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January 28, 2016 06:19
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Identify conflicting field mappings in ElasticSearch 1.x > 2.0 upgrade
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#!/usr/bin/env ruby | |
require 'json' | |
if ARGV.size < 1 | |
puts "usage: #{__FILE__} <FILE1> [FILE2 ...]" | |
puts " eg: ./es_index_conflict_mapping applogs-2016.01.10.json applogs-2016.01.13.json applogs-2016.01.08.json applogs-2016.01.11.json applogs-2016.01.27.json" | |
abort | |
end | |
class PropertyMapping < Struct.new(:path, :property, :type) | |
end | |
def parse_node(node, path = [], property_mappings = []) | |
node.each do |key, value| | |
if value.is_a?(Hash) | |
properties = value['properties'] | |
if properties | |
properties.each do |property, definition| | |
type = definition['type'] | |
if type | |
property_mappings << PropertyMapping.new(path + [key], property, type) | |
elsif definition.has_key?('properties') | |
property_mappings << PropertyMapping.new(path + [key], property, 'object') | |
end | |
end | |
end | |
parse_node(value, path + [key], property_mappings) | |
end | |
end | |
property_mappings | |
end | |
document = {} | |
paths = ARGV.map { |path| File.expand_path(path.strip) } | |
paths.each do |path| | |
begin | |
document.merge!(JSON.parse(File.read(path))) | |
rescue JSON::ParserError | |
puts "malformed JSON in file." | |
abort | |
end | |
end | |
property_mappings = [] | |
document.values.each do |index| | |
property_mappings += parse_node(index['mappings']) | |
end | |
conflicts = {} | |
property_mappings.each do |property_mapping| | |
conflicts[property_mapping.property] ||= {} | |
conflicts[property_mapping.property][property_mapping.type] ||= [] | |
conflicts[property_mapping.property][property_mapping.type] << property_mapping.path.join('.') | |
conflicts[property_mapping.property][property_mapping.type].uniq! | |
end | |
conflicts.each do |property, types| | |
if types.size > 1 | |
puts property | |
types.each do |type, paths| | |
puts " #{type}" | |
puts " #{paths.join(', ')}" | |
end | |
puts "---" | |
end | |
end |
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