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Last active May 17, 2024 16:42
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Metric Scraping Scripts

This gist contains various scripts for scraping metrics. Mostly useful for processing the contents of Puppet Enterprise support bundles:

  • sar2influx.rb: A Ruby script that uses sadf to turn SAR archives into InfluxDB line format. For best results, run from a Linux VM using a recent operating system. Such as Ubuntu 22.04.
  • pdb2influx.sh: A bash script that uses awk and mlr to extract command processing times from puppetdb.log files.
  • top-api-calls.sh: Extracts the 10 most popular API calls from *-access.log along with their median and max duration grouped into 30 minute periods (Puppet $runinterval). Uses awk and mlr.
#!/bin/bash
# NOTE: Remember to set the "server" environment variable to the
# hostname of the node that produced the logs so that the "server="
# field is populated in the output.
read_cmd='cat'
for file in "${@}"; do
printf 'Processing: %s\n' "${file}" >&2
case "$(basename "${file}")" in
*.gz)
read_cmd='gunzip -c'
;;
*)
read_cmd='cat'
;;
esac
$read_cmd "${file}" \
| awk 'BEGIN { print "date,duration,cmd,host" }
/command processed for/ {
match($0, /([[:digit:]]+) ms\] '\''([^'\'']+)'\'' .*processed for (.*)/, data);
print $1","data[1]","data[2]","data[3];
}' \
| mlr --icsv put -S '$date = strftime(gmt2sec($date),"%s");$cmd=gsub($cmd," ", "_")' \
then stats1 -f duration -a count,sum -g date,cmd,host \
then put -q 'print "puppetdb.command-processing,server=".ENV["server"].",type=".$cmd.",client=".$host." count=".$duration_count.",duration=".$duration_sum." ".$date'
done
#!/usr/bin/env ruby
require 'net/https'
require 'open3'
require 'optparse'
require 'rubygems/requirement'
require 'tempfile'
require 'uri'
module PBug
# Tools for importing SAR archives into InfluxDB
module ImportSARMetrics
VERSION = '0.1.0'.freeze
REQUIRED_RUBY_VERSION = Gem::Requirement.new('>= 2.1')
# Write data to the standard output
class StandardOutput
def write(data)
$stdout.write(data)
rescue Errno::EPIPE
# Stdout is closed. This is normal when the output of this script is
# piped to something else that exits early, like `head`.
end
def close
end
end
# Write data to InfluxDB using HTTPS
class InfluxDBOutput
# TODO: Support HTTPS.
def initialize(host_url, access_token)
@url = URI.parse(host_url) unless host_url.is_a?(URI)
@connection = nil
@token = File.read(access_token)
open
end
def open
return if @connection
$stderr.puts('INFO: Connecting to InfluxDB server at %{hostname}:%{port}' %
{hostname: @url.hostname,
port: @url.port})
http = Net::HTTP.new(@url.hostname, @url.port)
http.keep_alive_timeout = 20
http.start
@connection = http
end
def write(data)
request = Net::HTTP::Post.new(@url)
request['Connection'] = 'keep-alive'
request['Authorization'] = "Token #{@token}"
response = @connection.request(request, data)
$stderr.puts('%{code}: %{message}' % {code: response.code, message: response.message})
# TODO: Raise an error if the request fails.
end
def close
if @connection
$stderr.puts('INFO: Closing connection to InfluxDB server at %{hostname}:%{port}' %
{hostname: @url.hostname,
port: @url.port})
@connection.finish
end
ensure
@connection = nil
end
end
class CLI
ARG_SPECS = [['--pattern PATTERN',
'Glob pattern of files to load.',
'Must be provided if no files are passed.'],
['--db-host HOSTNAME|IP_ADDRESS',
'Hostname to submit converted data to.',
'Leave blank to print converted data to stdout.'],
['--db-name NAME',
'Database name to submit converted data to.',
'Required if --db-host is used.'],
['--db-token PATH',
'InfluxDB access token used to authorize writes.',
'Required if --db-host is used.',
'Default: ~/.influxdb_token']]
def initialize(argv = [])
@data_files = []
@action = :parse_data
@options = {db_token: File.join(Dir.home, '.influxdb_token')}
@output = StandardOutput.new
store_option = lambda do |hash, key, val|
hash[key] = val
end
@optparser = OptionParser.new do |parser|
parser.banner = "Usage: sar2influxdb.rb [options] [sa01|sa01] [...]"
parser.on_tail('-h', '--help', 'Show help') do
@action = :show_help
end
parser.on_tail('--debug', 'Enable backtraces from errors.') do
@options[:debug] = true
end
parser.on_tail('--version', 'Show version') do
@action = :show_version
end
end
ARG_SPECS.each do |spec|
# TODO: Yell if ARG_SPECS entry contains no --long-flag.
long_flag = spec.find {|e| e.start_with?('--')}.split(' ').first
option_name = long_flag.sub(/\A-+(?:\[no-\])?/, '').gsub('-', '_').to_sym
@optparser.on(store_option.curry[@options][option_name], *spec)
end
# Now that sub-parsers have been defined for each option, use them
# to parse PT_ environment variables that are set if this script is
# invoked as a task.
@optparser.top.list.each do |option|
option_name = option.switch_name.gsub('-', '_')
task_var = "PT_#{option_name}"
next unless ENV.has_key?(task_var)
@options[option_name.to_sym] = option.parse(ENV[task_var], []).last
end
args = argv.dup
@optparser.parse!(args)
# parse! consumes all --flags and their arguments leaving
# file names behind.
@data_files += args
end
# Parse files and print results to STDERR
#
# @return [Integer] An integer representing process exit code that can be
# set by the caller.
def run
case @action
when :show_help
$stdout.puts(@optparser.help)
return 0
when :show_version
$stdout.puts(VERSION)
return 0
end
if not REQUIRED_RUBY_VERSION.satisfied_by?(Gem::Version.new(RUBY_VERSION))
$stderr.puts("import_metrics.rb requires Ruby #{REQUIRED_RUBY_VERSION}")
return 1
end
@data_files += Dir.glob(@options[:pattern]) if @options[:pattern]
if @data_files.empty?
$stderr.puts('ERROR: No data files to parse.')
$stderr.puts(@optparser.help)
return 1
end
find_sar_commands!
if @options.key?(:db_host) && [email protected]?(:db_name)
raise ArgumentError, "--db-name must be used with --db-host."
end
if @options.key?(:db_host) && !File.readable?(@options[:db_token])
raise ArgumentError, "Use --db-token to specify a file with an InfluxDB access token."
end
if @options.key?(:db_host)
# TODO: Support HTTPS
@output = InfluxDBOutput.new("http://#{@options[:db_host]}:8086/api/v2/write?bucket=#{@options[:db_name]}&org=puppetlabs&precision=s",
@options[:db_token])
end
@data_files.each do |filename|
$stderr.puts("INFO: Processing #{filename}")
data = parse_sar_archive(filename)
# Split into 10,000 line chunks to prevent InfluxDB from
# rejecting large payloads.
data.each_slice(10_000) do |chunk|
@output.write(format_sar_data(chunk).join("\n") + "\n")
end
end
return 0
rescue => e
message = if @options[:debug]
["ERROR #{e.class}: #{e.message}",
e.backtrace].join("\n\t")
else
"ERROR #{e.class}: #{e.message}"
end
$stderr.puts(message)
return 1
ensure
@output.close
end
# Find SAR commands
#
# This method locates the `sadf` executable, which is
# used to extract and format data stored in SAR archives.
# This tool is commonly provided by the `sysstat` package
# and version 11.1.1 or newer is required.
#
# @return void
# @raise [RuntimeError] If sadf is not found or is not an
# acceptable version.
def find_sar_commands!
stdout, stderr, have_sadf = Open3.capture3('/bin/sh', '-c', 'command -v sadf')
if have_sadf.success?
@sadf = stdout.chomp!
else
raise RuntimeError, [stdout,
stderr,
"\nsar2influxdb requires sadf from the Linux sysstat package to be on the $PATH."].join("\n")
end
stdout, stderr, got_sadf_version = Open3.capture3(@sadf, '-V')
unless got_sadf_version.success? && (sadf_version = stdout.match(/sysstat version (\d+\.\d+\.\d+)/))
raise RuntimeError, "Could not determine sysstat version. '%{cmd} -V' returned:\n%{stdout}\n%{stderr}" %
{cmd: @sadf,
stdout: stdout,
stderr: stderr}
end
sadf_version = sadf_version.captures.first
unless Gem::Requirement.new('>= 11.1.1').satisfied_by?(Gem::Version.new(sadf_version))
raise RuntimeError, "sar2influxdb requires sysstat 11.1.1 or newer. '%{cmd} -V' reported the following version: %{version}" %
{cmd: @sadf,
version: sadf_version}
end
$stderr.puts('INFO: using %{cmd} version: %{version}' % {cmd: @sadf, version: sadf_version})
end
# Parse SAR data
#
# This function executes `sadf` to extract all data from a SAR archive
# produced by `sa1`. Patterned after the Telegraf sysstat plugin, but able
# to process historical archives instead of internally running `sadc` and
# parsing its output.
#
# @note You may have to run this script in an environment that has the
# same version of sysstat as the environment that produced the archive.
# Docker containers are a great way to do this.
#
# @todo Handle gzipped archives.
#
# @see https://github.com/influxdata/telegraf/tree/master/plugins/inputs/sysstat
#
# @param filename [String] The path to a sa1 archive.
#
# @return [Enumerator<Hash>] An enumerator that produces a hash of data
# for each entry in the archive.
def parse_sar_archive(filename)
tempfile = Tempfile.create('sar2timeseriesdb')
tempfile.close
# Convert SAR data produced by older versions of sysstat.
err_r, err_w = IO.pipe
pid = Process.spawn({'LC_ALL' => 'C', 'LANG' => 'C'},
@sadf, '-c', filename,
{out: [tempfile.path, 'w'], err: err_w, in: '/dev/null'})
stderr_reader = Thread.new do
stderr = err_r.read
err_r.close
stderr
end
# FIXME: Check exit status and print stderr if something fails.
Process.waitpid2(pid)
err_w.close
sadf_input = case stderr_reader.value
when /File format already up-to-date/
# sadf -c produces no output, original file is usable.
filename
else
tempfile.path
end
stdin, stdout, wait_thr = Open3.popen2(@sadf, '-Up', sadf_input, '--', '-A')
# We have nothing to say to `sadf`.
stdin.close
iterator = stdout.each_line
Enumerator.new do |yielder|
iterator.each do |line|
begin
hostname, interval, timestamp, name, field, value = line.split(/\s+/)
next if field.nil? # one-off events, like restarts
# Sanitize characters that InfluxDB considers special.
field.gsub!('%%', 'pct_')
field.gsub!('%', 'pct_')
field.gsub!('/', '_per_')
yielder.yield({hostname: hostname,
interval: interval,
timestamp: timestamp,
name: name,
field: field,
value: value})
rescue => e
$stderr.puts("ERROR: parsing %{file} failed: %{line}" %
{file: filename,
line: line})
raise e
end
end
# `sadf` has returned all of its data. Close the pipe out.
stdout.close
File.unlink(tempfile)
end
end
# Convert SAR data to InfluxDB line protocol
def format_sar_data(data)
data.map do |entry|
entry[:tags] = case entry[:name]
when '-'
'server=%{hostname}' % entry
else
'server=%{hostname},name=%{name}' % entry
end
'sar,%{tags} %{field}=%{value} %{timestamp}' % entry
end
end
end
end
end
# Entrypoint for when this file is executed directly.
if File.expand_path(__FILE__) == File.expand_path($PROGRAM_NAME)
exit_code = PBug::ImportSARMetrics::CLI.new(ARGV).run
exit exit_code
end
#!/bin/bash
read_cmd='cat'
for file in "${@}"; do
printf 'Processing: %s\n' "${file}" >&2
case "$(basename "${file}")" in
*.gz)
read_cmd='gunzip -c'
;;
*)
read_cmd='cat'
;;
esac
$read_cmd "${file}" \
| awk 'BEGIN { print "date,path,duration" }
{
match($7, /(\/[^\/?]+){3}/, path)
print $4 $5 "," path[0] "," $(NF-2);
}' \
| mlr --icsv --opprint \
put '$date = strptime_local($date, "[%d/%b/%Y:%H:%M:%S%z]");
$date = strftime_local(roundm($date, 1800), "%Y-%m-%dT%H:%M:%S");' \
then stats1 -f duration -g date,path -a count,p50,p99 \
then top -f duration_count -g date -n 10 -a
done
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