Opened 12 years ago

Last modified 2 years ago

#19544 new Cleanup/optimization

IntegrityError during ManyToMany add() on Oracle or for user-defined through relationships.

Reported by: German M. Bravo Owned by:
Component: Database layer (models, ORM) Version: dev
Severity: Normal Keywords:
Cc: German M. Bravo, jon.dufresne@…, Дилян Палаузов, Simon Charette, Florian Demmer Triage Stage: Accepted
Has patch: no Needs documentation: no
Needs tests: no Patch needs improvement: no
Easy pickings: no UI/UX: no

Description

I'm frequently getting this exception ("IntegrityError: duplicate key value violates unique constraint...") a lot in my production server when I do add() on a Many To Many relationship. For what I've seen, there seems to be a race condition in django.db.models.fields.related's ManyRelatedManager._add_items() between the point new_ids is "calculated" and the point bulk_create() actually creates the tuples in the database.

Change History (31)

comment:1 by German M. Bravo, 12 years ago

Cc: German M. Bravo added

comment:2 by Aymeric Augustin, 12 years ago

Which database are you using, and under which isolation level are you running?

Can you provide the full traceback?

Thanks.

comment:3 by German M. Bravo, 12 years ago

This is traceback I'm getting:

Task core.tasks._no_retry_task_generic[802b4b61-be07-41ed-a7fa-f5f8c671b4d8] raised exception: IntegrityError('duplicate key value violates unique constraint "social_connect_socialcontact_entit_socialcontact_id_user_id_key"\nDETAIL:  Key (socialcontact_id, user_id)=(56151, 2146) already exists.\n',)

Stacktrace (most recent call last):

  File "celery/task/trace.py", line 212, in trace_task
    R = retval = fun(*args, **kwargs)
  File "core/tasks.py", line 70, in _no_retry_task_generic
    return _run_task(_no_retry_task_generic, *args, **kwargs)
  File "core/tasks.py", line 34, in _run_task
    return callback(*_args, **_kwargs)  # do not pass **kwargs (as it has "magic" stuff)??
  File "social_connect/Facebook/views.py", line 246, in _callback
    join_contacts(user, social_connect_contacts, site)
  File "relationships/utils.py", line 122, in join_contacts
    contact.entities.add(from_entity)
  File "django/db/models/fields/related.py", line 625, in add
    self._add_items(self.source_field_name, self.target_field_name, *objs)
  File "django/db/models/fields/related.py", line 710, in _add_items
    for obj_id in new_ids
  File "django/db/models/query.py", line 421, in bulk_create
    self.model._base_manager._insert(objs_without_pk, fields=[f for f in fields if not isinstance(f, AutoField)], using=self.db)
  File "django/db/models/manager.py", line 203, in _insert
    return insert_query(self.model, objs, fields, **kwargs)
  File "django/db/models/query.py", line 1581, in insert_query
    return query.get_compiler(using=using).execute_sql(return_id)
  File "django/db/models/sql/compiler.py", line 910, in execute_sql
    cursor.execute(sql, params)
  File "django/db/backends/util.py", line 41, in execute
    return self.cursor.execute(sql, params)
  File "django/db/backends/postgresql_psycopg2/base.py", line 52, in execute
    return self.cursor.execute(query, args)

As you can see, I'm using pgsql, and I'm receiving this traceback from a celery task.

The contact.entities.add(from_entity) is in a loop, and entities is a ManyToManyField (entities = models.ManyToManyField(User) in SocialContact):

    for contact in SocialContact.objects.filter(id__in=contact_ids):
        contact.entities.add(from_entity)
Last edited 12 years ago by German M. Bravo (previous) (diff)

in reply to:  3 comment:4 by Anssi Kääriäinen, 12 years ago

Component: UncategorizedDatabase layer (models, ORM)
Triage Stage: UnreviewedSomeday/Maybe
Type: UncategorizedCleanup/optimization

Looks like there is a race condition. The ways to fix this seem to be:

  • Locking the m2m table (or some portion of it). This will lead to deadlocks so it is a no-go.
  • Retrying until done: create a savepoint before bulk_create, if IntegrityError is risen rollback, select-bulk_create again. Here the cost is additional savepoint which can double the cost of .add().
  • Doing the insert using SQL like:
    INSERT INTO m2mtbl(lhs_id, rhs_id)
        (SELECT lhs_id, rhs_id FROM (values(1, 2), (1, 3), (1, 4) AS tmp(lhs_id, rhs_id)
           LEFT JOIN m2mtbl ON m2mtbl.lhs_id = tmp.lhs.id and m2mtbl.rhs_id = tmp.rhs_id WHERE m2mtbl.id IS NULL);
    

The last SQL is actually quite nice - we are guaranteed atomicity, and we need to execute just a single SQL statement instead of the two done currently. This is going to perform better unless the inserted set is huge and most of the values already exists. However the SQL used is *highly* DB backend specific so this isn't an easy addition to do.

I am going to mark this someday/maybe. Getting rid of the race condition would be nice, but I don't see an easy and well performing way to do that.

comment:5 by Patrick Robertson <django@…>, 10 years ago

Just my 2¢ - I just got this error on my production server, which is pretty nasty.

I'm using postgres

Any temporary solutions would be appreciated, as for me at least this is quite a serious bug

Traceback:
This is just from a simple form.save() call, and I haven't experienced it once in my testing.
I'd argue that this should be marked with a higher priority, regardless of how easy it is to implement... :)

 File "/somewhere/webapps/ordersystem/ordersystem/ordersystem/views.py", line 1188, in form_valid
   customer = form.save()

 File "/somewhere/.virtualenvs/ordersystem/lib/python2.7/site-packages/django/forms/models.py", line 446, in save
   construct=False)

 File "/somewhere/.virtualenvs/ordersystem/lib/python2.7/site-packages/django/forms/models.py", line 100, in save_instance
   save_m2m()

 File "/somewhere/.virtualenvs/ordersystem/lib/python2.7/site-packages/django/forms/models.py", line 96, in save_m2m
   f.save_form_data(instance, cleaned_data[f.name])

 File "/somewhere/.virtualenvs/ordersystem/lib/python2.7/site-packages/django/db/models/fields/related.py", line 1529, in save_form_data
   setattr(instance, self.attname, data)

 File "/somewhere/.virtualenvs/ordersystem/lib/python2.7/site-packages/django/utils/functional.py", line 242, in __setattr__
   setattr(self._wrapped, name, value)

 File "/somewhere/.virtualenvs/ordersystem/lib/python2.7/site-packages/django/db/models/fields/related.py", line 842, in __set__
   manager.add(*value)

 File "/somewhere/.virtualenvs/ordersystem/lib/python2.7/site-packages/django/db/models/fields/related.py", line 583, in add
   self._add_items(self.source_field_name, self.target_field_name, *objs)

 File "/somewhere/.virtualenvs/ordersystem/lib/python2.7/site-packages/django/db/models/fields/related.py", line 672, in _add_items
   for obj_id in new_ids

 File "/somewhere/.virtualenvs/ordersystem/lib/python2.7/site-packages/django/db/models/query.py", line 359, in bulk_create
   self._batched_insert(objs_without_pk, fields, batch_size)

 File "/somewhere/.virtualenvs/ordersystem/lib/python2.7/site-packages/django/db/models/query.py", line 838, in _batched_insert
   using=self.db)

 File "/somewhere/.virtualenvs/ordersystem/lib/python2.7/site-packages/django/db/models/manager.py", line 232, in _insert
   return insert_query(self.model, objs, fields, **kwargs)

 File "/somewhere/.virtualenvs/ordersystem/lib/python2.7/site-packages/django/db/models/query.py", line 1514, in insert_query
   return query.get_compiler(using=using).execute_sql(return_id)

 File "/somewhere/.virtualenvs/ordersystem/lib/python2.7/site-packages/django/db/models/sql/compiler.py", line 903, in execute_sql
   cursor.execute(sql, params)

 File "/somewhere/.virtualenvs/ordersystem/lib/python2.7/site-packages/django/db/backends/util.py", line 53, in execute
   return self.cursor.execute(sql, params)

 File "/somewhere/.virtualenvs/ordersystem/lib/python2.7/site-packages/django/db/utils.py", line 99, in __exit__
   six.reraise(dj_exc_type, dj_exc_value, traceback)

 File "/somewhere/.virtualenvs/ordersystem/lib/python2.7/site-packages/django/db/backends/util.py", line 53, in execute
   return self.cursor.execute(sql, params)

IntegrityError: duplicate key value violates unique constraint "ordersystem_customer_disliked_vege_customer_id_vegetable_id_key"
DETAIL:  Key (customer_id, vegetable_id)=(67, 37) already exists.

comment:6 by Patrick Robertson <django@…>, 10 years ago

Looking at the code (very briefly), I think _add_items in db/models/fields/relate.py (line 672 ish) might be what's causing the problem.

We're saving a list of ids new_ids which is later used for the bulk creation. As you can see, if this method were called twice at the same time for whatever reason (I think in my case it was probably a double submit of the form) then a race condition could occurr

comment:7 by anonymous, 10 years ago

Resolution: fixed
Status: newclosed

comment:8 by Michał Rostecki, 10 years ago

I see that it's set as fixed and closed. That's because this bug cannot be reproduced or it was really fixed?
Asking, because I have the same problem on Django 1.5.8.

comment:9 by Tim Graham, 10 years ago

Resolution: fixed
Status: closednew

Reopening because the ticket was closed anonymously without any detail.

comment:10 by Jon Dufresne, 10 years ago

I am running into the same issue using MySQL and Django 1.6.7. Looks like it may be an issue across multiple database backends. Here is the backtrace:

Traceback (most recent call last):
  File "manage.py", line 13, in <module>
    execute_from_command_line(sys.argv)
  File "/home/jon/devel/myproj/development/venv/lib/python2.7/site-packages/django/core/management/__init__.py", line 399, in execute_from_command_line
    utility.execute()
  File "/home/jon/devel/myproj/development/venv/lib/python2.7/site-packages/django/core/management/__init__.py", line 392, in execute
    self.fetch_command(subcommand).run_from_argv(self.argv)
  File "/home/jon/devel/myproj/development/venv/lib/python2.7/site-packages/django/core/management/base.py", line 242, in run_from_argv
    self.execute(*args, **options.__dict__)
  File "/home/jon/devel/myproj/development/venv/lib/python2.7/site-packages/django/core/management/base.py", line 285, in execute
    output = self.handle(*args, **options)
  File "/home/jon/devel/myproj/development/venv/lib/python2.7/site-packages/django/core/management/base.py", line 415, in handle
    return self.handle_noargs(**options)
  File "/home/jon/devel/myproj/development/myapp/management/commands/thetest.py", line 36, in handle_noargs
    MyModel.objects.bulk_create(objs)
  File "/home/jon/devel/myproj/development/venv/lib/python2.7/site-packages/django/db/models/manager.py", line 160, in bulk_create
    return self.get_queryset().bulk_create(*args, **kwargs)
  File "/home/jon/devel/myproj/development/venv/lib/python2.7/site-packages/django/db/models/query.py", line 359, in bulk_create
    self._batched_insert(objs_without_pk, fields, batch_size)
  File "/home/jon/devel/myproj/development/venv/lib/python2.7/site-packages/django/db/models/query.py", line 838, in _batched_insert
    using=self.db)
  File "/home/jon/devel/myproj/development/venv/lib/python2.7/site-packages/django/db/models/manager.py", line 232, in _insert
    return insert_query(self.model, objs, fields, **kwargs)
  File "/home/jon/devel/myproj/development/venv/lib/python2.7/site-packages/django/db/models/query.py", line 1514, in insert_query
    return query.get_compiler(using=using).execute_sql(return_id)
  File "/home/jon/devel/myproj/development/venv/lib/python2.7/site-packages/django/db/models/sql/compiler.py", line 903, in execute_sql
    cursor.execute(sql, params)
  File "/home/jon/devel/myproj/development/venv/lib/python2.7/site-packages/django/db/backends/util.py", line 69, in execute
    return super(CursorDebugWrapper, self).execute(sql, params)
  File "/home/jon/devel/myproj/development/venv/lib/python2.7/site-packages/django/db/backends/util.py", line 53, in execute
    return self.cursor.execute(sql, params)
  File "/home/jon/devel/myproj/development/venv/lib/python2.7/site-packages/django/db/utils.py", line 99, in __exit__
    six.reraise(dj_exc_type, dj_exc_value, traceback)
  File "/home/jon/devel/myproj/development/venv/lib/python2.7/site-packages/django/db/backends/util.py", line 53, in execute
    return self.cursor.execute(sql, params)
  File "/home/jon/devel/myproj/development/venv/lib/python2.7/site-packages/django/db/backends/mysql/base.py", line 124, in execute
    return self.cursor.execute(query, args)
  File "/home/jon/devel/myproj/development/venv/lib/python2.7/site-packages/MySQLdb/cursors.py", line 205, in execute
    self.errorhandler(self, exc, value)
  File "/home/jon/devel/myproj/development/venv/lib/python2.7/site-packages/MySQLdb/connections.py", line 36, in defaulterrorhandler
    raise errorclass, errorvalue
django.db.utils.IntegrityError: (1062, "Duplicate entry 'mytype-7-6' for key 'type'")

comment:11 by Jon Dufresne, 10 years ago

I have investigated this a bit more. For me the race occurs for the following reason:

Suppose you have MyModel that has a unique constraint. Suppose you have a view of the form:

@transaction.atomic
def my_view(request):
   MyModel.objects.some_long_filter().delete()
   objs = builds_list_of_unsaved_models_from_request(request)
   MyModel.objects.bulk_create(objs)

That is, a view that builds a list of objects in bulk. The view must first delete the objects that were created by the previous request to ensure the unique constraint is not violated. From my investigation, the delete() will not actually call an SQL DELETE statement, as I originally expected, but instead caches a list of ids of objects that exist, then calls a new SQL query with a DELETE .. WHERE id IN (list of ids). This all happens in DeleteQuery.delete_qs() file django/db/models/sql/subqueries.py:52.

Now suppose you have some original data. Then two requests occur at the same time. The first request and the second request will both cache the same ids from the original data to delete. Suppose the first request finishes slightly earlier and commits the *new objects with new ids*. Now, the second request will try to delete the cached ids from the original data and *not* from the first request. Upon save there is a unique constraint violation -- as the wrong ids were deleted -- causing the IntegrityError.

Coming from an application with many raw SQL queries, this unique constraint violation was a big surprise with the use of transactions. The caching of ids in the delete() function seems a sneaky source of race conditions.

Now, having investigated this, I am not sure if my case is the same bug that was originally reported. If anyone thinks I should be filing this as a separate ticket, I can move it.

comment:12 by Anssi Kääriäinen, 10 years ago

I don't think comment:11 is talking about this ticket's issue (that is, it is not about m2m add()).

comment:13 by Jon Dufresne, 10 years ago

Cc: jon.dufresne@… added

I don't think comment:11 is talking about this ticket's issue (that is, it is not about m2m add()).

I have moved my issue to ticket #23576.

comment:14 by François Scharffe, 10 years ago

I think I have the same error using 1.6.7. Any idea how to fix this ?
Here is the trace:

Stacktrace (most recent call last):

  File "celery/app/trace.py", line 240, in trace_task
    R = retval = fun(*args, **kwargs)
  File "celery/app/trace.py", line 421, in __protected_call__
    return self.run(*args, **kwargs)
  File "itemizer/tasks.py", line 125, in itemize
    write_entity_object_to_model(entity, ranking.top3_item, ranking.category, ranking)
  File "itemizer/tasks.py", line 453, in write_entity_object_to_model
    e.categories.add(category)
  File "django/db/models/fields/related.py", line 583, in add
    self._add_items(self.source_field_name, self.target_field_name, *objs)
  File "django/db/models/fields/related.py", line 672, in _add_items
    for obj_id in new_ids
  File "django/db/models/query.py", line 359, in bulk_create
    self._batched_insert(objs_without_pk, fields, batch_size)
  File "django/db/models/query.py", line 838, in _batched_insert
    using=self.db)
  File "django/db/models/manager.py", line 232, in _insert
    return insert_query(self.model, objs, fields, **kwargs)
  File "django/db/models/query.py", line 1514, in insert_query
    return query.get_compiler(using=using).execute_sql(return_id)
  File "django/db/models/sql/compiler.py", line 903, in execute_sql
    cursor.execute(sql, params)
  File "django/db/backends/util.py", line 53, in execute
    return self.cursor.execute(sql, params)
  File "django/db/utils.py", line 99, in __exit__
    six.reraise(dj_exc_type, dj_exc_value, traceback)
  File "django/db/backends/util.py", line 53, in execute
    return self.cursor.execute(sql, params)
  File "django/db/backends/mysql/base.py", line 124, in execute
    return self.cursor.execute(query, args)
  File "MySQLdb/cursors.py", line 205, in execute
    self.errorhandler(self, exc, value)
  File "MySQLdb/connections.py", line 36, in defaulterrorhandler
    raise errorclass, errorvalue

comment:15 by Thomas Güttler, 8 years ago

This StackO question tries to find a work around: http://stackoverflow.com/questions/37654072/django-integrityerror-during-many-to-many-add/37968648

AFAIK the same issue existed for get_or_create() until some last version of django. See https://github.com/django/django/commit/1b331f6c1e

This work around might be a good starting point for a fix:

article.publications.through.objects.get_or_create(
            article=article, publication=pub)
Last edited 8 years ago by Thomas Güttler (previous) (diff)

comment:16 by Gavin Wahl, 8 years ago

The error is now in ManyRelatedManager._add_items. We try to get a list of existing ids in vals, then only create ones that don't exist already. This of course causes a race when two threads do that at the same time.

I think the only real solution is ON CONFLICT IGNORE.

comment:17 by Andrey Fedoseev, 7 years ago

Cc: Andrey Fedoseev added

comment:18 by Дилян Палаузов, 7 years ago

I reinvented this phenomenon in #28514.

I think what needs to be done in to teach bulk_create() the INSERT ... ON CONFLICT (DO NOTHING|IGNORE) semantic and use this logic in django.db.models.fields.create_forward_many_to_many_manager.ManyRelatedManager._add_items(). #28668 is my proposal.

comment:19 by Дилян Палаузов, 7 years ago

Cc: Дилян Палаузов added

comment:20 by Simon Charette, 6 years ago

Cc: Simon Charette added
Triage Stage: Someday/MaybeAccepted

Now that bulk_create(ignore_conflicts=True) has landed in #28668 it should be possible to rely on it to address this issue for auto-created many-to-many relationships.

AFAIK it's only possible to do for such relationships because we know the exact schema of these tables and that a conflict can only happen for (source_field_name, target_field_name) tuples. This is not the case for manually defined through which could have other unique_together defined and are allowed to be .add(...)'ed under certain circumstances since #9475 was merged.

Now that master dropped support for PostgreSQL 9.4 the issue should only remain on Oracle which doesn't support this feature.

I guess the code in _add_items could also be adapted to use get_or_create when supports_ignore_conflicts=False or to deal with through models if we had some form of IntegrityError introspection in place to determine which constraint was violated. I think we should keep this ticket focused on dealing with the most common case that can be addressed with ignore_conflicts though.

comment:21 by Simon Charette, 6 years ago

Has patch: set

PR relying on ignore_conflicts for auto-created intermediary models. The behaviour of IntegrityError surfacing for user-defined through model conflicts happens to be tested by m2m_through.tests.M2mThroughTests.

comment:22 by Simon Charette, 6 years ago

Owner: changed from nobody to Simon Charette
Status: newassigned

The patch should be ready for review. It also implements a fast-add analogous to the the fast-delete algorithm when the relation and the backend allows it (e.g. when no m2m_changed receivers are connected).

comment:23 by Tim Graham <timograham@…>, 6 years ago

In dd32f9a:

Refs #19544 -- Extracted ManyRelatedManager.add() missing ids logic to a method.

comment:24 by Tim Graham <timograham@…>, 6 years ago

In 28712d8a:

Refs #19544 -- Ignored auto-created through additions conflicts if supported.

This prevents IntegrityError caused by race conditions between missing ids
retrieval and bulk insertions.

comment:25 by Tim Graham <timograham@…>, 6 years ago

In de7f6b51:

Refs #19544 -- Added a fast path for through additions if supported.

The single query insertion path is taken if the backend supports inserts
that ignore conflicts and m2m_changed signals don't have to be sent.

comment:26 by Tim Graham, 6 years ago

Has patch: unset

Simon, should the ticket be closed or is there additional work that could be done?

comment:27 by Simon Charette, 6 years ago

Summary: IntegrityError during Many To Many add()IntegrityError during ManyToMany add() on Oracle or for user-defined through relationships.
Version: 1.4master

Tim, the issue still remains on Oracle since it doesn't support bulk_create(ignore_conflicts=True).

Also, now that add(through_defaults) support was added the optimization cannot be used for these cases for the reasons detailed in comment:20. I'll add to this comment that get_or_create cannot be used to work around the issue unless it's adapted not to send pre_save/post_save signal somehow.

To summarize the issue is still present on Oracle or on all backends when using add on a relationship defined through a user defined ManyToMany(through). I think we should favor renaming this ticket instead of opening a new one since it contains a great discussion about the reasoning behind the changes.

I went ahead and did just that but feel free to revert my change or adjust the title to be more appropriate. Thanks!

comment:28 by Mariusz Felisiak <felisiak.mariusz@…>, 5 years ago

In 379bf1a2:

Fixed #8467 -- Prevented crash when adding existent m2m relation with an invalid type.

This was an issue anymore on backends that allows conflicts to be
ignored (Refs #19544) as long the provided values were coercible to the
expected type. However on the remaining backends that don't support
this feature, namely Oracle, this could still result in an
IntegrityError.

By attempting to coerce the provided values to the expected types in
Python beforehand we allow the existing value set intersection in
ManyRelatedManager._get_missing_target_ids to prevent the problematic
insertion attempts.

Thanks Baptiste Mispelon for triaging this old ticket against the
current state of the master branch.

comment:29 by Andrey Fedoseev, 5 years ago

Cc: Andrey Fedoseev removed

comment:30 by Mariusz Felisiak, 3 years ago

Owner: Simon Charette removed
Status: assignednew

comment:31 by Florian Demmer, 2 years ago

Cc: Florian Demmer added
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