File: Bulk.pm

package info (click to toggle)
libsearch-elasticsearch-client-1-0-perl 6.81-2
  • links: PTS, VCS
  • area: main
  • in suites: bookworm, forky, sid, trixie
  • size: 444 kB
  • sloc: perl: 2,788; makefile: 2
file content (616 lines) | stat: -rw-r--r-- 18,619 bytes parent folder | download | duplicates (2)
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
493
494
495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
515
516
517
518
519
520
521
522
523
524
525
526
527
528
529
530
531
532
533
534
535
536
537
538
539
540
541
542
543
544
545
546
547
548
549
550
551
552
553
554
555
556
557
558
559
560
561
562
563
564
565
566
567
568
569
570
571
572
573
574
575
576
577
578
579
580
581
582
583
584
585
586
587
588
589
590
591
592
593
594
595
596
597
598
599
600
601
602
603
604
605
606
607
608
609
610
611
612
613
614
615
616
package Search::Elasticsearch::Client::1_0::Bulk;
$Search::Elasticsearch::Client::1_0::Bulk::VERSION = '6.81';
use Moo;
with 'Search::Elasticsearch::Client::1_0::Role::Bulk',
    'Search::Elasticsearch::Role::Is_Sync';
use Search::Elasticsearch::Util qw(parse_params throw);
use Try::Tiny;
use namespace::clean;

#===================================
sub add_action {
#===================================
    my $self      = shift;
    my $buffer    = $self->_buffer;
    my $max_size  = $self->max_size;
    my $max_count = $self->max_count;
    my $max_time  = $self->max_time;

    while (@_) {
        my @json = $self->_encode_action( splice( @_, 0, 2 ) );

        push @$buffer, @json;

        my $size = $self->_buffer_size;
        $size += length($_) + 1 for @json;
        $self->_buffer_size($size);

        my $count = $self->_buffer_count( $self->_buffer_count + 1 );

        $self->flush
            if ( $max_size and $size >= $max_size )
            || ( $max_count and $count >= $max_count )
            || ( $max_time  and time >= $self->_last_flush + $max_time );
    }
    return 1;
}

#===================================
sub flush {
#===================================
    my $self = shift;
    $self->_last_flush(time);

    return { items => [] }
        unless $self->_buffer_size;

    if ( $self->verbose ) {
        local $| = 1;
        print ".";
    }
    my $buffer  = $self->_buffer;
    my $results = try {
        my $res = $self->es->bulk( %{ $self->_bulk_args }, body => $buffer );
        $self->clear_buffer;
        return $res;
    }
    catch {
        my $error = $_;
        $self->clear_buffer
            unless $error->is( 'Cxn', 'NoNodes' );

        die $error;
    };
    $self->_report( $buffer, $results );
    return defined wantarray ? $results : undef;
}

#===================================
sub reindex {
#===================================
    my ( $self, $params ) = parse_params(@_);
    my $src = $params->{source}
        or throw( 'Param', "Missing required param <source>" );

    my $transform = $self->_doc_transformer($params);

    if ( ref $src eq 'HASH' ) {
        $src = {%$src};
        my $es = delete $src->{es} || $self->es;
        my %body
            = $es->api_version ge '1_0'
            ? ( sort => '_doc', size => 1000 )
            : ( search_type => 'scan', size => 500 );
        my $scroll = $es->scroll_helper(
            %body, %$src
        );

        $src = sub {
            $scroll->refill_buffer;
            $scroll->drain_buffer;
        };

        print "Reindexing " . $scroll->total . " docs\n"
            if $self->verbose;
    }

    while ( my @docs = grep {defined} $src->() ) {
        $self->index( grep {$_} map { $transform->($_) } @docs );
    }
    $self->flush;
    return 1;
}

1;

=pod

=encoding UTF-8

=head1 NAME

Search::Elasticsearch::Client::1_0::Bulk - A helper module for the Bulk API and for reindexing

=head1 VERSION

version 6.81

=head1 SYNOPSIS

    use Search::Elasticsearch;

    my $es   = Search::Elasticsearch->new;
    my $bulk = $es->bulk_helper(
        index   => 'my_index',
        type    => 'my_type'
    );

    # Index docs:
    $bulk->index({ id => 1, source => { foo => 'bar' }});
    $bulk->add_action( index => { id => 1, source => { foo=> 'bar' }});

    # Create docs:
    $bulk->create({ id => 1, source => { foo => 'bar' }});
    $bulk->add_action( create => { id => 1, source => { foo=> 'bar' }});
    $bulk->create_docs({ foo => 'bar' })

    # Delete docs:
    $bulk->delete({ id => 1});
    $bulk->add_action( delete => { id => 1 });
    $bulk->delete_ids(1,2,3)

    # Update docs:
    $bulk->update({ id => 1, script => '...' });
    $bulk->add_action( update => { id => 1, script => '...' });

    # Manual flush
    $bulk->flush;

    # Reindex docs:
    my $bulk = $es->bulk_helper(
        index   => 'new_index',
        verbose => 1
    );

    $bulk->reindex( source => { index => 'old_index' });

=head1 DESCRIPTION

This module provides a wrapper for the L<Search::Elasticsearch::Client::1_0::Direct/bulk()>
method which makes it easier to run multiple create, index, update or delete
actions in a single request. It also provides a simple interface
for L<reindexing documents|/REINDEXING DOCUMENTS>.

The L<Search::Elasticsearch::Client::1_0::Bulk> module acts as a queue, buffering up actions
until it reaches a maximum count of actions, or a maximum size of JSON request
body, at which point it issues a C<bulk()> request.

Once you have finished adding actions, call L</flush()> to force the final
C<bulk()> request on the items left in the queue.

This class does L<Search::Elasticsearch::Client::1_0::Role::Bulk> and
L<Search::Elasticsearch::Role::Is_Sync>.

=head1 CREATING A NEW INSTANCE

=head2 C<new()>

    my $bulk = $es->bulk_helper(

        index       => 'default_index',     # optional
        type        => 'default_type',      # optional
        %other_bulk_params                  # optional

        max_count   => 1_000,               # optional
        max_size    => 1_000_000,           # optional
        max_time    => 5,                   # optional

        verbose     => 0 | 1,               # optional

        on_success  => sub {...},           # optional
        on_error    => sub {...},           # optional
        on_conflict => sub {...},           # optional


    );

The C<new()> method returns a new C<$bulk> object.  You must pass your
Search::Elasticsearch client as the C<es> argument.

The C<index> and C<type> parameters provide default values for
C<index> and C<type>, which can be overridden in each action.
You can also pass any other values which are accepted
by the L<bulk()|Search::Elasticsearch::Client::1_0::Direct/bulk()> method.

See L</flush()> for more information about the other parameters.

=head1 FLUSHING THE BUFFER

=head2 C<flush()>

    $result = $bulk->flush;

The C<flush()> method sends all buffered actions to Elasticsearch using
a L<bulk()|Search::Elasticsearch::Client::1_0::Direct/bulk()> request.

=head2 Auto-flushing

An automatic L</flush()> is triggered whenever the C<max_count>, C<max_size>,
or C<max_time> threshold is breached.  This causes all actions in the buffer to be
sent to Elasticsearch.

=over

=item * C<max_count>

The maximum number of actions to allow before triggering a L</flush()>.
This can be disabled by setting C<max_count> to C<0>. Defaults to
C<1,000>.

=item * C<max_size>

The maximum size of JSON request body to allow before triggering a
L</flush()>.  This can be disabled by setting C<max_size> to C<0>.  Defaults
to C<1_000,000> bytes.

=item * C<max_time>

The maximum number of seconds to wait before triggering a flush.  Defaults
to C<0> seconds, which means that it is disabled.  B<Note:> This timeout
is only triggered when new items are added to the queue, not in the background.

=back

=head2 Errors when flushing

There are two types of error which can be thrown when L</flush()>
is called, either manually or automatically.

=over

=item * Temporary Elasticsearch errors

A C<Cxn> error like a C<NoNodes> error which indicates that your cluster is down.
These errors do not clear the buffer, as they can be retried later on.

=item * Action errors

Individual actions may fail. For instance, a C<create> action will fail
if a document with the same C<index>, C<type> and C<id> already exists.
These action errors are reported via L<callbacks|/Using callbacks>.

=back

=head2 Using callbacks

By default, any I<Action errors> (see above) cause warnings to be
written to C<STDERR>.  However, you can use the C<on_error>, C<on_conflict>
and C<on_success> callbacks for more fine-grained control.

All callbacks receive the following arguments:

=over

=item C<$action>

The name of the action, ie C<index>, C<create>, C<update> or C<delete>.

=item C<$response>

The response that Elasticsearch returned for this action.

=item C<$i>

The index of the action, ie the first action in the flush request
will have C<$i> set to C<0>, the second will have C<$i> set to C<1> etc.

=back

=head3 C<on_success>

    my $bulk = $es->bulk_helper(
        on_success  => sub {
            my ($action,$response,$i) = @_;
            # do something
        },
    );

The C<on_success> callback is called for every action that has a successful
response.

=head3 C<on_conflict>

    my $bulk = $es->bulk_helper(
        on_conflict  => sub {
            my ($action,$response,$i,$version) = @_;
            # do something
        },
    );

The C<on_conflict> callback is called for actions that have triggered
a C<Conflict> error, eg trying to C<create> a document which already
exists.  The C<$version> argument will contain the version number
of the document currently stored in Elasticsearch (if found).

=head3 C<on_error>

    my $bulk = $es->bulk_helper(
        on_error  => sub {
            my ($action,$response,$i) = @_;
            # do something
        },
    );

The C<on_error> callback is called for any error (unless the C<on_conflict>)
callback has already been called).

=head2 Disabling callbacks and autoflush

If you want to be in control of flushing, and you just want to receive
the raw response that Elasticsearch sends instead of using callbacks,
then you can do so as follows:

    my $bulk = $es->bulk_helper(
        max_count   => 0,
        max_size    => 0,
        on_error    => undef
    );

    $bulk->add_actions(....);
    $response = $bulk->flush;

=head1 CREATE, INDEX, UPDATE, DELETE

=head2 C<add_action()>

    $bulk->add_action(
        create => { ...params... },
        index  => { ...params... },
        update => { ...params... },
        delete => { ...params... }
    );

The C<add_action()> method allows you to add multiple C<create>, C<index>,
C<update> and C<delete> actions to the queue. The first value is the action
type, and the second value is the parameters that describe that action.
See the individual helper methods below for details.

B<Note:> Parameters like C<index> or C<type> can be specified as C<index> or as
C<_index>, so the following two lines are equivalent:

    index => { index  => 'index', type  => 'type', id  => 1, source  => {...}},
    index => { _index => 'index', _type => 'type', _id => 1, _source => {...}},

B<Note:> The C<index> and C<type> parameters can be specified in the
params for any action, but if not specified, will default to the C<index>
and C<type> values specified in L</new()>.  These are required parameters:
they must be specified either in L</new()> or in every action.

=head2 C<create()>

    $bulk->create(
        { index => 'custom_index',         source => { doc body }},
        { type  => 'custom_type', id => 1, source => { doc body }},
        ...
    );

The C<create()> helper method allows you to add multiple C<create> actions.
It accepts the same parameters as L<Search::Elasticsearch::Client::1_0::Direct/create()>
except that the document body should be passed as the C<source> or C<_source>
parameter, instead of as C<body>.

=head2 C<create_docs()>

    $bulk->create_docs(
        { doc body },
        { doc body },
        ...
    );

The C<create_docs()> helper is a shorter form of L</create()> which can be used
when you are using the default C<index> and C<type> as set in L</new()>
and you are not specifying a custom C<id> per document.  In this case,
you can just pass the individual document bodies.

=head2 C<index()>

    $bulk->index(
        { index => 'custom_index',         source => { doc body }},
        { type  => 'custom_type', id => 1, source => { doc body }},
        ...
    );

The C<index()> helper method allows you to add multiple C<index> actions.
It accepts the same parameters as L<Search::Elasticsearch::Client::1_0::Direct/index()>
except that the document body should be passed as the C<source> or C<_source>
parameter, instead of as C<body>.

=head2 C<delete()>

    $bulk->delete(
        { index => 'custom_index', id => 1},
        { type  => 'custom_type',  id => 2},
        ...
    );

The C<delete()> helper method allows you to add multiple C<delete> actions.
It accepts the same parameters as L<Search::Elasticsearch::Client::1_0::Direct/delete()>.

=head2 C<delete_ids()>

    $bulk->delete_ids(1,2,3...)

The C<delete_ids()> helper method can be used when all of the documents you
want to delete have the default C<index> and C<type> as set in L</new()>.
In this case, all you have to do is to pass in a list of IDs.

=head2 C<update()>

    $bulk->update(
        { id            => 1,
          doc           => { partial doc },
          doc_as_upsert => 1
        },
        { id            => 2,
          lang          => 'mvel',
          script        => { script }
          upsert        => { upsert doc }
        },
        ...
    );

The C<update()> helper method allows you to add multiple C<update> actions.
It accepts the same parameters as L<Search::Elasticsearch::Client::1_0::Direct/update()>.
An update can either use a I<partial doc> which gets merged with an existing
doc (example 1 above), or can use a C<script> to update an existing doc
(example 2 above). More information on C<script> can be found here:
L<Search::Elasticsearch::Client::1_0::Direct/update()>.

=head1 REINDEXING DOCUMENTS

A common use case for bulk indexing is to reindex a whole index when
changing the type mappings or analysis chain. This typically
combines bulk indexing with L<scrolled searches|Search::Elasticsearch::Client::1_0::Scroll>:
the scrolled search pulls all of the data from the source index, and
the bulk indexer indexes the data into the new index.

=head2 C<reindex()>

    $bulk->reindex(
        source       => $source,                # required
        transform    => \&transform,            # optional
        version_type => 'external|internal',    # optional
    );

The C<reindex()> method requires a C<$source> parameter, which provides
the source for the documents which are to be reindexed.

=head2 Reindexing from another index

If the C<source> argument is a HASH ref, then the hash is passed to
L<Search::Elasticsearch::Client::1_0::Scroll/new()> to create a new scrolled search.

    my $bulk = $es->bulk_helper(
        index   => 'new_index',
        verbose => 1
    );

    $bulk->reindex(
        source  => {
            index       => 'old_index',
            size        => 500,         # default
            search_type => 'scan'       # default
        }
    );

If a default C<index> or C<type> has been specified in the call to
L</new()>, then it will replace the C<index> and C<type> values for
the docs returned from the scrolled search. In the example above,
all docs will be retrieved from C<"old_index"> and will be bulk indexed
into C<"new_index">.

=head2 Reindexing from a generic source

The C<source> parameter also accepts a coderef or an anonymous sub,
which should return one or more new documents every time it is executed.
This allows you to pass any iterator, wrapped in an anonymous sub:

    my $iter = get_iterator_from_somewhere();

    $bulk->reindex(
        source => sub { $iter->next }
    );

=head2 Transforming docs on the fly

The C<transform> parameter allows you to change documents on the fly,
using a callback.  The callback receives the document as the only argument,
and should return the updated document, or C<undef> if the document should
not be indexed:

    $bulk->reindex(
        source      => { index => 'old_index' },
        transform   => sub {
            my $doc = shift;

            # don't index doc marked as valid:false
            return undef unless $doc->{_source}{valid};

            # convert $tag to @tags
            $doc->{_source}{tags} = [ delete $doc->{_source}{tag}];
            return $doc
        }
    );

=head2 Reindexing from another cluster

By default, L</reindex()> expects the source and destination indices
to be in the same cluster. To pull data from one cluster and index it into
another, you can use two separate C<$es> objects:

    $es_target  = Search::Elasticsearch->new( nodes => 'localhost:9200' );
    $es_source  = Search::Elasticsearch->new( nodes => 'search1:9200' );

    my $bulk = $es_targert->bulk_helper(
        verbose => 1
    )
    -> reindex(
          source => {
              es    => $es_source,
              index => 'my_index'
          }
       );

=head2 Parents and routing

If you are using parent-child relationships or custom C<routing> values,
and you want to preserve these when you reindex your documents, then
you will need to request these values specifically, as follows:

    $bulk->reindex(
        source => {
            index   => 'old_index',
            fields  => ['_source','_parent','_routing']
        }
    );

=head2 Working with version numbers

Every document in Elasticsearch has a current C<version> number, which
is used for L<optimistic concurrency control|http://en.wikipedia.org/wiki/Optimistic_concurrency_control>,
that is, to ensure that you don't overwrite changes that have been made
by another process.

All CRUD operations accept a C<version> parameter and a C<version_type>
parameter which tells Elasticsearch that the change should only be made
if the current document corresponds to these parameters. The
C<version_type> parameter can have the following values:

=over

=item * C<internal>

Use Elasticsearch version numbers.  Documents are only changed if the
document in Elasticsearch has the B<same> C<version> number that is
specified in the CRUD operation. After the change, the new
version number is C<version+1>.

=item * C<external>

Use an external versioning system, such as timestamps or version numbers
from an external database.  Documents are only changed if the document
in Elasticsearch has a B<lower> C<version> number than the one
specified in the CRUD operation. After the change, the new version
number is C<version>.

=back

If you would like to reindex documents from one index to another, preserving
the C<version> numbers from the original index, then you need the following:

    $bulk->reindex(
        source => {
            index   => 'old_index',
            version => 1,               # retrieve version numbers in search
        },
        version_type => 'external'      # use these "external" version numbers
    );

=head1 AUTHOR

Enrico Zimuel <enrico.zimuel@elastic.co>

=head1 COPYRIGHT AND LICENSE

This software is Copyright (c) 2020 by Elasticsearch BV.

This is free software, licensed under:

  The Apache License, Version 2.0, January 2004

=cut

__END__

# ABSTRACT: A helper module for the Bulk API and for reindexing