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[Fix #4333] Implement asynchronous search reindex functionality using celery #4368
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ericholscher
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readthedocs:search_upgrade
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safwanrahman:comman
Jul 31, 2018
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8fc3b65
[Fix #4333] Implement asynchronous search reindex functionality usin…
safwanrahman fb16187
fixing lint
safwanrahman 39d8031
fixup
safwanrahman bbbdca5
fixup message
safwanrahman faca6de
fixup index name
safwanrahman fd54d69
fixing command
safwanrahman b9dbb5d
fixing docstring
safwanrahman ce4abaf
optimizing indexing
safwanrahman db51a90
fixing tests and signals
safwanrahman 612cfb8
[Fix #4409] Disable autoindexing in local development
safwanrahman baf8421
fixup as per comments
safwanrahman 143ce7f
Optimizing reindexing management command
safwanrahman abaeade
adding migration
safwanrahman 9d6f201
fixup lint
safwanrahman 652f869
fixup as per comments
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58 changes: 0 additions & 58 deletions
58
readthedocs/core/management/commands/reindex_elasticsearch.py
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readthedocs/projects/migrations/0028_importedfile_modified_date.py
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# -*- coding: utf-8 -*- | ||
# Generated by Django 1.9.13 on 2018-07-27 09:54 | ||
from __future__ import unicode_literals | ||
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from django.db import migrations, models | ||
import django.utils.timezone | ||
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class Migration(migrations.Migration): | ||
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dependencies = [ | ||
('projects', '0027_add_htmlfile_model'), | ||
] | ||
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operations = [ | ||
migrations.AddField( | ||
model_name='importedfile', | ||
name='modified_date', | ||
field=models.DateTimeField(auto_now=True, default=django.utils.timezone.now, verbose_name='Modified date'), | ||
preserve_default=False, | ||
), | ||
] |
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default_app_config = 'readthedocs.search.apps.SearchConfig' |
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"""Project app config""" | ||
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from django.apps import AppConfig | ||
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class SearchConfig(AppConfig): | ||
name = 'readthedocs.search' | ||
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def ready(self): | ||
from .signals import index_html_file, remove_html_file |
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101 changes: 101 additions & 0 deletions
101
readthedocs/search/management/commands/reindex_elasticsearch.py
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import datetime | ||
import logging | ||
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from celery import chord, chain | ||
from django.apps import apps | ||
from django.conf import settings | ||
from django.core.management import BaseCommand | ||
from django_elasticsearch_dsl.registries import registry | ||
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from ...tasks import (index_objects_to_es, switch_es_index, create_new_es_index, | ||
index_missing_objects) | ||
from ...utils import chunk_queryset | ||
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log = logging.getLogger(__name__) | ||
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class Command(BaseCommand): | ||
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@staticmethod | ||
def _get_indexing_tasks(app_label, model_name, queryset, document_class, index_name): | ||
queryset = queryset.values_list('id', flat=True) | ||
chunked_queryset = chunk_queryset(queryset, settings.ES_TASK_CHUNK_SIZE) | ||
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for chunk in chunked_queryset: | ||
data = { | ||
'app_label': app_label, | ||
'model_name': model_name, | ||
'document_class': document_class, | ||
'index_name': index_name, | ||
'objects_id': list(chunk) | ||
} | ||
yield index_objects_to_es.si(**data) | ||
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def _run_reindex_tasks(self, models): | ||
for doc in registry.get_documents(models): | ||
queryset = doc().get_queryset() | ||
# Get latest object from the queryset | ||
latest_object = queryset.latest('modified_date') | ||
latest_object_time = latest_object.modified_date | ||
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app_label = queryset.model._meta.app_label | ||
model_name = queryset.model.__name__ | ||
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index_name = doc._doc_type.index | ||
timestamp = datetime.datetime.now().strftime('%Y%m%d%H%M%S') | ||
new_index_name = "{}_{}".format(index_name, timestamp) | ||
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pre_index_task = create_new_es_index.si(app_label=app_label, | ||
model_name=model_name, | ||
index_name=index_name, | ||
new_index_name=new_index_name) | ||
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indexing_tasks = self._get_indexing_tasks(app_label=app_label, model_name=model_name, | ||
queryset=queryset, | ||
document_class=str(doc), | ||
index_name=new_index_name) | ||
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post_index_task = switch_es_index.si(app_label=app_label, model_name=model_name, | ||
index_name=index_name, | ||
new_index_name=new_index_name) | ||
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# Task to run in order to add the objects | ||
# that has been inserted into database while indexing_tasks was running | ||
# We pass the creation time of latest object, so its possible to index later items | ||
missed_index_task = index_missing_objects.si(app_label=app_label, | ||
model_name=model_name, | ||
document_class=str(doc), | ||
latest_indexed=latest_object_time) | ||
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# http://celery.readthedocs.io/en/latest/userguide/canvas.html#chords | ||
chord_tasks = chord(header=indexing_tasks, body=post_index_task) | ||
# http://celery.readthedocs.io/en/latest/userguide/canvas.html#chain | ||
chain(pre_index_task, chord_tasks, missed_index_task).apply_async() | ||
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message = ("Successfully issued tasks for {}.{}, total {} items" | ||
.format(app_label, model_name, queryset.count())) | ||
log.info(message) | ||
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def add_arguments(self, parser): | ||
parser.add_argument( | ||
'--models', | ||
dest='models', | ||
type=str, | ||
nargs='*', | ||
help=("Specify the model to be updated in elasticsearch." | ||
"The format is <app_label>.<model_name>") | ||
) | ||
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def handle(self, *args, **options): | ||
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. Needs a docstring showing how to run it. |
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""" | ||
Index models into Elasticsearch index asynchronously using celery. | ||
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You can specify model to get indexed by passing | ||
`--model <app_label>.<model_name>` parameter. | ||
Otherwise, it will reindex all the models | ||
""" | ||
models = None | ||
if options['models']: | ||
models = [apps.get_model(model_name) for model_name in options['models']] | ||
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self._run_reindex_tasks(models=models) |
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This should just use the current time, not query the entire queryset for the time. This will be quite a slow query likely in prod.
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Yeah! I was also thinking about it.