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Detect unsafe Django migrations before they break production

Project description

Django Safe Migrations

PyPI version Downloads CI codecov Python Versions Django Versions License: MIT

Detect unsafe Django migrations before they break production.

Django Safe Migrations analyzes your Django migrations and warns you about operations that could cause downtime, lock tables, or cause data loss in production environments.

Features

  • Detect unsafe operations before they reach production (see what we catch)
  • PostgreSQL-aware rules for concurrent index creation and more
  • Clear fix suggestions with safe migration patterns
  • Multiple output formats: Console (with colors), JSON, GitHub Actions annotations, SARIF
  • Easy CI/CD integration with GitHub Actions, pre-commit hooks, and GitHub Code Scanning
  • Configurable rules to match your deployment strategy

Rules

Rule ID Name Severity Description
SM001 not_null_without_default ERROR Adding NOT NULL column without default will lock table
SM002 drop_column_unsafe WARNING Dropping column while old code may reference it
SM003 drop_table_unsafe WARNING Dropping table while old code may reference it
SM004 alter_column_type WARNING Changing column type may rewrite table
SM005 add_foreign_key_validates WARNING FK constraint validates existing rows (locks)
SM006 rename_column INFO Column rename may break old code during deployment
SM007 run_sql_unsafe WARNING RunSQL without reverse_sql is not reversible
SM008 large_data_migration INFO Data migration may be slow on large tables
SM009 add_unique_constraint ERROR Adding unique constraint requires full table scan
SM010 index_not_concurrent ERROR Index creation without CONCURRENTLY (PostgreSQL)
SM011 unique_constraint_not_concurrent ERROR Unique constraint without concurrent index
SM012 enum_add_value_transaction ERROR Adding enum value inside transaction (PostgreSQL)
SM013 alter_varchar_length WARNING Decreasing VARCHAR length rewrites table
SM014 rename_model WARNING Model rename may break FKs and external references
SM015 alter_unique_together WARNING Deprecated in favor of UniqueConstraint
SM016 run_python_no_reverse INFO RunPython without reverse_code is not reversible
SM017 add_check_constraint WARNING Check constraint validates all existing rows

Installation

pip install django-safe-migrations

Add to your INSTALLED_APPS:

INSTALLED_APPS = [
    ...
    'django_safe_migrations',
]

Usage

Management Command

# Check all migrations
python manage.py check_migrations

# Check specific apps
python manage.py check_migrations myapp otherapp

# Only check unapplied migrations
python manage.py check_migrations --new-only

# JSON output for CI
python manage.py check_migrations --format=json

# GitHub Actions annotations
python manage.py check_migrations --format=github

# Fail on warnings too
python manage.py check_migrations --fail-on-warning

Example Output

Found 2 migration issue(s):

โœ– ERROR [SM001] myapp/migrations/0002_add_email.py:15
   Adding NOT NULL field 'email' to 'user' without a default value will lock the table
   Operation: AddField(user.email)

   ๐Ÿ’ก Suggestion:
      Safe pattern for adding NOT NULL field:

      1. Migration 1 - Add field as nullable:
         migrations.AddField(
             model_name='user',
             name='email',
             field=models.CharField(max_length=255, null=True),
         )

      2. Data migration - Backfill existing rows in batches

      3. Migration 3 - Add NOT NULL constraint:
         migrations.AlterField(
             model_name='user',
             name='email',
             field=models.CharField(max_length=255, null=False),
         )

โš  WARNING [SM002] myapp/migrations/0003_remove_old.py:10
   Dropping column 'old_field' from 'user' - ensure all code references have been removed first
   Operation: RemoveField(user.old_field)

โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€
Summary: 1 error(s), 1 warning(s)

๐Ÿ”„ CI/CD Integration

GitHub Actions

# .github/workflows/check-migrations.yml
name: Check Migrations

on:
  pull_request:
    paths:
      - "**/migrations/**"

jobs:
  check:
    runs-on: ubuntu-latest
    steps:
      - uses: actions/checkout@v4
      - uses: actions/setup-python@v5
        with:
          python-version: "3.12"

      - name: Install dependencies
        run: pip install django-safe-migrations Django

      - name: Check migrations
        run: python manage.py check_migrations --format=github --fail-on-warning

Pre-commit Hook

# .pre-commit-config.yaml
repos:
  - repo: local
    hooks:
      - id: check-migrations
        name: Check Django migrations
        entry: python manage.py check_migrations --new-only
        language: system
        types: [python]
        pass_filenames: false

โš™๏ธ Configuration

Command Options

Option Description
--format Output format: console, json, github, sarif
--output, -o Output file path (defaults to stdout)
--fail-on-warning Exit with error code on warnings
--new-only Only check unapplied migrations
--no-suggestions Hide fix suggestions
--exclude-apps Apps to exclude from checking
--include-django-apps Include Django's built-in apps

Programmatic Usage

from django_safe_migrations import MigrationAnalyzer

analyzer = MigrationAnalyzer()

# Analyze all migrations
issues = analyzer.analyze_all()

# Analyze specific app
issues = analyzer.analyze_app('myapp')

# Analyze only new migrations
issues = analyzer.analyze_new_migrations()

for issue in issues:
    print(f"[{issue.rule_id}] {issue.message}")
    if issue.suggestion:
        print(f"Suggestion: {issue.suggestion}")

๐Ÿ“š Safe Migration Patterns

Adding a NOT NULL Column

โŒ Unsafe:

migrations.AddField(
    model_name='user',
    name='email',
    field=models.CharField(max_length=255),  # NOT NULL, no default!
)

โœ… Safe:

# Migration 1: Add nullable field
migrations.AddField(
    model_name='user',
    name='email',
    field=models.CharField(max_length=255, null=True),
)

# Migration 2: Backfill data (data migration)
def backfill_emails(apps, schema_editor):
    User = apps.get_model('myapp', 'User')
    User.objects.filter(email__isnull=True).update(email='default@example.com')

migrations.RunPython(backfill_emails)

# Migration 3: Add NOT NULL constraint
migrations.AlterField(
    model_name='user',
    name='email',
    field=models.CharField(max_length=255),
)

Creating an Index (PostgreSQL)

โŒ Unsafe:

migrations.AddIndex(
    model_name='user',
    index=models.Index(fields=['email'], name='user_email_idx'),
)

โœ… Safe:

from django.contrib.postgres.operations import AddIndexConcurrently

class Migration(migrations.Migration):
    atomic = False  # Required!

    operations = [
        AddIndexConcurrently(
            model_name='user',
            index=models.Index(fields=['email'], name='user_email_idx'),
        ),
    ]

โš ๏ธ Known Limitations

Static Analysis Only

Django Safe Migrations performs static analysis of migration files. It cannot:

  • Know the actual size of your tables (all tables are treated equally)
  • Detect issues that depend on runtime data (e.g., whether NULL values exist)
  • Know your specific deployment strategy or downtime tolerance

Recommendation: Use suppression comments with explanations when you've verified a migration is safe for your specific situation.

Database-Specific Rules

Some rules only apply to PostgreSQL:

Rule PostgreSQL Only Reason
SM010 Yes CONCURRENTLY is PostgreSQL-specific
SM011 Yes Concurrent unique indexes are PostgreSQL-specific
SM012 Yes Enum handling is PostgreSQL-specific
SM018 Yes AddIndexConcurrently is PostgreSQL-specific
SM021 Yes Concurrent unique constraint pattern

For MySQL, SQLite, or other databases, these rules are automatically skipped.

Cannot Detect All Unsafe Patterns

The analyzer may miss unsafe patterns in:

  • Complex RunSQL statements (only basic pattern matching)
  • Dynamic SQL generated at runtime
  • Migrations that call external services
  • Custom migration operations

False Positives

Some detected issues may be false positives:

  • SM001 on new tables (no existing rows to worry about)
  • SM010 on small lookup tables (concurrent not needed)
  • SM020 when you've already backfilled NULL values

Use suppression comments to document why a pattern is safe in your case:

# safe-migrations: ignore SM001 -- new table, no existing data
migrations.AddField(...)

Source Inspection Limitations

Rules that inspect Python source code (like SM026 for RunPython batching) may not work in all environments:

  • Compiled/optimized Python installations
  • Some Docker configurations
  • When source files are not available

๐Ÿค Contributing

Contributions are welcome! Please read our Contributing Guide for details.

# Clone the repo
git clone https://github.com/YasserShkeir/django-safe-migrations.git
cd django-safe-migrations

# Install dev dependencies
pip install -e ".[dev]"
pre-commit install

# Run tests
pytest

# Run linters
make lint

๐Ÿ“„ License

MIT License - see LICENSE for details.

๐Ÿ’– Support

If this project helps you ship safer migrations, consider supporting its development:

Sponsor

๐Ÿ™ Acknowledgments

Inspired by:

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