Add new check for indexing with atomic=True

Briefly, this check helps prevent a long-running index creation from
preventing all reads and writes to a table.

This supplements an existing check
==================================
There is an existing check, `CREATE_INDEX` which warns about creating
indices without the `CONCURRENTLY` argument. It's a helpful check!

However, there are some valid reasons to prefer non-concurrent index
creation. For example, concurrent index creation may struggle to
complete when applied to write-heavy tables (since Postgres will have to
make repeated passes on the table to accommodate the new reads since the
last round).

The danger of `EXCLUSIVE` locks
===============================
If you *do* want to create indices nonconcurrently, there is still a
**huge footgun** to be aware of -- locks which are held in a transaction
are not released until the transaction closes.

Dangerous Django defaults
=========================
By default, any time you add a new Django field with `db_index=True` or
`unique=True`, the automatically generated `Migration` has:

- implicit setting of `atomic=True` (transactions are on)
- an `ALTER TABLE...ADD COLUMN` call (exclusively locks the table)
- a `CREATE INDEX` invocation (*hopefully* quick, due to nullable
  columns)

It's even more dangerous if you combine an `ALTER TABLE` call with
`CREATE INDEX` of an existing, non-nullable column.

Favor `atomic=False` if you must index
======================================
Index-creating migrations should have few `operations`. Since index
creation does not modify row-level data (and only requires locking
against writes), there's no reason to use transactions.

It's prudent to bypass the default `atomic=True` for index creation.
This commit is contained in:
David Cain authored and David Wobrock committed 2023-07-09 14:42:35 +02:00
1 parent 9fdfa06845
commit 0c5519d9dc
11 files changed
+119

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@@ -5,6 +5,36 @@ import re
from .base import BaseAnalyser, Check, CheckMode, CheckType
def has_create_index_in_transaction(sql_statements: list[str], **kwargs) -> bool:
"""Return if a migration opens a transaction, acquires EXCLUSIVE lock, then indexes.
Any locks that are obtained after a transaction is opened will not be released
until that transaction either commits or rolls back.
Accordingly, it's extremely important that a migration avoid any long-running
queries while exclusive locks are held.
Building an index is generally a long-running operation. A standard index
creation (that is, avoiding use of `CONCURRENTLY`) can be safe to run on
tables which are small in size and/or read-heavy. (`CREATE INDEX` only
prevents writes to a table; reads are allowed during index creation).
This check is a stricter version of `CREATE_INDEX` -- if a team wishes
to build indices nonconcurrently, it's imperative to be mindful of locks.
"""
if not (sql_statements and sql_statements[0].startswith("BEGIN")):
return False
for i, sql in enumerate(sql_statements):
# If any statements acquire an exclusive lock, complain about index creation later.
# Nearly every single `ALTER TABLE` command requires an exclusive lock:
# https://www.postgresql.org/docs/current/sql-altertable.html
# (Most common example is `ALTER TABLE... ADD COLUMN`, then later `CREATE INDEX`)
if sql.startswith("ALTER TABLE"):
return has_create_index(sql_statements[i + 1 :])
return False
def has_create_index(sql_statements: list[str], **kwargs) -> bool:
regex_result = None
for sql in sql_statements:
@@ -32,6 +62,13 @@ class PostgresqlAnalyser(BaseAnalyser):
mode=CheckMode.TRANSACTION,
type=CheckType.WARNING,
),
Check(
code="CREATE_INDEX_EXCLUSIVE",
fn=has_create_index_in_transaction,
message="CREATE INDEX prolongs transaction, delaying lock release",
mode=CheckMode.TRANSACTION,
type=CheckType.ERROR,
),
Check(
code="DROP_INDEX",
fn=lambda sql, **kw: re.search("DROP INDEX", sql)
+1
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@@ -40,6 +40,7 @@ You can ignore checks through the `--exclude-migration-tests` option by specifyi
| `RUNPYTHON_MODEL_VARIABLE_NAME` | The model variable name is different from the model class itself | Warning |
| `RUNSQL_REVERSIBLE` | RunSQL data migration is not reversible (missing reverse SQL) | Warning |
| `CREATE_INDEX` | (Postgresql specific) Creating an index without the concurrent keyword will lock the table and may generate downtime | Warning |
| `CREATE_INDEX_EXCLUSIVE` | (Postgresql specific) Creating an index in a transaction (after an `EXCLUSIVE` lock) prolongs the exclusive lock | Error |
| `DROP_INDEX` | (Postgresql specific) Dropping an index without the concurrent keyword will lock the table and may generate downtime | Warning |
| `REINDEX` | (Postgresql specific) Reindexing will lock the table and may generate downtime | Warning |
+1
View File
@@ -15,3 +15,4 @@ ADD_MANYTOMANY_FIELD = "app_add_manytomany_field"
DATA_MIGRATIONS = "app_data_migrations"
MAKE_NOT_NULL_WITH_DJANGO_DEFAULT = "app_make_not_null_with_django_default"
MAKE_NOT_NULL_WITH_LIB_DEFAULT = "app_make_not_null_with_lib_default"
CREATE_INDEX_EXCLUSIVE = "app_create_index_exclusive"
@@ -148,3 +148,7 @@ class PostgresqlBackwardCompatibilityDetectionTestCase(
def test_detect_alter_column(self):
app = fixtures.ALTER_COLUMN
self._test_linter_finds_errors(app)
def test_create_index_exclusive(self):
app = fixtures.CREATE_INDEX_EXCLUSIVE
self._test_linter_finds_errors(app)
Whitespace-only changes.
@@ -0,0 +1,30 @@
# Generated by Django 4.1.7 on 2023-03-09 21:46
from __future__ import annotations
from django.db import migrations, models
class Migration(migrations.Migration):
initial = True
dependencies = []
operations = [
migrations.CreateModel(
name="User",
fields=[
(
"id",
models.AutoField(
auto_created=True,
primary_key=True,
serialize=False,
verbose_name="ID",
),
),
("name", models.TextField()),
],
),
]
@@ -0,0 +1,20 @@
# Generated by Django 4.1.7 on 2023-03-09 21:47
from __future__ import annotations
from django.db import migrations, models
class Migration(migrations.Migration):
dependencies = [
("app_create_index_exclusive", "0001_initial"),
]
operations = [
migrations.AddField(
model_name="user",
name="email",
field=models.EmailField(db_index=True, max_length=254, null=True),
),
]
Whitespace-only changes.
@@ -0,0 +1,8 @@
from __future__ import annotations
from django.db import models
class User(models.Model):
name = models.TextField()
email = models.EmailField(db_index=True, null=True)
+1
View File
@@ -56,6 +56,7 @@ INSTALLED_APPS = [
"tests.test_project.app_data_migrations",
"tests.test_project.app_make_not_null_with_django_default",
"tests.test_project.app_make_not_null_with_lib_default",
"tests.test_project.app_create_index_exclusive",
]
MIDDLEWARE = [
+17
View File
@@ -315,6 +315,23 @@ class PostgresqlAnalyserTestCase(SqlAnalyserTestCase):
sql = "REINDEX TABLE my_table;"
self.assertWarningSql(sql)
def test_create_index_exclusive(self):
sql = [
"BEGIN;",
'ALTER TABLE "users" ADD COLUMN "email" varchar(254) NULL;',
'CREATE INDEX "user_email" ON "users" ("email");',
"COMMIT;",
]
self.assertBackwardIncompatibleSql(sql, code="CREATE_INDEX_EXCLUSIVE")
def test_create_index_exclusive_no_lock(self):
sql = [
'ALTER TABLE "users" ADD COLUMN "email" varchar(254) NULL;',
'CREATE INDEX "user_email" ON "users" ("email");',
]
# Will warn about `CREATE_INDEX`, but *not* `CREATE_INDEX_EXCLUSIVE`
self.assertValidSql(sql, allow_warnings=True)
class SqlUtilsTestCase(unittest.TestCase):
def test_unknown_analyser_string(self):