lib/Search/Elasticsearch/Client/7_0/Scroll.pm (79 lines of code) (raw):

# Licensed to Elasticsearch B.V. under one or more contributor # license agreements. See the NOTICE file distributed with # this work for additional information regarding copyright # ownership. Elasticsearch B.V. licenses this file to you under # the Apache License, Version 2.0 (the "License"); you may # not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, # software distributed under the License is distributed on an # "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY # KIND, either express or implied. See the License for the # specific language governing permissions and limitations # under the License. package Search::Elasticsearch::Client::7_0::Scroll; use Moo; use Search::Elasticsearch::Util qw(parse_params throw); use namespace::clean; has '_buffer' => ( is => 'ro' ); with 'Search::Elasticsearch::Role::Is_Sync', 'Search::Elasticsearch::Client::7_0::Role::Scroll'; #=================================== sub BUILDARGS { #=================================== my ( $class, $params ) = parse_params(@_); my $es = delete $params->{es}; my $scroll = $params->{scroll} ||= '1m'; my $results = $es->search($params); my $total = $results->{hits}{total}; if (ref $total) { $total = $total->{value} } return { es => $es, scroll => $scroll, aggregations => $results->{aggregations}, facets => $results->{facets}, suggest => $results->{suggest}, took => $results->{took}, total_took => $results->{took}, total => $total, max_score => $results->{hits}{max_score}, _buffer => $results->{hits}{hits}, $total ? ( _scroll_id => $results->{_scroll_id} ) : ( is_finished => 1 ) }; } #=================================== sub next { #=================================== my ( $self, $n ) = @_; $n ||= 1; while ( $self->_has_scroll_id and $self->buffer_size < $n ) { $self->refill_buffer; } my @return = splice( @{ $self->_buffer }, 0, $n ); $self->finish if @return < $n; return wantarray ? @return : $return[-1]; } #=================================== sub drain_buffer { #=================================== my $self = shift; return splice( @{ $self->_buffer } ); } #=================================== sub buffer_size { 0 + @{ shift->_buffer } } #=================================== #=================================== sub refill_buffer { #=================================== my $self = shift; return 0 if $self->is_finished; my $buffer = $self->_buffer; my $scroll_id = $self->_scroll_id || return 0 + @$buffer; my $results = $self->scroll_request; my $hits = $results->{hits}{hits}; $self->_set_total_took( $self->total_took + $results->{took} ); if ( @$hits == 0 ) { $self->_clear_scroll_id; } else { $self->_set__scroll_id( $results->{_scroll_id} ); push @$buffer, @$hits; } $self->finish if @$buffer == 0; return 0 + @$buffer; } #=================================== sub finish { #=================================== my $self = shift; return if $self->is_finished || $self->_pid != $$; $self->_set_is_finished(1); @{ $self->_buffer } = (); my $scroll_id = $self->_scroll_id or return; $self->_clear_scroll_id; my %args = ( body => { scroll_id => $scroll_id } ); eval { $self->es->clear_scroll(%args) }; return 1; } 1; __END__ # ABSTRACT: A helper module for scrolled searches =head1 SYNOPSIS use Search::Elasticsearch; my $es = Search::Elasticsearch->new; my $scroll = $es->scroll_helper( index => 'my_index', body => { query => {...}, size => 1000, sort => '_doc' } ); say "Total hits: ". $scroll->total; while (my $doc = $scroll->next) { # do something } =head1 DESCRIPTION A I<scrolled search> is a search that allows you to keep pulling results until there are no more matching results, much like a cursor in an SQL database. Unlike paginating through results (with the C<from> parameter in L<search()|Search::Elasticsearch::Client::7_0::Direct/search()>), scrolled searches take a snapshot of the current state of the index. Even if you keep adding new documents to the index or updating existing documents, a scrolled search will only see the index as it was when the search began. This module is a helper utility that wraps the functionality of the L<search()|Search::Elasticsearch::Client::7_0::Direct/search()> and L<scroll()|Search::Elasticsearch::Client::7_0::Direct/scroll()> methods to make them easier to use. This class does L<Search::Elasticsearch::Client::7_0::Role::Scroll> and L<Search::Elasticsearch::Role::Is_Sync>. =head1 USE CASES There are two primary use cases: =head2 Pulling enough results Perhaps you want to group your results by some field, and you don't know exactly how many results you will need in order to return 10 grouped results. With a scrolled search you can keep pulling more results until you have enough. For instance, you can search emails in a mailing list, and return results grouped by C<thread_id>: my (%groups,@results); my $scroll = $es->scroll_helper( index => 'my_emails', type => 'email', body => { query => {... some query ... }} ); my $doc; while (@results < 10 and $doc = $scroll->next) { my $thread = $doc->{_source}{thread_id}; unless ($groups{$thread}) { $groups{$thread} = []; push @results, $groups{$thread}; } push @{$groups{$thread}},$doc; } =head2 Extracting all documents Often you will want to extract all (or a subset of) documents in an index. If you want to change your type mappings, you will need to reindex all of your data. Or perhaps you want to move a subset of the data in one index into a new dedicated index. In these cases, you don't care about sort order, you just want to retrieve all documents which match a query, and do something with them. For instance, to retrieve all the docs for a particular C<client_id>: my $scroll = $es->scroll_helper( index => 'my_index', size => 1000, body => { query => { match => { client_id => 123 } }, sort => '_doc' } ); while (my $doc = $scroll->next) { # do something } Very often the I<something> that you will want to do with these results involves bulk-indexing them into a new index. The easiest way to do this is to use the built-in L<Search::Elasticsearch::Client::7_0::Direct/reindex()> functionality provided by Elasticsearch. =head1 METHODS =head2 C<new()> use Search::Elasticsearch; my $es = Search::Elasticsearch->new(...); my $scroll = $es->scroll_helper( scroll => '1m', # optional %search_params ); The L<Search::Elasticsearch::Client::7_0::Direct/scroll_helper()> method loads L<Search::Elasticsearch::Client::7_0::Scroll> class and calls L</new()>, passing in any arguments. You can specify a C<scroll> duration (which defaults to C<"1m">). Any other parameters are passed directly to L<Search::Elasticsearch::Client::7_0::Direct/search()>. The C<scroll> duration tells Elasticearch how long it should keep the scroll alive. B<Note>: this duration doesn't need to be long enough to process all results, just long enough to process a single B<batch> of results. The expiry gets renewed for another C<scroll> period every time new a new batch of results is retrieved from the cluster. By default, the C<scroll_id> is passed as the C<body> to the L<scroll|Search::Elasticsearch::Client::7_0::Direct/scroll()> request. The C<scroll> request uses C<GET> by default. To use C<POST> instead, set L<send_get_body_as|Search::Elasticsearch::Transport/send_get_body_as> to C<POST>. =head2 C<next()> $doc = $scroll->next; @docs = $scroll->next($num); The C<next()> method returns the next result, or the next C<$num> results (pulling more results if required). If all results have been exhausted, it returns an empty list. =head2 C<drain_buffer()> @docs = $scroll->drain_buffer; The C<drain_buffer()> method returns all of the documents currently in the buffer, without fetching any more from the cluster. =head2 C<refill_buffer()> $total = $scroll->refill_buffer; The C<refill_buffer()> method fetches the next batch of results from the cluster, stores them in the buffer, and returns the total number of docs currently in the buffer. =head2 C<buffer_size()> $total = $scroll->buffer_size; The C<buffer_size()> method returns the total number of docs currently in the buffer. =head2 C<finish()> $scroll->finish; The C<finish()> method clears out the buffer, sets L</is_finished()> to C<true> and tries to clear the C<scroll_id> on Elasticsearch. This API is only supported since v0.90.6, but the call to C<clear_scroll> is wrapped in an C<eval> so the C<finish()> method can be safely called with any version of Elasticsearch. When the C<$scroll> instance goes out of scope, L</finish()> is called automatically if required. =head2 C<is_finished()> $bool = $scroll->is_finished; A flag which returns C<true> if all results have been processed or L</finish()> has been called. =head1 INFO ACCESSORS The information from the original search is returned via the following accessors: =head2 C<total> The total number of documents that matched your query. =head2 C<max_score> The maximum score of any documents in your query. =head2 C<aggregations> Any aggregations that were specified, or C<undef> =head2 C<facets> Any facets that were specified, or C<undef> =head2 C<suggest> Any suggestions that were specified, or C<undef> =head2 C<took> How long the original search took, in milliseconds =head2 C<took_total> How long the original search plus all subsequent batches took, in milliseconds. =head1 SEE ALSO =over =item * L<Search::Elasticsearch::Client::7_0::Direct/search()> =item * L<Search::Elasticsearch::Client::7_0::Direct/scroll()> =item * L<Search::Elasticsearch::Client::7_0::Direct/reindex()> =back