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@ -6,8 +6,19 @@ require_relative 'cli_helper' |
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module Mastodon |
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class SearchCLI < Thor |
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option :processes, default: 2, aliases: [:p] |
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desc 'deploy', 'Create or update an ElasticSearch index and populate it' |
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include CLIHelper |
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# Indices are sorted by amount of data to be expected in each, so that |
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# smaller indices can go online sooner |
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INDICES = [ |
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AccountsIndex, |
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TagsIndex, |
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StatusesIndex, |
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].freeze |
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option :concurrency, type: :numeric, default: 2, aliases: [:c], desc: 'Workload will be split between this number of threads' |
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option :only, type: :array, enum: %w(accounts tags statuses), desc: 'Only process these indices' |
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desc 'deploy', 'Create or upgrade ElasticSearch indices and populate them' |
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long_desc <<~LONG_DESC |
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If ElasticSearch is empty, this command will create the necessary indices |
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and then import data from the database into those indices. |
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@ -15,27 +26,126 @@ module Mastodon |
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This command will also upgrade indices if the underlying schema has been |
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changed since the last run. |
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With the --processes option, parallelize execution of the command. The |
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default is 2. If "auto" is specified, the number is automatically |
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derived from available CPUs. |
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Even if creating or upgrading indices is not necessary, data from the |
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database will be imported into the indices. |
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LONG_DESC |
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def deploy |
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processed = Chewy::RakeHelper.upgrade(parallel: processes) |
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Chewy::RakeHelper.sync(except: processed, parallel: processes) |
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end |
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if options[:concurrency] < 1 |
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say('Cannot run with this concurrency setting, must be at least 1', :red) |
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exit(1) |
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end |
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indices = begin |
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if options[:only] |
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options[:only].map { |str| "#{str.camelize}Index".constantize } |
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else |
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INDICES |
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end |
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end |
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progress = ProgressBar.create(total: nil, format: '%t%c/%u |%b%i| %e (%r docs/s)', autofinish: false) |
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# First, ensure all indices are created and have the correct |
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# structure, so that live data can already be written |
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indices.select { |index| index.specification.changed? }.each do |index| |
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progress.title = "Upgrading #{index} " |
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index.purge |
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index.specification.lock! |
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end |
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ActiveRecord::Base.configurations[Rails.env]['pool'] = options[:concurrency] + 1 |
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pool = Concurrent::FixedThreadPool.new(options[:concurrency]) |
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added = Concurrent::AtomicFixnum.new(0) |
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removed = Concurrent::AtomicFixnum.new(0) |
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progress.title = 'Estimating workload ' |
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# Estimate the amount of data that has to be imported first |
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indices.each do |index| |
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index.types.each do |type| |
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progress.total = (progress.total || 0) + type.adapter.default_scope.count |
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end |
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end |
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# Now import all the actual data. Mind that unlike chewy:sync, we don't |
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# fetch and compare all record IDs from the database and the index to |
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# find out which to add and which to remove from the index. Because with |
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# potentially millions of rows, the memory footprint of such a calculation |
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# is uneconomical. So we only ever add. |
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indices.each do |index| |
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progress.title = "Importing #{index} " |
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batch_size = 1_000 |
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slice_size = (batch_size / options[:concurrency]).ceil |
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index.types.each do |type| |
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type.adapter.default_scope.reorder(nil).find_in_batches(batch_size: batch_size) do |batch| |
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futures = [] |
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batch.each_slice(slice_size) do |records| |
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futures << Concurrent::Future.execute(executor: pool) do |
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begin |
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if !progress.total.nil? && progress.progress + records.size > progress.total |
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# The number of items has changed between start and now, |
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# since there is no good way to predict the final count from |
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# here, just change the progress bar to an indeterminate one |
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progress.total = nil |
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end |
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grouped_records = nil |
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bulk_body = nil |
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index_count = 0 |
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delete_count = 0 |
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ActiveRecord::Base.connection_pool.with_connection do |
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grouped_records = type.adapter.send(:grouped_objects, records) |
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bulk_body = Chewy::Type::Import::BulkBuilder.new(type, grouped_records).bulk_body |
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end |
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private |
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index_count = grouped_records[:index].size if grouped_records.key?(:index) |
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delete_count = grouped_records[:delete].size if grouped_records.key?(:delete) |
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def processes |
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return true if options[:processes] == 'auto' |
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# The following is an optimization for statuses specifically, since |
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# we want to de-index statuses that cannot be searched by anybody, |
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# but can't use Chewy's delete_if logic because it doesn't use |
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# crutches and our searchable_by logic depends on them |
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if type == StatusesIndex::Status |
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bulk_body.map! do |entry| |
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if entry[:index] && entry.dig(:index, :data, 'searchable_by').blank? |
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index_count -= 1 |
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delete_count += 1 |
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num = options[:processes].to_i |
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{ delete: entry[:index].except(:data) } |
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else |
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entry |
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end |
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end |
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end |
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if num < 2 |
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nil |
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else |
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num |
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Chewy::Type::Import::BulkRequest.new(type).perform(bulk_body) |
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progress.progress += records.size |
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added.increment(index_count) |
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removed.increment(delete_count) |
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sleep 1 |
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rescue => e |
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progress.log pastel.red("Error importing #{index}: #{e}") |
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end |
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end |
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end |
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futures.map(&:value) |
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end |
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end |
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end |
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progress.title = '' |
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progress.stop |
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say("Indexed #{added.value} records, de-indexed #{removed.value}", :green, true) |
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end |
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end |
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end |