先看实际效果
Database migrations: complete Drizzle users-table example
Complete author TypeScript schema for a PostgreSQL users table, including imports, identifiers and timestamps. Requires a compatible Drizzle/PostgreSQL project and a separately reviewed migration workflow. This schema definition is not an applied database change or a guarantee about locks and deployment safety.
示例输入
import { pgTable, text, timestamp, uuid, boolean } from "drizzle-orm/pg-core";
export const users = pgTable("users", {
id: uuid("id").primaryKey().defaultRandom(),
email: text("email").notNull().unique(),
name: text("name"),
isActive: boolean("is_active").notNull().default(true),
createdAt: timestamp("created_at").notNull().defaultNow(),
updatedAt: timestamp("updated_at").notNull().defaultNow(),
});许可
Complete original selected block/file retained without filling placeholders. Only enclosing source fences or documented outer section whitespace removed. Titles/summaries are editorial. Source code, role prompts, diagnosis/privacy forms, learning formats and illustrative prompt rewrites are displayed as escaped copyable text, not executed or observed outcomes. No source workflow, subagent dispatch, user-session read/export, archive, tracker post, model request, package install, database mutation, file-cleanup or external communication was performed.
MIT License
Copyright (c) 2026 Affaan Mustafa
Permission is hereby granted, free of charge, to any person obtaining a copy
of this software and associated documentation files (the "Software"), to deal
in the Software without restriction, including without limitation the rights
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
copies of the Software, and to permit persons to whom the Software is
furnished to do so, subject to the following conditions:
The above copyright notice and this permission notice shall be included in all
copies or substantial portions of the Software.
THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
SOFTWARE.
Database migrations: Kysely table/index up-and-down example
Complete source TypeScript migration with up/down functions and its original Kysely<any> choice. Requires the matching Kysely database/migrator setup; the down function drops the sample table and must not be run casually on real data. No migration, rollback or production database test was performed.
示例输入
// migrations/2024_01_15_001_create_user_profile.ts
import { type Kysely, sql } from 'kysely'
// IMPORTANT: Always use Kysely<any>, not your typed DB interface.
// Migrations are frozen in time and must not depend on current schema types.
export async function up(db: Kysely<any>): Promise<void> {
await db.schema
.createTable('user_profile')
.addColumn('id', 'serial', (col) => col.primaryKey())
.addColumn('email', 'varchar(255)', (col) => col.notNull().unique())
.addColumn('avatar_url', 'text')
.addColumn('created_at', 'timestamp', (col) =>
col.defaultTo(sql`now()`).notNull()
)
.execute()
await db.schema
.createIndex('idx_user_profile_avatar')
.on('user_profile')
.column('avatar_url')
.execute()
}
export async function down(db: Kysely<any>): Promise<void> {
await db.schema.dropTable('user_profile').execute()
}许可
Complete original selected block/file retained without filling placeholders. Only enclosing source fences or documented outer section whitespace removed. Titles/summaries are editorial. Source code, role prompts, diagnosis/privacy forms, learning formats and illustrative prompt rewrites are displayed as escaped copyable text, not executed or observed outcomes. No source workflow, subagent dispatch, user-session read/export, archive, tracker post, model request, package install, database mutation, file-cleanup or external communication was performed.
MIT License
Copyright (c) 2026 Affaan Mustafa
Permission is hereby granted, free of charge, to any person obtaining a copy
of this software and associated documentation files (the "Software"), to deal
in the Software without restriction, including without limitation the rights
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
copies of the Software, and to permit persons to whom the Software is
furnished to do so, subject to the following conditions:
The above copyright notice and this permission notice shall be included in all
copies or substantial portions of the Software.
THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
SOFTWARE.
Database migrations: expand–migrate–contract plan and timeline
Complete source planning section with both the phase sequence and illustrative day-by-day timeline. Adapt dual writes, backfill, consistency checks and the eventual drop to the actual application. Dates are an example schedule, not a zero-downtime guarantee or a deployment performed here.
示例输入
## Zero-Downtime Migration Strategy
For critical production changes, follow the expand-contract pattern:
```
Phase 1: EXPAND
- Add new column/table (nullable or with default)
- Deploy: app writes to BOTH old and new
- Backfill existing data
Phase 2: MIGRATE
- Deploy: app reads from NEW, writes to BOTH
- Verify data consistency
Phase 3: CONTRACT
- Deploy: app only uses NEW
- Drop old column/table in separate migration
```
### Timeline Example
```
Day 1: Migration adds new_status column (nullable)
Day 1: Deploy app v2 — writes to both status and new_status
Day 2: Run backfill migration for existing rows
Day 3: Deploy app v3 — reads from new_status only
Day 7: Migration drops old status column
```许可
Complete original selected block/file retained without filling placeholders. Only enclosing source fences or documented outer section whitespace removed. Titles/summaries are editorial. Source code, role prompts, diagnosis/privacy forms, learning formats and illustrative prompt rewrites are displayed as escaped copyable text, not executed or observed outcomes. No source workflow, subagent dispatch, user-session read/export, archive, tracker post, model request, package install, database mutation, file-cleanup or external communication was performed.
MIT License
Copyright (c) 2026 Affaan Mustafa
Permission is hereby granted, free of charge, to any person obtaining a copy
of this software and associated documentation files (the "Software"), to deal
in the Software without restriction, including without limitation the rights
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
copies of the Software, and to permit persons to whom the Software is
furnished to do so, subject to the following conditions:
The above copyright notice and this permission notice shall be included in all
copies or substantial portions of the Software.
THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
SOFTWARE.
Database migrations: delay the physical column drop in Django
Complete author Migration class snippet using SeparateDatabaseAndState with empty database operations. Add the Django migrations import and project-specific dependencies in your migration file; this block changes migration state and leaves the physical database drop for a later reviewed step. It is not a standalone file or an executed migration.
示例输入
class Migration(migrations.Migration):
operations = [
migrations.SeparateDatabaseAndState(
state_operations=[
migrations.RemoveField(model_name="user", name="legacy_field"),
],
database_operations=[], # Don't touch the DB yet
),
]许可
Complete original selected block/file retained without filling placeholders. Only enclosing source fences or documented outer section whitespace removed. Titles/summaries are editorial. Source code, role prompts, diagnosis/privacy forms, learning formats and illustrative prompt rewrites are displayed as escaped copyable text, not executed or observed outcomes. No source workflow, subagent dispatch, user-session read/export, archive, tracker post, model request, package install, database mutation, file-cleanup or external communication was performed.
MIT License
Copyright (c) 2026 Affaan Mustafa
Permission is hereby granted, free of charge, to any person obtaining a copy
of this software and associated documentation files (the "Software"), to deal
in the Software without restriction, including without limitation the rights
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
copies of the Software, and to permit persons to whom the Software is
furnished to do so, subject to the following conditions:
The above copyright notice and this permission notice shall be included in all
copies or substantial portions of the Software.
THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
SOFTWARE.
使用方法
- 复制安装命令,在自己的智能体环境安装前先检查源码包。
- 从原始文档核对所需工具、凭据和支持的宿主。
- 说明输入材料与期望交付物,并对照来源检查输出。
npx skills add https://github.com/affaan-m/ecc --skill database-migrations开始前需了解
- 安装不包含模型订阅、API 额度或访问文件的权限。
- 仓库星数和安装量反映活跃情况,不等于独立质量或安全测试。
按源仓库内容呈现,保留标题、案例、代码、表格、链接以及原文引用的演示图片。
Database Migration Patterns
Safe, reversible database schema changes for production systems.
When to Activate
- Creating or altering database tables
- Adding/removing columns or indexes
- Running data migrations (backfill, transform)
- Planning zero-downtime schema changes
- Setting up migration tooling for a new project
Core Principles
- Every change is a migration — never alter production databases manually
- Migrations are forward-only in production — rollbacks use new forward migrations
- Schema and data migrations are separate — never mix DDL and DML in one migration
- Test migrations against production-sized data — a migration that works on 100 rows may lock on 10M
- Migrations are immutable once deployed — never edit a migration that has run in production
Migration Safety Checklist
Before applying any migration:
- [ ] Migration has both UP and DOWN (or is explicitly marked irreversible)
- [ ] No full table locks on large tables (use concurrent operations)
- [ ] New columns have defaults or are nullable (never add NOT NULL without default)
- [ ] Indexes created concurrently (not inline with CREATE TABLE for existing tables)
- [ ] Data backfill is a separate migration from schema change
- [ ] Tested against a copy of production data
- [ ] Rollback plan documented
PostgreSQL Patterns
Adding a Column Safely
-- GOOD: Nullable column, no lock
ALTER TABLE users ADD COLUMN avatar_url TEXT;
-- GOOD: Column with default (Postgres 11+ is instant, no rewrite)
ALTER TABLE users ADD COLUMN is_active BOOLEAN NOT NULL DEFAULT true;
-- BAD: NOT NULL without default on existing table (requires full rewrite)
ALTER TABLE users ADD COLUMN role TEXT NOT NULL;
-- This locks the table and rewrites every rowAdding an Index Without Downtime
-- BAD: Blocks writes on large tables
CREATE INDEX idx_users_email ON users (email);
-- GOOD: Non-blocking, allows concurrent writes
CREATE INDEX CONCURRENTLY idx_users_email ON users (email);
-- Note: CONCURRENTLY cannot run inside a transaction block
-- Most migration tools need special handling for thisRenaming a Column (Zero-Downtime)
Never rename directly in production. Use the expand-contract pattern:
-- Step 1: Add new column (migration 001)
ALTER TABLE users ADD COLUMN display_name TEXT;
-- Step 2: Backfill data (migration 002, data migration)
UPDATE users SET display_name = username WHERE display_name IS NULL;
-- Step 3: Update application code to read/write both columns
-- Deploy application changes
-- Step 4: Stop writing to old column, drop it (migration 003)
ALTER TABLE users DROP COLUMN username;Removing a Column Safely
-- Step 1: Remove all application references to the column
-- Step 2: Deploy application without the column reference
-- Step 3: Drop column in next migration
ALTER TABLE orders DROP COLUMN legacy_status;
-- For Django: use SeparateDatabaseAndState to remove from model
-- without generating DROP COLUMN (then drop in next migration)Large Data Migrations
-- BAD: Updates all rows in one transaction (locks table)
UPDATE users SET normalized_email = LOWER(email);
-- GOOD: Batch update with progress
DO $$
DECLARE
batch_size INT := 10000;
rows_updated INT;
BEGIN
LOOP
UPDATE users
SET normalized_email = LOWER(email)
WHERE id IN (
SELECT id FROM users
WHERE normalized_email IS NULL
LIMIT batch_size
FOR UPDATE SKIP LOCKED
);
GET DIAGNOSTICS rows_updated = ROW_COUNT;
RAISE NOTICE 'Updated % rows', rows_updated;
EXIT WHEN rows_updated = 0;
COMMIT;
END LOOP;
END $$;Prisma (TypeScript/Node.js)
Workflow
# Create migration from schema changes
npx prisma migrate dev --name add_user_avatar
# Apply pending migrations in production
npx prisma migrate deploy
# Reset database (dev only)
npx prisma migrate reset
# Generate client after schema changes
npx prisma generateSchema Example
model User {
id String @id @default(cuid())
email String @unique
name String?
avatarUrl String? @map("avatar_url")
createdAt DateTime @default(now()) @map("created_at")
updatedAt DateTime @updatedAt @map("updated_at")
orders Order[]
@@map("users")
@@index([email])
}Custom SQL Migration
For operations Prisma cannot express (concurrent indexes, data backfills):
# Create empty migration, then edit the SQL manually
npx prisma migrate dev --create-only --name add_email_index-- migrations/20240115_add_email_index/migration.sql
-- Prisma cannot generate CONCURRENTLY, so we write it manually
CREATE INDEX CONCURRENTLY IF NOT EXISTS idx_users_email ON users (email);Drizzle (TypeScript/Node.js)
Workflow
# Generate migration from schema changes
npx drizzle-kit generate
# Apply migrations
npx drizzle-kit migrate
# Push schema directly (dev only, no migration file)
npx drizzle-kit pushSchema Example
import { pgTable, text, timestamp, uuid, boolean } from "drizzle-orm/pg-core";
export const users = pgTable("users", {
id: uuid("id").primaryKey().defaultRandom(),
email: text("email").notNull().unique(),
name: text("name"),
isActive: boolean("is_active").notNull().default(true),
createdAt: timestamp("created_at").notNull().defaultNow(),
updatedAt: timestamp("updated_at").notNull().defaultNow(),
});Kysely (TypeScript/Node.js)
Workflow (kysely-ctl)
# Initialize config file (kysely.config.ts)
kysely init
# Create a new migration file
kysely migrate make add_user_avatar
# Apply all pending migrations
kysely migrate latest
# Rollback last migration
kysely migrate down
# Show migration status
kysely migrate listMigration File
// migrations/2024_01_15_001_create_user_profile.ts
import { type Kysely, sql } from 'kysely'
// IMPORTANT: Always use Kysely<any>, not your typed DB interface.
// Migrations are frozen in time and must not depend on current schema types.
export async function up(db: Kysely<any>): Promise<void> {
await db.schema
.createTable('user_profile')
.addColumn('id', 'serial', (col) => col.primaryKey())
.addColumn('email', 'varchar(255)', (col) => col.notNull().unique())
.addColumn('avatar_url', 'text')
.addColumn('created_at', 'timestamp', (col) =>
col.defaultTo(sql`now()`).notNull()
)
.execute()
await db.schema
.createIndex('idx_user_profile_avatar')
.on('user_profile')
.column('avatar_url')
.execute()
}
export async function down(db: Kysely<any>): Promise<void> {
await db.schema.dropTable('user_profile').execute()
}Programmatic Migrator
import { Migrator, FileMigrationProvider } from 'kysely'
import { promises as fs } from 'fs'
import * as path from 'path'
// ESM only — CJS can use __dirname directly
import { fileURLToPath } from 'url'
const migrationFolder = path.join(
path.dirname(fileURLToPath(import.meta.url)),
'./migrations',
)
// `db` is your Kysely<any> database instance
const migrator = new Migrator({
db,
provider: new FileMigrationProvider({
fs,
path,
migrationFolder,
}),
// WARNING: Only enable in development. Disables timestamp-ordering
// validation, which can cause schema drift between environments.
// allowUnorderedMigrations: true,
})
const { error, results } = await migrator.migrateToLatest()
results?.forEach((it) => {
if (it.status === 'Success') {
console.log(`migration "${it.migrationName}" executed successfully`)
} else if (it.status === 'Error') {
console.error(`failed to execute migration "${it.migrationName}"`)
}
})
if (error) {
console.error('migration failed', error)
process.exit(1)
}Django (Python)
Workflow
# Generate migration from model changes
python manage.py makemigrations
# Apply migrations
python manage.py migrate
# Show migration status
python manage.py showmigrations
# Generate empty migration for custom SQL
python manage.py makemigrations --empty app_name -n descriptionData Migration
from django.db import migrations
def backfill_display_names(apps, schema_editor):
User = apps.get_model("accounts", "User")
batch_size = 5000
users = User.objects.filter(display_name="")
while users.exists():
batch = list(users[:batch_size])
for user in batch:
user.display_name = user.username
User.objects.bulk_update(batch, ["display_name"], batch_size=batch_size)
def reverse_backfill(apps, schema_editor):
pass # Data migration, no reverse needed
class Migration(migrations.Migration):
dependencies = [("accounts", "0015_add_display_name")]
operations = [
migrations.RunPython(backfill_display_names, reverse_backfill),
]SeparateDatabaseAndState
Remove a column from the Django model without dropping it from the database immediately:
class Migration(migrations.Migration):
operations = [
migrations.SeparateDatabaseAndState(
state_operations=[
migrations.RemoveField(model_name="user", name="legacy_field"),
],
database_operations=[], # Don't touch the DB yet
),
]golang-migrate (Go)
Workflow
# Create migration pair
migrate create -ext sql -dir migrations -seq add_user_avatar
# Apply all pending migrations
migrate -path migrations -database "$DATABASE_URL" up
# Rollback last migration
migrate -path migrations -database "$DATABASE_URL" down 1
# Force version (fix dirty state)
migrate -path migrations -database "$DATABASE_URL" force VERSIONMigration Files
-- migrations/000003_add_user_avatar.up.sql
ALTER TABLE users ADD COLUMN avatar_url TEXT;
CREATE INDEX CONCURRENTLY idx_users_avatar ON users (avatar_url) WHERE avatar_url IS NOT NULL;
-- migrations/000003_add_user_avatar.down.sql
DROP INDEX IF EXISTS idx_users_avatar;
ALTER TABLE users DROP COLUMN IF EXISTS avatar_url;Zero-Downtime Migration Strategy
For critical production changes, follow the expand-contract pattern:
Phase 1: EXPAND
- Add new column/table (nullable or with default)
- Deploy: app writes to BOTH old and new
- Backfill existing data
Phase 2: MIGRATE
- Deploy: app reads from NEW, writes to BOTH
- Verify data consistency
Phase 3: CONTRACT
- Deploy: app only uses NEW
- Drop old column/table in separate migrationTimeline Example
Day 1: Migration adds new_status column (nullable)
Day 1: Deploy app v2 — writes to both status and new_status
Day 2: Run backfill migration for existing rows
Day 3: Deploy app v3 — reads from new_status only
Day 7: Migration drops old status columnAnti-Patterns
| Anti-Pattern | Why It Fails | Better Approach |
|---|---|---|
| Manual SQL in production | No audit trail, unrepeatable | Always use migration files |
| Editing deployed migrations | Causes drift between environments | Create new migration instead |
| NOT NULL without default | Locks table, rewrites all rows | Add nullable, backfill, then add constraint |
| Inline index on large table | Blocks writes during build | CREATE INDEX CONCURRENTLY |
| Schema + data in one migration | Hard to rollback, long transactions | Separate migrations |
| Dropping column before removing code | Application errors on missing column | Remove code first, drop column next deploy |





