django-migrations
DevelopmentDjango migration patterns and safety workflow for PostHog. Use when creating, adjusting, or reviewing Django/Postgres migrations, including non-blocking index/constraint changes, multi-phase schema changes, data backfills, migration conflict rebasing, and product model moves that require SeparateDatabaseAndState. Also use for any deletion or removal of a model, table, column, product, or app — including deleting migration files or retiring a feature — even when no migration is written.
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Django migrations
Read these files first, before writing or editing a migration:
docs/published/handbook/engineering/developing-locally.md(## Django migrations,### Non-blocking migrations,### Resolving merge conflicts)docs/published/handbook/engineering/safe-django-migrations.mddocs/published/handbook/engineering/databases/schema-changes.mdproducts/README.md(## Adding or moving backend models and migrations) when working inproducts/*
If the task is a ClickHouse migration, use clickhouse-migrations instead.
Never delete a migration file
Adding migrations is fine. Deleting a historical one — any */migrations/NNNN_*.py already on master, even an app's 0001_initial.py, even to "undo" a schema change — is not. Deleting the file undoes nothing: the table and its constraints stay in every database where the migration ran, fresh databases never recreate them, and the "Migration Risk Analysis" CI job re-flags the file as a phantom new migration on every open PR that predates the deletion. The deleted-migration check in the repo-checks CI job (the hogli lint:migration-deletions command) blocks this. Genuinely intentional, reviewed deletions — a product/app move, a revert, a squash — are acknowledged in .github/scripts/migration-deletion-allowlist.txt, never by disabling the guard.
If a task asks you to delete a migration file, stop and flag it instead.
To retire a model/table:
- Remove all usage and the model class.
makemigrations, then wrap the generatedDeleteModelinmigrations.SeparateDatabaseAndState(state_operations=[...])(state only, no DB change). KEEP this file. Keep the app inINSTALLED_APPS. - Deploy, wait at least one full deploy cycle.
- Optionally
DROP TABLElater in a NEWRunSQLmigration — never by deleting old files.
Full guide: safe-django-migrations.md (## Dropping Tables, ### Removing a whole product or app). Deleting a migration your branch added but never merged to master is allowed (regenerating).
Workflow
- Classify the change as additive (new nullable column, new table) or risky (drop/rename,
NOT NULL, indexes, constraints, large data updates, model moves). A change is also risky if it touches a hot table, regardless of how additive it looks. See also the cross-languageNOT NULLhazard below. - Generate:
DEBUG=1 ./manage.py makemigrations [app_label]. For merge conflicts:python manage.py rebase_migration <app> && git add <app>/migrations(posthogoree). - Apply safety rules from
safe-django-migrations.md— the doc covers multi-phase rollouts,SeparateDatabaseAndState, concurrent operations, idempotency, and all risky patterns in detail. - Validate:
./manage.py sqlmigrate <app> <migration_number>, run tests, confirm linear migration sequence.
Use the migration helpers
posthog.migration_helpers has drop-in operations for the risky-but-common cases. Reach for these first; they track Django state, disable timeouts, and are idempotent under bin/migrate retries:
- Add/drop an index →
SafeAddIndexConcurrently/SafeRemoveIndexConcurrently(model_name+models.Index). Never use Django'sAddIndexConcurrently— CI blocks it. - Add a CHECK constraint →
AddConstraintNotValidthenValidateConstraintin a later migration (or same migration withatomic = False). - Add a ForeignKey to a hot table → declare the FK with
db_constraint=Falseon the model (soCreateModel/AddFieldemit no parent lock), then add the DB constraint back withAddForeignKeyNotValidand follow up withValidateForeignKeyin a later migration. See foreign keys to hot tables. - Index expressed only as raw SQL (no Django
Index) →CreateIndexConcurrently/DropIndexConcurrentlywrapped inSeparateDatabaseAndState.
All concurrent-index ops require atomic = False.
Meta-principle when you hit a risky-but-common pattern with no helper: don't hand-roll the safe DDL from docs — ship a drop-in helper in posthog/migration_helpers and point the CI policy at it. A one-import helper beats a wall of caveated RunSQL every time.
Hot table hazard
posthog_team, posthog_user, posthog_organization, and posthog_project are read on virtually every request. Any ALTER TABLE on them — including a plain nullable AddField, which is "safe" everywhere else — needs an ACCESS EXCLUSIVE lock, and while that lock request waits behind in-flight queries, every later query on the table queues behind it. Even a metadata-only ADD COLUMN can stall site-wide traffic in waves (one per bin/migrate retry) until the ALTER wins the lock race. This has caused production 5xx incidents.
Before writing a migration that touches one of these models:
- For
Team: put domain-specific fields on a Team extension model instead —posthog/models/team/README.md. That's aCREATE TABLE, no lock onposthog_team. CREATE INDEX CONCURRENTLY(viaSafeAddIndexConcurrently) is fine —SHARE UPDATE EXCLUSIVEdoesn't block reads or writes.- If the field genuinely belongs on the hot table (core identity, cross-product settings, SDK config), the
HotTableAlterPolicyanalyzer blocks the migration in CI until<app_label>.<migration_name>is added toposthog/management/migration_analysis/hot_table_acknowledged_migrations.txt. That acknowledgment also means coordinating the deploy with infra for a low-traffic window.
Foreign keys to hot tables
A ForeignKey targeting a hot table is the same hazard from the other side, and it bites from any app — a plain product-app CreateModel or AddField with to="posthog.team" (or settings.AUTH_USER_MODEL, which is posthog_user). Creating the FK constraint takes a SHARE ROW EXCLUSIVE lock on the referenced parent, which conflicts with the ROW EXCLUSIVE every INSERT/UPDATE/DELETE on the parent holds; under write traffic the lock queues and lock_timeout cancels it on each bin/migrate retry. HotTableAlterPolicy now flags this case. Two ways out:
db_constraint=Falseon theForeignKey— emits no FK constraint and takes no lock on the parent at all (app-level enforcement only). This is the only truly lock-free path.- A real DB constraint, two-phase — declare the FK
db_constraint=False, then add it back as a DB constraint withAddForeignKeyNotValid, andValidateForeignKeyin a later migration. Be honest:ADD CONSTRAINT ... NOT VALIDstill takes a briefSHARE ROW EXCLUSIVElock on the parent for the metadata add — it skips the row scan, so it shrinks the lock window but does not eliminate it.VALIDATEthen runs lock-free on the parent.
Cross-language NOT NULL hazard
posthog_user, posthog_team, and other core tables in the main Postgres database are written by Django and by nodejs/ (plugin-server tests via insertRow), rust/ services, and Temporal workers. Those non-Django writers issue raw INSERTs that only list the columns they care about, so any new NOT NULL column without a Postgres-level DEFAULT will break them with null value in column "<col>" violates not-null constraint.
Django's default= alone does not create a Postgres-level default — by design, Django treats it as a Python-only attribute applied at Model.__init__:
- Callable defaults (
default=list,default=dict,default=uuid.uuid4) are never emitted into SQL at all. - Scalar defaults (
default=False,default=0,default="") are emitted asADD COLUMN ... DEFAULT X NOT NULLand then immediately dropped by a follow-upALTER COLUMN ... DROP DEFAULT— verify with./manage.py sqlmigrate.
Before merging, grep for external writers of the table:
rg -n "INSERT INTO <table>|insertRow\(.*'<table>'" nodejs rust products services
If any match, add both default= and db_default= to the model field. db_default= lands a real Postgres DEFAULT; default= keeps the Python-side value for ORM creates:
class User(models.Model):
hide_mcp_hints = models.BooleanField(default=False, db_default=False, null=False)
makemigrations will emit a plain AddField(..., db_default=False, default=False, ...), and sqlmigrate shows just ADD COLUMN ... DEFAULT false NOT NULL — no DROP DEFAULT follow-up.
db_default= is also load-bearing for the nodejs / rust test suites. posthog/management/commands/setup_test_environment.py calls disable_migrations() and builds the test schema directly from model definitions, skipping the migration entirely. Plain default= is invisible to that path; db_default= is what Django bakes into the generated CREATE TABLE. Without it, the postgres-parity and Jest jobs in .github/workflows/ci-nodejs.yml will fail on raw INSERTs even though ./manage.py migrate looks correct in isolation.
For modifying the default on an existing column (no ADD COLUMN), use a plain RunSQL instead:
migrations.RunSQL(
sql="ALTER TABLE <table> ALTER COLUMN <col> SET DEFAULT '[]'::jsonb;",
reverse_sql="ALTER TABLE <table> ALTER COLUMN <col> DROP DEFAULT;",
)
Always verify with ./manage.py sqlmigrate <app> <number> that no stray DROP DEFAULT slipped through, and confirm ./manage.py makemigrations --dry-run reports no state drift.