
"CK": 400.0,
|
||||
"CL": 353.52,
|
||||
"CM": 278.26,
|
||||
"CN": 585.82,
|
||||
"CO": 198.53,
|
||||
"CR": 37.21,
|
||||
"CU": 677.47,
|
||||
"CV": 600.0,
|
||||
"CY": 555.13,
|
||||
"CZ": 488.3,
|
||||
"DE": 420.06,
|
||||
"DJ": 666.67,
|
||||
"DK": 201.78,
|
||||
"DM": 529.41,
|
||||
"DO": 592.49,
|
||||
"DZ": 672.64,
|
||||
"EC": 192.39,
|
||||
"EE": 489.89,
|
||||
"EG": 612.16,
|
||||
"ER": 688.89,
|
||||
"ES": 217.77,
|
||||
"ET": 25.19,
|
||||
"FI": 130.42,
|
||||
"FJ": 289.47,
|
||||
"FK": 500.0,
|
||||
"FO": 428.57,
|
||||
"FR": 78.81,
|
||||
"GA": 397.38,
|
||||
"GB": 255.85,
|
||||
"GD": 714.29,
|
||||
"GE": 176.97,
|
||||
"GF": 254.72,
|
||||
"GH": 498.81,
|
||||
"GL": 133.33,
|
||||
"GM": 700.0,
|
||||
"GN": 208.63,
|
||||
"GP": 647.06,
|
||||
"GQ": 492.96,
|
||||
"GR": 378.18,
|
||||
"GT": 331.72,
|
||||
"GU": 670.33,
|
||||
"GW": 750.0,
|
||||
"GY": 642.28,
|
||||
"HK": 733.05,
|
||||
"HN": 378.97,
|
||||
"HR": 242.28,
|
||||
"HT": 606.06,
|
||||
"HU": 228.75,
|
||||
"ID": 675.93,
|
||||
"IE": 333.23,
|
||||
"IL": 641.17,
|
||||
"IN": 705.13,
|
||||
"IQ": 708.1,
|
||||
"IR": 665.15,
|
||||
"IS": 28.56,
|
||||
"IT": 378.45,
|
||||
"JM": 588.51,
|
||||
"JO": 572.74,
|
||||
"JP": 512.81,
|
||||
"KE": 101.13,
|
||||
"KG": 124.48,
|
||||
"KH": 436.13,
|
||||
"KI": 666.67,
|
||||
"KM": 714.29,
|
||||
"KN": 681.82,
|
||||
"KP": 124.57,
|
||||
"KR": 470.4,
|
||||
"KW": 691.31,
|
||||
"KY": 684.93,
|
||||
"KZ": 830.41,
|
||||
"LA": 284.21,
|
||||
"LB": 663.1,
|
||||
"LC": 685.71,
|
||||
"LK": 543.12,
|
||||
"LR": 304.35,
|
||||
"LS": 20.0,
|
||||
"LT": 177.18,
|
||||
"LU": 144.07,
|
||||
"LV": 136.27,
|
||||
"LY": 861.69,
|
||||
"MA": 705.67,
|
||||
"MD": 871.66,
|
||||
"ME": 483.38,
|
||||
"MG": 497.61,
|
||||
"MK": 639.86,
|
||||
"ML": 463.13,
|
||||
"MM": 575.77,
|
||||
"MN": 852.82,
|
||||
"MO": 627.12,
|
||||
"MQ": 698.63,
|
||||
"MR": 526.6,
|
||||
"CG": 713.73,
|
||||
"CH": 36.72,
|
||||
"CI": 393.53,
|
||||
"CK": 250.0,
|
||||
"CL": 265.52,
|
||||
"CM": 285.71,
|
||||
"CN": 557.5,
|
||||
"CO": 285.8,
|
||||
"CR": 63.01,
|
||||
"CU": 638.98,
|
||||
"CV": 480.0,
|
||||
"CY": 512.24,
|
||||
"CZ": 413.86,
|
||||
"DE": 342.06,
|
||||
"DJ": 450.0,
|
||||
"DK": 143.3,
|
||||
"DM": 600.0,
|
||||
"DO": 565.97,
|
||||
"DZ": 633.65,
|
||||
"EC": 209.7,
|
||||
"EE": 341.02,
|
||||
"EG": 574.5,
|
||||
"ER": 590.91,
|
||||
"ES": 146.15,
|
||||
"ET": 23.55,
|
||||
"FI": 72.25,
|
||||
"FJ": 278.26,
|
||||
"FK": 1000.0,
|
||||
"FO": 354.17,
|
||||
"FR": 44.18,
|
||||
"GA": 429.47,
|
||||
"GB": 215.79,
|
||||
"GD": 666.67,
|
||||
"GE": 143.06,
|
||||
"GF": 204.08,
|
||||
"GH": 452.86,
|
||||
"GL": 111.11,
|
||||
"GM": 666.67,
|
||||
"GN": 182.72,
|
||||
"GP": 493.9,
|
||||
"GQ": 605.1,
|
||||
"GR": 319.76,
|
||||
"GT": 272.66,
|
||||
"GU": 611.11,
|
||||
"GW": 625.0,
|
||||
"GY": 634.33,
|
||||
"HK": 681.99,
|
||||
"HN": 289.5,
|
||||
"HR": 174.48,
|
||||
"HT": 534.65,
|
||||
"HU": 182.82,
|
||||
"ID": 682.43,
|
||||
"IE": 279.79,
|
||||
"IL": 567.26,
|
||||
"IN": 708.96,
|
||||
"IQ": 689.4,
|
||||
"IR": 648.68,
|
||||
"IS": 28.33,
|
||||
"IT": 287.75,
|
||||
"JM": 561.25,
|
||||
"JO": 539.21,
|
||||
"JP": 483.73,
|
||||
"KE": 84.83,
|
||||
"KG": 152.65,
|
||||
"KH": 497.46,
|
||||
"KI": 500.0,
|
||||
"KM": 642.86,
|
||||
"KN": 636.36,
|
||||
"KP": 344.26,
|
||||
"KR": 415.65,
|
||||
"KW": 637.24,
|
||||
"KY": 642.86,
|
||||
"KZ": 801.79,
|
||||
"LA": 232.12,
|
||||
"LB": 369.47,
|
||||
"LC": 650.0,
|
||||
"LK": 509.78,
|
||||
"LR": 435.9,
|
||||
"LS": 20.83,
|
||||
"LT": 139.34,
|
||||
"LU": 134.62,
|
||||
"LV": 136.22,
|
||||
"LY": 830.53,
|
||||
"MA": 577.65,
|
||||
"MD": 629.56,
|
||||
"ME": 413.51,
|
||||
"MG": 477.27,
|
||||
"MK": 568.97,
|
||||
"ML": 394.5,
|
||||
"MM": 569.69,
|
||||
"MN": 784.01,
|
||||
"MO": 448.98,
|
||||
"MQ": 516.78,
|
||||
"MR": 481.71,
|
||||
"MS": 1000.0,
|
||||
"MT": 500.0,
|
||||
"MU": 631.94,
|
||||
"MV": 651.52,
|
||||
"MW": 133.8,
|
||||
"MX": 515.62,
|
||||
"MY": 605.83,
|
||||
"MZ": 150.25,
|
||||
"NA": 70.06,
|
||||
"NC": 610.12,
|
||||
"NE": 622.22,
|
||||
"NG": 513.24,
|
||||
"NI": 352.05,
|
||||
"NL": 324.99,
|
||||
"NO": 26.5,
|
||||
"NP": 24.51,
|
||||
"MT": 484.16,
|
||||
"MU": 633.03,
|
||||
"MV": 611.77,
|
||||
"MW": 54.65,
|
||||
"MX": 483.14,
|
||||
"MY": 604.43,
|
||||
"MZ": 127.81,
|
||||
"NA": 47.62,
|
||||
"NC": 585.76,
|
||||
"NE": 687.5,
|
||||
"NG": 507.85,
|
||||
"NI": 288.33,
|
||||
"NL": 252.7,
|
||||
"NO": 30.75,
|
||||
"NP": 23.36,
|
||||
"NR": 750.0,
|
||||
"NZ": 117.46,
|
||||
"OM": 598.27,
|
||||
"PA": 175.0,
|
||||
"PE": 312.59,
|
||||
"PF": 471.43,
|
||||
"PG": 526.75,
|
||||
"PH": 641.96,
|
||||
"PK": 435.89,
|
||||
"PL": 733.18,
|
||||
"PM": 800.0,
|
||||
"PR": 719.85,
|
||||
"PS": 511.63,
|
||||
"PT": 225.19,
|
||||
"PY": 25.49,
|
||||
"QA": 642.01,
|
||||
"RE": 519.03,
|
||||
"RO": 297.94,
|
||||
"RS": 695.69,
|
||||
"RU": 451.95,
|
||||
"RW": 294.12,
|
||||
"SA": 706.79,
|
||||
"SB": 727.27,
|
||||
"SC": 615.39,
|
||||
"SD": 288.13,
|
||||
"SE": 41.07,
|
||||
"SG": 505.22,
|
||||
"SI": 257.49,
|
||||
"SK": 142.59,
|
||||
"NZ": 120.11,
|
||||
"OM": 545.33,
|
||||
"PA": 258.74,
|
||||
"PE": 263.27,
|
||||
"PF": 436.62,
|
||||
"PG": 513.74,
|
||||
"PH": 613.38,
|
||||
"PK": 398.61,
|
||||
"PL": 614.98,
|
||||
"PM": 600.0,
|
||||
"PR": 664.53,
|
||||
"PS": 460.78,
|
||||
"PT": 112.29,
|
||||
"PY": 24.86,
|
||||
"QA": 602.83,
|
||||
"RE": 525.22,
|
||||
"RO": 245.55,
|
||||
"RS": 670.8,
|
||||
"RU": 446.17,
|
||||
"RW": 301.89,
|
||||
"SA": 691.95,
|
||||
"SB": 636.36,
|
||||
"SC": 571.43,
|
||||
"SD": 214.33,
|
||||
"SE": 35.82,
|
||||
"SG": 498.74,
|
||||
"SI": 227.65,
|
||||
"SK": 96.49,
|
||||
"SL": 47.62,
|
||||
"SN": 685.05,
|
||||
"SO": 634.15,
|
||||
"SR": 356.44,
|
||||
"SS": 684.21,
|
||||
"ST": 600.0,
|
||||
"SV": 211.29,
|
||||
"SY": 758.35,
|
||||
"SZ": 189.19,
|
||||
"TC": 703.7,
|
||||
"TD": 677.42,
|
||||
"TG": 492.06,
|
||||
"TH": 599.02,
|
||||
"TJ": 99.34,
|
||||
"TM": 1389.72,
|
||||
"TN": 592.21,
|
||||
"TO": 625.0,
|
||||
"TR": 453.01,
|
||||
"TT": 723.94,
|
||||
"TW": 678.87,
|
||||
"TZ": 374.08,
|
||||
"UA": 271.41,
|
||||
"UG": 52.27,
|
||||
"US": 410.37,
|
||||
"UY": 149.49,
|
||||
"UZ": 1176.69,
|
||||
"VC": 500.0,
|
||||
"VE": 298.5,
|
||||
"VG": 714.29,
|
||||
"VI": 685.71,
|
||||
"VN": 409.8,
|
||||
"VU": 571.43,
|
||||
"WS": 470.59,
|
||||
"XK": 945.01,
|
||||
"YE": 613.64,
|
||||
"ZA": 762.46,
|
||||
"ZM": 86.39,
|
||||
"ZW": 433.38
|
||||
"SN": 535.4,
|
||||
"SO": 523.81,
|
||||
"SR": 383.18,
|
||||
"SS": 610.17,
|
||||
"ST": 555.56,
|
||||
"SV": 99.29,
|
||||
"SY": 682.27,
|
||||
"SZ": 142.86,
|
||||
"TC": 653.85,
|
||||
"TD": 615.39,
|
||||
"TG": 478.26,
|
||||
"TH": 555.43,
|
||||
"TJ": 98.7,
|
||||
"TM": 1306.3,
|
||||
"TN": 560.25,
|
||||
"TO": 571.43,
|
||||
"TR": 469.7,
|
||||
"TT": 682.11,
|
||||
"TW": 635.15,
|
||||
"TZ": 371.59,
|
||||
"UA": 250.47,
|
||||
"UG": 57.39,
|
||||
"US": 383.55,
|
||||
"UY": 96.7,
|
||||
"UZ": 1121.18,
|
||||
"VC": 600.0,
|
||||
"VE": 180.25,
|
||||
"VG": 647.06,
|
||||
"VI": 641.79,
|
||||
"VN": 486.13,
|
||||
"VU": 500.0,
|
||||
"WS": 400.0,
|
||||
"XK": 958.72,
|
||||
"YE": 586.32,
|
||||
"ZA": 713.48,
|
||||
"ZM": 111.0,
|
||||
"ZW": 298.44
|
||||
}
|
||||
|
||||
# @see {co2.js/data/output/marginal-intensities-2021.json}
|
||||
|
||||
Reference in New Issue
Block a user